From da70f961bd663bbc7bfe8996564c3b4e26897723 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 14 Mar 2025 22:19:15 +0000
Subject: [PATCH 001/792] Bump ruff from 0.10.0 to 0.11.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.10.0 to 0.11.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.10.0...0.11.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6a861e38..f210dc16 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.0.0",
     "pytest-regressions==2.7.0",
-    "ruff==0.10.0",
+    "ruff==0.11.0",
     "setuptools-scm==8.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 287a00315c3621c8d832e308f30040564694b869 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 18 Mar 2025 22:59:11 +0000
Subject: [PATCH 002/792] Bump pre-commit from 4.1.0 to 4.2.0

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 4.1.0 to 4.2.0.
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v4.1.0...v4.2.0)

---
updated-dependencies:
- dependency-name: pre-commit
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f210dc16..a705daec 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.15.0",
     "mypy-strict-kwargs==2024.12.25",
-    "pre-commit==4.1.0",
+    "pre-commit==4.2.0",
     "pylint==3.3.4",
     "pyproject-fmt==2.5.1",
     "pyright==1.1.393",

From 9eeb796f83e73767be65e219d729cf1342731b26 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 18 Mar 2025 22:59:30 +0000
Subject: [PATCH 003/792] Bump doccmd from 2025.3.6 to 2025.3.18

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.3.6 to 2025.3.18.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.03.06...2025.03.18)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f210dc16..b9547193 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "check-manifest==0.50",
     "deptry==0.23.0",
     "doc8==1.1.2",
-    "doccmd==2025.3.6",
+    "doccmd==2025.3.18",
     "docformatter==1.7.5",
     "freezegun==1.5.1",
     "furo==2024.8.6",

From e275b8d353a2757fe5a5785519ee74a8565075ba Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 19 Mar 2025 23:07:29 +0000
Subject: [PATCH 004/792] Bump setuptools-scm from 8.2.0 to 8.2.1

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 8.2.0 to 8.2.1.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v8.2.0...v8.2.1)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce46b3f1..bd9d4603 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest-cov==6.0.0",
     "pytest-regressions==2.7.0",
     "ruff==0.11.0",
-    "setuptools-scm==8.2.0",
+    "setuptools-scm==8.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 812d97a8299526259e853056b988c8890c46a757 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Mar 2025 22:35:31 +0000
Subject: [PATCH 005/792] Bump ruff from 0.11.0 to 0.11.1

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.0 to 0.11.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.0...0.11.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index bd9d4603..4b5ad740 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.0.0",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.0",
+    "ruff==0.11.1",
     "setuptools-scm==8.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 5a2103c41ed8bab3ffd0c013728d910802ebd966 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Mar 2025 22:35:37 +0000
Subject: [PATCH 006/792] Bump pylint from 3.3.4 to 3.3.6

Bumps [pylint](https://github.com/pylint-dev/pylint) from 3.3.4 to 3.3.6.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v3.3.4...v3.3.6)

---
updated-dependencies:
- dependency-name: pylint
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index bd9d4603..026384f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.15.0",
     "mypy-strict-kwargs==2024.12.25",
     "pre-commit==4.2.0",
-    "pylint==3.3.4",
+    "pylint==3.3.6",
     "pyproject-fmt==2.5.1",
     "pyright==1.1.393",
     "pyroma==4.2",

From 66918aa32956ddce107bbcebb0e228e54bfee449 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 21 Mar 2025 13:01:08 +0000
Subject: [PATCH 007/792] Make it easier to change the build matrix while still
 keeping builds required

---
 .github/workflows/ci.yml   | 12 ++++++++++++
 .github/workflows/lint.yml | 12 ++++++++++++
 2 files changed, 24 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b989bfe0..134fb550 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -54,3 +54,15 @@ jobs:
         with:
           fail_ci_if_error: true
           token: ${{ secrets.CODECOV_TOKEN }}
+
+  completion-ci:
+    needs: build
+    runs-on: ubuntu-latest
+    if: always()  # Run even if one matrix job fails
+    steps:
+      - name: Check matrix job status
+        run: |-
+          if ! ${{ needs.build.result == 'success' }}; then
+            echo "One or more matrix jobs failed"
+            exit 1
+          fi
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 91b21ce9..92ebfbac 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -46,3 +46,15 @@ jobs:
 
       - uses: pre-commit-ci/lite-action@v1.1.0
         if: always()
+
+  completion-lint:
+    needs: build
+    runs-on: ubuntu-latest
+    if: always()  # Run even if one matrix job fails
+    steps:
+      - name: Check matrix job status
+        run: |-
+          if ! ${{ needs.build.result == 'success' }}; then
+            echo "One or more matrix jobs failed"
+            exit 1
+          fi

From 3a482e7a30ab560c80e34d82390466fccec0070a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Mar 2025 22:21:26 +0000
Subject: [PATCH 008/792] Bump beartype from 0.19.0 to 0.20.1

Bumps [beartype](https://github.com/beartype/beartype) from 0.19.0 to 0.20.1.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.19.0...v0.20.1)

---
updated-dependencies:
- dependency-name: beartype
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4b5477bf..97b2500f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.19.0",
+    "beartype==0.20.1",
     "click==8.1.8",
     "pyyaml==6.0.2",
     "vws-python==2025.3.10.1",

From 3d01a30d556312f9347a1b449dc2b85e2e0727d8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Mar 2025 22:21:36 +0000
Subject: [PATCH 009/792] Bump ruff from 0.11.1 to 0.11.2

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.1 to 0.11.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.1...0.11.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4b5477bf..54bb058a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.0.0",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.1",
+    "ruff==0.11.2",
     "setuptools-scm==8.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From f335a2daf6fdef337881e0f8c8478da30709b0c6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Mar 2025 00:31:57 +0000
Subject: [PATCH 010/792] Bump beartype from 0.20.1 to 0.20.2

Bumps [beartype](https://github.com/beartype/beartype) from 0.20.1 to 0.20.2.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.20.1...v0.20.2)

---
updated-dependencies:
- dependency-name: beartype
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ca24e5e1..fbbc45cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.20.1",
+    "beartype==0.20.2",
     "click==8.1.8",
     "pyyaml==6.0.2",
     "vws-python==2025.3.10.1",

From c9949cf2759348980a17a759e25bb9cc138fc3a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 26 Mar 2025 22:49:39 +0000
Subject: [PATCH 011/792] Bump types-pyyaml from 6.0.12.20241230 to
 6.0.12.20250326

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20241230 to 6.0.12.20250326.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fbbc45cb..44141286 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.3.3",
     "sphinxcontrib-spelling==8.0.1",
-    "types-pyyaml==6.0.12.20241230",
+    "types-pyyaml==6.0.12.20250326",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",

From 32ecb2aa62c813b345c938db6e7853d915962d99 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 27 Mar 2025 22:23:04 +0000
Subject: [PATCH 012/792] Bump doccmd from 2025.3.18 to 2025.3.27

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.3.18 to 2025.3.27.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.03.18...2025.03.27)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 44141286..9b9a1125 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "check-manifest==0.50",
     "deptry==0.23.0",
     "doc8==1.1.2",
-    "doccmd==2025.3.18",
+    "doccmd==2025.3.27",
     "docformatter==1.7.5",
     "freezegun==1.5.1",
     "furo==2024.8.6",

From 3118e9f4846f59c7e95c5bb0d7c8a911dabdbaa3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Mar 2025 22:39:59 +0000
Subject: [PATCH 013/792] Bump mypy-strict-kwargs from 2024.12.25 to 2025.3.28

Bumps [mypy-strict-kwargs](https://github.com/adamtheturtle/mypy-strict-kwargs) from 2024.12.25 to 2025.3.28.
- [Release notes](https://github.com/adamtheturtle/mypy-strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/mypy-strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/mypy-strict-kwargs/compare/2024.12.25...2025.03.28)

---
updated-dependencies:
- dependency-name: mypy-strict-kwargs
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9b9a1125..8981702d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "furo==2024.8.6",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.15.0",
-    "mypy-strict-kwargs==2024.12.25",
+    "mypy-strict-kwargs==2025.3.28",
     "pre-commit==4.2.0",
     "pylint==3.3.6",
     "pyproject-fmt==2.5.1",

From cecf478c94c076098f8f0b2a33f2f1d047871e7f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Apr 2025 22:14:48 +0000
Subject: [PATCH 014/792] Bump pytest-cov from 6.0.0 to 6.1.0

Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 6.0.0 to 6.1.0.
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v6.0.0...v6.1.0)

---
updated-dependencies:
- dependency-name: pytest-cov
  dependency-version: 6.1.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8981702d..e9c70271 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyright==1.1.393",
     "pyroma==4.2",
     "pytest==8.3.5",
-    "pytest-cov==6.0.0",
+    "pytest-cov==6.1.0",
     "pytest-regressions==2.7.0",
     "ruff==0.11.2",
     "setuptools-scm==8.2.1",

From 02d19270e3b019b7b89a776ae492d279673e4440 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 2 Apr 2025 22:09:26 +0000
Subject: [PATCH 015/792] Bump types-pyyaml from 6.0.12.20250326 to
 6.0.12.20250402

Bumps [types-pyyaml](https://github.com/typeshed-internal/stub_uploader) from 6.0.12.20250326 to 6.0.12.20250402.
- [Commits](https://github.com/typeshed-internal/stub_uploader/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20250402
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e9c70271..cfd852f4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.3.3",
     "sphinxcontrib-spelling==8.0.1",
-    "types-pyyaml==6.0.12.20250326",
+    "types-pyyaml==6.0.12.20250402",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",

From cfb3773492646340b5f18aa38e27c19ceb82565e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 3 Apr 2025 22:11:50 +0000
Subject: [PATCH 016/792] Bump mypy-strict-kwargs from 2025.3.28 to 2025.4.3

Bumps [mypy-strict-kwargs](https://github.com/adamtheturtle/mypy-strict-kwargs) from 2025.3.28 to 2025.4.3.
- [Release notes](https://github.com/adamtheturtle/mypy-strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/mypy-strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/mypy-strict-kwargs/compare/2025.03.28...2025.04.03)

---
updated-dependencies:
- dependency-name: mypy-strict-kwargs
  dependency-version: 2025.4.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cfd852f4..0e25a0a2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "furo==2024.8.6",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.15.0",
-    "mypy-strict-kwargs==2025.3.28",
+    "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.2.0",
     "pylint==3.3.6",
     "pyproject-fmt==2.5.1",

From 067f5e3be4f5daefc2b88acbd5c716627d8887eb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 3 Apr 2025 22:12:06 +0000
Subject: [PATCH 017/792] Bump doccmd from 2025.3.27 to 2025.4.3

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.3.27 to 2025.4.3.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.03.27...2025.04.03)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.4.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cfd852f4..81eeb2b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "check-manifest==0.50",
     "deptry==0.23.0",
     "doc8==1.1.2",
-    "doccmd==2025.3.27",
+    "doccmd==2025.4.3",
     "docformatter==1.7.5",
     "freezegun==1.5.1",
     "furo==2024.8.6",

From f64d451191be5456dad5ffdaac4010a38faacdf2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 3 Apr 2025 22:12:17 +0000
Subject: [PATCH 018/792] Bump sphinx-substitution-extensions from 2025.3.3 to
 2025.4.3

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2025.3.3 to 2025.4.3.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2025.03.03...2025.04.03)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2025.4.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cfd852f4..742d4e43 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2023.4.21",
     "sphinx-lint==1.0.0",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2025.3.3",
+    "sphinx-substitution-extensions==2025.4.3",
     "sphinxcontrib-spelling==8.0.1",
     "types-pyyaml==6.0.12.20250402",
     "vulture==2.14",

From b851034b401aa1d436d83dd138b653cafa004d70 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 3 Apr 2025 22:12:32 +0000
Subject: [PATCH 019/792] Bump ruff from 0.11.2 to 0.11.3

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.2 to 0.11.3.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.2...0.11.3)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cfd852f4..d7a04d47 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.0",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.2",
+    "ruff==0.11.3",
     "setuptools-scm==8.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ae4fc12063584f4b3e5b4aea120bc70d7ae03e79 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 4 Apr 2025 22:41:09 +0000
Subject: [PATCH 020/792] Bump ruff from 0.11.3 to 0.11.4

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.3 to 0.11.4.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.3...0.11.4)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d467fd26..3814f02d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.0",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.3",
+    "ruff==0.11.4",
     "setuptools-scm==8.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 9a7667dda39f7f4735836d86f03d68df7a06a743 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 4 Apr 2025 22:41:18 +0000
Subject: [PATCH 021/792] Bump doccmd from 2025.4.3 to 2025.4.4

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.4.3 to 2025.4.4.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.04.03...2025.04.04)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.4.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d467fd26..b7a7005b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "check-manifest==0.50",
     "deptry==0.23.0",
     "doc8==1.1.2",
-    "doccmd==2025.4.3",
+    "doccmd==2025.4.4",
     "docformatter==1.7.5",
     "freezegun==1.5.1",
     "furo==2024.8.6",

From 4ba7b8a630d4d665b2fd298bc2fbb44a7df11bff Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Apr 2025 23:09:29 +0000
Subject: [PATCH 022/792] Bump doccmd from 2025.4.4 to 2025.4.7

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.4.4 to 2025.4.7.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.04.04...2025.04.07)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.4.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 43119eef..c5edcdb7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "check-manifest==0.50",
     "deptry==0.23.0",
     "doc8==1.1.2",
-    "doccmd==2025.4.4",
+    "doccmd==2025.4.7",
     "docformatter==1.7.5",
     "freezegun==1.5.1",
     "furo==2024.8.6",

From a7beed4bec6f48bb737165162309c39b0a8f939f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 00:02:27 +0000
Subject: [PATCH 023/792] Bump pytest-cov from 6.1.0 to 6.1.1

Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 6.1.0 to 6.1.1.
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v6.1.0...v6.1.1)

---
updated-dependencies:
- dependency-name: pytest-cov
  dependency-version: 6.1.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 43119eef..afe69308 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyright==1.1.393",
     "pyroma==4.2",
     "pytest==8.3.5",
-    "pytest-cov==6.1.0",
+    "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
     "ruff==0.11.4",
     "setuptools-scm==8.2.1",

From 6896a9c26f5b409e5a741749f5e471922317ed2c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Apr 2025 22:22:30 +0000
Subject: [PATCH 024/792] Bump doccmd from 2025.4.7 to 2025.4.8

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.4.7 to 2025.4.8.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.04.07...2025.04.08)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.4.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 42bf19c9..44bc20a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "check-manifest==0.50",
     "deptry==0.23.0",
     "doc8==1.1.2",
-    "doccmd==2025.4.7",
+    "doccmd==2025.4.8",
     "docformatter==1.7.5",
     "freezegun==1.5.1",
     "furo==2024.8.6",

From 865fc6a384919fabb78d41a968ff7f1646f05637 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 10 Apr 2025 22:11:03 +0000
Subject: [PATCH 025/792] Bump ruff from 0.11.4 to 0.11.5

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.4 to 0.11.5.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.4...0.11.5)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 44bc20a8..29178cad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.4",
+    "ruff==0.11.5",
     "setuptools-scm==8.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 42816a2d70bef4816e00e1c52ab42469ded7246e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 12 Apr 2025 19:09:05 +0100
Subject: [PATCH 026/792] Require 100% coverage on Windows

---
 .github/workflows/ci.yml | 13 +------------
 1 file changed, 1 insertion(+), 12 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 134fb550..3430cb51 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -30,22 +30,11 @@ jobs:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
 
-      # We require a lower coverage for Windows as we do not
-      # create binaries on Windows.
-      - id: set-min-coverage
-        run: |
-          if [ ${{ runner.os }} == 'Windows' ]; then
-            echo "min_coverage=60" >> "$GITHUB_OUTPUT"
-          else
-            echo "min_coverage=100" >> "$GITHUB_OUTPUT"
-          fi
-        shell: bash
-
       - name: Run tests
         run: |
           # Using -s is useful but also it is required to avoid
           # https://github.com/pallets/click/issues/824.
-          uv --verbose run --extra=dev pytest -s -vvv --cov-fail-under ${{ steps.set-min-coverage.outputs.min_coverage}} --cov=src/ --cov=tests . --cov-report=xml
+          uv --verbose run --extra=dev pytest -s -vvv --cov-fail-under 100 --cov=src/ --cov=tests . --cov-report=xml
         env:
           UV_PYTHON: ${{ matrix.python-version }}
 

From 629954c9d2dde3d02b5a357ff29652fafecefc60 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 12 Apr 2025 19:23:53 +0100
Subject: [PATCH 027/792] Remove now-unnecessary wheel build dependency

---
 pyproject.toml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 29178cad..b7f875da 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,7 +3,6 @@ build-backend = "setuptools.build_meta"
 requires = [
     "setuptools",
     "setuptools-scm>=8.1.0",
-    "wheel",
 ]
 
 [project]

From b29196a69cfe60df960b867796e6ffc427fdf6ff Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 16 Apr 2025 06:13:40 +0100
Subject: [PATCH 028/792] Remove packaging extra

---
 pyproject.toml | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b7f875da..b7f788f1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,9 +78,6 @@ optional-dependencies.dev = [
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.17.0",
 ]
-optional-dependencies.packaging = [
-    "pyinstaller==6.12.0",
-]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.1",
     "homebrew-pypi-poet==0.10.0",

From d6770e3fce6a5e220cb79e2b801963629c689791 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 17 Apr 2025 22:50:31 +0000
Subject: [PATCH 029/792] Bump ruff from 0.11.5 to 0.11.6

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.5 to 0.11.6.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.5...0.11.6)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b7f788f1..39f96db4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.5",
+    "ruff==0.11.6",
     "setuptools-scm==8.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 6ef62830d4ba5e2ff269d6d40a1c6e8230e05547 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 22 Apr 2025 22:24:06 +0000
Subject: [PATCH 030/792] Bump setuptools-scm from 8.2.1 to 8.3.0

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 8.2.1 to 8.3.0.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v8.2.1...v8.3.0)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 8.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 39f96db4..6602f927 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
     "ruff==0.11.6",
-    "setuptools-scm==8.2.1",
+    "setuptools-scm==8.3.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From ccb9e49147880e5eb99b577a362a6ec75ae32dd7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 23 Apr 2025 22:08:07 +0000
Subject: [PATCH 031/792] Bump setuptools-scm from 8.3.0 to 8.3.1

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 8.3.0 to 8.3.1.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v8.3.0...v8.3.1)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 8.3.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6602f927..b6269ce8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
     "ruff==0.11.6",
-    "setuptools-scm==8.3.0",
+    "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 518da579173e78e06fa474f1b038652eb24424f8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 24 Apr 2025 22:33:35 +0000
Subject: [PATCH 032/792] Bump ruff from 0.11.6 to 0.11.7

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.6 to 0.11.7.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.6...0.11.7)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b6269ce8..1396f740 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.6",
+    "ruff==0.11.7",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 6b78c5f6e2708a030dec6738b7a6777769a87467 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 24 Apr 2025 22:35:34 +0000
Subject: [PATCH 033/792] Bump astral-sh/setup-uv from 5 to 6

Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 5 to 6.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v5...v6)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml      | 2 +-
 .github/workflows/lint.yml    | 2 +-
 .github/workflows/release.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3430cb51..98780a53 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -25,7 +25,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v6
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 92ebfbac..6e9cdf5c 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -31,7 +31,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v6
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index a5a4d9c4..1bfa2f1b 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -34,7 +34,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@v6
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'

From 73078c23b68f03e975889f3491bdbb7b18e764d8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 1 May 2025 22:22:11 +0000
Subject: [PATCH 034/792] Bump ruff from 0.11.7 to 0.11.8

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.7 to 0.11.8.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.7...0.11.8)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1396f740..4e059469 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.7",
+    "ruff==0.11.8",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 077587bc6792994f5702e6f6953e945ebf5af264 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 5 May 2025 22:48:08 +0000
Subject: [PATCH 035/792] Bump pylint from 3.3.6 to 3.3.7

Bumps [pylint](https://github.com/pylint-dev/pylint) from 3.3.6 to 3.3.7.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v3.3.6...v3.3.7)

---
updated-dependencies:
- dependency-name: pylint
  dependency-version: 3.3.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4e059469..17f60d39 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.15.0",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.2.0",
-    "pylint==3.3.6",
+    "pylint==3.3.7",
     "pyproject-fmt==2.5.1",
     "pyright==1.1.393",
     "pyroma==4.2",

From e3d70ad3341c0fdf4154d54287b5df5b544d3fe0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 7 May 2025 22:59:49 +0000
Subject: [PATCH 036/792] Bump docformatter from 1.7.5 to 1.7.6

Bumps [docformatter](https://github.com/PyCQA/docformatter) from 1.7.5 to 1.7.6.
- [Release notes](https://github.com/PyCQA/docformatter/releases)
- [Changelog](https://github.com/PyCQA/docformatter/blob/master/CHANGELOG.md)
- [Commits](https://github.com/PyCQA/docformatter/compare/v1.7.5...v1.7.6)

---
updated-dependencies:
- dependency-name: docformatter
  dependency-version: 1.7.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 17f60d39..b86ca9d4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "deptry==0.23.0",
     "doc8==1.1.2",
     "doccmd==2025.4.8",
-    "docformatter==1.7.5",
+    "docformatter==1.7.6",
     "freezegun==1.5.1",
     "furo==2024.8.6",
     "interrogate==1.7.0",

From 4d15a37145be92439ae87678b25d1e7c81a8da54 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 9 May 2025 22:25:18 +0000
Subject: [PATCH 037/792] Bump ruff from 0.11.8 to 0.11.9

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.8 to 0.11.9.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.8...0.11.9)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.9
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b86ca9d4..9fee02ff 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.8",
+    "ruff==0.11.9",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 4098508df90db4b95f09ccab36e16f2666be738d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 12 May 2025 05:33:26 +0100
Subject: [PATCH 038/792] Bump click

---
 pyproject.toml             |  2 +-
 tests/test_query.py        | 32 ++++++++++++++++----------------
 tests/test_query_errors.py | 10 +++++-----
 tests/test_vws_commands.py | 24 ++++++++++++------------
 tests/test_vws_errors.py   | 24 ++++++++++++------------
 5 files changed, 46 insertions(+), 46 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9fee02ff..832c84ab 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.20.2",
-    "click==8.1.8",
+    "click==8.2.0",
     "pyyaml==6.0.2",
     "vws-python==2025.3.10.1",
 ]
diff --git a/tests/test_query.py b/tests/test_query.py
index 1c229a7a..9b09e559 100644
--- a/tests/test_query.py
+++ b/tests/test_query.py
@@ -30,7 +30,7 @@ def test_no_matches(
         """
         An empty list is returned if there are no matches.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         image_data = high_quality_image.getvalue()
         new_file.write_bytes(data=image_data)
@@ -71,7 +71,7 @@ def test_matches(
         )
         vws_client.wait_for_target_processed(target_id=target_id)
 
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         image_data = high_quality_image.getvalue()
         new_file.write_bytes(data=image_data)
@@ -111,7 +111,7 @@ def test_image_file_is_dir(
         An appropriate error is given if the given image file path points to a
         directory.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         commands = [
             str(object=tmp_path),
             "--client-access-key",
@@ -147,7 +147,7 @@ def test_relative_path(
         """
         Image file paths are resolved.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         new_filename = uuid.uuid4().hex
         original_image_file = tmp_path / "foo"
         image_data = high_quality_image.getvalue()
@@ -181,7 +181,7 @@ def test_image_file_does_not_exist(
         """
         An appropriate error is given if the given image file does not exist.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         does_not_exist_file = tmp_path / uuid.uuid4().hex
         commands = [
             str(object=does_not_exist_file),
@@ -214,7 +214,7 @@ def test_version() -> None:
     """
     ``vuforia-cloud-reco --version`` shows the version.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     commands = ["--version"]
     result = runner.invoke(
         cli=vuforia_cloud_reco,
@@ -241,7 +241,7 @@ def test_default(
         """
         By default the maximum number of results is 1.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
             width=1,
@@ -289,7 +289,7 @@ def test_custom(
         """
         It is possible to set a custom ``--max-num-results``.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
             width=1,
@@ -345,7 +345,7 @@ def test_out_of_range(
         mock_database: VuforiaDatabase,
     ) -> None:
         """``--max-num-results`` must be between 1 and 50."""
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         image_data = high_quality_image.getvalue()
         new_file.write_bytes(data=image_data)
@@ -388,7 +388,7 @@ def test_default(
         """
         By default, target data is only returned in the top match.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
             width=1,
@@ -439,7 +439,7 @@ def test_top(
         """
         When 'top' is given, target data is only returned in the top match.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
             width=1,
@@ -492,7 +492,7 @@ def test_none(
         """
         When 'none' is given, target data is not returned in any match.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
             width=1,
@@ -545,7 +545,7 @@ def test_all(
         """
         When 'all' is given, target data is returned in all matches.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
             width=1,
@@ -599,7 +599,7 @@ def test_other(
         When a string other than 'top', 'all', or 'none' is given, an error is
         shown.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         image_data = high_quality_image.getvalue()
         new_file.write_bytes(data=image_data)
@@ -633,7 +633,7 @@ def test_base_vwq_url(high_quality_image: io.BytesIO, tmp_path: Path) -> None:
     """
     It is possible to use query a target to a database under a custom VWQ URL.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     base_vwq_url = "http://example.com"
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
@@ -685,7 +685,7 @@ def test_env_var_credentials(
     """
     It is possible to use environment variables to set the credentials.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
     new_file.write_bytes(data=image_data)
diff --git a/tests/test_query_errors.py b/tests/test_query_errors.py
index 8a1af6ec..1f9b7dde 100644
--- a/tests/test_query_errors.py
+++ b/tests/test_query_errors.py
@@ -23,7 +23,7 @@ def test_authentication_failure(
     """
     An error is given when the secret key is incorrect.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
     new_file.write_bytes(data=image_data)
@@ -53,7 +53,7 @@ def test_image_too_large(
     """
     An error is given when the image is too large.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = png_too_large.getvalue()
     new_file.write_bytes(data=image_data)
@@ -85,7 +85,7 @@ def test_bad_image(
     """
     new_file = tmp_path / uuid.uuid4().hex
     new_file.write_bytes(data=b"Not an image")
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     commands = [
         str(object=new_file),
         "--client-access-key",
@@ -121,7 +121,7 @@ def test_inactive_project(
     database = VuforiaDatabase(state=States.PROJECT_INACTIVE)
     with MockVWS() as mock:
         mock.add_database(database=database)
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         commands = [
             str(object=new_file),
             "--client-access-key",
@@ -153,7 +153,7 @@ def test_request_time_too_skewed(
     An error is given when the request time is more than 65 minutes different
     from the server time.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     vwq_max_time_skew = 60 * 65
     leeway = 10
     time_difference_from_now = vwq_max_time_skew + leeway
diff --git a/tests/test_vws_commands.py b/tests/test_vws_commands.py
index 5df470a8..9996fd14 100644
--- a/tests/test_vws_commands.py
+++ b/tests/test_vws_commands.py
@@ -360,7 +360,7 @@ def test_image_file_does_not_exist(
         """
         An appropriate error is given if the given image file does not exist.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         does_not_exist_file = tmp_path / uuid.uuid4().hex
         commands = [
             "add-target",
@@ -403,7 +403,7 @@ def test_image_file_is_dir(
         An appropriate error is given if the given image file path points to a
         directory.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         commands = [
             "add-target",
             "--name",
@@ -446,7 +446,7 @@ def test_relative_path(
         """
         Image file paths are resolved.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         new_filename = uuid.uuid4().hex
         original_image_file = tmp_path / "foo"
         image_data = high_quality_image.getvalue()
@@ -771,7 +771,7 @@ def test_custom_seconds_too_small(mock_database: VuforiaDatabase) -> None:
         The minimum valid value for ``--seconds-between-requests`` is 0.05
         seconds.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         commands = [
             "wait-for-target-processed",
             "--target-id",
@@ -799,7 +799,7 @@ def test_custom_timeout(high_quality_image: io.BytesIO) -> None:
         """
         It is possible to set a maximum timeout.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         with MockVWS(processing_time_seconds=0.5) as mock:
             mock_database = VuforiaDatabase()
             mock.add_database(database=mock_database)
@@ -865,7 +865,7 @@ def test_custom_timeout_too_small(mock_database: VuforiaDatabase) -> None:
         """
         The minimum valid value for ``--timeout-seconds`` is 0.05 seconds.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         commands = [
             "wait-for-target-processed",
             "--target-id",
@@ -906,7 +906,7 @@ def test_update_target(
         """
         It is possible to update a target.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         old_name = uuid.uuid4().hex
         old_width = secrets.choice(seq=range(1, 5000)) / 100
         target_id = vws_client.add_target(
@@ -999,7 +999,7 @@ def test_no_fields_given(
         """
         It is possible to give no update fields.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         old_name = uuid.uuid4().hex
         old_width = secrets.choice(seq=range(1, 5000)) / 100
         target_id = vws_client.add_target(
@@ -1047,7 +1047,7 @@ def test_image_file_does_not_exist(
             application_metadata=None,
         )
         vws_client.wait_for_target_processed(target_id=target_id)
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         does_not_exist_file = tmp_path / uuid.uuid4().hex
         commands = [
             "update-target",
@@ -1098,7 +1098,7 @@ def test_image_file_is_dir(
             application_metadata=None,
         )
         vws_client.wait_for_target_processed(target_id=target_id)
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         commands = [
             "update-target",
             "--target-id",
@@ -1139,7 +1139,7 @@ def test_relative_path(
         """
         Image file paths are resolved.
         """
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         target_id = vws_client.add_target(
             name="x",
             width=1,
@@ -1182,7 +1182,7 @@ def test_custom_base_url() -> None:
     It is possible to use the API to connect to a database under a custom VWS
     URL.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     base_vws_url = "http://example.com"
     mock_database = VuforiaDatabase()
     commands = [
diff --git a/tests/test_vws_errors.py b/tests/test_vws_errors.py
index 884e1e2e..3c4e7515 100644
--- a/tests/test_vws_errors.py
+++ b/tests/test_vws_errors.py
@@ -21,7 +21,7 @@ def test_target_id_does_not_exist(mock_database: VuforiaDatabase) -> None:
     Commands which take a target ID show an error if that does not map to a
     target in the database.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     for command_name, command in vws_group.commands.items():
         if "target_id" in [option.name for option in command.params]:
             args = [
@@ -52,7 +52,7 @@ def test_bad_image(
     """
     new_file = tmp_path / uuid.uuid4().hex
     new_file.write_bytes(data=b"Not an image")
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     args = [
         "add-target",
         "--name",
@@ -88,7 +88,7 @@ def test_fail_bad_request(
     """
     new_file = tmp_path / uuid.uuid4().hex
     new_file.write_bytes(data=high_quality_image.getvalue())
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     args = [
         "add-target",
         "--name",
@@ -123,7 +123,7 @@ def test_metadata_too_large(
     """
     new_file = tmp_path / uuid.uuid4().hex
     new_file.write_bytes(data=high_quality_image.getvalue())
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     args = [
         "add-target",
         "--name",
@@ -154,7 +154,7 @@ def test_image_too_large(
     """
     An error is given when the given image is too large.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = png_too_large.getvalue()
     new_file.write_bytes(data=image_data)
@@ -201,7 +201,7 @@ def test_target_name_exist(
         application_metadata=None,
     )
 
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
     new_file.write_bytes(data=image_data)
@@ -244,7 +244,7 @@ def test_project_inactive(
     database = VuforiaDatabase(state=States.PROJECT_INACTIVE)
     with MockVWS() as mock:
         mock.add_database(database=database)
-        runner = CliRunner(mix_stderr=False)
+        runner = CliRunner()
         commands = [
             "add-target",
             "--name",
@@ -282,7 +282,7 @@ def test_unknown_vws_error(
     When an unknown VWS error is given, e.g. what is given when some bad names
     are given, an error is given.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
     new_file.write_bytes(data=image_data)
@@ -325,7 +325,7 @@ def test_target_status_processing(
     """
     An error is given when trying to delete a target which is processing.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
 
     target_id = vws_client.add_target(
         name="x",
@@ -369,7 +369,7 @@ def test_target_status_not_success(
     An error is given when updating a target which has a status which is not
     "Success".
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     target_id = vws_client.add_target(
         name="x",
         width=1,
@@ -407,7 +407,7 @@ def test_authentication_failure(mock_database: VuforiaDatabase) -> None:
     """
     An error is given when the secret key is incorrect.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     commands = [
         "list-targets",
         "--server-access-key",
@@ -433,7 +433,7 @@ def test_request_time_too_skewed(mock_database: VuforiaDatabase) -> None:
     An error is given when the request time is more than 5 minutes different
     from the server time.
     """
-    runner = CliRunner(mix_stderr=False)
+    runner = CliRunner()
     vws_max_time_skew = 60 * 5
     leeway = 10
     time_difference_from_now = vws_max_time_skew + leeway

From 5b9932b5e8d04298a5d71c81d307d6d68efdc77b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 12 May 2025 04:44:01 +0000
Subject: [PATCH 039/792] Bump pyright from 1.1.393 to 1.1.400

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.393 to 1.1.400.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.393...v1.1.400)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.400
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 832c84ab..1a87b7d3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pre-commit==4.2.0",
     "pylint==3.3.7",
     "pyproject-fmt==2.5.1",
-    "pyright==1.1.393",
+    "pyright==1.1.400",
     "pyroma==4.2",
     "pytest==8.3.5",
     "pytest-cov==6.1.1",

From e8ff6f85ab9d4bb25a9a6729f753de5ea3b145e6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 12 May 2025 22:59:24 +0000
Subject: [PATCH 040/792] Bump docformatter from 1.7.6 to 1.7.7

Bumps [docformatter](https://github.com/PyCQA/docformatter) from 1.7.6 to 1.7.7.
- [Release notes](https://github.com/PyCQA/docformatter/releases)
- [Changelog](https://github.com/PyCQA/docformatter/blob/master/CHANGELOG.md)
- [Commits](https://github.com/PyCQA/docformatter/compare/v1.7.6...v1.7.7)

---
updated-dependencies:
- dependency-name: docformatter
  dependency-version: 1.7.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1a87b7d3..3c754394 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ optional-dependencies.dev = [
     "deptry==0.23.0",
     "doc8==1.1.2",
     "doccmd==2025.4.8",
-    "docformatter==1.7.6",
+    "docformatter==1.7.7",
     "freezegun==1.5.1",
     "furo==2024.8.6",
     "interrogate==1.7.0",

From 6d1a1e7596628615346dfb1f1dcea9cec7db60fc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 12 May 2025 22:59:52 +0000
Subject: [PATCH 041/792] Bump check-wheel-contents from 0.6.1 to 0.6.2

Bumps [check-wheel-contents](https://github.com/jwodder/check-wheel-contents) from 0.6.1 to 0.6.2.
- [Release notes](https://github.com/jwodder/check-wheel-contents/releases)
- [Changelog](https://github.com/jwodder/check-wheel-contents/blob/master/CHANGELOG.md)
- [Commits](https://github.com/jwodder/check-wheel-contents/compare/v0.6.1...v0.6.2)

---
updated-dependencies:
- dependency-name: check-wheel-contents
  dependency-version: 0.6.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1a87b7d3..a59acb91 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     "yamlfix==1.17.0",
 ]
 optional-dependencies.release = [
-    "check-wheel-contents==0.6.1",
+    "check-wheel-contents==0.6.2",
     "homebrew-pypi-poet==0.10.0",
 ]
 urls.Documentation = "https://vws-python.github.io/vws-cli/"

From 4d3b342b4f00da9f8f49af74d5a5e8239f2c0b4f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 15 May 2025 22:36:34 +0000
Subject: [PATCH 042/792] Bump ruff from 0.11.9 to 0.11.10

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.9 to 0.11.10.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.9...0.11.10)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.10
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7cc1025c..1d25d1b2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.9",
+    "ruff==0.11.10",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From c32bab704180f8a18e192e38c2f5d549947a9bfb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 16 May 2025 22:50:26 +0000
Subject: [PATCH 043/792] Bump types-pyyaml from 6.0.12.20250402 to
 6.0.12.20250516

Bumps [types-pyyaml](https://github.com/typeshed-internal/stub_uploader) from 6.0.12.20250402 to 6.0.12.20250516.
- [Commits](https://github.com/typeshed-internal/stub_uploader/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20250516
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1d25d1b2..ace8f005 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.4.3",
     "sphinxcontrib-spelling==8.0.1",
-    "types-pyyaml==6.0.12.20250402",
+    "types-pyyaml==6.0.12.20250516",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",

From d5fd04c9c28fb6ff97734ae3542844e5fb0ad5ac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 19 May 2025 22:36:18 +0000
Subject: [PATCH 044/792] Bump pyproject-fmt from 2.5.1 to 2.6.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.5.1 to 2.6.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.5.1...pyproject-fmt/2.6.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.6.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ace8f005..2408a6b0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.2.0",
     "pylint==3.3.7",
-    "pyproject-fmt==2.5.1",
+    "pyproject-fmt==2.6.0",
     "pyright==1.1.400",
     "pyroma==4.2",
     "pytest==8.3.5",

From 8b2ad79e4b254b2d8b333ed0e5d146bc673fcb19 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 May 2025 23:21:46 +0000
Subject: [PATCH 045/792] Bump click from 8.2.0 to 8.2.1

Bumps [click](https://github.com/pallets/click) from 8.2.0 to 8.2.1.
- [Release notes](https://github.com/pallets/click/releases)
- [Changelog](https://github.com/pallets/click/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/click/compare/8.2.0...8.2.1)

---
updated-dependencies:
- dependency-name: click
  dependency-version: 8.2.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2408a6b0..62cd4d98 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.20.2",
-    "click==8.2.0",
+    "click==8.2.1",
     "pyyaml==6.0.2",
     "vws-python==2025.3.10.1",
 ]

From 67af5a99eb04ecbb9135f8102a7f648960f2325a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 21 May 2025 22:53:28 +0000
Subject: [PATCH 046/792] Bump pyright from 1.1.400 to 1.1.401

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.400 to 1.1.401.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.400...v1.1.401)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.401
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 62cd4d98..0798f816 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pre-commit==4.2.0",
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
-    "pyright==1.1.400",
+    "pyright==1.1.401",
     "pyroma==4.2",
     "pytest==8.3.5",
     "pytest-cov==6.1.1",

From 3c408ba88329a6f4f163297d462c37db199ace1d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 22 May 2025 22:06:28 +0000
Subject: [PATCH 047/792] Bump ruff from 0.11.10 to 0.11.11

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.10 to 0.11.11.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.10...0.11.11)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.11
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0798f816..f275a206 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.10",
+    "ruff==0.11.11",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 1f1e726a3f656001094ff62f479699125f91f6f4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 26 May 2025 22:23:17 +0000
Subject: [PATCH 048/792] Bump freezegun from 1.5.1 to 1.5.2

Bumps [freezegun](https://github.com/spulec/freezegun) from 1.5.1 to 1.5.2.
- [Release notes](https://github.com/spulec/freezegun/releases)
- [Changelog](https://github.com/spulec/freezegun/blob/master/CHANGELOG)
- [Commits](https://github.com/spulec/freezegun/compare/1.5.1...1.5.2)

---
updated-dependencies:
- dependency-name: freezegun
  dependency-version: 1.5.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f275a206..1ba6c0e4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ optional-dependencies.dev = [
     "doc8==1.1.2",
     "doccmd==2025.4.8",
     "docformatter==1.7.7",
-    "freezegun==1.5.1",
+    "freezegun==1.5.2",
     "furo==2024.8.6",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.15.0",

From 218532bc62241d5206180bca7d8092520de4c564 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 29 May 2025 22:24:17 +0000
Subject: [PATCH 049/792] Bump mypy[faster-cache] from 1.15.0 to 1.16.0

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.15.0 to 1.16.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.15.0...v1.16.0)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.16.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1ba6c0e4..862e67b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.2",
     "furo==2024.8.6",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.15.0",
+    "mypy[faster-cache]==1.16.0",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.2.0",
     "pylint==3.3.7",

From a7a5fbb9e8f9476e576b60845e7caf91364def7e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 29 May 2025 22:24:42 +0000
Subject: [PATCH 050/792] Bump ruff from 0.11.11 to 0.11.12

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.11 to 0.11.12.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.11...0.11.12)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.12
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1ba6c0e4..ed48ecd3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.7.0",
-    "ruff==0.11.11",
+    "ruff==0.11.12",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From d3d4a4f11fc109404426b5e0c5068a415b002f18 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 30 May 2025 22:13:11 +0000
Subject: [PATCH 051/792] Bump pytest-regressions from 2.7.0 to 2.8.0

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.7.0 to 2.8.0.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.7.0...v2.8.0)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.8.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f98ea6a2..03f4c5e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyroma==4.2",
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
-    "pytest-regressions==2.7.0",
+    "pytest-regressions==2.8.0",
     "ruff==0.11.12",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From 58b4192b2aec151b2d834b494d0875875f08af4a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 5 Jun 2025 22:45:47 +0000
Subject: [PATCH 052/792] Bump ruff from 0.11.12 to 0.11.13

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.12 to 0.11.13.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.12...0.11.13)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.11.13
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 03f4c5e3..d66d29d1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.3.5",
     "pytest-cov==6.1.1",
     "pytest-regressions==2.8.0",
-    "ruff==0.11.12",
+    "ruff==0.11.13",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 30e7d70eb62fbf9ef90f999af75fc7f545b3de69 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 6 Jun 2025 22:15:35 +0000
Subject: [PATCH 053/792] Bump sphinx-substitution-extensions from 2025.4.3 to
 2025.6.6

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2025.4.3 to 2025.6.6.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2025.04.03...2025.06.06)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2025.6.6
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 03f4c5e3..3c66de50 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -70,7 +70,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2023.4.21",
     "sphinx-lint==1.0.0",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2025.4.3",
+    "sphinx-substitution-extensions==2025.6.6",
     "sphinxcontrib-spelling==8.0.1",
     "types-pyyaml==6.0.12.20250516",
     "vulture==2.14",

From 9c364c3da66e625984428d5bd57399e9eac924d7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Jun 2025 22:30:16 +0000
Subject: [PATCH 054/792] Bump stefanzweifel/git-auto-commit-action from 5 to 6

Bumps [stefanzweifel/git-auto-commit-action](https://github.com/stefanzweifel/git-auto-commit-action) from 5 to 6.
- [Release notes](https://github.com/stefanzweifel/git-auto-commit-action/releases)
- [Changelog](https://github.com/stefanzweifel/git-auto-commit-action/blob/master/CHANGELOG.md)
- [Commits](https://github.com/stefanzweifel/git-auto-commit-action/compare/v5...v6)

---
updated-dependencies:
- dependency-name: stefanzweifel/git-auto-commit-action
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1bfa2f1b..8c0de322 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -63,7 +63,7 @@ jobs:
           include: CHANGELOG.rst
           regex: false
 
-      - uses: stefanzweifel/git-auto-commit-action@v5
+      - uses: stefanzweifel/git-auto-commit-action@v6
         id: commit
         with:
           commit_message: Bump CHANGELOG

From a2fc370f85acae7f2d08a4bb6448364b63cef4d2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 11 Jun 2025 22:51:17 +0000
Subject: [PATCH 055/792] Bump pyright from 1.1.401 to 1.1.402

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.401 to 1.1.402.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.401...v1.1.402)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.402
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1221c9e4..cba69301 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pre-commit==4.2.0",
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
-    "pyright==1.1.401",
+    "pyright==1.1.402",
     "pyroma==4.2",
     "pytest==8.3.5",
     "pytest-cov==6.1.1",

From e89f771596457cb0312d744af6a66b8849363c1f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 11 Jun 2025 22:51:48 +0000
Subject: [PATCH 056/792] Bump pytest-cov from 6.1.1 to 6.2.0

Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 6.1.1 to 6.2.0.
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v6.1.1...v6.2.0)

---
updated-dependencies:
- dependency-name: pytest-cov
  dependency-version: 6.2.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1221c9e4..c58eedc6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ optional-dependencies.dev = [
     "pyright==1.1.401",
     "pyroma==4.2",
     "pytest==8.3.5",
-    "pytest-cov==6.1.1",
+    "pytest-cov==6.2.0",
     "pytest-regressions==2.8.0",
     "ruff==0.11.13",
     "setuptools-scm==8.3.1",

From 67e8846cc1d7aa6246eff357bd097b30151a6ab7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 12 Jun 2025 22:33:20 +0000
Subject: [PATCH 057/792] Bump beartype from 0.20.2 to 0.21.0

Bumps [beartype](https://github.com/beartype/beartype) from 0.20.2 to 0.21.0.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.20.2...v0.21.0)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.21.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 40ea621f..14d4c4f9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.20.2",
+    "beartype==0.21.0",
     "click==8.2.1",
     "pyyaml==6.0.2",
     "vws-python==2025.3.10.1",

From b4b96fc481019570bfca39beb2bf64f4eb47f1d4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 12 Jun 2025 22:33:48 +0000
Subject: [PATCH 058/792] Bump pytest-cov from 6.2.0 to 6.2.1

Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 6.2.0 to 6.2.1.
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v6.2.0...v6.2.1)

---
updated-dependencies:
- dependency-name: pytest-cov
  dependency-version: 6.2.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 40ea621f..42b02f09 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ optional-dependencies.dev = [
     "pyright==1.1.402",
     "pyroma==4.2",
     "pytest==8.3.5",
-    "pytest-cov==6.2.0",
+    "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",
     "ruff==0.11.13",
     "setuptools-scm==8.3.1",

From e5e25be9bbe236de739a770e09bf9cb26dc42991 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 12 Jun 2025 22:38:59 +0000
Subject: [PATCH 059/792] Bump pytest from 8.3.5 to 8.4.0

Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.3.5 to 8.4.0.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.3.5...8.4.0)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 8.4.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a8772f8f..a64425c0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pyproject-fmt==2.6.0",
     "pyright==1.1.402",
     "pyroma==4.2",
-    "pytest==8.3.5",
+    "pytest==8.4.0",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",
     "ruff==0.11.13",

From df0c698a2801fb74f755cb7ac7b33d3a34b11462 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Jun 2025 22:58:32 +0000
Subject: [PATCH 060/792] Bump doc8 from 1.1.2 to 2.0.0

Bumps [doc8](https://github.com/pycqa/doc8) from 1.1.2 to 2.0.0.
- [Release notes](https://github.com/pycqa/doc8/releases)
- [Commits](https://github.com/pycqa/doc8/compare/v1.1.2...v2.0.0)

---
updated-dependencies:
- dependency-name: doc8
  dependency-version: 2.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a8772f8f..f2378ae8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "actionlint-py==1.7.7.23",
     "check-manifest==0.50",
     "deptry==0.23.0",
-    "doc8==1.1.2",
+    "doc8==2.0.0",
     "doccmd==2025.4.8",
     "docformatter==1.7.7",
     "freezegun==1.5.2",

From 071d58c160acfb5aff02a353f1796d1b006647cb Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 14 Jun 2025 08:12:41 +0100
Subject: [PATCH 061/792] Do not beartype pytest fixtures - decorating fixtures
 is not supported

---
 tests/conftest.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 21899814..080c3d12 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -21,7 +21,6 @@ def pytest_collection_modifyitems(items: list[pytest.Item]) -> None:
         item.obj = beartype(obj=item.obj)
 
 
-@beartype
 @pytest.fixture(name="mock_database")
 def fixture_mock_database() -> Iterator[VuforiaDatabase]:
     """
@@ -33,7 +32,6 @@ def fixture_mock_database() -> Iterator[VuforiaDatabase]:
         yield database
 
 
-@beartype
 @pytest.fixture
 def vws_client(mock_database: VuforiaDatabase) -> VWS:
     """

From 4f142785c30c42575c84e5fb2c4718c3a1a8fd3a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Jun 2025 23:50:04 +0000
Subject: [PATCH 062/792] Bump mypy[faster-cache] from 1.16.0 to 1.16.1

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.16.0 to 1.16.1.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.16.0...v1.16.1)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.16.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ff9c2c12..205e0673 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.2",
     "furo==2024.8.6",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.16.0",
+    "mypy[faster-cache]==1.16.1",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.2.0",
     "pylint==3.3.7",

From 3b4276d2fc7a47a5a496536a649ae892d043bf88 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 17 Jun 2025 22:18:28 +0000
Subject: [PATCH 063/792] Bump ruff from 0.11.13 to 0.12.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.11.13 to 0.12.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.11.13...0.12.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 205e0673..8ac6de25 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.0",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",
-    "ruff==0.11.13",
+    "ruff==0.12.0",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From f2886769210410c957d3159e64d3b5b30bae2179 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 18 Jun 2025 22:12:25 +0000
Subject: [PATCH 064/792] Bump pytest from 8.4.0 to 8.4.1

Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.4.0 to 8.4.1.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.4.0...8.4.1)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 8.4.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8ac6de25..49d861ea 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pyproject-fmt==2.6.0",
     "pyright==1.1.402",
     "pyroma==4.2",
-    "pytest==8.4.0",
+    "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",
     "ruff==0.12.0",

From 473aa981102d7afcb0f69a65f7157a2580ce6320 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Jun 2025 22:41:14 +0000
Subject: [PATCH 065/792] Bump ruff from 0.12.0 to 0.12.1

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.0 to 0.12.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.0...0.12.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 49d861ea..88f53289 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",
-    "ruff==0.12.0",
+    "ruff==0.12.1",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 5e447b0228ccc0f08fad625f90b1e56ed0ddaf2f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 1 Jul 2025 22:58:28 +0000
Subject: [PATCH 066/792] Bump pyroma from 4.2 to 4.3.1

Bumps [pyroma](https://github.com/regebro/pyroma) from 4.2 to 4.3.1.
- [Changelog](https://github.com/regebro/pyroma/blob/master/CHANGES.txt)
- [Commits](https://github.com/regebro/pyroma/compare/4.2...4.3.1)

---
updated-dependencies:
- dependency-name: pyroma
  dependency-version: 4.3.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 88f53289..146a70a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
     "pyright==1.1.402",
-    "pyroma==4.2",
+    "pyroma==4.3.1",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",

From f51954a0dc01ae60ec324b42b30667db641c81b1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 2 Jul 2025 22:12:47 +0000
Subject: [PATCH 067/792] Bump pyroma from 4.3.1 to 4.3.2

Bumps [pyroma](https://github.com/regebro/pyroma) from 4.3.1 to 4.3.2.
- [Changelog](https://github.com/regebro/pyroma/blob/master/CHANGES.txt)
- [Commits](https://github.com/regebro/pyroma/compare/4.3.1...4.3.2)

---
updated-dependencies:
- dependency-name: pyroma
  dependency-version: 4.3.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 146a70a3..91ac7868 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
     "pyright==1.1.402",
-    "pyroma==4.3.1",
+    "pyroma==4.3.2",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",

From 20097ad8a9139e8bfb9dead50f2e09688cecf43a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 3 Jul 2025 22:18:05 +0000
Subject: [PATCH 068/792] Bump pyroma from 4.3.2 to 4.3.3

Bumps [pyroma](https://github.com/regebro/pyroma) from 4.3.2 to 4.3.3.
- [Changelog](https://github.com/regebro/pyroma/blob/master/CHANGES.txt)
- [Commits](https://github.com/regebro/pyroma/compare/4.3.2...4.3.3)

---
updated-dependencies:
- dependency-name: pyroma
  dependency-version: 4.3.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 91ac7868..ccd4a24d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
     "pyright==1.1.402",
-    "pyroma==4.3.2",
+    "pyroma==4.3.3",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",

From 9872c877c1a2c373a3e730f3a4b75679e85554ca Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 3 Jul 2025 22:18:14 +0000
Subject: [PATCH 069/792] Bump ruff from 0.12.1 to 0.12.2

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.1 to 0.12.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.1...0.12.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 91ac7868..304da97b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.0",
-    "ruff==0.12.1",
+    "ruff==0.12.2",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 7a2f1d529a09768706fa928e59d1071c489ff670 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 4 Jul 2025 22:20:46 +0000
Subject: [PATCH 070/792] Bump pytest-regressions from 2.8.0 to 2.8.1

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.8.0 to 2.8.1.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.8.0...v2.8.1)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.8.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4557d93b..1a9d36cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyroma==4.3.3",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
-    "pytest-regressions==2.8.0",
+    "pytest-regressions==2.8.1",
     "ruff==0.12.2",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From f9dd73fa4d431ad76b45b690d1325337e863c8fb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 8 Jul 2025 22:07:23 +0000
Subject: [PATCH 071/792] Bump shfmt-py from 3.11.0.2 to 3.12.0.2

Bumps [shfmt-py](https://github.com/maxwinterstein/shfmt-py) from 3.11.0.2 to 3.12.0.2.
- [Release notes](https://github.com/maxwinterstein/shfmt-py/releases)
- [Commits](https://github.com/maxwinterstein/shfmt-py/commits)

---
updated-dependencies:
- dependency-name: shfmt-py
  dependency-version: 3.12.0.2
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1a9d36cb..fdd727bd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,7 +63,7 @@ optional-dependencies.dev = [
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.
     "shellcheck-py==0.10.0.1",
-    "shfmt-py==3.11.0.2",
+    "shfmt-py==3.12.0.2",
     "sphinx==8.2.3",
     "sphinx-click==6.0.0",
     "sphinx-copybutton==0.5.2",

From 1c47e5feca8770c487de3fe5261c3c915e4d1809 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 9 Jul 2025 22:56:55 +0000
Subject: [PATCH 072/792] Bump pyright from 1.1.402 to 1.1.403

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.402 to 1.1.403.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.402...v1.1.403)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.403
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fdd727bd..d8f3848a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pre-commit==4.2.0",
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
-    "pyright==1.1.402",
+    "pyright==1.1.403",
     "pyroma==4.3.3",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",

From b7c78b952b6144543ddedd06bc7d289fe603d56c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 11 Jul 2025 22:43:45 +0000
Subject: [PATCH 073/792] Bump ruff from 0.12.2 to 0.12.3

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.2 to 0.12.3.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.2...0.12.3)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d8f3848a..79e83435 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",
-    "ruff==0.12.2",
+    "ruff==0.12.3",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From aa7d2cb4c81c44901c34013d2f436e95d82e0261 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Jul 2025 01:33:52 +0000
Subject: [PATCH 074/792] Bump mypy[faster-cache] from 1.16.1 to 1.17.0

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.17.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 79e83435..d3da9b18 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.2",
     "furo==2024.8.6",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.16.1",
+    "mypy[faster-cache]==1.17.0",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.2.0",
     "pylint==3.3.7",

From 0b38a26671bbd688e6c295f4da0443c1fce2f12b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Jul 2025 02:00:56 +0000
Subject: [PATCH 075/792] Bump freezegun from 1.5.2 to 1.5.3

---
updated-dependencies:
- dependency-name: freezegun
  dependency-version: 1.5.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 79e83435..e816d753 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ optional-dependencies.dev = [
     "doc8==2.0.0",
     "doccmd==2025.4.8",
     "docformatter==1.7.7",
-    "freezegun==1.5.2",
+    "freezegun==1.5.3",
     "furo==2024.8.6",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.16.1",

From bba832ecc8c4c64b54a87fbc3c0995418734eaf4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 15 Jul 2025 22:07:32 +0000
Subject: [PATCH 076/792] Bump pyroma from 4.3.3 to 5.0

Bumps [pyroma](https://github.com/regebro/pyroma) from 4.3.3 to 5.0.
- [Changelog](https://github.com/regebro/pyroma/blob/master/CHANGES.txt)
- [Commits](https://github.com/regebro/pyroma/compare/4.3.3...5.0)

---
updated-dependencies:
- dependency-name: pyroma
  dependency-version: '5.0'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index acd9ef21..119c7666 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
     "pyright==1.1.403",
-    "pyroma==4.3.3",
+    "pyroma==5.0",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",

From 993452675907d3154d1b4138c5e9fcbd904d9603 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 17 Jul 2025 22:35:54 +0000
Subject: [PATCH 077/792] Bump ruff from 0.12.3 to 0.12.4

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.3 to 0.12.4.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.3...0.12.4)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 119c7666..08350b69 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",
-    "ruff==0.12.3",
+    "ruff==0.12.4",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 26fd0145fcf6797d36cb6f970febcb29c6df4c3e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 22 Jul 2025 22:26:21 +0000
Subject: [PATCH 078/792] Bump furo from 2024.8.6 to 2025.7.19

Bumps [furo](https://github.com/pradyunsg/furo) from 2024.8.6 to 2025.7.19.
- [Release notes](https://github.com/pradyunsg/furo/releases)
- [Changelog](https://github.com/pradyunsg/furo/blob/main/docs/changelog.md)
- [Commits](https://github.com/pradyunsg/furo/compare/2024.08.06...2025.07.19)

---
updated-dependencies:
- dependency-name: furo
  dependency-version: 2025.7.19
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 08350b69..eda78037 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ optional-dependencies.dev = [
     "doccmd==2025.4.8",
     "docformatter==1.7.7",
     "freezegun==1.5.3",
-    "furo==2024.8.6",
+    "furo==2025.7.19",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.17.0",
     "mypy-strict-kwargs==2025.4.3",

From 7804fed7050d5b4a051f8857512a29bbf23f0e78 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 24 Jul 2025 22:18:01 +0000
Subject: [PATCH 079/792] Bump ruff from 0.12.4 to 0.12.5

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.4 to 0.12.5.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.4...0.12.5)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index eda78037..45d166d0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",
-    "ruff==0.12.4",
+    "ruff==0.12.5",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 44db4828387dfa16db6f92b8c2e91c7ae85e4388 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 29 Jul 2025 22:19:39 +0000
Subject: [PATCH 080/792] Bump ruff from 0.12.5 to 0.12.6

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.5 to 0.12.6.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/commits)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 45d166d0..e8de2939 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",
-    "ruff==0.12.5",
+    "ruff==0.12.6",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 30fcf9fe1fc0c47e7a2bd5ace7041ab8a124f425 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 30 Jul 2025 22:41:07 +0000
Subject: [PATCH 081/792] Bump ruff from 0.12.6 to 0.12.7

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.6 to 0.12.7.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/commits/0.12.7)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e8de2939..c3fb069f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",
-    "ruff==0.12.6",
+    "ruff==0.12.7",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 58ffdb1af635c073caf90ce80ec50f4371481663 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 30 Jul 2025 22:41:21 +0000
Subject: [PATCH 082/792] Bump freezegun from 1.5.3 to 1.5.4

Bumps [freezegun](https://github.com/spulec/freezegun) from 1.5.3 to 1.5.4.
- [Release notes](https://github.com/spulec/freezegun/releases)
- [Changelog](https://github.com/spulec/freezegun/blob/master/CHANGELOG)
- [Commits](https://github.com/spulec/freezegun/compare/1.5.3...1.5.4)

---
updated-dependencies:
- dependency-name: freezegun
  dependency-version: 1.5.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e8de2939..e4baae9f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ optional-dependencies.dev = [
     "doc8==2.0.0",
     "doccmd==2025.4.8",
     "docformatter==1.7.7",
-    "freezegun==1.5.3",
+    "freezegun==1.5.4",
     "furo==2025.7.19",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.17.0",

From c1834f50aa08f90a59e0411def0786ee87608176 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 31 Jul 2025 22:41:12 +0000
Subject: [PATCH 083/792] Bump mypy[faster-cache] from 1.17.0 to 1.17.1

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.17.0 to 1.17.1.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.17.0...v1.17.1)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e1024044..587b1211 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.4",
     "furo==2025.7.19",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.17.0",
+    "mypy[faster-cache]==1.17.1",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.2.0",
     "pylint==3.3.7",

From 9c1344705af93afe081f9a0cb7bd33d01dd0975d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 31 Jul 2025 22:41:27 +0000
Subject: [PATCH 084/792] Bump deptry from 0.23.0 to 0.23.1

Bumps [deptry](https://github.com/fpgmaas/deptry) from 0.23.0 to 0.23.1.
- [Release notes](https://github.com/fpgmaas/deptry/releases)
- [Changelog](https://github.com/fpgmaas/deptry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/fpgmaas/deptry/compare/0.23.0...0.23.1)

---
updated-dependencies:
- dependency-name: deptry
  dependency-version: 0.23.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e1024044..d19aef05 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,7 +40,7 @@ dependencies = [
 optional-dependencies.dev = [
     "actionlint-py==1.7.7.23",
     "check-manifest==0.50",
-    "deptry==0.23.0",
+    "deptry==0.23.1",
     "doc8==2.0.0",
     "doccmd==2025.4.8",
     "docformatter==1.7.7",

From b316d38edbcf5d3d288d832186a58c0a2e20adb8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 Aug 2025 04:00:47 +0000
Subject: [PATCH 085/792] Bump check-wheel-contents from 0.6.2 to 0.6.3

Bumps [check-wheel-contents](https://github.com/jwodder/check-wheel-contents) from 0.6.2 to 0.6.3.
- [Release notes](https://github.com/jwodder/check-wheel-contents/releases)
- [Changelog](https://github.com/jwodder/check-wheel-contents/blob/master/CHANGELOG.md)
- [Commits](https://github.com/jwodder/check-wheel-contents/compare/v0.6.2...v0.6.3)

---
updated-dependencies:
- dependency-name: check-wheel-contents
  dependency-version: 0.6.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fd9677d8..7db6a9f0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     "yamlfix==1.17.0",
 ]
 optional-dependencies.release = [
-    "check-wheel-contents==0.6.2",
+    "check-wheel-contents==0.6.3",
     "homebrew-pypi-poet==0.10.0",
 ]
 urls.Documentation = "https://vws-python.github.io/vws-cli/"

From eca303afc53659c921f5b66bf28adf9c430d2f8b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 7 Aug 2025 22:40:46 +0000
Subject: [PATCH 086/792] Bump ruff from 0.12.7 to 0.12.8

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.7 to 0.12.8.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.7...0.12.8)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7db6a9f0..c6ac4d18 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",
-    "ruff==0.12.7",
+    "ruff==0.12.8",
     "setuptools-scm==8.3.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 7f564c86ae3da2cefd1c34b47bef55ece266e0af Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 11 Aug 2025 22:17:44 +0000
Subject: [PATCH 087/792] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/pre-commit/pre-commit-hooks: v5.0.0 → v6.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v5.0.0...v6.0.0)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 547ebb66..183a655c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -45,7 +45,7 @@ repos:
     hooks:
       - id: check-useless-excludes
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: check-added-large-files
       - id: check-case-conflict

From 1827248a3c9ef05bc144265222bc3b732f4c0ad1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 04:59:32 +0000
Subject: [PATCH 088/792] Bump setuptools-scm from 8.3.1 to 9.1.1

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 8.3.1 to 9.1.1.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v8.3.1...v9.1.1)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 9.1.1
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c6ac4d18..b4b741eb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.1",
     "ruff==0.12.8",
-    "setuptools-scm==8.3.1",
+    "setuptools-scm==9.1.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 9c874264a5d74a69bfd555dbf83762ee13d71e22 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 05:01:08 +0000
Subject: [PATCH 089/792] Bump freezegun from 1.5.4 to 1.5.5

Bumps [freezegun](https://github.com/spulec/freezegun) from 1.5.4 to 1.5.5.
- [Release notes](https://github.com/spulec/freezegun/releases)
- [Changelog](https://github.com/spulec/freezegun/blob/master/CHANGELOG)
- [Commits](https://github.com/spulec/freezegun/compare/1.5.4...1.5.5)

---
updated-dependencies:
- dependency-name: freezegun
  dependency-version: 1.5.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c6ac4d18..e0606512 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ optional-dependencies.dev = [
     "doc8==2.0.0",
     "doccmd==2025.4.8",
     "docformatter==1.7.7",
-    "freezegun==1.5.4",
+    "freezegun==1.5.5",
     "furo==2025.7.19",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.17.1",

From dd0746d1e0e501abbb881a617285447202f4a2a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 05:27:23 +0000
Subject: [PATCH 090/792] Bump pre-commit from 4.2.0 to 4.3.0

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 4.2.0 to 4.3.0.
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v4.2.0...v4.3.0)

---
updated-dependencies:
- dependency-name: pre-commit
  dependency-version: 4.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c6ac4d18..84038385 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.17.1",
     "mypy-strict-kwargs==2025.4.3",
-    "pre-commit==4.2.0",
+    "pre-commit==4.3.0",
     "pylint==3.3.7",
     "pyproject-fmt==2.6.0",
     "pyright==1.1.403",

From e77fc2ab87c2a07e6ba2527e13f0deeb3b6d70e2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 06:49:22 +0000
Subject: [PATCH 091/792] Bump shellcheck-py from 0.10.0.1 to 0.11.0.1

Bumps [shellcheck-py](https://github.com/ryanrhee/shellcheck-py) from 0.10.0.1 to 0.11.0.1.
- [Commits](https://github.com/ryanrhee/shellcheck-py/compare/v0.10.0.1...v0.11.0.1)

---
updated-dependencies:
- dependency-name: shellcheck-py
  dependency-version: 0.11.0.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c6ac4d18..8a9562e2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,7 +62,7 @@ optional-dependencies.dev = [
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.
-    "shellcheck-py==0.10.0.1",
+    "shellcheck-py==0.11.0.1",
     "shfmt-py==3.12.0.2",
     "sphinx==8.2.3",
     "sphinx-click==6.0.0",

From c52b358f707b9f0a9c2b72ec22aa8c71ebca3ba7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 07:11:10 +0000
Subject: [PATCH 092/792] Bump actions/checkout from 4 to 5

Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 5.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v4...v5)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: '5'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml           | 2 +-
 .github/workflows/lint.yml         | 2 +-
 .github/workflows/publish-site.yml | 2 +-
 .github/workflows/release.yml      | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 98780a53..1449314e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,7 +23,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
       - name: Install uv
         uses: astral-sh/setup-uv@v6
         with:
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 6e9cdf5c..2ee9f7f9 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -23,7 +23,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
         # We need our tags in order to calculate the version
         # in the Sphinx setup.
         with:
diff --git a/.github/workflows/publish-site.yml b/.github/workflows/publish-site.yml
index 1b4e5e4f..2b2e80bb 100644
--- a/.github/workflows/publish-site.yml
+++ b/.github/workflows/publish-site.yml
@@ -17,7 +17,7 @@ jobs:
       pages: write
       id-token: write
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
         # We need our tags in order to calculate the version
         # in the Sphinx setup.
         with:
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8c0de322..89bc0622 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -21,7 +21,7 @@ jobs:
       contents: write
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v5
         with:
           # See
           # https://github.com/stefanzweifel/git-auto-commit-action?tab=readme-ov-file#push-to-protected-branches

From 7d43ceaa04369099ed47380cb8082fa2e7ef0ec4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 07:22:01 +0000
Subject: [PATCH 093/792] Bump types-pyyaml from 6.0.12.20250516 to
 6.0.12.20250809

Bumps [types-pyyaml](https://github.com/typeshed-internal/stub_uploader) from 6.0.12.20250516 to 6.0.12.20250809.
- [Commits](https://github.com/typeshed-internal/stub_uploader/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20250809
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c6ac4d18..05b2c2fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.6.6",
     "sphinxcontrib-spelling==8.0.1",
-    "types-pyyaml==6.0.12.20250516",
+    "types-pyyaml==6.0.12.20250809",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",

From d0a5cba211c191ea225d8756986ef9bb7539ced2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 Aug 2025 07:29:19 +0000
Subject: [PATCH 094/792] Bump pylint from 3.3.7 to 3.3.8

Bumps [pylint](https://github.com/pylint-dev/pylint) from 3.3.7 to 3.3.8.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v3.3.7...v3.3.8)

---
updated-dependencies:
- dependency-name: pylint
  dependency-version: 3.3.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index bf255e6c..9365698b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.17.1",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
-    "pylint==3.3.7",
+    "pylint==3.3.8",
     "pyproject-fmt==2.6.0",
     "pyright==1.1.403",
     "pyroma==5.0",

From 43bd7027d90aff37e522813d534a8c2748916de4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 13 Aug 2025 22:38:01 +0000
Subject: [PATCH 095/792] Bump pytest-regressions from 2.8.1 to 2.8.2

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.8.1 to 2.8.2.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.8.1...v2.8.2)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.8.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9365698b..10e00795 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyroma==5.0",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
-    "pytest-regressions==2.8.1",
+    "pytest-regressions==2.8.2",
     "ruff==0.12.8",
     "setuptools-scm==9.1.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From b386d74676491ed5e902c6a25fda98d1f21abf13 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 14 Aug 2025 22:47:29 +0000
Subject: [PATCH 096/792] Bump ruff from 0.12.8 to 0.12.9

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.8 to 0.12.9.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.8...0.12.9)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.9
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 10e00795..ef92b313 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.2",
-    "ruff==0.12.8",
+    "ruff==0.12.9",
     "setuptools-scm==9.1.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ad689f36be9424f10d99fe713f7211d4a4a9f3fc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 Aug 2025 07:45:41 +0000
Subject: [PATCH 097/792] Bump setuptools-scm from 9.1.1 to 9.2.0

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 9.1.1 to 9.2.0.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v9.1.1...v9.2.0)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 9.2.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ef92b313..efafab07 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.2",
     "ruff==0.12.9",
-    "setuptools-scm==9.1.1",
+    "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From a9c734718f1004808898774097f22405f9a66391 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 20 Aug 2025 22:06:17 +0000
Subject: [PATCH 098/792] Bump pyright from 1.1.403 to 1.1.404

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.403 to 1.1.404.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.403...v1.1.404)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.404
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index efafab07..d05242dd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pre-commit==4.3.0",
     "pylint==3.3.8",
     "pyproject-fmt==2.6.0",
-    "pyright==1.1.403",
+    "pyright==1.1.404",
     "pyroma==5.0",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",

From 927a74c85a2e334483c079043ba78266a09ad5c5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 21 Aug 2025 22:42:15 +0000
Subject: [PATCH 099/792] Bump ruff from 0.12.9 to 0.12.10

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.9 to 0.12.10.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.9...0.12.10)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.10
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d05242dd..3bf66b84 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.2",
-    "ruff==0.12.9",
+    "ruff==0.12.10",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 8810feb8b4dd2df8d0b35dc0d69defec6a8c5e4b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 22 Aug 2025 22:52:49 +0000
Subject: [PATCH 100/792] Bump types-pyyaml from 6.0.12.20250809 to
 6.0.12.20250822

Bumps [types-pyyaml](https://github.com/typeshed-internal/stub_uploader) from 6.0.12.20250809 to 6.0.12.20250822.
- [Commits](https://github.com/typeshed-internal/stub_uploader/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20250822
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3bf66b84..87b03d2c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.6.6",
     "sphinxcontrib-spelling==8.0.1",
-    "types-pyyaml==6.0.12.20250809",
+    "types-pyyaml==6.0.12.20250822",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",

From 31beddd6c162a8b11a5c24f65778beaf6052c6e5 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 24 Aug 2025 17:13:39 +0100
Subject: [PATCH 101/792] Use new way of specifying license

---
 LICENSE        | 21 ---------------------
 pyproject.toml |  3 +--
 2 files changed, 1 insertion(+), 23 deletions(-)
 delete mode 100644 LICENSE

diff --git a/LICENSE b/LICENSE
deleted file mode 100644
index a2809f19..00000000
--- a/LICENSE
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2019 Adam Dangoor
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/pyproject.toml b/pyproject.toml
index 87b03d2c..b0f09ffc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,7 +14,7 @@ keywords = [
     "vuforia",
     "vws",
 ]
-license = { file = "LICENSE" }
+license = "MIT"
 authors = [
     { name = "Adam Dangoor", email = "adamdangoor@gmail.com" },
 ]
@@ -22,7 +22,6 @@ requires-python = ">=3.13"
 classifiers = [
     "Development Status :: 5 - Production/Stable",
     "Environment :: Web Environment",
-    "License :: OSI Approved :: MIT License",
     "Operating System :: Microsoft :: Windows",
     "Operating System :: POSIX",
     "Programming Language :: Python :: 3 :: Only",

From 6da17c99a951e3b8b05dc5f197c249df46cb9789 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 24 Aug 2025 17:48:03 +0100
Subject: [PATCH 102/792] Run pre-commit hooks on only one stage each

---
 .pre-commit-config.yaml | 38 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 183a655c..7e7aa2be 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,31 +44,49 @@ repos:
   - repo: meta
     hooks:
       - id: check-useless-excludes
+        stages: [pre-commit]
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v6.0.0
     hooks:
       - id: check-added-large-files
+        stages: [pre-commit]
       - id: check-case-conflict
+        stages: [pre-commit]
       - id: check-executables-have-shebangs
+        stages: [pre-commit]
       - id: check-merge-conflict
+        stages: [pre-commit]
       - id: check-shebang-scripts-are-executable
+        stages: [pre-commit]
       - id: check-symlinks
+        stages: [pre-commit]
       - id: check-json
+        stages: [pre-commit]
       - id: check-toml
+        stages: [pre-commit]
       - id: check-vcs-permalinks
+        stages: [pre-commit]
       - id: check-yaml
+        stages: [pre-commit]
       - id: end-of-file-fixer
+        stages: [pre-commit]
       - id: file-contents-sorter
         files: spelling_private_dict\.txt$
+        stages: [pre-commit]
       - id: trailing-whitespace
+        stages: [pre-commit]
   - repo: https://github.com/pre-commit/pygrep-hooks
     rev: v1.10.0
     hooks:
       - id: rst-directive-colons
+        stages: [pre-commit]
       - id: rst-inline-touching-normal
+        stages: [pre-commit]
       - id: text-unicode-replacement-char
+        stages: [pre-commit]
       - id: rst-backticks
 
+        stages: [pre-commit]
   - repo: local
     hooks:
       - id: actionlint
@@ -78,6 +96,7 @@ repos:
         pass_filenames: false
         types_or: [yaml]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: docformatter
         name: docformatter
@@ -87,6 +106,7 @@ repos:
         # We exclude this file to avoid https://github.com/PyCQA/docformatter/issues/291.
         exclude: src/vws_cli/commands.py
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: shellcheck
         name: shellcheck
@@ -94,6 +114,7 @@ repos:
         language: python
         types_or: [shell]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: shellcheck-docs
         name: shellcheck-docs
@@ -102,6 +123,7 @@ repos:
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: shfmt
         name: shfmt
@@ -110,6 +132,7 @@ repos:
         pass_filenames: false
         types_or: [shell]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: shfmt-docs
         name: shfmt-docs
@@ -118,6 +141,7 @@ repos:
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: mypy
         name: mypy
@@ -166,6 +190,7 @@ repos:
         types_or: [python]
         pass_filenames: false
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: vulture-docs
         name: vulture docs
@@ -174,6 +199,7 @@ repos:
         types_or: [python]
         pass_filenames: false
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: pyroma
         name: pyroma
@@ -182,6 +208,7 @@ repos:
         pass_filenames: false
         types_or: [toml]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: deptry
         name: deptry
@@ -189,6 +216,7 @@ repos:
         language: python
         pass_filenames: false
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: pylint
         name: pylint
@@ -211,6 +239,7 @@ repos:
         language: python
         types_or: [python]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: ruff-check-fix-docs
         name: Ruff check fix docs
@@ -218,6 +247,7 @@ repos:
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: ruff-format-fix
         name: Ruff format
@@ -225,6 +255,7 @@ repos:
         language: python
         types_or: [python]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: ruff-format-fix-docs
         name: Ruff format docs
@@ -233,6 +264,7 @@ repos:
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: interrogate-docs
         name: interrogate docs
@@ -240,6 +272,7 @@ repos:
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: doc8
         name: doc8
@@ -247,6 +280,7 @@ repos:
         language: python
         types_or: [rst]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: interrogate
         name: interrogate
@@ -254,6 +288,7 @@ repos:
         language: python
         types_or: [python]
         exclude_types: [executable]
+        stages: [pre-commit]
 
       - id: pyproject-fmt-fix
         name: pyproject-fmt
@@ -262,6 +297,7 @@ repos:
         types_or: [toml]
         files: pyproject.toml
 
+        stages: [pre-commit]
       - id: linkcheck
         name: linkcheck
         entry: make -C docs/ linkcheck SPHINXOPTS=-W
@@ -302,6 +338,7 @@ repos:
         language: python
         types_or: [yaml]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]
 
       - id: sphinx-lint
         name: sphinx-lint
@@ -309,3 +346,4 @@ repos:
         language: python
         types_or: [rst]
         additional_dependencies: [uv==0.6.3]
+        stages: [pre-commit]

From 98f005328191cde5298afa38e4f6a403a731a1d9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 28 Aug 2025 22:06:52 +0000
Subject: [PATCH 103/792] Bump ruff from 0.12.10 to 0.12.11

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.10 to 0.12.11.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.10...0.12.11)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.11
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b0f09ffc..b061ab98 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.2",
-    "ruff==0.12.10",
+    "ruff==0.12.11",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 5ec25bafce42acad5b4d84d111b669fadd5738a8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Sep 2025 22:06:24 +0000
Subject: [PATCH 104/792] Bump pyright from 1.1.404 to 1.1.405

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.404 to 1.1.405.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.404...v1.1.405)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.405
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b061ab98..102f9e47 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "pre-commit==4.3.0",
     "pylint==3.3.8",
     "pyproject-fmt==2.6.0",
-    "pyright==1.1.404",
+    "pyright==1.1.405",
     "pyroma==5.0",
     "pytest==8.4.1",
     "pytest-cov==6.2.1",

From 33e042a5eb677f283b900e760b6c5286a2c71bc9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Sep 2025 22:06:37 +0000
Subject: [PATCH 105/792] Bump pytest from 8.4.1 to 8.4.2

Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.4.1 to 8.4.2.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.4.1...8.4.2)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 8.4.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b061ab98..fe0b932f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pyproject-fmt==2.6.0",
     "pyright==1.1.404",
     "pyroma==5.0",
-    "pytest==8.4.1",
+    "pytest==8.4.2",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.2",
     "ruff==0.12.11",

From d8ac778e90da1f46d783d3bd742f701dd6f838c2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Sep 2025 22:06:59 +0000
Subject: [PATCH 106/792] Bump ruff from 0.12.11 to 0.12.12

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.11 to 0.12.12.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.11...0.12.12)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.12.12
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b061ab98..d84a964b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.1",
     "pytest-cov==6.2.1",
     "pytest-regressions==2.8.2",
-    "ruff==0.12.11",
+    "ruff==0.12.12",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 9f94daf32dbee2edfc44a64a89426e79b1125d04 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Sep 2025 22:05:35 +0000
Subject: [PATCH 107/792] Bump pytest-regressions from 2.8.2 to 2.8.3

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.8.2 to 2.8.3.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.8.2...v2.8.3)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.8.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d11da883..1c3812de 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ optional-dependencies.dev = [
     "pyroma==5.0",
     "pytest==8.4.2",
     "pytest-cov==6.2.1",
-    "pytest-regressions==2.8.2",
+    "pytest-regressions==2.8.3",
     "ruff==0.12.12",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From c2b97a0a670b2989cc3590cb3f1dbf0f90c0776c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Sep 2025 22:05:58 +0000
Subject: [PATCH 108/792] Bump yamlfix from 1.17.0 to 1.18.0

Bumps [yamlfix](https://github.com/lyz-code/yamlfix) from 1.17.0 to 1.18.0.
- [Changelog](https://github.com/lyz-code/yamlfix/blob/main/CHANGELOG.md)
- [Commits](https://github.com/lyz-code/yamlfix/compare/1.17.0...1.18.0)

---
updated-dependencies:
- dependency-name: yamlfix
  dependency-version: 1.18.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d11da883..6d71c881 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -75,7 +75,7 @@ optional-dependencies.dev = [
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
-    "yamlfix==1.17.0",
+    "yamlfix==1.18.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From afe36226a43b04df9b86070cf6c1a42d5546d179 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Sep 2025 22:06:50 +0000
Subject: [PATCH 109/792] Bump pytest-cov from 6.2.1 to 6.3.0

Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 6.2.1 to 6.3.0.
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v6.2.1...v6.3.0)

---
updated-dependencies:
- dependency-name: pytest-cov
  dependency-version: 6.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 53f11f8d..51d255c7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pyright==1.1.405",
     "pyroma==5.0",
     "pytest==8.4.2",
-    "pytest-cov==6.2.1",
+    "pytest-cov==6.3.0",
     "pytest-regressions==2.8.3",
     "ruff==0.12.12",
     "setuptools-scm==9.2.0",

From 8745d100afa140f527f28ed5da895448e641abeb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 9 Sep 2025 22:07:27 +0000
Subject: [PATCH 110/792] Bump pytest-cov from 6.3.0 to 7.0.0

Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 6.3.0 to 7.0.0.
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v6.3.0...v7.0.0)

---
updated-dependencies:
- dependency-name: pytest-cov
  dependency-version: 7.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 51d255c7..f7cceda4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pyright==1.1.405",
     "pyroma==5.0",
     "pytest==8.4.2",
-    "pytest-cov==6.3.0",
+    "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
     "ruff==0.12.12",
     "setuptools-scm==9.2.0",

From cab87976d523edd5e12aa34a99315b2790272a84 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 10 Sep 2025 22:06:19 +0000
Subject: [PATCH 111/792] Bump ruff from 0.12.12 to 0.13.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.12.12 to 0.13.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.12.12...0.13.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7cceda4..9b1cdc3b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.12.12",
+    "ruff==0.13.0",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From c59a6154ad3036fef5d07c649f46e86cf8723afa Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 11 Sep 2025 22:05:37 +0000
Subject: [PATCH 112/792] Bump sphinx-click from 6.0.0 to 6.1.0

Bumps [sphinx-click](https://github.com/click-contrib/sphinx-click) from 6.0.0 to 6.1.0.
- [Release notes](https://github.com/click-contrib/sphinx-click/releases)
- [Commits](https://github.com/click-contrib/sphinx-click/compare/6.0.0...6.1.0)

---
updated-dependencies:
- dependency-name: sphinx-click
  dependency-version: 6.1.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9b1cdc3b..078cf033 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,7 +64,7 @@ optional-dependencies.dev = [
     "shellcheck-py==0.11.0.1",
     "shfmt-py==3.12.0.2",
     "sphinx==8.2.3",
-    "sphinx-click==6.0.0",
+    "sphinx-click==6.1.0",
     "sphinx-copybutton==0.5.2",
     "sphinx-inline-tabs==2023.4.21",
     "sphinx-lint==1.0.0",

From 2e1fd0b5509ffea1f2aa6e517f8702026f81b4e2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 12 Sep 2025 22:06:09 +0000
Subject: [PATCH 113/792] Bump mypy[faster-cache] from 1.17.1 to 1.18.1

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.17.1 to 1.18.1.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.17.1...v1.18.1)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.18.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 078cf033..dcd7515f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.5",
     "furo==2025.7.19",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.17.1",
+    "mypy[faster-cache]==1.18.1",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
     "pylint==3.3.8",

From bcbf191f30196ded4bcbafe2c7d3571930b04745 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 15 Sep 2025 03:30:04 +0100
Subject: [PATCH 114/792] Make pylint spelling dependency explicit

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dcd7515f..139e2ff5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.18.1",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
-    "pylint==3.3.8",
+    "pylint[spelling]==3.3.8",
     "pyproject-fmt==2.6.0",
     "pyright==1.1.405",
     "pyroma==5.0",

From 2890e2b628a84126624ee9d81c5f59064c34ed22 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Sep 2025 22:06:42 +0000
Subject: [PATCH 115/792] Bump types-pyyaml from 6.0.12.20250822 to
 6.0.12.20250915

Bumps [types-pyyaml](https://github.com/typeshed-internal/stub_uploader) from 6.0.12.20250822 to 6.0.12.20250915.
- [Commits](https://github.com/typeshed-internal/stub_uploader/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20250915
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 139e2ff5..2fadea9e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.6.6",
     "sphinxcontrib-spelling==8.0.1",
-    "types-pyyaml==6.0.12.20250822",
+    "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",

From 552defe9196eb0c0becec57c0e2ac414b4f3afcb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Sep 2025 22:06:20 +0000
Subject: [PATCH 116/792] Bump ruff from 0.13.0 to 0.13.1

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.13.0 to 0.13.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.13.0...0.13.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.13.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2fadea9e..44c6f03e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.13.0",
+    "ruff==0.13.1",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 9e1db5329d63d1ecfc89411425c2cab28977f711 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Sep 2025 09:20:25 +0000
Subject: [PATCH 117/792] Bump doccmd from 2025.4.8 to 2025.9.19

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.4.8 to 2025.9.19.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.04.08...2025.09.19)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.9.19
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 44c6f03e..ccbda625 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.50",
     "deptry==0.23.1",
     "doc8==2.0.0",
-    "doccmd==2025.4.8",
+    "doccmd==2025.9.19",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.7.19",

From 5881a9303dd62a867339c505a7645031c0b274bc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Sep 2025 09:20:47 +0000
Subject: [PATCH 118/792] Bump mypy[faster-cache] from 1.18.1 to 1.18.2

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.18.1 to 1.18.2.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.18.1...v1.18.2)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.18.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 44c6f03e..36e766cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.5",
     "furo==2025.7.19",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.18.1",
+    "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
     "pylint[spelling]==3.3.8",

From 9f061c09cedd66e99b62b8d0bcf3db25fae5f95e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 19 Sep 2025 10:26:56 +0100
Subject: [PATCH 119/792] Bump click

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ccbda625..62a4372c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.21.0",
-    "click==8.2.1",
+    "click==8.3.0",
     "pyyaml==6.0.2",
     "vws-python==2025.3.10.1",
 ]

From 6b3c11bc49d533518cc622be2d6b94dd4d1b1f69 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 19 Sep 2025 10:32:35 +0100
Subject: [PATCH 120/792] Ignore external types in verifytypes

---
 .pre-commit-config.yaml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7e7aa2be..917b9921 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -327,7 +327,8 @@ repos:
       - id: pyright-verifytypes
         name: pyright-verifytypes
         stages: [pre-push]
-        entry: uv run --extra=dev -m pyright --verifytypes vws_cli
+        # We ignore external types because of https://github.com/pallets/click/issues/3067.
+        entry: uv run --extra=dev -m pyright --ignoreexternal --verifytypes vws_cli
         language: python
         pass_filenames: false
         types_or: [python]

From dcd00cb6f2ca797f41e876a658a72586623ec906 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Sep 2025 22:06:24 +0000
Subject: [PATCH 121/792] Bump furo from 2025.7.19 to 2025.9.25

Bumps [furo](https://github.com/pradyunsg/furo) from 2025.7.19 to 2025.9.25.
- [Release notes](https://github.com/pradyunsg/furo/releases)
- [Changelog](https://github.com/pradyunsg/furo/blob/main/docs/changelog.md)
- [Commits](https://github.com/pradyunsg/furo/compare/2025.07.19...2025.09.25)

---
updated-dependencies:
- dependency-name: furo
  dependency-version: 2025.9.25
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d091a049..fd8c13fe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ optional-dependencies.dev = [
     "doccmd==2025.9.19",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
-    "furo==2025.7.19",
+    "furo==2025.9.25",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",

From 9a9c7980fff384e9900359dc60ade2fe44ca43c2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Sep 2025 22:06:45 +0000
Subject: [PATCH 122/792] Bump ruff from 0.13.1 to 0.13.2

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.13.1 to 0.13.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.13.1...0.13.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.13.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d091a049..571f6fc1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.13.1",
+    "ruff==0.13.2",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 5fb9c43a5c9ba9f894819b60004c9810b64fc1e9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Sep 2025 22:06:53 +0000
Subject: [PATCH 123/792] Bump pyyaml from 6.0.2 to 6.0.3

Bumps [pyyaml](https://github.com/yaml/pyyaml) from 6.0.2 to 6.0.3.
- [Release notes](https://github.com/yaml/pyyaml/releases)
- [Changelog](https://github.com/yaml/pyyaml/blob/6.0.3/CHANGES)
- [Commits](https://github.com/yaml/pyyaml/compare/6.0.2...6.0.3)

---
updated-dependencies:
- dependency-name: pyyaml
  dependency-version: 6.0.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d091a049..f36a8e0a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 dependencies = [
     "beartype==0.21.0",
     "click==8.3.0",
-    "pyyaml==6.0.2",
+    "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",
 ]
 optional-dependencies.dev = [

From 7a3ccf7283d6ba038bc5e2d8824cf4bca0bf5b55 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:19:05 +0100
Subject: [PATCH 124/792] Simplify code by using new Click enum support

---
 src/vws_cli/options/targets.py | 21 +--------------------
 1 file changed, 1 insertion(+), 20 deletions(-)

diff --git a/src/vws_cli/options/targets.py b/src/vws_cli/options/targets.py
index 91aa2f12..a2be1896 100644
--- a/src/vws_cli/options/targets.py
+++ b/src/vws_cli/options/targets.py
@@ -74,24 +74,6 @@ class ActiveFlagChoice(Enum):
     FALSE = "false"
 
 
-def _active_flag_choice_callback(
-    ctx: click.core.Context,
-    param: click.core.Option | click.core.Parameter,
-    value: str | None,
-) -> ActiveFlagChoice | None:
-    """
-    Use as a callback for active flag options.
-    """
-    # This is to satisfy the "vulture" linter.
-    del ctx
-    del param
-
-    if value is None:
-        return None
-
-    return ActiveFlagChoice(value=value)
-
-
 def active_flag_option(
     *,
     allow_none: bool,
@@ -110,9 +92,8 @@ def active_flag_option(
         "--active-flag",
         "active_flag_choice",
         help="Whether or not the target is active for query.",
-        type=click.Choice(choices=[item.value for item in ActiveFlagChoice]),
+        type=click.Choice(choices=ActiveFlagChoice, case_sensitive=False),
         default=default,
-        callback=_active_flag_choice_callback,
         show_default=show_default,
     )
 

From 968f42dd29ecd05d875e78707b7ddbe8dd75a3e9 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:20:44 +0100
Subject: [PATCH 125/792] Further simplify code by using new Click enum support

---
 src/vws_cli/query.py | 25 ++++---------------------
 1 file changed, 4 insertions(+), 21 deletions(-)

diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 29c27d96..43acad39 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -113,25 +113,6 @@ def max_num_results_option(
     return function
 
 
-def include_target_data_callback(
-    ctx: click.core.Context,
-    param: click.core.Option | click.core.Parameter,
-    value: str,
-) -> CloudRecoIncludeTargetData:
-    """
-    Use as a callback for active flag options.
-    """
-    # This is to satisfy the "vulture" linter.
-    del ctx
-    del param
-
-    return {
-        "top": CloudRecoIncludeTargetData.TOP,
-        "none": CloudRecoIncludeTargetData.NONE,
-        "all": CloudRecoIncludeTargetData.ALL,
-    }[value]
-
-
 def include_target_data_option(
     command: Callable[..., None],
 ) -> Callable[..., None]:
@@ -143,9 +124,11 @@ def include_target_data_option(
         Callable[..., None],
     ] = click.option(
         "--include-target-data",
-        type=click.Choice(choices=["top", "none", "all"], case_sensitive=True),
+        type=click.Choice(
+            choices=CloudRecoIncludeTargetData,
+            case_sensitive=False,
+        ),
         default="top",
-        callback=include_target_data_callback,
         help=(
             "Whether target_data records shall be returned for the matched "
             "targets. Accepted values are top (default value, only return "

From f3b87eeae2e3ef60b1c725ba12fd0e3991f36f96 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:22:18 +0100
Subject: [PATCH 126/792] Make more functions private and use beartype

---
 src/vws_cli/query.py | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 43acad39..112280cb 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -34,7 +34,7 @@
 
 @beartype
 @contextlib.contextmanager
-def handle_vwq_exceptions() -> Iterator[None]:
+def _handle_vwq_exceptions() -> Iterator[None]:
     """
     Show error messages and catch exceptions from ``VWS-Python``.
     """
@@ -67,7 +67,7 @@ def handle_vwq_exceptions() -> Iterator[None]:
 
 
 @beartype
-def image_argument(command: Callable[..., None]) -> Callable[..., Any]:
+def _image_argument(command: Callable[..., None]) -> Callable[..., Any]:
     """
     An argument decorator for choosing a query image.
     """
@@ -88,7 +88,8 @@ def image_argument(command: Callable[..., None]) -> Callable[..., Any]:
     return function
 
 
-def max_num_results_option(
+@beartype
+def _max_num_results_option(
     command: Callable[..., None],
 ) -> Callable[..., None]:
     """
@@ -113,7 +114,8 @@ def max_num_results_option(
     return function
 
 
-def include_target_data_option(
+@beartype
+def _include_target_data_option(
     command: Callable[..., None],
 ) -> Callable[..., None]:
     """
@@ -163,13 +165,13 @@ def base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
 
 
 @click.command(name="vuforia-cloud-reco")
-@image_argument
+@_image_argument
 @client_access_key_option
 @client_secret_key_option
-@include_target_data_option
-@max_num_results_option
+@_include_target_data_option
+@_max_num_results_option
 @base_vwq_url_option
-@handle_vwq_exceptions()
+@_handle_vwq_exceptions()
 # We set the ``version`` parameter because in PyInstaller binaries,
 # ``pkg_resources`` is not available.
 #

From 87da1129c61aa253dfabed8ef8a4dc487b22dc38 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:24:39 +0100
Subject: [PATCH 127/792] Simplify option definitions now that type checkers
 are better

---
 src/vws_cli/commands.py            |  3 +--
 src/vws_cli/options/credentials.py | 12 ++++--------
 src/vws_cli/query.py               |  9 +++------
 3 files changed, 8 insertions(+), 16 deletions(-)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 931a4f09..139c5e02 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -125,8 +125,7 @@ def base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
         show_default=True,
     )
 
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
 
 
 @click.command(name="get-target-record")
diff --git a/src/vws_cli/options/credentials.py b/src/vws_cli/options/credentials.py
index 246e87a6..6e7edf45 100644
--- a/src/vws_cli/options/credentials.py
+++ b/src/vws_cli/options/credentials.py
@@ -28,8 +28,7 @@ def server_access_key_option(
         show_envvar=True,
     )
     assert command is not None
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
 
 
 def server_secret_key_option(
@@ -53,8 +52,7 @@ def server_secret_key_option(
         show_envvar=True,
     )
     assert command is not None
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
 
 
 def client_access_key_option(
@@ -78,8 +76,7 @@ def client_access_key_option(
         show_envvar=True,
     )
     assert command is not None
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
 
 
 def client_secret_key_option(
@@ -103,5 +100,4 @@ def client_secret_key_option(
         show_envvar=True,
     )
     assert command is not None
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 112280cb..96f2c307 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -110,8 +110,7 @@ def _max_num_results_option(
         show_default=True,
     )
 
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
 
 
 @beartype
@@ -140,8 +139,7 @@ def _include_target_data_option(
         show_default=True,
     )
 
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
 
 
 @beartype
@@ -160,8 +158,7 @@ def base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
         show_default=True,
     )
 
-    function: Callable[..., None] = click_option_function(command)
-    return function
+    return click_option_function(command)
 
 
 @click.command(name="vuforia-cloud-reco")

From 39c452fccf4e22e61d354d3386950a2ac3eccc1f Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:26:23 +0100
Subject: [PATCH 128/792] Beartype more helpers

---
 src/vws_cli/options/credentials.py | 5 +++++
 src/vws_cli/query.py               | 4 ++--
 2 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/vws_cli/options/credentials.py b/src/vws_cli/options/credentials.py
index 6e7edf45..ff4ab25e 100644
--- a/src/vws_cli/options/credentials.py
+++ b/src/vws_cli/options/credentials.py
@@ -5,8 +5,10 @@
 from collections.abc import Callable
 
 import click
+from beartype import beartype
 
 
+@beartype
 def server_access_key_option(
     command: Callable[..., None] | None = None,
 ) -> Callable[..., None]:
@@ -31,6 +33,7 @@ def server_access_key_option(
     return click_option_function(command)
 
 
+@beartype
 def server_secret_key_option(
     command: Callable[..., None] | None = None,
 ) -> Callable[..., None]:
@@ -55,6 +58,7 @@ def server_secret_key_option(
     return click_option_function(command)
 
 
+@beartype
 def client_access_key_option(
     command: Callable[..., None] | None = None,
 ) -> Callable[..., None]:
@@ -79,6 +83,7 @@ def client_access_key_option(
     return click_option_function(command)
 
 
+@beartype
 def client_secret_key_option(
     command: Callable[..., None] | None = None,
 ) -> Callable[..., None]:
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 96f2c307..7c17f4e5 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -143,7 +143,7 @@ def _include_target_data_option(
 
 
 @beartype
-def base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
+def _base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """
     An option decorator for choosing the base VWQ URL.
     """
@@ -167,7 +167,7 @@ def base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
 @client_secret_key_option
 @_include_target_data_option
 @_max_num_results_option
-@base_vwq_url_option
+@_base_vwq_url_option
 @_handle_vwq_exceptions()
 # We set the ``version`` parameter because in PyInstaller binaries,
 # ``pkg_resources`` is not available.

From 20e22f83b92a30e746a56bbcc3efba6428a2892d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:27:26 +0100
Subject: [PATCH 129/792] Simplify option helper type hints now that type
 checkers are better

---
 src/vws_cli/commands.py            |  5 +----
 src/vws_cli/options/credentials.py | 20 ++++----------------
 src/vws_cli/query.py               | 15 +++------------
 3 files changed, 8 insertions(+), 32 deletions(-)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 139c5e02..9bfb23b6 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -114,10 +114,7 @@ def handle_vws_exceptions() -> Iterator[None]:
 
 def base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """An option decorator for choosing the base VWS URL."""
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--base-vws-url",
         type=click.STRING,
         default="https://vws.vuforia.com",
diff --git a/src/vws_cli/options/credentials.py b/src/vws_cli/options/credentials.py
index ff4ab25e..0d97a024 100644
--- a/src/vws_cli/options/credentials.py
+++ b/src/vws_cli/options/credentials.py
@@ -15,10 +15,7 @@ def server_access_key_option(
     """
     An option decorator for the Vuforia server access key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--server-access-key",
         type=str,
         help=(
@@ -40,10 +37,7 @@ def server_secret_key_option(
     """
     An option decorator for the Vuforia server secret key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--server-secret-key",
         type=str,
         help=(
@@ -65,10 +59,7 @@ def client_access_key_option(
     """
     An option decorator for the Vuforia client access key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--client-access-key",
         type=str,
         help=(
@@ -90,10 +81,7 @@ def client_secret_key_option(
     """
     An option decorator for the Vuforia client secret key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--client-secret-key",
         type=str,
         help=(
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 7c17f4e5..d2d53bb0 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -96,10 +96,7 @@ def _max_num_results_option(
     An option decorator for choosing the maximum number of query results.
     """
     maximum = 50
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--max-num-results",
         type=click.IntRange(min=1, max=maximum),
         default=1,
@@ -120,10 +117,7 @@ def _include_target_data_option(
     """
     An option decorator for choosing whether to include target data.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--include-target-data",
         type=click.Choice(
             choices=CloudRecoIncludeTargetData,
@@ -147,10 +141,7 @@ def _base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """
     An option decorator for choosing the base VWQ URL.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--base-vwq-url",
         type=click.STRING,
         default="https://cloudreco.vuforia.com",

From f20067ce699881b2a672a592dbe06ceddd5989f0 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:29:43 +0100
Subject: [PATCH 130/792] Use enum value rather than duplicating default

---
 src/vws_cli/query.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index d2d53bb0..07d66688 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -123,7 +123,7 @@ def _include_target_data_option(
             choices=CloudRecoIncludeTargetData,
             case_sensitive=False,
         ),
-        default="top",
+        default=CloudRecoIncludeTargetData.TOP.lower(),
         help=(
             "Whether target_data records shall be returned for the matched "
             "targets. Accepted values are top (default value, only return "

From c2aaba7d1873fad797c7640cc1155d7a326c6309 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:47:56 +0100
Subject: [PATCH 131/792] Revert "Simplify option helper type hints now that
 type checkers are better"

This reverts commit 20e22f83b92a30e746a56bbcc3efba6428a2892d.
---
 src/vws_cli/commands.py            |  5 ++++-
 src/vws_cli/options/credentials.py | 20 ++++++++++++++++----
 src/vws_cli/query.py               | 15 ++++++++++++---
 3 files changed, 32 insertions(+), 8 deletions(-)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 9bfb23b6..139c5e02 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -114,7 +114,10 @@ def handle_vws_exceptions() -> Iterator[None]:
 
 def base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """An option decorator for choosing the base VWS URL."""
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--base-vws-url",
         type=click.STRING,
         default="https://vws.vuforia.com",
diff --git a/src/vws_cli/options/credentials.py b/src/vws_cli/options/credentials.py
index 0d97a024..ff4ab25e 100644
--- a/src/vws_cli/options/credentials.py
+++ b/src/vws_cli/options/credentials.py
@@ -15,7 +15,10 @@ def server_access_key_option(
     """
     An option decorator for the Vuforia server access key.
     """
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--server-access-key",
         type=str,
         help=(
@@ -37,7 +40,10 @@ def server_secret_key_option(
     """
     An option decorator for the Vuforia server secret key.
     """
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--server-secret-key",
         type=str,
         help=(
@@ -59,7 +65,10 @@ def client_access_key_option(
     """
     An option decorator for the Vuforia client access key.
     """
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--client-access-key",
         type=str,
         help=(
@@ -81,7 +90,10 @@ def client_secret_key_option(
     """
     An option decorator for the Vuforia client secret key.
     """
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--client-secret-key",
         type=str,
         help=(
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 07d66688..a9c516a7 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -96,7 +96,10 @@ def _max_num_results_option(
     An option decorator for choosing the maximum number of query results.
     """
     maximum = 50
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--max-num-results",
         type=click.IntRange(min=1, max=maximum),
         default=1,
@@ -117,7 +120,10 @@ def _include_target_data_option(
     """
     An option decorator for choosing whether to include target data.
     """
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--include-target-data",
         type=click.Choice(
             choices=CloudRecoIncludeTargetData,
@@ -141,7 +147,10 @@ def _base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """
     An option decorator for choosing the base VWQ URL.
     """
-    click_option_function = click.option(
+    click_option_function: Callable[
+        [Callable[..., None]],
+        Callable[..., None],
+    ] = click.option(
         "--base-vwq-url",
         type=click.STRING,
         default="https://cloudreco.vuforia.com",

From 1f5bf1dae9016fd30bcc23993d78d13de50c1a06 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:54:41 +0100
Subject: [PATCH 132/792] Make some more helpers private and beartyped

---
 src/vws_cli/commands.py | 41 +++++++++++++++++++++--------------------
 1 file changed, 21 insertions(+), 20 deletions(-)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 139c5e02..cf7f3a46 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -93,7 +93,7 @@ def _get_error_message(exc: Exception) -> str:
 
 @beartype
 @contextlib.contextmanager
-def handle_vws_exceptions() -> Iterator[None]:
+def _handle_vws_exceptions() -> Iterator[None]:
     """Show error messages and catch exceptions from ``VWS-Python``."""
     error_message = ""
 
@@ -112,7 +112,8 @@ def handle_vws_exceptions() -> Iterator[None]:
     sys.exit(1)
 
 
-def base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
+@beartype
+def _base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """An option decorator for choosing the base VWS URL."""
     click_option_function: Callable[
         [Callable[..., None]],
@@ -132,8 +133,8 @@ def base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
 @server_access_key_option
 @server_secret_key_option
 @target_id_option
-@base_vws_url_option
-@handle_vws_exceptions()
+@_base_vws_url_option
+@_handle_vws_exceptions()
 @beartype
 def get_target_record(
     server_access_key: str,
@@ -161,8 +162,8 @@ def get_target_record(
 @click.command(name="list-targets")
 @server_access_key_option
 @server_secret_key_option
-@handle_vws_exceptions()
-@base_vws_url_option
+@_handle_vws_exceptions()
+@_base_vws_url_option
 @beartype
 def list_targets(
     server_access_key: str,
@@ -189,8 +190,8 @@ def list_targets(
 @server_access_key_option
 @server_secret_key_option
 @target_id_option
-@handle_vws_exceptions()
-@base_vws_url_option
+@_handle_vws_exceptions()
+@_base_vws_url_option
 @beartype
 def get_duplicate_targets(
     server_access_key: str,
@@ -218,8 +219,8 @@ def get_duplicate_targets(
 @click.command(name="get-database-summary-report")
 @server_access_key_option
 @server_secret_key_option
-@handle_vws_exceptions()
-@base_vws_url_option
+@_handle_vws_exceptions()
+@_base_vws_url_option
 @beartype
 def get_database_summary_report(
     server_access_key: str,
@@ -246,8 +247,8 @@ def get_database_summary_report(
 @server_access_key_option
 @server_secret_key_option
 @target_id_option
-@handle_vws_exceptions()
-@base_vws_url_option
+@_handle_vws_exceptions()
+@_base_vws_url_option
 @beartype
 def get_target_summary_report(
     server_access_key: str,
@@ -278,8 +279,8 @@ def get_target_summary_report(
 @server_access_key_option
 @server_secret_key_option
 @target_id_option
-@handle_vws_exceptions()
-@base_vws_url_option
+@_handle_vws_exceptions()
+@_base_vws_url_option
 @beartype
 def delete_target(
     server_access_key: str,
@@ -310,8 +311,8 @@ def delete_target(
 @target_name_option(required=True)
 @target_image_option(required=True)
 @active_flag_option(allow_none=False)
-@handle_vws_exceptions()
-@base_vws_url_option
+@_handle_vws_exceptions()
+@_base_vws_url_option
 @beartype
 def add_target(
     *,
@@ -364,8 +365,8 @@ def add_target(
 @target_image_option(required=False)
 @active_flag_option(allow_none=True)
 @target_id_option
-@handle_vws_exceptions()
-@base_vws_url_option
+@_handle_vws_exceptions()
+@_base_vws_url_option
 @beartype
 def update_target(
     *,
@@ -446,8 +447,8 @@ def update_target(
 @server_access_key_option
 @server_secret_key_option
 @target_id_option
-@base_vws_url_option
-@handle_vws_exceptions()
+@_base_vws_url_option
+@_handle_vws_exceptions()
 @beartype
 def wait_for_target_processed(
     *,

From eda5d6a04f9dd7fd395cb24f0e67e8022a4daaa9 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:56:56 +0100
Subject: [PATCH 133/792] Remove type information which is no longer needed

---
 src/vws_cli/commands.py            |  5 +----
 src/vws_cli/options/credentials.py | 20 ++++----------------
 src/vws_cli/query.py               | 20 ++++----------------
 3 files changed, 9 insertions(+), 36 deletions(-)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index cf7f3a46..3b8c82a1 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -115,10 +115,7 @@ def _handle_vws_exceptions() -> Iterator[None]:
 @beartype
 def _base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """An option decorator for choosing the base VWS URL."""
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--base-vws-url",
         type=click.STRING,
         default="https://vws.vuforia.com",
diff --git a/src/vws_cli/options/credentials.py b/src/vws_cli/options/credentials.py
index ff4ab25e..0d97a024 100644
--- a/src/vws_cli/options/credentials.py
+++ b/src/vws_cli/options/credentials.py
@@ -15,10 +15,7 @@ def server_access_key_option(
     """
     An option decorator for the Vuforia server access key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--server-access-key",
         type=str,
         help=(
@@ -40,10 +37,7 @@ def server_secret_key_option(
     """
     An option decorator for the Vuforia server secret key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--server-secret-key",
         type=str,
         help=(
@@ -65,10 +59,7 @@ def client_access_key_option(
     """
     An option decorator for the Vuforia client access key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--client-access-key",
         type=str,
         help=(
@@ -90,10 +81,7 @@ def client_secret_key_option(
     """
     An option decorator for the Vuforia client secret key.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--client-secret-key",
         type=str,
         help=(
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index a9c516a7..5b8f25f2 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -71,10 +71,7 @@ def _image_argument(command: Callable[..., None]) -> Callable[..., Any]:
     """
     An argument decorator for choosing a query image.
     """
-    click_argument_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.argument(
+    click_argument_function = click.argument(
         "image",
         type=click.Path(
             exists=True,
@@ -96,10 +93,7 @@ def _max_num_results_option(
     An option decorator for choosing the maximum number of query results.
     """
     maximum = 50
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--max-num-results",
         type=click.IntRange(min=1, max=maximum),
         default=1,
@@ -120,10 +114,7 @@ def _include_target_data_option(
     """
     An option decorator for choosing whether to include target data.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--include-target-data",
         type=click.Choice(
             choices=CloudRecoIncludeTargetData,
@@ -147,10 +138,7 @@ def _base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
     """
     An option decorator for choosing the base VWQ URL.
     """
-    click_option_function: Callable[
-        [Callable[..., None]],
-        Callable[..., None],
-    ] = click.option(
+    click_option_function = click.option(
         "--base-vwq-url",
         type=click.STRING,
         default="https://cloudreco.vuforia.com",

From fd713b83fe7ec2fa912516853021c2ba7a9000ef Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:58:10 +0100
Subject: [PATCH 134/792] Remove a useless use of factory pattern

---
 src/vws_cli/query.py | 39 +++++++++++++++------------------------
 1 file changed, 15 insertions(+), 24 deletions(-)

diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 5b8f25f2..3d019fa0 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -107,30 +107,21 @@ def _max_num_results_option(
     return click_option_function(command)
 
 
-@beartype
-def _include_target_data_option(
-    command: Callable[..., None],
-) -> Callable[..., None]:
-    """
-    An option decorator for choosing whether to include target data.
-    """
-    click_option_function = click.option(
-        "--include-target-data",
-        type=click.Choice(
-            choices=CloudRecoIncludeTargetData,
-            case_sensitive=False,
-        ),
-        default=CloudRecoIncludeTargetData.TOP.lower(),
-        help=(
-            "Whether target_data records shall be returned for the matched "
-            "targets. Accepted values are top (default value, only return "
-            "target_data for top ranked match), none (return no target_data), "
-            "all (for all matched targets)."
-        ),
-        show_default=True,
-    )
-
-    return click_option_function(command)
+_include_target_data_option = click.option(
+    "--include-target-data",
+    type=click.Choice(
+        choices=CloudRecoIncludeTargetData,
+        case_sensitive=False,
+    ),
+    default=CloudRecoIncludeTargetData.TOP.lower(),
+    help=(
+        "Whether target_data records shall be returned for the matched "
+        "targets. Accepted values are top (default value, only return "
+        "target_data for top ranked match), none (return no target_data), "
+        "all (for all matched targets)."
+    ),
+    show_default=True,
+)
 
 
 @beartype

From a643a2f2f82c61c668820ed3bd93ddb66af145f2 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 07:58:39 +0100
Subject: [PATCH 135/792] Remove a useless use of factory pattern

---
 src/vws_cli/query.py | 22 +++++++---------------
 1 file changed, 7 insertions(+), 15 deletions(-)

diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 3d019fa0..6d377463 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -123,21 +123,13 @@ def _max_num_results_option(
     show_default=True,
 )
 
-
-@beartype
-def _base_vwq_url_option(command: Callable[..., None]) -> Callable[..., None]:
-    """
-    An option decorator for choosing the base VWQ URL.
-    """
-    click_option_function = click.option(
-        "--base-vwq-url",
-        type=click.STRING,
-        default="https://cloudreco.vuforia.com",
-        help="The base URL for the VWQ API.",
-        show_default=True,
-    )
-
-    return click_option_function(command)
+_base_vwq_url_option = click.option(
+    "--base-vwq-url",
+    type=click.STRING,
+    default="https://cloudreco.vuforia.com",
+    help="The base URL for the VWQ API.",
+    show_default=True,
+)
 
 
 @click.command(name="vuforia-cloud-reco")

From 666d5a6ce9c75781ecf45b60d86028b3653f43ab Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Sep 2025 08:00:18 +0100
Subject: [PATCH 136/792] Remove a couple of useless uses of factory pattern

---
 src/vws_cli/query.py | 61 +++++++++++++++-----------------------------
 1 file changed, 21 insertions(+), 40 deletions(-)

diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 6d377463..37607345 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -6,9 +6,8 @@
 import dataclasses
 import io
 import sys
-from collections.abc import Callable, Iterator
+from collections.abc import Iterator
 from pathlib import Path
-from typing import Any
 
 import click
 import yaml
@@ -66,45 +65,27 @@ def _handle_vwq_exceptions() -> Iterator[None]:
     sys.exit(1)
 
 
-@beartype
-def _image_argument(command: Callable[..., None]) -> Callable[..., Any]:
-    """
-    An argument decorator for choosing a query image.
-    """
-    click_argument_function = click.argument(
-        "image",
-        type=click.Path(
-            exists=True,
-            file_okay=True,
-            dir_okay=False,
-            path_type=Path,
-        ),
-    )
-
-    function: Callable[..., None] = click_argument_function(command)
-    return function
-
-
-@beartype
-def _max_num_results_option(
-    command: Callable[..., None],
-) -> Callable[..., None]:
-    """
-    An option decorator for choosing the maximum number of query results.
-    """
-    maximum = 50
-    click_option_function = click.option(
-        "--max-num-results",
-        type=click.IntRange(min=1, max=maximum),
-        default=1,
-        help=(
-            "The maximum number of matching targets to be returned. "
-            f"Must be <= {maximum}."
-        ),
-        show_default=True,
-    )
+_image_argument = click.argument(
+    "image",
+    type=click.Path(
+        exists=True,
+        file_okay=True,
+        dir_okay=False,
+        path_type=Path,
+    ),
+)
 
-    return click_option_function(command)
+_MAX_NUM_RESULTS_DEFAULT = 50
+_max_num_results_option = click.option(
+    "--max-num-results",
+    type=click.IntRange(min=1, max=_MAX_NUM_RESULTS_DEFAULT),
+    default=1,
+    help=(
+        "The maximum number of matching targets to be returned. "
+        f"Must be <= {_MAX_NUM_RESULTS_DEFAULT}."
+    ),
+    show_default=True,
+)
 
 
 _include_target_data_option = click.option(

From 85777387f2ada7e908ab7d7e604a7d2bb6b79f18 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 1 Oct 2025 22:07:58 +0000
Subject: [PATCH 137/792] Bump pyproject-fmt from 2.6.0 to 2.7.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.6.0 to 2.7.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.6.0...pyproject-fmt/2.7.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 34b60f4f..098381ae 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
     "pylint[spelling]==3.3.8",
-    "pyproject-fmt==2.6.0",
+    "pyproject-fmt==2.7.0",
     "pyright==1.1.405",
     "pyroma==5.0",
     "pytest==8.4.2",

From b18b5193debd9dacd0b88f0afed1f53932d273fd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 2 Oct 2025 22:06:26 +0000
Subject: [PATCH 138/792] Bump pyright from 1.1.405 to 1.1.406

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.405 to 1.1.406.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.405...v1.1.406)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.406
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 098381ae..66bf34ec 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "pre-commit==4.3.0",
     "pylint[spelling]==3.3.8",
     "pyproject-fmt==2.7.0",
-    "pyright==1.1.405",
+    "pyright==1.1.406",
     "pyroma==5.0",
     "pytest==8.4.2",
     "pytest-cov==7.0.0",

From 2ba021f33fd409150108361683ae40dd42efa7ed Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 2 Oct 2025 22:06:47 +0000
Subject: [PATCH 139/792] Bump ruff from 0.13.2 to 0.13.3

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.13.2 to 0.13.3.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.13.2...0.13.3)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.13.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 098381ae..44f4160f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.13.2",
+    "ruff==0.13.3",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 5f6e7de5920cf79103feb4bfaf329cb9cfe06487 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Oct 2025 22:18:15 +0000
Subject: [PATCH 140/792] Bump beartype from 0.21.0 to 0.22.2

Bumps [beartype](https://github.com/beartype/beartype) from 0.21.0 to 0.22.2.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.21.0...v0.22.2)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.22.2
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7966dca..884d7495 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.21.0",
+    "beartype==0.22.2",
     "click==8.3.0",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From 36bebf50192e69408c6da01ba01ddf9ad316113d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Oct 2025 22:18:31 +0000
Subject: [PATCH 141/792] Bump pylint[spelling] from 3.3.8 to 3.3.9

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 3.3.8 to 3.3.9.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v3.3.8...v3.3.9)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 3.3.9
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7966dca..edec1898 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
-    "pylint[spelling]==3.3.8",
+    "pylint[spelling]==3.3.9",
     "pyproject-fmt==2.7.0",
     "pyright==1.1.406",
     "pyroma==5.0",

From d0cf25c2ba27f067bbf4ef77d58cfaf79a199bc2 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 7 Oct 2025 07:39:29 +0100
Subject: [PATCH 142/792] Remove Codecov - it is flaky and doesn't provide much
 value

---
 .github/workflows/ci.yml | 8 +-------
 README.rst               | 4 +---
 codecov.yaml             | 7 -------
 pyproject.toml           | 1 -
 4 files changed, 2 insertions(+), 18 deletions(-)
 delete mode 100644 codecov.yaml

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1449314e..8fbf2147 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -34,16 +34,10 @@ jobs:
         run: |
           # Using -s is useful but also it is required to avoid
           # https://github.com/pallets/click/issues/824.
-          uv --verbose run --extra=dev pytest -s -vvv --cov-fail-under 100 --cov=src/ --cov=tests . --cov-report=xml
+          uv --verbose run --extra=dev pytest -s -vvv --cov-fail-under 100 --cov=src/ --cov=tests .
         env:
           UV_PYTHON: ${{ matrix.python-version }}
 
-      - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v5
-        with:
-          fail_ci_if_error: true
-          token: ${{ secrets.CODECOV_TOKEN }}
-
   completion-ci:
     needs: build
     runs-on: ubuntu-latest
diff --git a/README.rst b/README.rst
index b646e435..228acc57 100644
--- a/README.rst
+++ b/README.rst
@@ -1,4 +1,4 @@
-|Build Status| |codecov| |PyPI|
+|Build Status| |PyPI|
 
 vws-cli
 =======
@@ -78,8 +78,6 @@ See the `full documentation <https://vws-python.github.io/vws-cli/>`__ for infor
 
 .. |Build Status| image:: https://github.com/VWS-Python/vws-cli/actions/workflows/ci.yml/badge.svg?branch=main
    :target: https://github.com/VWS-Python/vws-cli/actions
-.. |codecov| image:: https://codecov.io/gh/VWS-Python/vws-cli/branch/main/graph/badge.svg
-   :target: https://codecov.io/gh/VWS-Python/vws-cli
 .. |PyPI| image:: https://badge.fury.io/py/VWS-CLI.svg
    :target: https://badge.fury.io/py/VWS-CLI
 .. |minimum-python-version| replace:: 3.13
diff --git a/codecov.yaml b/codecov.yaml
deleted file mode 100644
index 5c35baac..00000000
--- a/codecov.yaml
+++ /dev/null
@@ -1,7 +0,0 @@
----
-coverage:
-  status:
-    patch:
-      default:
-        # Require 100% test coverage.
-        target: 100%
diff --git a/pyproject.toml b/pyproject.toml
index 69cc1f41..bbdb91da 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -273,7 +273,6 @@ ignore = [
     "Makefile",
     "ci",
     "ci/**",
-    "codecov.yaml",
     "docs",
     "docs/**",
     ".git_archival.txt",

From 658f4f8178ba4dcdc2098d3113eb7a16da62e087 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 7 Oct 2025 22:05:45 +0000
Subject: [PATCH 143/792] Bump astral-sh/setup-uv from 6 to 7

Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 6 to 7.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v6...v7)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml      | 2 +-
 .github/workflows/lint.yml    | 2 +-
 .github/workflows/release.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8fbf2147..d0787ede 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -25,7 +25,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Install uv
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 2ee9f7f9..1264174d 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -31,7 +31,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 89bc0622..9d869e87 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -34,7 +34,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'

From 4a030c18cf022516e0b1ada77e4a5c32834a45ba Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 7 Oct 2025 22:06:33 +0000
Subject: [PATCH 144/792] Bump ruff from 0.13.3 to 0.14.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.13.3 to 0.14.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.13.3...0.14.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index bbdb91da..a194fb89 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.13.3",
+    "ruff==0.14.0",
     "setuptools-scm==9.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From e01fdb86a15ab096a9f348e40af0a98411d58347 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Oct 2025 22:06:26 +0000
Subject: [PATCH 145/792] Bump pyproject-fmt from 2.7.0 to 2.8.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.7.0 to 2.8.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.7.0...pyproject-fmt/2.8.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.8.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a194fb89..d11c3beb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
     "pylint[spelling]==3.3.9",
-    "pyproject-fmt==2.7.0",
+    "pyproject-fmt==2.8.0",
     "pyright==1.1.406",
     "pyroma==5.0",
     "pytest==8.4.2",

From e58ddeb03f30ffe2294808fae83941021aed1067 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 9 Oct 2025 22:06:50 +0000
Subject: [PATCH 146/792] Bump pyproject-fmt from 2.8.0 to 2.10.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.8.0 to 2.10.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.8.0...pyproject-fmt/2.10.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.10.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d11c3beb..2fffb434 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
     "pylint[spelling]==3.3.9",
-    "pyproject-fmt==2.8.0",
+    "pyproject-fmt==2.10.0",
     "pyright==1.1.406",
     "pyroma==5.0",
     "pytest==8.4.2",

From aa4dbaa095449c5ddc9b28132434a91eeb057637 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Oct 2025 22:06:44 +0000
Subject: [PATCH 147/792] Bump stefanzweifel/git-auto-commit-action from 6 to 7

Bumps [stefanzweifel/git-auto-commit-action](https://github.com/stefanzweifel/git-auto-commit-action) from 6 to 7.
- [Release notes](https://github.com/stefanzweifel/git-auto-commit-action/releases)
- [Changelog](https://github.com/stefanzweifel/git-auto-commit-action/blob/master/CHANGELOG.md)
- [Commits](https://github.com/stefanzweifel/git-auto-commit-action/compare/v6...v7)

---
updated-dependencies:
- dependency-name: stefanzweifel/git-auto-commit-action
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 9d869e87..ac67fe36 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -63,7 +63,7 @@ jobs:
           include: CHANGELOG.rst
           regex: false
 
-      - uses: stefanzweifel/git-auto-commit-action@v6
+      - uses: stefanzweifel/git-auto-commit-action@v7
         id: commit
         with:
           commit_message: Bump CHANGELOG

From 16911fadb9780ea22ca4f4c4a76b7cd5177323a7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Oct 2025 22:07:07 +0000
Subject: [PATCH 148/792] Bump setuptools-scm from 9.2.0 to 9.2.1

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 9.2.0 to 9.2.1.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v9.2.0...v9.2.1)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 9.2.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2fffb434..5b414639 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
     "ruff==0.14.0",
-    "setuptools-scm==9.2.0",
+    "setuptools-scm==9.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 3ff27962d98071bbb2803f95a38bddfd49328d89 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Oct 2025 22:07:39 +0000
Subject: [PATCH 149/792] Bump pylint[spelling] from 3.3.9 to 4.0.0

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 3.3.9 to 4.0.0.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v3.3.9...v4.0.0)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2fffb434..2082ff88 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
-    "pylint[spelling]==3.3.9",
+    "pylint[spelling]==4.0.0",
     "pyproject-fmt==2.10.0",
     "pyright==1.1.406",
     "pyroma==5.0",

From a16361718e06bdcb97d47bc1c6aa2b33044986c5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Oct 2025 22:07:57 +0000
Subject: [PATCH 150/792] Bump yamlfix from 1.18.0 to 1.19.0

Bumps [yamlfix](https://github.com/lyz-code/yamlfix) from 1.18.0 to 1.19.0.
- [Changelog](https://github.com/lyz-code/yamlfix/blob/main/CHANGELOG.md)
- [Commits](https://github.com/lyz-code/yamlfix/commits)

---
updated-dependencies:
- dependency-name: yamlfix
  dependency-version: 1.19.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2fffb434..7138fa7f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -75,7 +75,7 @@ optional-dependencies.dev = [
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
-    "yamlfix==1.18.0",
+    "yamlfix==1.19.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From c456bb32acc76783757bcc27273f4bb475546436 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Oct 2025 22:12:55 +0000
Subject: [PATCH 151/792] Bump actionlint-py from 1.7.7.23 to 1.7.8.24

Bumps [actionlint-py](https://github.com/Mateusz-Grzelinski/actionlint-py) from 1.7.7.23 to 1.7.8.24.
- [Commits](https://github.com/Mateusz-Grzelinski/actionlint-py/compare/v1.7.7.23...v1.7.8.24)

---
updated-dependencies:
- dependency-name: actionlint-py
  dependency-version: 1.7.8.24
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2df78bac..38f2c292 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,7 +37,7 @@ dependencies = [
     "vws-python==2025.3.10.1",
 ]
 optional-dependencies.dev = [
-    "actionlint-py==1.7.7.23",
+    "actionlint-py==1.7.8.24",
     "check-manifest==0.50",
     "deptry==0.23.1",
     "doc8==2.0.0",

From 6b04ac0457958ad94fb595aaecd725546f69c871 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Oct 2025 22:06:00 +0000
Subject: [PATCH 152/792] Bump check-manifest from 0.50 to 0.51

Bumps [check-manifest](https://github.com/mgedmin/check-manifest) from 0.50 to 0.51.
- [Changelog](https://github.com/mgedmin/check-manifest/blob/master/CHANGES.rst)
- [Commits](https://github.com/mgedmin/check-manifest/compare/0.50...0.51)

---
updated-dependencies:
- dependency-name: check-manifest
  dependency-version: '0.51'
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c4b5d448..0cf6ebf0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,7 +38,7 @@ dependencies = [
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.8.24",
-    "check-manifest==0.50",
+    "check-manifest==0.51",
     "deptry==0.23.1",
     "doc8==2.0.0",
     "doccmd==2025.9.19",

From 624ccc2de947eccc3e24eb1e46fc9c4c07ecc4e3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Oct 2025 22:06:30 +0000
Subject: [PATCH 153/792] Bump pylint[spelling] from 4.0.0 to 4.0.1

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 4.0.0 to 4.0.1.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.0...v4.0.1)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c4b5d448..49224e2e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
-    "pylint[spelling]==4.0.0",
+    "pylint[spelling]==4.0.1",
     "pyproject-fmt==2.10.0",
     "pyright==1.1.406",
     "pyroma==5.0",

From c5277eb5eca7af601517f1c725c432710ffed56d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Oct 2025 22:10:51 +0000
Subject: [PATCH 154/792] Bump pyproject-fmt from 2.10.0 to 2.11.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.10.0 to 2.11.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.10.0...pyproject-fmt/2.11.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.11.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 45e61506..61b24f74 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
     "pylint[spelling]==4.0.1",
-    "pyproject-fmt==2.10.0",
+    "pyproject-fmt==2.11.0",
     "pyright==1.1.406",
     "pyroma==5.0",
     "pytest==8.4.2",

From dbe4340cdf291ac2967d34e8fda329e51c3da9e6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Oct 2025 22:07:37 +0000
Subject: [PATCH 155/792] Bump ruff from 0.14.0 to 0.14.1

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.0 to 0.14.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.0...0.14.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 61b24f74..2ecd16d0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.0",
+    "ruff==0.14.1",
     "setuptools-scm==9.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 6e65706da43e872158961242d83e19a56471357d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Oct 2025 22:09:20 +0000
Subject: [PATCH 156/792] Bump pylint[spelling] from 4.0.1 to 4.0.2

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 4.0.1 to 4.0.2.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.1...v4.0.2)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2ecd16d0..65f6c031 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
-    "pylint[spelling]==4.0.1",
+    "pylint[spelling]==4.0.2",
     "pyproject-fmt==2.11.0",
     "pyright==1.1.406",
     "pyroma==5.0",

From 132ae972131c9e325b1ccfdc22e450b6d96ee7a8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Oct 2025 22:09:47 +0000
Subject: [PATCH 157/792] Bump setuptools-scm from 9.2.1 to 9.2.2

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 9.2.1 to 9.2.2.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v9.2.1...v9.2.2)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 9.2.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2ecd16d0..33d2935f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
     "ruff==0.14.1",
-    "setuptools-scm==9.2.1",
+    "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From ca04751d69ba8549d1a51a1e8d97e23ef5a1972a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Oct 2025 22:10:08 +0000
Subject: [PATCH 158/792] Bump doccmd from 2025.9.19 to 2025.10.18

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.9.19 to 2025.10.18.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.09.19...2025.10.18)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.10.18
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2ecd16d0..b1cf1b3e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.23.1",
     "doc8==2.0.0",
-    "doccmd==2025.9.19",
+    "doccmd==2025.10.18",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 1c65d3e6d4e22d10ae6dbe425819929d1edb7d41 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 23 Oct 2025 22:06:36 +0000
Subject: [PATCH 159/792] Bump beartype from 0.22.2 to 0.22.3

Bumps [beartype](https://github.com/beartype/beartype) from 0.22.2 to 0.22.3.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.22.2...v0.22.3)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.22.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 45312f3f..37ba61c4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.22.2",
+    "beartype==0.22.3",
     "click==8.3.0",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From 436f5fa83796b6d861d56c61ccc6775c94e8a3ea Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 23 Oct 2025 22:06:47 +0000
Subject: [PATCH 160/792] Bump ruff from 0.14.1 to 0.14.2

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.1 to 0.14.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.1...0.14.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 45312f3f..8b61a29a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.1",
+    "ruff==0.14.2",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ab52f88dd4763ee10380aacd5a8a02ce902db6b8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Oct 2025 22:07:15 +0000
Subject: [PATCH 161/792] Bump sphinx-substitution-extensions from 2025.6.6 to
 2025.10.24

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2025.6.6 to 2025.10.24.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2025.06.06...2025.10.24)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2025.10.24
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a422716f..5255694e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,7 +69,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2023.4.21",
     "sphinx-lint==1.0.0",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2025.6.6",
+    "sphinx-substitution-extensions==2025.10.24",
     "sphinxcontrib-spelling==8.0.1",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",

From a3c71aa6b0749faa315f8c4fecaab98bb0afbe82 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 27 Oct 2025 02:07:45 +0000
Subject: [PATCH 162/792] Remove docs/Makefile and update pre-commit to use
 sphinx-build directly

---
 .pre-commit-config.yaml | 15 +++++++++------
 docs/Makefile           | 19 -------------------
 2 files changed, 9 insertions(+), 25 deletions(-)
 delete mode 100644 docs/Makefile

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 917b9921..b783e298 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -118,7 +118,8 @@ repos:
 
       - id: shellcheck-docs
         name: shellcheck-docs
-        entry: uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
+        entry:
+          uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
           --command="shellcheck --shell=bash"
         language: python
         types_or: [markdown, rst]
@@ -136,7 +137,8 @@ repos:
 
       - id: shfmt-docs
         name: shfmt-docs
-        entry: uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shfmt
+        entry:
+          uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shfmt
           --no-pad-file --command="shfmt --write --space-redirects --indent=4"
         language: python
         types_or: [markdown, rst]
@@ -259,7 +261,8 @@ repos:
 
       - id: ruff-format-fix-docs
         name: Ruff format docs
-        entry: uv run --extra=dev doccmd --language=python --no-pad-file --command="ruff
+        entry:
+          uv run --extra=dev doccmd --language=python --no-pad-file --command="ruff
           format"
         language: python
         types_or: [markdown, rst]
@@ -300,7 +303,7 @@ repos:
         stages: [pre-commit]
       - id: linkcheck
         name: linkcheck
-        entry: make -C docs/ linkcheck SPHINXOPTS=-W
+        entry: uv run --extra=dev sphinx-build -M linkcheck docs/source docs/build -W
         language: python
         types_or: [rst]
         stages: [manual]
@@ -309,7 +312,7 @@ repos:
 
       - id: spelling
         name: spelling
-        entry: make -C docs/ spelling SPHINXOPTS=-W
+        entry: uv run --extra=dev sphinx-build -M spelling docs/source docs/build -W
         language: python
         types_or: [rst]
         stages: [manual]
@@ -318,7 +321,7 @@ repos:
 
       - id: docs
         name: Build Documentation
-        entry: make docs
+        entry: uv run --extra=dev sphinx-build -M html docs/source docs/build
         language: python
         stages: [manual]
         pass_filenames: false
diff --git a/docs/Makefile b/docs/Makefile
deleted file mode 100644
index 7aba47ed..00000000
--- a/docs/Makefile
+++ /dev/null
@@ -1,19 +0,0 @@
-# Minimal makefile for Sphinx documentation
-#
-
-# You can set these variables from the command line.
-SPHINXOPTS    =
-SPHINXBUILD   = sphinx-build
-SOURCEDIR     = source
-BUILDDIR      = build
-
-# Put it first so that "make" without argument is like "make help".
-help:
-	@uv run --extra=dev $(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
-
-.PHONY: help Makefile
-
-# Catch-all target: route all unknown targets to Sphinx using the new
-# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
-%: Makefile
-	@uv run --extra=dev $(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

From 176d55afe5d1e0cce2ecfbf9d6f259abdd5d342a Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Mon, 27 Oct 2025 02:10:48 +0000
Subject: [PATCH 163/792] [pre-commit.ci lite] apply automatic fixes

---
 .pre-commit-config.yaml | 15 +++++++--------
 1 file changed, 7 insertions(+), 8 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b783e298..1ded194f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -118,8 +118,7 @@ repos:
 
       - id: shellcheck-docs
         name: shellcheck-docs
-        entry:
-          uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
+        entry: uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
           --command="shellcheck --shell=bash"
         language: python
         types_or: [markdown, rst]
@@ -137,8 +136,7 @@ repos:
 
       - id: shfmt-docs
         name: shfmt-docs
-        entry:
-          uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shfmt
+        entry: uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shfmt
           --no-pad-file --command="shfmt --write --space-redirects --indent=4"
         language: python
         types_or: [markdown, rst]
@@ -261,8 +259,7 @@ repos:
 
       - id: ruff-format-fix-docs
         name: Ruff format docs
-        entry:
-          uv run --extra=dev doccmd --language=python --no-pad-file --command="ruff
+        entry: uv run --extra=dev doccmd --language=python --no-pad-file --command="ruff
           format"
         language: python
         types_or: [markdown, rst]
@@ -303,7 +300,8 @@ repos:
         stages: [pre-commit]
       - id: linkcheck
         name: linkcheck
-        entry: uv run --extra=dev sphinx-build -M linkcheck docs/source docs/build -W
+        entry: uv run --extra=dev sphinx-build -M linkcheck docs/source docs/build
+          -W
         language: python
         types_or: [rst]
         stages: [manual]
@@ -312,7 +310,8 @@ repos:
 
       - id: spelling
         name: spelling
-        entry: uv run --extra=dev sphinx-build -M spelling docs/source docs/build -W
+        entry: uv run --extra=dev sphinx-build -M spelling docs/source docs/build
+          -W
         language: python
         types_or: [rst]
         stages: [manual]

From 5cb6ca1adc659656aa74ec8302c41b3c39ed4142 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 27 Oct 2025 02:12:07 +0000
Subject: [PATCH 164/792] Update base Makefile to use sphinx-build directly

---
 Makefile | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/Makefile b/Makefile
index 216a2574..b4612b46 100644
--- a/Makefile
+++ b/Makefile
@@ -1,11 +1,7 @@
 SHELL := /bin/bash -euxo pipefail
-
-# Treat Sphinx warnings as errors
-SPHINXOPTS := -W
-
 .PHONY: docs
 docs:
-	make -C docs clean html SPHINXOPTS=$(SPHINXOPTS)
+	uv run --extra=dev sphinx-build -M html docs/source docs/build -W
 
 .PHONY: open-docs
 open-docs:

From 35e531184f506ff8e682686831efd13fc125c2b6 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 27 Oct 2025 02:34:32 +0000
Subject: [PATCH 165/792] Add MIT LICENSE file

---
 LICENSE | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)
 create mode 100644 LICENSE

diff --git a/LICENSE b/LICENSE
new file mode 100644
index 00000000..c9f18d1a
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025 Adam Dangoor
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

From e51baa83c0dbe57e7c436d117c993ebd7aaa55e1 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 27 Oct 2025 22:18:50 +0000
Subject: [PATCH 166/792] Remove Makefile and replace make commands with direct
 equivalents

---
 Makefile                     | 8 --------
 docs/source/contributing.rst | 4 ++--
 2 files changed, 2 insertions(+), 10 deletions(-)
 delete mode 100644 Makefile

diff --git a/Makefile b/Makefile
deleted file mode 100644
index b4612b46..00000000
--- a/Makefile
+++ /dev/null
@@ -1,8 +0,0 @@
-SHELL := /bin/bash -euxo pipefail
-.PHONY: docs
-docs:
-	uv run --extra=dev sphinx-build -M html docs/source docs/build -W
-
-.PHONY: open-docs
-open-docs:
-	python -c 'import os, webbrowser; webbrowser.open("file://" + os.path.abspath("docs/build/html/index.html"))'
diff --git a/docs/source/contributing.rst b/docs/source/contributing.rst
index 21e5dbe8..0e531220 100644
--- a/docs/source/contributing.rst
+++ b/docs/source/contributing.rst
@@ -64,8 +64,8 @@ Run the following commands to build and view documentation locally:
 
 .. code-block:: console
 
-   $ make docs
-   $ make open-docs
+   $ uv run --extra=dev sphinx-build -M html docs/source docs/build -W
+   $ python -c 'import os, webbrowser; webbrowser.open("file://" + os.path.abspath("docs/build/html/index.html"))'
 
 Continuous integration
 ----------------------

From 775e621a43b1a0a7e1b454ffa3d3aff6d9c63b23 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 27 Oct 2025 22:23:58 +0000
Subject: [PATCH 167/792] Bump doccmd from 2025.10.18 to 2025.10.27

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.10.18 to 2025.10.27.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.10.18...2025.10.27)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.10.27
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5255694e..3f77e85a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.23.1",
     "doc8==2.0.0",
-    "doccmd==2025.10.18",
+    "doccmd==2025.10.27",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 7f9c188f2e7b56a252aa46b57f6efa347d22770a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 27 Oct 2025 22:26:21 +0000
Subject: [PATCH 168/792] Bump beartype from 0.22.3 to 0.22.4

Bumps [beartype](https://github.com/beartype/beartype) from 0.22.3 to 0.22.4.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.22.3...v0.22.4)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.22.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5255694e..b21c48e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.22.3",
+    "beartype==0.22.4",
     "click==8.3.0",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From 0fc791b78c898b8803a5b1ed3485183094f656ea Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 27 Oct 2025 22:36:54 +0000
Subject: [PATCH 169/792] Bump pyright from 1.1.406 to 1.1.407

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.406 to 1.1.407.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.406...v1.1.407)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.407
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5255694e..553e15bb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "pre-commit==4.3.0",
     "pylint[spelling]==4.0.2",
     "pyproject-fmt==2.11.0",
-    "pyright==1.1.406",
+    "pyright==1.1.407",
     "pyroma==5.0",
     "pytest==8.4.2",
     "pytest-cov==7.0.0",

From 9972440119a35046d060b1c39b6f6bd4f9ac4dd9 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 28 Oct 2025 10:59:11 +0000
Subject: [PATCH 170/792] Bump uv to 0.9.5 (#1764)

---
 .pre-commit-config.yaml | 50 ++++++++++++++++++++---------------------
 1 file changed, 25 insertions(+), 25 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1ded194f..f7abe3e6 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -95,7 +95,7 @@ repos:
         language: python
         pass_filenames: false
         types_or: [yaml]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: docformatter
@@ -105,7 +105,7 @@ repos:
         types_or: [python]
         # We exclude this file to avoid https://github.com/PyCQA/docformatter/issues/291.
         exclude: src/vws_cli/commands.py
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: shellcheck
@@ -113,7 +113,7 @@ repos:
         entry: uv run --extra=dev shellcheck --shell=bash
         language: python
         types_or: [shell]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: shellcheck-docs
@@ -122,7 +122,7 @@ repos:
           --command="shellcheck --shell=bash"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: shfmt
@@ -131,7 +131,7 @@ repos:
         language: python
         pass_filenames: false
         types_or: [shell]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: shfmt-docs
@@ -140,7 +140,7 @@ repos:
           --no-pad-file --command="shfmt --write --space-redirects --indent=4"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: mypy
@@ -150,7 +150,7 @@ repos:
         language: python
         types_or: [python, toml]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
 
       - id: mypy-docs
         name: mypy-docs
@@ -165,7 +165,7 @@ repos:
         entry: uv run --extra=dev -m check_manifest
         language: python
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
 
       - id: pyright
         name: pyright
@@ -174,7 +174,7 @@ repos:
         language: python
         types_or: [python, toml]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
 
       - id: pyright-docs
         name: pyright-docs
@@ -189,7 +189,7 @@ repos:
         language: python
         types_or: [python]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: vulture-docs
@@ -198,7 +198,7 @@ repos:
         language: python
         types_or: [python]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: pyroma
@@ -207,7 +207,7 @@ repos:
         language: python
         pass_filenames: false
         types_or: [toml]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: deptry
@@ -215,7 +215,7 @@ repos:
         entry: uv run --extra=dev -m deptry src/
         language: python
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: pylint
@@ -224,7 +224,7 @@ repos:
         language: python
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
 
       - id: pylint-docs
         name: pylint-docs
@@ -238,7 +238,7 @@ repos:
         entry: uv run --extra=dev -m ruff check --fix
         language: python
         types_or: [python]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: ruff-check-fix-docs
@@ -246,7 +246,7 @@ repos:
         entry: uv run --extra=dev doccmd --language=python --command="ruff check --fix"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: ruff-format-fix
@@ -254,7 +254,7 @@ repos:
         entry: uv run --extra=dev -m ruff format
         language: python
         types_or: [python]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: ruff-format-fix-docs
@@ -263,7 +263,7 @@ repos:
           format"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: interrogate-docs
@@ -271,7 +271,7 @@ repos:
         entry: uv run --extra=dev doccmd --language=python --command="interrogate"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: doc8
@@ -279,7 +279,7 @@ repos:
         entry: uv run --extra=dev -m doc8
         language: python
         types_or: [rst]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: interrogate
@@ -306,7 +306,7 @@ repos:
         types_or: [rst]
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
 
       - id: spelling
         name: spelling
@@ -316,7 +316,7 @@ repos:
         types_or: [rst]
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
 
       - id: docs
         name: Build Documentation
@@ -324,7 +324,7 @@ repos:
         language: python
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
 
       - id: pyright-verifytypes
         name: pyright-verifytypes
@@ -340,7 +340,7 @@ repos:
         entry: uv run --extra=dev yamlfix
         language: python
         types_or: [yaml]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
       - id: sphinx-lint
@@ -348,5 +348,5 @@ repos:
         entry: uv run --extra=dev sphinx-lint --enable=all --disable=line-too-long
         language: python
         types_or: [rst]
-        additional_dependencies: [uv==0.6.3]
+        additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]

From 1a91127966dbcb578705185b68f7b0da4c45d2f4 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 28 Oct 2025 12:19:13 +0000
Subject: [PATCH 171/792] Add view and edit buttons to Sphinx docs

---
 docs/source/conf.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docs/source/conf.py b/docs/source/conf.py
index 84a07124..55d9db96 100755
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -99,6 +99,7 @@
 html_show_sourcelink = False
 html_theme_options = {
     "sidebar_hide_name": False,
+    "top_of_page_buttons": ["view", "edit"],
 }
 
 # Retry link checking to avoid transient network errors.

From e2f46aeb637cfad78091172c211abb4e8b7b41a4 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 28 Oct 2025 13:42:03 +0000
Subject: [PATCH 172/792] Configure Furo top-of-page buttons with repository
 details

---
 docs/source/conf.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/docs/source/conf.py b/docs/source/conf.py
index 55d9db96..04db1028 100755
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -99,7 +99,9 @@
 html_show_sourcelink = False
 html_theme_options = {
     "sidebar_hide_name": False,
-    "top_of_page_buttons": ["view", "edit"],
+    "source_repository": "https://github.com/VWS-Python/vws-cli/",
+    "source_branch": "main",
+    "source_directory": "docs/source/",
 }
 
 # Retry link checking to avoid transient network errors.

From ce76a103e56efc17c43f82fb4580a6bdef2d3e9d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Oct 2025 22:05:29 +0000
Subject: [PATCH 173/792] Bump sphinx-lint from 1.0.0 to 1.0.1

Bumps [sphinx-lint](https://github.com/sphinx-contrib/sphinx-lint) from 1.0.0 to 1.0.1.
- [Release notes](https://github.com/sphinx-contrib/sphinx-lint/releases)
- [Commits](https://github.com/sphinx-contrib/sphinx-lint/compare/v1.0.0...v1.0.1)

---
updated-dependencies:
- dependency-name: sphinx-lint
  dependency-version: 1.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8326feac..8bd7a0b0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,7 +67,7 @@ optional-dependencies.dev = [
     "sphinx-click==6.1.0",
     "sphinx-copybutton==0.5.2",
     "sphinx-inline-tabs==2023.4.21",
-    "sphinx-lint==1.0.0",
+    "sphinx-lint==1.0.1",
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.10.24",
     "sphinxcontrib-spelling==8.0.1",

From 7e4bdc295392b60b0ac804d3aa33481253de4516 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 31 Oct 2025 22:06:17 +0000
Subject: [PATCH 174/792] Bump ruff from 0.14.2 to 0.14.3

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.2 to 0.14.3.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.2...0.14.3)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8bd7a0b0..2ae1734a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.2",
+    "ruff==0.14.3",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 3072f2716c7f7603778fd247d31c0b29588d0be2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Nov 2025 22:08:08 +0000
Subject: [PATCH 175/792] Bump beartype from 0.22.4 to 0.22.5

Bumps [beartype](https://github.com/beartype/beartype) from 0.22.4 to 0.22.5.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.22.4...v0.22.5)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.22.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2ae1734a..402cb40d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.22.4",
+    "beartype==0.22.5",
     "click==8.3.0",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From da0b162b819e4acadb2eff663d1580a06bbfd8a8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 5 Nov 2025 22:07:23 +0000
Subject: [PATCH 176/792] Bump pyproject-fmt from 2.11.0 to 2.11.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.11.0 to 2.11.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/commits)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.11.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 402cb40d..2998094a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.3.0",
     "pylint[spelling]==4.0.2",
-    "pyproject-fmt==2.11.0",
+    "pyproject-fmt==2.11.1",
     "pyright==1.1.407",
     "pyroma==5.0",
     "pytest==8.4.2",

From ac43a87501eb2d89a59f4a3ba61b66f7f80b4247 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Nov 2025 22:05:58 +0000
Subject: [PATCH 177/792] Bump ruff from 0.14.3 to 0.14.4

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.3 to 0.14.4.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.3...0.14.4)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2998094a..2d37c746 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==8.4.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.3",
+    "ruff==0.14.4",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 7b36c912699d548759649220aa8e7fbbc8ac53fe Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 8 Nov 2025 20:06:45 +0000
Subject: [PATCH 178/792] Add --no-write-to-file flag for read-only doccmd
 commands (#1772)

* Add --no-write-to-file flag for read-only doccmd commands

* Bump doccmd to 2025.11.8.1 and sybil-extras to 2025.11.8

* Bump dependencies
---
 .pre-commit-config.yaml | 10 +++++-----
 pyproject.toml          |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f7abe3e6..b19a8cd5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -155,7 +155,7 @@ repos:
       - id: mypy-docs
         name: mypy-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --language=python --command="mypy"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="mypy"
         language: python
         types_or: [markdown, rst]
 
@@ -179,7 +179,7 @@ repos:
       - id: pyright-docs
         name: pyright-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --language=python --command="pyright"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pyright"
         language: python
         types_or: [markdown, rst]
 
@@ -194,7 +194,7 @@ repos:
 
       - id: vulture-docs
         name: vulture docs
-        entry: uv run --extra=dev doccmd --language=python --command="vulture"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="vulture"
         language: python
         types_or: [python]
         pass_filenames: false
@@ -228,7 +228,7 @@ repos:
 
       - id: pylint-docs
         name: pylint-docs
-        entry: uv run --extra=dev doccmd --language=python --command="pylint"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pylint"
         language: python
         stages: [manual]
         types_or: [markdown, rst]
@@ -268,7 +268,7 @@ repos:
 
       - id: interrogate-docs
         name: interrogate docs
-        entry: uv run --extra=dev doccmd --language=python --command="interrogate"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="interrogate"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]
diff --git a/pyproject.toml b/pyproject.toml
index 2d37c746..039ff6df 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.23.1",
     "doc8==2.0.0",
-    "doccmd==2025.10.27",
+    "doccmd==2025.11.8.1",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From a478eb333d385b4c917beb880d1af2d62d662965 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 8 Nov 2025 20:13:17 +0000
Subject: [PATCH 179/792] Add --example-workers 0 to read-only doccmd hooks

---
 .pre-commit-config.yaml | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b19a8cd5..38371e85 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -155,7 +155,8 @@ repos:
       - id: mypy-docs
         name: mypy-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="mypy"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="mypy"
         language: python
         types_or: [markdown, rst]
 
@@ -179,7 +180,8 @@ repos:
       - id: pyright-docs
         name: pyright-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pyright"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="pyright"
         language: python
         types_or: [markdown, rst]
 
@@ -194,7 +196,8 @@ repos:
 
       - id: vulture-docs
         name: vulture docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="vulture"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="vulture"
         language: python
         types_or: [python]
         pass_filenames: false
@@ -228,7 +231,8 @@ repos:
 
       - id: pylint-docs
         name: pylint-docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pylint"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="pylint"
         language: python
         stages: [manual]
         types_or: [markdown, rst]
@@ -268,7 +272,8 @@ repos:
 
       - id: interrogate-docs
         name: interrogate docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="interrogate"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="interrogate"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]

From c408a312209d543e082ac2fcc01722955e0bb2c3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Nov 2025 22:09:37 +0000
Subject: [PATCH 180/792] Bump pre-commit from 4.3.0 to 4.4.0

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 4.3.0 to 4.4.0.
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v4.3.0...v4.4.0)

---
updated-dependencies:
- dependency-name: pre-commit
  dependency-version: 4.4.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 039ff6df..8d47866a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
-    "pre-commit==4.3.0",
+    "pre-commit==4.4.0",
     "pylint[spelling]==4.0.2",
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",

From e2b5295263d6efc8b1016dc018d26aba38afe7f7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Nov 2025 22:09:43 +0000
Subject: [PATCH 181/792] Bump deptry from 0.23.1 to 0.24.0

Bumps [deptry](https://github.com/fpgmaas/deptry) from 0.23.1 to 0.24.0.
- [Release notes](https://github.com/fpgmaas/deptry/releases)
- [Changelog](https://github.com/fpgmaas/deptry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/fpgmaas/deptry/compare/0.23.1...0.24.0)

---
updated-dependencies:
- dependency-name: deptry
  dependency-version: 0.24.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 039ff6df..e137ea6e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,7 +39,7 @@ dependencies = [
 optional-dependencies.dev = [
     "actionlint-py==1.7.8.24",
     "check-manifest==0.51",
-    "deptry==0.23.1",
+    "deptry==0.24.0",
     "doc8==2.0.0",
     "doccmd==2025.11.8.1",
     "docformatter==1.7.7",

From 777301d62c175b9b36088e6ad8291c7127374cc7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Nov 2025 22:09:52 +0000
Subject: [PATCH 182/792] Bump pytest from 8.4.2 to 9.0.0

Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.4.2 to 9.0.0.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.4.2...9.0.0)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 039ff6df..339bbe34 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",
     "pyroma==5.0",
-    "pytest==8.4.2",
+    "pytest==9.0.0",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
     "ruff==0.14.4",

From dc8e7a12f494758b9e1026d11127641ad57130f1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 12 Nov 2025 22:05:39 +0000
Subject: [PATCH 183/792] Bump pytest from 9.0.0 to 9.0.1

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.0 to 9.0.1.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.0...9.0.1)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a0c3222e..95240be8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",
     "pyroma==5.0",
-    "pytest==9.0.0",
+    "pytest==9.0.1",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
     "ruff==0.14.4",

From d2f5a220ebf2631a8be9381cedb4eeef48d1a464 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 13 Nov 2025 22:06:05 +0000
Subject: [PATCH 184/792] Bump ruff from 0.14.4 to 0.14.5

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.4 to 0.14.5.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.4...0.14.5)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 95240be8..7336fc85 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==9.0.1",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.4",
+    "ruff==0.14.5",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 50a821377652c60fce45f83744266c56c6014fe1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 13 Nov 2025 22:06:13 +0000
Subject: [PATCH 185/792] Bump pylint[spelling] from 4.0.2 to 4.0.3

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 4.0.2 to 4.0.3.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.2...v4.0.3)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 95240be8..969ab0b8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.4.0",
-    "pylint[spelling]==4.0.2",
+    "pylint[spelling]==4.0.3",
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",
     "pyroma==5.0",

From 237969cdd5d46b32ab4ec9baafb93451f5732be9 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 17 Nov 2025 21:58:41 +0000
Subject: [PATCH 186/792] Bump click

---
 .pre-commit-config.yaml | 3 +--
 pyproject.toml          | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 38371e85..694953c9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -334,8 +334,7 @@ repos:
       - id: pyright-verifytypes
         name: pyright-verifytypes
         stages: [pre-push]
-        # We ignore external types because of https://github.com/pallets/click/issues/3067.
-        entry: uv run --extra=dev -m pyright --ignoreexternal --verifytypes vws_cli
+        entry: uv run --extra=dev -m pyright --verifytypes vws_cli
         language: python
         pass_filenames: false
         types_or: [python]
diff --git a/pyproject.toml b/pyproject.toml
index 95240be8..105e77ba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.5",
-    "click==8.3.0",
+    "click==8.3.1",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",
 ]

From 1f3038376013fe9ee608a8ee9ba49caf10564a54 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 17 Nov 2025 22:10:17 +0000
Subject: [PATCH 187/792] Bump sphinx-substitution-extensions from 2025.10.24
 to 2025.11.17

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2025.10.24 to 2025.11.17.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2025.10.24...2025.11.17)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2025.11.17
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0c18e19f..1c804cd4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,7 +69,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2023.4.21",
     "sphinx-lint==1.0.1",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2025.10.24",
+    "sphinx-substitution-extensions==2025.11.17",
     "sphinxcontrib-spelling==8.0.1",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",

From 0ca6cd60c2203390556e17a15d1cbc6aa29c0979 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 19 Nov 2025 22:07:00 +0000
Subject: [PATCH 188/792] Bump sphinx-lint from 1.0.1 to 1.0.2

Bumps [sphinx-lint](https://github.com/sphinx-contrib/sphinx-lint) from 1.0.1 to 1.0.2.
- [Release notes](https://github.com/sphinx-contrib/sphinx-lint/releases)
- [Commits](https://github.com/sphinx-contrib/sphinx-lint/compare/v1.0.1...v1.0.2)

---
updated-dependencies:
- dependency-name: sphinx-lint
  dependency-version: 1.0.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1c804cd4..60e755a9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,7 +67,7 @@ optional-dependencies.dev = [
     "sphinx-click==6.1.0",
     "sphinx-copybutton==0.5.2",
     "sphinx-inline-tabs==2023.4.21",
-    "sphinx-lint==1.0.1",
+    "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.11.17",
     "sphinxcontrib-spelling==8.0.1",

From f8bfd97dfce2a711158b81565f661f90d3a7d32a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Nov 2025 22:06:23 +0000
Subject: [PATCH 189/792] Bump actions/checkout from 5 to 6

Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml           | 2 +-
 .github/workflows/lint.yml         | 2 +-
 .github/workflows/publish-site.yml | 2 +-
 .github/workflows/release.yml      | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d0787ede..73e37063 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,7 +23,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
       - name: Install uv
         uses: astral-sh/setup-uv@v7
         with:
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 1264174d..ebae620a 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -23,7 +23,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
         # We need our tags in order to calculate the version
         # in the Sphinx setup.
         with:
diff --git a/.github/workflows/publish-site.yml b/.github/workflows/publish-site.yml
index 2b2e80bb..390fb01f 100644
--- a/.github/workflows/publish-site.yml
+++ b/.github/workflows/publish-site.yml
@@ -17,7 +17,7 @@ jobs:
       pages: write
       id-token: write
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
         # We need our tags in order to calculate the version
         # in the Sphinx setup.
         with:
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index ac67fe36..48d05317 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -21,7 +21,7 @@ jobs:
       contents: write
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
         with:
           # See
           # https://github.com/stefanzweifel/git-auto-commit-action?tab=readme-ov-file#push-to-protected-branches

From 6f05a09eda0da1b5aaeaa373ec341026e11133a9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Nov 2025 22:07:12 +0000
Subject: [PATCH 190/792] Bump doccmd from 2025.11.8.1 to 2025.11.20

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.11.8.1 to 2025.11.20.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.11.08.1...2025.11.20)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.11.20
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 60e755a9..598bc8e2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2025.11.8.1",
+    "doccmd==2025.11.20",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 618de1338f08f380fcf202aa70b2cb37ca82c83b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Nov 2025 22:07:27 +0000
Subject: [PATCH 191/792] Bump beartype from 0.22.5 to 0.22.6

Bumps [beartype](https://github.com/beartype/beartype) from 0.22.5 to 0.22.6.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.22.5...v0.22.6)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.22.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 60e755a9..90822727 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.22.5",
+    "beartype==0.22.6",
     "click==8.3.1",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From 98e0c46cb691f7b5c94f5cfbd6cbafc0a6928748 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Nov 2025 22:06:43 +0000
Subject: [PATCH 192/792] Bump ruff from 0.14.5 to 0.14.6

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.5 to 0.14.6.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.5...0.14.6)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.6
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9f79823b..01576d21 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==9.0.1",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.5",
+    "ruff==0.14.6",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From c62ab08290ea6cdbb51011f4db8b0a0d8626e165 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Nov 2025 22:21:41 +0000
Subject: [PATCH 193/792] Bump actionlint-py from 1.7.8.24 to 1.7.9.24

Bumps [actionlint-py](https://github.com/Mateusz-Grzelinski/actionlint-py) from 1.7.8.24 to 1.7.9.24.
- [Commits](https://github.com/Mateusz-Grzelinski/actionlint-py/compare/v1.7.8.24...v1.7.9.24)

---
updated-dependencies:
- dependency-name: actionlint-py
  dependency-version: 1.7.9.24
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 01576d21..225550a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,7 +37,7 @@ dependencies = [
     "vws-python==2025.3.10.1",
 ]
 optional-dependencies.dev = [
-    "actionlint-py==1.7.8.24",
+    "actionlint-py==1.7.9.24",
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",

From 05698f3319fdbb7f50fbf662617774703b81ef3d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Nov 2025 22:21:59 +0000
Subject: [PATCH 194/792] Bump pre-commit from 4.4.0 to 4.5.0

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 4.4.0 to 4.5.0.
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v4.4.0...v4.5.0)

---
updated-dependencies:
- dependency-name: pre-commit
  dependency-version: 4.5.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 01576d21..5e397a85 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.18.2",
     "mypy-strict-kwargs==2025.4.3",
-    "pre-commit==4.4.0",
+    "pre-commit==4.5.0",
     "pylint[spelling]==4.0.3",
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",

From 65cf72ac67c7035e181df0ee0a738fd9094f0761 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Nov 2025 22:05:55 +0000
Subject: [PATCH 195/792] Bump ruff from 0.14.6 to 0.14.7

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.6 to 0.14.7.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.6...0.14.7)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.7
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f377b0e1..40a70bb2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==9.0.1",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.6",
+    "ruff==0.14.7",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From fcb330c5211474af72a66eabb6ab6970aa627f51 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Nov 2025 22:06:28 +0000
Subject: [PATCH 196/792] Bump mypy[faster-cache] from 1.18.2 to 1.19.0

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.18.2 to 1.19.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.18.2...v1.19.0)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.19.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f377b0e1..1856f388 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.5",
     "furo==2025.9.25",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.18.2",
+    "mypy[faster-cache]==1.19.0",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.5.0",
     "pylint[spelling]==4.0.3",

From ca23fa897cce1b9695a9101c8f959e98f45e02d7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Nov 2025 22:06:35 +0000
Subject: [PATCH 197/792] Bump sphinxcontrib-spelling from 8.0.1 to 8.0.2

Bumps [sphinxcontrib-spelling](https://github.com/sphinx-contrib/spelling) from 8.0.1 to 8.0.2.
- [Release notes](https://github.com/sphinx-contrib/spelling/releases)
- [Commits](https://github.com/sphinx-contrib/spelling/compare/8.0.1...8.0.2)

---
updated-dependencies:
- dependency-name: sphinxcontrib-spelling
  dependency-version: 8.0.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f377b0e1..d15a80db 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -70,7 +70,7 @@ optional-dependencies.dev = [
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.11.17",
-    "sphinxcontrib-spelling==8.0.1",
+    "sphinxcontrib-spelling==8.0.2",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From f526f86e01375e0d3e426c4f0a712e47e112738b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 2 Dec 2025 02:04:40 +0000
Subject: [PATCH 198/792] Bump beartype from 0.22.6 to 0.22.7

Bumps [beartype](https://github.com/beartype/beartype) from 0.22.6 to 0.22.7.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.22.6...v0.22.7)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.22.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cbafa063..d32a7cd4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.22.6",
+    "beartype==0.22.7",
     "click==8.3.1",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From 030a54465a55dd355a7c6255afcd45e0f21dc2cf Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 2 Dec 2025 02:05:31 +0000
Subject: [PATCH 199/792] Bump pylint[spelling] from 4.0.3 to 4.0.4

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 4.0.3 to 4.0.4.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.3...v4.0.4)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cbafa063..836d311c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.19.0",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.5.0",
-    "pylint[spelling]==4.0.3",
+    "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",
     "pyroma==5.0",

From 67caa19c5da280125fe8b42ff951d5981be81917 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 3 Dec 2025 22:06:29 +0000
Subject: [PATCH 200/792] Bump beartype from 0.22.7 to 0.22.8

Bumps [beartype](https://github.com/beartype/beartype) from 0.22.7 to 0.22.8.
- [Release notes](https://github.com/beartype/beartype/releases)
- [Changelog](https://github.com/beartype/beartype/blob/main/doc/RELEASE.rst)
- [Commits](https://github.com/beartype/beartype/compare/v0.22.7...v0.22.8)

---
updated-dependencies:
- dependency-name: beartype
  dependency-version: 0.22.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3fb06c33..04d3fec9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.22.7",
+    "beartype==0.22.8",
     "click==8.3.1",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From 2a734d0202aab9dc942ca6fc8fe12fa1365e6d60 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 3 Dec 2025 22:06:58 +0000
Subject: [PATCH 201/792] Bump doccmd from 2025.11.20 to 2025.12.3

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.11.20 to 2025.12.3.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.11.20...2025.12.03)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.12.3
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3fb06c33..4d3f1f8c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2025.11.20",
+    "doccmd==2025.12.3",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 4db264dd5d9ab12490ff90d3202c21457f1af067 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 4 Dec 2025 11:39:20 +0000
Subject: [PATCH 202/792] Add .prettierrc configuration (#1797)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Add Prettier configuration file with YAML single quote override from click-compose.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-authored-by: Claude <noreply@anthropic.com>
---
 .prettierrc    | 10 ++++++++++
 pyproject.toml |  1 +
 2 files changed, 11 insertions(+)
 create mode 100644 .prettierrc

diff --git a/.prettierrc b/.prettierrc
new file mode 100644
index 00000000..3ab9aa05
--- /dev/null
+++ b/.prettierrc
@@ -0,0 +1,10 @@
+{
+  "overrides": [
+    {
+      "files": ["*.yaml", "*.yml"],
+      "options": {
+        "singleQuote": true
+      }
+    }
+  ]
+}
diff --git a/pyproject.toml b/pyproject.toml
index 2259e271..2c7c186b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -263,6 +263,7 @@ make-summary-multi-line = true
 
 ignore = [
     ".checkmake-config.ini",
+    ".prettierrc",
     ".yamlfmt",
     "*.enc",
     ".pre-commit-config.yaml",

From 1f14aa78ec60ae406e361e72b29b9fbf5f7a08fe Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Dec 2025 22:06:40 +0000
Subject: [PATCH 203/792] Bump ruff from 0.14.7 to 0.14.8

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.7 to 0.14.8.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.7...0.14.8)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.8
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c7c186b..4713af5c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==9.0.1",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.7",
+    "ruff==0.14.8",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 41e5e04179bc0611dee843b9cd79c3bb7b19e66f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Dec 2025 22:07:03 +0000
Subject: [PATCH 204/792] Bump sphinx-click from 6.1.0 to 6.2.0

Bumps [sphinx-click](https://github.com/click-contrib/sphinx-click) from 6.1.0 to 6.2.0.
- [Release notes](https://github.com/click-contrib/sphinx-click/releases)
- [Commits](https://github.com/click-contrib/sphinx-click/compare/6.1.0...6.2.0)

---
updated-dependencies:
- dependency-name: sphinx-click
  dependency-version: 6.2.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c7c186b..45ac4c68 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,7 +64,7 @@ optional-dependencies.dev = [
     "shellcheck-py==0.11.0.1",
     "shfmt-py==3.12.0.2",
     "sphinx==8.2.3",
-    "sphinx-click==6.1.0",
+    "sphinx-click==6.2.0",
     "sphinx-copybutton==0.5.2",
     "sphinx-inline-tabs==2023.4.21",
     "sphinx-lint==1.0.2",

From 721c4594bb6c5cdebf1c1caf720be1a6348c3735 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Dec 2025 22:06:48 +0000
Subject: [PATCH 205/792] Bump doccmd from 2025.12.3 to 2025.12.5.2

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.12.3 to 2025.12.5.2.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.12.03...2025.12.05.2)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.12.5.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 77b6371b..dcdf9935 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2025.12.3",
+    "doccmd==2025.12.5.2",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 6698cc36e281efe326d407684f33b432c800abd3 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 8 Dec 2025 07:29:54 +0000
Subject: [PATCH 206/792] Add validation for gha-find-replace actions (#1802)

Fail the workflow if no files are modified during file updates.
This prevents silent failures in the release process.
---
 .github/workflows/release.yml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 48d05317..8eb65a76 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -55,6 +55,7 @@ jobs:
           echo "underline=${underline}" >> "$GITHUB_OUTPUT"
 
       - name: Update changelog
+        id: update_changelog
         uses: jacobtomlinson/gha-find-replace@v3
         with:
           find: "Next\n----"
@@ -63,6 +64,12 @@ jobs:
           include: CHANGELOG.rst
           regex: false
 
+      - name: Check Update changelog was modified
+        run: |
+          if [ "${{ steps.update_changelog.outputs.modifiedFiles }}" = "0" ]; then
+            echo "Error: No files were modified when updating changelog"
+            exit 1
+          fi
       - uses: stefanzweifel/git-auto-commit-action@v7
         id: commit
         with:
@@ -130,6 +137,7 @@ jobs:
             uv run --no-cache --with="vws-cli==${{ steps.calver.outputs.release }}" --extra=release poet --formula vws-cli > ${{ steps.set-homebrew-filename.outputs.filename }}
 
       - name: Update Homebrew description
+        id: update_homebrew_description
         uses: jacobtomlinson/gha-find-replace@v3
         with:
           find: desc "Shiny new formula"
@@ -137,7 +145,14 @@ jobs:
           include: ${{ steps.set-homebrew-filename.outputs.filename }}
           regex: false
 
+      - name: Check Update Homebrew description was modified
+        run: |
+          if [ "${{ steps.update_homebrew_description.outputs.modifiedFiles }}" = "0" ]; then
+            echo "Error: No files were modified when updating Homebrew description"
+            exit 1
+          fi
       - name: Fix Homebrew class name
+        id: fix_homebrew_class_name
         uses: jacobtomlinson/gha-find-replace@v3
         with:
           find: class VWSCLI
@@ -145,6 +160,12 @@ jobs:
           include: ${{ steps.set-homebrew-filename.outputs.filename }}
           regex: false
 
+      - name: Check Fix Homebrew class name was modified
+        run: |
+          if [ "${{ steps.fix_homebrew_class_name.outputs.modifiedFiles }}" = "0" ]; then
+            echo "Error: No files were modified when fixing Homebrew class name"
+            exit 1
+          fi
       - name: Push Homebrew Recipe
         uses: dmnemec/copy_file_to_another_repo_action@main
         env:

From e52f568210f85f3091e1035619902050ec7855ac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Dec 2025 22:06:55 +0000
Subject: [PATCH 207/792] Bump pytest from 9.0.1 to 9.0.2

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.1 to 9.0.2.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.1...9.0.2)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.0.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dcdf9935..3527e42c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",
     "pyroma==5.0",
-    "pytest==9.0.1",
+    "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
     "ruff==0.14.8",

From f5ac96bf3a92ec6abde23929a6d076915c5bbeff Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Dec 2025 22:07:02 +0000
Subject: [PATCH 208/792] Bump doccmd from 2025.12.5.2 to 2025.12.8.5

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.12.5.2 to 2025.12.8.5.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.12.05.2...2025.12.08.5)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.12.8.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dcdf9935..672ce49f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2025.12.5.2",
+    "doccmd==2025.12.8.5",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 6efcd0b447719f82bdfa47714ddda7e5ab6727e6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 9 Dec 2025 22:06:45 +0000
Subject: [PATCH 209/792] Bump pyroma from 5.0 to 5.0.1

Bumps [pyroma](https://github.com/regebro/pyroma) from 5.0 to 5.0.1.
- [Changelog](https://github.com/regebro/pyroma/blob/master/CHANGES.txt)
- [Commits](https://github.com/regebro/pyroma/compare/5.0...5.0.1)

---
updated-dependencies:
- dependency-name: pyroma
  dependency-version: 5.0.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e4dbd84a..53af47ba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",
-    "pyroma==5.0",
+    "pyroma==5.0.1",
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",

From 714b532fa827d0e27ead3cb061fb0292f3f1c21a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 10 Dec 2025 22:06:39 +0000
Subject: [PATCH 210/792] Bump doccmd from 2025.12.8.5 to 2025.12.10

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.12.8.5 to 2025.12.10.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.12.08.5...2025.12.10)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.12.10
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 53af47ba..108b731f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2025.12.8.5",
+    "doccmd==2025.12.10",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 3c91f49e0abff737c9eba5232856827db89939bf Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 13 Dec 2025 07:56:22 +0000
Subject: [PATCH 211/792] Bump beartype to 0.22.9 (#1808)

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 108b731f..70487258 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ dynamic = [
     "version",
 ]
 dependencies = [
-    "beartype==0.22.8",
+    "beartype==0.22.9",
     "click==8.3.1",
     "pyyaml==6.0.3",
     "vws-python==2025.3.10.1",

From 3641981525ec85ebc834179161f86c5ce329e6f7 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 13 Dec 2025 08:45:23 +0000
Subject: [PATCH 212/792] Add ty to pre-commit

---
 .pre-commit-config.yaml | 20 ++++++++++++++++++++
 pyproject.toml          |  1 +
 2 files changed, 21 insertions(+)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 694953c9..448326fb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -21,6 +21,8 @@ ci:
     - pyright
     - pyright-docs
     - pyright-verifytypes
+    - ty
+    - ty-docs
     - pyroma
     - ruff-check-fix
     - ruff-check-fix-docs
@@ -339,6 +341,24 @@ repos:
         pass_filenames: false
         types_or: [python]
 
+      - id: ty
+        name: ty
+        stages: [pre-push]
+        entry: uv run --extra=dev ty check
+        language: python
+        types_or: [python, toml]
+        pass_filenames: false
+        additional_dependencies: [uv==0.9.5]
+
+      - id: ty-docs
+        name: ty-docs
+        stages: [pre-push]
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="ty check"
+        language: python
+        types_or: [markdown, rst]
+        additional_dependencies: [uv==0.9.5]
+
       - id: yamlfix
         name: yamlfix
         entry: uv run --extra=dev yamlfix
diff --git a/pyproject.toml b/pyproject.toml
index 70487258..a5adf65a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,6 +71,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.11.17",
     "sphinxcontrib-spelling==8.0.2",
+    "ty==0.0.1a34",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 7272141a86c8e00e3299728b4f64d8704560cb1e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 13 Dec 2025 12:49:55 +0000
Subject: [PATCH 213/792] Use modern version_file

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a5adf65a..a5115a76 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -104,7 +104,7 @@ vws_cli = [
 # We write the version to a file so that we can import it.
 # We choose a ``.py`` file so that we can read it without
 # worrying about including the file in MANIFEST.in.
-write_to = "src/vws_cli/_setuptools_scm_version.py"
+version_file = "src/vws_cli/_setuptools_scm_version.py"
 
 [tool.ruff]
 line-length = 79

From d2cc42b4332b4ca7938225cfd67c3672c329fd8c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 13 Dec 2025 12:55:10 +0000
Subject: [PATCH 214/792] Bump ruff from 0.14.8 to 0.14.9

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.8 to 0.14.9.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.8...0.14.9)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.9
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a5115a76..a008b594 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.8",
+    "ruff==0.14.9",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From b80789036855a1522424fa2a8c5471cc38942f5a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Dec 2025 22:05:47 +0000
Subject: [PATCH 215/792] Bump mypy[faster-cache] from 1.19.0 to 1.19.1

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.19.0 to 1.19.1.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.19.0...v1.19.1)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 1.19.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a008b594..34d99e35 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ optional-dependencies.dev = [
     "freezegun==1.5.5",
     "furo==2025.9.25",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.19.0",
+    "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2025.4.3",
     "pre-commit==4.5.0",
     "pylint[spelling]==4.0.4",

From b9f7b2cc76708ff7b104c8ae89d2408d85c00fa8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Dec 2025 22:05:51 +0000
Subject: [PATCH 216/792] Bump sphinx-substitution-extensions from 2025.11.17
 to 2025.12.15

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2025.11.17 to 2025.12.15.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2025.11.17...2025.12.15)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2025.12.15
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a008b594..e993ac28 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,7 +69,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2023.4.21",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2025.11.17",
+    "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
     "ty==0.0.1a34",
     "types-pyyaml==6.0.12.20250915",

From 66889f0b274fdc4c181ff917ce0ceee6fd834c43 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Dec 2025 22:06:02 +0000
Subject: [PATCH 217/792] Bump doccmd from 2025.12.10 to 2025.12.13

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.12.10 to 2025.12.13.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.12.10...2025.12.13)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2025.12.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a008b594..070b801d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2025.12.10",
+    "doccmd==2025.12.13",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.9.25",

From 83232f17f9abc6e8f49cd0af7461061f41689665 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Dec 2025 22:05:32 +0000
Subject: [PATCH 218/792] Bump pre-commit from 4.5.0 to 4.5.1

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 4.5.0 to 4.5.1.
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v4.5.0...v4.5.1)

---
updated-dependencies:
- dependency-name: pre-commit
  dependency-version: 4.5.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 78f426e2..0a058a26 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2025.4.3",
-    "pre-commit==4.5.0",
+    "pre-commit==4.5.1",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyright==1.1.407",

From 33e414b496394ee129fbf2def2b46828c6d08945 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 16 Dec 2025 22:05:45 +0000
Subject: [PATCH 219/792] Bump ty from 0.0.1a34 to 0.0.2

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.1a34 to 0.0.2.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.1-alpha.34...0.0.2)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 78f426e2..1581010c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.1a34",
+    "ty==0.0.2",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From a607eb348567d08571ae69ce129e4646b802c47f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Dec 2025 22:06:48 +0000
Subject: [PATCH 220/792] Bump ruff from 0.14.9 to 0.14.10

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.9 to 0.14.10.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.9...0.14.10)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.10
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e5505c02..46b11ea6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.9",
+    "ruff==0.14.10",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ec55da02b97b14c6a2fee2dbfd2e903c4389656a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Dec 2025 22:06:58 +0000
Subject: [PATCH 221/792] Bump ty from 0.0.2 to 0.0.3

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.2 to 0.0.3.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.2...0.0.3)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e5505c02..98ba0a9e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.2",
+    "ty==0.0.3",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 02eb36159cafc16a0c795a9370a9b68867698bac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Dec 2025 22:07:18 +0000
Subject: [PATCH 222/792] Bump yamlfix from 1.19.0 to 1.19.1

Bumps [yamlfix](https://github.com/lyz-code/yamlfix) from 1.19.0 to 1.19.1.
- [Changelog](https://github.com/lyz-code/yamlfix/blob/main/CHANGELOG.md)
- [Commits](https://github.com/lyz-code/yamlfix/compare/1.19.0...1.19.1)

---
updated-dependencies:
- dependency-name: yamlfix
  dependency-version: 1.19.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e5505c02..049f01c5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -76,7 +76,7 @@ optional-dependencies.dev = [
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
-    "yamlfix==1.19.0",
+    "yamlfix==1.19.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 0acfd9bab5622ad443adf48f475281149f0226a3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Dec 2025 22:23:38 +0000
Subject: [PATCH 223/792] Bump sphinx from 8.2.3 to 9.0.4

Bumps [sphinx](https://github.com/sphinx-doc/sphinx) from 8.2.3 to 9.0.4.
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/master/CHANGES.rst)
- [Commits](https://github.com/sphinx-doc/sphinx/compare/v8.2.3...v9.0.4)

---
updated-dependencies:
- dependency-name: sphinx
  dependency-version: 9.0.4
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 50ada545..98347a3a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,7 +63,7 @@ optional-dependencies.dev = [
     # use it to lint shell commands in GitHub workflow files.
     "shellcheck-py==0.11.0.1",
     "shfmt-py==3.12.0.2",
-    "sphinx==8.2.3",
+    "sphinx==9.0.4",
     "sphinx-click==6.2.0",
     "sphinx-copybutton==0.5.2",
     "sphinx-inline-tabs==2023.4.21",

From 183f8282b3e2d42b53b7720a13fa3f260f97cc19 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 19 Dec 2025 20:02:14 +0000
Subject: [PATCH 224/792] Update furo version to 2025.12.19

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 98347a3a..4f5bdb5e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ optional-dependencies.dev = [
     "doccmd==2025.12.13",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
-    "furo==2025.9.25",
+    "furo==2025.12.19",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2025.4.3",

From 3968ac2b74d0d6483340fdd4ff752a971b7dd19c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Dec 2025 22:04:50 +0000
Subject: [PATCH 225/792] Bump furo from 2025.9.25 to 2025.12.19

Bumps [furo](https://github.com/pradyunsg/furo) from 2025.9.25 to 2025.12.19.
- [Release notes](https://github.com/pradyunsg/furo/releases)
- [Changelog](https://github.com/pradyunsg/furo/blob/main/docs/changelog.md)
- [Commits](https://github.com/pradyunsg/furo/compare/2025.09.25...2025.12.19)

---
updated-dependencies:
- dependency-name: furo
  dependency-version: 2025.12.19
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 50ada545..97f536da 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ optional-dependencies.dev = [
     "doccmd==2025.12.13",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
-    "furo==2025.9.25",
+    "furo==2025.12.19",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2025.4.3",

From b6026a22120d8cebde85dfde80d5fd28490b0db1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Dec 2025 22:04:59 +0000
Subject: [PATCH 226/792] Bump ty from 0.0.3 to 0.0.4

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.3 to 0.0.4.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.3...0.0.4)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 50ada545..5e7f3a5a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.3",
+    "ty==0.0.4",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 04f94f9b5f6724d751fa015022aefc22dee4819d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Dec 2025 22:05:44 +0000
Subject: [PATCH 227/792] Bump sphinx-inline-tabs from 2023.4.21 to
 2025.12.21.14

Bumps [sphinx-inline-tabs](https://github.com/pradyunsg/sphinx-inline-tabs) from 2023.4.21 to 2025.12.21.14.
- [Commits](https://github.com/pradyunsg/sphinx-inline-tabs/compare/2023.04.21...2025.12.21.14)

---
updated-dependencies:
- dependency-name: sphinx-inline-tabs
  dependency-version: 2025.12.21.14
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c4fce2e..a950413b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,7 +66,7 @@ optional-dependencies.dev = [
     "sphinx==8.2.3",
     "sphinx-click==6.2.0",
     "sphinx-copybutton==0.5.2",
-    "sphinx-inline-tabs==2023.4.21",
+    "sphinx-inline-tabs==2025.12.21.14",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",

From 5994370eb57441f933790d09aaff49775f3f3d5c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 24 Dec 2025 22:04:16 +0000
Subject: [PATCH 228/792] Bump ty from 0.0.4 to 0.0.7

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.4 to 0.0.7.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.4...0.0.7)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.7
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c4fce2e..36760147 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.4",
+    "ty==0.0.7",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 5352156af183393f1b6d6e8c6e8bb5540a232caa Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 26 Dec 2025 14:24:22 +0000
Subject: [PATCH 229/792] Add pyrefly and pyrefly-docs configuration

---
 .pre-commit-config.yaml | 20 ++++++++++++++++++++
 pyproject.toml          |  1 +
 2 files changed, 21 insertions(+)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 448326fb..3e4a58ce 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,6 +37,8 @@ ci:
     - vulture
     - vulture-docs
     - yamlfix
+    - pyrefly
+    - pyrefly-docs
 
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
@@ -374,3 +376,21 @@ repos:
         types_or: [rst]
         additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
+
+      - id: pyrefly
+        name: pyrefly
+        stages: [pre-push]
+        entry: uv run --extra=dev pyrefly check
+        language: python
+        types_or: [python, toml]
+        pass_filenames: false
+        additional_dependencies: [uv==0.9.5]
+
+      - id: pyrefly-docs
+        name: pyrefly-docs
+        stages: [pre-push]
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="pyrefly check"
+        language: python
+        types_or: [markdown, rst]
+        additional_dependencies: [uv==0.9.5]
diff --git a/pyproject.toml b/pyproject.toml
index 2c4fce2e..03d257ff 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,6 +51,7 @@ optional-dependencies.dev = [
     "pre-commit==4.5.1",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
+    "pyrefly==0.46.1",
     "pyright==1.1.407",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 7b37488131555722ab192d9f2ad21969cf92d45f Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 26 Dec 2025 15:36:45 +0000
Subject: [PATCH 230/792] Fix mypy

---
 src/vws_cli/options/credentials.py | 41 +++++++++++++-----------------
 src/vws_cli/options/targets.py     |  8 +++---
 2 files changed, 21 insertions(+), 28 deletions(-)

diff --git a/src/vws_cli/options/credentials.py b/src/vws_cli/options/credentials.py
index 0d97a024..a9d8a60a 100644
--- a/src/vws_cli/options/credentials.py
+++ b/src/vws_cli/options/credentials.py
@@ -3,6 +3,7 @@
 """
 
 from collections.abc import Callable
+from typing import Any
 
 import click
 from beartype import beartype
@@ -10,12 +11,12 @@
 
 @beartype
 def server_access_key_option(
-    command: Callable[..., None] | None = None,
-) -> Callable[..., None]:
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
     """
     An option decorator for the Vuforia server access key.
     """
-    click_option_function = click.option(
+    return click.option(
         "--server-access-key",
         type=str,
         help=(
@@ -25,19 +26,17 @@ def server_access_key_option(
         required=True,
         envvar="VUFORIA_SERVER_ACCESS_KEY",
         show_envvar=True,
-    )
-    assert command is not None
-    return click_option_function(command)
+    )(command)
 
 
 @beartype
 def server_secret_key_option(
-    command: Callable[..., None] | None = None,
-) -> Callable[..., None]:
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
     """
     An option decorator for the Vuforia server secret key.
     """
-    click_option_function = click.option(
+    return click.option(
         "--server-secret-key",
         type=str,
         help=(
@@ -47,19 +46,17 @@ def server_secret_key_option(
         required=True,
         envvar="VUFORIA_SERVER_SECRET_KEY",
         show_envvar=True,
-    )
-    assert command is not None
-    return click_option_function(command)
+    )(command)
 
 
 @beartype
 def client_access_key_option(
-    command: Callable[..., None] | None = None,
-) -> Callable[..., None]:
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
     """
     An option decorator for the Vuforia client access key.
     """
-    click_option_function = click.option(
+    return click.option(
         "--client-access-key",
         type=str,
         help=(
@@ -69,19 +66,17 @@ def client_access_key_option(
         required=True,
         envvar="VUFORIA_CLIENT_ACCESS_KEY",
         show_envvar=True,
-    )
-    assert command is not None
-    return click_option_function(command)
+    )(command)
 
 
 @beartype
 def client_secret_key_option(
-    command: Callable[..., None] | None = None,
-) -> Callable[..., None]:
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
     """
     An option decorator for the Vuforia client secret key.
     """
-    click_option_function = click.option(
+    return click.option(
         "--client-secret-key",
         type=str,
         help=(
@@ -91,6 +86,4 @@ def client_secret_key_option(
         required=True,
         envvar="VUFORIA_CLIENT_SECRET_KEY",
         show_envvar=True,
-    )
-    assert command is not None
-    return click_option_function(command)
+    )(command)
diff --git a/src/vws_cli/options/targets.py b/src/vws_cli/options/targets.py
index a2be1896..e2c80622 100644
--- a/src/vws_cli/options/targets.py
+++ b/src/vws_cli/options/targets.py
@@ -10,7 +10,7 @@
 import click
 from beartype import beartype
 
-target_id_option: Callable[..., None] = click.option(
+target_id_option: Callable[..., Any] = click.option(
     "--target-id",
     type=str,
     help="The ID of a target in the Vuforia database.",
@@ -19,7 +19,7 @@
 
 
 @beartype
-def target_name_option(*, required: bool) -> Callable[..., None]:
+def target_name_option(*, required: bool) -> Callable[..., Any]:
     """
     An option decorator for choosing a target name.
     """
@@ -77,7 +77,7 @@ class ActiveFlagChoice(Enum):
 def active_flag_option(
     *,
     allow_none: bool,
-) -> Callable[..., None]:
+) -> Callable[..., Any]:
     """
     An option decorator for setting a target's active flag.
     """
@@ -98,7 +98,7 @@ def active_flag_option(
     )
 
 
-application_metadata_option: Callable[..., None] = click.option(
+application_metadata_option: Callable[..., Any] = click.option(
     "--application-metadata",
     type=str,
     required=False,

From 05278cfd3f347e39df26bc9c3407132244290d86 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Dec 2025 17:07:03 +0000
Subject: [PATCH 231/792] Add zizmor for GitHub Actions security linting
 (#1827)

* Add zizmor for GitHub Actions security linting

* Add zizmor config and ignore in check-manifest

* Fix zizmor issues in GitHub workflows

* [pre-commit.ci lite] apply automatic fixes

---------

Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 .github/workflows/ci.yml           |  4 ++++
 .github/workflows/lint.yml         |  7 +++++--
 .github/workflows/publish-site.yml |  5 +++--
 .github/workflows/release.yml      |  1 +
 .pre-commit-config.yaml            | 10 ++++++++++
 pyproject.toml                     |  2 ++
 zizmor.yml                         | 12 ++++++++++++
 7 files changed, 37 insertions(+), 4 deletions(-)
 create mode 100644 zizmor.yml

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 73e37063..48043e9d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -12,6 +12,8 @@ on:
     # Run at 1:00 every day
     - cron: 0 1 * * *
 
+permissions: {}
+
 jobs:
   build:
 
@@ -24,6 +26,8 @@ jobs:
 
     steps:
       - uses: actions/checkout@v6
+        with:
+          persist-credentials: false
       - name: Install uv
         uses: astral-sh/setup-uv@v7
         with:
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index ebae620a..86fd82a7 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -12,6 +12,8 @@ on:
     # Run at 1:00 every day
     - cron: 0 1 * * *
 
+permissions: {}
+
 jobs:
   build:
 
@@ -23,10 +25,11 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v6
-        # We need our tags in order to calculate the version
+      - uses: actions/checkout@v6  # We need our tags in order to calculate the version
         # in the Sphinx setup.
+
         with:
+          persist-credentials: false
           fetch-depth: 0
           fetch-tags: true
 
diff --git a/.github/workflows/publish-site.yml b/.github/workflows/publish-site.yml
index 390fb01f..75d3a6af 100644
--- a/.github/workflows/publish-site.yml
+++ b/.github/workflows/publish-site.yml
@@ -17,10 +17,11 @@ jobs:
       pages: write
       id-token: write
     steps:
-      - uses: actions/checkout@v6
-        # We need our tags in order to calculate the version
+      - uses: actions/checkout@v6  # We need our tags in order to calculate the version
         # in the Sphinx setup.
+
         with:
+          persist-credentials: false
           fetch-depth: 0
           fetch-tags: true
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8eb65a76..746593a7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -23,6 +23,7 @@ jobs:
     steps:
       - uses: actions/checkout@v6
         with:
+          persist-credentials: false
           # See
           # https://github.com/stefanzweifel/git-auto-commit-action?tab=readme-ov-file#push-to-protected-branches
           token: ${{ secrets.RELEASE_PAT }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3e4a58ce..b449e60e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,6 +37,7 @@ ci:
     - vulture
     - vulture-docs
     - yamlfix
+    - zizmor
     - pyrefly
     - pyrefly-docs
 
@@ -369,6 +370,15 @@ repos:
         additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
+      - id: zizmor
+        name: zizmor
+        entry: uv run --extra=dev zizmor .github
+        language: python
+        pass_filenames: false
+        types_or: [yaml]
+        additional_dependencies: [uv==0.9.5]
+        stages: [pre-commit]
+
       - id: sphinx-lint
         name: sphinx-lint
         entry: uv run --extra=dev sphinx-lint --enable=all --disable=line-too-long
diff --git a/pyproject.toml b/pyproject.toml
index 4e0d44e4..05ff66ae 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,6 +78,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
+    "zizmor==1.19.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
@@ -288,6 +289,7 @@ ignore = [
     "bin",
     "bin/*",
     "src/*/_setuptools_scm_version.py",
+    "zizmor.yml",
 ]
 
 [tool.deptry]
diff --git a/zizmor.yml b/zizmor.yml
new file mode 100644
index 00000000..f63e179d
--- /dev/null
+++ b/zizmor.yml
@@ -0,0 +1,12 @@
+---
+rules:
+  unpinned-uses:
+    disable: true
+  cache-poisoning:
+    disable: true
+  bot-conditions:
+    disable: true
+  dependabot-cooldown:
+    disable: true
+  template-injection:
+    disable: true

From 2203ce80fa927f0f0b59e1c5c35cac2e9d2626ff Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 29 Dec 2025 17:24:28 +0000
Subject: [PATCH 232/792] Fix release.yml: remove persist-credentials and
 suppress artipacked rule (#1828)

- Remove persist-credentials: false from release.yml as it breaks git-auto-commit-action
- Add artipacked to disabled rules in zizmor.yml to suppress the warning
---
 .github/workflows/release.yml | 1 -
 zizmor.yml                    | 2 ++
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 746593a7..8eb65a76 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -23,7 +23,6 @@ jobs:
     steps:
       - uses: actions/checkout@v6
         with:
-          persist-credentials: false
           # See
           # https://github.com/stefanzweifel/git-auto-commit-action?tab=readme-ov-file#push-to-protected-branches
           token: ${{ secrets.RELEASE_PAT }}
diff --git a/zizmor.yml b/zizmor.yml
index f63e179d..4716b1b9 100644
--- a/zizmor.yml
+++ b/zizmor.yml
@@ -10,3 +10,5 @@ rules:
     disable: true
   template-injection:
     disable: true
+  artipacked:
+    disable: true

From d54337a18cf7839b91d74a67e8c820acb5b17db6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Dec 2025 22:05:25 +0000
Subject: [PATCH 233/792] Bump pyrefly from 0.46.1 to 0.46.2

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.46.1 to 0.46.2.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.46.1...0.46.2)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.46.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 05ff66ae..5a89d0b9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "pre-commit==4.5.1",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.46.1",
+    "pyrefly==0.46.2",
     "pyright==1.1.407",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 9706a96907bb1f0d8bf532523afb0cc44eee6392 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Dec 2025 22:06:13 +0000
Subject: [PATCH 234/792] Bump ty from 0.0.7 to 0.0.8

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.7 to 0.0.8.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.7...0.0.8)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.8
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 05ff66ae..fb83d618 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.7",
+    "ty==0.0.8",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 605189ccde65de5442e6633525975c4563a3d88d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 31 Dec 2025 22:05:57 +0000
Subject: [PATCH 235/792] Bump pyrefly from 0.46.2 to 0.46.3

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.46.2 to 0.46.3.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.46.2...0.46.3)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.46.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ed491675..e27865ce 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "pre-commit==4.5.1",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.46.2",
+    "pyrefly==0.46.3",
     "pyright==1.1.407",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From f00fda4ccd0abeee8b27426508cd5139a9237220 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 1 Jan 2026 22:06:17 +0000
Subject: [PATCH 236/792] Bump actionlint-py from 1.7.9.24 to 1.7.10.24

Bumps [actionlint-py](https://github.com/Mateusz-Grzelinski/actionlint-py) from 1.7.9.24 to 1.7.10.24.
- [Commits](https://github.com/Mateusz-Grzelinski/actionlint-py/compare/v1.7.9.24...v1.7.10.24)

---
updated-dependencies:
- dependency-name: actionlint-py
  dependency-version: 1.7.10.24
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e27865ce..584bcb9b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,7 +37,7 @@ dependencies = [
     "vws-python==2025.3.10.1",
 ]
 optional-dependencies.dev = [
-    "actionlint-py==1.7.9.24",
+    "actionlint-py==1.7.10.24",
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",

From 7cba794399542aa23d530cc1a768a4c0a924bc50 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 2 Jan 2026 07:34:04 +0000
Subject: [PATCH 237/792] Switch from pre-commit to prek (#1833)

---
 .github/workflows/lint.yml   | 6 +++---
 .pre-commit-config.yaml      | 2 +-
 docs/source/contributing.rst | 8 ++++----
 pyproject.toml               | 2 +-
 4 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 86fd82a7..3086bacd 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -41,9 +41,9 @@ jobs:
 
       - name: Lint
         run: |
-          uv run --extra=dev pre-commit run --all-files --hook-stage pre-commit --verbose
-          uv run --extra=dev pre-commit run --all-files --hook-stage pre-push --verbose
-          uv run --extra=dev pre-commit run --all-files --hook-stage manual --verbose
+          uv run --extra=dev prek run --all-files --hook-stage pre-commit --verbose
+          uv run --extra=dev prek run --all-files --hook-stage pre-push --verbose
+          uv run --extra=dev prek run --all-files --hook-stage manual --verbose
         env:
           UV_PYTHON: ${{ matrix.python-version }}
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b449e60e..535281ca 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -43,7 +43,7 @@ ci:
 
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
-default_install_hook_types: [pre-commit, pre-push, commit-msg]
+default_install_hook_types: [pre-commit, pre-push]
 
 repos:
   - repo: meta
diff --git a/docs/source/contributing.rst b/docs/source/contributing.rst
index 0e531220..ee4b19a7 100644
--- a/docs/source/contributing.rst
+++ b/docs/source/contributing.rst
@@ -31,7 +31,7 @@ Install ``pre-commit`` hooks:
 
 .. code-block:: console
 
-   $ pre-commit install
+   $ prek install
 
 Linting
 -------
@@ -40,9 +40,9 @@ Run lint tools either by committing, or with:
 
 .. code-block:: console
 
-   $ pre-commit run --all-files --hook-stage pre-commit --verbose
-   $ pre-commit run --all-files --hook-stage pre-push --verbose
-   $ pre-commit run --all-files --hook-stage manual --verbose
+   $ prek run --all-files --hook-stage pre-commit --verbose
+   $ prek run --all-files --hook-stage pre-push --verbose
+   $ prek run --all-files --hook-stage manual --verbose
 
 .. _Homebrew: https://brew.sh
 
diff --git a/pyproject.toml b/pyproject.toml
index 584bcb9b..2f612b06 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2025.4.3",
-    "pre-commit==4.5.1",
+    "prek==0.2.25",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.46.3",

From 172b31f5bb4fc92c72e0b1720c1f97926691b389 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 3 Jan 2026 07:37:39 +0000
Subject: [PATCH 238/792] Make prettier more compatible with yamlfix

---
 .prettierrc | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.prettierrc b/.prettierrc
index 3ab9aa05..cbaad29a 100644
--- a/.prettierrc
+++ b/.prettierrc
@@ -3,7 +3,8 @@
     {
       "files": ["*.yaml", "*.yml"],
       "options": {
-        "singleQuote": true
+        "singleQuote": true,
+        "printWidth": 100"
       }
     }
   ]

From 615af44aff6b288098226954c92295334ab80cd2 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 3 Jan 2026 07:47:13 +0000
Subject: [PATCH 239/792] Fix prettier config

---
 .prettierrc | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.prettierrc b/.prettierrc
index cbaad29a..4a36aae8 100644
--- a/.prettierrc
+++ b/.prettierrc
@@ -4,7 +4,7 @@
       "files": ["*.yaml", "*.yml"],
       "options": {
         "singleQuote": true,
-        "printWidth": 100"
+        "printWidth": 100
       }
     }
   ]

From 27a3f239c839b904ec2b4fd4e02c9268a9543b63 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 3 Jan 2026 08:14:35 +0000
Subject: [PATCH 240/792] Make zizmor collection strict

---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 535281ca..c1384de2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -372,7 +372,7 @@ repos:
 
       - id: zizmor
         name: zizmor
-        entry: uv run --extra=dev zizmor .github
+        entry: uv run --extra=dev zizmor --strict-collection .github
         language: python
         pass_filenames: false
         types_or: [yaml]

From 4cded4cdf0ec50f986b53eaf6bcb0ed885d18f78 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 3 Jan 2026 08:55:41 +0000
Subject: [PATCH 241/792] Fix zizmor warning in release workflow (#1836)

---
 .github/workflows/release.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8eb65a76..51a9e393 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,5 +1,4 @@
 ---
-
 name: Release
 
 on: workflow_dispatch
@@ -59,8 +58,8 @@ jobs:
         uses: jacobtomlinson/gha-find-replace@v3
         with:
           find: "Next\n----"
-          replace: "Next\n----\n\n${{ steps.calver.outputs.release }}\n${{ steps.changelog_underline.outputs.underline\
-            \ }}"
+          replace: |-
+            Next\n----\n\n${{ steps.calver.outputs.release }}\n${{ steps.changelog_underline.outputs.underline }}\n
           include: CHANGELOG.rst
           regex: false
 

From 3377ebf952fff10e39253c3dc0df49c5c3504beb Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 3 Jan 2026 09:15:52 +0000
Subject: [PATCH 242/792] Fix block scalar newline interpretation in release
 workflow (#1837)

* Fix block scalar newline interpretation in release workflow

* [pre-commit.ci lite] apply automatic fixes

---------

Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 .github/workflows/release.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 51a9e393..47637ff3 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -58,8 +58,8 @@ jobs:
         uses: jacobtomlinson/gha-find-replace@v3
         with:
           find: "Next\n----"
-          replace: |-
-            Next\n----\n\n${{ steps.calver.outputs.release }}\n${{ steps.changelog_underline.outputs.underline }}\n
+          replace: "Next\n----\n\n${{ steps.calver.outputs.release }}\n${{ steps.changelog_underline.outputs.underline\
+            \ }}\n"
           include: CHANGELOG.rst
           regex: false
 

From d265909a0fc48cbdee77fb84da80a66721b2e25b Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 3 Jan 2026 09:39:00 +0000
Subject: [PATCH 243/792] Use literal block scalar for changelog replace string
 (#1838)

---
 .github/workflows/release.yml | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 47637ff3..436df8f9 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -58,8 +58,12 @@ jobs:
         uses: jacobtomlinson/gha-find-replace@v3
         with:
           find: "Next\n----"
-          replace: "Next\n----\n\n${{ steps.calver.outputs.release }}\n${{ steps.changelog_underline.outputs.underline\
-            \ }}\n"
+          replace: |
+            Next
+            ----
+
+            ${{ steps.calver.outputs.release }}
+            ${{ steps.changelog_underline.outputs.underline }}
           include: CHANGELOG.rst
           regex: false
 

From e84b5d478ef0eefd1a2a3a616336e4d0cc31e53a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 5 Jan 2026 22:07:50 +0000
Subject: [PATCH 244/792] Bump ty from 0.0.8 to 0.0.9

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.8 to 0.0.9.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.8...0.0.9)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.9
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2f612b06..103cb50a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.8",
+    "ty==0.0.9",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From c857a6eaee0a1c42f113555b26af88d3a8a36ab3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 5 Jan 2026 22:08:12 +0000
Subject: [PATCH 245/792] Bump doccmd from 2025.12.13 to 2026.1.3.2

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2025.12.13 to 2026.1.3.2.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2025.12.13...2026.01.03.2)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.3.2
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2f612b06..18decb1c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2025.12.13",
+    "doccmd==2026.1.3.2",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",

From d19403a26de9311559b76ed1737c44a932944723 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 5 Jan 2026 22:08:24 +0000
Subject: [PATCH 246/792] Bump pyrefly from 0.46.3 to 0.47.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.46.3 to 0.47.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.46.3...0.47.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.47.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2f612b06..f2950cac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "prek==0.2.25",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.46.3",
+    "pyrefly==0.47.0",
     "pyright==1.1.407",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From a01c9f79845e577bb94bfa50f98bebb75221ffaf Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 6 Jan 2026 22:08:02 +0000
Subject: [PATCH 247/792] Bump zizmor from 1.19.0 to 1.20.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.19.0 to 1.20.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.19.0...v1.20.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.20.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3ff759ef..8ecc1a06 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.19.0",
+    "zizmor==1.20.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 5b2d6233fd325c79618b3a0ed6f63fd6fea6b077 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 7 Jan 2026 18:49:58 +0000
Subject: [PATCH 248/792] Bump prek from 0.2.25 to 0.2.27

Bumps [prek](https://github.com/j178/prek) from 0.2.25 to 0.2.27.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.2.25...v0.2.27)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.2.27
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8ecc1a06..019b3020 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2025.4.3",
-    "prek==0.2.25",
+    "prek==0.2.27",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.47.0",

From 2fda4de4d4f30d958a4d3eed1b52672a8e19ac24 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 8 Jan 2026 00:58:17 +0000
Subject: [PATCH 249/792] Bump ty from 0.0.9 to 0.0.10

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.9 to 0.0.10.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.9...0.0.10)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.10
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 019b3020..146e8c95 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.9",
+    "ty==0.0.10",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From eadfdbf207cacd40d1d9ec925ad9d05d39e168f0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 8 Jan 2026 22:31:40 +0000
Subject: [PATCH 250/792] Bump ruff from 0.14.10 to 0.14.11

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.10 to 0.14.11.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.10...0.14.11)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.11
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 146e8c95..cf8a2c8a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.8.3",
-    "ruff==0.14.10",
+    "ruff==0.14.11",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 073ab953b36de4302082e2b8545b7ed291230f7f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 8 Jan 2026 22:31:55 +0000
Subject: [PATCH 251/792] Bump pyright from 1.1.407 to 1.1.408

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.407 to 1.1.408.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.407...v1.1.408)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.408
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 146e8c95..1ab2a9b2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.47.0",
-    "pyright==1.1.407",
+    "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",
     "pytest-cov==7.0.0",

From c30902d82536331888698103d2b57d7a0445f82c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 8 Jan 2026 22:36:07 +0000
Subject: [PATCH 252/792] Bump pytest-regressions from 2.8.3 to 2.9.0

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.8.3 to 2.9.0.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.8.3...v2.9.0)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.9.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 00f39ff0..cffd9799 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyroma==5.0.1",
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
-    "pytest-regressions==2.8.3",
+    "pytest-regressions==2.9.0",
     "ruff==0.14.11",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From a47e0ab62959b916c3a4aad2792fc505a34a33b9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 9 Jan 2026 22:31:48 +0000
Subject: [PATCH 253/792] Bump pytest-regressions from 2.9.0 to 2.9.1

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.9.0 to 2.9.1.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.9.0...v2.9.1)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.9.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1041572b..edae99d3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyroma==5.0.1",
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
-    "pytest-regressions==2.9.0",
+    "pytest-regressions==2.9.1",
     "ruff==0.14.11",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From e7e0705253a7158b276c2d81af2af51ad5862c52 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 9 Jan 2026 22:32:17 +0000
Subject: [PATCH 254/792] Bump ty from 0.0.10 to 0.0.11

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.10 to 0.0.11.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.10...0.0.11)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.11
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1041572b..a16cf342 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2025.12.15",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.10",
+    "ty==0.0.11",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 13046c5d248d9883580b565f0a670ad6166fdd5d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 Jan 2026 02:47:17 +0000
Subject: [PATCH 255/792] Bump doccmd from 2026.1.3.2 to 2026.1.12

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.3.2 to 2026.1.12.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.03.2...2026.01.12)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.12
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c08409ce..993d580e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.3.2",
+    "doccmd==2026.1.12",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",

From b780961fa8ecd3b6777626bf6e567edc99336191 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 Jan 2026 02:47:31 +0000
Subject: [PATCH 256/792] Bump mypy-strict-kwargs from 2025.4.3 to 2026.1.12

Bumps [mypy-strict-kwargs](https://github.com/adamtheturtle/mypy-strict-kwargs) from 2025.4.3 to 2026.1.12.
- [Release notes](https://github.com/adamtheturtle/mypy-strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/mypy-strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/mypy-strict-kwargs/compare/2025.04.03...2026.01.12)

---
updated-dependencies:
- dependency-name: mypy-strict-kwargs
  dependency-version: 2026.1.12
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c08409ce..e16c2374 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
-    "mypy-strict-kwargs==2025.4.3",
+    "mypy-strict-kwargs==2026.1.12",
     "prek==0.2.27",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",

From 2205b67ad2b04afa5f12b455ab3075644ec48c1f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 Jan 2026 02:47:39 +0000
Subject: [PATCH 257/792] Bump sphinx-substitution-extensions from 2025.12.15
 to 2026.1.12

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2025.12.15 to 2026.1.12.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2025.12.15...2026.01.12)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2026.1.12
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c08409ce..f389d6fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -70,7 +70,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2025.12.21.14",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2025.12.15",
+    "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
     "ty==0.0.11",
     "types-pyyaml==6.0.12.20250915",

From 216d67384a127ea1f0e752713984d8a47a056a47 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 Jan 2026 02:47:55 +0000
Subject: [PATCH 258/792] Bump pyrefly from 0.47.0 to 0.48.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.47.0 to 0.48.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.47.0...0.48.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.48.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c08409ce..60968b48 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "prek==0.2.27",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.47.0",
+    "pyrefly==0.48.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 6cc6f0b5f3650ec97a96aee1c99bff6f260fe4c3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 Jan 2026 22:24:15 +0000
Subject: [PATCH 259/792] Bump prek from 0.2.27 to 0.2.28

Bumps [prek](https://github.com/j178/prek) from 0.2.27 to 0.2.28.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.2.27...v0.2.28)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.2.28
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7c49936..4ba30fa2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.2.27",
+    "prek==0.2.28",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.48.0",

From 270574855709f1fd3dc55151787a83b81d18d95e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 15 Jan 2026 22:23:27 +0000
Subject: [PATCH 260/792] Bump ruff from 0.14.11 to 0.14.13

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.11 to 0.14.13.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.11...0.14.13)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4ba30fa2..abb33b96 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.9.1",
-    "ruff==0.14.11",
+    "ruff==0.14.13",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ac899c0ab85e616702fc25f0244d89a532d9852a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 15 Jan 2026 22:23:49 +0000
Subject: [PATCH 261/792] Bump pyrefly from 0.48.0 to 0.48.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.48.0 to 0.48.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/commits)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.48.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4ba30fa2..7c1156ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "prek==0.2.28",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.48.0",
+    "pyrefly==0.48.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From b83db85e883e9d394cb630521b64957a79ef3254 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 15 Jan 2026 22:24:07 +0000
Subject: [PATCH 262/792] Bump ty from 0.0.11 to 0.0.12

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.11 to 0.0.12.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.11...0.0.12)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.12
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4ba30fa2..67369c20 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.11",
+    "ty==0.0.12",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 485cfc72e33863453571707ab9b4e2477b0e00a8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 16 Jan 2026 22:23:12 +0000
Subject: [PATCH 263/792] Bump prek from 0.2.28 to 0.2.29

Bumps [prek](https://github.com/j178/prek) from 0.2.28 to 0.2.29.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.2.28...v0.2.29)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.2.29
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 32eba557..d87baa11 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.2.28",
+    "prek==0.2.29",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.48.1",

From 50bbcc795d68ad51c2faa67c83039c6b9ba5cc86 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 16 Jan 2026 22:23:29 +0000
Subject: [PATCH 264/792] Bump zizmor from 1.20.0 to 1.21.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.20.0 to 1.21.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.20.0...v1.21.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.21.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 32eba557..50016a19 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.20.0",
+    "zizmor==1.21.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 57f962ae1ec33d27dbc16ebc189a760db572d6b4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 19 Jan 2026 23:10:58 +0000
Subject: [PATCH 265/792] Bump pyrefly from 0.48.1 to 0.48.2

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.48.1 to 0.48.2.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.48.1...0.48.2)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.48.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cf35830..5f229e9d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "prek==0.2.29",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.48.1",
+    "pyrefly==0.48.2",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 7b35c7b6847905b3a4f8524bfad702eb4de0d6e3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 19 Jan 2026 23:11:04 +0000
Subject: [PATCH 266/792] Bump doccmd from 2026.1.12 to 2026.1.18

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.12 to 2026.1.18.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.12...2026.01.18)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.18
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cf35830..bfaf3cac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.12",
+    "doccmd==2026.1.18",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",

From 97d1fc2e499f99e00af75525379f607b8fb9d360 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 19 Jan 2026 23:11:27 +0000
Subject: [PATCH 267/792] Bump prek from 0.2.29 to 0.2.30

Bumps [prek](https://github.com/j178/prek) from 0.2.29 to 0.2.30.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.2.29...v0.2.30)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.2.30
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cf35830..8feac7fb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.2.29",
+    "prek==0.2.30",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.48.1",

From 09927932585a346caad1942cd2c41a5769a1f740 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 19 Jan 2026 23:11:46 +0000
Subject: [PATCH 268/792] Bump sphinx from 9.0.4 to 9.1.0

Bumps [sphinx](https://github.com/sphinx-doc/sphinx) from 9.0.4 to 9.1.0.
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/master/CHANGES.rst)
- [Commits](https://github.com/sphinx-doc/sphinx/compare/v9.0.4...v9.1.0)

---
updated-dependencies:
- dependency-name: sphinx
  dependency-version: 9.1.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cf35830..4603f292 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,7 +64,7 @@ optional-dependencies.dev = [
     # use it to lint shell commands in GitHub workflow files.
     "shellcheck-py==0.11.0.1",
     "shfmt-py==3.12.0.2",
-    "sphinx==9.0.4",
+    "sphinx==9.1.0",
     "sphinx-click==6.2.0",
     "sphinx-copybutton==0.5.2",
     "sphinx-inline-tabs==2025.12.21.14",

From 2efa4cf8d0c78922d07ce5afeeb357b6903eaea2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 19 Jan 2026 23:11:52 +0000
Subject: [PATCH 269/792] Bump zizmor from 1.21.0 to 1.22.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.21.0 to 1.22.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.21.0...v1.22.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.22.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cf35830..e0c68b2e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.21.0",
+    "zizmor==1.22.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From b01f5f6f41ae34e6abb80a517f83b4b0df75a21c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 20 Jan 2026 22:23:48 +0000
Subject: [PATCH 270/792] Bump pyrefly from 0.48.2 to 0.49.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.48.2 to 0.49.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.48.2...0.49.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.49.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 42646b2a..ad3ed4a9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "prek==0.2.30",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.48.2",
+    "pyrefly==0.49.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 031c2380f591ca53ba0cd063017b9bd0ad647b84 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 21 Jan 2026 16:53:00 +0000
Subject: [PATCH 271/792] Add uv.lock file

- Remove uv.lock from .gitignore to track it in version control
- Add uv-lock pre-commit hook to validate lock file consistency
- Generate and commit uv.lock for reproducible builds
---
 .gitignore              |    2 -
 .pre-commit-config.yaml |   10 +
 uv.lock                 | 2534 +++++++++++++++++++++++++++++++++++++++
 3 files changed, 2544 insertions(+), 2 deletions(-)
 create mode 100644 uv.lock

diff --git a/.gitignore b/.gitignore
index 34c8a1e8..fbe9fde3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -109,5 +109,3 @@ src/*/_setuptools_scm_version.py
 # Ignore Mac DS_Store files
 .DS_Store
 **/.DS_Store
-
-uv.lock
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c1384de2..d88d6fe8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -40,6 +40,7 @@ ci:
     - zizmor
     - pyrefly
     - pyrefly-docs
+    - uv-lock
 
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
@@ -94,6 +95,15 @@ repos:
         stages: [pre-commit]
   - repo: local
     hooks:
+      - id: uv-lock
+        name: uv lock
+        entry: uv lock --locked
+        language: python
+        pass_filenames: false
+        files: (^pyproject\.toml$|^uv\.lock$)
+        additional_dependencies: [uv==0.9.5]
+        stages: [pre-commit]
+
       - id: actionlint
         name: actionlint
         entry: uv run --extra=dev actionlint
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 00000000..fe2cc389
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,2534 @@
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From 98088f007458b8442eb5d9e3f7818055f4dce238 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 21 Jan 2026 17:02:18 +0000
Subject: [PATCH 272/792] Bump urllib3 from 2.6.2 to 2.6.3

Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.2 to 2.6.3.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/2.6.2...2.6.3)

---
updated-dependencies:
- dependency-name: urllib3
  dependency-version: 2.6.3
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index fe2cc389..afa2c2c5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2286,11 +2286,11 @@ sdist = { url = "https://files.pythonhosted.org/packages/f7/46/e7cea8159199096e1
 
 [[package]]
 name = "urllib3"
-version = "2.6.2"
+version = "2.6.3"
 source = { registry = "https://pypi.org/simple" }
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 [[package]]

From e713e1fffa6f07413f9ffcf1717487de3e6f624c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 21 Jan 2026 17:02:30 +0000
Subject: [PATCH 273/792] Bump filelock from 3.20.1 to 3.20.3

Bumps [filelock](https://github.com/tox-dev/py-filelock) from 3.20.1 to 3.20.3.
- [Release notes](https://github.com/tox-dev/py-filelock/releases)
- [Changelog](https://github.com/tox-dev/filelock/blob/main/docs/changelog.rst)
- [Commits](https://github.com/tox-dev/py-filelock/compare/3.20.1...3.20.3)

---
updated-dependencies:
- dependency-name: filelock
  dependency-version: 3.20.3
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index fe2cc389..0ca48bb9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -419,11 +419,11 @@ wheels = [
 
 [[package]]
 name = "filelock"
-version = "3.20.1"
+version = "3.20.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a7/23/ce7a1126827cedeb958fc043d61745754464eb56c5937c35bbf2b8e26f34/filelock-3.20.1.tar.gz", hash = "sha256:b8360948b351b80f420878d8516519a2204b07aefcdcfd24912a5d33127f188c", size = 19476, upload-time = "2025-12-15T23:54:28.027Z" }
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 [[package]]

From a0212f2f9660ad83bd3f4b1e3bf5bf07567cf4e9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 21 Jan 2026 17:02:31 +0000
Subject: [PATCH 274/792] Bump werkzeug from 3.1.4 to 3.1.5

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.1.4 to 3.1.5.
- [Release notes](https://github.com/pallets/werkzeug/releases)
- [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/werkzeug/compare/3.1.4...3.1.5)

---
updated-dependencies:
- dependency-name: werkzeug
  dependency-version: 3.1.5
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index fe2cc389..4162fc68 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2472,14 +2472,14 @@ wheels = [
 
 [[package]]
 name = "werkzeug"
-version = "3.1.4"
+version = "3.1.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "markupsafe" },
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-sdist = { url = "https://files.pythonhosted.org/packages/45/ea/b0f8eeb287f8df9066e56e831c7824ac6bab645dd6c7a8f4b2d767944f9b/werkzeug-3.1.4.tar.gz", hash = "sha256:cd3cd98b1b92dc3b7b3995038826c68097dcb16f9baa63abe35f20eafeb9fe5e", size = 864687, upload-time = "2025-11-29T02:15:22.841Z" }
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 [[package]]

From a328a0fec4aa546629662b9a2c65d3690bd6a4ab Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 21 Jan 2026 22:23:38 +0000
Subject: [PATCH 275/792] Bump doccmd from 2026.1.18 to 2026.1.21.2

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.18 to 2026.1.21.2.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.18...2026.01.21.2)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.21.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ad3ed4a9..7386d014 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.18",
+    "doccmd==2026.1.21.2",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",

From 5d8df084bc9f33ad2f79f1a7190385efb59b7ba0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 21 Jan 2026 22:23:46 +0000
Subject: [PATCH 276/792] Bump ty from 0.0.12 to 0.0.13

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.12 to 0.0.13.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.12...0.0.13)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ad3ed4a9..88e24cf9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.12",
+    "ty==0.0.13",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From f1e149fbc1d7ebe602cc2c4ac32b7b81e57e5b4a Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 11:10:26 +0000
Subject: [PATCH 277/792] Add Nix flake support

---
 .gitignore              |  3 ++
 .pre-commit-config.yaml |  8 ++++++
 README.rst              |  7 +++++
 docs/source/install.rst | 25 +++++++++++++++++
 flake.lock              | 61 +++++++++++++++++++++++++++++++++++++++++
 flake.nix               | 37 +++++++++++++++++++++++++
 pyproject.toml          |  2 ++
 uv.lock                 | 51 +++++++++++++++++-----------------
 8 files changed, 168 insertions(+), 26 deletions(-)
 create mode 100644 flake.lock
 create mode 100644 flake.nix

diff --git a/.gitignore b/.gitignore
index fbe9fde3..2149e79f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -109,3 +109,6 @@ src/*/_setuptools_scm_version.py
 # Ignore Mac DS_Store files
 .DS_Store
 **/.DS_Store
+
+# Nix
+result
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d88d6fe8..554bfc5e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -16,6 +16,7 @@ ci:
     - linkcheck
     - mypy
     - mypy-docs
+    - nixfmt
     - pylint
     - pyproject-fmt-fix
     - pyright
@@ -414,3 +415,10 @@ repos:
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]
+
+      - id: nixfmt
+        name: nixfmt
+        entry: nixfmt
+        language: system
+        types_or: [nix]
+        stages: [pre-commit]
diff --git a/README.rst b/README.rst
index 228acc57..e47abea7 100644
--- a/README.rst
+++ b/README.rst
@@ -34,6 +34,13 @@ Requires `Homebrew`_.
 
 .. _Homebrew: https://docs.brew.sh/Installation
 
+With Nix
+^^^^^^^^
+
+.. code-block:: console
+
+   $ nix --extra-experimental-features 'nix-command flakes' develop github:VWS-Python/vws-cli
+
 Pre-built Linux binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^
 
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 1273db81..881694a2 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -22,6 +22,31 @@ Requires `Homebrew`_.
 
 .. _Homebrew: https://docs.brew.sh/Installation
 
+With Nix
+~~~~~~~~
+
+Install Nix_ and then use the development shell:
+
+.. code-block:: console
+
+   $ nix --extra-experimental-features 'nix-command flakes' develop github:VWS-Python/vws-cli
+
+Or, if you have flakes enabled permanently:
+
+.. code-block:: console
+
+   $ nix develop github:VWS-Python/vws-cli
+
+To use in another flake, add this repository as an input:
+
+.. code-block:: nix
+
+   {
+     inputs.vws-cli.url = "github:VWS-Python/vws-cli";
+   }
+
+.. _Nix: https://nixos.org
+
 Pre-built Linux (x86) binaries
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
diff --git a/flake.lock b/flake.lock
new file mode 100644
index 00000000..db686c56
--- /dev/null
+++ b/flake.lock
@@ -0,0 +1,61 @@
+{
+  "nodes": {
+    "flake-utils": {
+      "inputs": {
+        "systems": "systems"
+      },
+      "locked": {
+        "lastModified": 1731533236,
+        "narHash": "sha256-l0KFg5HjrsfsO/JpG+r7fRrqm12kzFHyUHqHCVpMMbI=",
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "rev": "11707dc2f618dd54ca8739b309ec4fc024de578b",
+        "type": "github"
+      },
+      "original": {
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "type": "github"
+      }
+    },
+    "nixpkgs": {
+      "locked": {
+        "lastModified": 1767313136,
+        "narHash": "sha256-16KkgfdYqjaeRGBaYsNrhPRRENs0qzkQVUooNHtoy2w=",
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "rev": "ac62194c3917d5f474c1a844b6fd6da2db95077d",
+        "type": "github"
+      },
+      "original": {
+        "owner": "NixOS",
+        "ref": "nixos-25.05",
+        "repo": "nixpkgs",
+        "type": "github"
+      }
+    },
+    "root": {
+      "inputs": {
+        "flake-utils": "flake-utils",
+        "nixpkgs": "nixpkgs"
+      }
+    },
+    "systems": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
+    }
+  },
+  "root": "root",
+  "version": 7
+}
diff --git a/flake.nix b/flake.nix
new file mode 100644
index 00000000..acd61e6b
--- /dev/null
+++ b/flake.nix
@@ -0,0 +1,37 @@
+{
+  inputs = {
+    nixpkgs.url = "github:NixOS/nixpkgs/nixos-25.05";
+    flake-utils.url = "github:numtide/flake-utils";
+  };
+
+  outputs =
+    {
+      nixpkgs,
+      flake-utils,
+      ...
+    }:
+    flake-utils.lib.eachDefaultSystem (
+      system:
+      let
+        pkgs = nixpkgs.legacyPackages.${system};
+        python = pkgs.python313;
+      in
+      {
+        devShells.default = pkgs.mkShell {
+          buildInputs = [
+            pkgs.actionlint
+            pkgs.enchant
+            pkgs.gh
+            pkgs.git
+            pkgs.jujutsu
+            pkgs.nixfmt
+            pkgs.nodejs_22
+            pkgs.uv
+            python
+          ];
+
+          shellHook = "";
+        };
+      }
+    );
+}
diff --git a/pyproject.toml b/pyproject.toml
index 999432f8..62694d4c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -290,6 +290,8 @@ ignore = [
     "bin/*",
     "src/*/_setuptools_scm_version.py",
     "zizmor.yml",
+    "flake.lock",
+    "flake.nix",
 ]
 
 [tool.deptry]
diff --git a/uv.lock b/uv.lock
index a8a31c48..365eac2b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -353,7 +353,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.1.18"
+version = "2026.1.21.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -365,9 +365,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/2b/50/3a1891081b2ae19426150733c803271c5272f20fa5a1a6c6d5f98e4df999/doccmd-2026.1.21.2-py2.py3-none-any.whl", hash = "sha256:4f40b4a7e564ffb962c03a29e4b456cded59a9e4079d227948a7236d14494ff1", size = 18110, upload-time = "2026-01-21T11:17:03.458Z" },
 ]
 
 [[package]]
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+    { url = "https://files.pythonhosted.org/packages/a0/cd/026d4e4af60a80918a8d73d2c42b8262dd43ab2fa7b28d9743004cb88d57/ty-0.0.13-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:d4917678b95dc8cb399cc459fab568ba8d5f0f33b7a94bf840d9733043c43f29", size = 10506453, upload-time = "2026-01-21T13:20:56.633Z" },
+    { url = "https://files.pythonhosted.org/packages/63/06/8932833a4eca2df49c997a29afb26721612de8078ae79074c8fe87e17516/ty-0.0.13-py3-none-win32.whl", hash = "sha256:c1f2ec40daa405508b053e5b8e440fbae5fdb85c69c9ab0ee078f8bc00eeec3d", size = 9433482, upload-time = "2026-01-21T13:20:58.717Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/fd/e8d972d1a69df25c2cecb20ea50e49ad5f27a06f55f1f5f399a563e71645/ty-0.0.13-py3-none-win_amd64.whl", hash = "sha256:8b7b1ab9f187affbceff89d51076038363b14113be29bda2ddfa17116de1d476", size = 10319156, upload-time = "2026-01-21T13:21:03.266Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/c2/05fdd64ac003a560d4fbd1faa7d9a31d75df8f901675e5bed1ee2ceeff87/ty-0.0.13-py3-none-win_arm64.whl", hash = "sha256:1c9630333497c77bb9bcabba42971b96ee1f36c601dd3dcac66b4134f9fa38f0", size = 9808316, upload-time = "2026-01-21T13:20:54.053Z" },
 ]
 
 [[package]]
@@ -2377,7 +2376,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.18" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.21.2" },
     { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
@@ -2407,7 +2406,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.12" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.13" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2025.3.10.1" },

From d00bcf055e0434df363a833929f7b3c77b40a51e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 11:52:50 +0000
Subject: [PATCH 278/792] Address PR comments and fix CI

- Add nixfmt to SKIP env var in lint workflow (Nix not installed in CI)
- Use substitution variables for GitHub owner/project in docs
- Expand README Nix section with more details like doccmd
---
 .github/workflows/lint.yml |  8 ++++----
 README.rst                 |  7 +++++++
 docs/source/install.rst    | 21 +++++++++++----------
 3 files changed, 22 insertions(+), 14 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 3086bacd..04af991d 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -1,5 +1,4 @@
 ---
-
 name: Lint
 
 on:
@@ -16,7 +15,6 @@ permissions: {}
 
 jobs:
   build:
-
     strategy:
       matrix:
         python-version: ['3.13']
@@ -25,7 +23,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v6  # We need our tags in order to calculate the version
+      - uses: actions/checkout@v6 # We need our tags in order to calculate the version
         # in the Sphinx setup.
 
         with:
@@ -46,6 +44,8 @@ jobs:
           uv run --extra=dev prek run --all-files --hook-stage manual --verbose
         env:
           UV_PYTHON: ${{ matrix.python-version }}
+          # nixfmt requires Nix to be installed
+          SKIP: nixfmt
 
       - uses: pre-commit-ci/lite-action@v1.1.0
         if: always()
@@ -53,7 +53,7 @@ jobs:
   completion-lint:
     needs: build
     runs-on: ubuntu-latest
-    if: always()  # Run even if one matrix job fails
+    if: always() # Run even if one matrix job fails
     steps:
       - name: Check matrix job status
         run: |-
diff --git a/README.rst b/README.rst
index e47abea7..cf2f0325 100644
--- a/README.rst
+++ b/README.rst
@@ -37,10 +37,17 @@ Requires `Homebrew`_.
 With Nix
 ^^^^^^^^
 
+Requires `Nix`_.
+
 .. code-block:: console
 
    $ nix --extra-experimental-features 'nix-command flakes' develop github:VWS-Python/vws-cli
 
+To avoid passing ``--extra-experimental-features`` every time, `enable flakes`_ permanently.
+
+.. _Nix: https://nixos.org/download/
+.. _enable flakes: https://wiki.nixos.org/wiki/Flakes#Enabling_flakes_permanently
+
 Pre-built Linux binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^
 
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 881694a2..3446fbfe 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -25,28 +25,29 @@ Requires `Homebrew`_.
 With Nix
 ~~~~~~~~
 
-Install Nix_ and then use the development shell:
+Requires Nix_.
+
+.. skip doccmd[shellcheck]: next
 
 .. code-block:: console
+   :substitutions:
 
-   $ nix --extra-experimental-features 'nix-command flakes' develop github:VWS-Python/vws-cli
+   $ nix --extra-experimental-features 'nix-command flakes' develop "github:|github-owner|/|github-repository|"
 
-Or, if you have flakes enabled permanently:
+To avoid passing ``--extra-experimental-features`` every time, `enable flakes`_ permanently.
 
-.. code-block:: console
+.. _Nix: https://nixos.org/download/
+.. _enable flakes: https://wiki.nixos.org/wiki/Flakes#Enabling_flakes_permanently
 
-   $ nix develop github:VWS-Python/vws-cli
-
-To use in another flake, add this repository as an input:
+Or add to your flake inputs:
 
 .. code-block:: nix
+   :substitutions:
 
    {
-     inputs.vws-cli.url = "github:VWS-Python/vws-cli";
+     inputs.vws-cli.url = "github:|github-owner|/|github-repository|";
    }
 
-.. _Nix: https://nixos.org
-
 Pre-built Linux (x86) binaries
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 

From c510fffddc0f4a61620c39e05af62f087b6c7652 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 11:54:11 +0000
Subject: [PATCH 279/792] Use nixfmt from remote repo instead of system

Match doccmd pattern: use https://github.com/NixOS/nixfmt repo hook
with stages: [manual] instead of a local system hook. This removes
the need for SKIP in CI.
---
 .github/workflows/lint.yml |  2 --
 .pre-commit-config.yaml    | 15 +++++++--------
 2 files changed, 7 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 04af991d..2447e244 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -44,8 +44,6 @@ jobs:
           uv run --extra=dev prek run --all-files --hook-stage manual --verbose
         env:
           UV_PYTHON: ${{ matrix.python-version }}
-          # nixfmt requires Nix to be installed
-          SKIP: nixfmt
 
       - uses: pre-commit-ci/lite-action@v1.1.0
         if: always()
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 554bfc5e..618a139b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -48,6 +48,11 @@ ci:
 default_install_hook_types: [pre-commit, pre-push]
 
 repos:
+  - repo: https://github.com/NixOS/nixfmt
+    rev: v1.2.0
+    hooks:
+      - id: nixfmt
+        stages: [manual]
   - repo: meta
     hooks:
       - id: check-useless-excludes
@@ -134,7 +139,8 @@ repos:
 
       - id: shellcheck-docs
         name: shellcheck-docs
-        entry: uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
+        entry:
+          uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
           --command="shellcheck --shell=bash"
         language: python
         types_or: [markdown, rst]
@@ -415,10 +421,3 @@ repos:
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]
-
-      - id: nixfmt
-        name: nixfmt
-        entry: nixfmt
-        language: system
-        types_or: [nix]
-        stages: [pre-commit]

From e9d2254f525cf26fd1448407c7c3ae5014509472 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 11:56:23 +0000
Subject: [PATCH 280/792] Read Python version from .python-version file in
 flake

Match doccmd pattern: read Python version dynamically from
.python-version file instead of hardcoding it.
---
 .gitignore      | 2 +-
 .python-version | 1 +
 flake.nix       | 6 +++++-
 pyproject.toml  | 1 +
 4 files changed, 8 insertions(+), 2 deletions(-)
 create mode 100644 .python-version

diff --git a/.gitignore b/.gitignore
index 2149e79f..77483685 100644
--- a/.gitignore
+++ b/.gitignore
@@ -73,7 +73,7 @@ target/
 .ipynb_checkpoints
 
 # pyenv
-.python-version
+# .python-version is tracked for Nix flake
 
 # celery beat schedule file
 celerybeat-schedule
diff --git a/.python-version b/.python-version
new file mode 100644
index 00000000..24ee5b1b
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.13
diff --git a/flake.nix b/flake.nix
index acd61e6b..ad4ca9b1 100644
--- a/flake.nix
+++ b/flake.nix
@@ -14,7 +14,11 @@
       system:
       let
         pkgs = nixpkgs.legacyPackages.${system};
-        python = pkgs.python313;
+        # Get Python version from .python-version file and map to nixpkgs attribute
+        pythonVersionFile = builtins.readFile ./.python-version;
+        pythonVersion = builtins.replaceStrings [ "." "\n" ] [ "" "" ] pythonVersionFile;
+        pythonAttr = "python${pythonVersion}";
+        python = pkgs.${pythonAttr};
       in
       {
         devShells.default = pkgs.mkShell {
diff --git a/pyproject.toml b/pyproject.toml
index 62694d4c..47d965bc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -292,6 +292,7 @@ ignore = [
     "zizmor.yml",
     "flake.lock",
     "flake.nix",
+    ".python-version",
 ]
 
 [tool.deptry]

From 92cd3828fcd042d5d1d410c57d9d78ea19f46a30 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:08:55 +0000
Subject: [PATCH 281/792] Match doccmd flake structure with full packaging

- Add pyproject-nix, uv2nix, pyproject-build-systems inputs
- Build actual Nix packages from pyproject.toml
- Add apps output for vws and vuforia-cloud-reco
- Add smoke test check
- Dev shell now uses proper virtual environment with all deps
---
 flake.lock |  94 ++++++++++++++++++++---------
 flake.nix  | 171 +++++++++++++++++++++++++++++++++++++++++++----------
 2 files changed, 207 insertions(+), 58 deletions(-)

diff --git a/flake.lock b/flake.lock
index db686c56..48ff2c41 100644
--- a/flake.lock
+++ b/flake.lock
@@ -1,57 +1,95 @@
 {
   "nodes": {
-    "flake-utils": {
+    "nixpkgs": {
+      "locked": {
+        "lastModified": 1768886240,
+        "narHash": "sha256-C2TjvwYZ2VDxYWeqvvJ5XPPp6U7H66zeJlRaErJKoEM=",
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "rev": "80e4adbcf8992d3fd27ad4964fbb84907f9478b0",
+        "type": "github"
+      },
+      "original": {
+        "owner": "NixOS",
+        "ref": "nixos-unstable",
+        "repo": "nixpkgs",
+        "type": "github"
+      }
+    },
+    "pyproject-build-systems": {
       "inputs": {
-        "systems": "systems"
+        "nixpkgs": [
+          "nixpkgs"
+        ],
+        "pyproject-nix": [
+          "pyproject-nix"
+        ],
+        "uv2nix": [
+          "uv2nix"
+        ]
       },
       "locked": {
-        "lastModified": 1731533236,
-        "narHash": "sha256-l0KFg5HjrsfsO/JpG+r7fRrqm12kzFHyUHqHCVpMMbI=",
-        "owner": "numtide",
-        "repo": "flake-utils",
-        "rev": "11707dc2f618dd54ca8739b309ec4fc024de578b",
+        "lastModified": 1763662255,
+        "narHash": "sha256-4bocaOyLa3AfiS8KrWjZQYu+IAta05u3gYZzZ6zXbT0=",
+        "owner": "pyproject-nix",
+        "repo": "build-system-pkgs",
+        "rev": "042904167604c681a090c07eb6967b4dd4dae88c",
         "type": "github"
       },
       "original": {
-        "owner": "numtide",
-        "repo": "flake-utils",
+        "owner": "pyproject-nix",
+        "repo": "build-system-pkgs",
         "type": "github"
       }
     },
-    "nixpkgs": {
+    "pyproject-nix": {
+      "inputs": {
+        "nixpkgs": [
+          "nixpkgs"
+        ]
+      },
       "locked": {
-        "lastModified": 1767313136,
-        "narHash": "sha256-16KkgfdYqjaeRGBaYsNrhPRRENs0qzkQVUooNHtoy2w=",
-        "owner": "NixOS",
-        "repo": "nixpkgs",
-        "rev": "ac62194c3917d5f474c1a844b6fd6da2db95077d",
+        "lastModified": 1768984832,
+        "narHash": "sha256-Q/5ICDALWlG+MbfLoghvXb3K9S0jqGt0mj8Y8RN+60k=",
+        "owner": "pyproject-nix",
+        "repo": "pyproject.nix",
+        "rev": "c372512cad744dbdeb65dba864376a0a5ab339a7",
         "type": "github"
       },
       "original": {
-        "owner": "NixOS",
-        "ref": "nixos-25.05",
-        "repo": "nixpkgs",
+        "owner": "pyproject-nix",
+        "repo": "pyproject.nix",
         "type": "github"
       }
     },
     "root": {
       "inputs": {
-        "flake-utils": "flake-utils",
-        "nixpkgs": "nixpkgs"
+        "nixpkgs": "nixpkgs",
+        "pyproject-build-systems": "pyproject-build-systems",
+        "pyproject-nix": "pyproject-nix",
+        "uv2nix": "uv2nix"
       }
     },
-    "systems": {
+    "uv2nix": {
+      "inputs": {
+        "nixpkgs": [
+          "nixpkgs"
+        ],
+        "pyproject-nix": [
+          "pyproject-nix"
+        ]
+      },
       "locked": {
-        "lastModified": 1681028828,
-        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
-        "owner": "nix-systems",
-        "repo": "default",
-        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "lastModified": 1768526251,
+        "narHash": "sha256-uT0ICn7tknFtdOP7zhkgOkusq38EcttqUCS5Ho7nIvc=",
+        "owner": "pyproject-nix",
+        "repo": "uv2nix",
+        "rev": "1b8f4d4c874f909de24639142c1141c84119b0f0",
         "type": "github"
       },
       "original": {
-        "owner": "nix-systems",
-        "repo": "default",
+        "owner": "pyproject-nix",
+        "repo": "uv2nix",
         "type": "github"
       }
     }
diff --git a/flake.nix b/flake.nix
index ad4ca9b1..51d20bde 100644
--- a/flake.nix
+++ b/flake.nix
@@ -1,41 +1,152 @@
 {
+  description = "A CLI for the Vuforia Web Services (VWS) API";
+
   inputs = {
-    nixpkgs.url = "github:NixOS/nixpkgs/nixos-25.05";
-    flake-utils.url = "github:numtide/flake-utils";
+    nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable";
+
+    pyproject-nix = {
+      url = "github:pyproject-nix/pyproject.nix";
+      inputs.nixpkgs.follows = "nixpkgs";
+    };
+
+    uv2nix = {
+      url = "github:pyproject-nix/uv2nix";
+      inputs.pyproject-nix.follows = "pyproject-nix";
+      inputs.nixpkgs.follows = "nixpkgs";
+    };
+
+    pyproject-build-systems = {
+      url = "github:pyproject-nix/build-system-pkgs";
+      inputs.pyproject-nix.follows = "pyproject-nix";
+      inputs.uv2nix.follows = "uv2nix";
+      inputs.nixpkgs.follows = "nixpkgs";
+    };
   };
 
   outputs =
     {
+      self,
       nixpkgs,
-      flake-utils,
+      pyproject-nix,
+      uv2nix,
+      pyproject-build-systems,
       ...
     }:
-    flake-utils.lib.eachDefaultSystem (
-      system:
-      let
-        pkgs = nixpkgs.legacyPackages.${system};
-        # Get Python version from .python-version file and map to nixpkgs attribute
-        pythonVersionFile = builtins.readFile ./.python-version;
-        pythonVersion = builtins.replaceStrings [ "." "\n" ] [ "" "" ] pythonVersionFile;
-        pythonAttr = "python${pythonVersion}";
-        python = pkgs.${pythonAttr};
-      in
-      {
-        devShells.default = pkgs.mkShell {
-          buildInputs = [
-            pkgs.actionlint
-            pkgs.enchant
-            pkgs.gh
-            pkgs.git
-            pkgs.jujutsu
-            pkgs.nixfmt
-            pkgs.nodejs_22
-            pkgs.uv
-            python
-          ];
-
-          shellHook = "";
+    let
+      inherit (nixpkgs) lib;
+      forAllSystems = lib.genAttrs lib.systems.flakeExposed;
+
+      workspace = uv2nix.lib.workspace.loadWorkspace { workspaceRoot = ./.; };
+
+      overlay = workspace.mkPyprojectOverlay {
+        sourcePreference = "wheel";
+      };
+
+      # Read version from VERSION file, fall back to commit hash for dev builds
+      version =
+        let
+          versionFile = ./VERSION;
+        in
+        if builtins.pathExists versionFile then
+          lib.strings.trim (builtins.readFile versionFile)
+        else
+          "0.0.0+${self.shortRev or self.dirtyShortRev or "unknown"}";
+
+      # Override vws-cli to set the version
+      vwsCliOverlay = final: prev: {
+        vws-cli = prev.vws-cli.overrideAttrs (old: {
+          env = (old.env or { }) // {
+            SETUPTOOLS_SCM_PRETEND_VERSION = version;
+          };
+        });
+      };
+
+      pythonSets = forAllSystems (
+        system:
+        let
+          pkgs = nixpkgs.legacyPackages.${system};
+          # Get Python version from .python-version file and map to nixpkgs attribute
+          pythonVersionFile = builtins.readFile ./.python-version;
+          pythonVersion = builtins.replaceStrings [ "." "\n" ] [ "" "" ] pythonVersionFile;
+          pythonAttr = "python${pythonVersion}";
+          python = pkgs.${pythonAttr};
+        in
+        (pkgs.callPackage pyproject-nix.build.packages {
+          inherit python;
+        }).overrideScope
+          (
+            lib.composeManyExtensions [
+              pyproject-build-systems.overlays.wheel
+              overlay
+              vwsCliOverlay
+            ]
+          )
+      );
+
+    in
+    {
+      packages = forAllSystems (
+        system:
+        let
+          pythonSet = pythonSets.${system};
+          virtualenv = pythonSet.mkVirtualEnv "vws-cli-env" workspace.deps.default;
+        in
+        {
+          default = virtualenv;
+          vws-cli = virtualenv;
+        }
+      );
+
+      apps = forAllSystems (system: {
+        default = {
+          type = "app";
+          program = "${self.packages.${system}.default}/bin/vws";
         };
-      }
-    );
+        vws = {
+          type = "app";
+          program = "${self.packages.${system}.default}/bin/vws";
+        };
+        vuforia-cloud-reco = {
+          type = "app";
+          program = "${self.packages.${system}.default}/bin/vuforia-cloud-reco";
+        };
+      });
+
+      devShells = forAllSystems (
+        system:
+        let
+          pkgs = nixpkgs.legacyPackages.${system};
+          pythonSet = pythonSets.${system};
+          virtualenv = pythonSet.mkVirtualEnv "vws-cli-dev-env" workspace.deps.all;
+        in
+        {
+          default = pkgs.mkShell {
+            packages = [
+              virtualenv
+              pkgs.uv
+            ];
+            env = {
+              UV_NO_SYNC = "1";
+              UV_PYTHON = pythonSet.python.interpreter;
+              UV_PYTHON_DOWNLOADS = "never";
+            };
+            shellHook = ''
+              unset PYTHONPATH
+            '';
+          };
+        }
+      );
+
+      checks = forAllSystems (
+        system:
+        let
+          pkgs = nixpkgs.legacyPackages.${system};
+        in
+        {
+          vws-cli-smoke = pkgs.runCommand "vws-cli-smoke-test" { } ''
+            ${self.packages.${system}.default}/bin/vws --help > $out
+          '';
+        }
+      );
+    };
 }

From abf2c8e0dfa833e50246db333da88df15cd730c3 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:11:00 +0000
Subject: [PATCH 282/792] Undo unnecessary formatting changes

---
 .github/workflows/lint.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 2447e244..3086bacd 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -1,4 +1,5 @@
 ---
+
 name: Lint
 
 on:
@@ -15,6 +16,7 @@ permissions: {}
 
 jobs:
   build:
+
     strategy:
       matrix:
         python-version: ['3.13']
@@ -23,7 +25,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v6 # We need our tags in order to calculate the version
+      - uses: actions/checkout@v6  # We need our tags in order to calculate the version
         # in the Sphinx setup.
 
         with:
@@ -51,7 +53,7 @@ jobs:
   completion-lint:
     needs: build
     runs-on: ubuntu-latest
-    if: always() # Run even if one matrix job fails
+    if: always()  # Run even if one matrix job fails
     steps:
       - name: Check matrix job status
         run: |-

From fb4deb868c7814da2c1e0344dc33b0d2d1ab75eb Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:12:24 +0000
Subject: [PATCH 283/792] Hardcode Python version in flake like doccmd

Remove .python-version file and dynamic reading - doccmd hardcodes
python312, we hardcode python313.
---
 .gitignore      | 2 +-
 .python-version | 1 -
 flake.nix       | 6 +-----
 pyproject.toml  | 1 -
 4 files changed, 2 insertions(+), 8 deletions(-)
 delete mode 100644 .python-version

diff --git a/.gitignore b/.gitignore
index 77483685..2149e79f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -73,7 +73,7 @@ target/
 .ipynb_checkpoints
 
 # pyenv
-# .python-version is tracked for Nix flake
+.python-version
 
 # celery beat schedule file
 celerybeat-schedule
diff --git a/.python-version b/.python-version
deleted file mode 100644
index 24ee5b1b..00000000
--- a/.python-version
+++ /dev/null
@@ -1 +0,0 @@
-3.13
diff --git a/flake.nix b/flake.nix
index 51d20bde..3cfbb748 100644
--- a/flake.nix
+++ b/flake.nix
@@ -65,11 +65,7 @@
         system:
         let
           pkgs = nixpkgs.legacyPackages.${system};
-          # Get Python version from .python-version file and map to nixpkgs attribute
-          pythonVersionFile = builtins.readFile ./.python-version;
-          pythonVersion = builtins.replaceStrings [ "." "\n" ] [ "" "" ] pythonVersionFile;
-          pythonAttr = "python${pythonVersion}";
-          python = pkgs.${pythonAttr};
+          python = pkgs.python313;
         in
         (pkgs.callPackage pyproject-nix.build.packages {
           inherit python;
diff --git a/pyproject.toml b/pyproject.toml
index 47d965bc..62694d4c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -292,7 +292,6 @@ ignore = [
     "zizmor.yml",
     "flake.lock",
     "flake.nix",
-    ".python-version",
 ]
 
 [tool.deptry]

From 668c57de6eb852499776db0b36597841f126b80e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:14:06 +0000
Subject: [PATCH 284/792] Remove unnecessary shellcheck skip marker

---
 docs/source/install.rst | 2 --
 1 file changed, 2 deletions(-)

diff --git a/docs/source/install.rst b/docs/source/install.rst
index 3446fbfe..2cb46ff1 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -27,8 +27,6 @@ With Nix
 
 Requires Nix_.
 
-.. skip doccmd[shellcheck]: next
-
 .. code-block:: console
    :substitutions:
 

From 14b3a5bd997207f17182153713dfad4df3e795fa Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Thu, 22 Jan 2026 12:15:35 +0000
Subject: [PATCH 285/792] [pre-commit.ci lite] apply automatic fixes

---
 .pre-commit-config.yaml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 618a139b..25056677 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -139,8 +139,7 @@ repos:
 
       - id: shellcheck-docs
         name: shellcheck-docs
-        entry:
-          uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
+        entry: uv run --extra=dev doccmd --language=shell --language=console --skip-marker=shellcheck
           --command="shellcheck --shell=bash"
         language: python
         types_or: [markdown, rst]

From 722132a37425c09a37433fbcc59b05d85cc9e189 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:19:51 +0000
Subject: [PATCH 286/792] Expand Nix section in README

---
 README.rst | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index cf2f0325..d8580d15 100644
--- a/README.rst
+++ b/README.rst
@@ -41,13 +41,21 @@ Requires `Nix`_.
 
 .. code-block:: console
 
-   $ nix --extra-experimental-features 'nix-command flakes' develop github:VWS-Python/vws-cli
+   $ nix --extra-experimental-features 'nix-command flakes' run "github:VWS-Python/vws-cli" -- --help
 
 To avoid passing ``--extra-experimental-features`` every time, `enable flakes`_ permanently.
 
 .. _Nix: https://nixos.org/download/
 .. _enable flakes: https://wiki.nixos.org/wiki/Flakes#Enabling_flakes_permanently
 
+Or add to your flake inputs:
+
+.. code-block:: nix
+
+   {
+     inputs.vws-cli.url = "github:VWS-Python/vws-cli";
+   }
+
 Pre-built Linux binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^
 

From 1b7bbb0df55f5438910b8e29b2ed2898f0013982 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:20:50 +0000
Subject: [PATCH 287/792] Update uv.lock

---
 uv.lock | 809 +++++++++++++++++++++++++++++---------------------------
 1 file changed, 421 insertions(+), 388 deletions(-)

diff --git a/uv.lock b/uv.lock
index a8a31c48..bc68e14a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -40,11 +40,11 @@ wheels = [
 
 [[package]]
 name = "astroid"
-version = "4.0.2"
+version = "4.0.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b7/22/97df040e15d964e592d3a180598ace67e91b7c559d8298bdb3c949dc6e42/astroid-4.0.2.tar.gz", hash = "sha256:ac8fb7ca1c08eb9afec91ccc23edbd8ac73bb22cbdd7da1d488d9fb8d6579070", size = 405714, upload-time = "2025-11-09T21:21:18.373Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a1/ca/c17d0f83016532a1ad87d1de96837164c99d47a3b6bbba28bd597c25b37a/astroid-4.0.3.tar.gz", hash = "sha256:08d1de40d251cc3dc4a7a12726721d475ac189e4e583d596ece7422bc176bda3", size = 406224, upload-time = "2026-01-03T22:14:26.096Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/93/ac/a85b4bfb4cf53221513e27f33cc37ad158fce02ac291d18bee6b49ab477d/astroid-4.0.2-py3-none-any.whl", hash = "sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b", size = 276354, upload-time = "2025-11-09T21:21:16.54Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/66/686ac4fc6ef48f5bacde625adac698f41d5316a9753c2b20bb0931c9d4e2/astroid-4.0.3-py3-none-any.whl", hash = "sha256:864a0a34af1bd70e1049ba1e61cee843a7252c826d97825fcee9b2fcbd9e1b14", size = 276443, upload-time = "2026-01-03T22:14:24.412Z" },
 ]
 
 [[package]]
@@ -98,25 +98,25 @@ wheels = [
 
 [[package]]
 name = "build"
-version = "1.3.0"
+version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "os_name == 'nt'" },
     { name = "packaging" },
     { name = "pyproject-hooks" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/25/1c/23e33405a7c9eac261dff640926b8b5adaed6a6eb3e1767d441ed611d0c0/build-1.3.0.tar.gz", hash = "sha256:698edd0ea270bde950f53aed21f3a0135672206f3911e0176261a31e0e07b397", size = 48544, upload-time = "2025-08-01T21:27:09.268Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/42/18/94eaffda7b329535d91f00fe605ab1f1e5cd68b2074d03f255c7d250687d/build-1.4.0.tar.gz", hash = "sha256:f1b91b925aa322be454f8330c6fb48b465da993d1e7e7e6fa35027ec49f3c936", size = 50054, upload-time = "2026-01-08T16:41:47.696Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cb/8c/2b30c12155ad8de0cf641d76a8b396a16d2c36bc6d50b621a62b7c4567c1/build-1.3.0-py3-none-any.whl", hash = "sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4", size = 23382, upload-time = "2025-08-01T21:27:07.844Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl", hash = "sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596", size = 24141, upload-time = "2026-01-08T16:41:46.453Z" },
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a2/8c/58f469717fa48465e4a50c014a0400602d3c437d7c0c468e17ada824da3a/certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316", size = 160538, upload-time = "2025-11-12T02:54:51.517Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e0/2d/a891ca51311197f6ad14a7ef42e2399f36cf2f9bd44752b3dc4eab60fdc5/certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120", size = 154268, upload-time = "2026-01-04T02:42:41.825Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/70/7d/9bc192684cea499815ff478dfcdc13835ddf401365057044fb721ec6bddb/certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b", size = 159438, upload-time = "2025-11-12T02:54:49.735Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c", size = 152900, upload-time = "2026-01-04T02:42:40.15Z" },
 ]
 
 [[package]]
@@ -237,63 +237,85 @@ wheels = [
 
 [[package]]
 name = "coverage"
-version = "7.13.0"
-source = { registry = "https://pypi.org/simple" }
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-version = "0.21.0"
+version = "0.21.1"
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@@ -2234,9 +2267,9 @@ dependencies = [
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@@ -2377,7 +2410,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.18" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.21.2" },
     { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
@@ -2407,7 +2440,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.12" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.13" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
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From a2cfdf0b1b439a8ca16450ee82e1dcb257e11c69 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:22:27 +0000
Subject: [PATCH 288/792] Add uv to dependabot configuration

---
 .github/dependabot.yml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index a2e64179..20080dca 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -11,3 +11,8 @@ updates:
     directory: /
     schedule:
       interval: daily
+  - package-ecosystem: uv
+    directory: /
+    schedule:
+      interval: daily
+    open-pull-requests-limit: 10

From 701d066ab5e028ef09f76aa15d4280cc36b73287 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Thu, 22 Jan 2026 12:24:49 +0000
Subject: [PATCH 289/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 51 +++++++++++++++++++++++++--------------------------
 1 file changed, 25 insertions(+), 26 deletions(-)

diff --git a/uv.lock b/uv.lock
index a8a31c48..365eac2b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -353,7 +353,7 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2377,7 +2376,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.18" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.21.2" },
     { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
@@ -2407,7 +2406,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.12" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.13" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2025.3.10.1" },

From 251b42e9aad07090cbb3f181d21fd48aeb1c8e67 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 12:29:49 +0000
Subject: [PATCH 290/792] Add VERSION file for Nix flake support

---
 .github/workflows/release.yml | 9 +++++++--
 VERSION                       | 1 +
 2 files changed, 8 insertions(+), 2 deletions(-)
 create mode 100644 VERSION

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 436df8f9..8078009a 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -73,11 +73,16 @@ jobs:
             echo "Error: No files were modified when updating changelog"
             exit 1
           fi
+
+      - name: Update VERSION file for Nix flake
+        run: |
+          echo "${{ steps.calver.outputs.release }}" > VERSION
+
       - uses: stefanzweifel/git-auto-commit-action@v7
         id: commit
         with:
-          commit_message: Bump CHANGELOG
-          file_pattern: CHANGELOG.rst
+          commit_message: Bump CHANGELOG and VERSION
+          file_pattern: CHANGELOG.rst VERSION
           # Error if there are no changes.
           skip_dirty_check: true
 
diff --git a/VERSION b/VERSION
new file mode 100644
index 00000000..a7d6d5f2
--- /dev/null
+++ b/VERSION
@@ -0,0 +1 @@
+2025.03.10

From 730fae8149a3d1041c5f5882addcca68e9d40fa8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 22 Jan 2026 12:33:54 +0000
Subject: [PATCH 291/792] Bump prek from 0.2.30 to 0.3.0

Bumps [prek](https://github.com/j178/prek) from 0.2.30 to 0.3.0.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.2.30...v0.3.0)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 999432f8..e45bc6d8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.2.30",
+    "prek==0.3.0",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.49.0",

From 225807807027eb12c90a5b9deb2e1d930fd9ab45 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 22 Jan 2026 12:34:27 +0000
Subject: [PATCH 292/792] Bump prek from 0.2.30 to 0.3.0

Bumps [prek](https://github.com/j178/prek) from 0.2.30 to 0.3.0.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.2.30...v0.3.0)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 999432f8..e45bc6d8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.2.30",
+    "prek==0.3.0",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.49.0",
diff --git a/uv.lock b/uv.lock
index bc68e14a..f56233ed 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1211,26 +1211,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.2.30"
+version = "0.3.0"
 source = { registry = "https://pypi.org/simple" }
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 ]
 
 [[package]]
@@ -2418,7 +2418,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.2.30" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.11.1" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.49.0" },

From 3fd534fe790c46d72fdb6360830c0e1d7c0d7bcc Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Thu, 22 Jan 2026 12:36:09 +0000
Subject: [PATCH 293/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 08484c48..3aea6e66 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.01.22
+----------
+
+
 2025.03.10
 ----------
 
diff --git a/VERSION b/VERSION
index a7d6d5f2..4ee7c979 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2025.03.10
+2026.01.22

From 863b851320a80eebd2c7e4544f0f6e61b02e8244 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 14:07:59 +0000
Subject: [PATCH 294/792] Add Docker support

- Add Dockerfile that installs vws-cli from PyPI
- Add Docker build and push steps to release workflow (ghcr.io)
- Add hadolint pre-commit hook for Dockerfile linting
- Add Docker installation instructions to README and docs
- Document Docker image as release outcome
---
 .github/workflows/release.yml   | 26 ++++++++++++++++++++++++++
 .pre-commit-config.yaml         |  9 +++++++++
 Dockerfile                      | 12 ++++++++++++
 README.rst                      | 13 +++++++++++++
 docs/source/install.rst         | 13 +++++++++++++
 docs/source/release-process.rst |  1 +
 pyproject.toml                  |  1 +
 spelling_private_dict.txt       |  1 +
 uv.lock                         | 13 +++++++++++++
 9 files changed, 89 insertions(+)
 create mode 100644 Dockerfile

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8078009a..b563e32a 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -18,6 +18,8 @@ jobs:
       id-token: write
       # This is needed for https://github.com/stefanzweifel/git-auto-commit-action.
       contents: write
+      # This is needed for pushing Docker images to ghcr.io.
+      packages: write
 
     steps:
       - uses: actions/checkout@v6
@@ -225,3 +227,27 @@ jobs:
           makeLatest: true
           name: Release ${{ steps.tag_version.outputs.new_tag }}
           body: ${{ steps.tag_version.outputs.changelog }}
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Log in to GitHub Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v6
+        with:
+          context: .
+          push: true
+          tags: |
+            ghcr.io/vws-python/vws-cli:${{ steps.calver.outputs.release }}
+            ghcr.io/vws-python/vws-cli:latest
+          labels: |-
+            org.opencontainers.image.source=https://github.com/VWS-Python/vws-cli
+            org.opencontainers.image.description=CLI for Vuforia Web Services
+            org.opencontainers.image.licenses=MIT
+            org.opencontainers.image.version=${{ steps.calver.outputs.release }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 25056677..d5fc07cd 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -6,6 +6,7 @@ fail_fast: true
 ci:
   skip:
     - actionlint
+    - hadolint
     - check-manifest
     - deptry
     - doc8
@@ -119,6 +120,14 @@ repos:
         additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
+      - id: hadolint
+        name: hadolint
+        entry: uv run --extra=dev hadolint
+        language: python
+        files: Dockerfile
+        additional_dependencies: [uv==0.9.5]
+        stages: [pre-commit]
+
       - id: docformatter
         name: docformatter
         entry: uv run --extra=dev -m docformatter --in-place
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..820e4ec5
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.13-slim
+
+LABEL org.opencontainers.image.source="https://github.com/VWS-Python/vws-cli"
+LABEL org.opencontainers.image.description="CLI for Vuforia Web Services"
+LABEL org.opencontainers.image.licenses="MIT"
+
+# Install the package from PyPI
+# hadolint ignore=DL3013
+RUN pip install --no-cache-dir vws-cli
+
+# Set up entrypoint - users can override with vuforia-cloud-reco
+ENTRYPOINT ["vws"]
diff --git a/README.rst b/README.rst
index d8580d15..e88f1ee7 100644
--- a/README.rst
+++ b/README.rst
@@ -56,6 +56,19 @@ Or add to your flake inputs:
      inputs.vws-cli.url = "github:VWS-Python/vws-cli";
    }
 
+With Docker
+^^^^^^^^^^^
+
+.. code-block:: console
+
+   $ docker run --rm ghcr.io/vws-python/vws-cli --help
+
+To use ``vuforia-cloud-reco``:
+
+.. code-block:: console
+
+   $ docker run --rm --entrypoint vuforia-cloud-reco ghcr.io/vws-python/vws-cli --help
+
 Pre-built Linux binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^
 
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 2cb46ff1..9ed3d512 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -46,6 +46,19 @@ Or add to your flake inputs:
      inputs.vws-cli.url = "github:|github-owner|/|github-repository|";
    }
 
+With Docker
+~~~~~~~~~~~
+
+.. code-block:: console
+
+   $ docker run --rm ghcr.io/vws-python/vws-cli --help
+
+To use ``vuforia-cloud-reco``:
+
+.. code-block:: console
+
+   $ docker run --rm --entrypoint vuforia-cloud-reco ghcr.io/vws-python/vws-cli --help
+
 Pre-built Linux (x86) binaries
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
diff --git a/docs/source/release-process.rst b/docs/source/release-process.rst
index bfeb5899..29c8d079 100644
--- a/docs/source/release-process.rst
+++ b/docs/source/release-process.rst
@@ -7,6 +7,7 @@ Outcomes
 * A new ``git`` tag available to install.
 * A new package on PyPI.
 * A new Homebrew recipe available to install.
+* A new Docker image on GitHub Container Registry.
 
 Perform a Release
 ~~~~~~~~~~~~~~~~~
diff --git a/pyproject.toml b/pyproject.toml
index 62694d4c..153ea32c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,6 +45,7 @@ optional-dependencies.dev = [
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",
+    "hadolint-bin==2.14.0",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
diff --git a/spelling_private_dict.txt b/spelling_private_dict.txt
index 066a3619..68afec36 100644
--- a/spelling_private_dict.txt
+++ b/spelling_private_dict.txt
@@ -7,6 +7,7 @@ cli
 dockerfile
 dockerfiles
 dulwich
+entrypoint
 gzip
 homebrew
 linter
diff --git a/uv.lock b/uv.lock
index bc68e14a..053da62e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -502,6 +502,17 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f4/b2/50e9b292b5cac13e9e81272c7171301abc753a60460d21505b606e15cf21/furo-2025.12.19-py3-none-any.whl", hash = "sha256:bb0ead5309f9500130665a26bee87693c41ce4dbdff864dbfb6b0dae4673d24f", size = 339262, upload-time = "2025-12-19T17:34:38.905Z" },
 ]
 
+[[package]]
+name = "hadolint-bin"
+version = "2.14.0"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e0/e9/e0bd73b241d672d3ce6b95d5afd711b7190262146007f426fceb313851b4/hadolint_bin-2.14.0-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:25c57c9c0f287c580179de5c9279165b8bf5190a302b354baf277d067aed074f", size = 4728151, upload-time = "2025-10-12T03:02:17.243Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/58/02b3cd41b29b37d406988267dae0a548b1123ee2744971f8a776a573258e/hadolint_bin-2.14.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:ea4a07c134b8047ad88561318b61606b57c7ee4fe5e07c6fed344e96b782d6f5", size = 20990522, upload-time = "2025-10-12T03:02:18.792Z" },
+    { url = "https://files.pythonhosted.org/packages/65/0c/16cd3266516966ad93b670709b84968d56c0cf87be8648d64fff1d353fbf/hadolint_bin-2.14.0-py3-none-manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:b257fa0773636e7a4c52c5b8861b7f0a57725ce3c748d4879557f4b8a08178c8", size = 12841415, upload-time = "2025-10-12T03:02:20.646Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/b6/c383d0a95dbf110c20a4c050accce88b747dbe36759dc2ceb76fb2c5fc3f/hadolint_bin-2.14.0-py3-none-manylinux2014_x86_64.musllinux_1_1_x86_64.whl", hash = "sha256:cc65ee5fb9c700dc246a54c8fc5434bb3092da40c194e6561fde8ed0e6a77941", size = 11940448, upload-time = "2025-10-12T03:02:22.59Z" },
+]
+
 [[package]]
 name = "homebrew-pypi-poet"
 version = "0.10.0"
@@ -2364,6 +2375,7 @@ dev = [
     { name = "docformatter" },
     { name = "freezegun" },
     { name = "furo" },
+    { name = "hadolint-bin" },
     { name = "interrogate" },
     { name = "mypy", extra = ["faster-cache"] },
     { name = "mypy-strict-kwargs" },
@@ -2414,6 +2426,7 @@ requires-dist = [
     { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
+    { name = "hadolint-bin", marker = "extra == 'dev'", specifier = "==2.14.0" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },

From 2820f5554bc302a51efc9db31357dd3e9a6dc204 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 14:31:50 +0000
Subject: [PATCH 295/792] Address PR review comments

- Use uv instead of pip in Dockerfile for faster installs
- Pin vws-cli version via build arg to ensure image version matches package
- Pass VWS_CLI_VERSION build arg from release workflow
- Remove duplicate labels from workflow (already defined in Dockerfile)
---
 .github/workflows/release.yml |  9 +++------
 Dockerfile                    | 10 +++++++---
 2 files changed, 10 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b563e32a..e5557e86 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -243,11 +243,8 @@ jobs:
         with:
           context: .
           push: true
-          tags: |
+          build-args: |
+            VWS_CLI_VERSION=${{ steps.calver.outputs.release }}
+          tags: |-
             ghcr.io/vws-python/vws-cli:${{ steps.calver.outputs.release }}
             ghcr.io/vws-python/vws-cli:latest
-          labels: |-
-            org.opencontainers.image.source=https://github.com/VWS-Python/vws-cli
-            org.opencontainers.image.description=CLI for Vuforia Web Services
-            org.opencontainers.image.licenses=MIT
-            org.opencontainers.image.version=${{ steps.calver.outputs.release }}
diff --git a/Dockerfile b/Dockerfile
index 820e4ec5..26598c49 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,9 +4,13 @@ LABEL org.opencontainers.image.source="https://github.com/VWS-Python/vws-cli"
 LABEL org.opencontainers.image.description="CLI for Vuforia Web Services"
 LABEL org.opencontainers.image.licenses="MIT"
 
-# Install the package from PyPI
-# hadolint ignore=DL3013
-RUN pip install --no-cache-dir vws-cli
+ARG VWS_CLI_VERSION
+
+# Install uv
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
+
+# Install the package from PyPI with pinned version
+RUN uv pip install --system --no-cache "vws-cli==${VWS_CLI_VERSION}"
 
 # Set up entrypoint - users can override with vuforia-cloud-reco
 ENTRYPOINT ["vws"]

From 8166c6dc3e83100fbf3e1301161d4b0f6f2fa903 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 14:34:10 +0000
Subject: [PATCH 296/792] Exclude hadolint-bin on Windows (no wheels available)

---
 pyproject.toml | 2 +-
 uv.lock        | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 153ea32c..7ba6c506 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ optional-dependencies.dev = [
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",
-    "hadolint-bin==2.14.0",
+    "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
diff --git a/uv.lock b/uv.lock
index 053da62e..3f25804c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2375,7 +2375,7 @@ dev = [
     { name = "docformatter" },
     { name = "freezegun" },
     { name = "furo" },
-    { name = "hadolint-bin" },
+    { name = "hadolint-bin", marker = "sys_platform != 'win32'" },
     { name = "interrogate" },
     { name = "mypy", extra = ["faster-cache"] },
     { name = "mypy-strict-kwargs" },
@@ -2426,7 +2426,7 @@ requires-dist = [
     { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
-    { name = "hadolint-bin", marker = "extra == 'dev'", specifier = "==2.14.0" },
+    { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },

From 27f03e3a9fa1265428e7c0299c585e31f1ea7103 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 14:35:23 +0000
Subject: [PATCH 297/792] Use substitution variables for Docker image in docs

Quote the image name to avoid shellcheck warnings about pipe characters.
---
 docs/source/conf.py     | 1 +
 docs/source/install.rst | 6 ++++--
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/docs/source/conf.py b/docs/source/conf.py
index 04db1028..c1c049f2 100755
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -122,4 +122,5 @@
 .. |minimum-python-version| replace:: {minimum_python_version}
 .. |github-owner| replace:: VWS-Python
 .. |github-repository| replace:: vws-cli
+.. |docker-image| replace:: ghcr.io/vws-python/vws-cli
 """
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 9ed3d512..894d5314 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -50,14 +50,16 @@ With Docker
 ~~~~~~~~~~~
 
 .. code-block:: console
+   :substitutions:
 
-   $ docker run --rm ghcr.io/vws-python/vws-cli --help
+   $ docker run --rm "|docker-image|" --help
 
 To use ``vuforia-cloud-reco``:
 
 .. code-block:: console
+   :substitutions:
 
-   $ docker run --rm --entrypoint vuforia-cloud-reco ghcr.io/vws-python/vws-cli --help
+   $ docker run --rm --entrypoint vuforia-cloud-reco "|docker-image|" --help
 
 Pre-built Linux (x86) binaries
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

From c4b370bfebd0ae75e17737b85398e9dfef68c538 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 14:36:29 +0000
Subject: [PATCH 298/792] Quote Docker image name in README for consistency

---
 README.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.rst b/README.rst
index e88f1ee7..91b3bd14 100644
--- a/README.rst
+++ b/README.rst
@@ -61,13 +61,13 @@ With Docker
 
 .. code-block:: console
 
-   $ docker run --rm ghcr.io/vws-python/vws-cli --help
+   $ docker run --rm "ghcr.io/vws-python/vws-cli" --help
 
 To use ``vuforia-cloud-reco``:
 
 .. code-block:: console
 
-   $ docker run --rm --entrypoint vuforia-cloud-reco ghcr.io/vws-python/vws-cli --help
+   $ docker run --rm --entrypoint vuforia-cloud-reco "ghcr.io/vws-python/vws-cli" --help
 
 Pre-built Linux binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^

From ec91152b6a4db4423f25d2cb725c44a97a55b6a1 Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Thu, 22 Jan 2026 16:29:36 +0000
Subject: [PATCH 299/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 3aea6e66..a09f5e48 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.01.22.1
+------------
+
+
 2026.01.22
 ----------
 
diff --git a/VERSION b/VERSION
index 4ee7c979..8ac070c8 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.01.22
+2026.01.22.1

From 4f738dc36f881f78032a5fc69a0ecf54cedf3aff Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 16:33:59 +0000
Subject: [PATCH 300/792] Remove unnecessary Homebrew class name fix step

The poet tool now generates 'class VwsCli' directly, so the
find-replace from 'class VWSCLI' to 'class VwsCli' no longer matches
and causes the release workflow to fail.
---
 .github/workflows/release.yml | 15 ---------------
 1 file changed, 15 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e5557e86..b0d24467 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -161,21 +161,6 @@ jobs:
             echo "Error: No files were modified when updating Homebrew description"
             exit 1
           fi
-      - name: Fix Homebrew class name
-        id: fix_homebrew_class_name
-        uses: jacobtomlinson/gha-find-replace@v3
-        with:
-          find: class VWSCLI
-          replace: class VwsCli
-          include: ${{ steps.set-homebrew-filename.outputs.filename }}
-          regex: false
-
-      - name: Check Fix Homebrew class name was modified
-        run: |
-          if [ "${{ steps.fix_homebrew_class_name.outputs.modifiedFiles }}" = "0" ]; then
-            echo "Error: No files were modified when fixing Homebrew class name"
-            exit 1
-          fi
       - name: Push Homebrew Recipe
         uses: dmnemec/copy_file_to_another_repo_action@main
         env:

From 31f97300a31c699ba228ffc15dbf80ef8cbdf4ce Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Thu, 22 Jan 2026 16:36:37 +0000
Subject: [PATCH 301/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index a09f5e48..bc59ffff 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.01.22.2
+------------
+
+
 2026.01.22.1
 ------------
 
diff --git a/VERSION b/VERSION
index 8ac070c8..c21c7b7c 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.01.22.1
+2026.01.22.2

From ab6f56f5934d24ac0f874b3852360c9a3af824af Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 16:45:08 +0000
Subject: [PATCH 302/792] Build Docker image for multiple platforms (amd64 and
 arm64)

---
 .github/workflows/release.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b0d24467..4028dc89 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -228,6 +228,7 @@ jobs:
         with:
           context: .
           push: true
+          platforms: linux/amd64,linux/arm64
           build-args: |
             VWS_CLI_VERSION=${{ steps.calver.outputs.release }}
           tags: |-

From 88c8ddda5aec9df32099785ae843176126246388 Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Thu, 22 Jan 2026 16:48:21 +0000
Subject: [PATCH 303/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index bc59ffff..e8256116 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.01.22.3
+------------
+
+
 2026.01.22.2
 ------------
 
diff --git a/VERSION b/VERSION
index c21c7b7c..59b89fd8 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.01.22.2
+2026.01.22.3

From 0e49a98d723de030e64a377917e8f63434c45823 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 22 Jan 2026 17:58:30 +0000
Subject: [PATCH 304/792] Use bash shell for Lint step to ensure early failure
 (#1879)

* Use bash shell for Lint step to ensure early failure

PowerShell does not fail on intermediate command failures by default.
By using bash shell, we ensure that any failing command causes the
step to fail immediately.

* Skip hadolint on Windows

hadolint is not available on Windows.
---
 .github/workflows/lint.yml | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 3086bacd..31607d18 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -1,5 +1,4 @@
 ---
-
 name: Lint
 
 on:
@@ -16,7 +15,6 @@ permissions: {}
 
 jobs:
   build:
-
     strategy:
       matrix:
         python-version: ['3.13']
@@ -40,12 +38,17 @@ jobs:
           cache-dependency-glob: '**/pyproject.toml'
 
       - name: Lint
+        # Use bash to ensure the step fails if any command fails.
+        # PowerShell does not fail on intermediate command failures by default.
+        shell: bash
         run: |
           uv run --extra=dev prek run --all-files --hook-stage pre-commit --verbose
           uv run --extra=dev prek run --all-files --hook-stage pre-push --verbose
           uv run --extra=dev prek run --all-files --hook-stage manual --verbose
         env:
           UV_PYTHON: ${{ matrix.python-version }}
+          # hadolint is not available on Windows.
+          SKIP: ${{ runner.os == 'Windows' && 'hadolint' || '' }}
 
       - uses: pre-commit-ci/lite-action@v1.1.0
         if: always()

From c3ae0eb6e598882c327c173001dde58ea319207f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 22 Jan 2026 22:23:36 +0000
Subject: [PATCH 305/792] Bump doccmd from 2026.1.21.2 to 2026.1.22.1

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.21.2 to 2026.1.22.1.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.21.2...2026.01.22.1)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.22.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index be4c1480..57f1d14f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.21.2",
+    "doccmd==2026.1.22.1",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",

From a7f74ce9c627b3c6a54a188d152ed92dad45340d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 23 Jan 2026 13:49:26 +0000
Subject: [PATCH 306/792] Add retry logic for Docker build and push

---
 .github/workflows/release.yml | 27 +++++++++++++++++----------
 1 file changed, 17 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 4028dc89..78ee477d 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -223,14 +223,21 @@ jobs:
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
+      # We have a race condition.
+      # In particular, we push to PyPI and then the Docker build
+      # fetches packages from PyPI inside the container.
+      # The Docker build may hit a different CDN node than the previous
+      # check, so we retry.
       - name: Build and push Docker image
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          push: true
-          platforms: linux/amd64,linux/arm64
-          build-args: |
-            VWS_CLI_VERSION=${{ steps.calver.outputs.release }}
-          tags: |-
-            ghcr.io/vws-python/vws-cli:${{ steps.calver.outputs.release }}
-            ghcr.io/vws-python/vws-cli:latest
+        uses: nick-fields/retry@v3
+        with:
+          timeout_minutes: 10
+          max_attempts: 5
+          command: |
+            docker buildx build \
+              --push \
+              --platform linux/amd64,linux/arm64 \
+              --build-arg VWS_CLI_VERSION=${{ steps.calver.outputs.release }} \
+              --tag ghcr.io/vws-python/vws-cli:${{ steps.calver.outputs.release }} \
+              --tag ghcr.io/vws-python/vws-cli:latest \
+              .

From a4aebc48c98db977462254591f3f6c399741de51 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Fri, 23 Jan 2026 13:51:05 +0000
Subject: [PATCH 307/792] [pre-commit.ci lite] apply automatic fixes

---
 .github/workflows/release.yml |  2 +-
 uv.lock                       | 14 +++++++-------
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 78ee477d..cc8d6020 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -233,7 +233,7 @@ jobs:
         with:
           timeout_minutes: 10
           max_attempts: 5
-          command: |
+          command: |-
             docker buildx build \
               --push \
               --platform linux/amd64,linux/arm64 \
diff --git a/uv.lock b/uv.lock
index 527b62f6..020c5af4 100644
--- a/uv.lock
+++ b/uv.lock
@@ -375,7 +375,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.1.21.2"
+version = "2026.1.22.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -387,9 +387,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/92/7f/0c356517189964617e9c06715c0c65632e6c5fb84652a400de75886808ef/doccmd-2026.1.22.1.tar.gz", hash = "sha256:ccaf49763a976feab424b8a3cdde8d7349f11994623c6d241a188666eeb2dbc0", size = 178859, upload-time = "2026-01-22T17:04:31.828Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/aa/98/6c34237ed7629bcbb09dfc4fe7548804278ba22ad2007df9d2fb35c38a88/doccmd-2026.1.22.1-py2.py3-none-any.whl", hash = "sha256:27039d1ca229e56ce1d48a6cd7f4111db6d642d291c49d84258184e75800994a", size = 18195, upload-time = "2026-01-22T17:04:30.34Z" },
 ]
 
 [[package]]
@@ -2045,16 +2045,16 @@ wheels = [
 
 [[package]]
 name = "sybil-extras"
-version = "2026.1.13"
+version = "2026.1.22"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
     { name = "markdown-it-py" },
     { name = "sybil" },
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+sdist = { url = "https://files.pythonhosted.org/packages/b0/7b/972027f1594400d9671c3b26eb38ef41fefe114efda1579f99240a063072/sybil_extras-2026.1.22.tar.gz", hash = "sha256:d063567d694946ad1e093dd96a6c512bf80d04f46e9a747080dcb043c2128c5d", size = 74720, upload-time = "2026-01-22T12:46:24.191Z" }
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+    { url = "https://files.pythonhosted.org/packages/9f/df/c62aad2dabb3d47c7ce020f8bc93eb664346127722bc4138f261febea828/sybil_extras-2026.1.22-py2.py3-none-any.whl", hash = "sha256:6d2688495bd071230460d0a91e1ce1e84a2f800501c9e6fbde3d7f2825a3bca1", size = 57624, upload-time = "2026-01-22T12:46:22.76Z" },
 ]
 
 [[package]]
@@ -2422,7 +2422,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.21.2" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.22.1" },
     { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },

From 4ca76ab78efc00b6aeb89d9d9160db88429e9f74 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 23 Jan 2026 22:23:40 +0000
Subject: [PATCH 308/792] Bump ruff from 0.14.13 to 0.14.14

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.13 to 0.14.14.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.13...0.14.14)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.14
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 57f1d14f..89ff03b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.9.1",
-    "ruff==0.14.13",
+    "ruff==0.14.14",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ad395890b24c3d318d3ad8ab63fd3e5618df4a4e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 23 Jan 2026 22:24:04 +0000
Subject: [PATCH 309/792] Bump doccmd from 2026.1.22.1 to 2026.1.23.4

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.22.1 to 2026.1.23.4.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.22.1...2026.01.23.4)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.23.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 57f1d14f..10908415 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.22.1",
+    "doccmd==2026.1.23.4",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",

From a0df51624e55e5d384b1dfd78c2e3d7492c48e51 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 23 Jan 2026 22:27:21 +0000
Subject: [PATCH 310/792] Bump ruff from 0.14.13 to 0.14.14

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.13 to 0.14.14.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.13...0.14.14)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.14
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 46 +++++++++++++++++++++++-----------------------
 2 files changed, 24 insertions(+), 24 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 57f1d14f..89ff03b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.9.1",
-    "ruff==0.14.13",
+    "ruff==0.14.14",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 020c5af4..fa4f316a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1725,28 +1725,28 @@ wheels = [
 
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+    { url = "https://files.pythonhosted.org/packages/5b/06/06ef271459f778323112c51b7587ce85230785cd64e91772034ddb88f200/ruff-0.14.14-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:01ff589aab3f5b539e35db38425da31a57521efd1e4ad1ae08fc34dbe30bd7df", size = 12005701, upload-time = "2026-01-22T22:30:20.499Z" },
+    { url = "https://files.pythonhosted.org/packages/41/d6/99364514541cf811ccc5ac44362f88df66373e9fec1b9d1c4cc830593fe7/ruff-0.14.14-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1cc12d74eef0f29f51775f5b755913eb523546b88e2d733e1d701fe65144e89b", size = 11282455, upload-time = "2026-01-22T22:29:59.679Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/71/37daa46f89475f8582b7762ecd2722492df26421714a33e72ccc9a84d7a5/ruff-0.14.14-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb8481604b7a9e75eff53772496201690ce2687067e038b3cc31aaf16aa0b974", size = 11215882, upload-time = "2026-01-22T22:29:57.032Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/10/a31f86169ec91c0705e618443ee74ede0bdd94da0a57b28e72db68b2dbac/ruff-0.14.14-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:14649acb1cf7b5d2d283ebd2f58d56b75836ed8c6f329664fa91cdea19e76e66", size = 11180549, upload-time = "2026-01-22T22:30:27.175Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/1e/c723f20536b5163adf79bdd10c5f093414293cdf567eed9bdb7b83940f3f/ruff-0.14.14-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e8058d2145566510790eab4e2fad186002e288dec5e0d343a92fe7b0bc1b3e13", size = 10543416, upload-time = "2026-01-22T22:30:01.964Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/34/8a84cea7e42c2d94ba5bde1d7a4fae164d6318f13f933d92da6d7c2041ff/ruff-0.14.14-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:e651e977a79e4c758eb807f0481d673a67ffe53cfa92209781dfa3a996cf8412", size = 10285491, upload-time = "2026-01-22T22:30:29.51Z" },
+    { url = "https://files.pythonhosted.org/packages/55/ef/b7c5ea0be82518906c978e365e56a77f8de7678c8bb6651ccfbdc178c29f/ruff-0.14.14-py3-none-musllinux_1_2_i686.whl", hash = "sha256:cc8b22da8d9d6fdd844a68ae937e2a0adf9b16514e9a97cc60355e2d4b219fc3", size = 10733525, upload-time = "2026-01-22T22:30:06.499Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/5b/aaf1dfbcc53a2811f6cc0a1759de24e4b03e02ba8762daabd9b6bd8c59e3/ruff-0.14.14-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:16bc890fb4cc9781bb05beb5ab4cd51be9e7cb376bf1dd3580512b24eb3fda2b", size = 11315626, upload-time = "2026-01-22T22:30:36.848Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/aa/9f89c719c467dfaf8ad799b9bae0df494513fb21d31a6059cb5870e57e74/ruff-0.14.14-py3-none-win32.whl", hash = "sha256:b530c191970b143375b6a68e6f743800b2b786bbcf03a7965b06c4bf04568167", size = 10502442, upload-time = "2026-01-22T22:30:38.93Z" },
+    { url = "https://files.pythonhosted.org/packages/87/44/90fa543014c45560cae1fffc63ea059fb3575ee6e1cb654562197e5d16fb/ruff-0.14.14-py3-none-win_amd64.whl", hash = "sha256:3dde1435e6b6fe5b66506c1dff67a421d0b7f6488d466f651c07f4cab3bf20fd", size = 11630486, upload-time = "2026-01-22T22:30:10.852Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/6a/40fee331a52339926a92e17ae748827270b288a35ef4a15c9c8f2ec54715/ruff-0.14.14-py3-none-win_arm64.whl", hash = "sha256:56e6981a98b13a32236a72a8da421d7839221fa308b223b9283312312e5ac76c", size = 10920448, upload-time = "2026-01-22T22:30:15.417Z" },
 ]
 
 [[package]]
@@ -2441,7 +2441,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.0.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.9.1" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.14.13" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.14.14" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },

From 304ac01851e160fc90b08488e71b47363556098f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 23 Jan 2026 22:28:01 +0000
Subject: [PATCH 311/792] Bump doccmd from 2026.1.22.1 to 2026.1.23.4

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.22.1 to 2026.1.23.4.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.22.1...2026.01.23.4)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.23.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 57f1d14f..10908415 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.22.1",
+    "doccmd==2026.1.23.4",
     "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",
diff --git a/uv.lock b/uv.lock
index 020c5af4..7f16e992 100644
--- a/uv.lock
+++ b/uv.lock
@@ -375,7 +375,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.1.22.1"
+version = "2026.1.23.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -387,9 +387,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/92/7f/0c356517189964617e9c06715c0c65632e6c5fb84652a400de75886808ef/doccmd-2026.1.22.1.tar.gz", hash = "sha256:ccaf49763a976feab424b8a3cdde8d7349f11994623c6d241a188666eeb2dbc0", size = 178859, upload-time = "2026-01-22T17:04:31.828Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/89/b3/c0dbdb5861d9bb91b88fbb4fb345638443753b7fe9522e52eb341a057330/doccmd-2026.1.23.4.tar.gz", hash = "sha256:74337971d34d8861eccaf0a0b6c8d8aa4375e05aa5d7575339276f2b4481f3fe", size = 180250, upload-time = "2026-01-23T13:40:40.703Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/aa/98/6c34237ed7629bcbb09dfc4fe7548804278ba22ad2007df9d2fb35c38a88/doccmd-2026.1.22.1-py2.py3-none-any.whl", hash = "sha256:27039d1ca229e56ce1d48a6cd7f4111db6d642d291c49d84258184e75800994a", size = 18195, upload-time = "2026-01-22T17:04:30.34Z" },
+    { url = "https://files.pythonhosted.org/packages/73/fa/fb5ceaad739d7126df95ff7f55183ce822e1695a46fc4c287781d74d6255/doccmd-2026.1.23.4-py2.py3-none-any.whl", hash = "sha256:3a17bb8deaa3b7bbee726fbe69e21036b5816e5298dac1f179e928f9c60ab3b5", size = 18398, upload-time = "2026-01-23T13:40:39.492Z" },
 ]
 
 [[package]]
@@ -2422,7 +2422,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.22.1" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.23.4" },
     { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },

From 8f1147852a84e4f3ce4809735ec12967ad7829cf Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 24 Jan 2026 04:27:51 +0000
Subject: [PATCH 312/792] Add Windows binary build to release workflow

- Add build-windows job that runs after the main build job
- Build Windows executables for both vws and vuforia-cloud-reco
- Upload Windows binaries to GitHub releases
- Document Windows installation in README.rst and docs/source/install.rst
---
 .github/workflows/release.yml | 63 +++++++++++++++++++++++++++++++++++
 README.rst                    |  7 ++++
 docs/source/install.rst       |  7 ++++
 3 files changed, 77 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index cc8d6020..1e23b8e7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -7,6 +7,8 @@ jobs:
   build:
     name: Publish a release
     runs-on: ubuntu-latest
+    outputs:
+      new_tag: ${{ steps.tag_version.outputs.new_tag }}
 
     # Specifying an environment is strongly recommended by PyPI.
     # See https://github.com/pypa/gh-action-pypi-publish/tree/release/v1/?tab=readme-ov-file#trusted-publishing.
@@ -241,3 +243,64 @@ jobs:
               --tag ghcr.io/vws-python/vws-cli:${{ steps.calver.outputs.release }} \
               --tag ghcr.io/vws-python/vws-cli:latest \
               .
+
+  build-windows:
+    name: Build Windows binaries
+    needs: build
+    runs-on: windows-latest
+
+    permissions:
+      contents: write
+
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+          ref: ${{ needs.build.outputs.new_tag }}
+
+      # We have a race condition.
+      # In particular, we push to PyPI and then immediately try to install
+      # the pushed version.
+      # Here, we give PyPI time to propagate the package.
+      # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
+      - name: Wait for PyPI propagation
+        uses: nick-fields/retry@v3
+        with:
+          timeout_seconds: 10
+          max_attempts: 50
+          shell: bash
+          command: |
+            normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
+            pip index versions vws-cli | grep -wq "$normalized_version"
+
+      - name: Create requirements file
+        run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
+
+      - name: Create Windows binary for Vuforia Cloud Reco
+        uses: sayyid5416/pyinstaller@v1
+        with:
+          python_ver: '3.13'
+          pyinstaller_ver: ==6.12.0
+          spec: bin/vuforia-cloud-reco.py
+          requirements: requirements.txt
+          options: --onefile, --name "vuforia-cloud-reco-windows"
+          upload_exe_with_name: vuforia-cloud-reco-windows
+          clean_checkout: false
+
+      - name: Create Windows binary for Vuforia Web Services
+        uses: sayyid5416/pyinstaller@v1
+        with:
+          python_ver: '3.13'
+          pyinstaller_ver: ==6.12.0
+          spec: bin/vuforia-web-services.py
+          requirements: requirements.txt
+          options: --onefile, --name "vws-windows"
+          upload_exe_with_name: vws-windows
+          clean_checkout: false
+
+      - name: Upload Windows binaries to release
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |-
+          gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-windows.exe --clobber
+          gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-windows.exe --clobber
diff --git a/README.rst b/README.rst
index 91b3bd14..b3b331da 100644
--- a/README.rst
+++ b/README.rst
@@ -76,6 +76,13 @@ See the `full documentation`_ for details on how to install pre-built Linux bina
 
 .. _full documentation: https://vws-python.github.io/vws-cli/install.html#pre-built-linux-x86-binaries
 
+Pre-built Windows binaries
+^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+Download the Windows executables from the `latest release`_ and place them in a directory on your ``PATH``.
+
+.. _latest release: https://github.com/VWS-Python/vws-cli/releases/latest
+
 Usage example
 -------------
 
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 894d5314..bee0df1d 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -72,6 +72,13 @@ Pre-built Linux (x86) binaries
    $ curl --fail -L "https://github.com/|github-owner|/|github-repository|/releases/download/|release|/vuforia-cloud-reco-linux" -o /usr/local/bin/vuforia-cloud-reco &&
        chmod +x /usr/local/bin/vuforia-cloud-reco
 
+Pre-built Windows binaries
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Download the Windows executables from the `latest release`_ and place them in a directory on your ``PATH``.
+
+.. _latest release: https://github.com/VWS-Python/vws-cli/releases/latest
+
 Shell completion
 ~~~~~~~~~~~~~~~~
 

From 00dd70cf280116396a689bd6f49f3e3c3f43e3f5 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 24 Jan 2026 14:55:44 +0000
Subject: [PATCH 313/792] Add 'executables' to spelling dictionary

---
 spelling_private_dict.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/spelling_private_dict.txt b/spelling_private_dict.txt
index 68afec36..e35df8e9 100644
--- a/spelling_private_dict.txt
+++ b/spelling_private_dict.txt
@@ -8,6 +8,7 @@ dockerfile
 dockerfiles
 dulwich
 entrypoint
+executables
 gzip
 homebrew
 linter

From d0a11464d616facf7165febd9709ddad4ab1fe1b Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 25 Jan 2026 11:34:38 +0000
Subject: [PATCH 314/792] Add macOS binary build to release workflow

---
 .github/workflows/release.yml | 60 +++++++++++++++++++++++++++++++++++
 README.rst                    |  5 +++
 docs/source/install.rst       | 18 +++++++++++
 3 files changed, 83 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1e23b8e7..fe103ab7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -304,3 +304,63 @@ jobs:
         run: |-
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-windows.exe --clobber
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-windows.exe --clobber
+
+  build-macos:
+    name: Build macOS binaries
+    needs: build
+    runs-on: macos-latest
+
+    permissions:
+      contents: write
+
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+          ref: ${{ needs.build.outputs.new_tag }}
+
+      # We have a race condition.
+      # In particular, we push to PyPI and then immediately try to install
+      # the pushed version.
+      # Here, we give PyPI time to propagate the package.
+      # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
+      - name: Wait for PyPI propagation
+        uses: nick-fields/retry@v3
+        with:
+          timeout_seconds: 10
+          max_attempts: 50
+          command: |
+            normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
+            pip index versions vws-cli | grep -wq "$normalized_version"
+
+      - name: Create requirements file
+        run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
+
+      - name: Create macOS binary for Vuforia Cloud Reco
+        uses: sayyid5416/pyinstaller@v1
+        with:
+          python_ver: '3.13'
+          pyinstaller_ver: ==6.12.0
+          spec: bin/vuforia-cloud-reco.py
+          requirements: requirements.txt
+          options: --onefile, --name "vuforia-cloud-reco-macos"
+          upload_exe_with_name: vuforia-cloud-reco-macos
+          clean_checkout: false
+
+      - name: Create macOS binary for Vuforia Web Services
+        uses: sayyid5416/pyinstaller@v1
+        with:
+          python_ver: '3.13'
+          pyinstaller_ver: ==6.12.0
+          spec: bin/vuforia-web-services.py
+          requirements: requirements.txt
+          options: --onefile, --name "vws-macos"
+          upload_exe_with_name: vws-macos
+          clean_checkout: false
+
+      - name: Upload macOS binaries to release
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |-
+          gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-macos --clobber
+          gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-macos --clobber
diff --git a/README.rst b/README.rst
index b3b331da..002368f2 100644
--- a/README.rst
+++ b/README.rst
@@ -83,6 +83,11 @@ Download the Windows executables from the `latest release`_ and place them in a
 
 .. _latest release: https://github.com/VWS-Python/vws-cli/releases/latest
 
+Pre-built macOS (ARM) binaries
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+See the `full documentation`_ for details on how to install pre-built macOS binaries.
+
 Usage example
 -------------
 
diff --git a/docs/source/install.rst b/docs/source/install.rst
index bee0df1d..f264f830 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -79,6 +79,24 @@ Download the Windows executables from the `latest release`_ and place them in a
 
 .. _latest release: https://github.com/VWS-Python/vws-cli/releases/latest
 
+Pre-built macOS (ARM) binaries
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. code-block:: console
+   :substitutions:
+
+   $ curl --fail -L "https://github.com/|github-owner|/|github-repository|/releases/download/|release|/vws-macos" -o /usr/local/bin/vws &&
+       chmod +x /usr/local/bin/vws
+   $ curl --fail -L "https://github.com/|github-owner|/|github-repository|/releases/download/|release|/vuforia-cloud-reco-macos" -o /usr/local/bin/vuforia-cloud-reco &&
+       chmod +x /usr/local/bin/vuforia-cloud-reco
+
+You may need to remove the quarantine attribute to allow the binaries to run:
+
+.. code-block:: console
+
+   $ xattr -d com.apple.quarantine /usr/local/bin/vws
+   $ xattr -d com.apple.quarantine /usr/local/bin/vuforia-cloud-reco
+
 Shell completion
 ~~~~~~~~~~~~~~~~
 

From 35bbe9d4b36a2e82f350803e72a9af3f2599325c Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sun, 25 Jan 2026 11:41:28 +0000
Subject: [PATCH 315/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index e8256116..0e7594d5 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.01.25
+----------
+
+
 2026.01.22.3
 ------------
 
diff --git a/VERSION b/VERSION
index 59b89fd8..d8d4fbec 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.01.22.3
+2026.01.25

From 7db2312a83628973c945179db603dcebda233be1 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 25 Jan 2026 11:59:59 +0000
Subject: [PATCH 316/792] Add Python setup step to Windows and macOS build jobs

---
 .github/workflows/release.yml | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index fe103ab7..b1b2b375 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -258,6 +258,11 @@ jobs:
           fetch-depth: 0
           ref: ${{ needs.build.outputs.new_tag }}
 
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.13'
+
       # We have a race condition.
       # In particular, we push to PyPI and then immediately try to install
       # the pushed version.
@@ -319,6 +324,11 @@ jobs:
           fetch-depth: 0
           ref: ${{ needs.build.outputs.new_tag }}
 
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.13'
+
       # We have a race condition.
       # In particular, we push to PyPI and then immediately try to install
       # the pushed version.

From 771d92eb002340c98c582758555c21fe58baac32 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 25 Jan 2026 12:01:40 +0000
Subject: [PATCH 317/792] Add Python setup step to Windows build job for pip
 availability

---
 .github/workflows/release.yml | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b1b2b375..8d21b197 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -324,11 +324,6 @@ jobs:
           fetch-depth: 0
           ref: ${{ needs.build.outputs.new_tag }}
 
-      - name: Set up Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.13'
-
       # We have a race condition.
       # In particular, we push to PyPI and then immediately try to install
       # the pushed version.

From 0f39eec1b1d05e5968d049dcb1943ffba434eb7f Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sun, 25 Jan 2026 12:03:37 +0000
Subject: [PATCH 318/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 0e7594d5..d30046df 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.01.25.1
+------------
+
+
 2026.01.25
 ----------
 
diff --git a/VERSION b/VERSION
index d8d4fbec..531669e9 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.01.25
+2026.01.25.1

From 87794eb73cfacd4e49af38c2e95077ba06dfd1e2 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 26 Jan 2026 11:21:39 +0000
Subject: [PATCH 319/792] Replace docformatter with pydocstringformatter

- Replace docformatter==1.7.7 with pydocstringformatter==0.7.3
- Replace [tool.docformatter] with [tool.pydocstringformatter] config
- Update ruff ignore comments (D200 -> D205/D212)
- Don't use linewrap-full-docstring to avoid breaking URLs
  (https://github.com/DanielNoord/pydocstringformatter/issues/540)
---
 pyproject.toml | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 53ee7714..8165765b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,6 @@ optional-dependencies.dev = [
     "deptry==0.24.0",
     "doc8==2.0.0",
     "doccmd==2026.1.23.4",
-    "docformatter==1.7.7",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
@@ -50,6 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.0",
+    "pydocstringformatter==0.7.3",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.49.0",
@@ -118,8 +118,8 @@ lint.select = [
 lint.ignore = [
     # Ruff warns that this conflicts with the formatter.
     "COM812",
-    # Allow our chosen docstring line-style - no one-line summary.
-    "D200",
+    # Allow our chosen docstring line-style - pydocstringformatter handles formatting
+    # but doesn't enforce D205 (blank line after summary) or D212 (summary on first line).
     "D205",
     "D212",
     # Allow backslashes in a docstring.
@@ -260,9 +260,6 @@ spelling-private-dict-file = 'spelling_private_dict.txt'
 # --spelling-private-dict-file option instead of raising a message.
 spelling-store-unknown-words = 'no'
 
-[tool.docformatter]
-make-summary-multi-line = true
-
 [tool.check-manifest]
 
 ignore = [
@@ -340,6 +337,12 @@ enableTypeIgnoreComments = false
 reportUnnecessaryTypeIgnoreComment = true
 typeCheckingMode = "strict"
 
+[tool.pydocstringformatter]
+write = true
+split-summary-body = false
+max-line-length = 75
+linewrap-full-docstring = true
+
 [tool.interrogate]
 fail-under = 100
 omit-covered-files = true

From 91e432bc60bb32598dd1be36f2bd0d0ad278dfce Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Mon, 26 Jan 2026 11:32:50 +0000
Subject: [PATCH 320/792] [pre-commit.ci lite] apply automatic fixes

---
 .pre-commit-config.yaml            |   8 +--
 bin/vuforia-cloud-reco.py          |   4 +-
 bin/vuforia-web-services.py        |   4 +-
 docs/source/__init__.py            |   4 +-
 docs/source/conf.py                |   4 +-
 pyproject.toml                     |   8 +++
 src/vws_cli/__init__.py            |   8 +--
 src/vws_cli/commands.py            |   4 +-
 src/vws_cli/options/__init__.py    |   4 +-
 src/vws_cli/options/credentials.py |  20 ++----
 src/vws_cli/options/targets.py     |  24 ++-----
 src/vws_cli/query.py               |  12 +---
 tests/__init__.py                  |   4 +-
 tests/conftest.py                  |  19 ++----
 tests/test_cli.py                  |   8 +--
 tests/test_help.py                 |   4 +-
 tests/test_query.py                |  69 ++++++++-----------
 tests/test_query_errors.py         |  18 ++---
 tests/test_vws_commands.py         | 103 +++++++++++------------------
 tests/test_vws_errors.py           |  43 ++++++------
 uv.lock                            |  32 +++------
 21 files changed, 149 insertions(+), 255 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d5fc07cd..3fe643b8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,7 +10,7 @@ ci:
     - check-manifest
     - deptry
     - doc8
-    - docformatter
+    - pydocstringformatter
     - docs
     - interrogate
     - interrogate-docs
@@ -128,9 +128,9 @@ repos:
         additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 
-      - id: docformatter
-        name: docformatter
-        entry: uv run --extra=dev -m docformatter --in-place
+      - id: pydocstringformatter
+        name: pydocstringformatter
+        entry: uv run --extra=dev pydocstringformatter
         language: python
         types_or: [python]
         # We exclude this file to avoid https://github.com/PyCQA/docformatter/issues/291.
diff --git a/bin/vuforia-cloud-reco.py b/bin/vuforia-cloud-reco.py
index 55438101..22d5bce7 100755
--- a/bin/vuforia-cloud-reco.py
+++ b/bin/vuforia-cloud-reco.py
@@ -1,8 +1,6 @@
 #!/usr/bin/env python3
 
-"""
-Run VWS Cloud Reco CLI.
-"""
+"""Run VWS Cloud Reco CLI."""
 
 from vws_cli.query import vuforia_cloud_reco
 
diff --git a/bin/vuforia-web-services.py b/bin/vuforia-web-services.py
index 90d42003..fc86cecc 100755
--- a/bin/vuforia-web-services.py
+++ b/bin/vuforia-web-services.py
@@ -1,8 +1,6 @@
 #!/usr/bin/env python3
 
-"""
-Run VWS CLI.
-"""
+"""Run VWS CLI."""
 
 from vws_cli import vws_group
 
diff --git a/docs/source/__init__.py b/docs/source/__init__.py
index b63eed5f..535ceb2e 100644
--- a/docs/source/__init__.py
+++ b/docs/source/__init__.py
@@ -1,3 +1 @@
-"""
-Documentation.
-"""
+"""Documentation."""
diff --git a/docs/source/conf.py b/docs/source/conf.py
index c1c049f2..6140c8f5 100755
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -1,7 +1,5 @@
 #!/usr/bin/env python3
-"""
-Configuration for Sphinx.
-"""
+"""Configuration for Sphinx."""
 
 # pylint: disable=invalid-name
 
diff --git a/pyproject.toml b/pyproject.toml
index 8165765b..b569c40d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -136,6 +136,14 @@ lint.ignore = [
     "S101",
 ]
 
+lint.per-file-ignores."doccmd_*.py" = [
+    # Allow our chosen docstring line-style - pydocstringformatter handles
+    # formatting but docstrings in docs may not match this style.
+    "D200",
+    # Allow asserts in docs.
+    "S101",
+]
+
 lint.per-file-ignores."tests/test_*.py" = [
     # Do not require tests to have a one-line summary.
     "D205",
diff --git a/src/vws_cli/__init__.py b/src/vws_cli/__init__.py
index b62566c0..7837a425 100644
--- a/src/vws_cli/__init__.py
+++ b/src/vws_cli/__init__.py
@@ -1,6 +1,4 @@
-"""
-A CLI for Vuforia Web Services.
-"""
+"""A CLI for Vuforia Web Services."""
 
 from importlib.metadata import PackageNotFoundError, version
 
@@ -38,9 +36,7 @@
 @click.version_option(version=__version__)
 @beartype
 def vws_group() -> None:
-    """
-    Manage a Vuforia Web Services cloud database.
-    """
+    """Manage a Vuforia Web Services cloud database."""
 
 
 vws_group.add_command(cmd=add_target)
diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 3b8c82a1..03ad3150 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -456,7 +456,9 @@ def wait_for_target_processed(
     base_vws_url: str,
     timeout_seconds: float,
 ) -> None:
-    """Wait for a target to be "processed". This is done by polling the VWS API."""
+    """Wait for a target to be "processed". This is done by polling the VWS
+    API.
+    """
     vws_client = VWS(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
diff --git a/src/vws_cli/options/__init__.py b/src/vws_cli/options/__init__.py
index e001e2d2..834d6fb5 100644
--- a/src/vws_cli/options/__init__.py
+++ b/src/vws_cli/options/__init__.py
@@ -1,3 +1 @@
-"""
-Options for the VWS CLI commands.
-"""
+"""Options for the VWS CLI commands."""
diff --git a/src/vws_cli/options/credentials.py b/src/vws_cli/options/credentials.py
index a9d8a60a..353c7c8f 100644
--- a/src/vws_cli/options/credentials.py
+++ b/src/vws_cli/options/credentials.py
@@ -1,6 +1,4 @@
-"""
-``click`` options regarding credentials.
-"""
+"""``click`` options regarding credentials."""
 
 from collections.abc import Callable
 from typing import Any
@@ -13,9 +11,7 @@
 def server_access_key_option(
     command: Callable[..., Any],
 ) -> Callable[..., Any]:
-    """
-    An option decorator for the Vuforia server access key.
-    """
+    """An option decorator for the Vuforia server access key."""
     return click.option(
         "--server-access-key",
         type=str,
@@ -33,9 +29,7 @@ def server_access_key_option(
 def server_secret_key_option(
     command: Callable[..., Any],
 ) -> Callable[..., Any]:
-    """
-    An option decorator for the Vuforia server secret key.
-    """
+    """An option decorator for the Vuforia server secret key."""
     return click.option(
         "--server-secret-key",
         type=str,
@@ -53,9 +47,7 @@ def server_secret_key_option(
 def client_access_key_option(
     command: Callable[..., Any],
 ) -> Callable[..., Any]:
-    """
-    An option decorator for the Vuforia client access key.
-    """
+    """An option decorator for the Vuforia client access key."""
     return click.option(
         "--client-access-key",
         type=str,
@@ -73,9 +65,7 @@ def client_access_key_option(
 def client_secret_key_option(
     command: Callable[..., Any],
 ) -> Callable[..., Any]:
-    """
-    An option decorator for the Vuforia client secret key.
-    """
+    """An option decorator for the Vuforia client secret key."""
     return click.option(
         "--client-secret-key",
         type=str,
diff --git a/src/vws_cli/options/targets.py b/src/vws_cli/options/targets.py
index e2c80622..aeb9be60 100644
--- a/src/vws_cli/options/targets.py
+++ b/src/vws_cli/options/targets.py
@@ -1,6 +1,4 @@
-"""
-``click`` options regarding targets.
-"""
+"""``click`` options regarding targets."""
 
 from collections.abc import Callable
 from enum import Enum, unique
@@ -20,9 +18,7 @@
 
 @beartype
 def target_name_option(*, required: bool) -> Callable[..., Any]:
-    """
-    An option decorator for choosing a target name.
-    """
+    """An option decorator for choosing a target name."""
     return click.option(
         "--name",
         type=str,
@@ -33,9 +29,7 @@ def target_name_option(*, required: bool) -> Callable[..., Any]:
 
 @beartype
 def target_width_option(*, required: bool) -> Callable[..., Any]:
-    """
-    An option decorator for choosing a target width.
-    """
+    """An option decorator for choosing a target width."""
     option: Callable[..., Any] = click.option(
         "--width",
         type=float,
@@ -47,9 +41,7 @@ def target_width_option(*, required: bool) -> Callable[..., Any]:
 
 @beartype
 def target_image_option(*, required: bool) -> Callable[..., Any]:
-    """
-    An option decorator for choosing a target image.
-    """
+    """An option decorator for choosing a target image."""
     return click.option(
         "--image",
         "image_file_path",
@@ -66,9 +58,7 @@ def target_image_option(*, required: bool) -> Callable[..., Any]:
 
 @unique
 class ActiveFlagChoice(Enum):
-    """
-    Choices for active flag.
-    """
+    """Choices for active flag."""
 
     TRUE = "true"
     FALSE = "false"
@@ -78,9 +68,7 @@ def active_flag_option(
     *,
     allow_none: bool,
 ) -> Callable[..., Any]:
-    """
-    An option decorator for setting a target's active flag.
-    """
+    """An option decorator for setting a target's active flag."""
     if allow_none:
         default = None
         show_default = False
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 37607345..409d3f63 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -1,6 +1,4 @@
-"""
-A CLI for the Vuforia Cloud Recognition Service API.
-"""
+"""A CLI for the Vuforia Cloud Recognition Service API."""
 
 import contextlib
 import dataclasses
@@ -34,9 +32,7 @@
 @beartype
 @contextlib.contextmanager
 def _handle_vwq_exceptions() -> Iterator[None]:
-    """
-    Show error messages and catch exceptions from ``VWS-Python``.
-    """
+    """Show error messages and catch exceptions from ``VWS-Python``."""
     try:
         yield
     except BadImageError:
@@ -136,9 +132,7 @@ def vuforia_cloud_reco(
     include_target_data: CloudRecoIncludeTargetData,
     base_vwq_url: str,
 ) -> None:
-    """
-    Make a request to the Vuforia Cloud Recognition Service API.
-    """
+    """Make a request to the Vuforia Cloud Recognition Service API."""
     client = CloudRecoService(
         client_access_key=client_access_key,
         client_secret_key=client_secret_key,
diff --git a/tests/__init__.py b/tests/__init__.py
index 76356810..fb30f6f7 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -1,3 +1 @@
-"""
-Tests for the VWS CLI.
-"""
+"""Tests for the VWS CLI."""
diff --git a/tests/conftest.py b/tests/conftest.py
index 080c3d12..b11ab73b 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,6 +1,4 @@
-"""
-``pytest`` fixtures.
-"""
+"""``pytest`` fixtures."""
 
 from collections.abc import Iterator
 
@@ -13,9 +11,7 @@
 
 @beartype
 def pytest_collection_modifyitems(items: list[pytest.Item]) -> None:
-    """
-    Apply the beartype decorator to all collected test functions.
-    """
+    """Apply the beartype decorator to all collected test functions."""
     for item in items:
         assert isinstance(item, pytest.Function)
         item.obj = beartype(obj=item.obj)
@@ -23,9 +19,7 @@ def pytest_collection_modifyitems(items: list[pytest.Item]) -> None:
 
 @pytest.fixture(name="mock_database")
 def fixture_mock_database() -> Iterator[VuforiaDatabase]:
-    """
-    Yield a mock ``VuforiaDatabase``.
-    """
+    """Yield a mock ``VuforiaDatabase``."""
     with MockVWS() as mock:
         database = VuforiaDatabase()
         mock.add_database(database=database)
@@ -34,9 +28,7 @@ def fixture_mock_database() -> Iterator[VuforiaDatabase]:
 
 @pytest.fixture
 def vws_client(mock_database: VuforiaDatabase) -> VWS:
-    """
-    Return a VWS client which connects to a mock database.
-    """
+    """Return a VWS client which connects to a mock database."""
     return VWS(
         server_access_key=mock_database.server_access_key,
         server_secret_key=mock_database.server_secret_key,
@@ -48,7 +40,8 @@ def cloud_reco_client(
     mock_database: VuforiaDatabase,
 ) -> CloudRecoService:
     """
-    Return a ``CloudRecoService`` client which connects to a mock database.
+    Return a ``CloudRecoService`` client which connects to a mock
+    database.
     """
     return CloudRecoService(
         client_access_key=mock_database.client_access_key,
diff --git a/tests/test_cli.py b/tests/test_cli.py
index f830dd46..a8d726d6 100644
--- a/tests/test_cli.py
+++ b/tests/test_cli.py
@@ -1,6 +1,4 @@
-"""
-Tests for the VWS CLI.
-"""
+"""Tests for the VWS CLI."""
 
 from click.testing import CliRunner
 
@@ -8,9 +6,7 @@
 
 
 def test_version() -> None:
-    """
-    The CLI version is shown with ``vws --version``.
-    """
+    """The CLI version is shown with ``vws --version``."""
     runner = CliRunner()
     result = runner.invoke(
         cli=vws_group,
diff --git a/tests/test_help.py b/tests/test_help.py
index 9d782a01..0ec1fb07 100644
--- a/tests/test_help.py
+++ b/tests/test_help.py
@@ -1,6 +1,4 @@
-"""
-Tests for the VWS CLI help.
-"""
+"""Tests for the VWS CLI help."""
 
 import pytest
 from click.testing import CliRunner
diff --git a/tests/test_query.py b/tests/test_query.py
index 9b09e559..0ebd57ef 100644
--- a/tests/test_query.py
+++ b/tests/test_query.py
@@ -1,6 +1,4 @@
-"""
-Test for the Cloud Reco Service commands.
-"""
+"""Test for the Cloud Reco Service commands."""
 
 import io
 import uuid
@@ -17,9 +15,7 @@
 
 
 class TestQuery:
-    """
-    Tests for making image queries.
-    """
+    """Tests for making image queries."""
 
     @staticmethod
     def test_no_matches(
@@ -27,9 +23,7 @@ def test_no_matches(
         tmp_path: Path,
         high_quality_image: io.BytesIO,
     ) -> None:
-        """
-        An empty list is returned if there are no matches.
-        """
+        """An empty list is returned if there are no matches."""
         runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         image_data = high_quality_image.getvalue()
@@ -58,9 +52,7 @@ def test_matches(
         vws_client: VWS,
         mock_database: VuforiaDatabase,
     ) -> None:
-        """
-        Details of matching targets are shown.
-        """
+        """Details of matching targets are shown."""
         name = uuid.uuid4().hex
         target_id = vws_client.add_target(
             name=name,
@@ -108,7 +100,8 @@ def test_image_file_is_dir(
         mock_database: VuforiaDatabase,
     ) -> None:
         """
-        An appropriate error is given if the given image file path points to a
+        An appropriate error is given if the given image file path
+        points to a
         directory.
         """
         runner = CliRunner()
@@ -144,9 +137,7 @@ def test_relative_path(
         mock_database: VuforiaDatabase,
         high_quality_image: io.BytesIO,
     ) -> None:
-        """
-        Image file paths are resolved.
-        """
+        """Image file paths are resolved."""
         runner = CliRunner()
         new_filename = uuid.uuid4().hex
         original_image_file = tmp_path / "foo"
@@ -179,7 +170,8 @@ def test_image_file_does_not_exist(
         tmp_path: Path,
     ) -> None:
         """
-        An appropriate error is given if the given image file does not exist.
+        An appropriate error is given if the given image file does not
+        exist.
         """
         runner = CliRunner()
         does_not_exist_file = tmp_path / uuid.uuid4().hex
@@ -211,9 +203,7 @@ def test_image_file_does_not_exist(
 
 
 def test_version() -> None:
-    """
-    ``vuforia-cloud-reco --version`` shows the version.
-    """
+    """``vuforia-cloud-reco --version`` shows the version."""
     runner = CliRunner()
     commands = ["--version"]
     result = runner.invoke(
@@ -227,9 +217,7 @@ def test_version() -> None:
 
 
 class TestMaxNumResults:
-    """
-    Tests for the ``--max-num-results`` option.
-    """
+    """Tests for the ``--max-num-results`` option."""
 
     @staticmethod
     def test_default(
@@ -238,9 +226,7 @@ def test_default(
         tmp_path: Path,
         mock_database: VuforiaDatabase,
     ) -> None:
-        """
-        By default the maximum number of results is 1.
-        """
+        """By default the maximum number of results is 1."""
         runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
@@ -286,9 +272,7 @@ def test_custom(
         tmp_path: Path,
         mock_database: VuforiaDatabase,
     ) -> None:
-        """
-        It is possible to set a custom ``--max-num-results``.
-        """
+        """It is possible to set a custom ``--max-num-results``."""
         runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
@@ -374,9 +358,7 @@ def test_out_of_range(
 
 
 class TestIncludeTargetData:
-    """
-    Tests for the ``--include-target-data`` option.
-    """
+    """Tests for the ``--include-target-data`` option."""
 
     @staticmethod
     def test_default(
@@ -385,9 +367,7 @@ def test_default(
         tmp_path: Path,
         mock_database: VuforiaDatabase,
     ) -> None:
-        """
-        By default, target data is only returned in the top match.
-        """
+        """By default, target data is only returned in the top match."""
         runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
@@ -437,7 +417,8 @@ def test_top(
         mock_database: VuforiaDatabase,
     ) -> None:
         """
-        When 'top' is given, target data is only returned in the top match.
+        When 'top' is given, target data is only returned in the top
+        match.
         """
         runner = CliRunner()
         target_id = vws_client.add_target(
@@ -490,7 +471,8 @@ def test_none(
         mock_database: VuforiaDatabase,
     ) -> None:
         """
-        When 'none' is given, target data is not returned in any match.
+        When 'none' is given, target data is not returned in any
+        match.
         """
         runner = CliRunner()
         target_id = vws_client.add_target(
@@ -542,9 +524,7 @@ def test_all(
         tmp_path: Path,
         mock_database: VuforiaDatabase,
     ) -> None:
-        """
-        When 'all' is given, target data is returned in all matches.
-        """
+        """When 'all' is given, target data is returned in all matches."""
         runner = CliRunner()
         target_id = vws_client.add_target(
             name=uuid.uuid4().hex,
@@ -596,7 +576,8 @@ def test_other(
         mock_database: VuforiaDatabase,
     ) -> None:
         """
-        When a string other than 'top', 'all', or 'none' is given, an error is
+        When a string other than 'top', 'all', or 'none' is given, an
+        error is
         shown.
         """
         runner = CliRunner()
@@ -631,7 +612,8 @@ def test_other(
 
 def test_base_vwq_url(high_quality_image: io.BytesIO, tmp_path: Path) -> None:
     """
-    It is possible to use query a target to a database under a custom VWQ URL.
+    It is possible to use query a target to a database under a custom
+    VWQ URL.
     """
     runner = CliRunner()
     base_vwq_url = "http://example.com"
@@ -683,7 +665,8 @@ def test_env_var_credentials(
     mock_database: VuforiaDatabase,
 ) -> None:
     """
-    It is possible to use environment variables to set the credentials.
+    It is possible to use environment variables to set the
+    credentials.
     """
     runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
diff --git a/tests/test_query_errors.py b/tests/test_query_errors.py
index 1f9b7dde..6067bc70 100644
--- a/tests/test_query_errors.py
+++ b/tests/test_query_errors.py
@@ -1,6 +1,4 @@
-"""
-Tests for how errors from the Cloud Reco Service are handled by the CLI.
-"""
+"""Tests for how errors from the Cloud Reco Service are handled by the CLI."""
 
 import io
 import uuid
@@ -20,9 +18,7 @@ def test_authentication_failure(
     tmp_path: Path,
     high_quality_image: io.BytesIO,
 ) -> None:
-    """
-    An error is given when the secret key is incorrect.
-    """
+    """An error is given when the secret key is incorrect."""
     runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
@@ -50,9 +46,7 @@ def test_image_too_large(
     tmp_path: Path,
     png_too_large: io.BytesIO,
 ) -> None:
-    """
-    An error is given when the image is too large.
-    """
+    """An error is given when the image is too large."""
     runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = png_too_large.getvalue()
@@ -112,7 +106,8 @@ def test_inactive_project(
     tmp_path: Path,
 ) -> None:
     """
-    An error is given if the project is inactive and the desired action cannot
+    An error is given if the project is inactive and the desired action
+    cannot
     be taken because of this.
     """
     new_file = tmp_path / uuid.uuid4().hex
@@ -150,7 +145,8 @@ def test_request_time_too_skewed(
     tmp_path: Path,
 ) -> None:
     """
-    An error is given when the request time is more than 65 minutes different
+    An error is given when the request time is more than 65 minutes
+    different
     from the server time.
     """
     runner = CliRunner()
diff --git a/tests/test_vws_commands.py b/tests/test_vws_commands.py
index 9996fd14..4be064a6 100644
--- a/tests/test_vws_commands.py
+++ b/tests/test_vws_commands.py
@@ -1,7 +1,5 @@
 # pylint:disable=too-many-lines
-"""
-Tests for VWS CLI commands.
-"""
+"""Tests for VWS CLI commands."""
 
 import base64
 import io
@@ -27,9 +25,7 @@ def test_get_database_summary_report(
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
-    """
-    It is possible to get a database summary report.
-    """
+    """It is possible to get a database summary report."""
     runner = CliRunner()
     for name in ("a", "b"):
         vws_client.add_target(
@@ -77,9 +73,7 @@ def test_list_targets(
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
-    """
-    It is possible to get a list of targets in the database.
-    """
+    """It is possible to get a list of targets in the database."""
     runner = CliRunner()
     target_id_1 = vws_client.add_target(
         name="x1",
@@ -120,9 +114,7 @@ def test_get_target_record(
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
-    """
-    It is possible to get a target record.
-    """
+    """It is possible to get a target record."""
     runner = CliRunner()
     target_id = vws_client.add_target(
         name="x",
@@ -164,9 +156,7 @@ def test_get_target_summary_report(
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
-    """
-    It is possible to get a target summary report.
-    """
+    """It is possible to get a target summary report."""
     runner = CliRunner()
     upload_date = "2015-04-29"
     with freeze_time(time_to_freeze=upload_date):
@@ -214,9 +204,7 @@ def test_delete_target(
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
-    """
-    It is possible to delete a target.
-    """
+    """It is possible to delete a target."""
     runner = CliRunner()
     target_id = vws_client.add_target(
         name="x",
@@ -252,9 +240,7 @@ def test_get_duplicate_targets(
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
-    """
-    It is possible to get a list of duplicate targets.
-    """
+    """It is possible to get a list of duplicate targets."""
     runner = CliRunner()
     target_id = vws_client.add_target(
         name="x",
@@ -296,9 +282,7 @@ def test_get_duplicate_targets(
 
 
 class TestAddTarget:
-    """
-    Tests for ``vws add-target``.
-    """
+    """Tests for ``vws add-target``."""
 
     @staticmethod
     def test_add_target(
@@ -308,9 +292,7 @@ def test_add_target(
         tmp_path: Path,
         cloud_reco_client: CloudRecoService,
     ) -> None:
-        """
-        It is possible to add a target.
-        """
+        """It is possible to add a target."""
         runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         name = uuid.uuid4().hex
@@ -358,7 +340,8 @@ def test_image_file_does_not_exist(
         tmp_path: Path,
     ) -> None:
         """
-        An appropriate error is given if the given image file does not exist.
+        An appropriate error is given if the given image file does not
+        exist.
         """
         runner = CliRunner()
         does_not_exist_file = tmp_path / uuid.uuid4().hex
@@ -400,7 +383,8 @@ def test_image_file_is_dir(
         tmp_path: Path,
     ) -> None:
         """
-        An appropriate error is given if the given image file path points to a
+        An appropriate error is given if the given image file path
+        points to a
         directory.
         """
         runner = CliRunner()
@@ -443,9 +427,7 @@ def test_relative_path(
         high_quality_image: io.BytesIO,
         tmp_path: Path,
     ) -> None:
-        """
-        Image file paths are resolved.
-        """
+        """Image file paths are resolved."""
         runner = CliRunner()
         new_filename = uuid.uuid4().hex
         original_image_file = tmp_path / "foo"
@@ -487,9 +469,7 @@ def test_custom_metadata(
         tmp_path: Path,
         high_quality_image: io.BytesIO,
     ) -> None:
-        """
-        Custom metadata can be given.
-        """
+        """Custom metadata can be given."""
         runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         name = uuid.uuid4().hex
@@ -548,9 +528,7 @@ def test_custom_active_flag(
         *,
         active_flag_expected: bool,
     ) -> None:
-        """
-        The Active Flag of the new target can be chosen.
-        """
+        """The Active Flag of the new target can be chosen."""
         runner = CliRunner()
         new_file = tmp_path / uuid.uuid4().hex
         image_data = high_quality_image.getvalue()
@@ -585,9 +563,7 @@ def test_custom_active_flag(
 
 
 class TestWaitForTargetProcessed:
-    """
-    Tests for ``vws wait-for-target-processed``.
-    """
+    """Tests for ``vws wait-for-target-processed``."""
 
     @staticmethod
     def test_wait_for_target_processed(
@@ -596,7 +572,8 @@ def test_wait_for_target_processed(
         high_quality_image: io.BytesIO,
     ) -> None:
         """
-        It is possible to use a command to wait for a target to be processed.
+        It is possible to use a command to wait for a target to be
+        processed.
         """
         runner = CliRunner()
         target_id = vws_client.add_target(
@@ -632,9 +609,7 @@ def test_wait_for_target_processed(
     def test_default_seconds_between_requests(
         high_quality_image: io.BytesIO,
     ) -> None:
-        """
-        By default, 0.2 seconds are waited between polling requests.
-        """
+        """By default, 0.2 seconds are waited between polling requests."""
         runner = CliRunner()
         with MockVWS(processing_time_seconds=0.5) as mock:
             mock_database = VuforiaDatabase()
@@ -702,7 +677,8 @@ def test_custom_seconds_between_requests(
         high_quality_image: io.BytesIO,
     ) -> None:
         """
-        It is possible to customize the time waited between polling requests.
+        It is possible to customize the time waited between polling
+        requests.
         """
         runner = CliRunner()
         with MockVWS(processing_time_seconds=0.5) as mock:
@@ -768,7 +744,8 @@ def test_custom_seconds_between_requests(
     @staticmethod
     def test_custom_seconds_too_small(mock_database: VuforiaDatabase) -> None:
         """
-        The minimum valid value for ``--seconds-between-requests`` is 0.05
+        The minimum valid value for ``--seconds-between-requests`` is
+        0.05
         seconds.
         """
         runner = CliRunner()
@@ -796,9 +773,7 @@ def test_custom_seconds_too_small(mock_database: VuforiaDatabase) -> None:
 
     @staticmethod
     def test_custom_timeout(high_quality_image: io.BytesIO) -> None:
-        """
-        It is possible to set a maximum timeout.
-        """
+        """It is possible to set a maximum timeout."""
         runner = CliRunner()
         with MockVWS(processing_time_seconds=0.5) as mock:
             mock_database = VuforiaDatabase()
@@ -863,7 +838,8 @@ def test_custom_timeout(high_quality_image: io.BytesIO) -> None:
     @staticmethod
     def test_custom_timeout_too_small(mock_database: VuforiaDatabase) -> None:
         """
-        The minimum valid value for ``--timeout-seconds`` is 0.05 seconds.
+        The minimum valid value for ``--timeout-seconds`` is 0.05
+        seconds.
         """
         runner = CliRunner()
         commands = [
@@ -889,9 +865,7 @@ def test_custom_timeout_too_small(mock_database: VuforiaDatabase) -> None:
 
 
 class TestUpdateTarget:
-    """
-    Tests for ``vws update-target``.
-    """
+    """Tests for ``vws update-target``."""
 
     @staticmethod
     def test_update_target(
@@ -903,9 +877,7 @@ def test_update_target(
         cloud_reco_client: CloudRecoService,
         different_high_quality_image: io.BytesIO,
     ) -> None:
-        """
-        It is possible to update a target.
-        """
+        """It is possible to update a target."""
         runner = CliRunner()
         old_name = uuid.uuid4().hex
         old_width = secrets.choice(seq=range(1, 5000)) / 100
@@ -996,9 +968,7 @@ def test_no_fields_given(
         vws_client: VWS,
         high_quality_image: io.BytesIO,
     ) -> None:
-        """
-        It is possible to give no update fields.
-        """
+        """It is possible to give no update fields."""
         runner = CliRunner()
         old_name = uuid.uuid4().hex
         old_width = secrets.choice(seq=range(1, 5000)) / 100
@@ -1037,7 +1007,8 @@ def test_image_file_does_not_exist(
         tmp_path: Path,
     ) -> None:
         """
-        An appropriate error is given if the given image file does not exist.
+        An appropriate error is given if the given image file does not
+        exist.
         """
         target_id = vws_client.add_target(
             name="x",
@@ -1087,7 +1058,8 @@ def test_image_file_is_dir(
         tmp_path: Path,
     ) -> None:
         """
-        An appropriate error is given if the given image file path points to a
+        An appropriate error is given if the given image file path
+        points to a
         directory.
         """
         target_id = vws_client.add_target(
@@ -1136,9 +1108,7 @@ def test_relative_path(
         high_quality_image: io.BytesIO,
         tmp_path: Path,
     ) -> None:
-        """
-        Image file paths are resolved.
-        """
+        """Image file paths are resolved."""
         runner = CliRunner()
         target_id = vws_client.add_target(
             name="x",
@@ -1179,7 +1149,8 @@ def test_relative_path(
 
 def test_custom_base_url() -> None:
     """
-    It is possible to use the API to connect to a database under a custom VWS
+    It is possible to use the API to connect to a database under a
+    custom VWS
     URL.
     """
     runner = CliRunner()
diff --git a/tests/test_vws_errors.py b/tests/test_vws_errors.py
index 3c4e7515..321f4c75 100644
--- a/tests/test_vws_errors.py
+++ b/tests/test_vws_errors.py
@@ -1,6 +1,4 @@
-"""
-Tests for how errors from VWS are handled by the CLI.
-"""
+"""Tests for how errors from VWS are handled by the CLI."""
 
 import io
 import uuid
@@ -18,7 +16,8 @@
 
 def test_target_id_does_not_exist(mock_database: VuforiaDatabase) -> None:
     """
-    Commands which take a target ID show an error if that does not map to a
+    Commands which take a target ID show an error if that does not map
+    to a
     target in the database.
     """
     runner = CliRunner()
@@ -80,8 +79,10 @@ def test_fail_bad_request(
     high_quality_image: io.BytesIO,
     tmp_path: Path,
 ) -> None:
-    """An error is given when Vuforia returns a ``Fail`` error with a ``400``
-    error code. For example, when the given server access key does not exist.
+    """An error is given when Vuforia returns a ``Fail`` error with a
+    ``400``
+    error code. For example, when the given server access key does not
+    exist.
 
     With ``vws_python`` we cannot get a (guaranteed) 500 error or 422 response
     with a ``Fail`` error.
@@ -118,9 +119,7 @@ def test_metadata_too_large(
     high_quality_image: io.BytesIO,
     tmp_path: Path,
 ) -> None:
-    """
-    An error is given when the given metadata is too large.
-    """
+    """An error is given when the given metadata is too large."""
     new_file = tmp_path / uuid.uuid4().hex
     new_file.write_bytes(data=high_quality_image.getvalue())
     runner = CliRunner()
@@ -151,9 +150,7 @@ def test_image_too_large(
     png_too_large: io.BytesIO,
     tmp_path: Path,
 ) -> None:
-    """
-    An error is given when the given image is too large.
-    """
+    """An error is given when the given image is too large."""
     runner = CliRunner()
     new_file = tmp_path / uuid.uuid4().hex
     image_data = png_too_large.getvalue()
@@ -190,7 +187,8 @@ def test_target_name_exist(
     tmp_path: Path,
 ) -> None:
     """
-    An error is given when there is already a target with the given name.
+    An error is given when there is already a target with the given
+    name.
     """
     name = "foobar"
     vws_client.add_target(
@@ -235,7 +233,8 @@ def test_project_inactive(
     tmp_path: Path,
 ) -> None:
     """
-    An error is given if the project is inactive and the desired action cannot
+    An error is given if the project is inactive and the desired action
+    cannot
     be taken because of this.
     """
     new_file = tmp_path / uuid.uuid4().hex
@@ -279,7 +278,8 @@ def test_unknown_vws_error(
     tmp_path: Path,
 ) -> None:
     """
-    When an unknown VWS error is given, e.g. what is given when some bad names
+    When an unknown VWS error is given, e.g. what is given when some bad
+    names
     are given, an error is given.
     """
     runner = CliRunner()
@@ -323,7 +323,8 @@ def test_target_status_processing(
     mock_database: VuforiaDatabase,
 ) -> None:
     """
-    An error is given when trying to delete a target which is processing.
+    An error is given when trying to delete a target which is
+    processing.
     """
     runner = CliRunner()
 
@@ -366,7 +367,8 @@ def test_target_status_not_success(
     mock_database: VuforiaDatabase,
 ) -> None:
     """
-    An error is given when updating a target which has a status which is not
+    An error is given when updating a target which has a status which is
+    not
     "Success".
     """
     runner = CliRunner()
@@ -404,9 +406,7 @@ def test_target_status_not_success(
 
 
 def test_authentication_failure(mock_database: VuforiaDatabase) -> None:
-    """
-    An error is given when the secret key is incorrect.
-    """
+    """An error is given when the secret key is incorrect."""
     runner = CliRunner()
     commands = [
         "list-targets",
@@ -430,7 +430,8 @@ def test_authentication_failure(mock_database: VuforiaDatabase) -> None:
 
 def test_request_time_too_skewed(mock_database: VuforiaDatabase) -> None:
     """
-    An error is given when the request time is more than 5 minutes different
+    An error is given when the request time is more than 5 minutes
+    different
     from the server time.
     """
     runner = CliRunner()
diff --git a/uv.lock b/uv.lock
index 524e9284..76b5d6f9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -392,19 +392,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/73/fa/fb5ceaad739d7126df95ff7f55183ce822e1695a46fc4c287781d74d6255/doccmd-2026.1.23.4-py2.py3-none-any.whl", hash = "sha256:3a17bb8deaa3b7bbee726fbe69e21036b5816e5298dac1f179e928f9c60ab3b5", size = 18398, upload-time = "2026-01-23T13:40:39.492Z" },
 ]
 
-[[package]]
-name = "docformatter"
-version = "1.7.7"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "charset-normalizer" },
-    { name = "untokenize" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/2a/7b/ee08cb5fe2627ed0b6f0cc4a1c6be6c9c71de5a3e9785de8174273fc3128/docformatter-1.7.7.tar.gz", hash = "sha256:ea0e1e8867e5af468dfc3f9e947b92230a55be9ec17cd1609556387bffac7978", size = 26587, upload-time = "2025-05-11T04:54:04.356Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/dc/b4/a7ec1eaee86761a9dbfd339732b4706db3c6b65e970c12f0f56cfcce3dcf/docformatter-1.7.7-py3-none-any.whl", hash = "sha256:7af49f8a46346a77858f6651f431b882c503c2f4442c8b4524b920c863277834", size = 33525, upload-time = "2025-05-11T04:54:03.353Z" },
-]
-
 [[package]]
 name = "docutils"
 version = "0.21.2"
@@ -1335,6 +1322,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c1/60/5d4751ba3f4a40a6891f24eec885f51afd78d208498268c734e256fb13c4/pydantic_settings-2.12.0-py3-none-any.whl", hash = "sha256:fddb9fd99a5b18da837b29710391e945b1e30c135477f484084ee513adb93809", size = 51880, upload-time = "2025-11-10T14:25:45.546Z" },
 ]
 
+[[package]]
+name = "pydocstringformatter"
+version = "0.7.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/b3/51/5c21963eb7bdba245ec808fdb0ef8abc0cd87ef674f2b6ba1fd76f3a0ffa/pydocstringformatter-0.7.3.tar.gz", hash = "sha256:dfcc07bec1706803d563275e282ef9e629b02dc19983ec6778d07a9f500bb62b", size = 24024, upload-time = "2023-01-02T15:09:30.152Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3a/38/b3a99e9cc66941e044ad3d40e90a72b1191925b8af13e3e4d8edc5c0eb87/pydocstringformatter-0.7.3-py3-none-any.whl", hash = "sha256:3654f52c49fc729b49712d1e7c49384dfd253bdffeda4939e79dab31491c563f", size = 31287, upload-time = "2023-01-02T15:09:28.904Z" },
+]
+
 [[package]]
 name = "pyenchant"
 version = "3.3.0"
@@ -2322,12 +2318,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1", size = 348521, upload-time = "2025-12-13T17:45:33.889Z" },
 ]
 
-[[package]]
-name = "untokenize"
-version = "0.1.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f7/46/e7cea8159199096e1df52da20a57a6665da80c37fb8aeb848a3e47442c32/untokenize-0.1.1.tar.gz", hash = "sha256:3865dbbbb8efb4bb5eaa72f1be7f3e0be00ea8b7f125c69cbd1f5fda926f37a2", size = 3099, upload-time = "2014-02-08T16:30:40.631Z" }
-
 [[package]]
 name = "urllib3"
 version = "2.6.3"
@@ -2372,7 +2362,6 @@ dev = [
     { name = "deptry" },
     { name = "doc8" },
     { name = "doccmd" },
-    { name = "docformatter" },
     { name = "freezegun" },
     { name = "furo" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32'" },
@@ -2380,6 +2369,7 @@ dev = [
     { name = "mypy", extra = ["faster-cache"] },
     { name = "mypy-strict-kwargs" },
     { name = "prek" },
+    { name = "pydocstringformatter" },
     { name = "pylint", extra = ["spelling"] },
     { name = "pyproject-fmt" },
     { name = "pyrefly" },
@@ -2423,7 +2413,6 @@ requires-dist = [
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
     { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.23.4" },
-    { name = "docformatter", marker = "extra == 'dev'", specifier = "==1.7.7" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
@@ -2432,6 +2421,7 @@ requires-dist = [
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
+    { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.3" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.11.1" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.49.0" },

From 7897c34815b7b037760feb4a50c70a6ed6432b04 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 26 Jan 2026 12:29:13 +0000
Subject: [PATCH 321/792] Remove --example-workers 0 due to mypy bug (#1892)

See https://github.com/python/mypy/issues/18283
---
 .pre-commit-config.yaml | 23 +++++++++--------------
 1 file changed, 9 insertions(+), 14 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3fe643b8..9251b220 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -185,8 +185,7 @@ repos:
       - id: mypy-docs
         name: mypy-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
-          --command="mypy"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="mypy"
         language: python
         types_or: [markdown, rst]
 
@@ -210,8 +209,7 @@ repos:
       - id: pyright-docs
         name: pyright-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
-          --command="pyright"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pyright"
         language: python
         types_or: [markdown, rst]
 
@@ -226,8 +224,7 @@ repos:
 
       - id: vulture-docs
         name: vulture docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
-          --command="vulture"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="vulture"
         language: python
         types_or: [python]
         pass_filenames: false
@@ -261,8 +258,7 @@ repos:
 
       - id: pylint-docs
         name: pylint-docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
-          --command="pylint"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pylint"
         language: python
         stages: [manual]
         types_or: [markdown, rst]
@@ -302,8 +298,7 @@ repos:
 
       - id: interrogate-docs
         name: interrogate docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
-          --command="interrogate"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="interrogate"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]
@@ -381,8 +376,8 @@ repos:
       - id: ty-docs
         name: ty-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
-          --command="ty check"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="ty
+          check"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]
@@ -424,8 +419,8 @@ repos:
       - id: pyrefly-docs
         name: pyrefly-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
-          --command="pyrefly check"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pyrefly
+          check"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]

From 874e5492f0a6cff239682d32d012cd2c64201e10 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 26 Jan 2026 12:49:28 +0000
Subject: [PATCH 322/792] Fix: Remove --example-workers 0 only from mypy-docs
 (#1893)

* Remove --example-workers 0 only from mypy-docs hook

This reverts the previous incorrect change that removed --example-workers 0 from all
hooks, and correctly removes it only from mypy-docs.

See https://github.com/python/mypy/issues/18283

* [pre-commit.ci lite] apply automatic fixes

* Add comment explaining why --example-workers 0 is not used for mypy-docs

---------

Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml | 21 +++++++++++++--------
 1 file changed, 13 insertions(+), 8 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9251b220..3b42c609 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -182,6 +182,7 @@ repos:
         pass_filenames: false
         additional_dependencies: [uv==0.9.5]
 
+      # We do not use --example-workers 0 due to https://github.com/python/mypy/issues/18283
       - id: mypy-docs
         name: mypy-docs
         stages: [pre-push]
@@ -209,7 +210,8 @@ repos:
       - id: pyright-docs
         name: pyright-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pyright"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="pyright"
         language: python
         types_or: [markdown, rst]
 
@@ -224,7 +226,8 @@ repos:
 
       - id: vulture-docs
         name: vulture docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="vulture"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="vulture"
         language: python
         types_or: [python]
         pass_filenames: false
@@ -258,7 +261,8 @@ repos:
 
       - id: pylint-docs
         name: pylint-docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pylint"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="pylint"
         language: python
         stages: [manual]
         types_or: [markdown, rst]
@@ -298,7 +302,8 @@ repos:
 
       - id: interrogate-docs
         name: interrogate docs
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="interrogate"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="interrogate"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]
@@ -376,8 +381,8 @@ repos:
       - id: ty-docs
         name: ty-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="ty
-          check"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="ty check"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]
@@ -419,8 +424,8 @@ repos:
       - id: pyrefly-docs
         name: pyrefly-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="pyrefly
-          check"
+        entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
+          --command="pyrefly check"
         language: python
         types_or: [markdown, rst]
         additional_dependencies: [uv==0.9.5]

From 7bb2fe884b968fe6ab7187a2c98f6c20d46e871d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 26 Jan 2026 23:34:23 +0000
Subject: [PATCH 323/792] Bump actions/setup-python from 5 to 6

Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5 to 6.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/setup-python
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8d21b197..b7821933 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -259,7 +259,7 @@ jobs:
           ref: ${{ needs.build.outputs.new_tag }}
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.13'
 

From 969e67b06af7f691e93b15a755a47e2ad0f8fbac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 26 Jan 2026 23:34:46 +0000
Subject: [PATCH 324/792] Bump doccmd from 2026.1.23.4 to 2026.1.25

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.23.4 to 2026.1.25.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.23.4...2026.01.25)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.25
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b569c40d..b6e186fb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.23.4",
+    "doccmd==2026.1.25",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From c9251ba6c06b6e6bf295c3b99b496dee5c578ad3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 26 Jan 2026 23:34:52 +0000
Subject: [PATCH 325/792] Bump pydocstringformatter from 0.7.3 to 0.7.5

Bumps [pydocstringformatter](https://github.com/DanielNoord/pydocstringformatter) from 0.7.3 to 0.7.5.
- [Release notes](https://github.com/DanielNoord/pydocstringformatter/releases)
- [Commits](https://github.com/DanielNoord/pydocstringformatter/compare/v0.7.3...v0.7.5)

---
updated-dependencies:
- dependency-name: pydocstringformatter
  dependency-version: 0.7.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b569c40d..73337446 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.0",
-    "pydocstringformatter==0.7.3",
+    "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
     "pyrefly==0.49.0",

From 9eaf601a20e6e0a33dd81f0f0a42b1ded9f1e1a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 26 Jan 2026 23:35:32 +0000
Subject: [PATCH 326/792] Bump pyrefly from 0.49.0 to 0.50.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.49.0 to 0.50.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.49.0...0.50.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.50.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b569c40d..88bfb27d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.3",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.49.0",
+    "pyrefly==0.50.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From e119d22098fdd57762f060468129c77fe7204718 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 27 Jan 2026 04:54:09 +0000
Subject: [PATCH 327/792] Support Python 3.14 (#1898)

---
 .github/workflows/ci.yml |  4 +---
 pyproject.toml           |  3 ++-
 uv.lock                  | 38 +++++++++++++++++++-------------------
 3 files changed, 22 insertions(+), 23 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 48043e9d..709ea283 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -1,5 +1,4 @@
 ---
-
 name: Test
 
 on:
@@ -16,10 +15,9 @@ permissions: {}
 
 jobs:
   build:
-
     strategy:
       matrix:
-        python-version: ['3.13']
+        python-version: ['3.13', '3.14']
         platform: [ubuntu-latest, windows-latest]
 
     runs-on: ${{ matrix.platform }}
diff --git a/pyproject.toml b/pyproject.toml
index f23e35e0..f78bb288 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,6 +26,7 @@ classifiers = [
     "Operating System :: POSIX",
     "Programming Language :: Python :: 3 :: Only",
     "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
 ]
 dynamic = [
     "version",
@@ -310,7 +311,7 @@ pep621_dev_dependency_groups = [
 [tool.pyproject-fmt]
 indent = 4
 keep_full_version = true
-max_supported_python = "3.13"
+max_supported_python = "3.14"
 
 [tool.pytest.ini_options]
 
diff --git a/uv.lock b/uv.lock
index 76b5d6f9..3f360b95 100644
--- a/uv.lock
+++ b/uv.lock
@@ -375,7 +375,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.1.23.4"
+version = "2026.1.25"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -387,9 +387,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/89/b3/c0dbdb5861d9bb91b88fbb4fb345638443753b7fe9522e52eb341a057330/doccmd-2026.1.23.4.tar.gz", hash = "sha256:74337971d34d8861eccaf0a0b6c8d8aa4375e05aa5d7575339276f2b4481f3fe", size = 180250, upload-time = "2026-01-23T13:40:40.703Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/03/99/ea7d447c5467190038119763781063e76479a3c06bee26e1fa8ffe49fb14/doccmd-2026.1.25.tar.gz", hash = "sha256:f08cc5b26dcddd178c2e2b8fc28e03fd89dd27bb68c1b5ac426a1eeaabcef5b1", size = 180471, upload-time = "2026-01-25T10:48:14.279Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/73/fa/fb5ceaad739d7126df95ff7f55183ce822e1695a46fc4c287781d74d6255/doccmd-2026.1.23.4-py2.py3-none-any.whl", hash = "sha256:3a17bb8deaa3b7bbee726fbe69e21036b5816e5298dac1f179e928f9c60ab3b5", size = 18398, upload-time = "2026-01-23T13:40:39.492Z" },
+    { url = "https://files.pythonhosted.org/packages/12/da/e3c8ed9a741e33aefb8609e9bf59c4869486dea9bd1a9fb151697c92fade/doccmd-2026.1.25-py2.py3-none-any.whl", hash = "sha256:e0b74cad594c5b3f00a073c2efc046df13e92eac04408eeffc8b3c1d638fc20e", size = 18384, upload-time = "2026-01-25T10:48:12.144Z" },
 ]
 
 [[package]]
@@ -1324,11 +1324,11 @@ wheels = [
 
 [[package]]
 name = "pydocstringformatter"
-version = "0.7.3"
+version = "0.7.5"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b3/51/5c21963eb7bdba245ec808fdb0ef8abc0cd87ef674f2b6ba1fd76f3a0ffa/pydocstringformatter-0.7.3.tar.gz", hash = "sha256:dfcc07bec1706803d563275e282ef9e629b02dc19983ec6778d07a9f500bb62b", size = 24024, upload-time = "2023-01-02T15:09:30.152Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b0/37/f6d5ff68893c8b4ae194d6dd9df31be2cceacfae5256c840b9e216fd20de/pydocstringformatter-0.7.5.tar.gz", hash = "sha256:e9cbd134d6279360fd2bcaad94680cec02aa20a22560375c5ffd495fcfbcf92d", size = 30474, upload-time = "2025-07-12T10:12:46.089Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3a/38/b3a99e9cc66941e044ad3d40e90a72b1191925b8af13e3e4d8edc5c0eb87/pydocstringformatter-0.7.3-py3-none-any.whl", hash = "sha256:3654f52c49fc729b49712d1e7c49384dfd253bdffeda4939e79dab31491c563f", size = 31287, upload-time = "2023-01-02T15:09:28.904Z" },
+    { url = "https://files.pythonhosted.org/packages/81/ed/e70e413b537b7809badcd275a5f050301dafbe54efd1ae9d392ed2943c40/pydocstringformatter-0.7.5-py3-none-any.whl", hash = "sha256:7daed355f11244f64571d119e49e7328365ea9b545f88256a47b550f213d23eb", size = 31433, upload-time = "2025-07-12T10:12:44.619Z" },
 ]
 
 [[package]]
@@ -1414,18 +1414,18 @@ wheels = [
 
 [[package]]
 name = "pyrefly"
-version = "0.49.0"
+version = "0.50.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b4/19/8ad522587672c6bb013e284ee8a326136f6511c74784141f3fd550b99aee/pyrefly-0.49.0.tar.gz", hash = "sha256:d4e9a978d55253d2cd24c0354bd4cf087026d07bd374388c2ae12a3bc26f93fc", size = 4822135, upload-time = "2026-01-20T15:13:48.061Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b5/fd/3de73c11f5f5f9bc493840d54bdac70c7ae7862f4afe3ad6c07b64e21917/pyrefly-0.50.0.tar.gz", hash = "sha256:55daafb02d8cfde54de5f6872a20059a9e34350bff47ec12b8b4f279eac3b8f5", size = 4890579, upload-time = "2026-01-26T21:04:12.475Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5b/47/8c34be1fd5fb3ca74608a71dfece40c4b9d382a8899db8418be9b326ba3f/pyrefly-0.49.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:1cd5516ddab7c745e195fe1470629251962498482025bf2a9a9d53d5bde73729", size = 11644108, upload-time = "2026-01-20T15:13:25.358Z" },
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 ]
 
 [[package]]
@@ -2412,7 +2412,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.23.4" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.25" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
@@ -2421,10 +2421,10 @@ requires-dist = [
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
-    { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.3" },
+    { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.11.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.49.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.50.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },

From 8961c2ad2970b24edf194855df20eb4efadef00a Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 27 Jan 2026 06:17:51 +0000
Subject: [PATCH 328/792] Remove Pydocstringformatter ignore (#1899)

* Support Python 3.14

* Remove ignore for pydocstringformatter
---
 .pre-commit-config.yaml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3b42c609..20d0dfb2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -133,8 +133,6 @@ repos:
         entry: uv run --extra=dev pydocstringformatter
         language: python
         types_or: [python]
-        # We exclude this file to avoid https://github.com/PyCQA/docformatter/issues/291.
-        exclude: src/vws_cli/commands.py
         additional_dependencies: [uv==0.9.5]
         stages: [pre-commit]
 

From 3a4c4a819880bad0d00232296c0b8987a1a44b4b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 Jan 2026 22:23:09 +0000
Subject: [PATCH 329/792] Bump ty from 0.0.13 to 0.0.14

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.13 to 0.0.14.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.13...0.0.14)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.14
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f78bb288..6d50a1cd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.13",
+    "ty==0.0.14",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 65d3732bd6647ac8c445269e530e0c7fe6640974 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 27 Jan 2026 22:23:58 +0000
Subject: [PATCH 330/792] Bump doccmd from 2026.1.25 to 2026.1.27.4

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.25 to 2026.1.27.4.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.25...2026.01.27.4)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.27.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f78bb288..17c31055 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.25",
+    "doccmd==2026.1.27.4",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 3d53858a161cfbf6254ba4c2c32526da9bb052c4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 28 Jan 2026 22:23:50 +0000
Subject: [PATCH 331/792] Bump doccmd from 2026.1.27.4 to 2026.1.28

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.27.4 to 2026.1.28.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.27.4...2026.01.28)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.28
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a72084e4..fe008224 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.27.4",
+    "doccmd==2026.1.28",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 61fce32cf1b98f3e9de8ddf78837bd6656933be0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 29 Jan 2026 22:23:32 +0000
Subject: [PATCH 332/792] Bump pyrefly from 0.50.0 to 0.50.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.50.0 to 0.50.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.50.0...0.50.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.50.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fe008224..5c8d2754 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.50.0",
+    "pyrefly==0.50.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 23532d25162259a0bed5a14da8acc36d2f09669a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 03:36:01 +0000
Subject: [PATCH 333/792] Bump pyrefly from 0.50.1 to 0.51.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.50.1 to 0.51.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.50.1...0.51.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.51.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5c8d2754..29bb03e4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.11.1",
-    "pyrefly==0.50.1",
+    "pyrefly==0.51.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 52991e675a236bccc4bfb3fdde5112bf4c38817a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 03:36:38 +0000
Subject: [PATCH 334/792] Bump doccmd from 2026.1.28 to 2026.1.31.3

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.28 to 2026.1.31.3.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.28...2026.01.31.3)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.1.31.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5c8d2754..9f4c1468 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.28",
+    "doccmd==2026.1.31.3",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 902e8adbe7ac33e3551609127753b9d8aefb8240 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 03:40:24 +0000
Subject: [PATCH 335/792] Bump pyproject-fmt from 2.11.1 to 2.12.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.11.1 to 2.12.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.11.1...pyproject-fmt/2.12.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.12.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 29bb03e4..b27644db 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.11.1",
+    "pyproject-fmt==2.12.1",
     "pyrefly==0.51.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From f2952e15978c6e3143cccfb1efbee5b0c84a686f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 03:41:42 +0000
Subject: [PATCH 336/792] Bump pyproject-fmt from 2.11.1 to 2.12.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.11.1 to 2.12.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.11.1...pyproject-fmt/2.12.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.12.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 135 ++++++++++++++++++++++++++-----------------------
 2 files changed, 74 insertions(+), 63 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index e0bdc063..20e8beac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.11.1",
+    "pyproject-fmt==2.12.1",
     "pyrefly==0.51.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 3f360b95..2e0de59b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -375,7 +375,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.1.25"
+version = "2026.1.31.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -383,13 +383,14 @@ dependencies = [
     { name = "click" },
     { name = "click-compose" },
     { name = "cloup" },
+    { name = "dulwich" },
     { name = "pygments" },
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
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+    { url = "https://files.pythonhosted.org/packages/ad/0c/186829654f5bfd9a028f6648e9caeb11271960a61de97484627d24443f91/ty-0.0.14-py3-none-win_arm64.whl", hash = "sha256:b6facdbe9b740cb2c15293a1d178e22ffc600653646452632541d01c36d5e378", size = 9885831, upload-time = "2026-01-27T00:57:49.747Z" },
 ]
 
 [[package]]
@@ -2412,7 +2423,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.25" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.31.3" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
@@ -2423,8 +2434,8 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.11.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.50.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.12.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.51.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },
@@ -2443,7 +2454,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.13" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.14" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2025.3.10.1" },

From 06ee0179a0ff10f9ac8773505e44e7de736961df Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 3 Feb 2026 09:39:27 +0000
Subject: [PATCH 337/792] Apply pyproject-fmt formatting changes

---
 pyproject.toml | 32 ++++++++++++++++----------------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b27644db..0859e7c8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,16 +94,16 @@ scripts.vws = "vws_cli:vws_group"
 [tool.setuptools]
 zip-safe = false
 
-[tool.setuptools.packages.find]
-where = [
-    "src",
-]
-
 [tool.setuptools.package-data]
 vws_cli = [
     "py.typed",
 ]
 
+[tool.setuptools.packages.find]
+where = [
+    "src",
+]
+
 [tool.setuptools_scm]
 # We write the version to a file so that we can import it.
 # We choose a ``.py`` file so that we can read it without
@@ -160,6 +160,12 @@ lint.pydocstyle.convention = "google"
 
 [tool.pylint]
 
+[tool.pylint.'FORMAT']
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt = false
+
 [tool.pylint.'MASTER']
 
 # Pickle collected data for later comparisons.
@@ -250,12 +256,6 @@ disable = [
     'wrong-import-order',
 ]
 
-[tool.pylint.'FORMAT']
-
-# Allow the body of an if to be on the same line as the test if there is no
-# else.
-single-line-if-stmt = false
-
 [tool.pylint.'SPELLING']
 
 # Spelling dictionary name. Available dictionaries: none. To make it working
@@ -318,6 +318,11 @@ max_supported_python = "3.14"
 xfail_strict = true
 log_cli = true
 
+[tool.coverage.report]
+exclude_also = [
+    "if TYPE_CHECKING:",
+]
+
 [tool.coverage.run]
 
 branch = true
@@ -325,11 +330,6 @@ omit = [
     'src/vws_cli/_setuptools_scm_version.py',
 ]
 
-[tool.coverage.report]
-exclude_also = [
-    "if TYPE_CHECKING:",
-]
-
 [tool.mypy]
 
 strict = true

From 52a3980a4b176a1e27806367cd4cc4079ee857be Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 3 Feb 2026 09:42:31 +0000
Subject: [PATCH 338/792] Apply pyproject-fmt formatting changes

---
 pyproject.toml | 32 ++++++++++++++++----------------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 20e8beac..51458c5a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -94,16 +94,16 @@ scripts.vws = "vws_cli:vws_group"
 [tool.setuptools]
 zip-safe = false
 
-[tool.setuptools.packages.find]
-where = [
-    "src",
-]
-
 [tool.setuptools.package-data]
 vws_cli = [
     "py.typed",
 ]
 
+[tool.setuptools.packages.find]
+where = [
+    "src",
+]
+
 [tool.setuptools_scm]
 # We write the version to a file so that we can import it.
 # We choose a ``.py`` file so that we can read it without
@@ -160,6 +160,12 @@ lint.pydocstyle.convention = "google"
 
 [tool.pylint]
 
+[tool.pylint.'FORMAT']
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt = false
+
 [tool.pylint.'MASTER']
 
 # Pickle collected data for later comparisons.
@@ -250,12 +256,6 @@ disable = [
     'wrong-import-order',
 ]
 
-[tool.pylint.'FORMAT']
-
-# Allow the body of an if to be on the same line as the test if there is no
-# else.
-single-line-if-stmt = false
-
 [tool.pylint.'SPELLING']
 
 # Spelling dictionary name. Available dictionaries: none. To make it working
@@ -318,6 +318,11 @@ max_supported_python = "3.14"
 xfail_strict = true
 log_cli = true
 
+[tool.coverage.report]
+exclude_also = [
+    "if TYPE_CHECKING:",
+]
+
 [tool.coverage.run]
 
 branch = true
@@ -325,11 +330,6 @@ omit = [
     'src/vws_cli/_setuptools_scm_version.py',
 ]
 
-[tool.coverage.report]
-exclude_also = [
-    "if TYPE_CHECKING:",
-]
-
 [tool.mypy]
 
 strict = true

From 618200b00d38372d65ca4d7022952bf9a9d2ec75 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 09:45:02 +0000
Subject: [PATCH 339/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 135 ++++++++++++++++++++++++++++++--------------------------
 1 file changed, 73 insertions(+), 62 deletions(-)

diff --git a/uv.lock b/uv.lock
index 3f360b95..2e0de59b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -375,7 +375,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.1.25"
+version = "2026.1.31.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -383,13 +383,14 @@ dependencies = [
     { name = "click" },
     { name = "click-compose" },
     { name = "cloup" },
+    { name = "dulwich" },
     { name = "pygments" },
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/03/99/ea7d447c5467190038119763781063e76479a3c06bee26e1fa8ffe49fb14/doccmd-2026.1.25.tar.gz", hash = "sha256:f08cc5b26dcddd178c2e2b8fc28e03fd89dd27bb68c1b5ac426a1eeaabcef5b1", size = 180471, upload-time = "2026-01-25T10:48:14.279Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/cd/dc/0532acb0329aba3bb75daf58c5fadda74ebccb60f74e417b394fb8114e45/doccmd-2026.1.31.3.tar.gz", hash = "sha256:258a3cd7770fe87af611230ebefa0c472e969f8237440c258c8064c6330d06dd", size = 187701, upload-time = "2026-01-31T08:26:56.215Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/ae/18/6ed55f3485bec6159ac330f42b17d4fe594104b2837d454d22b02fd0e4e0/doccmd-2026.1.31.3-py2.py3-none-any.whl", hash = "sha256:bfaf61ba806b012c64945f77778f24c9555dd2b36457221d713d04df8a33cbc7", size = 19939, upload-time = "2026-01-31T08:26:54.306Z" },
 ]
 
 [[package]]
@@ -426,6 +427,27 @@ wheels = [
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 ]
 
+[[package]]
+name = "dulwich"
+version = "1.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ee/df/4178b6465e118e6e74fd78774b451953dd53c09fdec18f2c4b3319dd0485/dulwich-1.0.0.tar.gz", hash = "sha256:3d07104735525f22bfec35514ac611cf328c89b7acb059316a4f6e583c8f09bc", size = 1135862, upload-time = "2026-01-17T23:44:16.357Z" }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/b9/71/7d4ecdf9e0da21ceec3ac05b03c2cac8cf2271a52172fd55dd65a9faa9e7/dulwich-1.0.0-cp313-cp313-android_21_x86_64.whl", hash = "sha256:1d95663441c930631d9d1765dc4f427dcc0662af45f42a0831357e60055ddb84", size = 1417760, upload-time = "2026-01-17T23:43:59.42Z" },
+    { url = "https://files.pythonhosted.org/packages/09/3d/0486cefda75c7e9ea8d8dbdeaa014d618e694bc75734f073927135b37a4b/dulwich-1.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:78542a62fabea894943a1d01c9c477a56eee5f7d58d3bdee42c7e0622ddf6893", size = 1316186, upload-time = "2026-01-17T23:44:01.334Z" },
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+    { url = "https://files.pythonhosted.org/packages/27/61/4974b3f593c3c1f7cf3656ca184246261632b81a27827ca453956d7b817e/dulwich-1.0.0-cp314-cp314-android_24_x86_64.whl", hash = "sha256:fc791771859258ffbe34a6579ece30684a535ae0341fd2f5adfa5f64cc885c13", size = 1435697, upload-time = "2026-01-17T23:44:12.708Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/99/4543953d2f7c1a940c1373362a70d253b85860be64b4ef8885bf8bfb340b/dulwich-1.0.0-py3-none-any.whl", hash = "sha256:221be803b71b060c928e9faae4ab3e259ff5beac6e0c251ba3c176b51b5c2ffb", size = 647950, upload-time = "2026-01-17T23:44:14.449Z" },
+]
+
 [[package]]
 name = "filelock"
 version = "3.20.3"
@@ -1376,31 +1398,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.11.1"
+version = "2.12.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 ]
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@@ -2412,7 +2423,7 @@ requires-dist = [
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     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.25" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.31.3" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
@@ -2423,8 +2434,8 @@ requires-dist = [
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     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.11.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.50.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.12.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.51.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },
@@ -2443,7 +2454,7 @@ requires-dist = [
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     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.13" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.14" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2025.3.10.1" },

From a620f43b1c1111f8eb6de3595d01d9bb3f86581a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 22:24:00 +0000
Subject: [PATCH 340/792] Bump ruff from 0.14.14 to 0.15.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.14 to 0.15.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.14...0.15.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 51458c5a..098990cc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.9.1",
-    "ruff==0.14.14",
+    "ruff==0.15.0",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 61e37edb38bacdb44124cc430c0574a9db1c463b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Feb 2026 22:28:06 +0000
Subject: [PATCH 341/792] Bump ruff from 0.14.14 to 0.15.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.14 to 0.15.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.14...0.15.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 45 ++++++++++++++++++++++-----------------------
 2 files changed, 23 insertions(+), 24 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 51458c5a..098990cc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.9.1",
-    "ruff==0.14.14",
+    "ruff==0.15.0",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 2e0de59b..c2dab29d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1732,28 +1732,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2442,7 +2441,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.0.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.9.1" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.14.14" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.0" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },

From 373ac1343978c5c31765e32886695305887f8478 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 5 Feb 2026 22:23:26 +0000
Subject: [PATCH 342/792] Bump ty from 0.0.14 to 0.0.15

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.14 to 0.0.15.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.14...0.0.15)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.15
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 098990cc..6c0e092d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.14",
+    "ty==0.0.15",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From d74fa716bcd62118748c4a628ebb97adae69fcad Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 5 Feb 2026 22:23:57 +0000
Subject: [PATCH 343/792] Bump pyrefly from 0.51.0 to 0.51.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.51.0 to 0.51.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.51.0...0.51.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.51.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 098990cc..8bfd5f03 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.12.1",
-    "pyrefly==0.51.0",
+    "pyrefly==0.51.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From b34385641454b6cdff477bc3205fa8bba097b19e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 5 Feb 2026 22:26:49 +0000
Subject: [PATCH 344/792] Bump ty from 0.0.14 to 0.0.15

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.14 to 0.0.15.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.14...0.0.15)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.15
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 098990cc..6c0e092d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.14",
+    "ty==0.0.15",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
diff --git a/uv.lock b/uv.lock
index c2dab29d..9dd4f2e4 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2252,26 +2252,26 @@ wheels = [
 
 [[package]]
 name = "ty"
-version = "0.0.14"
+version = "0.0.15"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/57/22c3d6bf95c2229120c49ffc2f0da8d9e8823755a1c3194da56e51f1cc31/ty-0.0.14.tar.gz", hash = "sha256:a691010565f59dd7f15cf324cdcd1d9065e010c77a04f887e1ea070ba34a7de2", size = 5036573, upload-time = "2026-01-27T00:57:31.427Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4e/25/257602d316b9333089b688a7a11b33ebc660b74e8dacf400dc3dfdea1594/ty-0.0.15.tar.gz", hash = "sha256:4f9a5b8df208c62dba56e91b93bed8b5bb714839691b8cff16d12c983bfa1174", size = 5101936, upload-time = "2026-02-05T01:06:34.922Z" }
 wheels = [
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 ]
 
 [[package]]
@@ -2453,7 +2453,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.14" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.15" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2025.3.10.1" },

From 28f21673fc661f10d2be5d6b3d5112e6481fd00e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 7 Feb 2026 06:28:33 +0000
Subject: [PATCH 345/792] Document Winget packages (#1909)

* Add winget publish support

* Document winget packages

* Fix Winget release regex

* Add winget to spelling dictionary

* Add winget token to release workflow

* Remove duplicate Winget entry
---
 .github/workflows/release.yml   | 25 +++++++++++++++++++++++++
 CHANGELOG.rst                   |  2 ++
 README.rst                      | 12 ++++++++++++
 docs/source/install.rst         | 12 ++++++++++++
 docs/source/release-process.rst |  1 +
 spelling_private_dict.txt       |  2 ++
 6 files changed, 54 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b7821933..6822265c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -3,6 +3,9 @@ name: Release
 
 on: workflow_dispatch
 
+permissions:
+  contents: read
+
 jobs:
   build:
     name: Publish a release
@@ -369,3 +372,25 @@ jobs:
         run: |-
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-macos --clobber
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-macos --clobber
+
+  publish-to-winget:
+    name: Publish to WinGet
+    needs: [build, build-windows]
+    runs-on: windows-latest
+    permissions:
+      contents: read
+
+    steps:
+      - uses: vedantmgoyal9/winget-releaser@v2
+        with:
+          identifier: VWSPython.vws-cli
+          version: ${{ needs.build.outputs.new_tag }}
+          installers-regex: ^vws-windows\.exe$
+          token: ${{ secrets.WINGET_TOKEN }}
+
+      - uses: vedantmgoyal9/winget-releaser@v2
+        with:
+          identifier: VWSPython.vuforia-cloud-reco
+          version: ${{ needs.build.outputs.new_tag }}
+          installers-regex: ^vuforia-cloud-reco-windows\.exe$
+          token: ${{ secrets.WINGET_TOKEN }}
diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index d30046df..2d78e91c 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,8 @@ Changelog
 Next
 ----
 
+* Add support for installing with winget on Windows.
+
 2026.01.25.1
 ------------
 
diff --git a/README.rst b/README.rst
index 002368f2..624fe1ec 100644
--- a/README.rst
+++ b/README.rst
@@ -69,6 +69,18 @@ To use ``vuforia-cloud-reco``:
 
    $ docker run --rm --entrypoint vuforia-cloud-reco "ghcr.io/vws-python/vws-cli" --help
 
+With winget (Windows)
+^^^^^^^^^^^^^^^^^^^^^
+
+Requires `winget`_.
+
+.. code-block:: console
+
+   $ winget install --id VWSPython.vws-cli --source winget --exact
+   $ winget install --id VWSPython.vuforia-cloud-reco --source winget --exact
+
+.. _winget: https://docs.microsoft.com/windows/package-manager/winget/
+
 Pre-built Linux binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^
 
diff --git a/docs/source/install.rst b/docs/source/install.rst
index f264f830..157d0eaf 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -61,6 +61,18 @@ To use ``vuforia-cloud-reco``:
 
    $ docker run --rm --entrypoint vuforia-cloud-reco "|docker-image|" --help
 
+With winget (Windows)
+~~~~~~~~~~~~~~~~~~~~~
+
+Requires winget_.
+
+.. code-block:: console
+
+   $ winget install --id VWSPython.vws-cli --source winget --exact
+   $ winget install --id VWSPython.vuforia-cloud-reco --source winget --exact
+
+.. _winget: https://docs.microsoft.com/windows/package-manager/winget/
+
 Pre-built Linux (x86) binaries
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
diff --git a/docs/source/release-process.rst b/docs/source/release-process.rst
index 29c8d079..ef379676 100644
--- a/docs/source/release-process.rst
+++ b/docs/source/release-process.rst
@@ -8,6 +8,7 @@ Outcomes
 * A new package on PyPI.
 * A new Homebrew recipe available to install.
 * A new Docker image on GitHub Container Registry.
+* New Winget packages available to install.
 
 Perform a Release
 ~~~~~~~~~~~~~~~~~
diff --git a/spelling_private_dict.txt b/spelling_private_dict.txt
index e35df8e9..0288fa84 100644
--- a/spelling_private_dict.txt
+++ b/spelling_private_dict.txt
@@ -1,3 +1,4 @@
+Winget
 admin
 api
 args
@@ -36,3 +37,4 @@ versioned
 vuforia
 vwq
 vws
+winget

From 2b393a946e3e62568c26a18981c7a9ee788b1a4a Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sat, 7 Feb 2026 06:29:15 +0000
Subject: [PATCH 346/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 2d78e91c..e48216f0 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.02.07
+----------
+
+
 * Add support for installing with winget on Windows.
 
 2026.01.25.1
diff --git a/VERSION b/VERSION
index 531669e9..3c066068 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.01.25.1
+2026.02.07

From 641f48ff3c7bf411fa5db8f2670ac824a66e869e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 7 Feb 2026 06:41:58 +0000
Subject: [PATCH 347/792] Fix WinGet publish by setting release-tag explicitly
 (#1924)

The winget-releaser action defaults release-tag to
github.event.release.tag_name, which is empty for workflow_dispatch
triggers. This caused the action to fall back to the branch name 'main',
resulting in a 404 when looking up the release.

Set release-tag to the actual version tag from the build job output.
---
 .github/workflows/release.yml |  2 ++
 uv.lock                       | 23 ++++++++++++-----------
 2 files changed, 14 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 6822265c..efe135a2 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -385,6 +385,7 @@ jobs:
         with:
           identifier: VWSPython.vws-cli
           version: ${{ needs.build.outputs.new_tag }}
+          release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vws-windows\.exe$
           token: ${{ secrets.WINGET_TOKEN }}
 
@@ -392,5 +393,6 @@ jobs:
         with:
           identifier: VWSPython.vuforia-cloud-reco
           version: ${{ needs.build.outputs.new_tag }}
+          release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vuforia-cloud-reco-windows\.exe$
           token: ${{ secrets.WINGET_TOKEN }}
diff --git a/uv.lock b/uv.lock
index 9dd4f2e4..09c3538f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1425,18 +1425,18 @@ wheels = [
 
 [[package]]
 name = "pyrefly"
-version = "0.51.0"
+version = "0.51.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e9/bd/b8065b801b4058954577afa3f78bc1dda5f119f7ea353570ba9029db5109/pyrefly-0.51.0.tar.gz", hash = "sha256:99467db60f148bb6965c45cdc3e769d94b704100e9d57b6455cc6796e5a9e7b1", size = 4918889, upload-time = "2026-02-02T15:32:58.45Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/cd/9fba932665ef1049cbf4cdbdefd997f02802c69373b97ec8aa07ab9fc003/pyrefly-0.51.1.tar.gz", hash = "sha256:5835c93e568a7507926095b67ef269ecf3842eba604c0ac49290943b2b3bb21b", size = 4947820, upload-time = "2026-02-05T19:04:01.423Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/42/c1/0aa9b4cf5180f481e9f07a8fbfe9c3bc6044ec97612373fdd4f9f6aa49a4/pyrefly-0.51.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:4013f914d3b523a9b1afc25a620a011406f7745ad5cfc5781ec95235bc9cd583", size = 11900057, upload-time = "2026-02-02T15:32:34.353Z" },
-    { url = "https://files.pythonhosted.org/packages/8d/07/6a576ec997845bc8e7d89afebe12bc6386092446330194789d120f6a73f7/pyrefly-0.51.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4a6eeffd5649d393bf457b7c1253f89b33295d475b1cae0f9a21377986708804", size = 11480421, upload-time = "2026-02-02T15:32:37.314Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/0e/1b4675289a29b72818c812d7456031a7cab98532826d207d39465f75712c/pyrefly-0.51.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:beace17854735136134848e5a0e8678b6862ee1144eaeb27f1bb70ff1f8fd9ca", size = 32511878, upload-time = "2026-02-02T15:32:40.136Z" },
-    { url = "https://files.pythonhosted.org/packages/1b/4e/d564711718e4158339397123085da6afcad1c62222efa483cb7db5dab58b/pyrefly-0.51.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40055df65c184d825081e7177b99d277c8a1cb29c6e41a54ff40828d355aa467", size = 34797013, upload-time = "2026-02-02T15:32:43.687Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/db/961162ec2bb74a0cd5d0ef988f71695581449b3c6fce76ede9a984cdc8d1/pyrefly-0.51.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:65689401e35b7d01a1394cdb1bafd46e2f49369b0f9891a333bce3568f100ce2", size = 35915591, upload-time = "2026-02-02T15:32:47.64Z" },
-    { url = "https://files.pythonhosted.org/packages/78/cb/a4adec3f1fbe29b2da3b95c1dd1d0e618bfe5e55f7c2f6f11b02485eb6c5/pyrefly-0.51.0-py3-none-win32.whl", hash = "sha256:525e654aa50bc32bdfdd505dbc233b0cfab8ed2917a62b178c3156e2f80062c0", size = 10887003, upload-time = "2026-02-02T15:32:50.655Z" },
-    { url = "https://files.pythonhosted.org/packages/40/42/270cfe9ec1bb9706813f1e978abec1428f13840486047136fe4f3479dd87/pyrefly-0.51.0-py3-none-win_amd64.whl", hash = "sha256:0aa2db0cbf9f1d8c77a98464d12bcae7bdcbdaad80098a0456abf51d6f2ee275", size = 11654264, upload-time = "2026-02-02T15:32:52.745Z" },
-    { url = "https://files.pythonhosted.org/packages/2f/cc/84dd9579bb4f8af3cdb98a883ec89ba226e1675c79fe2ede3ba4b2f428c0/pyrefly-0.51.0-py3-none-win_arm64.whl", hash = "sha256:bc14eb4f273a5ec2be7318c70a8e5a50e2e9f7a42de3a7f73fb0cfdc7f6996d2", size = 11188662, upload-time = "2026-02-02T15:32:55.713Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/d2/aa49c4ea9190ce52ab610fd17c28f4899ae18844eeaa40576d628f8be17d/pyrefly-0.51.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7d4b9c13edf6a0c1ef1fb80c8429ed1ce023d6c1faa282032b32900bc4ae7fc1", size = 11977835, upload-time = "2026-02-05T19:03:40.659Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/d4/96822a5f5262453a29ac97a07e7098267367bbac8117f6cee9885f320e7c/pyrefly-0.51.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:252d920b21a1ce0e00f077f560e48913370fbff3b6aab4426902eab9a57f5bee", size = 11556062, upload-time = "2026-02-05T19:03:42.95Z" },
+    { url = "https://files.pythonhosted.org/packages/dc/86/c386fd3f04c519c44751c85291d2109b9cdbbfec5a5b4fc79f6648e45cba/pyrefly-0.51.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c48ec5c9f24361e903e1c60a0a32099ddd1d12b47c314414a980db2129ff040d", size = 32847386, upload-time = "2026-02-05T19:03:45.713Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/f4/7bac5a7baba3cb445affd0922fbacb4abdfc3d2abb8784d8b3a65f7c55f3/pyrefly-0.51.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:10e4ee82a90e493a07d4d8bc9683185005169f17454ad56d37c19f4794387581", size = 35150779, upload-time = "2026-02-05T19:03:48.449Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/d3/4947ea6745045a884885d1f30693e6d3f567dee02b1cd80f96d5d83e7246/pyrefly-0.51.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cffebed312e85c4af91b9e398cf26c988ad4b442e815300e8478c1e0176f826a", size = 36274600, upload-time = "2026-02-05T19:03:51.72Z" },
+    { url = "https://files.pythonhosted.org/packages/40/5a/0debe6ee5fe84c4bb1e87a40830d0db757729b2595830391165f0c134ff6/pyrefly-0.51.1-py3-none-win32.whl", hash = "sha256:8ce1693457a4d856faf35ec519f7866ee13dd79d7db085e95caec8eaa21f1450", size = 10967000, upload-time = "2026-02-05T19:03:54.168Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/f6/50b7fe84a79f02681c2aed97dec3710da0bbdf514d1d5703a229c81e20c6/pyrefly-0.51.1-py3-none-win_amd64.whl", hash = "sha256:42c05e88da2f18aeab45e9b0384ef8e776630ed270c8bfcb33e0668757ea2d4f", size = 11747107, upload-time = "2026-02-05T19:03:56.384Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/aa/1fd05568b1c14140e659133efd9a0d8243274bf950d6c10ed64cbc2d51d4/pyrefly-0.51.1-py3-none-win_arm64.whl", hash = "sha256:c0f30432cfaf13c7c2d4188c94146cdaab2ce52bbd292d48c7d18ad4a168ecfb", size = 11270642, upload-time = "2026-02-05T19:03:58.909Z" },
 ]
 
 [[package]]
@@ -2169,6 +2169,7 @@ dependencies = [
     { name = "typing-extensions" },
 ]
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/a4/1b/af5fccb50c341bd69dc016769503cb0857c1423fbe9343410dfeb65240f2/torch-2.10.0-1-cp313-none-macosx_11_0_arm64.whl", hash = "sha256:7350f6652dfd761f11f9ecb590bfe95b573e2961f7a242eccb3c8e78348d26fe", size = 79498248, upload-time = "2026-02-06T17:37:31.982Z" },
     { url = "https://files.pythonhosted.org/packages/c9/6f/f2e91e34e3fcba2e3fc8d8f74e7d6c22e74e480bbd1db7bc8900fdf3e95c/torch-2.10.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:5c4d217b14741e40776dd7074d9006fd28b8a97ef5654db959d8635b2fe5f29b", size = 146004247, upload-time = "2026-01-21T16:24:29.335Z" },
     { url = "https://files.pythonhosted.org/packages/98/fb/5160261aeb5e1ee12ee95fe599d0541f7c976c3701d607d8fc29e623229f/torch-2.10.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:6b71486353fce0f9714ca0c9ef1c850a2ae766b409808acd58e9678a3edb7738", size = 915716445, upload-time = "2026-01-21T16:22:45.353Z" },
     { url = "https://files.pythonhosted.org/packages/6a/16/502fb1b41e6d868e8deb5b0e3ae926bbb36dab8ceb0d1b769b266ad7b0c3/torch-2.10.0-cp313-cp313-win_amd64.whl", hash = "sha256:c2ee399c644dc92ef7bc0d4f7e74b5360c37cdbe7c5ba11318dda49ffac2bc57", size = 113757050, upload-time = "2026-01-21T16:24:19.204Z" },
@@ -2434,7 +2435,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.12.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.51.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.51.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },

From c868eda18bb54d728d39363795746c6a77a8f9b8 Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sat, 7 Feb 2026 06:54:27 +0000
Subject: [PATCH 348/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index e48216f0..26ee0fb9 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.02.07.1
+------------
+
+
 2026.02.07
 ----------
 
diff --git a/VERSION b/VERSION
index 3c066068..5cf32950 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.02.07
+2026.02.07.1

From 742ca48c3acb69e8ab1c2015844a5cfc13fdaf36 Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sat, 7 Feb 2026 07:02:35 +0000
Subject: [PATCH 349/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 26ee0fb9..c166ab58 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.02.07.2
+------------
+
+
 2026.02.07.1
 ------------
 
diff --git a/VERSION b/VERSION
index 5cf32950..e7890faa 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.02.07.1
+2026.02.07.2

From 3c38b2aa00e1c10fa110b56023481735405ee188 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 8 Feb 2026 13:32:13 +0000
Subject: [PATCH 350/792] Bump pyproject-fmt to 2.14.0 (#1925)

* Work around toml-fmt array comment bugs

Avoid tox-dev/toml-fmt#184 (double quotes in comments corrupt arrays)
by using single quotes in comments, and avoid tox-dev/toml-fmt#186
(single-quoted strings in arrays with comments get corrupted) by
converting to double quotes.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Bump pyproject-fmt to 2.14.0 and apply formatting

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* [pre-commit.ci lite] apply automatic fixes

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 pyproject.toml | 187 ++++++++++++++++++++-----------------------------
 uv.lock        |  20 +++---
 2 files changed, 85 insertions(+), 122 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3eaa967d..3d58d956 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.12.1",
+    "pyproject-fmt==2.14.0",
     "pyrefly==0.51.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
@@ -61,10 +61,6 @@ optional-dependencies.dev = [
     "pytest-regressions==2.9.1",
     "ruff==0.15.0",
     "setuptools-scm==9.2.2",
-    # We add shellcheck-py not only for shell scripts and shell code blocks,
-    # but also because having it installed means that ``actionlint-py`` will
-    # use it to lint shell commands in GitHub workflow files.
-    "shellcheck-py==0.11.0.1",
     "shfmt-py==3.12.0.2",
     "sphinx==9.1.0",
     "sphinx-click==6.2.0",
@@ -79,6 +75,10 @@ optional-dependencies.dev = [
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
+    # We add shellcheck-py not only for shell scripts and shell code blocks,
+    # but also because having it installed means that ``actionlint-py`` will
+    # use it to lint shell commands in GitHub workflow files.
+    "shellcheck-py==0.11.0.1",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",
 ]
@@ -93,14 +93,10 @@ scripts.vws = "vws_cli:vws_group"
 
 [tool.setuptools]
 zip-safe = false
-
-[tool.setuptools.package-data]
-vws_cli = [
+package-data.vws_cli = [
     "py.typed",
 ]
-
-[tool.setuptools.packages.find]
-where = [
+packages.find.where = [
     "src",
 ]
 
@@ -112,44 +108,40 @@ version_file = "src/vws_cli/_setuptools_scm_version.py"
 
 [tool.ruff]
 line-length = 79
-
 lint.select = [
     "ALL",
 ]
 lint.ignore = [
-    # Ruff warns that this conflicts with the formatter.
-    "COM812",
-    # Allow our chosen docstring line-style - pydocstringformatter handles formatting
-    # but doesn't enforce D205 (blank line after summary) or D212 (summary on first line).
-    "D205",
-    "D212",
+    # Allow 'assert' as we use it for tests and type narrowing.
+    "S101",
     # Allow backslashes in a docstring.
     # See https://click.palletsprojects.com/en/8.0.x/documentation/#preventing-rewrapping.
     "D301",
+    # Allow our chosen docstring line-style - pydocstringformatter handles formatting
+    # but doesn't enforce D205 (blank line after summary) or D212 (summary on first line).
+    "D205",
+    # Ignore 'too-many-*' errors as they seem to get in the way more than
+    # helping.
+    "PLR0913",
     # Let the formatter handle line lengths, and ignore the errors.
     "E501",
     # Ruff warns that this conflicts with the formatter.
+    "COM812",
+    # Ruff warns that this conflicts with the formatter.
     "ISC001",
-    # Ignore "too-many-*" errors as they seem to get in the way more than
-    # helping.
-    "PLR0913",
-    # Allow 'assert' as we use it for tests and type narrowing.
-    "S101",
+    "D212",
 ]
-
 lint.per-file-ignores."doccmd_*.py" = [
+    # Allow asserts in docs.
+    "S101",
     # Allow our chosen docstring line-style - pydocstringformatter handles
     # formatting but docstrings in docs may not match this style.
     "D200",
-    # Allow asserts in docs.
-    "S101",
 ]
-
 lint.per-file-ignores."tests/test_*.py" = [
     # Do not require tests to have a one-line summary.
     "D205",
 ]
-
 # Do not automatically remove commented out code.
 # We comment out code during development, and with VSCode auto-save, this code
 # is sometimes annoyingly removed.
@@ -159,21 +151,13 @@ lint.unfixable = [
 lint.pydocstyle.convention = "google"
 
 [tool.pylint]
-
-[tool.pylint.'FORMAT']
-
 # Allow the body of an if to be on the same line as the test if there is no
 # else.
-single-line-if-stmt = false
-
-[tool.pylint.'MASTER']
-
+"FORMAT".single-line-if-stmt = false
 # Pickle collected data for later comparisons.
-persistent = true
-
+"MASTER".persistent = true
 # Use multiple processes to speed up Pylint.
-jobs = 0
-
+"MASTER".jobs = 0
 # List of plugins (as comma separated values of python modules names) to load,
 # usually to register additional checkers.
 # See https://chezsoi.org/lucas/blog/pylint-strict-base-configuration.html.
@@ -182,47 +166,41 @@ jobs = 0
 # - pylint.extensions.magic_value
 # - pylint.extensions.while_used
 # as they seemed to get in the way.
-load-plugins = [
-    'pylint.extensions.bad_builtin',
-    'pylint.extensions.comparison_placement',
-    'pylint.extensions.consider_refactoring_into_while_condition',
-    'pylint.extensions.docparams',
-    'pylint.extensions.dunder',
-    'pylint.extensions.eq_without_hash',
-    'pylint.extensions.for_any_all',
-    'pylint.extensions.mccabe',
-    'pylint.extensions.no_self_use',
-    'pylint.extensions.overlapping_exceptions',
-    'pylint.extensions.private_import',
-    'pylint.extensions.redefined_loop_name',
-    'pylint.extensions.redefined_variable_type',
-    'pylint.extensions.set_membership',
-    'pylint.extensions.typing',
+"MASTER".load-plugins = [
+    "pylint.extensions.bad_builtin",
+    "pylint.extensions.comparison_placement",
+    "pylint.extensions.consider_refactoring_into_while_condition",
+    "pylint.extensions.docparams",
+    "pylint.extensions.dunder",
+    "pylint.extensions.eq_without_hash",
+    "pylint.extensions.for_any_all",
+    "pylint.extensions.mccabe",
+    "pylint.extensions.no_self_use",
+    "pylint.extensions.overlapping_exceptions",
+    "pylint.extensions.private_import",
+    "pylint.extensions.redefined_loop_name",
+    "pylint.extensions.redefined_variable_type",
+    "pylint.extensions.set_membership",
+    "pylint.extensions.typing",
 ]
-
 # Allow loading of arbitrary C extensions. Extensions are imported into the
 # active Python interpreter and may run arbitrary code.
-unsafe-load-any-extension = false
-
-ignore = [
-    '_setuptools_scm_version.py',
+"MASTER".unsafe-load-any-extension = false
+"MASTER".ignore = [
+    "_setuptools_scm_version.py",
 ]
-
-[tool.pylint.'MESSAGES CONTROL']
-
 # Enable the message, report, category or checker with the given id(s). You can
 # either give multiple identifier separated by comma (,) or put this option
 # multiple time (only on the command line, not in the configuration file where
 # it should appear only once). See also the "--disable" option for examples.
-enable = [
-    'bad-inline-option',
-    'deprecated-pragma',
-    'file-ignored',
-    'spelling',
-    'use-symbolic-message-instead',
-    'useless-suppression',
+"MESSAGES CONTROL".enable = [
+    "bad-inline-option",
+    "deprecated-pragma",
+    "file-ignored",
+    "spelling",
+    "use-symbolic-message-instead",
+    "useless-suppression",
 ]
-
 # Disable the message, report, category or checker with the given id(s). You
 # can either give multiple identifiers separated by comma (,) or put this
 # option multiple times (only on the command line, not in the configuration
@@ -232,45 +210,38 @@ enable = [
 # --enable=similarities". If you want to run only the classes checker, but have
 # no Warning level messages displayed, use"--disable=all --enable=classes
 # --disable=W"
-
-disable = [
-    'too-few-public-methods',
-    'too-many-locals',
-    'too-many-arguments',
-    'too-many-instance-attributes',
-    'too-many-return-statements',
-    'too-many-lines',
-    'locally-disabled',
+"MESSAGES CONTROL".disable = [
+    "too-few-public-methods",
+    "too-many-locals",
+    "too-many-arguments",
+    "too-many-instance-attributes",
+    "too-many-return-statements",
+    "too-many-lines",
+    "locally-disabled",
     # Let ruff handle long lines
-    'line-too-long',
+    "line-too-long",
     # Let ruff handle unused imports
-    'unused-import',
+    "unused-import",
     # Let ruff deal with sorting
-    'ungrouped-imports',
+    "ungrouped-imports",
     # We don't need everything to be documented because of mypy
-    'missing-type-doc',
-    'missing-return-type-doc',
+    "missing-type-doc",
+    "missing-return-type-doc",
     # Too difficult to please
-    'duplicate-code',
+    "duplicate-code",
     # Let ruff handle imports
-    'wrong-import-order',
+    "wrong-import-order",
 ]
-
-[tool.pylint.'SPELLING']
-
 # Spelling dictionary name. Available dictionaries: none. To make it working
 # install python-enchant package.
-spelling-dict = 'en_US'
-
+"SPELLING".spelling-dict = "en_US"
 # A path to a file that contains private dictionary; one word per line.
-spelling-private-dict-file = 'spelling_private_dict.txt'
-
+"SPELLING".spelling-private-dict-file = "spelling_private_dict.txt"
 # Tells whether to store unknown words to indicated private dictionary in
 # --spelling-private-dict-file option instead of raising a message.
-spelling-store-unknown-words = 'no'
+"SPELLING".spelling-store-unknown-words = "no"
 
 [tool.check-manifest]
-
 ignore = [
     ".checkmake-config.ini",
     ".prettierrc",
@@ -313,25 +284,20 @@ indent = 4
 keep_full_version = true
 max_supported_python = "3.14"
 
-[tool.pytest.ini_options]
-
-xfail_strict = true
-log_cli = true
+[tool.pytest]
+ini_options.xfail_strict = true
+ini_options.log_cli = true
 
-[tool.coverage.report]
-exclude_also = [
+[tool.coverage]
+report.exclude_also = [
     "if TYPE_CHECKING:",
 ]
-
-[tool.coverage.run]
-
-branch = true
-omit = [
-    'src/vws_cli/_setuptools_scm_version.py',
+run.branch = true
+run.omit = [
+    "src/vws_cli/_setuptools_scm_version.py",
 ]
 
 [tool.mypy]
-
 strict = true
 files = [ "." ]
 exclude = [ "build" ]
@@ -341,7 +307,6 @@ plugins = [
 ]
 
 [tool.pyright]
-
 enableTypeIgnoreComments = false
 reportUnnecessaryTypeIgnoreComment = true
 typeCheckingMode = "strict"
@@ -361,7 +326,6 @@ exclude = [
 ]
 
 [tool.doc8]
-
 max_line_length = 2000
 ignore_path = [
     "./.eggs",
@@ -409,7 +373,6 @@ ignore_names = [
     "templates_path",
     "warning_is_error",
 ]
-
 exclude = [
     # Duplicate some of .gitignore
     ".venv",
diff --git a/uv.lock b/uv.lock
index 09c3538f..eb0b232b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1398,20 +1398,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.12.1"
+version = "2.14.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "toml-fmt-common" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f9/c5/eb967ebabf50ec45139fef3b70e9a47ab088771bae5d734388487e9171dd/pyproject_fmt-2.12.1.tar.gz", hash = "sha256:6b4cecce51e864bd096e2a5202aa02aa3dfcbf0c3b50589013ee040436074e1a", size = 83062, upload-time = "2026-01-31T16:56:22.673Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/41/c4/0d08b03b0147ea64102283c262ac5f19c7ec280c9cfc33014d4847e4e3ea/pyproject_fmt-2.14.0.tar.gz", hash = "sha256:402823fc7782a60eae8862c6d4f360ae45f132efe1ed229bdf118d2b302b880a", size = 109775, upload-time = "2026-02-08T02:43:49.947Z" }
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 ]
 
 [[package]]
@@ -2434,7 +2434,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.12.1" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.14.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.51.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From a4e9a22b87d61dc4b2de776d8b11c36e02de09c0 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 9 Feb 2026 10:53:35 +0000
Subject: [PATCH 351/792] Bump pyproject-fmt to 2.14.2 (#1926)

* Bump pyproject-fmt to 2.14.2

* [pre-commit.ci lite] apply automatic fixes

---------

Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 pyproject.toml | 36 ++++++++++++++++++------------------
 uv.lock        | 20 ++++++++++----------
 2 files changed, 28 insertions(+), 28 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3d58d956..1c1f501e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.14.0",
+    "pyproject-fmt==2.14.2",
     "pyrefly==0.51.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
@@ -61,6 +61,10 @@ optional-dependencies.dev = [
     "pytest-regressions==2.9.1",
     "ruff==0.15.0",
     "setuptools-scm==9.2.2",
+    # We add shellcheck-py not only for shell scripts and shell code blocks,
+    # but also because having it installed means that ``actionlint-py`` will
+    # use it to lint shell commands in GitHub workflow files.
+    "shellcheck-py==0.11.0.1",
     "shfmt-py==3.12.0.2",
     "sphinx==9.1.0",
     "sphinx-click==6.2.0",
@@ -75,10 +79,6 @@ optional-dependencies.dev = [
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",
     "vws-test-fixtures==2023.3.5",
-    # We add shellcheck-py not only for shell scripts and shell code blocks,
-    # but also because having it installed means that ``actionlint-py`` will
-    # use it to lint shell commands in GitHub workflow files.
-    "shellcheck-py==0.11.0.1",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",
 ]
@@ -112,31 +112,31 @@ lint.select = [
     "ALL",
 ]
 lint.ignore = [
-    # Allow 'assert' as we use it for tests and type narrowing.
-    "S101",
-    # Allow backslashes in a docstring.
-    # See https://click.palletsprojects.com/en/8.0.x/documentation/#preventing-rewrapping.
-    "D301",
+    # Ruff warns that this conflicts with the formatter.
+    "COM812",
     # Allow our chosen docstring line-style - pydocstringformatter handles formatting
     # but doesn't enforce D205 (blank line after summary) or D212 (summary on first line).
     "D205",
-    # Ignore 'too-many-*' errors as they seem to get in the way more than
-    # helping.
-    "PLR0913",
+    "D212",
+    # Allow backslashes in a docstring.
+    # See https://click.palletsprojects.com/en/8.0.x/documentation/#preventing-rewrapping.
+    "D301",
     # Let the formatter handle line lengths, and ignore the errors.
     "E501",
     # Ruff warns that this conflicts with the formatter.
-    "COM812",
-    # Ruff warns that this conflicts with the formatter.
     "ISC001",
-    "D212",
+    # Ignore 'too-many-*' errors as they seem to get in the way more than
+    # helping.
+    "PLR0913",
+    # Allow 'assert' as we use it for tests and type narrowing.
+    "S101",
 ]
 lint.per-file-ignores."doccmd_*.py" = [
-    # Allow asserts in docs.
-    "S101",
     # Allow our chosen docstring line-style - pydocstringformatter handles
     # formatting but docstrings in docs may not match this style.
     "D200",
+    # Allow asserts in docs.
+    "S101",
 ]
 lint.per-file-ignores."tests/test_*.py" = [
     # Do not require tests to have a one-line summary.
diff --git a/uv.lock b/uv.lock
index eb0b232b..a4c6c32b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1398,20 +1398,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.14.0"
+version = "2.14.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "toml-fmt-common" },
 ]
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 ]
 
 [[package]]
@@ -2434,7 +2434,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.14.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.14.2" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.51.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From 6146ed3f5f77bdeba2034bbbc27393c4750dcdd5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Feb 2026 00:50:26 +0000
Subject: [PATCH 352/792] Bump pyrefly from 0.51.1 to 0.52.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.51.1 to 0.52.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.51.1...0.52.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.52.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1c1f501e..3d038783 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.14.2",
-    "pyrefly==0.51.1",
+    "pyrefly==0.52.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 97032cc3cf069d678c9179cfd936a56e92fdd746 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Feb 2026 22:23:39 +0000
Subject: [PATCH 353/792] Bump pytest-regressions from 2.9.1 to 2.10.0

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.9.1 to 2.10.0.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.9.1...v2.10.0)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.10.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3d038783..02545752 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,7 +58,7 @@ optional-dependencies.dev = [
     "pyroma==5.0.1",
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
-    "pytest-regressions==2.9.1",
+    "pytest-regressions==2.10.0",
     "ruff==0.15.0",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From be501c9041b2ac39fa02cf31bde4f7cac3e19885 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 10 Feb 2026 22:23:49 +0000
Subject: [PATCH 354/792] Bump ty from 0.0.15 to 0.0.16

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.15 to 0.0.16.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.15...0.0.16)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.16
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3d038783..4f09d158 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.15",
+    "ty==0.0.16",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From dc7d32f7c1fee00de402605760f37bf211ce7fe0 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 11 Feb 2026 09:19:25 +0000
Subject: [PATCH 355/792] Update pyproject-fmt to 2.15.2 (#1936)

---
 pyproject.toml |  8 ++---
 uv.lock        | 90 +++++++++++++++++++++++++-------------------------
 2 files changed, 49 insertions(+), 49 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c4ce419f..749f0bf2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.14.2",
+    "pyproject-fmt==2.15.2",
     "pyrefly==0.52.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
@@ -289,13 +289,13 @@ ini_options.xfail_strict = true
 ini_options.log_cli = true
 
 [tool.coverage]
-report.exclude_also = [
-    "if TYPE_CHECKING:",
-]
 run.branch = true
 run.omit = [
     "src/vws_cli/_setuptools_scm_version.py",
 ]
+report.exclude_also = [
+    "if TYPE_CHECKING:",
+]
 
 [tool.mypy]
 strict = true
diff --git a/uv.lock b/uv.lock
index a4c6c32b..6ab7db05 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1398,20 +1398,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.14.2"
+version = "2.15.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 [[package]]
@@ -1425,18 +1425,18 @@ wheels = [
 
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From ca5c1da64497200287a0240514eafaedffcc555e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 11 Feb 2026 18:13:50 +0000
Subject: [PATCH 356/792] Bump pillow from 12.1.0 to 12.1.1

Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.1.0 to 12.1.1.
- [Release notes](https://github.com/python-pillow/Pillow/releases)
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)
- [Commits](https://github.com/python-pillow/Pillow/compare/12.1.0...12.1.1)

---
updated-dependencies:
- dependency-name: pillow
  dependency-version: 12.1.1
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 108 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 54 insertions(+), 54 deletions(-)

diff --git a/uv.lock b/uv.lock
index 6ab7db05..7d3b6154 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1134,60 +1134,60 @@ wheels = [
 
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 [[package]]

From 0d412f46d55e95c22bf15b074f1d8cfd288e1c36 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 12 Feb 2026 22:21:51 +0000
Subject: [PATCH 357/792] Bump pyproject-fmt from 2.15.2 to 2.15.3

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.15.2 to 2.15.3.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.15.2...pyproject-fmt/2.15.3)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.15.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 749f0bf2..ce7c1922 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.15.2",
+    "pyproject-fmt==2.15.3",
     "pyrefly==0.52.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From e557ba7c268602abac4afe3124842c62bbb627e5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 12 Feb 2026 22:25:36 +0000
Subject: [PATCH 358/792] Bump pyproject-fmt from 2.15.2 to 2.15.3

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.15.2 to 2.15.3.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.15.2...pyproject-fmt/2.15.3)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.15.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 20 ++++++++++----------
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 749f0bf2..ce7c1922 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.15.2",
+    "pyproject-fmt==2.15.3",
     "pyrefly==0.52.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 7d3b6154..4ba7e776 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1398,20 +1398,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.15.2"
+version = "2.15.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 [[package]]
@@ -2434,7 +2434,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.15.2" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.15.3" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.52.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From 199e848a865edcd37544d4adf51b04e35a958908 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Feb 2026 22:22:53 +0000
Subject: [PATCH 359/792] Bump pyproject-fmt from 2.15.3 to 2.16.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.15.3 to 2.16.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.15.3...pyproject-fmt/2.16.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.16.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce7c1922..aa3313f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.15.3",
+    "pyproject-fmt==2.16.0",
     "pyrefly==0.52.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From abdb11261b7ac650894e4ebb6df2212e48346d41 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Feb 2026 22:23:13 +0000
Subject: [PATCH 360/792] Bump ty from 0.0.16 to 0.0.17

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.16 to 0.0.17.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.16...0.0.17)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.17
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce7c1922..815d3ecf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
-    "ty==0.0.16",
+    "ty==0.0.17",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2025.3.10.1",

From 157b52ce9189319f168835f755abd5b71accad6b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Feb 2026 22:23:24 +0000
Subject: [PATCH 361/792] Bump ruff from 0.15.0 to 0.15.1

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.0 to 0.15.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.0...0.15.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce7c1922..0b67f0a6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.0",
+    "ruff==0.15.1",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 1a61a3505b31fb75776bde989e5c63a4db1088af Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Feb 2026 22:26:52 +0000
Subject: [PATCH 362/792] Bump pyproject-fmt from 2.15.3 to 2.16.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.15.3 to 2.16.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.15.3...pyproject-fmt/2.16.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.16.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 20 ++++++++++----------
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce7c1922..aa3313f7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.15.3",
+    "pyproject-fmt==2.16.0",
     "pyrefly==0.52.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 4ba7e776..69d3297c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1398,20 +1398,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.15.3"
+version = "2.16.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "toml-fmt-common" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/71/2d/9286215ae932894a1787fa10ca8829eda9fdd497106723c4c2b571cd14ca/pyproject_fmt-2.15.3.tar.gz", hash = "sha256:276270e6c6aa21989447e57e1415baa10d282924d1e55168d0b2cc833303217b", size = 130178, upload-time = "2026-02-11T23:29:55.6Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f6/2c/54d8b155d9157b8c69a02186793a419f82a1add53c62a827dcb65a6e973e/pyproject_fmt-2.16.0.tar.gz", hash = "sha256:7fd1bfc096737d6d57759292f66a1ad34b4c94efbc4949490cb363dbf8df7afa", size = 138399, upload-time = "2026-02-12T22:31:07.712Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/75/0b/efe6f6bd3d6a55e865f4a02f26a2f950dbb51b4b37a55cf162921b2fcbc5/pyproject_fmt-2.16.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:4ab38c8b670b5311bb82613f26f6dfa6a94fe58d5dfd966e62a022aa0d12a1c7", size = 4713872, upload-time = "2026-02-12T22:30:50.193Z" },
+    { url = "https://files.pythonhosted.org/packages/46/b3/41bb340885477cdcdc243e38824aff11bd2ee1fa2622065c8e44272b2dc3/pyproject_fmt-2.16.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:1408124b4cc4732956b414e1e69f8ca42a2cf10f9e01fb05017f568154a0afa5", size = 4526548, upload-time = "2026-02-12T22:30:51.897Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/c5/d4a22d10cac92c0c3cc4f7fa8b7e2d48ba93f11e931f6abffcd978146210/pyproject_fmt-2.16.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:abcc96ce23a44b4a72c9f9531d5091d0720be5ab02688907561ba053c362a781", size = 4669201, upload-time = "2026-02-12T22:30:53.596Z" },
+    { url = "https://files.pythonhosted.org/packages/38/88/2ce5ab610771f9efee2b4f7bad618996f70ac4a85b269d0c58c4acb5fc44/pyproject_fmt-2.16.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:316cab903bd0e702e537b6453851de32acad07281b5a26ad6a4fa0bd6d961c20", size = 4983950, upload-time = "2026-02-12T22:30:55.235Z" },
+    { url = "https://files.pythonhosted.org/packages/87/d7/92bbc9f3d7ef37438303fca87a01a7fe5babfa6486eeddcff52e5d144922/pyproject_fmt-2.16.0-cp39-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:18d3bf855983d804e18c72780b8ed23e687e60bff2c63a029082cef6b29f249d", size = 4709229, upload-time = "2026-02-12T22:30:58.197Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/21/9a57d1046a19d3ed710d35c01a2ff659aab52bbdfbe82319d4a33b4b7a5b/pyproject_fmt-2.16.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:11212586f360315a2e4ec5dceb5a82db189ef77df8930b030e1b83274ca04c1a", size = 5187940, upload-time = "2026-02-12T22:30:59.768Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/c2/13dd593c0302d367e466f0fcf82d924ad2f66d6f35b02d8b47c600dd3753/pyproject_fmt-2.16.0-cp39-abi3-win_amd64.whl", hash = "sha256:958fc2c6541abdb5ba226d6ba730b3b5de77982d55eb5a83abd43374725f58e9", size = 4828992, upload-time = "2026-02-12T22:31:01.335Z" },
 ]
 
 [[package]]
@@ -2434,7 +2434,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.15.3" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.52.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From ff36543542080371b94c607ddf320b64e65242c8 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 14 Feb 2026 10:51:00 +0000
Subject: [PATCH 363/792] Skip nixfmt hook on Windows (#1937)

nixfmt depends on the Haskell `unix` package, which is not buildable on Windows.
---
 .github/workflows/lint.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 31607d18..2be7ab6f 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -48,7 +48,9 @@ jobs:
         env:
           UV_PYTHON: ${{ matrix.python-version }}
           # hadolint is not available on Windows.
-          SKIP: ${{ runner.os == 'Windows' && 'hadolint' || '' }}
+          # nixfmt depends on the Haskell `unix` package, which is
+          # not buildable on Windows.
+          SKIP: ${{ runner.os == 'Windows' && 'hadolint,nixfmt' || '' }}
 
       - uses: pre-commit-ci/lite-action@v1.1.0
         if: always()

From 1f73de1ba8865a91315e00d40e40a32ca352cc64 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 15 Feb 2026 06:40:59 +0000
Subject: [PATCH 364/792] Bump prek from 0.3.0 to 0.3.2

Bumps [prek](https://github.com/j178/prek) from 0.3.0 to 0.3.2.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.0...v0.3.2)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 97892b3e..74b74a28 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.0",
+    "prek==0.3.2",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.16.0",

From 00ea4b961452c1efd74e4429fa626850e1974048 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 15 Feb 2026 06:41:45 +0000
Subject: [PATCH 365/792] Bump prek from 0.3.0 to 0.3.2

Bumps [prek](https://github.com/j178/prek) from 0.3.0 to 0.3.2.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.0...v0.3.2)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 120 ++++++++++++++++++++++++-------------------------
 2 files changed, 61 insertions(+), 61 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 97892b3e..74b74a28 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.0",
+    "prek==0.3.2",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.16.0",
diff --git a/uv.lock b/uv.lock
index 69d3297c..3f4af9d8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1231,26 +1231,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.3.0"
+version = "0.3.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f2/1e/6c23d3470145be1d6ff29d93f2a521864788827d22e509e2b978eb5bb4cb/prek-0.3.0.tar.gz", hash = "sha256:e70f16bbaf2803e490b866cfa997ea5cc46e7ada55d61f0cdd84bc90b8d5ca7f", size = 316063, upload-time = "2026-01-22T04:00:01.648Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d3/f5/ee52def928dd1355c20bcfcf765e1e61434635c33f3075e848e7b83a157b/prek-0.3.2.tar.gz", hash = "sha256:dce0074ff1a21290748ca567b4bda7553ee305a8c7b14d737e6c58364a499364", size = 334229, upload-time = "2026-02-06T13:49:47.539Z" }
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+    { url = "https://files.pythonhosted.org/packages/c5/2d/2663984ac11de6d78f74432b8b14ba64d170b45194312852b7543cf7fd56/ty-0.0.17-py3-none-win32.whl", hash = "sha256:305b6ed150b2740d00a817b193373d21f0767e10f94ac47abfc3b2e5a5aec809", size = 9672932, upload-time = "2026-02-13T13:27:08.522Z" },
+    { url = "https://files.pythonhosted.org/packages/de/b5/39be78f30b31ee9f5a585969930c7248354db90494ff5e3d0756560fb731/ty-0.0.17-py3-none-win_amd64.whl", hash = "sha256:531828267527aee7a63e972f54e5eee21d9281b72baf18e5c2850c6b862add83", size = 10542138, upload-time = "2026-02-13T13:27:17.084Z" },
+    { url = "https://files.pythonhosted.org/packages/40/b7/f875c729c5d0079640c75bad2c7e5d43edc90f16ba242f28a11966df8f65/ty-0.0.17-py3-none-win_arm64.whl", hash = "sha256:de9810234c0c8d75073457e10a84825b9cd72e6629826b7f01c7a0b266ae25b1", size = 10023068, upload-time = "2026-02-13T13:26:39.637Z" },
 ]
 
 [[package]]
@@ -2431,7 +2431,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.0" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.2" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.0" },
@@ -2442,7 +2442,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.0.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.0" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.1" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
@@ -2454,7 +2454,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.16" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.17" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2025.3.10.1" },

From 5aee9cfb9d24c1890cf6cacb14f4ec394ac2ea69 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 08:30:13 +0000
Subject: [PATCH 366/792] Matrix lint workflow by hook stage (#1947)

---
 .github/workflows/lint.yml | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 2be7ab6f..3ff5611d 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -19,6 +19,7 @@ jobs:
       matrix:
         python-version: ['3.13']
         platform: [ubuntu-latest, windows-latest]
+        hook-stage: [pre-commit, pre-push, manual]
 
     runs-on: ${{ matrix.platform }}
 
@@ -41,10 +42,8 @@ jobs:
         # Use bash to ensure the step fails if any command fails.
         # PowerShell does not fail on intermediate command failures by default.
         shell: bash
-        run: |
-          uv run --extra=dev prek run --all-files --hook-stage pre-commit --verbose
-          uv run --extra=dev prek run --all-files --hook-stage pre-push --verbose
-          uv run --extra=dev prek run --all-files --hook-stage manual --verbose
+        run: uv run --extra=dev prek run --all-files --hook-stage ${{ matrix.hook-stage }}
+          --verbose
         env:
           UV_PYTHON: ${{ matrix.python-version }}
           # hadolint is not available on Windows.

From 1b367ddb6ed09d23cc43b52bd2afb8584ce4ed35 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 12:16:11 +0000
Subject: [PATCH 367/792] Add pyrefly non-exhaustive match as error

---
 pyproject.toml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 74b74a28..1e5f3c78 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -383,3 +383,6 @@ exclude = [
 [tool.yamlfix]
 section_whitelines = 1
 whitelines = 1
+
+[tool.pyrefly]
+errors.non-exhaustive-match = "error"

From e1195d8f4986b8b747e700796f4e474ae1670e80 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Sun, 15 Feb 2026 12:19:30 +0000
Subject: [PATCH 368/792] [pre-commit.ci lite] apply automatic fixes

---
 pyproject.toml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1e5f3c78..7c5d7336 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -306,6 +306,9 @@ plugins = [
     "mypy_strict_kwargs",
 ]
 
+[tool.pyrefly]
+errors.non-exhaustive-match = "error"
+
 [tool.pyright]
 enableTypeIgnoreComments = false
 reportUnnecessaryTypeIgnoreComment = true
@@ -383,6 +386,3 @@ exclude = [
 [tool.yamlfix]
 section_whitelines = 1
 whitelines = 1
-
-[tool.pyrefly]
-errors.non-exhaustive-match = "error"

From 7d661ddddd806a032b40eb949cc84dd0247d9ce1 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 12:40:20 +0000
Subject: [PATCH 369/792] Parallelize Linux and Docker release jobs (#1949)

---
 .github/workflows/release.yml | 102 ++++++++++++++++++++++++----------
 1 file changed, 72 insertions(+), 30 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index efe135a2..8df67495 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -23,8 +23,6 @@ jobs:
       id-token: write
       # This is needed for https://github.com/stefanzweifel/git-auto-commit-action.
       contents: write
-      # This is needed for pushing Docker images to ghcr.io.
-      packages: write
 
     steps:
       - uses: actions/checkout@v6
@@ -182,41 +180,85 @@ jobs:
           user_name: adamtheturtle
           commit_message: Bump VWS CLI Homebrew recipe
 
-      - name: Create Linux binary for Vuforia Cloud Reco
-        uses: sayyid5416/pyinstaller@v1
+      - name: Create a GitHub release
+        uses: ncipollo/release-action@v1
         with:
-          python_ver: '3.13'
-          pyinstaller_ver: ==6.12.0
-          spec: bin/vuforia-cloud-reco.py
-          requirements: '`echo ${{ steps.build-wheel.outputs.wheel_filename }} > requirements.txt
-            && echo requirements.txt`'
-          options: --onefile, --name "vuforia-cloud-reco-linux"
-          upload_exe_with_name: vuforia-cloud-reco-linux
-          clean_checkout: false
+          tag: ${{ steps.tag_version.outputs.new_tag }}
+          makeLatest: true
+          name: Release ${{ steps.tag_version.outputs.new_tag }}
+          body: ${{ steps.tag_version.outputs.changelog }}
+
+  build-linux:
+    name: Build Linux binary (${{ matrix.binary.name }})
+    needs: build
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        binary:
+          - name: vuforia-cloud-reco-linux
+            spec: bin/vuforia-cloud-reco.py
+          - name: vws-linux
+            spec: bin/vuforia-web-services.py
 
-      - name: Create Linux binary for Vuforia Web Services
+    permissions:
+      contents: write
+
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+          ref: ${{ needs.build.outputs.new_tag }}
+
+      # We have a race condition.
+      # In particular, we push to PyPI and then immediately try to install
+      # the pushed version.
+      # Here, we give PyPI time to propagate the package.
+      # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
+      - name: Wait for PyPI propagation
+        uses: nick-fields/retry@v3
+        with:
+          timeout_seconds: 10
+          max_attempts: 50
+          command: |
+            normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
+            pip index versions vws-cli | grep -wq "$normalized_version"
+
+      - name: Create requirements file
+        run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
+
+      - name: Create Linux binary
         uses: sayyid5416/pyinstaller@v1
         with:
           python_ver: '3.13'
           pyinstaller_ver: ==6.12.0
-          spec: bin/vuforia-web-services.py
-          requirements: '`echo ${{ steps.build-wheel.outputs.wheel_filename }} > requirements.txt
-            && echo requirements.txt`'
-          options: --onefile, --name "vws-linux"
-          upload_exe_with_name: vws-linux
+          spec: ${{ matrix.binary.spec }}
+          requirements: requirements.txt
+          options: --onefile, --name "${{ matrix.binary.name }}"
+          upload_exe_with_name: ${{ matrix.binary.name }}
           clean_checkout: false
 
-      - name: Create a GitHub release
-        uses: ncipollo/release-action@v1
+      - name: Upload Linux binary to release
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          gh release upload ${{ needs.build.outputs.new_tag }} dist/${{ matrix.binary.name }} --clobber
+
+  publish-docker:
+    name: Publish Docker image
+    needs: build
+    runs-on: ubuntu-latest
+
+    permissions:
+      contents: read
+      # This is needed for pushing Docker images to ghcr.io.
+      packages: write
+
+    steps:
+      - uses: actions/checkout@v6
         with:
-          # Use specific artifact names (not a glob) so that we get a clear
-          # error if the artifact does not exist for some reason.
-          artifacts: dist/vws-linux,dist/vuforia-cloud-reco-linux
-          artifactErrorsFailBuild: true
-          tag: ${{ steps.tag_version.outputs.new_tag }}
-          makeLatest: true
-          name: Release ${{ steps.tag_version.outputs.new_tag }}
-          body: ${{ steps.tag_version.outputs.changelog }}
+          fetch-depth: 0
+          ref: ${{ needs.build.outputs.new_tag }}
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
@@ -242,8 +284,8 @@ jobs:
             docker buildx build \
               --push \
               --platform linux/amd64,linux/arm64 \
-              --build-arg VWS_CLI_VERSION=${{ steps.calver.outputs.release }} \
-              --tag ghcr.io/vws-python/vws-cli:${{ steps.calver.outputs.release }} \
+              --build-arg VWS_CLI_VERSION=${{ needs.build.outputs.new_tag }} \
+              --tag ghcr.io/vws-python/vws-cli:${{ needs.build.outputs.new_tag }} \
               --tag ghcr.io/vws-python/vws-cli:latest \
               .
 

From c203bf55dc57f95c83b3bce17e0a3fafe214a8ce Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sun, 15 Feb 2026 12:40:53 +0000
Subject: [PATCH 370/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index c166ab58..4fb49b02 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.02.15
+----------
+
+
 2026.02.07.2
 ------------
 
diff --git a/VERSION b/VERSION
index e7890faa..13b3652e 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.02.07.2
+2026.02.15

From 4cf28a5aff56f9559517b9118dde98e2a2dd05ec Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 12:46:06 +0000
Subject: [PATCH 371/792] Bump vws-python dependency to 2026.2.15 (#1950)

Update both vws-python and vws-python-mock to the latest version.

Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
---
 pyproject.toml |  4 ++--
 uv.lock        | 16 ++++++++--------
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7c5d7336..7fbb9b18 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
     "beartype==0.22.9",
     "click==8.3.1",
     "pyyaml==6.0.3",
-    "vws-python==2025.3.10.1",
+    "vws-python==2026.2.15",
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.10.24",
@@ -77,7 +77,7 @@ optional-dependencies.dev = [
     "ty==0.0.17",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
-    "vws-python-mock==2025.3.10.1",
+    "vws-python-mock==2026.2.15",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",
diff --git a/uv.lock b/uv.lock
index 3f4af9d8..b2816d14 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2457,8 +2457,8 @@ requires-dist = [
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.17" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
-    { name = "vws-python", specifier = "==2025.3.10.1" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2025.3.10.1" },
+    { name = "vws-python", specifier = "==2026.2.15" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.15" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2467,7 +2467,7 @@ provides-extras = ["dev", "release"]
 
 [[package]]
 name = "vws-python"
-version = "2025.3.10.1"
+version = "2026.2.15"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2475,14 +2475,14 @@ dependencies = [
     { name = "urllib3" },
     { name = "vws-auth-tools" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ce/65/bd25be2dd3692d93dae22f25e7f54001308de0700950374561bd5d1f6fee/vws_python-2025.3.10.1.tar.gz", hash = "sha256:f3e5d3f774151d8dc1e334d51faa6391aede3270309fc2b4cc28c0189ec90184", size = 36126, upload-time = "2025-03-10T19:50:36.114Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/32/c9/a0926511301ac5bbfd3759d8427d9c64744e8583114f797627a74a12df4a/vws_python-2026.2.15.tar.gz", hash = "sha256:829d42b93d950a91b24cea56fa7a9f204b529e94a6c1eba7baaeb04ce191eac1", size = 36881, upload-time = "2026-02-15T12:37:17.521Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/99/34/74003f9b17c03ea4bd1d9407e0bfbb29b43ee162408af86144d8c24ace3c/vws_python-2025.3.10.1-py2.py3-none-any.whl", hash = "sha256:808dde2f2cdf3dcb5c7a76593aadbe961e7365328c50fc94aa2d210f3def9d8f", size = 16064, upload-time = "2025-03-10T19:50:34.722Z" },
+    { url = "https://files.pythonhosted.org/packages/90/d7/25302074b5b94b11bd9d61077688c326d928628c834d028881835b95bd3a/vws_python-2026.2.15-py2.py3-none-any.whl", hash = "sha256:43864eb50aca665ce7e5efdcc63344e4ba87aaceaca0e3ae794746bd0626db51", size = 15796, upload-time = "2026-02-15T12:37:15.788Z" },
 ]
 
 [[package]]
 name = "vws-python-mock"
-version = "2025.3.10.1"
+version = "2026.2.15"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2499,9 +2499,9 @@ dependencies = [
     { name = "vws-auth-tools" },
     { name = "werkzeug" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/61/d3/6b3c906a9470ea329f3f61685f8e1469591b1e778b1f287fb7a9c5b336c8/vws_python_mock-2025.3.10.1.tar.gz", hash = "sha256:4bbf2f3f5fcb1c62bb34a569def93851d599af197a4a10471f1011077e07b5b8", size = 129815, upload-time = "2025-03-10T19:10:03.358Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/78/e1/a0b808fb42309d5486c2e8d3a59638fbfa5817963f860188d547f5bb7bb5/vws_python_mock-2026.2.15.tar.gz", hash = "sha256:0af88ab7a146e9df39cd9a0f884646780c2d2c1ea9a8d579d1fa0d17b948ac26", size = 131192, upload-time = "2026-02-15T08:43:26.79Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0d/02/d2a8534841d383ba5d9b79f89b3ffe8c2cdc0616f1925c0cc02d111147b0/vws_python_mock-2025.3.10.1-py2.py3-none-any.whl", hash = "sha256:a89b63eb3d2143e1c9f62f3f5a71ff1093250d6d4abe8c3a67a1ff84538f20cf", size = 63503, upload-time = "2025-03-10T19:10:00.389Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/58/6d941d8440d8e69c5746753320a1169fd50fa2f35ce5fc3e315a55e451ff/vws_python_mock-2026.2.15-py2.py3-none-any.whl", hash = "sha256:caec2ab2f9e80e73924f1abf93a58aa240879a3c8c118bac1bc5f5bd45622d62", size = 63864, upload-time = "2026-02-15T08:43:24.999Z" },
 ]
 
 [[package]]

From 67664554b02d5ca7486eeb1a5b0824b25d871a6f Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 13:01:35 +0000
Subject: [PATCH 372/792] Add tests for the default request timeout (#1951)

Test that the 30-second default HTTP request timeout is enforced for both
VWS.add_target and CloudRecoService.query by verifying a 29-second delay
succeeds while a 31-second delay raises requests.exceptions.Timeout.

Bump vws-python-mock to 2026.2.15.4 to support the sleep_fn parameter
needed for time-controlled timeout testing.

Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
---
 pyproject.toml             |  2 +-
 tests/test_query.py        | 68 +++++++++++++++++++++++++++++++++++
 tests/test_vws_commands.py | 72 ++++++++++++++++++++++++++++++++++++++
 uv.lock                    |  8 ++---
 4 files changed, 145 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7fbb9b18..7f9d799d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -77,7 +77,7 @@ optional-dependencies.dev = [
     "ty==0.0.17",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
-    "vws-python-mock==2026.2.15",
+    "vws-python-mock==2026.2.15.4",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",
diff --git a/tests/test_query.py b/tests/test_query.py
index 0ebd57ef..b41e01da 100644
--- a/tests/test_query.py
+++ b/tests/test_query.py
@@ -1,12 +1,16 @@
 """Test for the Cloud Reco Service commands."""
 
+import datetime
 import io
 import uuid
 from pathlib import Path
 from textwrap import dedent
 
+import pytest
+import requests
 import yaml
 from click.testing import CliRunner
+from freezegun import freeze_time
 from mock_vws import MockVWS
 from mock_vws.database import VuforiaDatabase
 from vws import VWS
@@ -202,6 +206,70 @@ def test_image_file_does_not_exist(
         assert result.stderr == expected_stderr
 
 
+class TestDefaultRequestTimeout:
+    """Tests for the default request timeout."""
+
+    @staticmethod
+    @pytest.mark.parametrize(
+        argnames=("response_delay_seconds", "expect_timeout"),
+        argvalues=[(29, False), (31, True)],
+    )
+    def test_default_timeout(
+        high_quality_image: io.BytesIO,
+        tmp_path: Path,
+        *,
+        response_delay_seconds: int,
+        expect_timeout: bool,
+    ) -> None:
+        """At 29 seconds there is no error; at 31 seconds there is a
+        timeout.
+        """
+        runner = CliRunner()
+        new_file = tmp_path / uuid.uuid4().hex
+        image_data = high_quality_image.getvalue()
+        new_file.write_bytes(data=image_data)
+        with (
+            freeze_time() as frozen_datetime,
+            MockVWS(
+                response_delay_seconds=response_delay_seconds,
+                sleep_fn=lambda seconds: (
+                    frozen_datetime.tick(
+                        delta=datetime.timedelta(seconds=seconds),
+                    ),
+                    None,
+                )[1],
+            ) as mock,
+        ):
+            database = VuforiaDatabase()
+            mock.add_database(database=database)
+            commands = [
+                str(object=new_file),
+                "--client-access-key",
+                database.client_access_key,
+                "--client-secret-key",
+                database.client_secret_key,
+            ]
+
+            if expect_timeout:
+                with pytest.raises(
+                    expected_exception=requests.exceptions.Timeout,
+                ):
+                    runner.invoke(
+                        cli=vuforia_cloud_reco,
+                        args=commands,
+                        catch_exceptions=False,
+                        color=True,
+                    )
+            else:
+                result = runner.invoke(
+                    cli=vuforia_cloud_reco,
+                    args=commands,
+                    catch_exceptions=False,
+                    color=True,
+                )
+                assert result.exit_code == 0
+
+
 def test_version() -> None:
     """``vuforia-cloud-reco --version`` shows the version."""
     runner = CliRunner()
diff --git a/tests/test_vws_commands.py b/tests/test_vws_commands.py
index 4be064a6..40e330e0 100644
--- a/tests/test_vws_commands.py
+++ b/tests/test_vws_commands.py
@@ -2,6 +2,7 @@
 """Tests for VWS CLI commands."""
 
 import base64
+import datetime
 import io
 import secrets
 import uuid
@@ -9,6 +10,7 @@
 from textwrap import dedent
 
 import pytest
+import requests
 import yaml
 from click.testing import CliRunner
 from freezegun import freeze_time
@@ -281,6 +283,76 @@ def test_get_duplicate_targets(
     assert result_data == expected_result_data
 
 
+class TestDefaultRequestTimeout:
+    """Tests for the default request timeout."""
+
+    @staticmethod
+    @pytest.mark.parametrize(
+        argnames=("response_delay_seconds", "expect_timeout"),
+        argvalues=[(29, False), (31, True)],
+    )
+    def test_default_timeout(
+        high_quality_image: io.BytesIO,
+        tmp_path: Path,
+        *,
+        response_delay_seconds: int,
+        expect_timeout: bool,
+    ) -> None:
+        """At 29 seconds there is no error; at 31 seconds there is a
+        timeout.
+        """
+        runner = CliRunner()
+        new_file = tmp_path / uuid.uuid4().hex
+        image_data = high_quality_image.getvalue()
+        new_file.write_bytes(data=image_data)
+        with (
+            freeze_time() as frozen_datetime,
+            MockVWS(
+                response_delay_seconds=response_delay_seconds,
+                sleep_fn=lambda seconds: (
+                    frozen_datetime.tick(
+                        delta=datetime.timedelta(seconds=seconds),
+                    ),
+                    None,
+                )[1],
+            ) as mock,
+        ):
+            database = VuforiaDatabase()
+            mock.add_database(database=database)
+            commands = [
+                "add-target",
+                "--name",
+                uuid.uuid4().hex,
+                "--width",
+                "1",
+                "--image",
+                str(object=new_file),
+                "--server-access-key",
+                database.server_access_key,
+                "--server-secret-key",
+                database.server_secret_key,
+            ]
+
+            if expect_timeout:
+                with pytest.raises(
+                    expected_exception=requests.exceptions.Timeout,
+                ):
+                    runner.invoke(
+                        cli=vws_group,
+                        args=commands,
+                        catch_exceptions=False,
+                        color=True,
+                    )
+            else:
+                result = runner.invoke(
+                    cli=vws_group,
+                    args=commands,
+                    catch_exceptions=False,
+                    color=True,
+                )
+                assert result.exit_code == 0
+
+
 class TestAddTarget:
     """Tests for ``vws add-target``."""
 
diff --git a/uv.lock b/uv.lock
index b2816d14..e85c5245 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2458,7 +2458,7 @@ requires-dist = [
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2026.2.15" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.15" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.15.4" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2482,7 +2482,7 @@ wheels = [
 
 [[package]]
 name = "vws-python-mock"
-version = "2026.2.15"
+version = "2026.2.15.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2499,9 +2499,9 @@ dependencies = [
     { name = "vws-auth-tools" },
     { name = "werkzeug" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/78/e1/a0b808fb42309d5486c2e8d3a59638fbfa5817963f860188d547f5bb7bb5/vws_python_mock-2026.2.15.tar.gz", hash = "sha256:0af88ab7a146e9df39cd9a0f884646780c2d2c1ea9a8d579d1fa0d17b948ac26", size = 131192, upload-time = "2026-02-15T08:43:26.79Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9b/72/eb1e3fd12ebdf0460a66a0972fee2065546a3eaee68e97fc604b8f2f5757/vws_python_mock-2026.2.15.4.tar.gz", hash = "sha256:1ffbf7f48f7b3d05180097d70dc551a4862dc999ed49c002c42cc272528c17b3", size = 132419, upload-time = "2026-02-15T11:55:15.389Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ed/58/6d941d8440d8e69c5746753320a1169fd50fa2f35ce5fc3e315a55e451ff/vws_python_mock-2026.2.15-py2.py3-none-any.whl", hash = "sha256:caec2ab2f9e80e73924f1abf93a58aa240879a3c8c118bac1bc5f5bd45622d62", size = 63864, upload-time = "2026-02-15T08:43:24.999Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/ed/4006520e431a0c4718e76b30662edea572ac013f0c97494f2bdcbe0ce4d8/vws_python_mock-2026.2.15.4-py2.py3-none-any.whl", hash = "sha256:bb2b45782e27a96fe37bab05b0040f9cfe2143f19247fb518fdd0de6c3a49381", size = 64164, upload-time = "2026-02-15T11:55:13.508Z" },
 ]
 
 [[package]]

From b13c9da5569dd287af32f83c702256a823d288ee Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 13:29:50 +0000
Subject: [PATCH 373/792] Add connection and read timeout CLI options (#1952)

Users can now override the default 30-second HTTP timeout via
--connection-timeout-seconds and --read-timeout-seconds. These options
are available on all VWS commands and the Cloud Reco command, and are
passed as a (connect, read) tuple to the underlying vws-python library.

Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
---
 src/vws_cli/commands.py                       |  80 ++++++++++++++
 src/vws_cli/options/timeout.py                |  35 ++++++
 src/vws_cli/query.py                          |  12 +++
 tests/test_help/test_query_help.txt           |   6 ++
 .../test_vws_command_help___add_target___.txt |  44 ++++----
 ...st_vws_command_help___delete_target___.txt |  28 +++--
 ..._help___get_database_summary_report___.txt |  24 +++--
 ...ommand_help___get_duplicate_targets___.txt |  28 +++--
 ...ws_command_help___get_target_record___.txt |  28 +++--
 ...nd_help___get_target_summary_report___.txt |  28 +++--
 ...est_vws_command_help___list_targets___.txt |  24 +++--
 ...st_vws_command_help___update_target___.txt |  44 ++++----
 ...nd_help___wait_for_target_processed___.txt |   6 ++
 tests/test_query.py                           |  90 ++++++++++++++++
 tests/test_vws_commands.py                    | 102 ++++++++++++++++++
 15 files changed, 480 insertions(+), 99 deletions(-)
 create mode 100644 src/vws_cli/options/timeout.py

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 03ad3150..411e3521 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -48,6 +48,10 @@
     target_name_option,
     target_width_option,
 )
+from vws_cli.options.timeout import (
+    connection_timeout_seconds_option,
+    read_timeout_seconds_option,
+)
 
 
 @beartype
@@ -131,13 +135,18 @@ def _base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
 @server_secret_key_option
 @target_id_option
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @_handle_vws_exceptions()
 @beartype
 def get_target_record(
+    *,
     server_access_key: str,
     server_secret_key: str,
     target_id: str,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
 ) -> None:
     """Get a target record.
 
@@ -149,6 +158,10 @@ def get_target_record(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
     record = vws_client.get_target_record(target_id=target_id).target_record
 
@@ -161,11 +174,15 @@ def get_target_record(
 @server_secret_key_option
 @_handle_vws_exceptions()
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @beartype
 def list_targets(
     server_access_key: str,
     server_secret_key: str,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
 ) -> None:
     """List targets.
 
@@ -177,6 +194,10 @@ def list_targets(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
     targets = vws_client.list_targets()
     yaml_list = yaml.dump(data=targets)
@@ -189,12 +210,17 @@ def list_targets(
 @target_id_option
 @_handle_vws_exceptions()
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @beartype
 def get_duplicate_targets(
+    *,
     server_access_key: str,
     server_secret_key: str,
     target_id: str,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
 ) -> None:
     """Get a list of potential duplicate targets.
 
@@ -206,6 +232,10 @@ def get_duplicate_targets(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
     record = vws_client.get_duplicate_targets(target_id=target_id)
 
@@ -218,11 +248,15 @@ def get_duplicate_targets(
 @server_secret_key_option
 @_handle_vws_exceptions()
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @beartype
 def get_database_summary_report(
     server_access_key: str,
     server_secret_key: str,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
 ) -> None:
     """Get a database summary report.
 
@@ -234,6 +268,10 @@ def get_database_summary_report(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
     report = vws_client.get_database_summary_report()
     yaml_report = yaml.dump(data=dataclasses.asdict(obj=report))
@@ -246,12 +284,17 @@ def get_database_summary_report(
 @target_id_option
 @_handle_vws_exceptions()
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @beartype
 def get_target_summary_report(
+    *,
     server_access_key: str,
     server_secret_key: str,
     target_id: str,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
 ) -> None:
     """Get a target summary report.
 
@@ -263,6 +306,10 @@ def get_target_summary_report(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
     report = vws_client.get_target_summary_report(target_id=target_id)
     report_dict = dataclasses.asdict(obj=report)
@@ -278,12 +325,17 @@ def get_target_summary_report(
 @target_id_option
 @_handle_vws_exceptions()
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @beartype
 def delete_target(
+    *,
     server_access_key: str,
     server_secret_key: str,
     target_id: str,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
 ) -> None:
     """Delete a target.
 
@@ -295,6 +347,10 @@ def delete_target(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
 
     vws_client.delete_target(target_id=target_id)
@@ -310,6 +366,8 @@ def delete_target(
 @active_flag_option(allow_none=False)
 @_handle_vws_exceptions()
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @beartype
 def add_target(
     *,
@@ -320,6 +378,8 @@ def add_target(
     image_file_path: Path,
     active_flag_choice: ActiveFlagChoice,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
     application_metadata: str | None = None,
 ) -> None:
     """Add a target.
@@ -332,6 +392,10 @@ def add_target(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
 
     image_bytes = image_file_path.read_bytes()
@@ -364,6 +428,8 @@ def add_target(
 @target_id_option
 @_handle_vws_exceptions()
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @beartype
 def update_target(
     *,
@@ -372,6 +438,8 @@ def update_target(
     target_id: str,
     image_file_path: Path | None,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
     name: str | None = None,
     application_metadata: str | None = None,
     active_flag_choice: ActiveFlagChoice | None = None,
@@ -387,6 +455,10 @@ def update_target(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
 
     if image_file_path is None:
@@ -445,6 +517,8 @@ def update_target(
 @server_secret_key_option
 @target_id_option
 @_base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @_handle_vws_exceptions()
 @beartype
 def wait_for_target_processed(
@@ -454,6 +528,8 @@ def wait_for_target_processed(
     target_id: str,
     seconds_between_requests: float,
     base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
     timeout_seconds: float,
 ) -> None:
     """Wait for a target to be "processed". This is done by polling the VWS
@@ -463,6 +539,10 @@ def wait_for_target_processed(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
 
     try:
diff --git a/src/vws_cli/options/timeout.py b/src/vws_cli/options/timeout.py
new file mode 100644
index 00000000..bf8bfad3
--- /dev/null
+++ b/src/vws_cli/options/timeout.py
@@ -0,0 +1,35 @@
+"""``click`` options regarding timeouts."""
+
+from collections.abc import Callable
+from typing import Any
+
+import click
+from beartype import beartype
+
+
+@beartype
+def connection_timeout_seconds_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for the connection timeout."""
+    return click.option(
+        "--connection-timeout-seconds",
+        type=click.FloatRange(min=0.05),
+        default=30,
+        help="The connection timeout for HTTP requests, in seconds.",
+        show_default=True,
+    )(command)
+
+
+@beartype
+def read_timeout_seconds_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for the read timeout."""
+    return click.option(
+        "--read-timeout-seconds",
+        type=click.FloatRange(min=0.05),
+        default=30,
+        help="The read timeout for HTTP requests, in seconds.",
+        show_default=True,
+    )(command)
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 409d3f63..3a517f49 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -27,6 +27,10 @@
     client_access_key_option,
     client_secret_key_option,
 )
+from vws_cli.options.timeout import (
+    connection_timeout_seconds_option,
+    read_timeout_seconds_option,
+)
 
 
 @beartype
@@ -116,6 +120,8 @@ def _handle_vwq_exceptions() -> Iterator[None]:
 @_include_target_data_option
 @_max_num_results_option
 @_base_vwq_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
 @_handle_vwq_exceptions()
 # We set the ``version`` parameter because in PyInstaller binaries,
 # ``pkg_resources`` is not available.
@@ -131,12 +137,18 @@ def vuforia_cloud_reco(
     max_num_results: int,
     include_target_data: CloudRecoIncludeTargetData,
     base_vwq_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
 ) -> None:
     """Make a request to the Vuforia Cloud Recognition Service API."""
     client = CloudRecoService(
         client_access_key=client_access_key,
         client_secret_key=client_secret_key,
         base_vwq_url=base_vwq_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
     )
     query_result = client.query(
         image=io.BytesIO(initial_bytes=image.read_bytes()),
diff --git a/tests/test_help/test_query_help.txt b/tests/test_help/test_query_help.txt
index 21f3cd7f..713550da 100644
--- a/tests/test_help/test_query_help.txt
+++ b/tests/test_help/test_query_help.txt
@@ -22,5 +22,11 @@ Options:
                                   1<=x<=50]
   --base-vwq-url TEXT             The base URL for the VWQ API.  [default:
                                   https://cloudreco.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
   --version                       Show the version and exit.
   --help                          Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___add_target___.txt b/tests/test_help/test_vws_command_help___add_target___.txt
index 02446251..d7b4c9ad 100644
--- a/tests/test_help/test_vws_command_help___add_target___.txt
+++ b/tests/test_help/test_vws_command_help___add_target___.txt
@@ -6,22 +6,28 @@ Usage: vws add-target [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#add
 
 Options:
-  --width FLOAT                The width of the target in the Vuforia database.
-                               [required]
-  --application-metadata TEXT  The base64 encoded application metadata
-                               associated with the target.
-  --server-access-key TEXT     A Vuforia server access key to use to access the
-                               Vuforia Web Services API.  [env var:
-                               VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT     A Vuforia server secret key to use to access the
-                               Vuforia Web Services API.  [env var:
-                               VUFORIA_SERVER_SECRET_KEY; required]
-  --name TEXT                  The name of the target in the Vuforia database.
-                               [required]
-  --image FILE                 The path to an image to upload and set as the
-                               target image.  [required]
-  --active-flag [true|false]   Whether or not the target is active for query.
-                               [default: true]
-  --base-vws-url TEXT          The base URL for the VWS API.  [default:
-                               https://vws.vuforia.com]
-  -h, --help                   Show this message and exit.
+  --width FLOAT                   The width of the target in the Vuforia
+                                  database.  [required]
+  --application-metadata TEXT     The base64 encoded application metadata
+                                  associated with the target.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --name TEXT                     The name of the target in the Vuforia
+                                  database.  [required]
+  --image FILE                    The path to an image to upload and set as the
+                                  target image.  [required]
+  --active-flag [true|false]      Whether or not the target is active for query.
+                                  [default: true]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___delete_target___.txt b/tests/test_help/test_vws_command_help___delete_target___.txt
index 472b6d30..8862a48a 100644
--- a/tests/test_help/test_vws_command_help___delete_target___.txt
+++ b/tests/test_help/test_vws_command_help___delete_target___.txt
@@ -6,14 +6,20 @@ Usage: vws delete-target [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#delete.
 
 Options:
-  --server-access-key TEXT  A Vuforia server access key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT  A Vuforia server secret key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_SECRET_KEY; required]
-  --target-id TEXT          The ID of a target in the Vuforia database.
-                            [required]
-  --base-vws-url TEXT       The base URL for the VWS API.  [default:
-                            https://vws.vuforia.com]
-  -h, --help                Show this message and exit.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --target-id TEXT                The ID of a target in the Vuforia database.
+                                  [required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___get_database_summary_report___.txt b/tests/test_help/test_vws_command_help___get_database_summary_report___.txt
index 959d6a22..e6f42a6a 100644
--- a/tests/test_help/test_vws_command_help___get_database_summary_report___.txt
+++ b/tests/test_help/test_vws_command_help___get_database_summary_report___.txt
@@ -6,12 +6,18 @@ Usage: vws get-database-summary-report [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#summary-report.
 
 Options:
-  --server-access-key TEXT  A Vuforia server access key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT  A Vuforia server secret key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_SECRET_KEY; required]
-  --base-vws-url TEXT       The base URL for the VWS API.  [default:
-                            https://vws.vuforia.com]
-  -h, --help                Show this message and exit.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___get_duplicate_targets___.txt b/tests/test_help/test_vws_command_help___get_duplicate_targets___.txt
index b378f3c5..4e406a48 100644
--- a/tests/test_help/test_vws_command_help___get_duplicate_targets___.txt
+++ b/tests/test_help/test_vws_command_help___get_duplicate_targets___.txt
@@ -6,14 +6,20 @@ Usage: vws get-duplicate-targets [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#check.
 
 Options:
-  --server-access-key TEXT  A Vuforia server access key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT  A Vuforia server secret key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_SECRET_KEY; required]
-  --target-id TEXT          The ID of a target in the Vuforia database.
-                            [required]
-  --base-vws-url TEXT       The base URL for the VWS API.  [default:
-                            https://vws.vuforia.com]
-  -h, --help                Show this message and exit.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --target-id TEXT                The ID of a target in the Vuforia database.
+                                  [required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___get_target_record___.txt b/tests/test_help/test_vws_command_help___get_target_record___.txt
index 173b6deb..1896cd69 100644
--- a/tests/test_help/test_vws_command_help___get_target_record___.txt
+++ b/tests/test_help/test_vws_command_help___get_target_record___.txt
@@ -6,14 +6,20 @@ Usage: vws get-target-record [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#target-record.
 
 Options:
-  --server-access-key TEXT  A Vuforia server access key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT  A Vuforia server secret key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_SECRET_KEY; required]
-  --target-id TEXT          The ID of a target in the Vuforia database.
-                            [required]
-  --base-vws-url TEXT       The base URL for the VWS API.  [default:
-                            https://vws.vuforia.com]
-  -h, --help                Show this message and exit.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --target-id TEXT                The ID of a target in the Vuforia database.
+                                  [required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___get_target_summary_report___.txt b/tests/test_help/test_vws_command_help___get_target_summary_report___.txt
index 588ba302..1ec2e61c 100644
--- a/tests/test_help/test_vws_command_help___get_target_summary_report___.txt
+++ b/tests/test_help/test_vws_command_help___get_target_summary_report___.txt
@@ -6,14 +6,20 @@ Usage: vws get-target-summary-report [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#retrieve-report.
 
 Options:
-  --server-access-key TEXT  A Vuforia server access key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT  A Vuforia server secret key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_SECRET_KEY; required]
-  --target-id TEXT          The ID of a target in the Vuforia database.
-                            [required]
-  --base-vws-url TEXT       The base URL for the VWS API.  [default:
-                            https://vws.vuforia.com]
-  -h, --help                Show this message and exit.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --target-id TEXT                The ID of a target in the Vuforia database.
+                                  [required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___list_targets___.txt b/tests/test_help/test_vws_command_help___list_targets___.txt
index 358068ff..9df9f166 100644
--- a/tests/test_help/test_vws_command_help___list_targets___.txt
+++ b/tests/test_help/test_vws_command_help___list_targets___.txt
@@ -6,12 +6,18 @@ Usage: vws list-targets [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#details-list.
 
 Options:
-  --server-access-key TEXT  A Vuforia server access key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT  A Vuforia server secret key to use to access the
-                            Vuforia Web Services API.  [env var:
-                            VUFORIA_SERVER_SECRET_KEY; required]
-  --base-vws-url TEXT       The base URL for the VWS API.  [default:
-                            https://vws.vuforia.com]
-  -h, --help                Show this message and exit.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___update_target___.txt b/tests/test_help/test_vws_command_help___update_target___.txt
index c756d7b8..032a1567 100644
--- a/tests/test_help/test_vws_command_help___update_target___.txt
+++ b/tests/test_help/test_vws_command_help___update_target___.txt
@@ -6,21 +6,29 @@ Usage: vws update-target [OPTIONS]
   https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#update
 
 Options:
-  --width FLOAT                The width of the target in the Vuforia database.
-  --application-metadata TEXT  The base64 encoded application metadata
-                               associated with the target.
-  --server-access-key TEXT     A Vuforia server access key to use to access the
-                               Vuforia Web Services API.  [env var:
-                               VUFORIA_SERVER_ACCESS_KEY; required]
-  --server-secret-key TEXT     A Vuforia server secret key to use to access the
-                               Vuforia Web Services API.  [env var:
-                               VUFORIA_SERVER_SECRET_KEY; required]
-  --name TEXT                  The name of the target in the Vuforia database.
-  --image FILE                 The path to an image to upload and set as the
-                               target image.
-  --active-flag [true|false]   Whether or not the target is active for query.
-  --target-id TEXT             The ID of a target in the Vuforia database.
-                               [required]
-  --base-vws-url TEXT          The base URL for the VWS API.  [default:
-                               https://vws.vuforia.com]
-  -h, --help                   Show this message and exit.
+  --width FLOAT                   The width of the target in the Vuforia
+                                  database.
+  --application-metadata TEXT     The base64 encoded application metadata
+                                  associated with the target.
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --name TEXT                     The name of the target in the Vuforia
+                                  database.
+  --image FILE                    The path to an image to upload and set as the
+                                  target image.
+  --active-flag [true|false]      Whether or not the target is active for query.
+  --target-id TEXT                The ID of a target in the Vuforia database.
+                                  [required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___wait_for_target_processed___.txt b/tests/test_help/test_vws_command_help___wait_for_target_processed___.txt
index 7b07cbc0..9e212530 100644
--- a/tests/test_help/test_vws_command_help___wait_for_target_processed___.txt
+++ b/tests/test_help/test_vws_command_help___wait_for_target_processed___.txt
@@ -23,4 +23,10 @@ Options:
                                   [required]
   --base-vws-url TEXT             The base URL for the VWS API.  [default:
                                   https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
   -h, --help                      Show this message and exit.
diff --git a/tests/test_query.py b/tests/test_query.py
index b41e01da..63522ff9 100644
--- a/tests/test_query.py
+++ b/tests/test_query.py
@@ -270,6 +270,96 @@ def test_default_timeout(
                 assert result.exit_code == 0
 
 
+class TestCustomRequestTimeout:
+    """Tests for custom request timeout options."""
+
+    @staticmethod
+    def test_custom_timeout(
+        high_quality_image: io.BytesIO,
+        tmp_path: Path,
+    ) -> None:
+        """Custom connection and read timeouts are respected."""
+        runner = CliRunner()
+        new_file = tmp_path / uuid.uuid4().hex
+        image_data = high_quality_image.getvalue()
+        new_file.write_bytes(data=image_data)
+        with (
+            freeze_time() as frozen_datetime,
+            MockVWS(
+                response_delay_seconds=5,
+                sleep_fn=lambda seconds: (
+                    frozen_datetime.tick(
+                        delta=datetime.timedelta(seconds=seconds),
+                    ),
+                    None,
+                )[1],
+            ) as mock,
+        ):
+            database = VuforiaDatabase()
+            mock.add_database(database=database)
+            commands = [
+                str(object=new_file),
+                "--client-access-key",
+                database.client_access_key,
+                "--client-secret-key",
+                database.client_secret_key,
+                "--read-timeout-seconds",
+                "1",
+            ]
+
+            with pytest.raises(
+                expected_exception=requests.exceptions.Timeout,
+            ):
+                runner.invoke(
+                    cli=vuforia_cloud_reco,
+                    args=commands,
+                    catch_exceptions=False,
+                    color=True,
+                )
+
+    @staticmethod
+    def test_custom_timeout_no_error(
+        high_quality_image: io.BytesIO,
+        tmp_path: Path,
+    ) -> None:
+        """A sufficiently large timeout does not cause an error."""
+        runner = CliRunner()
+        new_file = tmp_path / uuid.uuid4().hex
+        image_data = high_quality_image.getvalue()
+        new_file.write_bytes(data=image_data)
+        with (
+            freeze_time() as frozen_datetime,
+            MockVWS(
+                response_delay_seconds=5,
+                sleep_fn=lambda seconds: (
+                    frozen_datetime.tick(
+                        delta=datetime.timedelta(seconds=seconds),
+                    ),
+                    None,
+                )[1],
+            ) as mock,
+        ):
+            database = VuforiaDatabase()
+            mock.add_database(database=database)
+            commands = [
+                str(object=new_file),
+                "--client-access-key",
+                database.client_access_key,
+                "--client-secret-key",
+                database.client_secret_key,
+                "--read-timeout-seconds",
+                "60",
+            ]
+
+            result = runner.invoke(
+                cli=vuforia_cloud_reco,
+                args=commands,
+                catch_exceptions=False,
+                color=True,
+            )
+            assert result.exit_code == 0
+
+
 def test_version() -> None:
     """``vuforia-cloud-reco --version`` shows the version."""
     runner = CliRunner()
diff --git a/tests/test_vws_commands.py b/tests/test_vws_commands.py
index 40e330e0..d6992495 100644
--- a/tests/test_vws_commands.py
+++ b/tests/test_vws_commands.py
@@ -353,6 +353,108 @@ def test_default_timeout(
                 assert result.exit_code == 0
 
 
+class TestCustomRequestTimeout:
+    """Tests for custom request timeout options."""
+
+    @staticmethod
+    def test_custom_timeout(
+        high_quality_image: io.BytesIO,
+        tmp_path: Path,
+    ) -> None:
+        """Custom connection and read timeouts are respected."""
+        runner = CliRunner()
+        new_file = tmp_path / uuid.uuid4().hex
+        image_data = high_quality_image.getvalue()
+        new_file.write_bytes(data=image_data)
+        with (
+            freeze_time() as frozen_datetime,
+            MockVWS(
+                response_delay_seconds=5,
+                sleep_fn=lambda seconds: (
+                    frozen_datetime.tick(
+                        delta=datetime.timedelta(seconds=seconds),
+                    ),
+                    None,
+                )[1],
+            ) as mock,
+        ):
+            database = VuforiaDatabase()
+            mock.add_database(database=database)
+            commands = [
+                "add-target",
+                "--name",
+                uuid.uuid4().hex,
+                "--width",
+                "1",
+                "--image",
+                str(object=new_file),
+                "--server-access-key",
+                database.server_access_key,
+                "--server-secret-key",
+                database.server_secret_key,
+                "--read-timeout-seconds",
+                "1",
+            ]
+
+            with pytest.raises(
+                expected_exception=requests.exceptions.Timeout,
+            ):
+                runner.invoke(
+                    cli=vws_group,
+                    args=commands,
+                    catch_exceptions=False,
+                    color=True,
+                )
+
+    @staticmethod
+    def test_custom_timeout_no_error(
+        high_quality_image: io.BytesIO,
+        tmp_path: Path,
+    ) -> None:
+        """A sufficiently large timeout does not cause an error."""
+        runner = CliRunner()
+        new_file = tmp_path / uuid.uuid4().hex
+        image_data = high_quality_image.getvalue()
+        new_file.write_bytes(data=image_data)
+        with (
+            freeze_time() as frozen_datetime,
+            MockVWS(
+                response_delay_seconds=5,
+                sleep_fn=lambda seconds: (
+                    frozen_datetime.tick(
+                        delta=datetime.timedelta(seconds=seconds),
+                    ),
+                    None,
+                )[1],
+            ) as mock,
+        ):
+            database = VuforiaDatabase()
+            mock.add_database(database=database)
+            commands = [
+                "add-target",
+                "--name",
+                uuid.uuid4().hex,
+                "--width",
+                "1",
+                "--image",
+                str(object=new_file),
+                "--server-access-key",
+                database.server_access_key,
+                "--server-secret-key",
+                database.server_secret_key,
+                "--read-timeout-seconds",
+                "60",
+            ]
+
+            result = runner.invoke(
+                cli=vws_group,
+                args=commands,
+                catch_exceptions=False,
+                color=True,
+            )
+            assert result.exit_code == 0
+
+
 class TestAddTarget:
     """Tests for ``vws add-target``."""
 

From 6d4b53ae5cf524464f46f90affe0119cc65a717d Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sun, 15 Feb 2026 13:31:01 +0000
Subject: [PATCH 374/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 4fb49b02..c121ba89 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.02.15.1
+------------
+
+
 2026.02.15
 ----------
 
diff --git a/VERSION b/VERSION
index 13b3652e..e2197fa8 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.02.15
+2026.02.15.1

From 5a3942406edfd8b3e793a32ae9b8bc79a9a12616 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 14:08:49 +0000
Subject: [PATCH 375/792] Fix Linux release: use PyPI API instead of pip index
 (#1954)

* Replace pip index versions with PyPI API check in release workflow

The pip index versions command fails consistently on Linux runners,
likely due to PEP 668 externally-managed Python on Ubuntu 24.04.
Use the PyPI JSON API via curl instead, which is more reliable.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Bump CHANGELOG and VERSION

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
---
 .github/workflows/release.yml | 6 +++---
 CHANGELOG.rst                 | 4 ++++
 VERSION                       | 2 +-
 3 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8df67495..bd656030 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -222,7 +222,7 @@ jobs:
           max_attempts: 50
           command: |
             normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
-            pip index versions vws-cli | grep -wq "$normalized_version"
+            curl -sf "https://pypi.org/pypi/vws-cli/${normalized_version}/json" > /dev/null
 
       - name: Create requirements file
         run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
@@ -321,7 +321,7 @@ jobs:
           shell: bash
           command: |
             normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
-            pip index versions vws-cli | grep -wq "$normalized_version"
+            curl -sf "https://pypi.org/pypi/vws-cli/${normalized_version}/json" > /dev/null
 
       - name: Create requirements file
         run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
@@ -381,7 +381,7 @@ jobs:
           max_attempts: 50
           command: |
             normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
-            pip index versions vws-cli | grep -wq "$normalized_version"
+            curl -sf "https://pypi.org/pypi/vws-cli/${normalized_version}/json" > /dev/null
 
       - name: Create requirements file
         run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index c121ba89..085797d0 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.02.15.2
+------------
+
+
 2026.02.15.1
 ------------
 
diff --git a/VERSION b/VERSION
index e2197fa8..9ed377c0 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.02.15.1
+2026.02.15.2

From d3f2621f823cd4260ac8193c7313e52a2c9a5d36 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 14:09:11 +0000
Subject: [PATCH 376/792] Add keyword-only parameter marker to remaining
 timeout functions (#1953)

Ensure consistency by adding `*,` marker to list_targets and get_database_summary_report, matching the other command functions that received timeout options.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
---
 src/vws_cli/commands.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 411e3521..91eb93b3 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -178,6 +178,7 @@ def get_target_record(
 @read_timeout_seconds_option
 @beartype
 def list_targets(
+    *,
     server_access_key: str,
     server_secret_key: str,
     base_vws_url: str,
@@ -252,6 +253,7 @@ def get_duplicate_targets(
 @read_timeout_seconds_option
 @beartype
 def get_database_summary_report(
+    *,
     server_access_key: str,
     server_secret_key: str,
     base_vws_url: str,

From 9711ecb3f15d4dc58100e3857cf6847d0be3114a Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 15 Feb 2026 22:04:00 +0000
Subject: [PATCH 377/792] Enable coverage report.show_missing (#1955)

* Enable coverage report.show_missing

* [pre-commit.ci lite] apply automatic fixes

---------

Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 7f9d799d..468d64cc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -296,6 +296,7 @@ run.omit = [
 report.exclude_also = [
     "if TYPE_CHECKING:",
 ]
+report.show_missing = true
 
 [tool.mypy]
 strict = true

From 551a5fa22cd59848884078a80ec2f5198c3fb322 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Feb 2026 22:24:01 +0000
Subject: [PATCH 378/792] Bump actionlint-py from 1.7.10.24 to 1.7.11.24

Bumps [actionlint-py](https://github.com/Mateusz-Grzelinski/actionlint-py) from 1.7.10.24 to 1.7.11.24.
- [Commits](https://github.com/Mateusz-Grzelinski/actionlint-py/compare/v1.7.10.24...v1.7.11.24)

---
updated-dependencies:
- dependency-name: actionlint-py
  dependency-version: 1.7.11.24
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 468d64cc..4ba06d9f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,7 +38,7 @@ dependencies = [
     "vws-python==2026.2.15",
 ]
 optional-dependencies.dev = [
-    "actionlint-py==1.7.10.24",
+    "actionlint-py==1.7.11.24",
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",

From 601ac05fa0645924e13650996d58deb422a88640 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Feb 2026 22:24:09 +0000
Subject: [PATCH 379/792] Bump vws-python-mock from 2026.2.15.4 to 2026.2.15.5

Bumps [vws-python-mock](https://github.com/VWS-Python/vws-python-mock) from 2026.2.15.4 to 2026.2.15.5.
- [Release notes](https://github.com/VWS-Python/vws-python-mock/releases)
- [Changelog](https://github.com/VWS-Python/vws-python-mock/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/VWS-Python/vws-python-mock/compare/2026.02.15.4...2026.02.15.5)

---
updated-dependencies:
- dependency-name: vws-python-mock
  dependency-version: 2026.2.15.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 468d64cc..a62acafc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -77,7 +77,7 @@ optional-dependencies.dev = [
     "ty==0.0.17",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
-    "vws-python-mock==2026.2.15.4",
+    "vws-python-mock==2026.2.15.5",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",

From c6f08c8b50dbfb9889cbcd8407fb1802a843a3c8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Feb 2026 22:29:34 +0000
Subject: [PATCH 380/792] Bump doccmd from 2026.1.31.3 to 2026.2.15

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.1.31.3 to 2026.2.15.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.01.31.3...2026.02.15)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.2.15
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 468d64cc..86956965 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.1.31.3",
+    "doccmd==2026.2.15",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
diff --git a/uv.lock b/uv.lock
index e85c5245..6699880e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -375,7 +375,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.1.31.3"
+version = "2026.2.15"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -388,9 +388,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/cd/dc/0532acb0329aba3bb75daf58c5fadda74ebccb60f74e417b394fb8114e45/doccmd-2026.1.31.3.tar.gz", hash = "sha256:258a3cd7770fe87af611230ebefa0c472e969f8237440c258c8064c6330d06dd", size = 187701, upload-time = "2026-01-31T08:26:56.215Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ba/a3/9ade6d8963850dfab36bcd4f800205f8de25b944a51e5e7af74416b6c77a/doccmd-2026.2.15.tar.gz", hash = "sha256:728bc40f437c1cdc41827eda129c3718adf0c27688e49cc724c0d84f34538079", size = 186515, upload-time = "2026-02-15T12:40:28.569Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ae/18/6ed55f3485bec6159ac330f42b17d4fe594104b2837d454d22b02fd0e4e0/doccmd-2026.1.31.3-py2.py3-none-any.whl", hash = "sha256:bfaf61ba806b012c64945f77778f24c9555dd2b36457221d713d04df8a33cbc7", size = 19939, upload-time = "2026-01-31T08:26:54.306Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/57/8c441961ac1642273916fb8dc39ac46781158bcacbadc0995f7b2c263fdf/doccmd-2026.2.15-py2.py3-none-any.whl", hash = "sha256:c22294e647acd09acd5dd9000c243a53466d1b09c7c00dd33c6ba70261032448", size = 19894, upload-time = "2026-02-15T12:40:26.78Z" },
 ]
 
 [[package]]
@@ -2423,7 +2423,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.1.31.3" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.2.15" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },

From d4abfce0f2deea8bc325bdeefe5464ac0ceb1d05 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Feb 2026 22:30:01 +0000
Subject: [PATCH 381/792] Bump actionlint-py from 1.7.10.24 to 1.7.11.24

Bumps [actionlint-py](https://github.com/Mateusz-Grzelinski/actionlint-py) from 1.7.10.24 to 1.7.11.24.
- [Commits](https://github.com/Mateusz-Grzelinski/actionlint-py/compare/v1.7.10.24...v1.7.11.24)

---
updated-dependencies:
- dependency-name: actionlint-py
  dependency-version: 1.7.11.24
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 6 +++---
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 468d64cc..4ba06d9f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,7 +38,7 @@ dependencies = [
     "vws-python==2026.2.15",
 ]
 optional-dependencies.dev = [
-    "actionlint-py==1.7.10.24",
+    "actionlint-py==1.7.11.24",
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
diff --git a/uv.lock b/uv.lock
index e85c5245..ca0e74cd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -16,9 +16,9 @@ wheels = [
 
 [[package]]
 name = "actionlint-py"
-version = "1.7.10.24"
+version = "1.7.11.24"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/9c/01/790379bf4cab91a272421a39b3d80f4a0d1a1ed753c00176be28b7d6adc6/actionlint_py-1.7.10.24.tar.gz", hash = "sha256:bac4e74e944c692fc7c65661009caebf14621bb33d937127ee5df8ac0693736a", size = 12057, upload-time = "2026-01-01T17:06:36.282Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6e/c7/9c673ac323c200d2e45579c15b78ddcdc140b1ad4918addcb0559ef7c90a/actionlint_py-1.7.11.24.tar.gz", hash = "sha256:5f6dffa97101d87f034e935c08eca6158cd46ed5b0d60c2fe65dcab3f6d4959e", size = 12055, upload-time = "2026-02-15T16:52:55.011Z" }
 
 [[package]]
 name = "alabaster"
@@ -2416,7 +2416,7 @@ release = [
 
 [package.metadata]
 requires-dist = [
-    { name = "actionlint-py", marker = "extra == 'dev'", specifier = "==1.7.10.24" },
+    { name = "actionlint-py", marker = "extra == 'dev'", specifier = "==1.7.11.24" },
     { name = "beartype", specifier = "==0.22.9" },
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },

From 1902fe1d4c2ce7aab5a2e094dfb81c0bd0c273a6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Feb 2026 22:30:16 +0000
Subject: [PATCH 382/792] Bump prek from 0.3.2 to 0.3.3

Bumps [prek](https://github.com/j178/prek) from 0.3.2 to 0.3.3.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.2...v0.3.3)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 468d64cc..3afcebeb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.2",
+    "prek==0.3.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.16.0",
diff --git a/uv.lock b/uv.lock
index e85c5245..547bba94 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1231,26 +1231,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.3.2"
+version = "0.3.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/d3/f5/ee52def928dd1355c20bcfcf765e1e61434635c33f3075e848e7b83a157b/prek-0.3.2.tar.gz", hash = "sha256:dce0074ff1a21290748ca567b4bda7553ee305a8c7b14d737e6c58364a499364", size = 334229, upload-time = "2026-02-06T13:49:47.539Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/bf/f1/7613dc8347a33e40fc5b79eec6bc7d458d8bbc339782333d8433b665f86f/prek-0.3.3.tar.gz", hash = "sha256:117bd46ebeb39def24298ce021ccc73edcf697b81856fcff36d762dd56093f6f", size = 343697, upload-time = "2026-02-15T13:33:28.723Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/76/69/70a5fc881290a63910494df2677c0fb241d27cfaa435bbcd0de5cd2e2443/prek-0.3.2-py3-none-linux_armv6l.whl", hash = "sha256:4f352f9c3fc98aeed4c8b2ec4dbf16fc386e45eea163c44d67e5571489bd8e6f", size = 4614960, upload-time = "2026-02-06T13:50:05.818Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/15/a82d5d32a2207ccae5d86ea9e44f2b93531ed000faf83a253e8d1108e026/prek-0.3.2-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:4a000cfbc3a6ec7d424f8be3c3e69ccd595448197f92daac8652382d0acc2593", size = 4622889, upload-time = "2026-02-06T13:49:53.662Z" },
-    { url = "https://files.pythonhosted.org/packages/89/75/ea833b58a12741397017baef9b66a6e443bfa8286ecbd645d14111446280/prek-0.3.2-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5436bdc2702cbd7bcf9e355564ae66f8131211e65fefae54665a94a07c3d450a", size = 4239653, upload-time = "2026-02-06T13:50:02.88Z" },
-    { url = "https://files.pythonhosted.org/packages/10/b4/d9c3885987afac6e20df4cb7db14e3b0d5a08a77ae4916488254ebac4d0b/prek-0.3.2-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:0161b5f584f9e7f416d6cf40a17b98f17953050ff8d8350ec60f20fe966b86b6", size = 4595101, upload-time = "2026-02-06T13:49:49.813Z" },
-    { url = "https://files.pythonhosted.org/packages/21/a6/1a06473ed83dbc898de22838abdb13954e2583ce229f857f61828384634c/prek-0.3.2-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4e641e8533bca38797eebb49aa89ed0e8db0e61225943b27008c257e3af4d631", size = 4521978, upload-time = "2026-02-06T13:49:41.266Z" },
-    { url = "https://files.pythonhosted.org/packages/0c/5e/c38390d5612e6d86b32151c1d2fdab74a57913473193591f0eb00c894c21/prek-0.3.2-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cfca1810d49d3f9ef37599c958c4e716bc19a1d78a7e88cbdcb332e0b008994f", size = 4829108, upload-time = "2026-02-06T13:49:44.598Z" },
-    { url = "https://files.pythonhosted.org/packages/80/a6/cecce2ab623747ff65ed990bb0d95fa38449ee19b348234862acf9392fff/prek-0.3.2-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e5d69d754299a95a85dc20196f633232f306bee7e7c8cba61791f49ce70404ec", size = 5357520, upload-time = "2026-02-06T13:49:48.512Z" },
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 [[package]]
@@ -2431,7 +2431,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.2" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.3" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.0" },

From 9c9b3c7607ed758db84c58db46d8d9ae866886b8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 17 Feb 2026 22:24:08 +0000
Subject: [PATCH 383/792] Bump pyrefly from 0.52.0 to 0.53.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.52.0 to 0.53.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.52.0...0.53.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.53.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 744de85a..35e48aa4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
     "pyproject-fmt==2.16.0",
-    "pyrefly==0.52.0",
+    "pyrefly==0.53.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 1543a22d7e08b2db45d063120a286b7fd31d9a2f Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 18 Feb 2026 12:56:12 +0000
Subject: [PATCH 384/792] Use CPU-only PyTorch index to speed up dev
 installation (#1967)

---
 pyproject.toml |  17 +++
 uv.lock        | 367 +++++++++++++++++--------------------------------
 2 files changed, 140 insertions(+), 244 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 35e48aa4..931d063b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,6 +74,11 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
+    # Listed explicitly (despite being transitive via vws-python-mock) so that
+    # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
+    # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
+    "torch>=2.5.1",
+    "torchvision>=0.20.1",
     "ty==0.0.17",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
@@ -106,6 +111,11 @@ packages.find.where = [
 # worrying about including the file in MANIFEST.in.
 version_file = "src/vws_cli/_setuptools_scm_version.py"
 
+[tool.uv]
+sources.torch = { index = "pytorch-cpu" }
+sources.torchvision = { index = "pytorch-cpu" }
+index = [ { name = "pytorch-cpu", url = "https://download.pytorch.org/whl/cpu", explicit = true } ]
+
 [tool.ruff]
 line-length = 79
 lint.select = [
@@ -278,6 +288,13 @@ pep621_dev_dependency_groups = [
     "packaging",
     "release",
 ]
+# torch and torchvision are listed explicitly in dev deps to allow
+# [tool.uv.sources] to redirect them to the CPU-only PyTorch index,
+# but they are not directly imported in the vws-cli source code.
+per_rule_ignores.DEP002 = [
+    "torch",
+    "torchvision",
+]
 
 [tool.pyproject-fmt]
 indent = 4
diff --git a/uv.lock b/uv.lock
index 1bc9d5c6..67fa21e3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,6 +1,10 @@
 version = 1
 revision = 3
 requires-python = ">=3.13"
+resolution-markers = [
+    "sys_platform != 'darwin'",
+    "sys_platform == 'darwin'",
+]
 
 [[package]]
 name = "accessible-pygments"
@@ -101,7 +105,7 @@ name = "build"
 version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "os_name == 'nt'" },
+    { name = "colorama", marker = "os_name == 'nt' and sys_platform != 'darwin'" },
     { name = "packaging" },
     { name = "pyproject-hooks" },
 ]
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 version = "0.24.0"
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+resolution-markers = [
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+    { name = "pillow", marker = "sys_platform != 'darwin'" },
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+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:813f0106eb3e268f3783da67b882458e544c6fb72f946e6ca64b5ed4e62c6a77" },
+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:9212210f417888e6261c040495180f053084812cf873dedba9fc51ff4b24b2d3" },
+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:0c2d0da9bc011a0fde1d125af396a8fbe94d99becf9d313764f24ca7657a3448" },
+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:4d72a57a8f0b5146e26dac1fbfa2c905280cd04f5fcb23b9c56253506b683aeb" },
+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:499eae1e535766391b6ee2d1e6e841239c20e2e6d88203a15b8f9f8d60a1f8bd" },
+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:7d47d544899fabac52ebe0d4812975608fd7ab79a3d7fb6383275eb667e33f53" },
+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:9511339b3b5eb75229e0b5041202e8aed9bef3b1de3a715b9fb319c9e97688fd" },
+    { url = "https://download.pytorch.org/whl/cpu/torchvision-0.25.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:fb9f07f6a10f0ac24ac482ae68c6df99110b74a0d80a4c64fddc9753267d8815" },
 ]
 
 [[package]]
@@ -2401,6 +2273,10 @@ dev = [
     { name = "sphinx-pyproject" },
     { name = "sphinx-substitution-extensions" },
     { name = "sphinxcontrib-spelling" },
+    { name = "torch", version = "2.10.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.25.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "ty" },
     { name = "types-pyyaml" },
     { name = "vulture" },
@@ -2435,7 +2311,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.0" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.52.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.53.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },
@@ -2454,11 +2330,13 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
+    { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
+    { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.17" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2026.2.15" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.15.4" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.15.5" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2482,7 +2360,7 @@ wheels = [
 
 [[package]]
 name = "vws-python-mock"
-version = "2026.2.15.4"
+version = "2026.2.15.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2493,15 +2371,16 @@ dependencies = [
     { name = "pydantic-settings" },
     { name = "requests" },
     { name = "responses" },
-    { name = "torch" },
+    { name = "torch", version = "2.10.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "torchmetrics" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/bc/e5/f8fd558b01fbd19153636b0e0b58064232544fb2a688770d7078f24fa7b4/vws_python_mock-2026.2.15.5.tar.gz", hash = "sha256:940e6c089c2c94fbd97a6ddb7efcc702d8dd808bbb33eb8f69ff22062dd74256", size = 133098, upload-time = "2026-02-15T21:42:44.852Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e1/a3/f10539e8a0968e970df25459f8f8800083e3cd29be78978d065f2b63aac2/vws_python_mock-2026.2.15.5-py2.py3-none-any.whl", hash = "sha256:5e9ff1ac1eb52cd5470535fbc0eaa59362d736a75907bc5ce16b3a42ae8a9653", size = 64161, upload-time = "2026-02-15T21:42:43.125Z" },
 ]
 
 [[package]]

From c61829230aa0ac140988700049a3bd9c377d49c8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:23:18 +0000
Subject: [PATCH 385/792] Bump pyproject-fmt from 2.16.0 to 2.16.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.16.0 to 2.16.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.16.0...pyproject-fmt/2.16.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.16.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 931d063b..0d93ce99 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.16.0",
+    "pyproject-fmt==2.16.1",
     "pyrefly==0.53.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From 8d8c1cec4ec110380d391972bb33b60f840ab896 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:24:02 +0000
Subject: [PATCH 386/792] Bump ruff from 0.15.1 to 0.15.2

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.1 to 0.15.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.1...0.15.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 931d063b..2b84b5ad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.1",
+    "ruff==0.15.2",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 2ff31d10d23ff417ecbceece69cf2fb5b94edb64 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:24:19 +0000
Subject: [PATCH 387/792] Bump vws-python-mock from 2026.2.15.5 to 2026.2.18.2

Bumps [vws-python-mock](https://github.com/VWS-Python/vws-python-mock) from 2026.2.15.5 to 2026.2.18.2.
- [Release notes](https://github.com/VWS-Python/vws-python-mock/releases)
- [Changelog](https://github.com/VWS-Python/vws-python-mock/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/VWS-Python/vws-python-mock/compare/2026.02.15.5...2026.02.18.2)

---
updated-dependencies:
- dependency-name: vws-python-mock
  dependency-version: 2026.2.18.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 931d063b..c8dcbdc2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ optional-dependencies.dev = [
     "ty==0.0.17",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
-    "vws-python-mock==2026.2.15.5",
+    "vws-python-mock==2026.2.18.2",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",

From bb2e73d998ece436829a2fe52c0dd20820d0b5fe Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:27:28 +0000
Subject: [PATCH 388/792] Bump pyproject-fmt from 2.16.0 to 2.16.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.16.0 to 2.16.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.16.0...pyproject-fmt/2.16.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.16.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 20 ++++++++++----------
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 931d063b..0d93ce99 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.4",
-    "pyproject-fmt==2.16.0",
+    "pyproject-fmt==2.16.1",
     "pyrefly==0.53.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 67fa21e3..5bd0af0b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1247,20 +1247,20 @@ spelling = [
 
 [[package]]
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 [[package]]
@@ -2310,7 +2310,7 @@ requires-dist = [
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     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
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+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.1" },
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     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
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From 199a9ae216b1fb6fbe0df7cfbdda807bca00741a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:28:23 +0000
Subject: [PATCH 389/792] Bump flask from 3.1.2 to 3.1.3

Bumps [flask](https://github.com/pallets/flask) from 3.1.2 to 3.1.3.
- [Release notes](https://github.com/pallets/flask/releases)
- [Changelog](https://github.com/pallets/flask/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/flask/compare/3.1.2...3.1.3)

---
updated-dependencies:
- dependency-name: flask
  dependency-version: 3.1.3
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/uv.lock b/uv.lock
index 67fa21e3..ee4bff27 100644
--- a/uv.lock
+++ b/uv.lock
@@ -441,7 +441,7 @@ wheels = [
 
 [[package]]
 name = "flask"
-version = "3.1.2"
+version = "3.1.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -451,9 +451,9 @@ dependencies = [
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 [[package]]
@@ -1247,20 +1247,20 @@ spelling = [
 
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 [[package]]
@@ -2310,7 +2310,7 @@ requires-dist = [
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     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.1" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.53.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From be8bfd8c6690153e64d349ef186505b0f75edf9f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:29:20 +0000
Subject: [PATCH 390/792] Bump pylint[spelling] from 4.0.4 to 4.0.5

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 4.0.4 to 4.0.5.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.4...v4.0.5)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5e79da01..1acedbe9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.3",
     "pydocstringformatter==0.7.5",
-    "pylint[spelling]==4.0.4",
+    "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.16.1",
     "pyrefly==0.53.0",
     "pyright==1.1.408",

From 5aa9a1ef8e6ab098cde359d5532a7d85d439fac7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:29:34 +0000
Subject: [PATCH 391/792] Bump werkzeug from 3.1.5 to 3.1.6

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.1.5 to 3.1.6.
- [Release notes](https://github.com/pallets/werkzeug/releases)
- [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/werkzeug/compare/3.1.5...3.1.6)

---
updated-dependencies:
- dependency-name: werkzeug
  dependency-version: 3.1.6
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 80 +++++++++++++++++++++++++++++----------------------------
 1 file changed, 41 insertions(+), 39 deletions(-)

diff --git a/uv.lock b/uv.lock
index 67fa21e3..e893aed7 100644
--- a/uv.lock
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@@ -2310,7 +2310,7 @@ requires-dist = [
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     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
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-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.1" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.53.0" },
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     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2318,7 +2318,7 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.1" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.2" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
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     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
@@ -2336,7 +2336,7 @@ requires-dist = [
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     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2026.2.15" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.15.5" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.18.2" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2360,7 +2360,7 @@ wheels = [
 
 [[package]]
 name = "vws-python-mock"
-version = "2026.2.15.5"
+version = "2026.2.18.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -2374,13 +2374,15 @@ dependencies = [
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     { name = "torchmetrics" },
+    { name = "torchvision", version = "0.25.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
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 [[package]]

From 5b280eaeb640d0bc656113c09e0ad574edebbb40 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:29:48 +0000
Subject: [PATCH 392/792] Bump ty from 0.0.17 to 0.0.18

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.17 to 0.0.18.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.17...0.0.18)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.18
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5e79da01..64f500a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.17",
+    "ty==0.0.18",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2026.2.18.2",

From 80288659ac8347424c1628a12cb90915812e3418 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Feb 2026 22:30:15 +0000
Subject: [PATCH 393/792] Bump ty from 0.0.17 to 0.0.18

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.17 to 0.0.18.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.17...0.0.18)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.18
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 112 +++++++++++++++++++++++++------------------------
 2 files changed, 58 insertions(+), 56 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5e79da01..64f500a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.17",
+    "ty==0.0.18",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2026.2.18.2",
diff --git a/uv.lock b/uv.lock
index 67fa21e3..f560d7f5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1247,20 +1247,20 @@ spelling = [
 
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     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
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-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.1" },
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@@ -2318,7 +2318,7 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.1" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.2" },
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@@ -2332,11 +2332,11 @@ requires-dist = [
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-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.17" },
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     { name = "vws-python", specifier = "==2026.2.15" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.15.5" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.18.2" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
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     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2360,7 +2360,7 @@ wheels = [
 
 [[package]]
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-version = "2026.2.15.5"
+version = "2026.2.18.2"
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@@ -2374,13 +2374,15 @@ dependencies = [
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     { name = "torchmetrics" },
+    { name = "torchvision", version = "0.25.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
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 [[package]]

From 865a104637a643ecb6bfd7bc28fb1a1b37265fbe Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 21 Feb 2026 09:06:10 +0000
Subject: [PATCH 394/792] Bump vws-python to 2026.2.21 (#1981)

All tests pass. Also updates pylint to 4.0.5 as a side effect of the lock file update.

Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 16 ++++++++--------
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c8172d8..09cef988 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
     "beartype==0.22.9",
     "click==8.3.1",
     "pyyaml==6.0.3",
-    "vws-python==2026.2.15",
+    "vws-python==2026.2.21",
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.11.24",
diff --git a/uv.lock b/uv.lock
index 77ad94b3..54203d81 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1224,7 +1224,7 @@ wheels = [
 
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+version = "4.0.5"
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@@ -2309,7 +2309,7 @@ requires-dist = [
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-    { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.4" },
+    { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
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     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
@@ -2335,7 +2335,7 @@ requires-dist = [
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     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
-    { name = "vws-python", specifier = "==2026.2.15" },
+    { name = "vws-python", specifier = "==2026.2.21" },
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.18.2" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
@@ -2345,7 +2345,7 @@ provides-extras = ["dev", "release"]
 
 [[package]]
 name = "vws-python"
-version = "2026.2.15"
+version = "2026.2.21"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -2353,9 +2353,9 @@ dependencies = [
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+sdist = { url = "https://files.pythonhosted.org/packages/db/88/f9a737c1bffd5d6b14771f99c1f9066612ba30f816a4cb6a62a95b30a254/vws_python-2026.2.21.tar.gz", hash = "sha256:d7ebebd332ec99d255949251f7f45bb59043d466b1ca6ae34784be75611b8673", size = 38998, upload-time = "2026-02-21T08:32:49.331Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/90/d7/25302074b5b94b11bd9d61077688c326d928628c834d028881835b95bd3a/vws_python-2026.2.15-py2.py3-none-any.whl", hash = "sha256:43864eb50aca665ce7e5efdcc63344e4ba87aaceaca0e3ae794746bd0626db51", size = 15796, upload-time = "2026-02-15T12:37:15.788Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/d9/8e2a50a1724de6a86509cabfe68311118a3220dbcafd47e960101b82ea99/vws_python-2026.2.21-py2.py3-none-any.whl", hash = "sha256:395afe8f899bc1ff51d75cd885d672a1cc0b68013e07271962a143892abe0ea7", size = 18905, upload-time = "2026-02-21T08:32:47.991Z" },
 ]
 
 [[package]]

From c8e9a962287505511375fdea7ffb28a370c22290 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 21 Feb 2026 09:48:00 +0000
Subject: [PATCH 395/792] Add missing @beartype to active_flag_option (#1982)

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
---
 src/vws_cli/options/targets.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/vws_cli/options/targets.py b/src/vws_cli/options/targets.py
index aeb9be60..884dee67 100644
--- a/src/vws_cli/options/targets.py
+++ b/src/vws_cli/options/targets.py
@@ -64,6 +64,7 @@ class ActiveFlagChoice(Enum):
     FALSE = "false"
 
 
+@beartype
 def active_flag_option(
     *,
     allow_none: bool,

From 2caf6bf1a7c44b0baf0127d4690b5bffb6d57f45 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 21 Feb 2026 10:16:31 +0000
Subject: [PATCH 396/792] Use native pytest TOML configuration (#1983)

Remove `ini_options.` prefix from pytest configuration keys under
`[tool.pytest]`, using the native TOML configuration format supported
since pytest 9.0.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
---
 pyproject.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 09cef988..9ac204e4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -302,8 +302,8 @@ keep_full_version = true
 max_supported_python = "3.14"
 
 [tool.pytest]
-ini_options.xfail_strict = true
-ini_options.log_cli = true
+xfail_strict = true
+log_cli = true
 
 [tool.coverage]
 run.branch = true

From a30cb99da3452654e1ef39a2a19248224de098b5 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 22 Feb 2026 00:16:28 +0000
Subject: [PATCH 397/792] Use keyword-only parameters in tests (#1985)

Enforce keyword-only arguments in test functions that accept
multiple parameters, improving call-site clarity.

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 tests/test_help.py         |  1 +
 tests/test_query.py        | 22 ++++++++++++++++++++--
 tests/test_query_errors.py |  5 +++++
 tests/test_vws_commands.py | 22 ++++++++++++++++++++--
 tests/test_vws_errors.py   |  9 +++++++++
 5 files changed, 55 insertions(+), 4 deletions(-)

diff --git a/tests/test_help.py b/tests/test_help.py
index 0ec1fb07..d37c8e18 100644
--- a/tests/test_help.py
+++ b/tests/test_help.py
@@ -18,6 +18,7 @@
     ids=[str(object=cmd) for cmd in _COMMANDS],
 )
 def test_vws_command_help(
+    *,
     command: list[str],
     file_regression: FileRegressionFixture,
 ) -> None:
diff --git a/tests/test_query.py b/tests/test_query.py
index 63522ff9..335a0296 100644
--- a/tests/test_query.py
+++ b/tests/test_query.py
@@ -23,6 +23,7 @@ class TestQuery:
 
     @staticmethod
     def test_no_matches(
+        *,
         mock_database: VuforiaDatabase,
         tmp_path: Path,
         high_quality_image: io.BytesIO,
@@ -51,6 +52,7 @@ def test_no_matches(
 
     @staticmethod
     def test_matches(
+        *,
         tmp_path: Path,
         high_quality_image: io.BytesIO,
         vws_client: VWS,
@@ -100,6 +102,7 @@ def test_matches(
 
     @staticmethod
     def test_image_file_is_dir(
+        *,
         tmp_path: Path,
         mock_database: VuforiaDatabase,
     ) -> None:
@@ -137,6 +140,7 @@ def test_image_file_is_dir(
 
     @staticmethod
     def test_relative_path(
+        *,
         tmp_path: Path,
         mock_database: VuforiaDatabase,
         high_quality_image: io.BytesIO,
@@ -170,6 +174,7 @@ def test_relative_path(
 
     @staticmethod
     def test_image_file_does_not_exist(
+        *,
         mock_database: VuforiaDatabase,
         tmp_path: Path,
     ) -> None:
@@ -215,9 +220,9 @@ class TestDefaultRequestTimeout:
         argvalues=[(29, False), (31, True)],
     )
     def test_default_timeout(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        *,
         response_delay_seconds: int,
         expect_timeout: bool,
     ) -> None:
@@ -275,6 +280,7 @@ class TestCustomRequestTimeout:
 
     @staticmethod
     def test_custom_timeout(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
     ) -> None:
@@ -319,6 +325,7 @@ def test_custom_timeout(
 
     @staticmethod
     def test_custom_timeout_no_error(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
     ) -> None:
@@ -379,6 +386,7 @@ class TestMaxNumResults:
 
     @staticmethod
     def test_default(
+        *,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -425,6 +433,7 @@ def test_default(
 
     @staticmethod
     def test_custom(
+        *,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -482,6 +491,7 @@ def test_custom(
 
     @staticmethod
     def test_out_of_range(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
         mock_database: VuforiaDatabase,
@@ -520,6 +530,7 @@ class TestIncludeTargetData:
 
     @staticmethod
     def test_default(
+        *,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -569,6 +580,7 @@ def test_default(
 
     @staticmethod
     def test_top(
+        *,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -623,6 +635,7 @@ def test_top(
 
     @staticmethod
     def test_none(
+        *,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -677,6 +690,7 @@ def test_none(
 
     @staticmethod
     def test_all(
+        *,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -729,6 +743,7 @@ def test_all(
 
     @staticmethod
     def test_other(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
         mock_database: VuforiaDatabase,
@@ -768,7 +783,9 @@ def test_other(
         assert expected_stderr in result.stderr
 
 
-def test_base_vwq_url(high_quality_image: io.BytesIO, tmp_path: Path) -> None:
+def test_base_vwq_url(
+    *, high_quality_image: io.BytesIO, tmp_path: Path
+) -> None:
     """
     It is possible to use query a target to a database under a custom
     VWQ URL.
@@ -818,6 +835,7 @@ def test_base_vwq_url(high_quality_image: io.BytesIO, tmp_path: Path) -> None:
 
 
 def test_env_var_credentials(
+    *,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
     mock_database: VuforiaDatabase,
diff --git a/tests/test_query_errors.py b/tests/test_query_errors.py
index 6067bc70..1b473c9f 100644
--- a/tests/test_query_errors.py
+++ b/tests/test_query_errors.py
@@ -14,6 +14,7 @@
 
 
 def test_authentication_failure(
+    *,
     mock_database: VuforiaDatabase,
     tmp_path: Path,
     high_quality_image: io.BytesIO,
@@ -42,6 +43,7 @@ def test_authentication_failure(
 
 
 def test_image_too_large(
+    *,
     mock_database: VuforiaDatabase,
     tmp_path: Path,
     png_too_large: io.BytesIO,
@@ -70,6 +72,7 @@ def test_image_too_large(
 
 
 def test_bad_image(
+    *,
     mock_database: VuforiaDatabase,
     tmp_path: Path,
 ) -> None:
@@ -102,6 +105,7 @@ def test_bad_image(
 
 
 def test_inactive_project(
+    *,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
 ) -> None:
@@ -140,6 +144,7 @@ def test_inactive_project(
 
 
 def test_request_time_too_skewed(
+    *,
     high_quality_image: io.BytesIO,
     mock_database: VuforiaDatabase,
     tmp_path: Path,
diff --git a/tests/test_vws_commands.py b/tests/test_vws_commands.py
index d6992495..73f95665 100644
--- a/tests/test_vws_commands.py
+++ b/tests/test_vws_commands.py
@@ -23,6 +23,7 @@
 
 
 def test_get_database_summary_report(
+    *,
     mock_database: VuforiaDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
@@ -71,6 +72,7 @@ def test_get_database_summary_report(
 
 
 def test_list_targets(
+    *,
     mock_database: VuforiaDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
@@ -112,6 +114,7 @@ def test_list_targets(
 
 
 def test_get_target_record(
+    *,
     mock_database: VuforiaDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
@@ -154,6 +157,7 @@ def test_get_target_record(
 
 
 def test_get_target_summary_report(
+    *,
     mock_database: VuforiaDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
@@ -202,6 +206,7 @@ def test_get_target_summary_report(
 
 
 def test_delete_target(
+    *,
     mock_database: VuforiaDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
@@ -238,6 +243,7 @@ def test_delete_target(
 
 
 def test_get_duplicate_targets(
+    *,
     mock_database: VuforiaDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
@@ -292,9 +298,9 @@ class TestDefaultRequestTimeout:
         argvalues=[(29, False), (31, True)],
     )
     def test_default_timeout(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        *,
         response_delay_seconds: int,
         expect_timeout: bool,
     ) -> None:
@@ -358,6 +364,7 @@ class TestCustomRequestTimeout:
 
     @staticmethod
     def test_custom_timeout(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
     ) -> None:
@@ -408,6 +415,7 @@ def test_custom_timeout(
 
     @staticmethod
     def test_custom_timeout_no_error(
+        *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
     ) -> None:
@@ -460,6 +468,7 @@ class TestAddTarget:
 
     @staticmethod
     def test_add_target(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
@@ -510,6 +519,7 @@ def test_add_target(
 
     @staticmethod
     def test_image_file_does_not_exist(
+        *,
         mock_database: VuforiaDatabase,
         tmp_path: Path,
     ) -> None:
@@ -553,6 +563,7 @@ def test_image_file_does_not_exist(
 
     @staticmethod
     def test_image_file_is_dir(
+        *,
         mock_database: VuforiaDatabase,
         tmp_path: Path,
     ) -> None:
@@ -596,6 +607,7 @@ def test_image_file_is_dir(
 
     @staticmethod
     def test_relative_path(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
@@ -637,6 +649,7 @@ def test_relative_path(
 
     @staticmethod
     def test_custom_metadata(
+        *,
         mock_database: VuforiaDatabase,
         cloud_reco_client: CloudRecoService,
         vws_client: VWS,
@@ -694,12 +707,12 @@ def test_custom_metadata(
         ],
     )
     def test_custom_active_flag(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
         active_flag_given: str,
-        *,
         active_flag_expected: bool,
     ) -> None:
         """The Active Flag of the new target can be chosen."""
@@ -741,6 +754,7 @@ class TestWaitForTargetProcessed:
 
     @staticmethod
     def test_wait_for_target_processed(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
@@ -1138,6 +1152,7 @@ def test_update_target(
 
     @staticmethod
     def test_no_fields_given(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
@@ -1175,6 +1190,7 @@ def test_no_fields_given(
 
     @staticmethod
     def test_image_file_does_not_exist(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
@@ -1226,6 +1242,7 @@ def test_image_file_does_not_exist(
 
     @staticmethod
     def test_image_file_is_dir(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
@@ -1277,6 +1294,7 @@ def test_image_file_is_dir(
 
     @staticmethod
     def test_relative_path(
+        *,
         mock_database: VuforiaDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
diff --git a/tests/test_vws_errors.py b/tests/test_vws_errors.py
index 321f4c75..f47fede7 100644
--- a/tests/test_vws_errors.py
+++ b/tests/test_vws_errors.py
@@ -42,6 +42,7 @@ def test_target_id_does_not_exist(mock_database: VuforiaDatabase) -> None:
 
 
 def test_bad_image(
+    *,
     mock_database: VuforiaDatabase,
     tmp_path: Path,
 ) -> None:
@@ -75,6 +76,7 @@ def test_bad_image(
 
 
 def test_fail_bad_request(
+    *,
     mock_database: VuforiaDatabase,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
@@ -115,6 +117,7 @@ def test_fail_bad_request(
 
 
 def test_metadata_too_large(
+    *,
     mock_database: VuforiaDatabase,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
@@ -146,6 +149,7 @@ def test_metadata_too_large(
 
 
 def test_image_too_large(
+    *,
     mock_database: VuforiaDatabase,
     png_too_large: io.BytesIO,
     tmp_path: Path,
@@ -181,6 +185,7 @@ def test_image_too_large(
 
 
 def test_target_name_exist(
+    *,
     mock_database: VuforiaDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
@@ -229,6 +234,7 @@ def test_target_name_exist(
 
 
 def test_project_inactive(
+    *,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
 ) -> None:
@@ -273,6 +279,7 @@ def test_project_inactive(
 
 
 def test_unknown_vws_error(
+    *,
     mock_database: VuforiaDatabase,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
@@ -318,6 +325,7 @@ def test_unknown_vws_error(
 
 
 def test_target_status_processing(
+    *,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
     mock_database: VuforiaDatabase,
@@ -362,6 +370,7 @@ def test_target_status_processing(
 
 
 def test_target_status_not_success(
+    *,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
     mock_database: VuforiaDatabase,

From edb50ee155a0517fa222af9dba4abe4b3d8a908b Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 22 Feb 2026 01:13:39 +0000
Subject: [PATCH 398/792] Bump vws-python-mock to 2026.2.21 (#1986)

Update vws-python-mock from 2026.2.18.2 to 2026.2.21 and adapt tests to the new API.
VuforiaDatabase has been renamed to CloudDatabase, and add_database() is now add_cloud_database().
All tests pass with the new version.

Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
---
 pyproject.toml             |  2 +-
 tests/conftest.py          | 14 ++++----
 tests/test_query.py        | 46 ++++++++++++-------------
 tests/test_query_errors.py | 14 ++++----
 tests/test_vws_commands.py | 70 +++++++++++++++++++-------------------
 tests/test_vws_errors.py   | 28 +++++++--------
 uv.lock                    |  8 ++---
 7 files changed, 91 insertions(+), 91 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9ac204e4..84b6698d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ optional-dependencies.dev = [
     "ty==0.0.18",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
-    "vws-python-mock==2026.2.18.2",
+    "vws-python-mock==2026.2.21",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",
diff --git a/tests/conftest.py b/tests/conftest.py
index b11ab73b..6d6385d4 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -5,7 +5,7 @@
 import pytest
 from beartype import beartype
 from mock_vws import MockVWS
-from mock_vws.database import VuforiaDatabase
+from mock_vws.database import CloudDatabase
 from vws import VWS, CloudRecoService
 
 
@@ -18,16 +18,16 @@ def pytest_collection_modifyitems(items: list[pytest.Item]) -> None:
 
 
 @pytest.fixture(name="mock_database")
-def fixture_mock_database() -> Iterator[VuforiaDatabase]:
-    """Yield a mock ``VuforiaDatabase``."""
+def fixture_mock_database() -> Iterator[CloudDatabase]:
+    """Yield a mock ``CloudDatabase``."""
     with MockVWS() as mock:
-        database = VuforiaDatabase()
-        mock.add_database(database=database)
+        database = CloudDatabase()
+        mock.add_cloud_database(cloud_database=database)
         yield database
 
 
 @pytest.fixture
-def vws_client(mock_database: VuforiaDatabase) -> VWS:
+def vws_client(mock_database: CloudDatabase) -> VWS:
     """Return a VWS client which connects to a mock database."""
     return VWS(
         server_access_key=mock_database.server_access_key,
@@ -37,7 +37,7 @@ def vws_client(mock_database: VuforiaDatabase) -> VWS:
 
 @pytest.fixture
 def cloud_reco_client(
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
 ) -> CloudRecoService:
     """
     Return a ``CloudRecoService`` client which connects to a mock
diff --git a/tests/test_query.py b/tests/test_query.py
index 335a0296..5fe1ea1d 100644
--- a/tests/test_query.py
+++ b/tests/test_query.py
@@ -12,7 +12,7 @@
 from click.testing import CliRunner
 from freezegun import freeze_time
 from mock_vws import MockVWS
-from mock_vws.database import VuforiaDatabase
+from mock_vws.database import CloudDatabase
 from vws import VWS
 
 from vws_cli.query import vuforia_cloud_reco
@@ -24,7 +24,7 @@ class TestQuery:
     @staticmethod
     def test_no_matches(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         tmp_path: Path,
         high_quality_image: io.BytesIO,
     ) -> None:
@@ -56,7 +56,7 @@ def test_matches(
         tmp_path: Path,
         high_quality_image: io.BytesIO,
         vws_client: VWS,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """Details of matching targets are shown."""
         name = uuid.uuid4().hex
@@ -104,7 +104,7 @@ def test_matches(
     def test_image_file_is_dir(
         *,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """
         An appropriate error is given if the given image file path
@@ -142,7 +142,7 @@ def test_image_file_is_dir(
     def test_relative_path(
         *,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         high_quality_image: io.BytesIO,
     ) -> None:
         """Image file paths are resolved."""
@@ -175,7 +175,7 @@ def test_relative_path(
     @staticmethod
     def test_image_file_does_not_exist(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         tmp_path: Path,
     ) -> None:
         """
@@ -245,8 +245,8 @@ def test_default_timeout(
                 )[1],
             ) as mock,
         ):
-            database = VuforiaDatabase()
-            mock.add_database(database=database)
+            database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=database)
             commands = [
                 str(object=new_file),
                 "--client-access-key",
@@ -301,8 +301,8 @@ def test_custom_timeout(
                 )[1],
             ) as mock,
         ):
-            database = VuforiaDatabase()
-            mock.add_database(database=database)
+            database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=database)
             commands = [
                 str(object=new_file),
                 "--client-access-key",
@@ -346,8 +346,8 @@ def test_custom_timeout_no_error(
                 )[1],
             ) as mock,
         ):
-            database = VuforiaDatabase()
-            mock.add_database(database=database)
+            database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=database)
             commands = [
                 str(object=new_file),
                 "--client-access-key",
@@ -390,7 +390,7 @@ def test_default(
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """By default the maximum number of results is 1."""
         runner = CliRunner()
@@ -437,7 +437,7 @@ def test_custom(
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """It is possible to set a custom ``--max-num-results``."""
         runner = CliRunner()
@@ -494,7 +494,7 @@ def test_out_of_range(
         *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """``--max-num-results`` must be between 1 and 50."""
         runner = CliRunner()
@@ -534,7 +534,7 @@ def test_default(
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """By default, target data is only returned in the top match."""
         runner = CliRunner()
@@ -584,7 +584,7 @@ def test_top(
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """
         When 'top' is given, target data is only returned in the top
@@ -639,7 +639,7 @@ def test_none(
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """
         When 'none' is given, target data is not returned in any
@@ -694,7 +694,7 @@ def test_all(
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """When 'all' is given, target data is returned in all matches."""
         runner = CliRunner()
@@ -746,7 +746,7 @@ def test_other(
         *,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
     ) -> None:
         """
         When a string other than 'top', 'all', or 'none' is given, an
@@ -796,8 +796,8 @@ def test_base_vwq_url(
     image_data = high_quality_image.getvalue()
     new_file.write_bytes(data=image_data)
     with MockVWS(base_vwq_url=base_vwq_url) as mock:
-        mock_database = VuforiaDatabase()
-        mock.add_database(database=mock_database)
+        mock_database = CloudDatabase()
+        mock.add_cloud_database(cloud_database=mock_database)
         vws_client = VWS(
             server_access_key=mock_database.server_access_key,
             server_secret_key=mock_database.server_secret_key,
@@ -838,7 +838,7 @@ def test_env_var_credentials(
     *,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
 ) -> None:
     """
     It is possible to use environment variables to set the
diff --git a/tests/test_query_errors.py b/tests/test_query_errors.py
index 1b473c9f..aa8df5f2 100644
--- a/tests/test_query_errors.py
+++ b/tests/test_query_errors.py
@@ -7,7 +7,7 @@
 from click.testing import CliRunner
 from freezegun import freeze_time
 from mock_vws import MockVWS
-from mock_vws.database import VuforiaDatabase
+from mock_vws.database import CloudDatabase
 from mock_vws.states import States
 
 from vws_cli.query import vuforia_cloud_reco
@@ -15,7 +15,7 @@
 
 def test_authentication_failure(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     tmp_path: Path,
     high_quality_image: io.BytesIO,
 ) -> None:
@@ -44,7 +44,7 @@ def test_authentication_failure(
 
 def test_image_too_large(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     tmp_path: Path,
     png_too_large: io.BytesIO,
 ) -> None:
@@ -73,7 +73,7 @@ def test_image_too_large(
 
 def test_bad_image(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     tmp_path: Path,
 ) -> None:
     """An error is given when Vuforia returns a ``BadImage`` error.
@@ -117,9 +117,9 @@ def test_inactive_project(
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
     new_file.write_bytes(data=image_data)
-    database = VuforiaDatabase(state=States.PROJECT_INACTIVE)
+    database = CloudDatabase(state=States.PROJECT_INACTIVE)
     with MockVWS() as mock:
-        mock.add_database(database=database)
+        mock.add_cloud_database(cloud_database=database)
         runner = CliRunner()
         commands = [
             str(object=new_file),
@@ -146,7 +146,7 @@ def test_inactive_project(
 def test_request_time_too_skewed(
     *,
     high_quality_image: io.BytesIO,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     tmp_path: Path,
 ) -> None:
     """
diff --git a/tests/test_vws_commands.py b/tests/test_vws_commands.py
index 73f95665..7c92a8dd 100644
--- a/tests/test_vws_commands.py
+++ b/tests/test_vws_commands.py
@@ -15,7 +15,7 @@
 from click.testing import CliRunner
 from freezegun import freeze_time
 from mock_vws import MockVWS
-from mock_vws.database import VuforiaDatabase
+from mock_vws.database import CloudDatabase
 from vws import VWS, CloudRecoService
 from vws.reports import TargetStatuses
 
@@ -24,7 +24,7 @@
 
 def test_get_database_summary_report(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
@@ -73,7 +73,7 @@ def test_get_database_summary_report(
 
 def test_list_targets(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
@@ -115,7 +115,7 @@ def test_list_targets(
 
 def test_get_target_record(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
@@ -158,7 +158,7 @@ def test_get_target_record(
 
 def test_get_target_summary_report(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
@@ -207,7 +207,7 @@ def test_get_target_summary_report(
 
 def test_delete_target(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
@@ -244,7 +244,7 @@ def test_delete_target(
 
 def test_get_duplicate_targets(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
 ) -> None:
@@ -323,8 +323,8 @@ def test_default_timeout(
                 )[1],
             ) as mock,
         ):
-            database = VuforiaDatabase()
-            mock.add_database(database=database)
+            database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=database)
             commands = [
                 "add-target",
                 "--name",
@@ -385,8 +385,8 @@ def test_custom_timeout(
                 )[1],
             ) as mock,
         ):
-            database = VuforiaDatabase()
-            mock.add_database(database=database)
+            database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=database)
             commands = [
                 "add-target",
                 "--name",
@@ -436,8 +436,8 @@ def test_custom_timeout_no_error(
                 )[1],
             ) as mock,
         ):
-            database = VuforiaDatabase()
-            mock.add_database(database=database)
+            database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=database)
             commands = [
                 "add-target",
                 "--name",
@@ -469,7 +469,7 @@ class TestAddTarget:
     @staticmethod
     def test_add_target(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -520,7 +520,7 @@ def test_add_target(
     @staticmethod
     def test_image_file_does_not_exist(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         tmp_path: Path,
     ) -> None:
         """
@@ -564,7 +564,7 @@ def test_image_file_does_not_exist(
     @staticmethod
     def test_image_file_is_dir(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         tmp_path: Path,
     ) -> None:
         """
@@ -608,7 +608,7 @@ def test_image_file_is_dir(
     @staticmethod
     def test_relative_path(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -650,7 +650,7 @@ def test_relative_path(
     @staticmethod
     def test_custom_metadata(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         cloud_reco_client: CloudRecoService,
         vws_client: VWS,
         tmp_path: Path,
@@ -708,7 +708,7 @@ def test_custom_metadata(
     )
     def test_custom_active_flag(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -755,7 +755,7 @@ class TestWaitForTargetProcessed:
     @staticmethod
     def test_wait_for_target_processed(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
     ) -> None:
@@ -800,8 +800,8 @@ def test_default_seconds_between_requests(
         """By default, 0.2 seconds are waited between polling requests."""
         runner = CliRunner()
         with MockVWS(processing_time_seconds=0.5) as mock:
-            mock_database = VuforiaDatabase()
-            mock.add_database(database=mock_database)
+            mock_database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=mock_database)
             vws_client = VWS(
                 server_access_key=mock_database.server_access_key,
                 server_secret_key=mock_database.server_secret_key,
@@ -870,8 +870,8 @@ def test_custom_seconds_between_requests(
         """
         runner = CliRunner()
         with MockVWS(processing_time_seconds=0.5) as mock:
-            mock_database = VuforiaDatabase()
-            mock.add_database(database=mock_database)
+            mock_database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=mock_database)
             vws_client = VWS(
                 server_access_key=mock_database.server_access_key,
                 server_secret_key=mock_database.server_secret_key,
@@ -930,7 +930,7 @@ def test_custom_seconds_between_requests(
             assert report.request_usage == expected_requests
 
     @staticmethod
-    def test_custom_seconds_too_small(mock_database: VuforiaDatabase) -> None:
+    def test_custom_seconds_too_small(mock_database: CloudDatabase) -> None:
         """
         The minimum valid value for ``--seconds-between-requests`` is
         0.05
@@ -964,8 +964,8 @@ def test_custom_timeout(high_quality_image: io.BytesIO) -> None:
         """It is possible to set a maximum timeout."""
         runner = CliRunner()
         with MockVWS(processing_time_seconds=0.5) as mock:
-            mock_database = VuforiaDatabase()
-            mock.add_database(database=mock_database)
+            mock_database = CloudDatabase()
+            mock.add_cloud_database(cloud_database=mock_database)
             vws_client = VWS(
                 server_access_key=mock_database.server_access_key,
                 server_secret_key=mock_database.server_secret_key,
@@ -1024,7 +1024,7 @@ def test_custom_timeout(high_quality_image: io.BytesIO) -> None:
             assert report.status != TargetStatuses.PROCESSING
 
     @staticmethod
-    def test_custom_timeout_too_small(mock_database: VuforiaDatabase) -> None:
+    def test_custom_timeout_too_small(mock_database: CloudDatabase) -> None:
         """
         The minimum valid value for ``--timeout-seconds`` is 0.05
         seconds.
@@ -1058,7 +1058,7 @@ class TestUpdateTarget:
     @staticmethod
     def test_update_target(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -1153,7 +1153,7 @@ def test_update_target(
     @staticmethod
     def test_no_fields_given(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
     ) -> None:
@@ -1191,7 +1191,7 @@ def test_no_fields_given(
     @staticmethod
     def test_image_file_does_not_exist(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -1243,7 +1243,7 @@ def test_image_file_does_not_exist(
     @staticmethod
     def test_image_file_is_dir(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -1295,7 +1295,7 @@ def test_image_file_is_dir(
     @staticmethod
     def test_relative_path(
         *,
-        mock_database: VuforiaDatabase,
+        mock_database: CloudDatabase,
         vws_client: VWS,
         high_quality_image: io.BytesIO,
         tmp_path: Path,
@@ -1347,7 +1347,7 @@ def test_custom_base_url() -> None:
     """
     runner = CliRunner()
     base_vws_url = "http://example.com"
-    mock_database = VuforiaDatabase()
+    mock_database = CloudDatabase()
     commands = [
         "list-targets",
         "--server-access-key",
@@ -1358,7 +1358,7 @@ def test_custom_base_url() -> None:
         base_vws_url,
     ]
     with MockVWS(base_vws_url=base_vws_url) as mock:
-        mock.add_database(database=mock_database)
+        mock.add_cloud_database(cloud_database=mock_database)
         result = runner.invoke(
             cli=vws_group,
             args=commands,
diff --git a/tests/test_vws_errors.py b/tests/test_vws_errors.py
index f47fede7..dfa21333 100644
--- a/tests/test_vws_errors.py
+++ b/tests/test_vws_errors.py
@@ -7,14 +7,14 @@
 from click.testing import CliRunner
 from freezegun import freeze_time
 from mock_vws import MockVWS
-from mock_vws.database import VuforiaDatabase
+from mock_vws.database import CloudDatabase
 from mock_vws.states import States
 from vws import VWS
 
 from vws_cli import vws_group
 
 
-def test_target_id_does_not_exist(mock_database: VuforiaDatabase) -> None:
+def test_target_id_does_not_exist(mock_database: CloudDatabase) -> None:
     """
     Commands which take a target ID show an error if that does not map
     to a
@@ -43,7 +43,7 @@ def test_target_id_does_not_exist(mock_database: VuforiaDatabase) -> None:
 
 def test_bad_image(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     tmp_path: Path,
 ) -> None:
     """An error is given when Vuforia returns a ``BadImage`` error.
@@ -77,7 +77,7 @@ def test_bad_image(
 
 def test_fail_bad_request(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
 ) -> None:
@@ -118,7 +118,7 @@ def test_fail_bad_request(
 
 def test_metadata_too_large(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
 ) -> None:
@@ -150,7 +150,7 @@ def test_metadata_too_large(
 
 def test_image_too_large(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     png_too_large: io.BytesIO,
     tmp_path: Path,
 ) -> None:
@@ -186,7 +186,7 @@ def test_image_too_large(
 
 def test_target_name_exist(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
@@ -246,9 +246,9 @@ def test_project_inactive(
     new_file = tmp_path / uuid.uuid4().hex
     image_data = high_quality_image.getvalue()
     new_file.write_bytes(data=image_data)
-    database = VuforiaDatabase(state=States.PROJECT_INACTIVE)
+    database = CloudDatabase(state=States.PROJECT_INACTIVE)
     with MockVWS() as mock:
-        mock.add_database(database=database)
+        mock.add_cloud_database(cloud_database=database)
         runner = CliRunner()
         commands = [
             "add-target",
@@ -280,7 +280,7 @@ def test_project_inactive(
 
 def test_unknown_vws_error(
     *,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
     high_quality_image: io.BytesIO,
     tmp_path: Path,
 ) -> None:
@@ -328,7 +328,7 @@ def test_target_status_processing(
     *,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
 ) -> None:
     """
     An error is given when trying to delete a target which is
@@ -373,7 +373,7 @@ def test_target_status_not_success(
     *,
     vws_client: VWS,
     high_quality_image: io.BytesIO,
-    mock_database: VuforiaDatabase,
+    mock_database: CloudDatabase,
 ) -> None:
     """
     An error is given when updating a target which has a status which is
@@ -414,7 +414,7 @@ def test_target_status_not_success(
     assert not result.stdout
 
 
-def test_authentication_failure(mock_database: VuforiaDatabase) -> None:
+def test_authentication_failure(mock_database: CloudDatabase) -> None:
     """An error is given when the secret key is incorrect."""
     runner = CliRunner()
     commands = [
@@ -437,7 +437,7 @@ def test_authentication_failure(mock_database: VuforiaDatabase) -> None:
     assert not result.stdout
 
 
-def test_request_time_too_skewed(mock_database: VuforiaDatabase) -> None:
+def test_request_time_too_skewed(mock_database: CloudDatabase) -> None:
     """
     An error is given when the request time is more than 5 minutes
     different
diff --git a/uv.lock b/uv.lock
index 54203d81..fb0d4256 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2336,7 +2336,7 @@ requires-dist = [
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2026.2.21" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.18.2" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.21" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2360,7 +2360,7 @@ wheels = [
 
 [[package]]
 name = "vws-python-mock"
-version = "2026.2.18.2"
+version = "2026.2.21"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2380,9 +2380,9 @@ dependencies = [
     { name = "vws-auth-tools" },
     { name = "werkzeug" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/83/24/175ccf77f9bface58e1e123cb11452a3750697cafa8e49861ccba746f0ec/vws_python_mock-2026.2.18.2.tar.gz", hash = "sha256:3ff8da4b2852297864325c7762f8ad03f038c8f769e3d03e94599d9d7eb729a2", size = 155314, upload-time = "2026-02-18T23:28:26.783Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a8/c6/73e35a2c9390c2db650083c22db86e1b160b78751130d410d08a1667306d/vws_python_mock-2026.2.21.tar.gz", hash = "sha256:173d901643b8ea9fc643aad3289330d4bb3a3525a11eeb3c89b268e7c4d6b26e", size = 158586, upload-time = "2026-02-21T00:17:16.08Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cf/dd/d7e46ccdca4549e5d88c126e5d8c7f8585d3c210aec9dfe52efcb6d0cc19/vws_python_mock-2026.2.18.2-py2.py3-none-any.whl", hash = "sha256:2027b309e1f295bf487f040bca2abea624990a189c18b76238d7d7f4b5c49abc", size = 65554, upload-time = "2026-02-18T23:28:24.753Z" },
+    { url = "https://files.pythonhosted.org/packages/90/0e/67e79a88cd9bfb02d7efc20c9270dd82c02af68376ca19d30cca7f119bf7/vws_python_mock-2026.2.21-py2.py3-none-any.whl", hash = "sha256:51b24439f8ee580ff3848cc86fc9297e23f3cc6845c14af691346dad6e3ee51a", size = 67491, upload-time = "2026-02-21T00:17:14.17Z" },
 ]
 
 [[package]]

From 3aa81f6ad094a219839e2d350e6056eb0d3b01d1 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 22 Feb 2026 01:36:16 +0000
Subject: [PATCH 399/792] Move _base_vws_url_option to options/vws.py and
 rename it (#1987)

Extracts the duplicated `_base_vws_url_option` decorator from
`commands.py` into a new reusable `base_vws_url_option` in
`src/vws_cli/options/vws.py`, matching the pattern used by other
option modules.

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 src/vws_cli/commands.py    | 35 +++++++++++------------------------
 src/vws_cli/options/vws.py | 21 +++++++++++++++++++++
 2 files changed, 32 insertions(+), 24 deletions(-)
 create mode 100644 src/vws_cli/options/vws.py

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 91eb93b3..941694ac 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -4,7 +4,7 @@
 import dataclasses
 import io
 import sys
-from collections.abc import Callable, Iterator, Mapping
+from collections.abc import Iterator, Mapping
 from pathlib import Path
 
 import click
@@ -52,6 +52,7 @@
     connection_timeout_seconds_option,
     read_timeout_seconds_option,
 )
+from vws_cli.options.vws import base_vws_url_option
 
 
 @beartype
@@ -116,25 +117,11 @@ def _handle_vws_exceptions() -> Iterator[None]:
     sys.exit(1)
 
 
-@beartype
-def _base_vws_url_option(command: Callable[..., None]) -> Callable[..., None]:
-    """An option decorator for choosing the base VWS URL."""
-    click_option_function = click.option(
-        "--base-vws-url",
-        type=click.STRING,
-        default="https://vws.vuforia.com",
-        help="The base URL for the VWS API.",
-        show_default=True,
-    )
-
-    return click_option_function(command)
-
-
 @click.command(name="get-target-record")
 @server_access_key_option
 @server_secret_key_option
 @target_id_option
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @_handle_vws_exceptions()
@@ -173,7 +160,7 @@ def get_target_record(
 @server_access_key_option
 @server_secret_key_option
 @_handle_vws_exceptions()
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @beartype
@@ -210,7 +197,7 @@ def list_targets(
 @server_secret_key_option
 @target_id_option
 @_handle_vws_exceptions()
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @beartype
@@ -248,7 +235,7 @@ def get_duplicate_targets(
 @server_access_key_option
 @server_secret_key_option
 @_handle_vws_exceptions()
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @beartype
@@ -285,7 +272,7 @@ def get_database_summary_report(
 @server_secret_key_option
 @target_id_option
 @_handle_vws_exceptions()
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @beartype
@@ -326,7 +313,7 @@ def get_target_summary_report(
 @server_secret_key_option
 @target_id_option
 @_handle_vws_exceptions()
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @beartype
@@ -367,7 +354,7 @@ def delete_target(
 @target_image_option(required=True)
 @active_flag_option(allow_none=False)
 @_handle_vws_exceptions()
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @beartype
@@ -429,7 +416,7 @@ def add_target(
 @active_flag_option(allow_none=True)
 @target_id_option
 @_handle_vws_exceptions()
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @beartype
@@ -518,7 +505,7 @@ def update_target(
 @server_access_key_option
 @server_secret_key_option
 @target_id_option
-@_base_vws_url_option
+@base_vws_url_option
 @connection_timeout_seconds_option
 @read_timeout_seconds_option
 @_handle_vws_exceptions()
diff --git a/src/vws_cli/options/vws.py b/src/vws_cli/options/vws.py
new file mode 100644
index 00000000..ea976334
--- /dev/null
+++ b/src/vws_cli/options/vws.py
@@ -0,0 +1,21 @@
+"""``click`` options for VWS API options."""
+
+from collections.abc import Callable
+from typing import Any
+
+import click
+from beartype import beartype
+
+
+@beartype
+def base_vws_url_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for choosing the base VWS URL."""
+    return click.option(
+        "--base-vws-url",
+        type=click.STRING,
+        default="https://vws.vuforia.com",
+        help="The base URL for the VWS API.",
+        show_default=True,
+    )(command)

From c6cbcd5b9d64c569a71cedb01914584ea2f63f0d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 22 Feb 2026 01:58:58 +0000
Subject: [PATCH 400/792] Extract error message handling to _error_handling
 module (#1988)

Move the _get_error_message function from commands.py to a new _error_handling.py module and make it public as get_error_message. This allows other modules to reuse the error handling logic.

Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
---
 src/vws_cli/_error_handling.py | 66 ++++++++++++++++++++++++++++++++++
 src/vws_cli/commands.py        | 64 ++-------------------------------
 2 files changed, 69 insertions(+), 61 deletions(-)
 create mode 100644 src/vws_cli/_error_handling.py

diff --git a/src/vws_cli/_error_handling.py b/src/vws_cli/_error_handling.py
new file mode 100644
index 00000000..b9eca7ed
--- /dev/null
+++ b/src/vws_cli/_error_handling.py
@@ -0,0 +1,66 @@
+"""Error handling utilities for the VWS CLI."""
+
+from beartype import beartype
+from vws.exceptions.custom_exceptions import (
+    ServerError,
+    TargetProcessingTimeoutError,
+)
+from vws.exceptions.vws_exceptions import (
+    AuthenticationFailureError,
+    BadImageError,
+    DateRangeError,
+    FailError,
+    ImageTooLargeError,
+    MetadataTooLargeError,
+    ProjectHasNoAPIAccessError,
+    ProjectInactiveError,
+    ProjectSuspendedError,
+    RequestQuotaReachedError,
+    RequestTimeTooSkewedError,
+    TargetNameExistError,
+    TargetQuotaReachedError,
+    TargetStatusNotSuccessError,
+    TargetStatusProcessingError,
+    UnknownTargetError,
+)
+
+
+@beartype
+def get_error_message(exc: Exception) -> str:
+    """Get an error message from a VWS exception."""
+    if isinstance(exc, UnknownTargetError):
+        return f'Error: Target "{exc.target_id}" does not exist.'
+
+    if isinstance(exc, TargetNameExistError):
+        return f'Error: There is already a target named "{exc.target_name}".'
+
+    if isinstance(exc, TargetStatusNotSuccessError):
+        return (
+            f'Error: The target "{exc.target_id}" cannot be updated as it is '
+            "in the processing state."
+        )
+
+    if isinstance(exc, TargetStatusProcessingError):
+        return (
+            f'Error: The target "{exc.target_id}" cannot be deleted as it is '
+            "in the processing state."
+        )
+
+    exc_type_to_message: dict[type[Exception], str] = {
+        AuthenticationFailureError: "The given secret key was incorrect.",
+        BadImageError: "Error: The given image is corrupted or the format is not supported.",
+        DateRangeError: "Error: There was a problem with the date details given in the request.",
+        FailError: "Error: The request made to Vuforia was invalid and could not be processed. Check the given parameters.",
+        ImageTooLargeError: "Error: The given image is too large.",
+        MetadataTooLargeError: "Error: The given metadata is too large.",
+        ServerError: "Error: There was an unknown error from Vuforia. This may be because there is a problem with the given name.",
+        ProjectInactiveError: "Error: The project associated with the given keys is inactive.",
+        RequestQuotaReachedError: "Error: The maximum number of API calls for this database has been reached.",
+        RequestTimeTooSkewedError: "Error: Vuforia reported that the time given with this request was outside the expected range. This may be because the system clock is out of sync.",
+        TargetProcessingTimeoutError: "Error: The target processing time has exceeded the allowed limit.",
+        TargetQuotaReachedError: "Error: The maximum number of targets for this database has been reached.",
+        ProjectSuspendedError: "Error: The request could not be completed because this database has been suspended.",
+        ProjectHasNoAPIAccessError: "Error: The request could not be completed because this database is not allowed to make API requests.",
+    }
+
+    return exc_type_to_message[type(exc)]
diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 941694ac..81d5c32d 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -4,7 +4,7 @@
 import dataclasses
 import io
 import sys
-from collections.abc import Iterator, Mapping
+from collections.abc import Iterator
 from pathlib import Path
 
 import click
@@ -16,25 +16,8 @@
     ServerError,
     TargetProcessingTimeoutError,
 )
-from vws.exceptions.vws_exceptions import (
-    AuthenticationFailureError,
-    BadImageError,
-    DateRangeError,
-    FailError,
-    ImageTooLargeError,
-    MetadataTooLargeError,
-    ProjectHasNoAPIAccessError,
-    ProjectInactiveError,
-    ProjectSuspendedError,
-    RequestQuotaReachedError,
-    RequestTimeTooSkewedError,
-    TargetNameExistError,
-    TargetQuotaReachedError,
-    TargetStatusNotSuccessError,
-    TargetStatusProcessingError,
-    UnknownTargetError,
-)
 
+from vws_cli._error_handling import get_error_message
 from vws_cli.options.credentials import (
     server_access_key_option,
     server_secret_key_option,
@@ -55,47 +38,6 @@
 from vws_cli.options.vws import base_vws_url_option
 
 
-@beartype
-def _get_error_message(exc: Exception) -> str:
-    """Get an error message from a VWS exception."""
-    if isinstance(exc, UnknownTargetError):
-        return f'Error: Target "{exc.target_id}" does not exist.'
-
-    if isinstance(exc, TargetNameExistError):
-        return f'Error: There is already a target named "{exc.target_name}".'
-
-    if isinstance(exc, TargetStatusNotSuccessError):
-        return (
-            f'Error: The target "{exc.target_id}" cannot be updated as it is '
-            "in the processing state."
-        )
-
-    if isinstance(exc, TargetStatusProcessingError):
-        return (
-            f'Error: The target "{exc.target_id}" cannot be deleted as it is '
-            "in the processing state."
-        )
-
-    exc_type_to_message: Mapping[type[Exception], str] = {
-        AuthenticationFailureError: "The given secret key was incorrect.",
-        BadImageError: "Error: The given image is corrupted or the format is not supported.",
-        DateRangeError: "Error: There was a problem with the date details given in the request.",
-        FailError: "Error: The request made to Vuforia was invalid and could not be processed. Check the given parameters.",
-        ImageTooLargeError: "Error: The given image is too large.",
-        MetadataTooLargeError: "Error: The given metadata is too large.",
-        ServerError: "Error: There was an unknown error from Vuforia. This may be because there is a problem with the given name.",
-        ProjectInactiveError: "Error: The project associated with the given keys is inactive.",
-        RequestQuotaReachedError: "Error: The maximum number of API calls for this database has been reached.",
-        RequestTimeTooSkewedError: "Error: Vuforia reported that the time given with this request was outside the expected range. This may be because the system clock is out of sync.",
-        TargetProcessingTimeoutError: "Error: The target processing time has exceeded the allowed limit.",
-        TargetQuotaReachedError: "Error: The maximum number of targets for this database has been reached.",
-        ProjectSuspendedError: "Error: The request could not be completed because this database has been suspended.",
-        ProjectHasNoAPIAccessError: "Error: The request could not be completed because this database is not allowed to make API requests.",
-    }
-
-    return exc_type_to_message[type(exc)]
-
-
 @beartype
 @contextlib.contextmanager
 def _handle_vws_exceptions() -> Iterator[None]:
@@ -109,7 +51,7 @@ def _handle_vws_exceptions() -> Iterator[None]:
         ServerError,
         TargetProcessingTimeoutError,
     ) as exc:
-        error_message = _get_error_message(exc=exc)
+        error_message = get_error_message(exc=exc)
     else:
         return
 

From dccf9c849a0cbde8eed9fa3511c071152d1c6468 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 22 Feb 2026 13:07:52 +0000
Subject: [PATCH 401/792] Add vws generate-vumark command (#1968)

* Add VuMark instance generation CLI command

Implement `vws generate-vumark` command for generating VuMark instances from VuMark targets. The command accepts a target ID, instance ID, and output format (SVG/PNG/PDF), and writes the generated VuMark to a file. Includes comprehensive error handling for invalid instance IDs, quota limits, and missing targets, plus full test coverage and help text regression files.

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

* Update VuMark implementation to match vws-python#2858

Use VWS.generate_vumark_instance() instead of a separate VuMarkService,
align the VuMarkAccept enum and exception names with the actual API
(InvalidInstanceIdError, TargetStatusNotSuccessError), and update tests
to use existing MockVWS fixtures rather than a hypothetical MockVuMarkWS.

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

* Parametrize format tests in test_vumark

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

* Fix mypy errors for not-yet-available VWS method

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

* Use VuMarkService instead of VWS for generate_vumark_instance

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

* Fix pylint errors in test_vumark

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>

* Add VuMark-related words to spelling private dictionary

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Make VuMark a standalone binary instead of a vws subcommand

The `vumark` command is now its own binary/entrypoint, following the
same pattern as `vuforia-cloud-reco`.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Mark VuMark tests as xfail where mock-vws lacks support

mock-vws does not yet handle unknown targets or target status
validation for VuMark generation. Mark those tests as expected
failures and exclude untestable error paths from coverage.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* test: replace VuforiaDatabase usage with CloudDatabase

* Add vumark binary release support and fix vumark error handling

* Fix mypy typing for vumark error message fallback

* Fix pyright issues in vumark error mapping and tests

* test: refactor vumark tests to use monkeypatching instead of real API calls

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: use VuMarkService from vws directly for monkeypatching in tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: handle InvalidTargetTypeError in vumark error message mapping

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test: convert test_unknown_target to use monkeypatching instead of xfail

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test: simplify vumark tests to use mock-vws directly

mock-vws now handles VuMark generation and unknown target errors, so
the monkeypatching workarounds are no longer needed. Add vumark_database,
vumark_target, and vumark_client fixtures to conftest.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test: remove unused vumark_client fixture to restore 100% coverage

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: restore pytest ini_options and disable capture for Click compatibility

The [tool.pytest] section (introduced by main's a30cb99 commit) was wrong
and should be [tool.pytest.ini_options]. Also add --capture=no to avoid
a conflict between pytest's stdout/stderr capture and Click 8.3.1's
CliRunner StreamMixer, which causes ValueError: I/O operation on closed file.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* refactor: inline _get_vumark_error_message and test at integration level

Remove the private _get_vumark_error_message helper and its unit tests.
The three testable error paths (UnknownTargetError, InvalidInstanceIdError,
TargetStatusNotSuccessError) are now tested via CliRunner. Remaining error
paths are grouped under a single pragma: no cover branch.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: suppress pylint no-member for exc.target_id after isinstance narrowing

Pylint does not narrow the type of `exc` from `VWSError | ServerError`
to the specific subtype within isinstance blocks, causing false positives.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: rename _get_error_message to get_error_message to satisfy pyright

The leading underscore made pyright treat the function as private to its
module, causing reportPrivateUsage errors in commands.py and vumark.py.
The _error_handling module name already signals it's package-internal.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* refactor: replace isinstance narrowing with two except clauses in vumark

Catching (UnknownTargetError, TargetStatusNotSuccessError) in a dedicated
except clause means both types are already known to have target_id, so
no pylint no-member suppressions are needed.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test: assert on actual output in test_invalid_format

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* revert: reset pyproject.toml to match main

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: remove unused imports from vumark.py

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test: replace xfail with monkeypatched tests and remove pragma no cover

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test: replace monkeypatched tests with real mock-vws calls

Bump vws-python-mock to 2026.2.22.1, which supports UnknownTargetError,
TargetStatusNotSuccessError, and AuthenticationFailureError for VuMark
instance generation. Replace monkeypatch-based tests with real mock API
calls.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: add scripts.vumark console script entry to pyproject.toml

The Docker image installs via pip, so without this entry the vumark
command is unavailable when running docker run --entrypoint vumark as
documented.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

---------

Co-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>
---
 .github/workflows/release.yml        |  29 +++
 README.rst                           |  11 ++
 bin/vumark.py                        |   7 +
 docs/source/commands.rst             |   3 +
 docs/source/install.rst              |  17 ++
 docs/source/release-process.rst      |  12 +-
 pyproject.toml                       |   3 +-
 spelling_private_dict.txt            |   4 +
 src/vws_cli/vumark.py                | 151 +++++++++++++++
 tests/conftest.py                    |  19 +-
 tests/test_help.py                   |  19 ++
 tests/test_help/test_vumark_help.txt |  32 ++++
 tests/test_vumark.py                 | 269 +++++++++++++++++++++++++++
 uv.lock                              |  71 ++++++-
 14 files changed, 640 insertions(+), 7 deletions(-)
 create mode 100755 bin/vumark.py
 create mode 100644 src/vws_cli/vumark.py
 create mode 100644 tests/test_help/test_vumark_help.txt
 create mode 100644 tests/test_vumark.py

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index bd656030..f6b5c135 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -200,6 +200,8 @@ jobs:
             spec: bin/vuforia-cloud-reco.py
           - name: vws-linux
             spec: bin/vuforia-web-services.py
+          - name: vumark-linux
+            spec: bin/vumark.py
 
     permissions:
       contents: write
@@ -348,12 +350,24 @@ jobs:
           upload_exe_with_name: vws-windows
           clean_checkout: false
 
+      - name: Create Windows binary for VuMark generation
+        uses: sayyid5416/pyinstaller@v1
+        with:
+          python_ver: '3.13'
+          pyinstaller_ver: ==6.12.0
+          spec: bin/vumark.py
+          requirements: requirements.txt
+          options: --onefile, --name "vumark-windows"
+          upload_exe_with_name: vumark-windows
+          clean_checkout: false
+
       - name: Upload Windows binaries to release
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |-
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-windows.exe --clobber
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-windows.exe --clobber
+          gh release upload ${{ needs.build.outputs.new_tag }} dist/vumark-windows.exe --clobber
 
   build-macos:
     name: Build macOS binaries
@@ -408,12 +422,24 @@ jobs:
           upload_exe_with_name: vws-macos
           clean_checkout: false
 
+      - name: Create macOS binary for VuMark generation
+        uses: sayyid5416/pyinstaller@v1
+        with:
+          python_ver: '3.13'
+          pyinstaller_ver: ==6.12.0
+          spec: bin/vumark.py
+          requirements: requirements.txt
+          options: --onefile, --name "vumark-macos"
+          upload_exe_with_name: vumark-macos
+          clean_checkout: false
+
       - name: Upload macOS binaries to release
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |-
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-macos --clobber
           gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-macos --clobber
+          gh release upload ${{ needs.build.outputs.new_tag }} dist/vumark-macos --clobber
 
   publish-to-winget:
     name: Publish to WinGet
@@ -423,6 +449,9 @@ jobs:
       contents: read
 
     steps:
+      # The first PR for a new package ID must be created manually on
+      # microsoft/winget-pkgs. We intentionally do not add vumark here yet.
+      # Tracked in https://github.com/VWS-Python/vws-cli/issues/1984.
       - uses: vedantmgoyal9/winget-releaser@v2
         with:
           identifier: VWSPython.vws-cli
diff --git a/README.rst b/README.rst
index 624fe1ec..034ceb7a 100644
--- a/README.rst
+++ b/README.rst
@@ -69,6 +69,12 @@ To use ``vuforia-cloud-reco``:
 
    $ docker run --rm --entrypoint vuforia-cloud-reco "ghcr.io/vws-python/vws-cli" --help
 
+To use ``vumark``:
+
+.. code-block:: console
+
+   $ docker run --rm --entrypoint vumark "ghcr.io/vws-python/vws-cli" --help
+
 With winget (Windows)
 ^^^^^^^^^^^^^^^^^^^^^
 
@@ -92,6 +98,11 @@ Pre-built Windows binaries
 ^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 Download the Windows executables from the `latest release`_ and place them in a directory on your ``PATH``.
+The filenames are:
+
+* ``vws-windows.exe``
+* ``vuforia-cloud-reco-windows.exe``
+* ``vumark-windows.exe``
 
 .. _latest release: https://github.com/VWS-Python/vws-cli/releases/latest
 
diff --git a/bin/vumark.py b/bin/vumark.py
new file mode 100755
index 00000000..9f1ee02d
--- /dev/null
+++ b/bin/vumark.py
@@ -0,0 +1,7 @@
+#!/usr/bin/env python3
+
+"""Run VuMark generation CLI."""
+
+from vws_cli.vumark import generate_vumark
+
+generate_vumark()
diff --git a/docs/source/commands.rst b/docs/source/commands.rst
index 567b5ffd..27cc816d 100644
--- a/docs/source/commands.rst
+++ b/docs/source/commands.rst
@@ -8,3 +8,6 @@ Commands
 .. click:: vws_cli.query:vuforia_cloud_reco
   :prog: vuforia-cloud-reco
   :show-nested:
+
+.. click:: vws_cli.vumark:generate_vumark
+  :prog: vumark
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 157d0eaf..44de4ec1 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -61,6 +61,13 @@ To use ``vuforia-cloud-reco``:
 
    $ docker run --rm --entrypoint vuforia-cloud-reco "|docker-image|" --help
 
+To use ``vumark``:
+
+.. code-block:: console
+   :substitutions:
+
+   $ docker run --rm --entrypoint vumark "|docker-image|" --help
+
 With winget (Windows)
 ~~~~~~~~~~~~~~~~~~~~~
 
@@ -83,11 +90,18 @@ Pre-built Linux (x86) binaries
        chmod +x /usr/local/bin/vws
    $ curl --fail -L "https://github.com/|github-owner|/|github-repository|/releases/download/|release|/vuforia-cloud-reco-linux" -o /usr/local/bin/vuforia-cloud-reco &&
        chmod +x /usr/local/bin/vuforia-cloud-reco
+   $ curl --fail -L "https://github.com/|github-owner|/|github-repository|/releases/download/|release|/vumark-linux" -o /usr/local/bin/vumark &&
+       chmod +x /usr/local/bin/vumark
 
 Pre-built Windows binaries
 ~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 Download the Windows executables from the `latest release`_ and place them in a directory on your ``PATH``.
+The filenames are:
+
+* ``vws-windows.exe``
+* ``vuforia-cloud-reco-windows.exe``
+* ``vumark-windows.exe``
 
 .. _latest release: https://github.com/VWS-Python/vws-cli/releases/latest
 
@@ -101,6 +115,8 @@ Pre-built macOS (ARM) binaries
        chmod +x /usr/local/bin/vws
    $ curl --fail -L "https://github.com/|github-owner|/|github-repository|/releases/download/|release|/vuforia-cloud-reco-macos" -o /usr/local/bin/vuforia-cloud-reco &&
        chmod +x /usr/local/bin/vuforia-cloud-reco
+   $ curl --fail -L "https://github.com/|github-owner|/|github-repository|/releases/download/|release|/vumark-macos" -o /usr/local/bin/vumark &&
+       chmod +x /usr/local/bin/vumark
 
 You may need to remove the quarantine attribute to allow the binaries to run:
 
@@ -108,6 +124,7 @@ You may need to remove the quarantine attribute to allow the binaries to run:
 
    $ xattr -d com.apple.quarantine /usr/local/bin/vws
    $ xattr -d com.apple.quarantine /usr/local/bin/vuforia-cloud-reco
+   $ xattr -d com.apple.quarantine /usr/local/bin/vumark
 
 Shell completion
 ~~~~~~~~~~~~~~~~
diff --git a/docs/source/release-process.rst b/docs/source/release-process.rst
index ef379676..1bf16f4b 100644
--- a/docs/source/release-process.rst
+++ b/docs/source/release-process.rst
@@ -8,7 +8,9 @@ Outcomes
 * A new package on PyPI.
 * A new Homebrew recipe available to install.
 * A new Docker image on GitHub Container Registry.
-* New Winget packages available to install.
+* New binary assets attached to the GitHub release.
+* New Winget packages available to install for ``vws`` and
+  ``vuforia-cloud-reco``.
 
 Perform a Release
 ~~~~~~~~~~~~~~~~~
@@ -23,3 +25,11 @@ Perform a Release
       $ gh workflow run release.yml --repo "|github-owner|/|github-repository|"
 
 .. _Install GitHub CLI: https://cli.github.com/
+
+WinGet for ``vumark``
+~~~~~~~~~~~~~~~~~~~~~
+
+The first WinGet PR for a new package ID must be created manually.
+For ``vumark``, do this after the first release that contains
+``vumark-windows.exe``, then automation can be added for subsequent releases.
+This is tracked in `issue #1984 <https://github.com/VWS-Python/vws-cli/issues/1984>`_.
diff --git a/pyproject.toml b/pyproject.toml
index 84b6698d..952fe1f2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ optional-dependencies.dev = [
     "ty==0.0.18",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
-    "vws-python-mock==2026.2.21",
+    "vws-python-mock==2026.2.22.1",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",
@@ -94,6 +94,7 @@ optional-dependencies.release = [
 urls.Documentation = "https://vws-python.github.io/vws-cli/"
 urls.Source = "https://github.com/VWS-Python/vws-cli"
 scripts.vuforia-cloud-reco = "vws_cli.query:vuforia_cloud_reco"
+scripts.vumark = "vws_cli.vumark:generate_vumark"
 scripts.vws = "vws_cli:vws_group"
 
 [tool.setuptools]
diff --git a/spelling_private_dict.txt b/spelling_private_dict.txt
index 0288fa84..fda07bcc 100644
--- a/spelling_private_dict.txt
+++ b/spelling_private_dict.txt
@@ -20,6 +20,8 @@ macOS
 metadata
 noqa
 num
+pdf
+png
 pragma
 pre
 pyperclip
@@ -31,10 +33,12 @@ reportMissingTypeStubs
 reportUnknownArgumentType
 reportUnknownMemberType
 reportUnknownVariableType
+svg
 typeshed
 ubuntu
 versioned
 vuforia
+vumark
 vwq
 vws
 winget
diff --git a/src/vws_cli/vumark.py b/src/vws_cli/vumark.py
new file mode 100644
index 00000000..e146bf27
--- /dev/null
+++ b/src/vws_cli/vumark.py
@@ -0,0 +1,151 @@
+"""``click`` command for VuMark generation."""
+
+import contextlib
+import sys
+from collections.abc import Iterator
+from enum import StrEnum, unique
+from pathlib import Path
+
+import click
+from beartype import beartype
+from vws import VuMarkService
+from vws.exceptions.base_exceptions import VWSError
+from vws.exceptions.custom_exceptions import ServerError
+from vws.exceptions.vws_exceptions import (
+    InvalidInstanceIdError,
+    TargetStatusNotSuccessError,
+    UnknownTargetError,
+)
+from vws.vumark_accept import VuMarkAccept
+
+from vws_cli import __version__
+from vws_cli._error_handling import get_error_message
+from vws_cli.options.credentials import (
+    server_access_key_option,
+    server_secret_key_option,
+)
+from vws_cli.options.targets import target_id_option
+from vws_cli.options.timeout import (
+    connection_timeout_seconds_option,
+    read_timeout_seconds_option,
+)
+from vws_cli.options.vws import base_vws_url_option
+
+
+@beartype
+@unique
+class VuMarkFormatChoice(StrEnum):
+    """Choices for the VuMark output format."""
+
+    PNG = "png"
+    SVG = "svg"
+    PDF = "pdf"
+
+
+_FORMAT_CHOICE_TO_ACCEPT: dict[VuMarkFormatChoice, VuMarkAccept] = {
+    VuMarkFormatChoice.PNG: VuMarkAccept.PNG,
+    VuMarkFormatChoice.SVG: VuMarkAccept.SVG,
+    VuMarkFormatChoice.PDF: VuMarkAccept.PDF,
+}
+
+
+@beartype
+@contextlib.contextmanager
+def _handle_vumark_exceptions() -> Iterator[None]:
+    """Show error messages and catch exceptions from ``VWS-Python``."""
+    error_message = ""
+
+    try:
+        yield
+    except (UnknownTargetError, TargetStatusNotSuccessError) as exc:
+        if isinstance(exc, UnknownTargetError):
+            error_message = f'Error: Target "{exc.target_id}" does not exist.'
+        else:
+            error_message = (
+                f'Error: The target "{exc.target_id}" is not in the success '
+                "state and cannot be used to generate a VuMark instance."
+            )
+    except (VWSError, ServerError) as exc:
+        if isinstance(exc, InvalidInstanceIdError):
+            error_message = "Error: The given instance ID is invalid."
+        else:
+            error_message = get_error_message(exc=exc)
+    else:
+        return
+
+    click.echo(message=error_message, err=True)
+    sys.exit(1)
+
+
+@click.command(name="vumark")
+@server_access_key_option
+@server_secret_key_option
+@target_id_option
+@click.option(
+    "--instance-id",
+    type=str,
+    required=True,
+    help="The instance ID to encode in the VuMark.",
+)
+@click.option(
+    "--format",
+    "format_choice",
+    type=click.Choice(choices=VuMarkFormatChoice, case_sensitive=False),
+    default=VuMarkFormatChoice.PNG.lower(),
+    help="The output format for the generated VuMark.",
+    show_default=True,
+)
+@click.option(
+    "--output",
+    "output_file_path",
+    type=click.Path(
+        dir_okay=False,
+        writable=True,
+        path_type=Path,
+    ),
+    required=True,
+    help="The path to write the generated VuMark to.",
+)
+@_handle_vumark_exceptions()
+@base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
+@click.version_option(version=__version__)
+@beartype
+def generate_vumark(
+    *,
+    server_access_key: str,
+    server_secret_key: str,
+    target_id: str,
+    instance_id: str,
+    format_choice: VuMarkFormatChoice,
+    output_file_path: Path,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> None:
+    """Generate a VuMark instance.
+
+    \b
+    See
+    https://developer.vuforia.com/library/vuforia-engine/web-api/vumark-generation-web-api/
+    """
+    vumark_client = VuMarkService(
+        server_access_key=server_access_key,
+        server_secret_key=server_secret_key,
+        base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
+    )
+
+    accept = _FORMAT_CHOICE_TO_ACCEPT[format_choice]
+
+    vumark_data = vumark_client.generate_vumark_instance(
+        target_id=target_id,
+        instance_id=instance_id,
+        accept=accept,
+    )
+
+    output_file_path.write_bytes(data=vumark_data)
diff --git a/tests/conftest.py b/tests/conftest.py
index 6d6385d4..18292a42 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -5,7 +5,8 @@
 import pytest
 from beartype import beartype
 from mock_vws import MockVWS
-from mock_vws.database import CloudDatabase
+from mock_vws.database import CloudDatabase, VuMarkDatabase
+from mock_vws.target import VuMarkTarget
 from vws import VWS, CloudRecoService
 
 
@@ -35,6 +36,22 @@ def vws_client(mock_database: CloudDatabase) -> VWS:
     )
 
 
+@pytest.fixture(name="vumark_database")
+def fixture_vumark_database() -> Iterator[VuMarkDatabase]:
+    """Yield a mock ``VuMarkDatabase`` with one pre-created target."""
+    vumark_target = VuMarkTarget(name="test-vumark-target")
+    database = VuMarkDatabase(vumark_targets={vumark_target})
+    with MockVWS() as mock:
+        mock.add_vumark_database(vumark_database=database)
+        yield database
+
+
+@pytest.fixture(name="vumark_target")
+def fixture_vumark_target(vumark_database: VuMarkDatabase) -> VuMarkTarget:
+    """Return the pre-created ``VuMarkTarget`` in the database."""
+    return next(iter(vumark_database.not_deleted_targets))
+
+
 @pytest.fixture
 def cloud_reco_client(
     mock_database: CloudDatabase,
diff --git a/tests/test_help.py b/tests/test_help.py
index d37c8e18..a9e8647d 100644
--- a/tests/test_help.py
+++ b/tests/test_help.py
@@ -6,6 +6,7 @@
 
 from vws_cli import vws_group
 from vws_cli.query import vuforia_cloud_reco
+from vws_cli.vumark import generate_vumark
 
 _SUBCOMMANDS = [[item] for item in vws_group.commands]
 _BASE_COMMAND: list[list[str]] = [[]]
@@ -39,6 +40,24 @@ def test_vws_command_help(
     file_regression.check(contents=result.output)
 
 
+def test_vumark_help(file_regression: FileRegressionFixture) -> None:
+    """Expected help text is shown for the ``vumark`` command.
+
+    This help text is defined in files.
+    To update these files, run ``pytest`` with the ``--regen-all`` flag.
+    """
+    runner = CliRunner()
+    arguments = ["--help"]
+    result = runner.invoke(
+        cli=generate_vumark,
+        args=arguments,
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 0
+    file_regression.check(contents=result.output)
+
+
 def test_query_help(file_regression: FileRegressionFixture) -> None:
     """Expected help text is shown for the ``vuforia-cloud-reco`` command.
 
diff --git a/tests/test_help/test_vumark_help.txt b/tests/test_help/test_vumark_help.txt
new file mode 100644
index 00000000..d5ab6ba8
--- /dev/null
+++ b/tests/test_help/test_vumark_help.txt
@@ -0,0 +1,32 @@
+Usage: vumark [OPTIONS]
+
+  Generate a VuMark instance.
+
+  See
+  https://developer.vuforia.com/library/vuforia-engine/web-api/vumark-generation-web-api/
+
+Options:
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --target-id TEXT                The ID of a target in the Vuforia database.
+                                  [required]
+  --instance-id TEXT              The instance ID to encode in the VuMark.
+                                  [required]
+  --format [png|svg|pdf]          The output format for the generated VuMark.
+                                  [default: png]
+  --output FILE                   The path to write the generated VuMark to.
+                                  [required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --version                       Show the version and exit.
+  --help                          Show this message and exit.
diff --git a/tests/test_vumark.py b/tests/test_vumark.py
new file mode 100644
index 00000000..91136fa5
--- /dev/null
+++ b/tests/test_vumark.py
@@ -0,0 +1,269 @@
+"""Tests for the ``vumark`` CLI command."""
+
+import uuid
+from pathlib import Path
+
+import click
+import pytest
+from click.testing import CliRunner
+from mock_vws import MockVWS
+from mock_vws.database import CloudDatabase, VuMarkDatabase
+from mock_vws.target import VuMarkTarget
+
+from vws_cli import vumark as vumark_module
+
+generate_vumark = vumark_module.generate_vumark
+
+
+class TestGenerateVuMark:
+    """Tests for ``vumark``."""
+
+    @staticmethod
+    @pytest.mark.parametrize(
+        argnames=("format_name", "expected_prefix"),
+        argvalues=[
+            pytest.param("png", b"\x89PNG\r\n\x1a\n", id="png"),
+            pytest.param("svg", b"<", id="svg"),
+            pytest.param("pdf", b"%PDF", id="pdf"),
+        ],
+    )
+    def test_generate_vumark_format(
+        vumark_database: VuMarkDatabase,
+        vumark_target: VuMarkTarget,
+        tmp_path: Path,
+        format_name: str,
+        expected_prefix: bytes,
+    ) -> None:
+        """The returned file matches the requested format."""
+        runner = CliRunner()
+        output_file = tmp_path / f"output.{format_name}"
+        commands = [
+            "--target-id",
+            vumark_target.target_id,
+            "--instance-id",
+            "12345",
+            "--format",
+            format_name,
+            "--output",
+            str(object=output_file),
+            "--server-access-key",
+            vumark_database.server_access_key,
+            "--server-secret-key",
+            vumark_database.server_secret_key,
+        ]
+        result = runner.invoke(
+            cli=generate_vumark,
+            args=commands,
+            catch_exceptions=False,
+            color=True,
+        )
+        assert result.exit_code == 0
+        assert output_file.read_bytes().startswith(expected_prefix)
+
+    @staticmethod
+    def test_default_format_is_png(
+        vumark_database: VuMarkDatabase,
+        vumark_target: VuMarkTarget,
+        tmp_path: Path,
+    ) -> None:
+        """The default output format is png."""
+        runner = CliRunner()
+        output_file = tmp_path / "output.png"
+        commands = [
+            "--target-id",
+            vumark_target.target_id,
+            "--instance-id",
+            "12345",
+            "--output",
+            str(object=output_file),
+            "--server-access-key",
+            vumark_database.server_access_key,
+            "--server-secret-key",
+            vumark_database.server_secret_key,
+        ]
+        result = runner.invoke(
+            cli=generate_vumark,
+            args=commands,
+            catch_exceptions=False,
+            color=True,
+        )
+        assert result.exit_code == 0
+        assert output_file.exists()
+        assert output_file.read_bytes().startswith(b"\x89PNG\r\n\x1a\n")
+
+    @staticmethod
+    def test_unknown_target(
+        vumark_database: VuMarkDatabase,
+        tmp_path: Path,
+    ) -> None:
+        """An error is shown when the target ID does not exist."""
+        nonexistent_target_id = uuid.uuid4().hex
+        runner = CliRunner()
+        output_file = tmp_path / "output.png"
+        commands = [
+            "--target-id",
+            nonexistent_target_id,
+            "--instance-id",
+            "12345",
+            "--output",
+            str(object=output_file),
+            "--server-access-key",
+            vumark_database.server_access_key,
+            "--server-secret-key",
+            vumark_database.server_secret_key,
+        ]
+        result = runner.invoke(
+            cli=generate_vumark,
+            args=commands,
+            catch_exceptions=False,
+            color=True,
+        )
+        assert result.exit_code == 1
+        expected_stderr = (
+            f'Error: Target "{nonexistent_target_id}" does not exist.\n'
+        )
+        assert result.stderr == expected_stderr
+
+    @staticmethod
+    def test_invalid_instance_id(
+        vumark_database: VuMarkDatabase,
+        vumark_target: VuMarkTarget,
+        tmp_path: Path,
+    ) -> None:
+        """An error is shown when the instance ID is invalid."""
+        runner = CliRunner()
+        output_file = tmp_path / "output.png"
+        commands = [
+            "--target-id",
+            vumark_target.target_id,
+            "--instance-id",
+            "",
+            "--output",
+            str(object=output_file),
+            "--server-access-key",
+            vumark_database.server_access_key,
+            "--server-secret-key",
+            vumark_database.server_secret_key,
+        ]
+        result = runner.invoke(
+            cli=generate_vumark,
+            args=commands,
+            catch_exceptions=False,
+            color=True,
+        )
+        assert result.exit_code == 1
+        expected_stderr = "Error: The given instance ID is invalid.\n"
+        assert result.stderr == expected_stderr
+
+    @staticmethod
+    def test_target_not_in_success_state(
+        tmp_path: Path,
+    ) -> None:
+        """An error is shown when the target is not in the success
+        state.
+        """
+        processing_target = VuMarkTarget(
+            name="processing-target",
+            processing_time_seconds=9999,
+        )
+        database = VuMarkDatabase(vumark_targets={processing_target})
+        with MockVWS() as mock:
+            mock.add_vumark_database(vumark_database=database)
+            target_id = processing_target.target_id
+            runner = CliRunner()
+            output_file = tmp_path / "output.png"
+            commands = [
+                "--target-id",
+                target_id,
+                "--instance-id",
+                "12345",
+                "--output",
+                str(object=output_file),
+                "--server-access-key",
+                database.server_access_key,
+                "--server-secret-key",
+                database.server_secret_key,
+            ]
+            result = runner.invoke(
+                cli=generate_vumark,
+                args=commands,
+                catch_exceptions=False,
+                color=True,
+            )
+        assert result.exit_code == 1
+        expected_stderr = (
+            f'Error: The target "{target_id}" is not in the success '
+            "state and cannot be used to generate a VuMark instance.\n"
+        )
+        assert result.stderr == expected_stderr
+
+    @staticmethod
+    def test_authentication_failure(
+        vumark_database: VuMarkDatabase,
+        vumark_target: VuMarkTarget,
+        tmp_path: Path,
+    ) -> None:
+        """An error is shown on authentication failure."""
+        runner = CliRunner()
+        output_file = tmp_path / "output.png"
+        commands = [
+            "--target-id",
+            vumark_target.target_id,
+            "--instance-id",
+            "12345",
+            "--output",
+            str(object=output_file),
+            "--server-access-key",
+            vumark_database.server_access_key,
+            "--server-secret-key",
+            "wrong-secret-key",
+        ]
+        result = runner.invoke(
+            cli=generate_vumark,
+            args=commands,
+            catch_exceptions=False,
+            color=True,
+        )
+        assert result.exit_code == 1
+        expected_stderr = "The given secret key was incorrect.\n"
+        assert result.stderr == expected_stderr
+
+
+@pytest.mark.parametrize(argnames="invalid_format", argvalues=["bmp", "gif"])
+def test_invalid_format(
+    mock_database: CloudDatabase,
+    tmp_path: Path,
+    invalid_format: str,
+) -> None:
+    """An error is shown for an unrecognized format choice."""
+    runner = CliRunner()
+    output_file = tmp_path / "output"
+    commands = [
+        "--target-id",
+        "some-target-id",
+        "--instance-id",
+        "12345",
+        "--format",
+        invalid_format,
+        "--output",
+        str(object=output_file),
+        "--server-access-key",
+        mock_database.server_access_key,
+        "--server-secret-key",
+        mock_database.server_secret_key,
+    ]
+    result = runner.invoke(
+        cli=generate_vumark,
+        args=commands,
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == click.UsageError.exit_code
+    expected_output = (
+        "Usage: vumark [OPTIONS]\n"
+        "Try 'vumark --help' for help.\n"
+        "\n"
+        f"Error: Invalid value for '--format': '{invalid_format}' is not "
+        "one of 'png', 'svg', 'pdf'.\n"
+    )
+    assert result.output == expected_output
diff --git a/uv.lock b/uv.lock
index fb0d4256..4506969b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -42,6 +42,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
 ]
 
+[[package]]
+name = "anyio"
+version = "4.12.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "idna" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size = 228685, upload-time = "2026-01-06T11:45:21.246Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
+]
+
 [[package]]
 name = "astroid"
 version = "4.0.3"
@@ -493,6 +505,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f4/b2/50e9b292b5cac13e9e81272c7171301abc753a60460d21505b606e15cf21/furo-2025.12.19-py3-none-any.whl", hash = "sha256:bb0ead5309f9500130665a26bee87693c41ce4dbdff864dbfb6b0dae4673d24f", size = 339262, upload-time = "2025-12-19T17:34:38.905Z" },
 ]
 
+[[package]]
+name = "h11"
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250, upload-time = "2025-04-24T03:35:25.427Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" },
+]
+
 [[package]]
 name = "hadolint-bin"
 version = "2.14.0"
@@ -517,6 +538,34 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3b/85/998232eae0b5c6798c7140ef37d2c1be02ea06cd38dd80169b3abd63b600/homebrew_pypi_poet-0.10.0-py2.py3-none-any.whl", hash = "sha256:65824f97aea0e713c4ac18aa2ef4477aca69426554eac842eeaaddf97df3fc47", size = 7813, upload-time = "2018-02-23T06:22:54.858Z" },
 ]
 
+[[package]]
+name = "httpcore"
+version = "1.0.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "certifi" },
+    { name = "h11" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484, upload-time = "2025-04-24T22:06:22.219Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" },
+]
+
+[[package]]
+name = "httpx"
+version = "0.28.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "certifi" },
+    { name = "httpcore" },
+    { name = "idna" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406, upload-time = "2024-12-06T15:37:23.222Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" },
+]
+
 [[package]]
 name = "idna"
 version = "3.11"
@@ -1545,6 +1594,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/1c/4c/cc276ce57e572c102d9542d383b2cfd551276581dc60004cb94fe8774c11/responses-0.25.8-py3-none-any.whl", hash = "sha256:0c710af92def29c8352ceadff0c3fe340ace27cf5af1bbe46fb71275bcd2831c", size = 34769, upload-time = "2025-08-08T19:01:45.018Z" },
 ]
 
+[[package]]
+name = "respx"
+version = "0.22.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "httpx" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f4/7c/96bd0bc759cf009675ad1ee1f96535edcb11e9666b985717eb8c87192a95/respx-0.22.0.tar.gz", hash = "sha256:3c8924caa2a50bd71aefc07aa812f2466ff489f1848c96e954a5362d17095d91", size = 28439, upload-time = "2024-12-19T22:33:59.374Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8e/67/afbb0978d5399bc9ea200f1d4489a23c9a1dad4eee6376242b8182389c79/respx-0.22.0-py2.py3-none-any.whl", hash = "sha256:631128d4c9aba15e56903fb5f66fb1eff412ce28dd387ca3a81339e52dbd3ad0", size = 25127, upload-time = "2024-12-19T22:33:57.837Z" },
+]
+
 [[package]]
 name = "restructuredtext-lint"
 version = "2.0.2"
@@ -2336,7 +2397,7 @@ requires-dist = [
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
     { name = "vws-python", specifier = "==2026.2.21" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.21" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.1" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2360,17 +2421,19 @@ wheels = [
 
 [[package]]
 name = "vws-python-mock"
-version = "2026.2.21"
+version = "2026.2.22.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
     { name = "flask" },
+    { name = "httpx" },
     { name = "numpy" },
     { name = "pillow" },
     { name = "piq" },
     { name = "pydantic-settings" },
     { name = "requests" },
     { name = "responses" },
+    { name = "respx" },
     { name = "torch", version = "2.10.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
     { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "torchmetrics" },
@@ -2380,9 +2443,9 @@ dependencies = [
     { name = "vws-auth-tools" },
     { name = "werkzeug" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/c6/73e35a2c9390c2db650083c22db86e1b160b78751130d410d08a1667306d/vws_python_mock-2026.2.21.tar.gz", hash = "sha256:173d901643b8ea9fc643aad3289330d4bb3a3525a11eeb3c89b268e7c4d6b26e", size = 158586, upload-time = "2026-02-21T00:17:16.08Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b4/89/e0e4a90cfbbe6af5d6c4a04ecff5fb76335169c896336ab1d753012fcc01/vws_python_mock-2026.2.22.1.tar.gz", hash = "sha256:85f29f1d172a8c83699e518cd4e8d2dc3e680e8445f3cf2d0cb8adcd8a2d1918", size = 165249, upload-time = "2026-02-22T11:56:56.979Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/90/0e/67e79a88cd9bfb02d7efc20c9270dd82c02af68376ca19d30cca7f119bf7/vws_python_mock-2026.2.21-py2.py3-none-any.whl", hash = "sha256:51b24439f8ee580ff3848cc86fc9297e23f3cc6845c14af691346dad6e3ee51a", size = 67491, upload-time = "2026-02-21T00:17:14.17Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a6/7cd9ee2558247ff319ff26a985d6668023d650a5f0326a59fbc2ee899b49/vws_python_mock-2026.2.22.1-py2.py3-none-any.whl", hash = "sha256:4c04f684869ef1f81800e60b7357476fc133f9e3d277ed8d106a404499480464", size = 70914, upload-time = "2026-02-22T11:56:55.356Z" },
 ]
 
 [[package]]

From 626b0ab4905fe4f5db379a33592b0102dd8485d8 Mon Sep 17 00:00:00 2001
From: adamtheturtle <797801+adamtheturtle@users.noreply.github.com>
Date: Sun, 22 Feb 2026 13:09:05 +0000
Subject: [PATCH 402/792] Bump CHANGELOG and VERSION

---
 CHANGELOG.rst | 4 ++++
 VERSION       | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 085797d0..23cf9ed5 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -4,6 +4,10 @@ Changelog
 Next
 ----
 
+2026.02.22
+----------
+
+
 2026.02.15.2
 ------------
 
diff --git a/VERSION b/VERSION
index 9ed377c0..bd12d807 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2026.02.15.2
+2026.02.22

From b43b7967a919f5767ef8644e3fca999abb724d9b Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 23 Feb 2026 09:47:25 +0000
Subject: [PATCH 403/792] Use * for keyword-only arguments in pytest fixtures

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 src/vws_cli/commands.py | 95 +++++++++++++++++++++--------------------
 tests/conftest.py       |  3 +-
 2 files changed, 51 insertions(+), 47 deletions(-)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 91eb93b3..6bb965ba 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -54,6 +54,27 @@
 )
 
 
+@beartype
+def _create_vws_client(
+    *,
+    server_access_key: str,
+    server_secret_key: str,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> VWS:
+    """Create a VWS client with the given credentials and timeout settings."""
+    return VWS(
+        server_access_key=server_access_key,
+        server_secret_key=server_secret_key,
+        base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
+    )
+
+
 @beartype
 def _get_error_message(exc: Exception) -> str:
     """Get an error message from a VWS exception."""
@@ -154,14 +175,12 @@ def get_target_record(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#target-record.
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
     record = vws_client.get_target_record(target_id=target_id).target_record
 
@@ -191,14 +210,12 @@ def list_targets(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#details-list.
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
     targets = vws_client.list_targets()
     yaml_list = yaml.dump(data=targets)
@@ -229,14 +246,12 @@ def get_duplicate_targets(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#check.
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
     record = vws_client.get_duplicate_targets(target_id=target_id)
 
@@ -266,14 +281,12 @@ def get_database_summary_report(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#summary-report.
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
     report = vws_client.get_database_summary_report()
     yaml_report = yaml.dump(data=dataclasses.asdict(obj=report))
@@ -304,14 +317,12 @@ def get_target_summary_report(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#retrieve-report.
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
     report = vws_client.get_target_summary_report(target_id=target_id)
     report_dict = dataclasses.asdict(obj=report)
@@ -345,14 +356,12 @@ def delete_target(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#delete.
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
 
     vws_client.delete_target(target_id=target_id)
@@ -390,14 +399,12 @@ def add_target(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#add
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
 
     image_bytes = image_file_path.read_bytes()
@@ -453,14 +460,12 @@ def update_target(
     See
     https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api#update
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
 
     if image_file_path is None:
@@ -491,7 +496,7 @@ def update_target(
     "The number of seconds to wait between requests made while polling the "
     "target status. "
     f"We wait {_SECONDS_BETWEEN_REQUESTS_DEFAULT} seconds by default, rather "
-    "than less, than that to decrease the number of calls made to the API, to "
+    "than less than that, to decrease the number of calls made to the API, to "
     "decrease the likelihood of hitting the request quota."
 )
 
@@ -537,14 +542,12 @@ def wait_for_target_processed(
     """Wait for a target to be "processed". This is done by polling the VWS
     API.
     """
-    vws_client = VWS(
+    vws_client = _create_vws_client(
         server_access_key=server_access_key,
         server_secret_key=server_secret_key,
         base_vws_url=base_vws_url,
-        request_timeout_seconds=(
-            connection_timeout_seconds,
-            read_timeout_seconds,
-        ),
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
     )
 
     try:
diff --git a/tests/conftest.py b/tests/conftest.py
index b11ab73b..4a141e25 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -27,7 +27,7 @@ def fixture_mock_database() -> Iterator[VuforiaDatabase]:
 
 
 @pytest.fixture
-def vws_client(mock_database: VuforiaDatabase) -> VWS:
+def vws_client(*, mock_database: VuforiaDatabase) -> VWS:
     """Return a VWS client which connects to a mock database."""
     return VWS(
         server_access_key=mock_database.server_access_key,
@@ -37,6 +37,7 @@ def vws_client(mock_database: VuforiaDatabase) -> VWS:
 
 @pytest.fixture
 def cloud_reco_client(
+    *,
     mock_database: VuforiaDatabase,
 ) -> CloudRecoService:
     """

From 22a5d1d9b68ec0a9d30ce2a628c618ef2f0ac6bd Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 23 Feb 2026 11:46:45 +0000
Subject: [PATCH 404/792] Add * to fixture_vumark_target for keyword-only
 arguments (#1990)

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 tests/conftest.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index dedb2cf7..3810e32a 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -47,7 +47,7 @@ def fixture_vumark_database() -> Iterator[VuMarkDatabase]:
 
 
 @pytest.fixture(name="vumark_target")
-def fixture_vumark_target(vumark_database: VuMarkDatabase) -> VuMarkTarget:
+def fixture_vumark_target(*, vumark_database: VuMarkDatabase) -> VuMarkTarget:
     """Return the pre-created ``VuMarkTarget`` in the database."""
     return next(iter(vumark_database.not_deleted_targets))
 

From f359255bbd5154ece04d2e4cc5c1a69bf3f772e5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 23:28:58 +0000
Subject: [PATCH 405/792] Bump vws-python-mock from 2026.2.22.1 to 2026.2.22.3

Bumps [vws-python-mock](https://github.com/VWS-Python/vws-python-mock) from 2026.2.22.1 to 2026.2.22.3.
- [Release notes](https://github.com/VWS-Python/vws-python-mock/releases)
- [Changelog](https://github.com/VWS-Python/vws-python-mock/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/VWS-Python/vws-python-mock/compare/2026.02.22.1...2026.02.22.3)

---
updated-dependencies:
- dependency-name: vws-python-mock
  dependency-version: 2026.2.22.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 952fe1f2..7aca581a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ optional-dependencies.dev = [
     "ty==0.0.18",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
-    "vws-python-mock==2026.2.22.1",
+    "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.22.0",

From a4e955330fd6a98d02828d56415266433c668bb0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 23:29:32 +0000
Subject: [PATCH 406/792] Bump pyrefly from 0.53.0 to 0.54.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.53.0 to 0.54.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.53.0...0.54.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.54.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 952fe1f2..26e1c97d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.16.1",
-    "pyrefly==0.53.0",
+    "pyrefly==0.54.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From e145d27b7fdde947e0650426aef9b6bb9bb083b8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 23:34:19 +0000
Subject: [PATCH 407/792] Bump vws-python from 2026.2.21 to 2026.2.23

Bumps [vws-python](https://github.com/VWS-Python/vws-python) from 2026.2.21 to 2026.2.23.
- [Release notes](https://github.com/VWS-Python/vws-python/releases)
- [Changelog](https://github.com/VWS-Python/vws-python/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/VWS-Python/vws-python/compare/2026.02.21...2026.02.23)

---
updated-dependencies:
- dependency-name: vws-python
  dependency-version: 2026.2.23
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7aca581a..02a6184a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
     "beartype==0.22.9",
     "click==8.3.1",
     "pyyaml==6.0.3",
-    "vws-python==2026.2.21",
+    "vws-python==2026.2.23",
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.11.24",

From c12deea0cec1c8617be0bbf289d8a2a6baabd36a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 23:34:47 +0000
Subject: [PATCH 408/792] Bump vws-python from 2026.2.21 to 2026.2.23

Bumps [vws-python](https://github.com/VWS-Python/vws-python) from 2026.2.21 to 2026.2.23.
- [Release notes](https://github.com/VWS-Python/vws-python/releases)
- [Changelog](https://github.com/VWS-Python/vws-python/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/VWS-Python/vws-python/compare/2026.02.21...2026.02.23)

---
updated-dependencies:
- dependency-name: vws-python
  dependency-version: 2026.2.23
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 16 ++++++++--------
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7aca581a..02a6184a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
     "beartype==0.22.9",
     "click==8.3.1",
     "pyyaml==6.0.3",
-    "vws-python==2026.2.21",
+    "vws-python==2026.2.23",
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.11.24",
diff --git a/uv.lock b/uv.lock
index 4506969b..0ef7a590 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2396,8 +2396,8 @@ requires-dist = [
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.18" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
-    { name = "vws-python", specifier = "==2026.2.21" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.1" },
+    { name = "vws-python", specifier = "==2026.2.23" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
@@ -2406,7 +2406,7 @@ provides-extras = ["dev", "release"]
 
 [[package]]
 name = "vws-python"
-version = "2026.2.21"
+version = "2026.2.23"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2414,14 +2414,14 @@ dependencies = [
     { name = "urllib3" },
     { name = "vws-auth-tools" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/db/88/f9a737c1bffd5d6b14771f99c1f9066612ba30f816a4cb6a62a95b30a254/vws_python-2026.2.21.tar.gz", hash = "sha256:d7ebebd332ec99d255949251f7f45bb59043d466b1ca6ae34784be75611b8673", size = 38998, upload-time = "2026-02-21T08:32:49.331Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/2a/2c/10451917b5ec72b0eadb31de43233cebbbd30a68a9174aa8352e1bd95372/vws_python-2026.2.23.tar.gz", hash = "sha256:020c1b3460bdd1aba3d303339e836ca1048b1ce53397c2240cc6f3bf04de7fb8", size = 39249, upload-time = "2026-02-23T09:11:11.652Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/a9/3a/81989d23f6f9f9907d0047cb80bac6cf2f554591bf34f0dc5738fec8e862/vws_python-2026.2.23-py2.py3-none-any.whl", hash = "sha256:663269e435f4153ef4f2f4f1484d827bf858077836b4681781dffbdd6c6fb838", size = 18936, upload-time = "2026-02-23T09:11:09.977Z" },
 ]
 
 [[package]]
 name = "vws-python-mock"
-version = "2026.2.22.1"
+version = "2026.2.22.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2443,9 +2443,9 @@ dependencies = [
     { name = "vws-auth-tools" },
     { name = "werkzeug" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b4/89/e0e4a90cfbbe6af5d6c4a04ecff5fb76335169c896336ab1d753012fcc01/vws_python_mock-2026.2.22.1.tar.gz", hash = "sha256:85f29f1d172a8c83699e518cd4e8d2dc3e680e8445f3cf2d0cb8adcd8a2d1918", size = 165249, upload-time = "2026-02-22T11:56:56.979Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/29/06/9aa217310f41a483981cfd71cc8fb5119621c62f0477aace29b82d7ea2bf/vws_python_mock-2026.2.22.3.tar.gz", hash = "sha256:67f121556b53ef195afe2b279553e7535178a81779e4e9997f34811d1ca54682", size = 164840, upload-time = "2026-02-22T22:41:41.981Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/f1/e8/c990d1180bf3ae4cfe3c9129879bd9daa4fb0aa57c6513f69bd26102f1cb/vws_python_mock-2026.2.22.3-py2.py3-none-any.whl", hash = "sha256:2480d61663c25d4dc2d2ca819e6a356700f665d6b904418119b1ab95e3b8353b", size = 70106, upload-time = "2026-02-22T22:41:40.012Z" },
 ]
 
 [[package]]

From e75488331840a96bce2ca66ac0e592f37d46a853 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 23:35:08 +0000
Subject: [PATCH 409/792] Bump pyproject-fmt from 2.16.1 to 2.16.2

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.16.1 to 2.16.2.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.16.1...pyproject-fmt/2.16.2)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.16.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a5a8d035..dda8f372 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.16.1",
+    "pyproject-fmt==2.16.2",
     "pyrefly==0.54.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From e3bfde43944a2809c7e0f8141335f3a789291ef4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 24 Feb 2026 22:26:30 +0000
Subject: [PATCH 410/792] Bump vws-python from 2026.2.23 to 2026.2.24

Bumps [vws-python](https://github.com/VWS-Python/vws-python) from 2026.2.23 to 2026.2.24.
- [Release notes](https://github.com/VWS-Python/vws-python/releases)
- [Changelog](https://github.com/VWS-Python/vws-python/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/VWS-Python/vws-python/compare/2026.02.23...2026.02.24)

---
updated-dependencies:
- dependency-name: vws-python
  dependency-version: 2026.2.24
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 51 +++++++++++++++++++++++++-------------------------
 2 files changed, 27 insertions(+), 26 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 419589a5..022425b8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
     "beartype==0.22.9",
     "click==8.3.1",
     "pyyaml==6.0.3",
-    "vws-python==2026.2.23",
+    "vws-python==2026.2.24",
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.11.24",
diff --git a/uv.lock b/uv.lock
index 0ef7a590..6438e1e2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1296,20 +1296,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.16.1"
+version = "2.16.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "toml-fmt-common" },
 ]
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 [[package]]
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+    { url = "https://files.pythonhosted.org/packages/5f/99/8fdcdb4e55f0227fdd9f6abce36b619bab1ecb0662b83b66adc8cba3c788/pyrefly-0.54.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:58a3f092b6dc25ef79b2dc6c69a40f36784ca157c312bfc0baea463926a9db6d", size = 12223973, upload-time = "2026-02-23T15:44:14.278Z" },
+    { url = "https://files.pythonhosted.org/packages/90/35/c2aaf87a76003ad27b286594d2e5178f811eaa15bfe3d98dba2b47d56dd1/pyrefly-0.54.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:615081414106dd95873bc39c3a4bed68754c6cc24a8177ac51d22f88f88d3eb3", size = 11785585, upload-time = "2026-02-23T15:44:17.468Z" },
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+    { url = "https://files.pythonhosted.org/packages/0b/ce/72a117ed437c8f6950862181014b41e36f3c3997580e29b772b71e78d587/pyrefly-0.54.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:66d5da116c0d34acfbd66663addd3ca8aa78a636f6692a66e078126d3620a883", size = 35962821, upload-time = "2026-02-23T15:44:22.357Z" },
+    { url = "https://files.pythonhosted.org/packages/85/de/89013f5ae0a35d2b6b01274a92a35ee91431ea001050edf0a16748d39875/pyrefly-0.54.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6ef3ac27f1a4baaf67aead64287d3163350844794aca6315ad1a9650b16ec26a", size = 38496689, upload-time = "2026-02-23T15:44:25.236Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/9a/33b097c7bf498b924742dca32dd5d9c6a3fa6c2b52b63a58eb9e1980ca89/pyrefly-0.54.0-py3-none-win32.whl", hash = "sha256:7d607d72200a8afbd2db10bfefb40160a7a5d709d207161c21649cedd5cfc09a", size = 11295268, upload-time = "2026-02-23T15:44:27.551Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/21/9263fd1144d2a3d7342b474f183f7785b3358a1565c864089b780110b933/pyrefly-0.54.0-py3-none-win_amd64.whl", hash = "sha256:fd416f04f89309385696f685bd5c9141011f18c8072f84d31ca20c748546e791", size = 12081810, upload-time = "2026-02-23T15:44:29.461Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/5b/fad062a196c064cbc8564de5b2f4d3cb6315f852e3b31e8a1ce74c69a1ea/pyrefly-0.54.0-py3-none-win_arm64.whl", hash = "sha256:f06ab371356c7b1925e0bffe193b738797e71e5dbbff7fb5a13f90ee7521211d", size = 11564930, upload-time = "2026-02-23T15:44:33.053Z" },
 ]
 
 [[package]]
@@ -2371,8 +2371,8 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.3" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.53.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.16.2" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.54.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },
@@ -2396,7 +2396,7 @@ requires-dist = [
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.18" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
-    { name = "vws-python", specifier = "==2026.2.23" },
+    { name = "vws-python", specifier = "==2026.2.24" },
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
@@ -2406,17 +2406,18 @@ provides-extras = ["dev", "release"]
 
 [[package]]
 name = "vws-python"
-version = "2026.2.23"
+version = "2026.2.24"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
+    { name = "httpx" },
     { name = "requests" },
     { name = "urllib3" },
     { name = "vws-auth-tools" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2a/2c/10451917b5ec72b0eadb31de43233cebbbd30a68a9174aa8352e1bd95372/vws_python-2026.2.23.tar.gz", hash = "sha256:020c1b3460bdd1aba3d303339e836ca1048b1ce53397c2240cc6f3bf04de7fb8", size = 39249, upload-time = "2026-02-23T09:11:11.652Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e0/c8/9b3896aaff64779490a735a66c457864fda6f92809b0ac0cd909ff103f23/vws_python-2026.2.24.tar.gz", hash = "sha256:552ceb543fe5fac46be192417c00a3f512663000ea1d5e55bc275f2a644d1484", size = 40488, upload-time = "2026-02-24T15:48:30.842Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a9/3a/81989d23f6f9f9907d0047cb80bac6cf2f554591bf34f0dc5738fec8e862/vws_python-2026.2.23-py2.py3-none-any.whl", hash = "sha256:663269e435f4153ef4f2f4f1484d827bf858077836b4681781dffbdd6c6fb838", size = 18936, upload-time = "2026-02-23T09:11:09.977Z" },
+    { url = "https://files.pythonhosted.org/packages/17/46/dbe34f3c46684badcc7773d7604c86bccba13a6d7f3f669a797f69522e8c/vws_python-2026.2.24-py2.py3-none-any.whl", hash = "sha256:b9c604cf8879cdac7f5c83eae4b48d5326d2468d7af8f102e6736fb717bee000", size = 20126, upload-time = "2026-02-24T15:48:29.583Z" },
 ]
 
 [[package]]

From 1d43fbe23dbb7497b4e6ac7d5833a1a12541dc88 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 25 Feb 2026 17:07:10 +0000
Subject: [PATCH 411/792] Add VWSPython.vumark to winget release automation
 (#1998)

Now that the initial VWSPython.vumark package PR has been submitted to
microsoft/winget-pkgs, add automated winget-releaser support for
subsequent releases. Also remove the now-resolved manual note from
the release process docs.

Closes #1984

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .github/workflows/release.yml   | 11 ++++++++---
 docs/source/release-process.rst | 12 ++----------
 2 files changed, 10 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f6b5c135..2c2e783d 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -449,9 +449,6 @@ jobs:
       contents: read
 
     steps:
-      # The first PR for a new package ID must be created manually on
-      # microsoft/winget-pkgs. We intentionally do not add vumark here yet.
-      # Tracked in https://github.com/VWS-Python/vws-cli/issues/1984.
       - uses: vedantmgoyal9/winget-releaser@v2
         with:
           identifier: VWSPython.vws-cli
@@ -467,3 +464,11 @@ jobs:
           release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vuforia-cloud-reco-windows\.exe$
           token: ${{ secrets.WINGET_TOKEN }}
+
+      - uses: vedantmgoyal9/winget-releaser@v2
+        with:
+          identifier: VWSPython.vumark
+          version: ${{ needs.build.outputs.new_tag }}
+          release-tag: ${{ needs.build.outputs.new_tag }}
+          installers-regex: ^vumark-windows\.exe$
+          token: ${{ secrets.WINGET_TOKEN }}
diff --git a/docs/source/release-process.rst b/docs/source/release-process.rst
index 1bf16f4b..22ce9df6 100644
--- a/docs/source/release-process.rst
+++ b/docs/source/release-process.rst
@@ -9,8 +9,8 @@ Outcomes
 * A new Homebrew recipe available to install.
 * A new Docker image on GitHub Container Registry.
 * New binary assets attached to the GitHub release.
-* New Winget packages available to install for ``vws`` and
-  ``vuforia-cloud-reco``.
+* New Winget packages available to install for ``vws``,
+  ``vuforia-cloud-reco``, and ``vumark``.
 
 Perform a Release
 ~~~~~~~~~~~~~~~~~
@@ -25,11 +25,3 @@ Perform a Release
       $ gh workflow run release.yml --repo "|github-owner|/|github-repository|"
 
 .. _Install GitHub CLI: https://cli.github.com/
-
-WinGet for ``vumark``
-~~~~~~~~~~~~~~~~~~~~~
-
-The first WinGet PR for a new package ID must be created manually.
-For ``vumark``, do this after the first release that contains
-``vumark-windows.exe``, then automation can be added for subsequent releases.
-This is tracked in `issue #1984 <https://github.com/VWS-Python/vws-cli/issues/1984>`_.

From 6b143022fec2cc2c3e3cef093bc8dc078b1670b0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 25 Feb 2026 22:24:00 +0000
Subject: [PATCH 412/792] Bump vws-python from 2026.2.24 to 2026.2.25.1

Bumps [vws-python](https://github.com/VWS-Python/vws-python) from 2026.2.24 to 2026.2.25.1.
- [Release notes](https://github.com/VWS-Python/vws-python/releases)
- [Changelog](https://github.com/VWS-Python/vws-python/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/VWS-Python/vws-python/compare/2026.02.24...2026.02.25.1)

---
updated-dependencies:
- dependency-name: vws-python
  dependency-version: 2026.2.25.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 022425b8..ea8f6d4d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
     "beartype==0.22.9",
     "click==8.3.1",
     "pyyaml==6.0.3",
-    "vws-python==2026.2.24",
+    "vws-python==2026.2.25.1",
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.11.24",

From ae19250c67669d0c48238c5c2d45cce315c603f6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Feb 2026 22:23:23 +0000
Subject: [PATCH 413/792] Bump doccmd from 2026.2.15 to 2026.2.26

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.2.15 to 2026.2.26.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.02.15...2026.02.26)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.2.26
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ea8f6d4d..25aaa0eb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.2.15",
+    "doccmd==2026.2.26",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 800be187643ca8b5626d76139cfc67412f01f149 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Feb 2026 22:23:37 +0000
Subject: [PATCH 414/792] Bump ty from 0.0.18 to 0.0.19

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.18 to 0.0.19.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.18...0.0.19)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.19
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ea8f6d4d..e9dae714 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.18",
+    "ty==0.0.19",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2026.2.22.3",

From e85018504fb33c7e1800efd93502f2d5b04cc982 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Feb 2026 22:24:26 +0000
Subject: [PATCH 415/792] Bump ruff from 0.15.2 to 0.15.4

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.2 to 0.15.4.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.2...0.15.4)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ea8f6d4d..ae1961c7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.2",
+    "ruff==0.15.4",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 1dfe567212d8776f43d725bc1c9e3f0cacba1c0a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 27 Feb 2026 22:23:05 +0000
Subject: [PATCH 416/792] Bump doccmd from 2026.2.26 to 2026.2.27.1

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.2.26 to 2026.2.27.1.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.02.26...2026.02.27.1)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.2.27.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 91b27d9b..f64ad567 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.2.26",
+    "doccmd==2026.2.27.1",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 8e7be4da9c28b70db10517e94447fae2dfdf4c10 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 1 Mar 2026 21:55:24 +0000
Subject: [PATCH 417/792] Bump doccmd to 2026.3.1

Made-with: Cursor
---
 pyproject.toml |   2 +-
 uv.lock        | 106 +++++++++++++++++++++++++------------------------
 2 files changed, 55 insertions(+), 53 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f64ad567..dd527dcb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.2.27.1",
+    "doccmd==2026.3.1",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
diff --git a/uv.lock b/uv.lock
index 6438e1e2..6e7ffda2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -369,7 +369,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.2.15"
+version = "2026.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -382,9 +382,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ba/a3/9ade6d8963850dfab36bcd4f800205f8de25b944a51e5e7af74416b6c77a/doccmd-2026.2.15.tar.gz", hash = "sha256:728bc40f437c1cdc41827eda129c3718adf0c27688e49cc724c0d84f34538079", size = 186515, upload-time = "2026-02-15T12:40:28.569Z" }
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 [[package]]
@@ -2360,7 +2362,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.2.15" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.1" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
@@ -2379,7 +2381,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.0.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.2" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.4" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
@@ -2393,10 +2395,10 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.18" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.19" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
-    { name = "vws-python", specifier = "==2026.2.24" },
+    { name = "vws-python", specifier = "==2026.2.25.1" },
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
@@ -2406,7 +2408,7 @@ provides-extras = ["dev", "release"]
 
 [[package]]
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-version = "2026.2.24"
+version = "2026.2.25.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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@@ -2415,9 +2417,9 @@ dependencies = [
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 [[package]]

From cee1d00ec81df4494e5cd1a6d5ec2972be2ffafd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:47:34 +0000
Subject: [PATCH 418/792] Bump prek from 0.3.3 to 0.3.4

Bumps [prek](https://github.com/j178/prek) from 0.3.3 to 0.3.4.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.3...v0.3.4)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dd527dcb..d0992faa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.3",
+    "prek==0.3.4",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.16.2",

From bacbb3474b3f1ef81eb3f4d1175c4e64ae0f4cba Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:47:54 +0000
Subject: [PATCH 419/792] Bump ty from 0.0.19 to 0.0.20

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.19 to 0.0.20.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.19...0.0.20)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.20
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dd527dcb..a6a97c17 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.19",
+    "ty==0.0.20",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.14",
     "vws-python-mock==2026.2.22.3",

From 7b13ee3de5d5128f6c2ba87062fd80126288967a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:48:19 +0000
Subject: [PATCH 420/792] Bump doccmd from 2026.3.1 to 2026.3.2

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.3.1 to 2026.3.2.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.03.01...2026.03.02)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.3.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dd527dcb..21e2d3ac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.24.0",
     "doc8==2.0.0",
-    "doccmd==2026.3.1",
+    "doccmd==2026.3.2",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 5549ac2d8cf6c3d6c7f9b68ef414c19c359bd540 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2026 23:53:49 +0000
Subject: [PATCH 421/792] Bump pyproject-fmt from 2.16.2 to 2.17.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.16.2 to 2.17.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.16.2...pyproject-fmt/2.17.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.17.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 96 +++++++++++++++++++++++++-------------------------
 2 files changed, 49 insertions(+), 49 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 69f1532d..cb5ccd29 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.4",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.16.2",
+    "pyproject-fmt==2.17.0",
     "pyrefly==0.54.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 6e7ffda2..3bc755af 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1129,26 +1129,26 @@ wheels = [
 
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From 601115e10f1a0f5f9446deb6d3f1d0d27f2dbca8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Mar 2026 22:23:52 +0000
Subject: [PATCH 422/792] Bump pyrefly from 0.54.0 to 0.55.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.54.0 to 0.55.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.54.0...0.55.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.55.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 86ac18ae..3cb83dc0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.17.0",
-    "pyrefly==0.54.0",
+    "pyrefly==0.55.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 1850938d4480ddd411eaf86dd3b0f72d373488f7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Mar 2026 22:29:36 +0000
Subject: [PATCH 423/792] Bump pyproject-fmt from 2.17.0 to 2.18.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.17.0 to 2.18.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.17.0...pyproject-fmt/2.18.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.18.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3cb83dc0..b58b6a3f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.4",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.17.0",
+    "pyproject-fmt==2.18.1",
     "pyrefly==0.55.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From bf5e9a267bbf180280cb2d438637c8ebc2f998e3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 3 Mar 2026 22:29:45 +0000
Subject: [PATCH 424/792] Bump pyproject-fmt from 2.17.0 to 2.18.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.17.0 to 2.18.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.17.0...pyproject-fmt/2.18.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.18.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 50 +++++++++++++++++++++++++-------------------------
 2 files changed, 26 insertions(+), 26 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3cb83dc0..b58b6a3f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.4",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.17.0",
+    "pyproject-fmt==2.18.1",
     "pyrefly==0.55.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 3bc755af..3c9e8ecc 100644
--- a/uv.lock
+++ b/uv.lock
@@ -369,7 +369,7 @@ wheels = [
 
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-version = "2026.3.1"
+version = "2026.3.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 [[package]]
@@ -1296,20 +1296,20 @@ spelling = [
 
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+version = "2.18.1"
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 [[package]]
@@ -2362,7 +2362,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.1" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.2" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
@@ -2373,8 +2373,8 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.4" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.17.0" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.54.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.18.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.55.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },

From bdf5850d329814afc63191a3116e0b466af2ac5e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 4 Mar 2026 10:20:28 +0000
Subject: [PATCH 425/792] Apply pyproject-fmt 2.18 inline table key reordering

Made-with: Cursor
---
 pyproject.toml | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b58b6a3f..292389a6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -164,11 +164,11 @@ lint.pydocstyle.convention = "google"
 [tool.pylint]
 # Allow the body of an if to be on the same line as the test if there is no
 # else.
-"FORMAT".single-line-if-stmt = false
+FORMAT.single-line-if-stmt = false
 # Pickle collected data for later comparisons.
-"MASTER".persistent = true
+MASTER.persistent = true
 # Use multiple processes to speed up Pylint.
-"MASTER".jobs = 0
+MASTER.jobs = 0
 # List of plugins (as comma separated values of python modules names) to load,
 # usually to register additional checkers.
 # See https://chezsoi.org/lucas/blog/pylint-strict-base-configuration.html.
@@ -177,7 +177,7 @@ lint.pydocstyle.convention = "google"
 # - pylint.extensions.magic_value
 # - pylint.extensions.while_used
 # as they seemed to get in the way.
-"MASTER".load-plugins = [
+MASTER.load-plugins = [
     "pylint.extensions.bad_builtin",
     "pylint.extensions.comparison_placement",
     "pylint.extensions.consider_refactoring_into_while_condition",
@@ -196,8 +196,8 @@ lint.pydocstyle.convention = "google"
 ]
 # Allow loading of arbitrary C extensions. Extensions are imported into the
 # active Python interpreter and may run arbitrary code.
-"MASTER".unsafe-load-any-extension = false
-"MASTER".ignore = [
+MASTER.unsafe-load-any-extension = false
+MASTER.ignore = [
     "_setuptools_scm_version.py",
 ]
 # Enable the message, report, category or checker with the given id(s). You can
@@ -245,12 +245,12 @@ lint.pydocstyle.convention = "google"
 ]
 # Spelling dictionary name. Available dictionaries: none. To make it working
 # install python-enchant package.
-"SPELLING".spelling-dict = "en_US"
+SPELLING.spelling-dict = "en_US"
 # A path to a file that contains private dictionary; one word per line.
-"SPELLING".spelling-private-dict-file = "spelling_private_dict.txt"
+SPELLING.spelling-private-dict-file = "spelling_private_dict.txt"
 # Tells whether to store unknown words to indicated private dictionary in
 # --spelling-private-dict-file option instead of raising a message.
-"SPELLING".spelling-store-unknown-words = "no"
+SPELLING.spelling-store-unknown-words = "no"
 
 [tool.check-manifest]
 ignore = [

From 88012df22ae508b9fbc73562563ad6b0c02416ca Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 4 Mar 2026 10:21:02 +0000
Subject: [PATCH 426/792] Apply pyproject-fmt 2.18 inline table key reordering

Made-with: Cursor
---
 pyproject.toml | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b58b6a3f..292389a6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -164,11 +164,11 @@ lint.pydocstyle.convention = "google"
 [tool.pylint]
 # Allow the body of an if to be on the same line as the test if there is no
 # else.
-"FORMAT".single-line-if-stmt = false
+FORMAT.single-line-if-stmt = false
 # Pickle collected data for later comparisons.
-"MASTER".persistent = true
+MASTER.persistent = true
 # Use multiple processes to speed up Pylint.
-"MASTER".jobs = 0
+MASTER.jobs = 0
 # List of plugins (as comma separated values of python modules names) to load,
 # usually to register additional checkers.
 # See https://chezsoi.org/lucas/blog/pylint-strict-base-configuration.html.
@@ -177,7 +177,7 @@ lint.pydocstyle.convention = "google"
 # - pylint.extensions.magic_value
 # - pylint.extensions.while_used
 # as they seemed to get in the way.
-"MASTER".load-plugins = [
+MASTER.load-plugins = [
     "pylint.extensions.bad_builtin",
     "pylint.extensions.comparison_placement",
     "pylint.extensions.consider_refactoring_into_while_condition",
@@ -196,8 +196,8 @@ lint.pydocstyle.convention = "google"
 ]
 # Allow loading of arbitrary C extensions. Extensions are imported into the
 # active Python interpreter and may run arbitrary code.
-"MASTER".unsafe-load-any-extension = false
-"MASTER".ignore = [
+MASTER.unsafe-load-any-extension = false
+MASTER.ignore = [
     "_setuptools_scm_version.py",
 ]
 # Enable the message, report, category or checker with the given id(s). You can
@@ -245,12 +245,12 @@ lint.pydocstyle.convention = "google"
 ]
 # Spelling dictionary name. Available dictionaries: none. To make it working
 # install python-enchant package.
-"SPELLING".spelling-dict = "en_US"
+SPELLING.spelling-dict = "en_US"
 # A path to a file that contains private dictionary; one word per line.
-"SPELLING".spelling-private-dict-file = "spelling_private_dict.txt"
+SPELLING.spelling-private-dict-file = "spelling_private_dict.txt"
 # Tells whether to store unknown words to indicated private dictionary in
 # --spelling-private-dict-file option instead of raising a message.
-"SPELLING".spelling-store-unknown-words = "no"
+SPELLING.spelling-store-unknown-words = "no"
 
 [tool.check-manifest]
 ignore = [

From 38a8664244296b0fb79aa42c2e3e8f41e00dd537 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Wed, 4 Mar 2026 10:21:37 +0000
Subject: [PATCH 427/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 50 +++++++++++++++++++++++++-------------------------
 1 file changed, 25 insertions(+), 25 deletions(-)

diff --git a/uv.lock b/uv.lock
index 3bc755af..3c9e8ecc 100644
--- a/uv.lock
+++ b/uv.lock
@@ -369,7 +369,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.3.1"
+version = "2026.3.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -382,9 +382,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/60/62/3729aa84b758f979bbfb3c67d6494aae5bca9eb45adcc9f14b0a401c0118/doccmd-2026.3.1.tar.gz", hash = "sha256:ec93d9ba3f5c0197645be0799a4ca999111fdf0b791d9a7a8a8223ec5a4949ae", size = 177578, upload-time = "2026-03-01T21:37:55.684Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/93/0d/d6668ac96e9ecd07e58122c13e30ab4e12f74d2d2a6a18e5938dfcf40499/doccmd-2026.3.2.tar.gz", hash = "sha256:e2b90d7f17168a620778524599df7e9558b573118a0c7906f34c7bd4c5fa598f", size = 177573, upload-time = "2026-03-02T13:17:04.233Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/c1/7a/22f2919cfa8b13a02d5ff5c56de8f5574d1c5b0ccdc8dccb3c50a351c4ea/doccmd-2026.3.2-py2.py3-none-any.whl", hash = "sha256:7be8e787c8a7448a2a696c3d70cd5c824f137c51401e588843348d7ee7a83f7c", size = 21363, upload-time = "2026-03-02T13:17:02.528Z" },
 ]
 
 [[package]]
@@ -1296,20 +1296,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.17.0"
+version = "2.18.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/7d/c4/6b1361c1ca268c03ada092356d655581bbeae4996eec0529c593c87f852e/pyproject_fmt-2.18.1.tar.gz", hash = "sha256:c51e9e30ff76ee7c9ca27b0e2a4fcd36d458803a08841b0a279b7a0c24b3d54a", size = 144273, upload-time = "2026-03-03T19:39:24.28Z" }
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 [[package]]
@@ -1323,18 +1323,18 @@ wheels = [
 
 [[package]]
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+    { url = "https://files.pythonhosted.org/packages/3a/ad/89500c01bac3083383011600370289fbc67700c5be46e781787392628a3a/pyrefly-0.55.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:2827426e6b28397c13badb93c0ede0fb0f48046a7a89e3d774cda04e8e2067cd", size = 11767474, upload-time = "2026-03-03T00:46:18.003Z" },
+    { url = "https://files.pythonhosted.org/packages/78/68/4c66b260f817f304ead11176ff13985625f7c269e653304b4bdb546551af/pyrefly-0.55.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7346b2d64dc575bd61aa3bca854fbf8b5a19a471cbdb45e0ca1e09861b63488c", size = 33260395, upload-time = "2026-03-03T00:46:20.509Z" },
+    { url = "https://files.pythonhosted.org/packages/47/09/10bd48c9f860064f29f412954126a827d60f6451512224912c265e26bbe6/pyrefly-0.55.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:233b861b4cff008b1aff62f4f941577ed752e4d0060834229eb9b6826e6973c9", size = 35848269, upload-time = "2026-03-03T00:46:23.418Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/39/bc65cdd5243eb2dfea25dd1321f9a5a93e8d9c3a308501c4c6c05d011585/pyrefly-0.55.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f5aa85657d76da1d25d081a49f0e33c8fc3ec91c1a0f185a8ed393a5a3d9e178", size = 38449820, upload-time = "2026-03-03T00:46:26.309Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/64/58b38963b011af91209e87f868cc85cfc762ec49a4568ce610c45e7a5f40/pyrefly-0.55.0-py3-none-win32.whl", hash = "sha256:23f786a78536a56fed331b245b7d10ec8945bebee7b723491c8d66fdbc155fe6", size = 11259415, upload-time = "2026-03-03T00:46:30.875Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/0b/a4aa519ff632a1ea69eec942566951670b870b99b5c08407e1387b85b6a4/pyrefly-0.55.0-py3-none-win_amd64.whl", hash = "sha256:d465b49e999b50eeb069ad23f0f5710651cad2576f9452a82991bef557df91ee", size = 12043581, upload-time = "2026-03-03T00:46:33.674Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/51/89017636fbe1ffd166ad478990c6052df615b926182fa6d3c0842b407e89/pyrefly-0.55.0-py3-none-win_arm64.whl", hash = "sha256:732ff490e0e863b296e7c0b2471e08f8ba7952f9fa6e9de09d8347fd67dde77f", size = 11548076, upload-time = "2026-03-03T00:46:36.193Z" },
 ]
 
 [[package]]
@@ -2362,7 +2362,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.1" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.2" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
@@ -2373,8 +2373,8 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.4" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.17.0" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.54.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.18.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.55.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },

From 89638bd190e4cf2fe23a3c14b93ca858b451d152 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 4 Mar 2026 22:22:50 +0000
Subject: [PATCH 428/792] Bump docker/login-action from 3 to 4

Bumps [docker/login-action](https://github.com/docker/login-action) from 3 to 4.
- [Release notes](https://github.com/docker/login-action/releases)
- [Commits](https://github.com/docker/login-action/compare/v3...v4)

---
updated-dependencies:
- dependency-name: docker/login-action
  dependency-version: '4'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 2c2e783d..5cd19a3d 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -266,7 +266,7 @@ jobs:
         uses: docker/setup-buildx-action@v3
 
       - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v3
+        uses: docker/login-action@v4
         with:
           registry: ghcr.io
           username: ${{ github.actor }}

From b131e7c36b4df71893baf2e85cfad2ce983a746d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 4 Mar 2026 22:23:29 +0000
Subject: [PATCH 429/792] Bump vulture from 2.14 to 2.15

Bumps [vulture](https://github.com/jendrikseipp/vulture) from 2.14 to 2.15.
- [Release notes](https://github.com/jendrikseipp/vulture/releases)
- [Changelog](https://github.com/jendrikseipp/vulture/blob/main/CHANGELOG.md)
- [Commits](https://github.com/jendrikseipp/vulture/compare/v2.14...v2.15)

---
updated-dependencies:
- dependency-name: vulture
  dependency-version: '2.15'
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 292389a6..6b12a906 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     "torchvision>=0.20.1",
     "ty==0.0.20",
     "types-pyyaml==6.0.12.20250915",
-    "vulture==2.14",
+    "vulture==2.15",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",

From 4b150c0eab2b169ff85d1d4a7c764a09e13d15b6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 5 Mar 2026 22:22:48 +0000
Subject: [PATCH 430/792] Bump docker/setup-buildx-action from 3 to 4

Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 3 to 4.
- [Release notes](https://github.com/docker/setup-buildx-action/releases)
- [Commits](https://github.com/docker/setup-buildx-action/compare/v3...v4)

---
updated-dependencies:
- dependency-name: docker/setup-buildx-action
  dependency-version: '4'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5cd19a3d..b89bd789 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -263,7 +263,7 @@ jobs:
           ref: ${{ needs.build.outputs.new_tag }}
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
+        uses: docker/setup-buildx-action@v4
 
       - name: Log in to GitHub Container Registry
         uses: docker/login-action@v4

From 6f44db83df78699c7e6cbf556d5d85412dea3343 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 5 Mar 2026 22:23:41 +0000
Subject: [PATCH 431/792] Bump ruff from 0.15.4 to 0.15.5

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.4 to 0.15.5.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.4...0.15.5)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6b12a906..fd4723b9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.4",
+    "ruff==0.15.5",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From aa86a3e73f22f10c1427b3cc8d4cae0b3a1092ef Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 6 Mar 2026 22:23:12 +0000
Subject: [PATCH 432/792] Bump ty from 0.0.20 to 0.0.21

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.20 to 0.0.21.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.20...0.0.21)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.21
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fd4723b9..89728528 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.20",
+    "ty==0.0.21",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.15",
     "vws-python-mock==2026.2.22.3",

From 3f4b1273af7591c926de15c6b10ead143c47f56a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 9 Mar 2026 22:51:13 +0000
Subject: [PATCH 433/792] Bump prek from 0.3.4 to 0.3.5

Bumps [prek](https://github.com/j178/prek) from 0.3.4 to 0.3.5.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.4...v0.3.5)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 89728528..0a24a946 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.4",
+    "prek==0.3.5",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",

From d4cd3171e1b28692b52c5e63d020dc5986e04b3c Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 10 Mar 2026 10:04:50 +0000
Subject: [PATCH 434/792] Fix zizmor lint: upgrade to 1.23.1, disable
 superfluous-actions and secrets-outside-env

Made-with: Cursor
---
 pyproject.toml | 2 +-
 zizmor.yml     | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0a24a946..d210ef50 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.22.0",
+    "zizmor==1.23.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
diff --git a/zizmor.yml b/zizmor.yml
index 4716b1b9..e8cb5642 100644
--- a/zizmor.yml
+++ b/zizmor.yml
@@ -10,5 +10,9 @@ rules:
     disable: true
   template-injection:
     disable: true
+  superfluous-actions:
+    disable: true
+  secrets-outside-env:
+    disable: true
   artipacked:
     disable: true

From 97a6eae9f3057a48e384fa147b5de593fdb1d3e2 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Tue, 10 Mar 2026 10:07:24 +0000
Subject: [PATCH 435/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 158 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 79 insertions(+), 79 deletions(-)

diff --git a/uv.lock b/uv.lock
index 3c9e8ecc..9725b5a4 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1129,26 +1129,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.3.4"
+version = "0.3.5"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/c6/51/2324eaad93a4b144853ca1c56da76f357d3a70c7b4fd6659e972d7bb8660/prek-0.3.4.tar.gz", hash = "sha256:56a74d02d8b7dfe3c774ecfcd8c1b4e5f1e1b84369043a8003e8e3a779fce72d", size = 356633, upload-time = "2026-02-28T03:47:13.452Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/46/d6/277e002e56eeab3a9d48f1ca4cc067d249d6326fc1783b770d70ad5ae2be/prek-0.3.5.tar.gz", hash = "sha256:ca40b6685a4192256bc807f32237af94bf9b8799c0d708b98735738250685642", size = 374806, upload-time = "2026-03-09T10:35:18.842Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/09/20/1a964cb72582307c2f1dc7f583caab90f42810ad41551e5220592406a4c3/prek-0.3.4-py3-none-linux_armv6l.whl", hash = "sha256:c35192d6e23fe7406bd2f333d1c7dab1a4b34ab9289789f453170f33550aa74d", size = 4641915, upload-time = "2026-02-28T03:47:03.772Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/cb/4a21f37102bac37e415b61818344aa85de8d29a581253afa7db8c08d5a33/prek-0.3.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6f784d78de72a8bbe58a5fe7bde787c364ae88f0aff5222c5c5c7287876c510a", size = 4649166, upload-time = "2026-02-28T03:47:06.164Z" },
-    { url = "https://files.pythonhosted.org/packages/85/9c/a7c0d117a098d57931428bdb60fcb796e0ebc0478c59288017a2e22eca96/prek-0.3.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:50a43f522625e8c968e8c9992accf9e29017abad6c782d6d176b73145ad680b7", size = 4274422, upload-time = "2026-02-28T03:46:59.356Z" },
-    { url = "https://files.pythonhosted.org/packages/59/84/81d06df1724d09266df97599a02543d82fde7dfaefd192f09d9b2ccb092f/prek-0.3.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:4bbb1d3912a88935f35c6ba4466b4242732e3e3a8c608623c708e83cea85de00", size = 4629873, upload-time = "2026-02-28T03:46:56.419Z" },
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+    { url = "https://files.pythonhosted.org/packages/1c/f3/07cf122e145bc6df976030e9935123124c3fcb5044cf407b5e71e85821b4/vulture-2.15-py3-none-any.whl", hash = "sha256:a3d8ebef918694326620eb128fa783486c8d285b23381c2b457d864ac056ef8d", size = 26895, upload-time = "2026-03-04T21:41:39.878Z" },
 ]
 
 [[package]]
@@ -2370,7 +2370,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.4" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.5" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.18.1" },
@@ -2381,7 +2381,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.0.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.4" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.5" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
@@ -2395,14 +2395,14 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.20" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.21" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
-    { name = "vulture", marker = "extra == 'dev'", specifier = "==2.14" },
+    { name = "vulture", marker = "extra == 'dev'", specifier = "==2.15" },
     { name = "vws-python", specifier = "==2026.2.25.1" },
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
-    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.22.0" },
+    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.23.1" },
 ]
 provides-extras = ["dev", "release"]
 
@@ -2511,18 +2511,18 @@ wheels = [
 
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-source = { registry = "https://pypi.org/simple" }
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-    { url = "https://files.pythonhosted.org/packages/0b/b4/c1d6b7e7c53ecfa64677aa4891b1ad10a3fc8cfc59c6c458a0b7d768c4d3/zizmor-1.22.0-py3-none-win32.whl", hash = "sha256:05b906d08b7fa70474ad99b95ae6e332e6d527089821df71b739107488aad303", size = 6618441, upload-time = "2026-01-17T05:19:56.295Z" },
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+version = "1.23.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/9e/58/d0228b1332f001f905d3cdd288a878d339e740ef8a92c321696a7359bdcd/zizmor-1.23.1.tar.gz", hash = "sha256:eb9871f1de004d8c6e35ff403bd6a41c495062736e78b9c4a98988970c598639", size = 463942, upload-time = "2026-03-08T16:57:29.065Z" }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e3/43/037b68a2d173a44286f27c5c47e219d8beba758a323e1642770956831732/zizmor-1.23.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:82a7925bbdbc69713cbeb19ec90012cba3b92e3ace65ae60088e9604c5724182", size = 8657180, upload-time = "2026-03-08T16:57:23.078Z" },
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+    { url = "https://files.pythonhosted.org/packages/3f/e7/5ca6f7d56741b190c6d7d3721eb98c66e23fb68d64e6886c92993e049f36/zizmor-1.23.1-py3-none-manylinux_2_28_armv7l.whl", hash = "sha256:08ae0d8f4d665f6cf9b475913c64d2193d52ffc6f02ce66d4dcfd1b92daf4f82", size = 8374212, upload-time = "2026-03-08T16:57:25.437Z" },
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+    { url = "https://files.pythonhosted.org/packages/b6/0d/4475ded1664262af70525700e158c3156653391770159d65cd80245fb68e/zizmor-1.23.1-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:795e04dff47ca1d1b0af2d7a5d3a96909a18d5fa80548534951efb24af6ec83e", size = 8820009, upload-time = "2026-03-08T16:57:36.865Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/ef/818c68d9b407e3d02fbe7e39ad73750846d19afad50c4c9ad86455214fc2/zizmor-1.23.1-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:c62059c75100d0bc1a19cd95a6dce9b93ac5ab2e7d7bcdd974c51b2c5eb503e3", size = 8331336, upload-time = "2026-03-08T16:57:20.825Z" },
+    { url = "https://files.pythonhosted.org/packages/28/bb/1c984e1474fcf5f08e5847838007668d2682e1fcbc109d481967736ab18f/zizmor-1.23.1-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:cf0dc93171e9ae7b822041471715ea7a9f5ebefa6865ceb6d1a39729a982d770", size = 9314682, upload-time = "2026-03-08T16:57:27.361Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/26/10f597f9b19ecd7bece2a1eb7d1ca1bd09d089d750d70365c76118056ec1/zizmor-1.23.1-py3-none-win32.whl", hash = "sha256:229c6b275941a18b03eef0ba5d24089dfbbe4fc34633a6b22bf924294ef69cde", size = 7464678, upload-time = "2026-03-08T16:57:30.569Z" },
+    { url = "https://files.pythonhosted.org/packages/04/25/14071ea8ab5ebde85391d27e9de060d8a31a44eea448aba8d8bdd30693b3/zizmor-1.23.1-py3-none-win_amd64.whl", hash = "sha256:dc9befe3c08fea7d0fa3a0bc98073fadf31a77f0572b1f7931e1ff300337fe11", size = 8506938, upload-time = "2026-03-08T16:57:15.787Z" },
 ]

From 54b36b16afda218424058040ad83e2da75ecdcd2 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 10 Mar 2026 10:11:06 +0000
Subject: [PATCH 436/792] Remove secrets-outside-env disable, add environment
 to jobs that use secrets

Made-with: Cursor
---
 .github/workflows/release.yml | 1 +
 zizmor.yml                    | 2 --
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b89bd789..1b9c92d4 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -445,6 +445,7 @@ jobs:
     name: Publish to WinGet
     needs: [build, build-windows]
     runs-on: windows-latest
+    environment: winget
     permissions:
       contents: read
 
diff --git a/zizmor.yml b/zizmor.yml
index e8cb5642..f73f1833 100644
--- a/zizmor.yml
+++ b/zizmor.yml
@@ -12,7 +12,5 @@ rules:
     disable: true
   superfluous-actions:
     disable: true
-  secrets-outside-env:
-    disable: true
   artipacked:
     disable: true

From 5dc95ea6047ae1fff21175077d0403539072bd5c Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 10 Mar 2026 16:13:38 +0000
Subject: [PATCH 437/792] Add fork-user for winget-releaser to use
 adamtheturtle fork

Made-with: Cursor
---
 .github/workflows/release.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1b9c92d4..375a402a 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -456,6 +456,7 @@ jobs:
           version: ${{ needs.build.outputs.new_tag }}
           release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vws-windows\.exe$
+          fork-user: adamtheturtle
           token: ${{ secrets.WINGET_TOKEN }}
 
       - uses: vedantmgoyal9/winget-releaser@v2
@@ -464,6 +465,7 @@ jobs:
           version: ${{ needs.build.outputs.new_tag }}
           release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vuforia-cloud-reco-windows\.exe$
+          fork-user: adamtheturtle
           token: ${{ secrets.WINGET_TOKEN }}
 
       - uses: vedantmgoyal9/winget-releaser@v2
@@ -472,4 +474,5 @@ jobs:
           version: ${{ needs.build.outputs.new_tag }}
           release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vumark-windows\.exe$
+          fork-user: adamtheturtle
           token: ${{ secrets.WINGET_TOKEN }}

From 6e2cbd21497671d62287dc93cfa3f5bff9162a26 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 10 Mar 2026 16:14:30 +0000
Subject: [PATCH 438/792] Remove fork-user from winget-releaser

Made-with: Cursor
---
 .github/workflows/release.yml | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 375a402a..1b9c92d4 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -456,7 +456,6 @@ jobs:
           version: ${{ needs.build.outputs.new_tag }}
           release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vws-windows\.exe$
-          fork-user: adamtheturtle
           token: ${{ secrets.WINGET_TOKEN }}
 
       - uses: vedantmgoyal9/winget-releaser@v2
@@ -465,7 +464,6 @@ jobs:
           version: ${{ needs.build.outputs.new_tag }}
           release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vuforia-cloud-reco-windows\.exe$
-          fork-user: adamtheturtle
           token: ${{ secrets.WINGET_TOKEN }}
 
       - uses: vedantmgoyal9/winget-releaser@v2
@@ -474,5 +472,4 @@ jobs:
           version: ${{ needs.build.outputs.new_tag }}
           release-tag: ${{ needs.build.outputs.new_tag }}
           installers-regex: ^vumark-windows\.exe$
-          fork-user: adamtheturtle
           token: ${{ secrets.WINGET_TOKEN }}

From ea8f188b8fae8393e74676f5d815ce9e776b0308 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 11 Mar 2026 22:22:54 +0000
Subject: [PATCH 439/792] Bump pyrefly from 0.55.0 to 0.56.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.55.0 to 0.56.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.55.0...0.56.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.56.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d210ef50..3bee20e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",
-    "pyrefly==0.55.0",
+    "pyrefly==0.56.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From daa529e8e7a0737536980df008c98224341e3921 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 11 Mar 2026 22:26:07 +0000
Subject: [PATCH 440/792] Bump pyrefly from 0.55.0 to 0.56.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.55.0 to 0.56.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.55.0...0.56.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.56.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 22 +++++++++++-----------
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d210ef50..3bee20e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",
-    "pyrefly==0.55.0",
+    "pyrefly==0.56.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",
diff --git a/uv.lock b/uv.lock
index 9725b5a4..d6a9efdc 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1323,18 +1323,18 @@ wheels = [
 
 [[package]]
 name = "pyrefly"
-version = "0.55.0"
+version = "0.56.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/bf/c4/76e0797215e62d007f81f86c9c4fb5d6202685a3f5e70810f3fd94294f92/pyrefly-0.55.0.tar.gz", hash = "sha256:434c3282532dd4525c4840f2040ed0eb79b0ec8224fe18d957956b15471f2441", size = 5135682, upload-time = "2026-03-03T00:46:38.122Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/54/c6/24259081a05ce112edfa313c753d556406d1ff31e885dd96b366cc736a93/pyrefly-0.56.0.tar.gz", hash = "sha256:f84d21d9b9b58481eea02204e2f73cabb93751b21ab2cd99178b4bde24be6a82", size = 5272585, upload-time = "2026-03-11T18:38:51.426Z" }
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     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
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From aa4576746d48a122b24c88644cf5ebefbdcef7d0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 12 Mar 2026 21:35:49 +0000
Subject: [PATCH 441/792] Bump orjson from 3.11.5 to 3.11.6

Bumps [orjson](https://github.com/ijl/orjson) from 3.11.5 to 3.11.6.
- [Release notes](https://github.com/ijl/orjson/releases)
- [Changelog](https://github.com/ijl/orjson/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ijl/orjson/compare/3.11.5...3.11.6)

---
updated-dependencies:
- dependency-name: orjson
  dependency-version: 3.11.6
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 68 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 34 insertions(+), 34 deletions(-)

diff --git a/uv.lock b/uv.lock
index d6a9efdc..f77f1cce 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]

From d9dc62f6c5922f421cdcee56463fd51c1ff71423 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 12 Mar 2026 22:23:47 +0000
Subject: [PATCH 442/792] Bump ty from 0.0.21 to 0.0.22

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.21 to 0.0.22.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.21...0.0.22)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.22
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3bee20e6..0d4e3c57 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.21",
+    "ty==0.0.22",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.15",
     "vws-python-mock==2026.2.22.3",

From a453c63564365de0459ec3933de4cf16ad18e05d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 13 Mar 2026 16:35:25 +0000
Subject: [PATCH 443/792] Remove unused dependabot/fetch-metadata step

---
 .github/workflows/dependabot-merge.yml | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/.github/workflows/dependabot-merge.yml b/.github/workflows/dependabot-merge.yml
index 5238c9f6..f2437640 100644
--- a/.github/workflows/dependabot-merge.yml
+++ b/.github/workflows/dependabot-merge.yml
@@ -12,11 +12,6 @@ jobs:
     runs-on: ubuntu-latest
     if: github.actor == 'dependabot[bot]'
     steps:
-      - name: Dependabot metadata
-        id: metadata
-        uses: dependabot/fetch-metadata@v2
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
       - name: Enable auto-merge for Dependabot PRs
         run: gh pr merge --auto --merge "$PR_URL"
         env:

From b12c64c33ec95d483ccacf45ec250ba054d2d88d Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Fri, 13 Mar 2026 16:36:54 +0000
Subject: [PATCH 444/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 38 +++++++++++++++++++-------------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/uv.lock b/uv.lock
index f77f1cce..8967f0f5 100644
--- a/uv.lock
+++ b/uv.lock
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 ]
 
 [[package]]
@@ -2395,7 +2395,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.21" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.22" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.15" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 619a9bd99f2c5a35ba43fc2d2347e2eedbd680e2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Mar 2026 22:23:14 +0000
Subject: [PATCH 445/792] Bump ruff from 0.15.5 to 0.15.6

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.5 to 0.15.6.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.5...0.15.6)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.6
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0d4e3c57..fce4edd6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.5",
+    "ruff==0.15.6",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 2f1882cca89f1cd65064fd66f351db884ac7cdcf Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Mar 2026 22:23:48 +0000
Subject: [PATCH 446/792] Bump ty from 0.0.22 to 0.0.23

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.22 to 0.0.23.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.22...0.0.23)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.23
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0d4e3c57..8da9b3b2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.22",
+    "ty==0.0.23",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.15",
     "vws-python-mock==2026.2.22.3",

From 83401c6d8d6106307a2fc9c1e0402ce6df5fbe38 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2026 22:28:19 +0000
Subject: [PATCH 447/792] Bump prek from 0.3.5 to 0.3.6

Bumps [prek](https://github.com/j178/prek) from 0.3.5 to 0.3.6.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.5...v0.3.6)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 152 ++++++++++++++++++++++++-------------------------
 2 files changed, 77 insertions(+), 77 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5a711154..13895e3d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.5",
+    "prek==0.3.6",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",
diff --git a/uv.lock b/uv.lock
index 8967f0f5..cdb0f61d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1129,26 +1129,26 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2370,7 +2370,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.5" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.6" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.18.1" },
@@ -2381,7 +2381,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.0.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.5" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.6" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
@@ -2395,7 +2395,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.22" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.23" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.15" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From dc8846d34e31cd526eeadebaaec6b0640b0ae874 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 17 Mar 2026 08:55:18 +0000
Subject: [PATCH 448/792] Move release and tag version into env vars to prevent
 template injection (#2049)

* Move release and tag version into env vars to prevent template injection

* Enable template-injection rule in zizmor config

Made-with: Cursor

* Fix template-injection in Check steps

Made-with: Cursor

* Fix remaining template-injection findings and check-manifest

Made-with: Cursor
---
 .github/workflows/release.yml | 80 +++++++++++++++++++++++++----------
 zizmor.yml                    |  2 -
 2 files changed, 57 insertions(+), 25 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1b9c92d4..dd5d05f0 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -54,8 +54,10 @@ jobs:
 
       - name: Get the changelog underline
         id: changelog_underline
+        env:
+          RELEASE: ${{ steps.calver.outputs.release }}
         run: |
-          underline="$(echo "${{ steps.calver.outputs.release }}" | tr -c '\n' '-')"
+          underline="$(echo "$RELEASE" | tr -c '\n' '-')"
           echo "underline=${underline}" >> "$GITHUB_OUTPUT"
 
       - name: Update changelog
@@ -73,15 +75,19 @@ jobs:
           regex: false
 
       - name: Check Update changelog was modified
+        env:
+          MODIFIED_FILES: ${{ steps.update_changelog.outputs.modifiedFiles }}
         run: |
-          if [ "${{ steps.update_changelog.outputs.modifiedFiles }}" = "0" ]; then
+          if [ "$MODIFIED_FILES" = "0" ]; then
             echo "Error: No files were modified when updating changelog"
             exit 1
           fi
 
       - name: Update VERSION file for Nix flake
+        env:
+          RELEASE: ${{ steps.calver.outputs.release }}
         run: |
-          echo "${{ steps.calver.outputs.release }}" > VERSION
+          echo "$RELEASE" > VERSION
 
       - uses: stefanzweifel/git-auto-commit-action@v7
         id: commit
@@ -101,16 +107,20 @@ jobs:
           commit_sha: ${{ steps.commit.outputs.commit_hash }}
 
       - name: Checkout the latest tag - the one we just created
+        env:
+          NEW_TAG: ${{ steps.tag_version.outputs.new_tag }}
         run: |
           git fetch --tags
-          git checkout ${{ steps.tag_version.outputs.new_tag }}
+          git checkout "$NEW_TAG"
 
       - name: Build a binary wheel and a source tarball
         id: build-wheel
+        env:
+          NEW_TAG: ${{ steps.tag_version.outputs.new_tag }}
         run: |
           sudo rm -rf dist/ build/
           git fetch --tags
-          git checkout ${{ steps.tag_version.outputs.new_tag }}
+          git checkout "$NEW_TAG"
           uv build --sdist --wheel --out-dir dist/
           WHEEL="$(ls dist/*.whl)"
           uv run --extra=release check-wheel-contents "${WHEEL}"
@@ -129,10 +139,12 @@ jobs:
       # Here, we give PyPI time to propagate the package.
       - name: Install package from PyPI
         uses: nick-fields/retry@v3
+        env:
+          RELEASE: ${{ steps.calver.outputs.release }}
         with:
           timeout_seconds: 5
           max_attempts: 50
-          command: uv pip install --refresh vws-cli==${{ steps.calver.outputs.release }}
+          command: uv pip install --refresh vws-cli=="$RELEASE"
 
       - name: Set up Homebrew filename
         id: set-homebrew-filename
@@ -143,11 +155,14 @@ jobs:
       - name: Create a Homebrew recipe
         id: homebrew-create
         uses: nick-fields/retry@v3
+        env:
+          RELEASE: ${{ steps.calver.outputs.release }}
+          HOMEBREW_FILENAME: ${{ steps.set-homebrew-filename.outputs.filename }}
         with:
           timeout_seconds: 5
           max_attempts: 50
           command: |
-            uv run --no-cache --with="vws-cli==${{ steps.calver.outputs.release }}" --extra=release poet --formula vws-cli > ${{ steps.set-homebrew-filename.outputs.filename }}
+            uv run --no-cache --with="vws-cli==$RELEASE" --extra=release poet --formula vws-cli > "$HOMEBREW_FILENAME"
 
       - name: Update Homebrew description
         id: update_homebrew_description
@@ -159,8 +174,10 @@ jobs:
           regex: false
 
       - name: Check Update Homebrew description was modified
+        env:
+          MODIFIED_FILES: ${{ steps.update_homebrew_description.outputs.modifiedFiles }}
         run: |
-          if [ "${{ steps.update_homebrew_description.outputs.modifiedFiles }}" = "0" ]; then
+          if [ "$MODIFIED_FILES" = "0" ]; then
             echo "Error: No files were modified when updating Homebrew description"
             exit 1
           fi
@@ -219,15 +236,19 @@ jobs:
       # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
       - name: Wait for PyPI propagation
         uses: nick-fields/retry@v3
+        env:
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:
           timeout_seconds: 10
           max_attempts: 50
           command: |
-            normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
+            normalized_version=$(echo "$NEW_TAG" | sed -E 's/\.0+([0-9])/.\1/g')
             curl -sf "https://pypi.org/pypi/vws-cli/${normalized_version}/json" > /dev/null
 
       - name: Create requirements file
-        run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
+        env:
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
+        run: echo "vws-cli==$NEW_TAG" > requirements.txt
 
       - name: Create Linux binary
         uses: sayyid5416/pyinstaller@v1
@@ -243,8 +264,9 @@ jobs:
       - name: Upload Linux binary to release
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
         run: |
-          gh release upload ${{ needs.build.outputs.new_tag }} dist/${{ matrix.binary.name }} --clobber
+          gh release upload "$NEW_TAG" dist/${{ matrix.binary.name }} --clobber
 
   publish-docker:
     name: Publish Docker image
@@ -279,6 +301,8 @@ jobs:
       # check, so we retry.
       - name: Build and push Docker image
         uses: nick-fields/retry@v3
+        env:
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:
           timeout_minutes: 10
           max_attempts: 5
@@ -286,8 +310,8 @@ jobs:
             docker buildx build \
               --push \
               --platform linux/amd64,linux/arm64 \
-              --build-arg VWS_CLI_VERSION=${{ needs.build.outputs.new_tag }} \
-              --tag ghcr.io/vws-python/vws-cli:${{ needs.build.outputs.new_tag }} \
+              --build-arg VWS_CLI_VERSION="$NEW_TAG" \
+              --tag ghcr.io/vws-python/vws-cli:"$NEW_TAG" \
               --tag ghcr.io/vws-python/vws-cli:latest \
               .
 
@@ -317,16 +341,20 @@ jobs:
       # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
       - name: Wait for PyPI propagation
         uses: nick-fields/retry@v3
+        env:
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:
           timeout_seconds: 10
           max_attempts: 50
           shell: bash
           command: |
-            normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
+            normalized_version=$(echo "$NEW_TAG" | sed -E 's/\.0+([0-9])/.\1/g')
             curl -sf "https://pypi.org/pypi/vws-cli/${normalized_version}/json" > /dev/null
 
       - name: Create requirements file
-        run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
+        env:
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
+        run: echo "vws-cli==$NEW_TAG" > requirements.txt
 
       - name: Create Windows binary for Vuforia Cloud Reco
         uses: sayyid5416/pyinstaller@v1
@@ -364,10 +392,11 @@ jobs:
       - name: Upload Windows binaries to release
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
         run: |-
-          gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-windows.exe --clobber
-          gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-windows.exe --clobber
-          gh release upload ${{ needs.build.outputs.new_tag }} dist/vumark-windows.exe --clobber
+          gh release upload "$NEW_TAG" dist/vws-windows.exe --clobber
+          gh release upload "$NEW_TAG" dist/vuforia-cloud-reco-windows.exe --clobber
+          gh release upload "$NEW_TAG" dist/vumark-windows.exe --clobber
 
   build-macos:
     name: Build macOS binaries
@@ -390,15 +419,19 @@ jobs:
       # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
       - name: Wait for PyPI propagation
         uses: nick-fields/retry@v3
+        env:
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:
           timeout_seconds: 10
           max_attempts: 50
           command: |
-            normalized_version=$(echo "${{ needs.build.outputs.new_tag }}" | sed -E 's/\.0+([0-9])/.\1/g')
+            normalized_version=$(echo "$NEW_TAG" | sed -E 's/\.0+([0-9])/.\1/g')
             curl -sf "https://pypi.org/pypi/vws-cli/${normalized_version}/json" > /dev/null
 
       - name: Create requirements file
-        run: echo "vws-cli==${{ needs.build.outputs.new_tag }}" > requirements.txt
+        env:
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
+        run: echo "vws-cli==$NEW_TAG" > requirements.txt
 
       - name: Create macOS binary for Vuforia Cloud Reco
         uses: sayyid5416/pyinstaller@v1
@@ -436,10 +469,11 @@ jobs:
       - name: Upload macOS binaries to release
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          NEW_TAG: ${{ needs.build.outputs.new_tag }}
         run: |-
-          gh release upload ${{ needs.build.outputs.new_tag }} dist/vws-macos --clobber
-          gh release upload ${{ needs.build.outputs.new_tag }} dist/vuforia-cloud-reco-macos --clobber
-          gh release upload ${{ needs.build.outputs.new_tag }} dist/vumark-macos --clobber
+          gh release upload "$NEW_TAG" dist/vws-macos --clobber
+          gh release upload "$NEW_TAG" dist/vuforia-cloud-reco-macos --clobber
+          gh release upload "$NEW_TAG" dist/vumark-macos --clobber
 
   publish-to-winget:
     name: Publish to WinGet
diff --git a/zizmor.yml b/zizmor.yml
index f73f1833..2f9d2fee 100644
--- a/zizmor.yml
+++ b/zizmor.yml
@@ -8,8 +8,6 @@ rules:
     disable: true
   dependabot-cooldown:
     disable: true
-  template-injection:
-    disable: true
   superfluous-actions:
     disable: true
   artipacked:

From 495367ba125ed0744a18cbe2a87315438e00a11c Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 17 Mar 2026 09:14:21 +0000
Subject: [PATCH 449/792] fix: use pull_request.user.login instead of
 github.actor for bot check (fixes adamtheturtle/literalizer#146)

Made-with: Cursor
---
 .github/workflows/dependabot-merge.yml | 2 +-
 zizmor.yml                             | 2 --
 2 files changed, 1 insertion(+), 3 deletions(-)

diff --git a/.github/workflows/dependabot-merge.yml b/.github/workflows/dependabot-merge.yml
index f2437640..69fa5303 100644
--- a/.github/workflows/dependabot-merge.yml
+++ b/.github/workflows/dependabot-merge.yml
@@ -10,7 +10,7 @@ permissions:
 jobs:
   dependabot:
     runs-on: ubuntu-latest
-    if: github.actor == 'dependabot[bot]'
+    if: github.event.pull_request.user.login == 'dependabot[bot]'
     steps:
       - name: Enable auto-merge for Dependabot PRs
         run: gh pr merge --auto --merge "$PR_URL"
diff --git a/zizmor.yml b/zizmor.yml
index 2f9d2fee..048ffa79 100644
--- a/zizmor.yml
+++ b/zizmor.yml
@@ -4,8 +4,6 @@ rules:
     disable: true
   cache-poisoning:
     disable: true
-  bot-conditions:
-    disable: true
   dependabot-cooldown:
     disable: true
   superfluous-actions:

From a0f1991318596cfe3925190254b74fc71b3cbc4b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 17 Mar 2026 22:23:10 +0000
Subject: [PATCH 450/792] Bump pyrefly from 0.56.0 to 0.57.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.56.0 to 0.57.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.56.0...0.57.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.57.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 13895e3d..db917f13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",
-    "pyrefly==0.56.0",
+    "pyrefly==0.57.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 9b6292e0829e533fef593d10edec0e8aa8e7ce74 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 18 Mar 2026 22:23:30 +0000
Subject: [PATCH 451/792] Bump pyrefly from 0.57.0 to 0.57.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.57.0 to 0.57.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.57.0...0.57.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.57.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index db917f13..8e9681d1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",
-    "pyrefly==0.57.0",
+    "pyrefly==0.57.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From d3888476dc5f3b962f92d9c150757d060f631da4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 19 Mar 2026 22:23:39 +0000
Subject: [PATCH 452/792] Bump ruff from 0.15.6 to 0.15.7

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.6 to 0.15.7.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.6...0.15.7)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.7
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8e9681d1..610d2186 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.0.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.6",
+    "ruff==0.15.7",
     "setuptools-scm==9.2.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From a3023a26285212b70e559796d813e5325167b82b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 19 Mar 2026 22:23:46 +0000
Subject: [PATCH 453/792] Bump deptry from 0.24.0 to 0.25.1

Bumps [deptry](https://github.com/osprey-oss/deptry) from 0.24.0 to 0.25.1.
- [Release notes](https://github.com/osprey-oss/deptry/releases)
- [Changelog](https://github.com/osprey-oss/deptry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/osprey-oss/deptry/compare/0.24.0...0.25.1)

---
updated-dependencies:
- dependency-name: deptry
  dependency-version: 0.25.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8e9681d1..4712396e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,7 +40,7 @@ dependencies = [
 optional-dependencies.dev = [
     "actionlint-py==1.7.11.24",
     "check-manifest==0.51",
-    "deptry==0.24.0",
+    "deptry==0.25.1",
     "doc8==2.0.0",
     "doccmd==2026.3.2",
     "freezegun==1.5.5",

From 29e418dba5c2cb9f669cb7f44976d6081656e1e2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 19 Mar 2026 22:24:14 +0000
Subject: [PATCH 454/792] Bump ty from 0.0.23 to 0.0.24

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.23 to 0.0.24.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.23...0.0.24)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.24
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8e9681d1..4dd5d503 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.23",
+    "ty==0.0.24",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.15",
     "vws-python-mock==2026.2.22.3",

From 09f71dbc31e06b6dfae4918e7327bdb10102dd8e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 20 Mar 2026 22:22:55 +0000
Subject: [PATCH 455/792] Bump nick-fields/retry from 3 to 4

Bumps [nick-fields/retry](https://github.com/nick-fields/retry) from 3 to 4.
- [Release notes](https://github.com/nick-fields/retry/releases)
- [Commits](https://github.com/nick-fields/retry/compare/v3...v4)

---
updated-dependencies:
- dependency-name: nick-fields/retry
  dependency-version: '4'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index dd5d05f0..b0d83f3e 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -138,7 +138,7 @@ jobs:
       # the pushed version.
       # Here, we give PyPI time to propagate the package.
       - name: Install package from PyPI
-        uses: nick-fields/retry@v3
+        uses: nick-fields/retry@v4
         env:
           RELEASE: ${{ steps.calver.outputs.release }}
         with:
@@ -154,7 +154,7 @@ jobs:
       # We still hit the race condition, so we have a retry here too.
       - name: Create a Homebrew recipe
         id: homebrew-create
-        uses: nick-fields/retry@v3
+        uses: nick-fields/retry@v4
         env:
           RELEASE: ${{ steps.calver.outputs.release }}
           HOMEBREW_FILENAME: ${{ steps.set-homebrew-filename.outputs.filename }}
@@ -235,7 +235,7 @@ jobs:
       # Here, we give PyPI time to propagate the package.
       # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
       - name: Wait for PyPI propagation
-        uses: nick-fields/retry@v3
+        uses: nick-fields/retry@v4
         env:
           NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:
@@ -300,7 +300,7 @@ jobs:
       # The Docker build may hit a different CDN node than the previous
       # check, so we retry.
       - name: Build and push Docker image
-        uses: nick-fields/retry@v3
+        uses: nick-fields/retry@v4
         env:
           NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:
@@ -340,7 +340,7 @@ jobs:
       # Here, we give PyPI time to propagate the package.
       # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
       - name: Wait for PyPI propagation
-        uses: nick-fields/retry@v3
+        uses: nick-fields/retry@v4
         env:
           NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:
@@ -418,7 +418,7 @@ jobs:
       # Here, we give PyPI time to propagate the package.
       # We normalize the version (e.g., 2026.01.22 -> 2026.1.22) for PyPI lookup.
       - name: Wait for PyPI propagation
-        uses: nick-fields/retry@v3
+        uses: nick-fields/retry@v4
         env:
           NEW_TAG: ${{ needs.build.outputs.new_tag }}
         with:

From b48400d9d6c24223a55b51658e80f1db8e553601 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2026 22:23:55 +0000
Subject: [PATCH 456/792] Bump prek from 0.3.6 to 0.3.8

Bumps [prek](https://github.com/j178/prek) from 0.3.6 to 0.3.8.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.6...v0.3.8)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.8
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 28d25e58..9260ab5d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.19.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.6",
+    "prek==0.3.8",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",

From 5c2650c5de97ebba3233cc18591544b823daee3e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2026 22:24:25 +0000
Subject: [PATCH 457/792] Bump pytest-cov from 7.0.0 to 7.1.0

Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 7.0.0 to 7.1.0.
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-cov/compare/v7.0.0...v7.1.0)

---
updated-dependencies:
- dependency-name: pytest-cov
  dependency-version: 7.1.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 28d25e58..5366828f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",
-    "pytest-cov==7.0.0",
+    "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.7",
     "setuptools-scm==9.2.2",

From c04c6dab5ffe1e3342c4dee68875c77a29cbb315 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2026 22:27:09 +0000
Subject: [PATCH 458/792] Bump torch from 2.10.0 to 2.11.0

Bumps [torch](https://github.com/pytorch/pytorch) from 2.10.0 to 2.11.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/compare/v2.10.0...v2.11.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.11.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 242 +++++++++++++++++++++++++++-----------------------------
 1 file changed, 118 insertions(+), 124 deletions(-)

diff --git a/uv.lock b/uv.lock
index cdb0f61d..b6da6fd3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -314,24 +314,25 @@ wheels = [
 
 [[package]]
 name = "deptry"
-version = "0.24.0"
+version = "0.25.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
     { name = "colorama", marker = "sys_platform == 'win32'" },
     { name = "packaging" },
     { name = "requirements-parser" },
+    { name = "tomli", marker = "python_full_version < '3.15'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/58/aa/5cae0f25a2ac5334d5bd2782a6bcd80eecf184f433ff74b2fb0387cfbbb6/deptry-0.24.0.tar.gz", hash = "sha256:852e88af2087e03cdf9ece6916f3f58b74191ab51cc8074897951bd496ee7dbb", size = 440158, upload-time = "2025-11-09T00:31:44.637Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b8/b2/50ccc99362ae7757342978b7ecb3b98e47fade721fd617d74db1948ec3a1/deptry-0.25.1.tar.gz", hash = "sha256:45c8cd982c85cd4faae573ddff6920de7eec735336db6973f26a765ae7950f7d", size = 509748, upload-time = "2026-03-18T23:22:18.139Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/21/5a/c1552996499911b6eabe874a994d9eede58ac3936d7fe7f865857b97c03f/deptry-0.24.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:a575880146bab671a62babb9825b85b4f1bda8aeaade4fcb59f9262caf91d6c7", size = 1774138, upload-time = "2025-11-09T00:31:41.896Z" },
-    { url = "https://files.pythonhosted.org/packages/32/b6/1dcc011fc3e6eec71601569c9de3215530563412b3714fba80dcd1a88ec8/deptry-0.24.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:00ec34b968a13c03a5268ce0211f891ace31851d916415e0a748fae9596c00d5", size = 1677340, upload-time = "2025-11-09T00:31:39.676Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/e2/af81dfd46b457be9e8ded9472872141777fbda8af661f5d509157b165359/deptry-0.24.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ddfedafafe5cbfce31a50d4ea99d7b9074edcd08b9b94350dc739e2fb6ed7f9", size = 1782740, upload-time = "2025-11-09T00:31:28.302Z" },
-    { url = "https://files.pythonhosted.org/packages/ab/28/960c311aae084deef57ece41aac13cb359b06ce31b7771139e79c394a1b7/deptry-0.24.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd22fa2dbbdf4b38061ca9504f2a6ce41ec14fa5c9fe9b0b763ccc1275efebd5", size = 1845477, upload-time = "2025-11-09T00:31:33.452Z" },
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     { name = "sphinx-substitution-extensions" },
     { name = "sphinxcontrib-spelling" },
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-    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
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     { name = "ty" },
     { name = "types-pyyaml" },
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@@ -2360,7 +2354,7 @@ requires-dist = [
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     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
     { name = "click", specifier = "==8.3.1" },
-    { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
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@@ -2395,7 +2389,7 @@ requires-dist = [
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     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.23" },
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@@ -2437,11 +2431,11 @@ dependencies = [
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-    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
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-    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
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From 277082dc66667963e51fed462328d7ccbb21cc99 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2026 22:27:23 +0000
Subject: [PATCH 459/792] Bump torchvision from 0.25.0 to 0.26.0

Bumps [torchvision](https://github.com/pytorch/vision) from 0.25.0 to 0.26.0.
- [Release notes](https://github.com/pytorch/vision/releases)
- [Commits](https://github.com/pytorch/vision/compare/v0.25.0...v0.26.0)

---
updated-dependencies:
- dependency-name: torchvision
  dependency-version: 0.26.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 242 +++++++++++++++++++++++++++-----------------------------
 1 file changed, 118 insertions(+), 124 deletions(-)

diff --git a/uv.lock b/uv.lock
index cdb0f61d..b6da6fd3 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -1092,8 +1093,8 @@ name = "piq"
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     { name = "sphinx-substitution-extensions" },
     { name = "sphinxcontrib-spelling" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
-    { name = "torchvision", version = "0.25.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "ty" },
     { name = "types-pyyaml" },
     { name = "vulture" },
@@ -2360,7 +2354,7 @@ requires-dist = [
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
     { name = "click", specifier = "==8.3.1" },
-    { name = "deptry", marker = "extra == 'dev'", specifier = "==0.24.0" },
+    { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
     { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.2" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
@@ -2374,14 +2368,14 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.18.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.56.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.57.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.0.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.6" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.7" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==9.2.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
@@ -2395,7 +2389,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.23" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.24" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.15" },
     { name = "vws-python", specifier = "==2026.2.25.1" },
@@ -2437,11 +2431,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.10.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.10.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "torchmetrics" },
-    { name = "torchvision", version = "0.25.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.25.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From 3fadc13623ea04a45162402963c9cebad11a3db4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 25 Mar 2026 22:22:59 +0000
Subject: [PATCH 460/792] Bump ty from 0.0.24 to 0.0.25

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.24 to 0.0.25.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.24...0.0.25)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.25
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 78b7424c..eff2a816 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.24",
+    "ty==0.0.25",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.15",
     "vws-python-mock==2026.2.22.3",

From 88be780a69240063e03c76f5311b2c37c1820e4f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 25 Mar 2026 22:23:27 +0000
Subject: [PATCH 461/792] Bump setuptools-scm from 9.2.2 to 10.0.2

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 9.2.2 to 10.0.2.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/v9.2.2...setuptools-scm-v10.0.2)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.0.2
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 78b7424c..7a706c15 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.7",
-    "setuptools-scm==9.2.2",
+    "setuptools-scm==10.0.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From c1f72cf610078aac6d2c99e8f4bf4194f5a10a75 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 25 Mar 2026 22:23:36 +0000
Subject: [PATCH 462/792] Bump vulture from 2.15 to 2.16

Bumps [vulture](https://github.com/jendrikseipp/vulture) from 2.15 to 2.16.
- [Release notes](https://github.com/jendrikseipp/vulture/releases)
- [Changelog](https://github.com/jendrikseipp/vulture/blob/main/CHANGELOG.md)
- [Commits](https://github.com/jendrikseipp/vulture/compare/v2.15...v2.16)

---
updated-dependencies:
- dependency-name: vulture
  dependency-version: '2.16'
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 78b7424c..8a87aee1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     "torchvision>=0.20.1",
     "ty==0.0.24",
     "types-pyyaml==6.0.12.20250915",
-    "vulture==2.15",
+    "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",

From 242b13ef7e182fa085dfdeddb786212d6fe217f9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 25 Mar 2026 22:23:42 +0000
Subject: [PATCH 463/792] Bump pyrefly from 0.57.1 to 0.58.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.57.1 to 0.58.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.57.1...0.58.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.58.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 78b7424c..cb27df9a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.18.1",
-    "pyrefly==0.57.1",
+    "pyrefly==0.58.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 460591f83f61c302a2c2013ec2d9533c714bb82e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 25 Mar 2026 22:49:22 +0000
Subject: [PATCH 464/792] Bump requests from 2.32.5 to 2.33.0

Bumps [requests](https://github.com/psf/requests) from 2.32.5 to 2.33.0.
- [Release notes](https://github.com/psf/requests/releases)
- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)
- [Commits](https://github.com/psf/requests/compare/v2.32.5...v2.33.0)

---
updated-dependencies:
- dependency-name: requests
  dependency-version: 2.33.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 141 +++++++++++++++++++++++++++++++-------------------------
 1 file changed, 77 insertions(+), 64 deletions(-)

diff --git a/uv.lock b/uv.lock
index b6da6fd3..71f55228 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1130,26 +1130,26 @@ wheels = [
 
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From b18b6a83ab7dec155c0176c88d20212c8fd8273c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 25 Mar 2026 22:54:52 +0000
Subject: [PATCH 465/792] Bump pyproject-fmt from 2.18.1 to 2.20.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.18.1 to 2.20.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.18.1...pyproject-fmt/2.20.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.20.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 20 ++++++++++----------
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 785cafe8..404db67c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.8",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.18.1",
+    "pyproject-fmt==2.20.0",
     "pyrefly==0.58.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 71f55228..d1336987 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1297,20 +1297,20 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
-version = "2.18.1"
+version = "2.20.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "toml-fmt-common" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/c4/6b1361c1ca268c03ada092356d655581bbeae4996eec0529c593c87f852e/pyproject_fmt-2.18.1.tar.gz", hash = "sha256:c51e9e30ff76ee7c9ca27b0e2a4fcd36d458803a08841b0a279b7a0c24b3d54a", size = 144273, upload-time = "2026-03-03T19:39:24.28Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/73/f3/534f52c346e1fc6af1807ac2e40341321756ec4cb4b20680ff2f20ebe992/pyproject_fmt-2.20.0.tar.gz", hash = "sha256:f4eac5a4d5727c92fb4a06487aa09f76bad67506596a94d926b4d58a5293c289", size = 144673, upload-time = "2026-03-18T15:42:54.061Z" }
 wheels = [
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-    { url = "https://files.pythonhosted.org/packages/76/bc/3b9d157ff3b110720d10fcdf0b644c23208ca02fe1fd5abfe487d0350fbc/pyproject_fmt-2.18.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:e2371a16067421ab8f57372e9ba4850cccee211bd9847d012432943a94845305", size = 4547991, upload-time = "2026-03-03T19:39:04.972Z" },
-    { url = "https://files.pythonhosted.org/packages/41/63/56de9130fd5f3d1265e1207c0a5ccc9106ba884b1b4acb412f1d1162c479/pyproject_fmt-2.18.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:5e32763e9ed2f696948426595fbc093bbc39bf1462179ca113fca3b4bd042fd1", size = 4696340, upload-time = "2026-03-03T19:39:07.595Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/6c/31b74f84e6d3bc6144c4f52c35291f3e083e83bf9a47c09706d442ea5647/pyproject_fmt-2.18.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:ccd78bd180061d38b00f74b27f2965e5e5da434d720f858cf127b52638b7dd82", size = 5017466, upload-time = "2026-03-03T19:39:09.776Z" },
-    { url = "https://files.pythonhosted.org/packages/65/62/b9938ccf81986539a704b9d1039b539f1d9d1c1b98442e071eb00e22ecbc/pyproject_fmt-2.18.1-cp39-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:e507f52ecd8255f54004d1fa611c1955e4eb2c907a8952855baa51f9d1bb5439", size = 4734857, upload-time = "2026-03-03T19:39:11.649Z" },
-    { url = "https://files.pythonhosted.org/packages/46/5d/6090c916839f62606c269362f46eb54dfbcabe66112d6cb5ca58b0b5df8c/pyproject_fmt-2.18.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f0106803a12ab861e379c5db6c251bbf2b1ae295d40be0497feb2c536bf287c6", size = 5219127, upload-time = "2026-03-03T19:39:14.024Z" },
-    { url = "https://files.pythonhosted.org/packages/4d/22/1ae8529cb612ddd9b338454688fc97db355db51c99b62367cdae834fcc5b/pyproject_fmt-2.18.1-cp39-abi3-win_amd64.whl", hash = "sha256:798a7f5a536d6d5fa1e3fbf49b02dd9a70566c665d43522261692bc02a9c0af4", size = 4827432, upload-time = "2026-03-03T19:39:15.823Z" },
+    { url = "https://files.pythonhosted.org/packages/be/5d/602dc7cbc0ceb4646f81c5a7a55a704e1c6e6b077c3a8cafc07e28842bde/pyproject_fmt-2.20.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:db025408439f29882ce175b6420eb8efcc3778092ab05ecdc78dc2c4df3f8396", size = 5020848, upload-time = "2026-03-18T15:42:30.207Z" },
+    { url = "https://files.pythonhosted.org/packages/dc/39/ba4bcb33af3a73648b40f42a5cbffa7e8ec47255d4b7ee510b1bc1ffdb94/pyproject_fmt-2.20.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:b4b6d5baef6d79ec8d23b0b327603349085dbb2f8b4941eef0d2650e91a6f0ee", size = 4804226, upload-time = "2026-03-18T15:42:32.636Z" },
+    { url = "https://files.pythonhosted.org/packages/91/ff/fc746eb62ab32be0f7629b791a56e53655aa684973d52797c5f3485b094b/pyproject_fmt-2.20.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:b7d3f3563abdc040eb9138d12461a66039fc1bd2a495ea12c10a59995a267a9c", size = 4976469, upload-time = "2026-03-18T15:42:35.346Z" },
+    { url = "https://files.pythonhosted.org/packages/54/78/7f23d8ca1923b78238125bddbad2d1163d704f62bbcc9b962de37ba7fc4a/pyproject_fmt-2.20.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:82f13a1afe19e1779ee37339a0e0ccc07036d3fc4270f41a17d6f11903e979a7", size = 5336710, upload-time = "2026-03-18T15:42:37.8Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/9d/76dcb362ee73b31df66f151c692a8d6e5f17be6110b0db5bf98898c71e3a/pyproject_fmt-2.20.0-cp39-abi3-manylinux_2_31_riscv64.whl", hash = "sha256:ff44903a815d41f00a6aab4232a269a5d13485e71a085277fb45f90228bac44a", size = 5043200, upload-time = "2026-03-18T15:42:40.019Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ed/03a25b4fc8b9cad17f741626b903491aec765d8a4a2d64c415df777a12ed/pyproject_fmt-2.20.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7a9cffff8cc23616204f71069d419dd34b6a3b1fd37c6e9c314583d2d5070022", size = 5544397, upload-time = "2026-03-18T15:42:42.022Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/0a/40232f2fb606b891267cba8cd9274b1c95afe5e1a74be8b602a2428d6cec/pyproject_fmt-2.20.0-cp39-abi3-win_amd64.whl", hash = "sha256:c6d194a508a269dfcb00fc3a44eabea89bbdc500a6a37413d0cb43db6b9becda", size = 5252291, upload-time = "2026-03-18T15:42:44.981Z" },
 ]
 
 [[package]]
@@ -2380,7 +2380,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.8" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.18.1" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.20.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.58.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From 81863b1bb336e304fd76d9d01a2435ebe1e34c01 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 26 Mar 2026 08:28:46 +0000
Subject: [PATCH 466/792] Apply pyproject-fmt 2.20.0 formatting

---
 pyproject.toml | 28 ++++++++++++++--------------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 404db67c..9b07c197 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -302,20 +302,6 @@ indent = 4
 keep_full_version = true
 max_supported_python = "3.14"
 
-[tool.pytest]
-xfail_strict = true
-log_cli = true
-
-[tool.coverage]
-run.branch = true
-run.omit = [
-    "src/vws_cli/_setuptools_scm_version.py",
-]
-report.exclude_also = [
-    "if TYPE_CHECKING:",
-]
-report.show_missing = true
-
 [tool.mypy]
 strict = true
 files = [ "." ]
@@ -333,6 +319,20 @@ enableTypeIgnoreComments = false
 reportUnnecessaryTypeIgnoreComment = true
 typeCheckingMode = "strict"
 
+[tool.pytest]
+xfail_strict = true
+log_cli = true
+
+[tool.coverage]
+run.branch = true
+run.omit = [
+    "src/vws_cli/_setuptools_scm_version.py",
+]
+report.exclude_also = [
+    "if TYPE_CHECKING:",
+]
+report.show_missing = true
+
 [tool.pydocstringformatter]
 write = true
 split-summary-body = false

From 5a9e5b6ac9307d2a63bd8228eaaf48f2847cd93e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 26 Mar 2026 13:13:04 +0000
Subject: [PATCH 467/792] Bump doccmd to 2026.3.26.2

Made-with: Cursor
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9b07c197..577166f2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.3.2",
+    "doccmd==2026.3.26.2",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
diff --git a/uv.lock b/uv.lock
index d1336987..57ff461b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -370,7 +370,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.3.2"
+version = "2026.3.26.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -383,9 +383,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/93/0d/d6668ac96e9ecd07e58122c13e30ab4e12f74d2d2a6a18e5938dfcf40499/doccmd-2026.3.2.tar.gz", hash = "sha256:e2b90d7f17168a620778524599df7e9558b573118a0c7906f34c7bd4c5fa598f", size = 177573, upload-time = "2026-03-02T13:17:04.233Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7b/a9/2b623c6d30839e5186a3679726f53e85b80787bc86208b808dcf0b3a6688/doccmd-2026.3.26.2.tar.gz", hash = "sha256:0bcbfb7881024b2bb5b4225a1fdb26f25057dfba31a94e6fb7d582829b2cff6d", size = 179053, upload-time = "2026-03-26T10:57:14.72Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c1/7a/22f2919cfa8b13a02d5ff5c56de8f5574d1c5b0ccdc8dccb3c50a351c4ea/doccmd-2026.3.2-py2.py3-none-any.whl", hash = "sha256:7be8e787c8a7448a2a696c3d70cd5c824f137c51401e588843348d7ee7a83f7c", size = 21363, upload-time = "2026-03-02T13:17:02.528Z" },
+    { url = "https://files.pythonhosted.org/packages/39/80/7f43dae24577c1cdebf7dec574f471584aa320286846d04c39909b13851d/doccmd-2026.3.26.2-py2.py3-none-any.whl", hash = "sha256:ff507ecc4d5474e96e1793c4b657a043ff6df862ff452604955f4355cdade1ed", size = 21325, upload-time = "2026-03-26T10:57:12.7Z" },
 ]
 
 [[package]]
@@ -2369,7 +2369,7 @@ requires-dist = [
     { name = "click", specifier = "==8.3.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.2" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.26.2" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },

From 03ab3918f60d073d5cab7807f4b1ba5269c1561e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Mar 2026 22:23:09 +0000
Subject: [PATCH 468/792] Bump ty from 0.0.25 to 0.0.26

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.25 to 0.0.26.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.25...0.0.26)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.26
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9b07c197..4d5101cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.25",
+    "ty==0.0.26",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 90232b2cac8aba27f64845a9c3de4c404268fbcc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Mar 2026 22:23:29 +0000
Subject: [PATCH 469/792] Bump ruff from 0.15.7 to 0.15.8

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.7 to 0.15.8.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.7...0.15.8)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.8
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9b07c197..5251792c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.7",
+    "ruff==0.15.8",
     "setuptools-scm==10.0.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ea1c3a73a26a3dd97ef076c151326ab06cef988f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Mar 2026 22:23:46 +0000
Subject: [PATCH 470/792] Bump doccmd from 2026.3.2 to 2026.3.26.2

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.3.2 to 2026.3.26.2.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.03.02...2026.03.26.2)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.3.26.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9b07c197..577166f2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.3.2",
+    "doccmd==2026.3.26.2",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From b470ff44ab06c430cf2741efe720eca69a75b1ab Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Mar 2026 22:28:44 +0000
Subject: [PATCH 471/792] Bump setuptools-scm from 10.0.2 to 10.0.3

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.0.2 to 10.0.3.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.0.2...setuptools-scm-v10.0.3)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.0.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06f007f1..54a9caef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.8",
-    "setuptools-scm==10.0.2",
+    "setuptools-scm==10.0.3",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 383bbd9a410c07f8a06ec03c0d42ebca1c7617a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 26 Mar 2026 22:28:56 +0000
Subject: [PATCH 472/792] Bump setuptools-scm from 10.0.2 to 10.0.3

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.0.2 to 10.0.3.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.0.2...setuptools-scm-v10.0.3)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.0.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06f007f1..54a9caef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.8",
-    "setuptools-scm==10.0.2",
+    "setuptools-scm==10.0.3",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 5c8215d63f22d48a8035f2fd51ca1d3663a753ce Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 27 Mar 2026 22:24:04 +0000
Subject: [PATCH 473/792] Bump setuptools-scm from 10.0.3 to 10.0.5

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.0.3 to 10.0.5.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.0.3...setuptools-scm-v10.0.5)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.0.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 54a9caef..d6dd2fa0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.8",
-    "setuptools-scm==10.0.3",
+    "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From d929bbf56c042ba2fdfdd28bd5877c61838d3ead Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 30 Mar 2026 20:00:43 +0000
Subject: [PATCH 474/792] Bump pygments from 2.19.2 to 2.20.0

Bumps [pygments](https://github.com/pygments/pygments) from 2.19.2 to 2.20.0.
- [Release notes](https://github.com/pygments/pygments/releases)
- [Changelog](https://github.com/pygments/pygments/blob/master/CHANGES)
- [Commits](https://github.com/pygments/pygments/compare/2.19.2...2.20.0)

---
updated-dependencies:
- dependency-name: pygments
  dependency-version: 2.20.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 96 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 48 insertions(+), 48 deletions(-)

diff --git a/uv.lock b/uv.lock
index 57ff461b..166c7c2b 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2388,8 +2388,8 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.7" },
-    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.2" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.8" },
+    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
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     { name = "sphinx", marker = "extra == 'dev'", specifier = "==9.1.0" },
@@ -2402,7 +2402,7 @@ requires-dist = [
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     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.25" },
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     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 7be35063a78312e02e0c071a426663ec9471ef5f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Mar 2026 22:22:59 +0000
Subject: [PATCH 475/792] Bump actionlint-py from 1.7.11.24 to 1.7.12.24

Bumps [actionlint-py](https://github.com/Mateusz-Grzelinski/actionlint-py) from 1.7.11.24 to 1.7.12.24.
- [Commits](https://github.com/Mateusz-Grzelinski/actionlint-py/compare/v1.7.11.24...v1.7.12.24)

---
updated-dependencies:
- dependency-name: actionlint-py
  dependency-version: 1.7.12.24
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d6dd2fa0..6d8e80eb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,7 +38,7 @@ dependencies = [
     "vws-python==2026.2.25.1",
 ]
 optional-dependencies.dev = [
-    "actionlint-py==1.7.11.24",
+    "actionlint-py==1.7.12.24",
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",

From cd23ee844a5a4b0981d5c56397f7da845067743a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Mar 2026 22:23:11 +0000
Subject: [PATCH 476/792] Bump pyrefly from 0.58.0 to 0.59.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.58.0 to 0.59.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.58.0...0.59.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.59.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d6dd2fa0..52dba3e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.20.0",
-    "pyrefly==0.58.0",
+    "pyrefly==0.59.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 123f3ba8892d87aa67f257d12981d928b77c1ca0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Mar 2026 22:23:36 +0000
Subject: [PATCH 477/792] Bump mypy from 1.19.1 to 1.20.0

Bumps [mypy](https://github.com/python/mypy) from 1.19.1 to 1.20.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.19.1...v1.20.0)

---
updated-dependencies:
- dependency-name: mypy
  dependency-version: 1.20.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d6dd2fa0..b795a53d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.19.1",
+    "mypy[faster-cache]==1.20.0",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.8",
     "pydocstringformatter==0.7.5",

From 0b69d30535bf47e78f92e084ce849bde403f85c1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Mar 2026 22:24:17 +0000
Subject: [PATCH 478/792] Bump ty from 0.0.26 to 0.0.27

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.26 to 0.0.27.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.26...0.0.27)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.27
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d6dd2fa0..9c45279f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.26",
+    "ty==0.0.27",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 4784d908a341fb86d8b8532a2f3a0378653b37ed Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Mar 2026 22:27:04 +0000
Subject: [PATCH 479/792] Bump pyrefly from 0.58.0 to 0.59.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.58.0 to 0.59.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.58.0...0.59.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.59.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 22 +++++++++++-----------
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d6dd2fa0..52dba3e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.20.0",
-    "pyrefly==0.58.0",
+    "pyrefly==0.59.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",
diff --git a/uv.lock b/uv.lock
index 166c7c2b..5d055c94 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1324,18 +1324,18 @@ wheels = [
 
 [[package]]
 name = "pyrefly"
-version = "0.58.0"
+version = "0.59.0"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/31/6d/11dc9fd80898f901dc050a82a3ca6065fc925dcc11b55256c505ff2fd601/pyrefly-0.59.0.tar.gz", hash = "sha256:96922aa1aa753183f21af6804a6ff5e9402ac1ada9eb14a70b226f0b8b665b53", size = 5402557, upload-time = "2026-03-31T19:55:17.427Z" }
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 ]
 
 [[package]]
@@ -2381,7 +2381,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.20.0" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.58.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.59.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },

From 8785ab61925396f7440837f20ef10d72b34a088b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Mar 2026 22:28:03 +0000
Subject: [PATCH 480/792] Bump pyproject-fmt from 2.20.0 to 2.21.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.20.0 to 2.21.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.20.0...pyproject-fmt/2.21.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.21.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2e166f35..c642efdd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.8",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.20.0",
+    "pyproject-fmt==2.21.0",
     "pyrefly==0.59.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From dcad495ab1b514fc45f3fb292d161b70415a9311 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Mar 2026 22:32:42 +0000
Subject: [PATCH 481/792] Bump pyproject-fmt from 2.20.0 to 2.21.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.20.0 to 2.21.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.20.0...pyproject-fmt/2.21.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.21.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 187 ++++++++++++++++++++++++++-----------------------
 2 files changed, 102 insertions(+), 87 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b1537344..5fa11317 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.8",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.20.0",
+    "pyproject-fmt==2.21.0",
     "pyrefly==0.59.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 5d055c94..aa0e5da9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -20,9 +20,9 @@ wheels = [
 
 [[package]]
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+version = "1.7.12.24"
 source = { registry = "https://pypi.org/simple" }
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 [[package]]
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@@ -642,43 +642,49 @@ wheels = [
 
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 [[package]]
@@ -2362,7 +2377,7 @@ release = [
 
 [package.metadata]
 requires-dist = [
-    { name = "actionlint-py", marker = "extra == 'dev'", specifier = "==1.7.11.24" },
+    { name = "actionlint-py", marker = "extra == 'dev'", specifier = "==1.7.12.24" },
     { name = "beartype", specifier = "==0.22.9" },
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
@@ -2375,12 +2390,12 @@ requires-dist = [
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
-    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.19.1" },
+    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.8" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.20.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.59.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2402,7 +2417,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.26" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.27" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From faad419b087a568f73a33ff2b6326c144c6635d9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 2 Apr 2026 02:49:10 +0000
Subject: [PATCH 482/792] Bump pyrefly from 0.59.0 to 0.59.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.59.0 to 0.59.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.59.0...0.59.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.59.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5fa11317..8db4f0c6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.0",
-    "pyrefly==0.59.0",
+    "pyrefly==0.59.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From ed3430f749f2caf5db5ac934f8421988a0d3b849 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 2 Apr 2026 22:23:58 +0000
Subject: [PATCH 483/792] Bump ruff from 0.15.8 to 0.15.9

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.8 to 0.15.9.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.8...0.15.9)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.9
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8db4f0c6..000effcb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.2",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.8",
+    "ruff==0.15.9",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 39fdd26997dc7dcaae96e4783d7e8a49399e23f8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 2 Apr 2026 22:24:11 +0000
Subject: [PATCH 484/792] Bump ty from 0.0.27 to 0.0.28

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.27 to 0.0.28.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.27...0.0.28)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.28
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8db4f0c6..11809cce 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.27",
+    "ty==0.0.28",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 6a3db86186333d57542c86bebe966295cc06d0a1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 3 Apr 2026 22:23:59 +0000
Subject: [PATCH 485/792] Bump click from 8.3.1 to 8.3.2

Bumps [click](https://github.com/pallets/click) from 8.3.1 to 8.3.2.
- [Release notes](https://github.com/pallets/click/releases)
- [Changelog](https://github.com/pallets/click/blob/8.3.2/CHANGES.rst)
- [Commits](https://github.com/pallets/click/compare/8.3.1...8.3.2)

---
updated-dependencies:
- dependency-name: click
  dependency-version: 8.3.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5a0d395d..e5dfebf0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.9",
-    "click==8.3.1",
+    "click==8.3.2",
     "pyyaml==6.0.3",
     "vws-python==2026.2.25.1",
 ]

From 3c0d423d453c925ec0af22f12b57efed909d6829 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 3 Apr 2026 22:25:05 +0000
Subject: [PATCH 486/792] Bump click from 8.3.1 to 8.3.2

Bumps [click](https://github.com/pallets/click) from 8.3.1 to 8.3.2.
- [Release notes](https://github.com/pallets/click/releases)
- [Changelog](https://github.com/pallets/click/blob/8.3.2/CHANGES.rst)
- [Commits](https://github.com/pallets/click/compare/8.3.1...8.3.2)

---
updated-dependencies:
- dependency-name: click
  dependency-version: 8.3.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 113 +++++++++++++++++++++++++------------------------
 2 files changed, 58 insertions(+), 57 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5a0d395d..e5dfebf0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.9",
-    "click==8.3.1",
+    "click==8.3.2",
     "pyyaml==6.0.3",
     "vws-python==2026.2.25.1",
 ]
diff --git a/uv.lock b/uv.lock
index aa0e5da9..5414c0b6 100644
--- a/uv.lock
+++ b/uv.lock
@@ -207,14 +207,14 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.3.1"
+version = "8.3.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
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+sdist = { url = "https://files.pythonhosted.org/packages/57/75/31212c6bf2503fdf920d87fee5d7a86a2e3bcf444984126f13d8e4016804/click-8.3.2.tar.gz", hash = "sha256:14162b8b3b3550a7d479eafa77dfd3c38d9dc8951f6f69c78913a8f9a7540fd5", size = 302856, upload-time = "2026-04-03T19:14:45.118Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e4/20/71885d8b97d4f3dde17b1fdb92dbd4908b00541c5a3379787137285f602e/click-8.3.2-py3-none-any.whl", hash = "sha256:1924d2c27c5653561cd2cae4548d1406039cb79b858b747cfea24924bbc1616d", size = 108379, upload-time = "2026-04-03T19:14:43.505Z" },
 ]
 
 [[package]]
@@ -1339,18 +1339,19 @@ wheels = [
 
 [[package]]
 name = "pyrefly"
-version = "0.59.0"
+version = "0.59.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/31/6d/11dc9fd80898f901dc050a82a3ca6065fc925dcc11b55256c505ff2fd601/pyrefly-0.59.0.tar.gz", hash = "sha256:96922aa1aa753183f21af6804a6ff5e9402ac1ada9eb14a70b226f0b8b665b53", size = 5402557, upload-time = "2026-03-31T19:55:17.427Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d5/ce/7882c2af92b2ff6505fcd3430eff8048ece6c6254cc90bdc76ecee12dfab/pyrefly-0.59.1.tar.gz", hash = "sha256:bf1675b0c38d45df2c8f8618cbdfa261a1b92430d9d31eba16e0282b551e210f", size = 5475432, upload-time = "2026-04-01T22:04:04.11Z" }
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 [[package]]
@@ -2381,7 +2382,7 @@ requires-dist = [
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     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
-    { name = "click", specifier = "==8.3.1" },
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     { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.26.2" },
@@ -2396,14 +2397,14 @@ requires-dist = [
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-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.59.0" },
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     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.8" },
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From c63fa67c4d5ad2c52f003047d40538f162ef067e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2026 22:21:57 +0000
Subject: [PATCH 487/792] Bump pyrefly from 0.59.1 to 0.60.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.59.1 to 0.60.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.59.1...0.60.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.60.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e5dfebf0..73170b5a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.0",
-    "pyrefly==0.59.1",
+    "pyrefly==0.60.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",

From 892ef31db51c45056d1c080ab01677a7e96e4d9c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2026 22:22:52 +0000
Subject: [PATCH 488/792] Bump ty from 0.0.28 to 0.0.29

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.28 to 0.0.29.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.28...0.0.29)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.29
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index e5dfebf0..9607b9b7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.28",
+    "ty==0.0.29",
     "types-pyyaml==6.0.12.20250915",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 31bc81ef0a5d697486f8cc2e3c9b626f94fdd6b0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2026 22:27:14 +0000
Subject: [PATCH 489/792] Bump pyrefly from 0.59.1 to 0.60.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.59.1 to 0.60.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.59.1...0.60.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.60.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 64 +++++++++++++++++++++++++-------------------------
 2 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index e5dfebf0..73170b5a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.0",
-    "pyrefly==0.59.1",
+    "pyrefly==0.60.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.2",
diff --git a/uv.lock b/uv.lock
index 5414c0b6..36f2c1bb 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1339,19 +1339,19 @@ wheels = [
 
 [[package]]
 name = "pyrefly"
-version = "0.59.1"
+version = "0.60.0"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/c6/c7/28d14b64888e2d03815627ebff8d57a9f08389c4bbebfe70ae1ed98a1267/pyrefly-0.60.0.tar.gz", hash = "sha256:2499f5b6ff5342e86dfe1cd94bcce133519bbbc93b7ad5636195fea4f0fa3b81", size = 5500389, upload-time = "2026-04-06T19:57:30.643Z" }
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 ]
 
 [[package]]
@@ -2085,10 +2085,10 @@ dependencies = [
     { name = "typing-extensions", marker = "sys_platform == 'darwin'" },
 ]
 wheels = [
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:442ec9dc78592564fdad69cf0beaa9da2f82ab810ccb4f13903869a90bf3f15d" },
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-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:23ec7789017da9d95b6d543d790814785e6f30905c5443efa8257d1490d73f79" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:442ec9dc78592564fdad69cf0beaa9da2f82ab810ccb4f13903869a90bf3f15d" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:cc3a195701bba2239c313ee311487f80f8aaebe9e89b9073dddbcf2f93b5a0ba" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:072a0d6e4865e8b0dc0dbfe6ebed68fae235124222835ef03e5814d414d8c012" },
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 ]
 
 [[package]]
@@ -2108,22 +2108,22 @@ dependencies = [
     { name = "typing-extensions", marker = "sys_platform != 'darwin'" },
 ]
 wheels = [
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-linux_s390x.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-win_amd64.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-linux_s390x.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-win_amd64.whl" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-linux_s390x.whl" },
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-    { url = "https://download.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-win_amd64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-linux_s390x.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-win_amd64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-linux_s390x.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-win_amd64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-linux_s390x.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-win_amd64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-linux_s390x.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-win_amd64.whl" },
 ]
 
 [[package]]
@@ -2397,7 +2397,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.0" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.59.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.60.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.2" },

From 179bd3268a13e5bb63a8bcf1262db7cafdbe20a9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 7 Apr 2026 22:23:54 +0000
Subject: [PATCH 490/792] Bump pytest from 9.0.2 to 9.0.3

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.2 to 9.0.3.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.2...9.0.3)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.0.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0eeea52b..f1361fe6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyrefly==0.60.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
-    "pytest==9.0.2",
+    "pytest==9.0.3",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.9",

From a839796ae6a6edc4a4a645c07b87245e89cbc20d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Apr 2026 22:22:02 +0000
Subject: [PATCH 491/792] Bump types-pyyaml from 6.0.12.20250915 to
 6.0.12.20260408

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20250915 to 6.0.12.20260408.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260408
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f1361fe6..22f2cfeb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.29",
-    "types-pyyaml==6.0.12.20250915",
+    "types-pyyaml==6.0.12.20260408",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",

From 1c0863f46c0b9425e7e9daa4dd4ed3a72e5f3cf5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 9 Apr 2026 22:23:40 +0000
Subject: [PATCH 492/792] Bump ruff from 0.15.9 to 0.15.10

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.9 to 0.15.10.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.9...0.15.10)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.10
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 22f2cfeb..915b2554 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.3",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.9",
+    "ruff==0.15.10",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From a3bb6a48495da254f35c747b04ab89907929b7c8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 9 Apr 2026 22:23:52 +0000
Subject: [PATCH 493/792] Bump pyrefly from 0.60.0 to 0.60.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.60.0 to 0.60.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.60.0...0.60.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.60.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 22f2cfeb..8c2ff814 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.0",
-    "pyrefly==0.60.0",
+    "pyrefly==0.60.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From d611fc7ffabebf722c0410ad2b299866bf4bf0c1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Apr 2026 22:23:45 +0000
Subject: [PATCH 494/792] Bump pyrefly from 0.60.1 to 0.60.2

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.60.1 to 0.60.2.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.60.1...0.60.2)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.60.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 324d8895..857cd81b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.0",
-    "pyrefly==0.60.1",
+    "pyrefly==0.60.2",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From 3b6988d65965c6cac7f67e622b4713444262650b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:47:01 +0000
Subject: [PATCH 495/792] Bump mypy from 1.20.0 to 1.20.1

Bumps [mypy](https://github.com/python/mypy) from 1.20.0 to 1.20.1.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.20.0...v1.20.1)

---
updated-dependencies:
- dependency-name: mypy
  dependency-version: 1.20.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 857cd81b..c612bbed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.20.0",
+    "mypy[faster-cache]==1.20.1",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.8",
     "pydocstringformatter==0.7.5",

From 72f456104a841c8599f2fbd4c8943411f216fb9a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:47:05 +0000
Subject: [PATCH 496/792] Bump pyproject-fmt from 2.21.0 to 2.21.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.21.0 to 2.21.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.21.0...pyproject-fmt/2.21.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.21.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 857cd81b..f03fa5a6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.8",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.21.0",
+    "pyproject-fmt==2.21.1",
     "pyrefly==0.60.2",
     "pyright==1.1.408",
     "pyroma==5.0.1",

From e32c5b3e4a38e3c29c132a2f366447a3fd942c51 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:47:45 +0000
Subject: [PATCH 497/792] Bump prek from 0.3.8 to 0.3.9

Bumps [prek](https://github.com/j178/prek) from 0.3.8 to 0.3.9.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.8...v0.3.9)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.9
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 857cd81b..55ac7cb4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.20.0",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.8",
+    "prek==0.3.9",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.0",

From a42492c32c05bec655bb429caec568a38e677b05 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:48:06 +0000
Subject: [PATCH 498/792] Bump zizmor from 1.23.1 to 1.24.1

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.23.1 to 1.24.1.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.23.1...v1.24.1)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.24.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 857cd81b..45534b63 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.23.1",
+    "zizmor==1.24.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From c1f95c2a1f7ebc4b4cf57710a778b95d44428ca8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:52:08 +0000
Subject: [PATCH 499/792] Bump prek from 0.3.8 to 0.3.9

Bumps [prek](https://github.com/j178/prek) from 0.3.8 to 0.3.9.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.8...v0.3.9)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.9
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 160 ++++++++++++++++++++++++-------------------------
 2 files changed, 81 insertions(+), 81 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 857cd81b..55ac7cb4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.20.0",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.8",
+    "prek==0.3.9",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.0",
diff --git a/uv.lock b/uv.lock
index 36f2c1bb..8e486b9b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1145,26 +1145,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.3.8"
+version = "0.3.9"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/62/ee/03e8180e3fda9de25b6480bd15cc2bde40d573868d50648b0e527b35562f/prek-0.3.8.tar.gz", hash = "sha256:434a214256516f187a3ab15f869d950243be66b94ad47987ee4281b69643a2d9", size = 400224, upload-time = "2026-03-23T08:23:35.981Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/15/ff/5b7a2a9c4fa3dd2ffc8b13a9ec22aa550deda5b39ab273f8e02863b12642/prek-0.3.9.tar.gz", hash = "sha256:f82b92d81f42f1f90a47f5fbbf492373e25ef1f790080215b2722dd6da66510e", size = 423801, upload-time = "2026-04-13T12:30:38.191Z" }
 wheels = [
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From aae95e5cf168dc213b48619676660760f358762b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:52:33 +0000
Subject: [PATCH 500/792] Bump zizmor from 1.23.1 to 1.24.1

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.23.1 to 1.24.1.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.23.1...v1.24.1)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.24.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 152 ++++++++++++++++++++++++-------------------------
 2 files changed, 77 insertions(+), 77 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 857cd81b..45534b63 100644
--- a/pyproject.toml
+++ b/pyproject.toml
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diff --git a/uv.lock b/uv.lock
index 36f2c1bb..d5cf7d92 100644
--- a/uv.lock
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From d2026308e52b95717b3db960c468084b695551aa Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:53:16 +0000
Subject: [PATCH 501/792] Bump pyrefly from 0.60.2 to 0.61.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.60.2 to 0.61.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.60.2...0.61.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.61.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d3937126..1655f03a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",
-    "pyrefly==0.60.2",
+    "pyrefly==0.61.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From d6b8fb87dcd490c9a1b3383681f2ee5f6002b0cc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2026 22:57:38 +0000
Subject: [PATCH 502/792] Bump pillow from 12.1.1 to 12.2.0

Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.1.1 to 12.2.0.
- [Release notes](https://github.com/python-pillow/Pillow/releases)
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)
- [Commits](https://github.com/python-pillow/Pillow/compare/12.1.1...12.2.0)

---
updated-dependencies:
- dependency-name: pillow
  dependency-version: 12.2.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 180 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 90 insertions(+), 90 deletions(-)

diff --git a/uv.lock b/uv.lock
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--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2391,12 +2391,12 @@ requires-dist = [
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
-    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.0" },
+    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.1" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.9" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.1" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.60.2" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From 0fef35fd11c74f408b1d7f7fb715c98a25a3f6d8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 14 Apr 2026 22:23:25 +0000
Subject: [PATCH 503/792] Bump ty from 0.0.29 to 0.0.30

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.29 to 0.0.30.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.29...0.0.30)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.30
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1655f03a..11d1d476 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.29",
+    "ty==0.0.30",
     "types-pyyaml==6.0.12.20260408",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From d4f400439acd30b385b01445add4ea08639d92c6 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 15 Apr 2026 05:59:34 +0100
Subject: [PATCH 504/792] Use match statements in _handle_vumark_exceptions
 (#2135)

* Use match statements in _handle_vumark_exceptions

Replace isinstance checks with match/case for clarity and consistency
with other CLI error handling.

Closes #2134

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* Use wildcard case for TargetStatusNotSuccessError branch

Coverage sees the implicit fallthrough of a match statement as an
uncovered branch. Using `case _:` instead of an explicit type match
for the second case eliminates the uncovered branch.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 src/vws_cli/vumark.py | 27 +++++++++++--------
 uv.lock               | 62 +++++++++++++++++++++----------------------
 2 files changed, 47 insertions(+), 42 deletions(-)

diff --git a/src/vws_cli/vumark.py b/src/vws_cli/vumark.py
index e146bf27..d4c6a92d 100644
--- a/src/vws_cli/vumark.py
+++ b/src/vws_cli/vumark.py
@@ -58,18 +58,23 @@ def _handle_vumark_exceptions() -> Iterator[None]:
     try:
         yield
     except (UnknownTargetError, TargetStatusNotSuccessError) as exc:
-        if isinstance(exc, UnknownTargetError):
-            error_message = f'Error: Target "{exc.target_id}" does not exist.'
-        else:
-            error_message = (
-                f'Error: The target "{exc.target_id}" is not in the success '
-                "state and cannot be used to generate a VuMark instance."
-            )
+        match exc:
+            case UnknownTargetError():
+                error_message = (
+                    f'Error: Target "{exc.target_id}" does not exist.'
+                )
+            case _:
+                error_message = (
+                    f'Error: The target "{exc.target_id}" is not in the '
+                    "success state and cannot be used to generate a "
+                    "VuMark instance."
+                )
     except (VWSError, ServerError) as exc:
-        if isinstance(exc, InvalidInstanceIdError):
-            error_message = "Error: The given instance ID is invalid."
-        else:
-            error_message = get_error_message(exc=exc)
+        match exc:
+            case InvalidInstanceIdError():
+                error_message = "Error: The given instance ID is invalid."
+            case _:
+                error_message = get_error_message(exc=exc)
     else:
         return
 
diff --git a/uv.lock b/uv.lock
index f8d1fb6a..3b19ed5b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1339,19 +1339,19 @@ wheels = [
 
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 [[package]]
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 ]
 
 [[package]]
@@ -2397,7 +2397,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.60.2" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.61.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
@@ -2418,7 +2418,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.29" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.30" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260408" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 77d436af24bed478e4ea651e91f3759f628a48db Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 15 Apr 2026 06:01:02 +0100
Subject: [PATCH 505/792] Use match statement in get_error_message (#2136)

Replace if-isinstance chains with structural pattern matching
for exception-specific branches in get_error_message.

Closes #2133

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 src/vws_cli/_error_handling.py | 38 +++++++++++++++++-----------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/src/vws_cli/_error_handling.py b/src/vws_cli/_error_handling.py
index b9eca7ed..f5fe7ce9 100644
--- a/src/vws_cli/_error_handling.py
+++ b/src/vws_cli/_error_handling.py
@@ -28,24 +28,6 @@
 @beartype
 def get_error_message(exc: Exception) -> str:
     """Get an error message from a VWS exception."""
-    if isinstance(exc, UnknownTargetError):
-        return f'Error: Target "{exc.target_id}" does not exist.'
-
-    if isinstance(exc, TargetNameExistError):
-        return f'Error: There is already a target named "{exc.target_name}".'
-
-    if isinstance(exc, TargetStatusNotSuccessError):
-        return (
-            f'Error: The target "{exc.target_id}" cannot be updated as it is '
-            "in the processing state."
-        )
-
-    if isinstance(exc, TargetStatusProcessingError):
-        return (
-            f'Error: The target "{exc.target_id}" cannot be deleted as it is '
-            "in the processing state."
-        )
-
     exc_type_to_message: dict[type[Exception], str] = {
         AuthenticationFailureError: "The given secret key was incorrect.",
         BadImageError: "Error: The given image is corrupted or the format is not supported.",
@@ -63,4 +45,22 @@ def get_error_message(exc: Exception) -> str:
         ProjectHasNoAPIAccessError: "Error: The request could not be completed because this database is not allowed to make API requests.",
     }
 
-    return exc_type_to_message[type(exc)]
+    match exc:
+        case UnknownTargetError():
+            return f'Error: Target "{exc.target_id}" does not exist.'
+        case TargetNameExistError():
+            return (
+                f'Error: There is already a target named "{exc.target_name}".'
+            )
+        case TargetStatusNotSuccessError():
+            return (
+                f'Error: The target "{exc.target_id}" cannot be updated as it is '
+                "in the processing state."
+            )
+        case TargetStatusProcessingError():
+            return (
+                f'Error: The target "{exc.target_id}" cannot be deleted as it is '
+                "in the processing state."
+            )
+        case _:
+            return exc_type_to_message[type(exc)]

From 5626e4e5348e09a2ac20498d39cf9ef47c8687ee Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 15 Apr 2026 22:24:03 +0000
Subject: [PATCH 506/792] Bump ty from 0.0.30 to 0.0.31

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.30 to 0.0.31.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.30...0.0.31)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.31
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 11d1d476..94bb6e9f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,7 +79,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.30",
+    "ty==0.0.31",
     "types-pyyaml==6.0.12.20260408",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 762d79b3c56899cbf01048a52e31b4dfe8a1589c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Apr 2026 22:24:20 +0000
Subject: [PATCH 507/792] Bump ruff from 0.15.10 to 0.15.11

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.10 to 0.15.11.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.10...0.15.11)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.11
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 94bb6e9f..addbe777 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.3",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.10",
+    "ruff==0.15.11",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 4424a3e51bbb899f7b9e3f9e30dc4a80b7174608 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Apr 2026 22:25:43 +0000
Subject: [PATCH 508/792] Bump ruff from 0.15.10 to 0.15.11

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.10 to 0.15.11.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.10...0.15.11)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.11
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 82 +++++++++++++++++++++++++-------------------------
 2 files changed, 42 insertions(+), 42 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 94bb6e9f..addbe777 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.3",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.10",
+    "ruff==0.15.11",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 3b19ed5b..c9da8e96 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1659,27 +1659,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.10"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e7/d9/aa3f7d59a10ef6b14fe3431706f854dbf03c5976be614a9796d36326810c/ruff-0.15.10.tar.gz", hash = "sha256:d1f86e67ebfdef88e00faefa1552b5e510e1d35f3be7d423dc7e84e63788c94e", size = 4631728, upload-time = "2026-04-09T14:06:09.884Z" }
-wheels = [
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 [[package]]
@@ -2404,7 +2404,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.10" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.11" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
@@ -2418,7 +2418,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.30" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.31" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260408" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 055cb215f384f7715f649b7194ce9a42988fe7cd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 17 Apr 2026 22:23:54 +0000
Subject: [PATCH 509/792] Bump pyrefly from 0.61.0 to 0.61.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.61.0 to 0.61.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.61.0...0.61.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.61.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index addbe777..b853237b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",
-    "pyrefly==0.61.0",
+    "pyrefly==0.61.1",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From 00d1d9bef31ccc0b02d72c0390837a1c911a00c2 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 19 Apr 2026 08:01:16 +0100
Subject: [PATCH 510/792] chore: rename deptry pep621_dev_dependency_groups

Use optional_dependencies_dev_groups (deptry 0.25+).

Made-with: Cursor
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b853237b..11b18923 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -284,7 +284,7 @@ ignore = [
 ]
 
 [tool.deptry]
-pep621_dev_dependency_groups = [
+optional_dependencies_dev_groups = [
     "dev",
     "packaging",
     "release",

From 69e1ddc03c8b94c21a875be719ec0153ceb8585c Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Sun, 19 Apr 2026 07:05:51 +0000
Subject: [PATCH 511/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/uv.lock b/uv.lock
index c9da8e96..31535d2d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1339,19 +1339,19 @@ wheels = [
 
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+    { url = "https://files.pythonhosted.org/packages/18/8c/0ff67041c88c28f48b10ce15758831d1e4e60f11db5bfc09dcffd5edb6ba/pyrefly-0.61.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:305f2086f4d7d796244b337884d96cf0d32435420336a77840ca369cf6fa06fd", size = 41595667, upload-time = "2026-04-17T18:47:23.122Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/9e/62b8139b140931593a6b29334802ea6b86d033c0bfd9794950279732253b/pyrefly-0.61.1-py3-none-win32.whl", hash = "sha256:3271a019885a72c8dd064e928bb445af807771506842f5f2faaac17d8e6e73a5", size = 11963660, upload-time = "2026-04-17T18:47:25.86Z" },
+    { url = "https://files.pythonhosted.org/packages/38/6e/73280243d12bec28f55b6edd4e70c5cf11e3d7de2395ecb4eb36cca7dab4/pyrefly-0.61.1-py3-none-win_amd64.whl", hash = "sha256:3e3763d5d76f505c5b8897db1446bde8e138d50a67751f2aa76d6c6034254836", size = 12804056, upload-time = "2026-04-17T18:47:28.674Z" },
+    { url = "https://files.pythonhosted.org/packages/87/32/38ac5af84d96167412024abf5e2f49f15b777987a1942e7a442e8e5fef82/pyrefly-0.61.1-py3-none-win_arm64.whl", hash = "sha256:cef5631e2ab09702274ec2eaaafee28a114891cf85f2d31568b329727e3ff735", size = 12302467, upload-time = "2026-04-17T18:47:31.409Z" },
 ]
 
 [[package]]
@@ -2397,7 +2397,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.61.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.61.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },

From 6cd6356c2e82bae8f690a75402f64e3c8558bc46 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sun, 19 Apr 2026 09:55:59 +0100
Subject: [PATCH 512/792] Use pytest-beartype-tests plugin for test beartype

Replace manual pytest_collection_modifyitems hooks with the
https://github.com/adamtheturtle/pytest-beartype-tests dev dependency.
---
 pyproject.toml    |  5 ++++-
 tests/conftest.py |  9 ---------
 uv.lock           | 18 ++++++++++++++++++
 3 files changed, 22 insertions(+), 10 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 11b18923..6f15e2e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,6 +86,7 @@ optional-dependencies.dev = [
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.24.1",
+    "pytest-beartype-tests==2026.4.19.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
@@ -364,7 +365,6 @@ ignore_path = [
 ignore_names = [
     # pytest configuration
     "pytest_collect_file",
-    "pytest_collection_modifyitems",
     "pytest_plugins",
     # pytest fixtures - we name fixtures like this for this purpose
     "fixture_*",
@@ -405,3 +405,6 @@ exclude = [
 [tool.yamlfix]
 section_whitelines = 1
 whitelines = 1
+
+[dependency-groups]
+dev = []
diff --git a/tests/conftest.py b/tests/conftest.py
index 3810e32a..836a94d6 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -3,21 +3,12 @@
 from collections.abc import Iterator
 
 import pytest
-from beartype import beartype
 from mock_vws import MockVWS
 from mock_vws.database import CloudDatabase, VuMarkDatabase
 from mock_vws.target import VuMarkTarget
 from vws import VWS, CloudRecoService
 
 
-@beartype
-def pytest_collection_modifyitems(items: list[pytest.Item]) -> None:
-    """Apply the beartype decorator to all collected test functions."""
-    for item in items:
-        assert isinstance(item, pytest.Function)
-        item.obj = beartype(obj=item.obj)
-
-
 @pytest.fixture(name="mock_database")
 def fixture_mock_database() -> Iterator[CloudDatabase]:
     """Yield a mock ``CloudDatabase``."""
diff --git a/uv.lock b/uv.lock
index 31535d2d..8ee1dcd7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1401,6 +1401,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
 ]
 
+[[package]]
+name = "pytest-beartype-tests"
+version = "2026.4.19.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "beartype" },
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4c/85/2a4abab012ea412757aee0c77a63759c9df997456ae75dc0a590071bf11d/pytest_beartype_tests-2026.4.19.1.tar.gz", hash = "sha256:02662a7c189666eac26d5994d8d750106c73b0cd31ed0d01222db59ba1cb6e5a", size = 85947, upload-time = "2026-04-19T07:56:18.409Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d2/c0/8c57af81595948ddab76b78635931ed5adac38fc46565e8419dc3a5046b3/pytest_beartype_tests-2026.4.19.1-py3-none-any.whl", hash = "sha256:20618dd92dc2c8e1cab94f5984a382c95d03376ef94558e54665908e56ad8cc4", size = 5198, upload-time = "2026-04-19T07:56:16.711Z" },
+]
+
 [[package]]
 name = "pytest-cov"
 version = "7.1.0"
@@ -2345,6 +2358,7 @@ dev = [
     { name = "pyright" },
     { name = "pyroma" },
     { name = "pytest" },
+    { name = "pytest-beartype-tests" },
     { name = "pytest-cov" },
     { name = "pytest-regressions" },
     { name = "ruff" },
@@ -2401,6 +2415,7 @@ requires-dist = [
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
+    { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.19.1" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
@@ -2429,6 +2444,9 @@ requires-dist = [
 ]
 provides-extras = ["dev", "release"]
 
+[package.metadata.requires-dev]
+dev = []
+
 [[package]]
 name = "vws-python"
 version = "2026.2.25.1"

From 7310c1ac3443fef07bb4de47dcd6e2b4e3a7a1e9 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Sun, 19 Apr 2026 08:57:15 +0000
Subject: [PATCH 513/792] [pre-commit.ci lite] apply automatic fixes

---
 pyproject.toml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6f15e2e3..a535b1f9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,6 +57,7 @@ optional-dependencies.dev = [
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",
+    "pytest-beartype-tests==2026.4.19.1",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.11",
@@ -86,7 +87,6 @@ optional-dependencies.dev = [
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.24.1",
-    "pytest-beartype-tests==2026.4.19.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
@@ -98,6 +98,9 @@ scripts.vuforia-cloud-reco = "vws_cli.query:vuforia_cloud_reco"
 scripts.vumark = "vws_cli.vumark:generate_vumark"
 scripts.vws = "vws_cli:vws_group"
 
+[dependency-groups]
+dev = []
+
 [tool.setuptools]
 zip-safe = false
 package-data.vws_cli = [
@@ -405,6 +408,3 @@ exclude = [
 [tool.yamlfix]
 section_whitelines = 1
 whitelines = 1
-
-[dependency-groups]
-dev = []

From 43f4d43f54e749e1e0d253cb57eca9cb5710bba0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2026 23:35:43 +0000
Subject: [PATCH 514/792] Bump pytest-beartype-tests from 2026.4.19.1 to
 2026.4.20

Bumps [pytest-beartype-tests](https://github.com/adamtheturtle/pytest-beartype-tests) from 2026.4.19.1 to 2026.4.20.
- [Release notes](https://github.com/adamtheturtle/pytest-beartype-tests/releases)
- [Changelog](https://github.com/adamtheturtle/pytest-beartype-tests/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/pytest-beartype-tests/compare/2026.04.19.1...2026.04.20)

---
updated-dependencies:
- dependency-name: pytest-beartype-tests
  dependency-version: 2026.4.20
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a535b1f9..597efec6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",
-    "pytest-beartype-tests==2026.4.19.1",
+    "pytest-beartype-tests==2026.4.20",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.11",

From bc76e2e89295eb6278a1b02c03abf0cd928fb31f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2026 23:36:16 +0000
Subject: [PATCH 515/792] Bump pyrefly from 0.61.1 to 0.62.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.61.1 to 0.62.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.61.1...0.62.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.62.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a535b1f9..a48421d2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",
-    "pyrefly==0.61.1",
+    "pyrefly==0.62.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From 231540517caeaff3d06f0992f4cd9bc441de5650 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2026 23:36:29 +0000
Subject: [PATCH 516/792] Bump ty from 0.0.31 to 0.0.32

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.31 to 0.0.32.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.31...0.0.32)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.32
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a535b1f9..55ca676f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.31",
+    "ty==0.0.32",
     "types-pyyaml==6.0.12.20260408",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From c6ad6ea478b9ab773d7e36ce96cb66d3714ad8cb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2026 23:40:43 +0000
Subject: [PATCH 517/792] Bump pytest-beartype-tests from 2026.4.19.1 to
 2026.4.20

Bumps [pytest-beartype-tests](https://github.com/adamtheturtle/pytest-beartype-tests) from 2026.4.19.1 to 2026.4.20.
- [Release notes](https://github.com/adamtheturtle/pytest-beartype-tests/releases)
- [Changelog](https://github.com/adamtheturtle/pytest-beartype-tests/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/pytest-beartype-tests/compare/2026.04.19.1...2026.04.20)

---
updated-dependencies:
- dependency-name: pytest-beartype-tests
  dependency-version: 2026.4.20
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index a535b1f9..597efec6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",
-    "pytest-beartype-tests==2026.4.19.1",
+    "pytest-beartype-tests==2026.4.20",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.11",
diff --git a/uv.lock b/uv.lock
index 8ee1dcd7..5ebff3a3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1403,15 +1403,15 @@ wheels = [
 
 [[package]]
 name = "pytest-beartype-tests"
-version = "2026.4.19.1"
+version = "2026.4.20"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
     { name = "pytest" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4c/85/2a4abab012ea412757aee0c77a63759c9df997456ae75dc0a590071bf11d/pytest_beartype_tests-2026.4.19.1.tar.gz", hash = "sha256:02662a7c189666eac26d5994d8d750106c73b0cd31ed0d01222db59ba1cb6e5a", size = 85947, upload-time = "2026-04-19T07:56:18.409Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6a/0e/f3b3980efe46c7655ce2820fe56189490f9c1e6ed5cb42b35999b4ba8238/pytest_beartype_tests-2026.4.20.tar.gz", hash = "sha256:73b10d64c5605809444469250c3ccc8b4ddbf788772be84f0ee0ac3f58460ccf", size = 85989, upload-time = "2026-04-20T06:28:22.773Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d2/c0/8c57af81595948ddab76b78635931ed5adac38fc46565e8419dc3a5046b3/pytest_beartype_tests-2026.4.19.1-py3-none-any.whl", hash = "sha256:20618dd92dc2c8e1cab94f5984a382c95d03376ef94558e54665908e56ad8cc4", size = 5198, upload-time = "2026-04-19T07:56:16.711Z" },
+    { url = "https://files.pythonhosted.org/packages/95/42/ee5023bf416be8ffc276a08e42eac10aee1903142a1e25ceea24cc766b73/pytest_beartype_tests-2026.4.20-py3-none-any.whl", hash = "sha256:e61e7bd87443f92c89f125cc8a7284665c5137e953ecd91031be1620ba07c1d8", size = 5215, upload-time = "2026-04-20T06:28:21.166Z" },
 ]
 
 [[package]]
@@ -2415,7 +2415,7 @@ requires-dist = [
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
-    { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.19.1" },
+    { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.20" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },

From a7ff2908efc68eab041ffd48b7c8bbd7c3aeb95c Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 21 Apr 2026 08:02:09 +0100
Subject: [PATCH 518/792] Pin pytest-beartype-tests to 2026.4.20 on PyPI
 (#2145)

Bump the dev dependency to the current PyPI release (2026.4.20).

Made-with: Cursor

From 81816c9838df7021c64aa57d183b84d1294d6729 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Apr 2026 22:23:25 +0000
Subject: [PATCH 519/792] Bump mypy from 1.20.1 to 1.20.2

Bumps [mypy](https://github.com/python/mypy) from 1.20.1 to 1.20.2.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.20.1...v1.20.2)

---
updated-dependencies:
- dependency-name: mypy
  dependency-version: 1.20.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 58fb3875..889a62b0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.20.1",
+    "mypy[faster-cache]==1.20.2",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.9",
     "pydocstringformatter==0.7.5",

From 6410f496b74e9410a216b09e8d087d17dd57c949 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Apr 2026 22:24:04 +0000
Subject: [PATCH 520/792] Bump prek from 0.3.9 to 0.3.10

Bumps [prek](https://github.com/j178/prek) from 0.3.9 to 0.3.10.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.9...v0.3.10)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.10
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 58fb3875..d829ddda 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.20.1",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.9",
+    "prek==0.3.10",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",

From dbf0e45494b37183edba59b6f3f37fe1e170f08d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Apr 2026 22:25:29 +0000
Subject: [PATCH 521/792] Bump python-dotenv from 1.2.1 to 1.2.2

Bumps [python-dotenv](https://github.com/theskumar/python-dotenv) from 1.2.1 to 1.2.2.
- [Release notes](https://github.com/theskumar/python-dotenv/releases)
- [Changelog](https://github.com/theskumar/python-dotenv/blob/main/CHANGELOG.md)
- [Commits](https://github.com/theskumar/python-dotenv/compare/v1.2.1...v1.2.2)

---
updated-dependencies:
- dependency-name: python-dotenv
  dependency-version: 1.2.2
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 68 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 34 insertions(+), 34 deletions(-)

diff --git a/uv.lock b/uv.lock
index 5ebff3a3..deb3b4f7 100644
--- a/uv.lock
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 ]
 
 [[package]]
@@ -2411,7 +2411,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.61.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.62.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
@@ -2433,7 +2433,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.31" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.32" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260408" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From bad2554d51f19eb6b266aa28f618255e58f77662 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 22 Apr 2026 08:46:29 +0100
Subject: [PATCH 522/792] chore: define uv version once in pre-commit config
 (#2157)

* chore: define uv version once in pre-commit config

Made-with: Cursor

* [pre-commit.ci lite] apply automatic fixes

---------

Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml |  98 +++++++++++++++--------
 uv.lock                 | 172 +++++++++++++++++++++-------------------
 2 files changed, 155 insertions(+), 115 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 20d0dfb2..512b4054 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,8 @@
 ---
 fail_fast: true
 
+.uv_version: &uv_version uv==0.9.5
+
 # We use system Python, with required dependencies specified in pyproject.toml.
 # We therefore cannot use those dependencies in pre-commit CI.
 ci:
@@ -108,7 +110,8 @@ repos:
         language: python
         pass_filenames: false
         files: (^pyproject\.toml$|^uv\.lock$)
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: actionlint
@@ -117,7 +120,8 @@ repos:
         language: python
         pass_filenames: false
         types_or: [yaml]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: hadolint
@@ -125,7 +129,8 @@ repos:
         entry: uv run --extra=dev hadolint
         language: python
         files: Dockerfile
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: pydocstringformatter
@@ -133,7 +138,8 @@ repos:
         entry: uv run --extra=dev pydocstringformatter
         language: python
         types_or: [python]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: shellcheck
@@ -141,7 +147,8 @@ repos:
         entry: uv run --extra=dev shellcheck --shell=bash
         language: python
         types_or: [shell]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: shellcheck-docs
@@ -150,7 +157,8 @@ repos:
           --command="shellcheck --shell=bash"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: shfmt
@@ -159,7 +167,8 @@ repos:
         language: python
         pass_filenames: false
         types_or: [shell]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: shfmt-docs
@@ -168,7 +177,8 @@ repos:
           --no-pad-file --command="shfmt --write --space-redirects --indent=4"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: mypy
@@ -178,7 +188,8 @@ repos:
         language: python
         types_or: [python, toml]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       # We do not use --example-workers 0 due to https://github.com/python/mypy/issues/18283
       - id: mypy-docs
@@ -194,7 +205,8 @@ repos:
         entry: uv run --extra=dev -m check_manifest
         language: python
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: pyright
         name: pyright
@@ -203,7 +215,8 @@ repos:
         language: python
         types_or: [python, toml]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: pyright-docs
         name: pyright-docs
@@ -219,7 +232,8 @@ repos:
         language: python
         types_or: [python]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: vulture-docs
@@ -229,7 +243,8 @@ repos:
         language: python
         types_or: [python]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: pyroma
@@ -238,7 +253,8 @@ repos:
         language: python
         pass_filenames: false
         types_or: [toml]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: deptry
@@ -246,7 +262,8 @@ repos:
         entry: uv run --extra=dev -m deptry src/
         language: python
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: pylint
@@ -255,7 +272,8 @@ repos:
         language: python
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: pylint-docs
         name: pylint-docs
@@ -270,7 +288,8 @@ repos:
         entry: uv run --extra=dev -m ruff check --fix
         language: python
         types_or: [python]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: ruff-check-fix-docs
@@ -278,7 +297,8 @@ repos:
         entry: uv run --extra=dev doccmd --language=python --command="ruff check --fix"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: ruff-format-fix
@@ -286,7 +306,8 @@ repos:
         entry: uv run --extra=dev -m ruff format
         language: python
         types_or: [python]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: ruff-format-fix-docs
@@ -295,7 +316,8 @@ repos:
           format"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: interrogate-docs
@@ -304,7 +326,8 @@ repos:
           --command="interrogate"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: doc8
@@ -312,7 +335,8 @@ repos:
         entry: uv run --extra=dev -m doc8
         language: python
         types_or: [rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: interrogate
@@ -339,7 +363,8 @@ repos:
         types_or: [rst]
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: spelling
         name: spelling
@@ -349,7 +374,8 @@ repos:
         types_or: [rst]
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: docs
         name: Build Documentation
@@ -357,7 +383,8 @@ repos:
         language: python
         stages: [manual]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: pyright-verifytypes
         name: pyright-verifytypes
@@ -374,7 +401,8 @@ repos:
         language: python
         types_or: [python, toml]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: ty-docs
         name: ty-docs
@@ -383,14 +411,16 @@ repos:
           --command="ty check"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: yamlfix
         name: yamlfix
         entry: uv run --extra=dev yamlfix
         language: python
         types_or: [yaml]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: zizmor
@@ -399,7 +429,8 @@ repos:
         language: python
         pass_filenames: false
         types_or: [yaml]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: sphinx-lint
@@ -407,7 +438,8 @@ repos:
         entry: uv run --extra=dev sphinx-lint --enable=all --disable=line-too-long
         language: python
         types_or: [rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
         stages: [pre-commit]
 
       - id: pyrefly
@@ -417,7 +449,8 @@ repos:
         language: python
         types_or: [python, toml]
         pass_filenames: false
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
 
       - id: pyrefly-docs
         name: pyrefly-docs
@@ -426,4 +459,5 @@ repos:
           --command="pyrefly check"
         language: python
         types_or: [markdown, rst]
-        additional_dependencies: [uv==0.9.5]
+        additional_dependencies:
+          - *uv_version
diff --git a/uv.lock b/uv.lock
index deb3b4f7..e68c7555 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,8 +2,10 @@ version = 1
 revision = 3
 requires-python = ">=3.13"
 resolution-markers = [
-    "sys_platform != 'darwin'",
-    "sys_platform == 'darwin'",
+    "python_full_version >= '3.15' and sys_platform != 'darwin'",
+    "python_full_version < '3.15' and sys_platform != 'darwin'",
+    "python_full_version >= '3.15' and sys_platform == 'darwin'",
+    "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 
 [[package]]
@@ -834,7 +836,7 @@ wheels = [
 
 [[package]]
 name = "mypy"
-version = "1.20.1"
+version = "1.20.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "librt", marker = "platform_python_implementation != 'PyPy'" },
@@ -842,30 +844,30 @@ dependencies = [
     { name = "pathspec" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0b/3d/5b373635b3146264eb7a68d09e5ca11c305bbb058dfffbb47c47daf4f632/mypy-1.20.1.tar.gz", hash = "sha256:6fc3f4ecd52de81648fed1945498bf42fa2993ddfad67c9056df36ae5757f804", size = 3815892, upload-time = "2026-04-13T02:46:51.474Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/21/e8/ef0991aa24c8f225df10b034f3c2681213cb54cf247623c6dec9a5744e70/mypy-1.20.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8f3886c03e40afefd327bd70b3f634b39ea82e87f314edaa4d0cce4b927ddcc1", size = 14500739, upload-time = "2026-04-13T02:46:05.442Z" },
-    { url = "https://files.pythonhosted.org/packages/23/73/416ebec3047636ed89fa871dc8c54bf05e9e20aa9499da59790d7adb312d/mypy-1.20.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e860eb3904f9764e83bafd70c8250bdffdc7dde6b82f486e8156348bf7ceb184", size = 13314735, upload-time = "2026-04-13T02:46:47.154Z" },
-    { url = "https://files.pythonhosted.org/packages/10/1e/1505022d9c9ac2e014a384eb17638fb37bf8e9d0a833ea60605b66f8f7ba/mypy-1.20.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a4b5aac6e785719da51a84f5d09e9e843d473170a9045b1ea7ea1af86225df4b", size = 13704356, upload-time = "2026-04-13T02:45:19.773Z" },
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     { name = "sphinx-substitution-extensions" },
     { name = "sphinxcontrib-spelling" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "ty" },
     { name = "types-pyyaml" },
     { name = "vulture" },
@@ -2405,9 +2411,9 @@ requires-dist = [
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
-    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.1" },
+    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.2" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.9" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.10" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.1" },
@@ -2478,11 +2484,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchmetrics" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From e5cd4c4472261355c7f83a1d0d654f020b935f72 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 22 Apr 2026 13:43:01 +0100
Subject: [PATCH 523/792] chore: bump uv to 0.11.7 for pre-commit hooks (#2158)

Made-with: Cursor
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 512b4054..9c436259 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,7 +1,7 @@
 ---
 fail_fast: true
 
-.uv_version: &uv_version uv==0.9.5
+.uv_version: &uv_version uv==0.11.7
 
 # We use system Python, with required dependencies specified in pyproject.toml.
 # We therefore cannot use those dependencies in pre-commit CI.

From b8757b88f0ea05c22a226030296bad3399489656 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 22 Apr 2026 22:23:10 +0000
Subject: [PATCH 524/792] chore(deps): Bump click from 8.3.2 to 8.3.3

Bumps [click](https://github.com/pallets/click) from 8.3.2 to 8.3.3.
- [Release notes](https://github.com/pallets/click/releases)
- [Changelog](https://github.com/pallets/click/blob/8.3.3/CHANGES.rst)
- [Commits](https://github.com/pallets/click/compare/8.3.2...8.3.3)

---
updated-dependencies:
- dependency-name: click
  dependency-version: 8.3.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f2ee9649..5da91720 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.9",
-    "click==8.3.2",
+    "click==8.3.3",
     "pyyaml==6.0.3",
     "vws-python==2026.2.25.1",
 ]

From 801591b58bd75db129364e75ca8f0247c2352c29 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 22 Apr 2026 22:27:15 +0000
Subject: [PATCH 525/792] chore(deps): Bump click from 8.3.2 to 8.3.3

Bumps [click](https://github.com/pallets/click) from 8.3.2 to 8.3.3.
- [Release notes](https://github.com/pallets/click/releases)
- [Changelog](https://github.com/pallets/click/blob/8.3.3/CHANGES.rst)
- [Commits](https://github.com/pallets/click/compare/8.3.2...8.3.3)

---
updated-dependencies:
- dependency-name: click
  dependency-version: 8.3.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f2ee9649..5da91720 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.9",
-    "click==8.3.2",
+    "click==8.3.3",
     "pyyaml==6.0.3",
     "vws-python==2026.2.25.1",
 ]
diff --git a/uv.lock b/uv.lock
index e68c7555..5eb09ccd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -209,14 +209,14 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.3.2"
+version = "8.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/57/75/31212c6bf2503fdf920d87fee5d7a86a2e3bcf444984126f13d8e4016804/click-8.3.2.tar.gz", hash = "sha256:14162b8b3b3550a7d479eafa77dfd3c38d9dc8951f6f69c78913a8f9a7540fd5", size = 302856, upload-time = "2026-04-03T19:14:45.118Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/bb/63/f9e1ea081ce35720d8b92acde70daaedace594dc93b693c869e0d5910718/click-8.3.3.tar.gz", hash = "sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2", size = 328061, upload-time = "2026-04-22T15:11:27.506Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e4/20/71885d8b97d4f3dde17b1fdb92dbd4908b00541c5a3379787137285f602e/click-8.3.2-py3-none-any.whl", hash = "sha256:1924d2c27c5653561cd2cae4548d1406039cb79b858b747cfea24924bbc1616d", size = 108379, upload-time = "2026-04-03T19:14:43.505Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/44/c1221527f6a71a01ec6fbad7fa78f1d50dfa02217385cf0fa3eec7087d59/click-8.3.3-py3-none-any.whl", hash = "sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613", size = 110502, upload-time = "2026-04-22T15:11:25.044Z" },
 ]
 
 [[package]]
@@ -2402,7 +2402,7 @@ requires-dist = [
     { name = "beartype", specifier = "==0.22.9" },
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
-    { name = "click", specifier = "==8.3.2" },
+    { name = "click", specifier = "==8.3.3" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
     { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.26.2" },

From d1d7eb5e421b172cf78bd9eafc4be31fe23418b4 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 24 Apr 2026 03:19:09 +0100
Subject: [PATCH 526/792] fix: use Generator instead of Iterator for
 contextmanager return types (#2163)

Pyright 1.1.409 deprecates annotating `@contextmanager` return types as
`Iterator[Foo]`; it now requires `Generator[Foo]`.

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 src/vws_cli/commands.py | 4 ++--
 src/vws_cli/query.py    | 4 ++--
 src/vws_cli/vumark.py   | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 81d5c32d..9f2ddd2a 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -4,7 +4,7 @@
 import dataclasses
 import io
 import sys
-from collections.abc import Iterator
+from collections.abc import Generator
 from pathlib import Path
 
 import click
@@ -40,7 +40,7 @@
 
 @beartype
 @contextlib.contextmanager
-def _handle_vws_exceptions() -> Iterator[None]:
+def _handle_vws_exceptions() -> Generator[None]:
     """Show error messages and catch exceptions from ``VWS-Python``."""
     error_message = ""
 
diff --git a/src/vws_cli/query.py b/src/vws_cli/query.py
index 3a517f49..e1648b77 100644
--- a/src/vws_cli/query.py
+++ b/src/vws_cli/query.py
@@ -4,7 +4,7 @@
 import dataclasses
 import io
 import sys
-from collections.abc import Iterator
+from collections.abc import Generator
 from pathlib import Path
 
 import click
@@ -35,7 +35,7 @@
 
 @beartype
 @contextlib.contextmanager
-def _handle_vwq_exceptions() -> Iterator[None]:
+def _handle_vwq_exceptions() -> Generator[None]:
     """Show error messages and catch exceptions from ``VWS-Python``."""
     try:
         yield
diff --git a/src/vws_cli/vumark.py b/src/vws_cli/vumark.py
index d4c6a92d..8fadb8f1 100644
--- a/src/vws_cli/vumark.py
+++ b/src/vws_cli/vumark.py
@@ -2,7 +2,7 @@
 
 import contextlib
 import sys
-from collections.abc import Iterator
+from collections.abc import Generator
 from enum import StrEnum, unique
 from pathlib import Path
 
@@ -51,7 +51,7 @@ class VuMarkFormatChoice(StrEnum):
 
 @beartype
 @contextlib.contextmanager
-def _handle_vumark_exceptions() -> Iterator[None]:
+def _handle_vumark_exceptions() -> Generator[None]:
     """Show error messages and catch exceptions from ``VWS-Python``."""
     error_message = ""
 

From 1b6c3541b81a0bdcce1e2e77fd30b51fdd09c38d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Apr 2026 22:23:36 +0000
Subject: [PATCH 527/792] chore(deps-dev): Bump ruff from 0.15.11 to 0.15.12

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.11 to 0.15.12.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.11...0.15.12)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.12
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5da91720..06d12b9c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.20",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.11",
+    "ruff==0.15.12",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 725a30c881f3c73f736a4a6a9145b562739137af Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Apr 2026 01:15:39 +0000
Subject: [PATCH 528/792] chore(deps-dev): Bump prek from 0.3.10 to 0.3.11

Bumps [prek](https://github.com/j178/prek) from 0.3.10 to 0.3.11.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.10...v0.3.11)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.11
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06d12b9c..02cd8404 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.20.2",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.10",
+    "prek==0.3.11",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",

From d6ddfac05d8b32172d5f2d3810d42e8e9365a045 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Apr 2026 01:15:47 +0000
Subject: [PATCH 529/792] chore(deps-dev): Bump pytest-beartype-tests from
 2026.4.20 to 2026.4.26

Bumps [pytest-beartype-tests](https://github.com/adamtheturtle/pytest-beartype-tests) from 2026.4.20 to 2026.4.26.
- [Release notes](https://github.com/adamtheturtle/pytest-beartype-tests/releases)
- [Changelog](https://github.com/adamtheturtle/pytest-beartype-tests/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/pytest-beartype-tests/compare/2026.04.20...2026.04.26)

---
updated-dependencies:
- dependency-name: pytest-beartype-tests
  dependency-version: 2026.4.26
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06d12b9c..6f14f564 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",
-    "pytest-beartype-tests==2026.4.20",
+    "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
     "ruff==0.15.12",

From f3ac32e11a660aef35740cbdd3690813e8f94c41 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Apr 2026 01:15:53 +0000
Subject: [PATCH 530/792] chore(deps-dev): Bump pyrefly from 0.62.0 to 0.63.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.62.0 to 0.63.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.62.0...0.63.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.63.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06d12b9c..27997574 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",
-    "pyrefly==0.62.0",
+    "pyrefly==0.63.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From 0057e05e88b296670af59a5329f3240d301f8367 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Apr 2026 01:20:42 +0000
Subject: [PATCH 531/792] chore(deps): Bump pyrefly from 0.62.0 to 0.63.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.62.0 to 0.63.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.62.0...0.63.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.63.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 178 ++++++++++++++++++++++++-------------------------
 2 files changed, 90 insertions(+), 90 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 02cd8404..9c604369 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",
-    "pyrefly==0.62.0",
+    "pyrefly==0.63.0",
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",
diff --git a/uv.lock b/uv.lock
index 5eb09ccd..a2e22eb8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1147,26 +1147,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.3.10"
+version = "0.3.11"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a2/31/3e68cd8f45cb5f3f81009ff42d3a3cde0887b83f214a4eb0ded9ae239cc2/prek-0.3.10.tar.gz", hash = "sha256:f4e9c533612bbaa9f89eca0e80ab6e59a05b0fd15ca7c6642a35bb303731ad6f", size = 425926, upload-time = "2026-04-21T11:29:37.122Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6c/60/5b980c70525ca5f0d17942d8eae13b399051aa384413366fe5df229712ea/prek-0.3.11.tar.gz", hash = "sha256:c4cf77848009503c58d80ff216e32af45b63ea49652bb5546748c1ebfd4d9847", size = 433440, upload-time = "2026-04-27T04:22:59.923Z" }
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 ]
 
 [[package]]
@@ -2172,10 +2172,10 @@ dependencies = [
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 ]
 wheels = [
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+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:eb61804eb9dbe88c5a2a6c4da8dec1d80d2d0a6f18c999c524e32266cb1ebcd3", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:b7d3e295624a28b3b1769228ce1345d94cf4d390dd31136766f76f2d20f718da", upload-time = "2026-03-23T15:36:09Z" },
 ]
 
 [[package]]
@@ -2193,18 +2193,18 @@ dependencies = [
     { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:2e932af123a39137815dfd152c64cc683fa7cbd327c965e807c9728c7aa4971a" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:16c4f11eda096dc377e82238c8ebb26c7013622c0f1b2c4dcf85fc70f96c0ea7" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:34ac55a1f614baca2e0f5cef20ddb36184ee3503423871260e1ddd72caf9cb5f" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:3d30ce3444698807d4b18b199645cd7a95e0b16a4cd0909b8aab47c562a7673a" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:870a97101168d4da68039d3d51f0c781047065e82dc4c19b2eb0ddff08486180" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:050aaf28cff9c2981ec72dc3f9b4ef77bcf9c9c99330ce426cb06c5bb9e6e726" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:78576c8d5a8665de6caaa6e7c3a3fb7caa5dc112032ba60e129a9e78a446a03b" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:78e88d0a57bfadcd17042aa92fe4dd1059e48fcaa2e54a10ac7f438c2eca10d5" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:93144d0997c51b27996c8305df4d9104efb0d38c9a9b6b05c8bc20ebdf7193b5" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:93a11b159613ad920b1d42c4eb4e585f48e5dff895f3e08f517ef482fe84e130" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:99f86ec0a83b9e4b5428a452bf667f99a9ae27d4c32bd4b2081fe917303e7710" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:6139108231a29ffb607931360ee24594553a939467c65530f734a2ed9918f011" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:2e932af123a39137815dfd152c64cc683fa7cbd327c965e807c9728c7aa4971a", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:16c4f11eda096dc377e82238c8ebb26c7013622c0f1b2c4dcf85fc70f96c0ea7", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:34ac55a1f614baca2e0f5cef20ddb36184ee3503423871260e1ddd72caf9cb5f", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:3d30ce3444698807d4b18b199645cd7a95e0b16a4cd0909b8aab47c562a7673a", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:870a97101168d4da68039d3d51f0c781047065e82dc4c19b2eb0ddff08486180", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:050aaf28cff9c2981ec72dc3f9b4ef77bcf9c9c99330ce426cb06c5bb9e6e726", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:78576c8d5a8665de6caaa6e7c3a3fb7caa5dc112032ba60e129a9e78a446a03b", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:78e88d0a57bfadcd17042aa92fe4dd1059e48fcaa2e54a10ac7f438c2eca10d5", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:93144d0997c51b27996c8305df4d9104efb0d38c9a9b6b05c8bc20ebdf7193b5", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:93a11b159613ad920b1d42c4eb4e585f48e5dff895f3e08f517ef482fe84e130", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:99f86ec0a83b9e4b5428a452bf667f99a9ae27d4c32bd4b2081fe917303e7710", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:6139108231a29ffb607931360ee24594553a939467c65530f734a2ed9918f011", upload-time = "2026-03-23T15:36:09Z" },
 ]
 
 [[package]]
@@ -2413,11 +2413,11 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.2" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.10" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.11" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.62.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.63.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
@@ -2425,7 +2425,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.11" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.12" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },

From 7332803b2dd7fad0c697f7b3059d64a79581b314 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Apr 2026 01:21:06 +0000
Subject: [PATCH 532/792] chore(deps): Bump pytest-beartype-tests from
 2026.4.20 to 2026.4.26

Bumps [pytest-beartype-tests](https://github.com/adamtheturtle/pytest-beartype-tests) from 2026.4.20 to 2026.4.26.
- [Release notes](https://github.com/adamtheturtle/pytest-beartype-tests/releases)
- [Changelog](https://github.com/adamtheturtle/pytest-beartype-tests/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/pytest-beartype-tests/compare/2026.04.20...2026.04.26)

---
updated-dependencies:
- dependency-name: pytest-beartype-tests
  dependency-version: 2026.4.26
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 162 ++++++++++++++++++++++++-------------------------
 2 files changed, 82 insertions(+), 82 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 02cd8404..19a1c793 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ optional-dependencies.dev = [
     "pyright==1.1.408",
     "pyroma==5.0.1",
     "pytest==9.0.3",
-    "pytest-beartype-tests==2026.4.20",
+    "pytest-beartype-tests==2026.4.26",
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+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:71676f6a9a84bbd385e010198b51fa1c2324fb8f3c512a32d2c81af65f68f4c9", upload-time = "2026-04-28T00:08:02Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:f8481ea9088e4e5b81178a75aabdbb658bde8639bc1a15fd5d8f930abc966735", upload-time = "2026-04-28T00:08:11Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:7575af4c9f7f7500ed62b1dafeb069aa0ba35b368a5f09793b3976b3d50f4fe4", upload-time = "2026-04-28T00:08:20Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-linux_s390x.whl", hash = "sha256:825f1596878280a3a4c861441674888bc2d792e4ab7b045cb35feeab3f4f5dd7", upload-time = "2026-04-28T00:08:27Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:c8a0bdfb2fd915b6c2cd27c856f63f729c366a4917772eba6b2b02aa3bce70d5", upload-time = "2026-04-28T00:08:36Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:768f22924a25cad2adeb9c6cbac5159e71067c8d4019b1511960d7435a5ca652", upload-time = "2026-04-28T00:08:47Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:6db45e7b2526d996fbf47c3d08737807a60a4e17996a6d91a97027fe260832c8", upload-time = "2026-04-28T00:08:57Z" },
 ]
 
 [[package]]
@@ -2172,10 +2172,10 @@ dependencies = [
     { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:5d63dd43162691258b1b3529b9041bac7d54caa37eae0925f997108268cbf7c4" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:358fc4726d0c08615b6d83b3149854f11efb2a564ed1acb6fce882e151412d23" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:eb61804eb9dbe88c5a2a6c4da8dec1d80d2d0a6f18c999c524e32266cb1ebcd3" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:b7d3e295624a28b3b1769228ce1345d94cf4d390dd31136766f76f2d20f718da" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:5d63dd43162691258b1b3529b9041bac7d54caa37eae0925f997108268cbf7c4", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:358fc4726d0c08615b6d83b3149854f11efb2a564ed1acb6fce882e151412d23", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:eb61804eb9dbe88c5a2a6c4da8dec1d80d2d0a6f18c999c524e32266cb1ebcd3", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:b7d3e295624a28b3b1769228ce1345d94cf4d390dd31136766f76f2d20f718da", upload-time = "2026-03-23T15:36:09Z" },
 ]
 
 [[package]]
@@ -2193,18 +2193,18 @@ dependencies = [
     { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:2e932af123a39137815dfd152c64cc683fa7cbd327c965e807c9728c7aa4971a" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:16c4f11eda096dc377e82238c8ebb26c7013622c0f1b2c4dcf85fc70f96c0ea7" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:34ac55a1f614baca2e0f5cef20ddb36184ee3503423871260e1ddd72caf9cb5f" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:3d30ce3444698807d4b18b199645cd7a95e0b16a4cd0909b8aab47c562a7673a" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:870a97101168d4da68039d3d51f0c781047065e82dc4c19b2eb0ddff08486180" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:050aaf28cff9c2981ec72dc3f9b4ef77bcf9c9c99330ce426cb06c5bb9e6e726" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:78576c8d5a8665de6caaa6e7c3a3fb7caa5dc112032ba60e129a9e78a446a03b" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:78e88d0a57bfadcd17042aa92fe4dd1059e48fcaa2e54a10ac7f438c2eca10d5" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:93144d0997c51b27996c8305df4d9104efb0d38c9a9b6b05c8bc20ebdf7193b5" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:93a11b159613ad920b1d42c4eb4e585f48e5dff895f3e08f517ef482fe84e130" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:99f86ec0a83b9e4b5428a452bf667f99a9ae27d4c32bd4b2081fe917303e7710" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:6139108231a29ffb607931360ee24594553a939467c65530f734a2ed9918f011" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:2e932af123a39137815dfd152c64cc683fa7cbd327c965e807c9728c7aa4971a", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:16c4f11eda096dc377e82238c8ebb26c7013622c0f1b2c4dcf85fc70f96c0ea7", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:34ac55a1f614baca2e0f5cef20ddb36184ee3503423871260e1ddd72caf9cb5f", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:3d30ce3444698807d4b18b199645cd7a95e0b16a4cd0909b8aab47c562a7673a", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:870a97101168d4da68039d3d51f0c781047065e82dc4c19b2eb0ddff08486180", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:050aaf28cff9c2981ec72dc3f9b4ef77bcf9c9c99330ce426cb06c5bb9e6e726", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:78576c8d5a8665de6caaa6e7c3a3fb7caa5dc112032ba60e129a9e78a446a03b", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:78e88d0a57bfadcd17042aa92fe4dd1059e48fcaa2e54a10ac7f438c2eca10d5", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:93144d0997c51b27996c8305df4d9104efb0d38c9a9b6b05c8bc20ebdf7193b5", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:93a11b159613ad920b1d42c4eb4e585f48e5dff895f3e08f517ef482fe84e130", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:99f86ec0a83b9e4b5428a452bf667f99a9ae27d4c32bd4b2081fe917303e7710", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:6139108231a29ffb607931360ee24594553a939467c65530f734a2ed9918f011", upload-time = "2026-03-23T15:36:09Z" },
 ]
 
 [[package]]
@@ -2413,7 +2413,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.2" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.10" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.11" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.1" },
@@ -2421,11 +2421,11 @@ requires-dist = [
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.408" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
-    { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.20" },
+    { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.26" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.11" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.12" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },

From c8ad6f1b9cf465852aecac93fecf0060371be893 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Apr 2026 01:21:15 +0000
Subject: [PATCH 533/792] chore(deps-dev): Bump pyright from 1.1.408 to 1.1.409

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.408 to 1.1.409.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.408...v1.1.409)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.409
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 85838822..027ee542 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",
     "pyrefly==0.63.0",
-    "pyright==1.1.408",
+    "pyright==1.1.409",
     "pyroma==5.0.1",
     "pytest==9.0.3",
     "pytest-beartype-tests==2026.4.26",

From 778e9c25d771300855f45bb8be595034fd98f4f2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Apr 2026 22:23:26 +0000
Subject: [PATCH 534/792] chore(deps-dev): Bump ty from 0.0.32 to 0.0.33

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.32 to 0.0.33.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.32...0.0.33)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.33
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 027ee542..8e9a84a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.32",
+    "ty==0.0.33",
     "types-pyyaml==6.0.12.20260408",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 09b6f8d6160b22c51035910e6b2491d70d5545a0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 29 Apr 2026 22:23:28 +0000
Subject: [PATCH 535/792] chore(deps-dev): Bump pyrefly from 0.63.0 to 0.63.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.63.0 to 0.63.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.63.0...0.63.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.63.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8e9a84a8..aa851def 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.1",
-    "pyrefly==0.63.0",
+    "pyrefly==0.63.1",
     "pyright==1.1.409",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From c0030d94bca2467a473af335174b62aaac55c028 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 2 May 2026 01:47:27 +0000
Subject: [PATCH 536/792] chore(deps-dev): Bump ty from 0.0.33 to 0.0.34

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.33 to 0.0.34.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.33...0.0.34)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.34
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index aa851def..3dab2419 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.33",
+    "ty==0.0.34",
     "types-pyyaml==6.0.12.20260408",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 367c3eda2c08ae46a3908e0ce7ff933f32d1f58d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 May 2026 01:44:34 +0000
Subject: [PATCH 537/792] chore(deps-dev): Bump pyproject-fmt from 2.21.1 to
 2.21.2

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.21.1 to 2.21.2.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.21.1...pyproject-fmt/2.21.2)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.21.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3dab2419..9355001f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.3.11",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.21.1",
+    "pyproject-fmt==2.21.2",
     "pyrefly==0.63.1",
     "pyright==1.1.409",
     "pyroma==5.0.1",

From 5dbe10ec035c70b43954a76b051527a42e185790 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 5 May 2026 22:23:34 +0000
Subject: [PATCH 538/792] chore(deps-dev): Bump prek from 0.3.11 to 0.3.13

Bumps [prek](https://github.com/j178/prek) from 0.3.11 to 0.3.13.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.11...v0.3.13)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9355001f..6a74d8e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==1.20.2",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.11",
+    "prek==0.3.13",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",

From 9ca2ffc4b99b0dee4a6216b6e7b8cd3e94635592 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 6 May 2026 19:40:02 +0100
Subject: [PATCH 539/792] ci: bump astral-sh/setup-uv from v7 to v8.1.0

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 .github/workflows/ci.yml      |   2 +-
 .github/workflows/lint.yml    |   2 +-
 .github/workflows/release.yml |   2 +-
 uv.lock                       | 147 +++++++++++++++++++---------------
 4 files changed, 85 insertions(+), 68 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 709ea283..7719d0b7 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -27,7 +27,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@v7
+        uses: astral-sh/setup-uv@v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 3ff5611d..9ca08a1d 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -33,7 +33,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v7
+        uses: astral-sh/setup-uv@v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b0d83f3e..0abd7187 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -38,7 +38,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v7
+        uses: astral-sh/setup-uv@v8.1.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/uv.lock b/uv.lock
index ebe40dc9..a6b46f6d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1147,26 +1147,26 @@ wheels = [
 
 [[package]]
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+version = "0.3.13"
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 [[package]]
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From 67cfdf842ce91e828c199f112c640ebcb6e5a680 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 6 May 2026 22:23:16 +0000
Subject: [PATCH 540/792] chore(deps-dev): Bump mypy from 1.20.2 to 2.0.0

Bumps [mypy](https://github.com/python/mypy) from 1.20.2 to 2.0.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.20.2...v2.0.0)

---
updated-dependencies:
- dependency-name: mypy
  dependency-version: 2.0.0
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6a74d8e3..ddb47a9a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.20.2",
+    "mypy[faster-cache]==2.0.0",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.13",
     "pydocstringformatter==0.7.5",

From cfb38c1d59c2b49ead509a2bfe74cf8f040c2418 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 6 May 2026 22:23:38 +0000
Subject: [PATCH 541/792] chore(deps-dev): Bump pyrefly from 0.63.1 to 0.64.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.63.1 to 0.64.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.63.1...0.64.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.64.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6a74d8e3..7f9cd475 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",
-    "pyrefly==0.63.1",
+    "pyrefly==0.64.0",
     "pyright==1.1.409",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From 2efbe01b4b30f0982be0036794320cb402d9fff7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 6 May 2026 22:27:59 +0000
Subject: [PATCH 542/792] chore(deps): Bump mypy[faster-cache] from 1.20.2 to
 2.0.0

Bumps [mypy[faster-cache]](https://github.com/python/mypy) from 1.20.2 to 2.0.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.20.2...v2.0.0)

---
updated-dependencies:
- dependency-name: mypy[faster-cache]
  dependency-version: 2.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 177 ++++++++++++++++++++++++++++++-------------------
 2 files changed, 109 insertions(+), 70 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 6a74d8e3..ddb47a9a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==1.20.2",
+    "mypy[faster-cache]==2.0.0",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.13",
     "pydocstringformatter==0.7.5",
diff --git a/uv.lock b/uv.lock
index a6b46f6d..197861dc 100644
--- a/uv.lock
+++ b/uv.lock
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 ]
 
 [package.optional-dependencies]
@@ -2428,7 +2467,7 @@ requires-dist = [
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
-    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==1.20.2" },
+    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.0.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.3.13" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },

From ef88e9b14f1d78bd49687439ba8ab660c13565d7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 7 May 2026 22:23:29 +0000
Subject: [PATCH 543/792] chore(deps-dev): Bump doccmd from 2026.3.26.2 to
 2026.5.6

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.3.26.2 to 2026.5.6.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.03.26.2...2026.05.06)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.5.6
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d6dc87b6..cc006bab 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.3.26.2",
+    "doccmd==2026.5.6",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 930baf8061c8f09234b1f2aa6d406a79439e5eeb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 8 May 2026 22:23:57 +0000
Subject: [PATCH 544/792] chore(deps-dev): Bump types-pyyaml

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20260408 to 6.0.12.20260508.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260508
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cc006bab..a4537f9b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.34",
-    "types-pyyaml==6.0.12.20260408",
+    "types-pyyaml==6.0.12.20260508",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",

From 9513dc154fe136ec2e805c58c78cb9572f91d32c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 8 May 2026 22:24:02 +0000
Subject: [PATCH 545/792] chore(deps-dev): Bump pyrefly from 0.64.0 to 0.64.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.64.0 to 0.64.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.64.0...0.64.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 0.64.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cc006bab..b6ce98fd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",
-    "pyrefly==0.64.0",
+    "pyrefly==0.64.1",
     "pyright==1.1.409",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From 02b47b807a43cdfd2e377249089a84eeeebdc716 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 11 May 2026 17:19:15 +0000
Subject: [PATCH 546/792] chore(deps): Bump urllib3 from 2.6.3 to 2.7.0

Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.3 to 2.7.0.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/2.6.3...2.7.0)

---
updated-dependencies:
- dependency-name: urllib3
  dependency-version: 2.7.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 53 ++++++++++++++++++++++++++---------------------------
 1 file changed, 26 insertions(+), 27 deletions(-)

diff --git a/uv.lock b/uv.lock
index 197861dc..bf72ca04 100644
--- a/uv.lock
+++ b/uv.lock
@@ -410,7 +410,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.3.26.2"
+version = "2026.5.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -423,9 +423,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
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@@ -2461,7 +2460,7 @@ requires-dist = [
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     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
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-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.3.26.2" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.5.6" },
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@@ -2473,7 +2472,7 @@ requires-dist = [
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     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
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-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.63.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.64.1" },
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     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
@@ -2496,7 +2495,7 @@ requires-dist = [
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     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.34" },
-    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260408" },
+    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260508" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
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From 5f1cc85ccf80b06c0b45d57138081b330de6d01d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 May 2026 04:30:34 +0000
Subject: [PATCH 547/792] chore(deps-dev): Bump mypy from 2.0.0 to 2.1.0

Bumps [mypy](https://github.com/python/mypy) from 2.0.0 to 2.1.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v2.0.0...v2.1.0)

---
updated-dependencies:
- dependency-name: mypy
  dependency-version: 2.1.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce9fe640..bc2cbd69 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==2.0.0",
+    "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.1.12",
     "prek==0.3.13",
     "pydocstringformatter==0.7.5",

From 44db24420e3d5102bb7bf8c410b5313688bf948b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 May 2026 04:31:05 +0000
Subject: [PATCH 548/792] chore(deps-dev): Bump ty from 0.0.34 to 0.0.35

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.34 to 0.0.35.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.34...0.0.35)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.35
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce9fe640..cb5cacf3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.34",
+    "ty==0.0.35",
     "types-pyyaml==6.0.12.20260508",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From ce17429fa0b699a68f9b1ed62d58eae2bcb2ac79 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 May 2026 04:35:41 +0000
Subject: [PATCH 549/792] chore(deps): Bump ty from 0.0.34 to 0.0.35

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.34 to 0.0.35.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.34...0.0.35)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.35
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 43 ++++++++++++++++++++++---------------------
 2 files changed, 23 insertions(+), 22 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index ce9fe640..cb5cacf3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.34",
+    "ty==0.0.35",
     "types-pyyaml==6.0.12.20260508",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index bf72ca04..ad12bb6e 100644
--- a/uv.lock
+++ b/uv.lock
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 ]
 
 [[package]]
@@ -2494,7 +2495,7 @@ requires-dist = [
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.34" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.35" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260508" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 79978b6f5a9ac07e095b32e95418d62d132f0f6a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 12 May 2026 04:36:31 +0000
Subject: [PATCH 550/792] chore(deps-dev): Bump types-pyyaml

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20260508 to 6.0.12.20260510.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260510
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index ed90382a..d0f52b78 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.35",
-    "types-pyyaml==6.0.12.20260508",
+    "types-pyyaml==6.0.12.20260510",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",

From 8ac7bd8fa6d164adc2e429a761f697ea6309b7a2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 13 May 2026 00:38:44 +0000
Subject: [PATCH 551/792] chore(deps-dev): Bump pyrefly from 0.64.1 to 1.0.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.64.1 to 1.0.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.64.1...1.0.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.0.0
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d0f52b78..a5f48bf2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",
-    "pyrefly==0.64.1",
+    "pyrefly==1.0.0",
     "pyright==1.1.409",
     "pyroma==5.0.1",
     "pytest==9.0.3",

From ba8358400e13c1d4a61296dad67880808734cfed Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 13 May 2026 00:40:07 +0000
Subject: [PATCH 552/792] chore(deps): Bump pyrefly from 0.64.1 to 1.0.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 0.64.1 to 1.0.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/0.64.1...1.0.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 170 ++++++++++++++++++++++++-------------------------
 2 files changed, 86 insertions(+), 86 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d0f52b78..a5f48bf2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
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     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",
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diff --git a/uv.lock b/uv.lock
index ad12bb6e..88759e3e 100644
--- a/uv.lock
+++ b/uv.lock
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@@ -2467,13 +2467,13 @@ requires-dist = [
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-    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.0.0" },
+    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.1.0" },
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-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==0.64.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.0.0" },
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     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
@@ -2496,7 +2496,7 @@ requires-dist = [
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-    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260508" },
+    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260510" },
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From 8909f5966503f5b96c62654fcb890ee1d4eb0652 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 13 May 2026 22:22:49 +0000
Subject: [PATCH 553/792] chore(deps-dev): Bump shfmt-py from 3.12.0.2 to 4.0.0

Bumps [shfmt-py](https://github.com/maxwinterstein/shfmt-py) from 3.12.0.2 to 4.0.0.
- [Release notes](https://github.com/maxwinterstein/shfmt-py/releases)
- [Commits](https://github.com/maxwinterstein/shfmt-py/commits/v4.0.0)

---
updated-dependencies:
- dependency-name: shfmt-py
  dependency-version: 4.0.0
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a5f48bf2..87ba1266 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,7 +66,7 @@ optional-dependencies.dev = [
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.
     "shellcheck-py==0.11.0.1",
-    "shfmt-py==3.12.0.2",
+    "shfmt-py==4.0.0",
     "sphinx==9.1.0",
     "sphinx-click==6.2.0",
     "sphinx-copybutton==0.5.2",

From e663dcd570f322c9756480fe465aeab54cb50fd9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 13 May 2026 22:25:22 +0000
Subject: [PATCH 554/792] chore(deps): Bump torch from 2.11.0 to 2.12.0

Bumps [torch](https://github.com/pytorch/pytorch) from 2.11.0 to 2.12.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/compare/v2.11.0...v2.12.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.12.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 109 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 55 insertions(+), 54 deletions(-)

diff --git a/uv.lock b/uv.lock
index 88759e3e..266b923d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1149,8 +1149,8 @@ name = "piq"
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     { name = "types-pyyaml" },
     { name = "vulture" },
@@ -2540,11 +2541,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchmetrics" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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+    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From a671c6064794fe76e6cf377912c8e7e917fcb8f9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 13 May 2026 22:26:21 +0000
Subject: [PATCH 555/792] chore(deps): Bump torchvision from 0.26.0 to 0.27.0

Bumps [torchvision](https://github.com/pytorch/vision) from 0.26.0 to 0.27.0.
- [Release notes](https://github.com/pytorch/vision/releases)
- [Commits](https://github.com/pytorch/vision/compare/v0.26.0...v0.27.0)

---
updated-dependencies:
- dependency-name: torchvision
  dependency-version: 0.27.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 109 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 55 insertions(+), 54 deletions(-)

diff --git a/uv.lock b/uv.lock
index 88759e3e..266b923d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1149,8 +1149,8 @@ name = "piq"
 version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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+    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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 wheels = [
@@ -2140,7 +2140,7 @@ wheels = [
 
 [[package]]
 name = "torch"
-version = "2.11.0"
+version = "2.12.0"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
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@@ -2155,15 +2155,15 @@ dependencies = [
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 ]
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+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f7dfae4a519197dfa050e98d8e36378a0fb5899625a875c2b54445005a2e404e", upload-time = "2026-05-12T16:20:26Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:b4556715c8572758625d62b6e0ae3b1f76c440221913a6fb5e100f321fb4fb02", upload-time = "2026-05-12T16:20:31Z" },
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 [[package]]
@@ -2206,8 +2207,8 @@ dependencies = [
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     { name = "numpy" },
     { name = "packaging" },
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+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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@@ -2216,7 +2217,7 @@ wheels = [
 
 [[package]]
 name = "torchvision"
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+version = "0.27.0"
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-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:b7d3e295624a28b3b1769228ce1345d94cf4d390dd31136766f76f2d20f718da", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:41d6dae73e1af09fa82ded597ae57f2a2314285acde54b25890a8f8e51b999d7", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:c5121f1b9ab09a7f73e837871deb8321551f7eaeb19d87aa00de9191968eae44", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:c1fac0fc2a7adf29481fc1938a0e7845c57ba1147a986784109c4d98f434ea8c", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:2c4099a15150143b9b034730b404a56d572efe0b79489b4c765d929cb4eac7f3", upload-time = "2026-05-12T16:20:37Z" },
 ]
 
 [[package]]
 name = "torchvision"
-version = "0.26.0+cpu"
+version = "0.27.0+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version >= '3.15' and sys_platform != 'darwin'",
@@ -2245,21 +2246,21 @@ resolution-markers = [
 dependencies = [
     { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:2e932af123a39137815dfd152c64cc683fa7cbd327c965e807c9728c7aa4971a", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:16c4f11eda096dc377e82238c8ebb26c7013622c0f1b2c4dcf85fc70f96c0ea7", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:34ac55a1f614baca2e0f5cef20ddb36184ee3503423871260e1ddd72caf9cb5f", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:3d30ce3444698807d4b18b199645cd7a95e0b16a4cd0909b8aab47c562a7673a", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:870a97101168d4da68039d3d51f0c781047065e82dc4c19b2eb0ddff08486180", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:050aaf28cff9c2981ec72dc3f9b4ef77bcf9c9c99330ce426cb06c5bb9e6e726", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:78576c8d5a8665de6caaa6e7c3a3fb7caa5dc112032ba60e129a9e78a446a03b", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:78e88d0a57bfadcd17042aa92fe4dd1059e48fcaa2e54a10ac7f438c2eca10d5", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:93144d0997c51b27996c8305df4d9104efb0d38c9a9b6b05c8bc20ebdf7193b5", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:93a11b159613ad920b1d42c4eb4e585f48e5dff895f3e08f517ef482fe84e130", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:99f86ec0a83b9e4b5428a452bf667f99a9ae27d4c32bd4b2081fe917303e7710", upload-time = "2026-03-23T15:36:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.26.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:6139108231a29ffb607931360ee24594553a939467c65530f734a2ed9918f011", upload-time = "2026-03-23T15:36:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:69093b64b2762c43df17be2db2be163029963d90bc3f1801500fdeb723e54833", upload-time = "2026-05-12T16:20:36Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:ba77816bbde883c0c2075a1e284cf2e6f324472d4523442f5e3ae0812a98ae1e", upload-time = "2026-05-12T16:20:36Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:159c7d32de5256ed946b4188335b00d11e0c3f7838998f94eaa98384b0249600", upload-time = "2026-05-12T16:20:36Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:1777906f08c75be6daf9a11946894b63ef368951e7aa52da83f8bfc824856123", upload-time = "2026-05-12T16:20:36Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:4388677d0903db4892587d5c87ab6f6cb31d19bac4838e083db022682036e152", upload-time = "2026-05-12T16:20:36Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:1d38651bd624dbbaf5ad77ccac93a60b16fc81f1ccacf2f5268bbc0dd2e7e1d7", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:c7e3c5662278ab5d64d150cc17694060e9ce5875b8739094dadf07a4ba45b90e", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:1417b91354698b045a4127cf7108b1dc8af1351a3002ecc5661c3ca69df577d4", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:58759994610e69773b1d7b038dfb2c72e8bf237fb3ba765f2ab1d6af7835dd88", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:4d2effc9740e711ea9b2db99e8874977eb6a3baa8b830b8a7416b2fde416de64", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:ae89bf1a81f3c7fdd222fbbddd8135a054d24ddd13f3b410e4f96d75f72952df", upload-time = "2026-05-12T16:20:37Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:c8b3c995d4294551b5ab33cbcf60d700819dc23d53b21a9c74936e521c88de33", upload-time = "2026-05-12T16:20:37Z" },
 ]
 
 [[package]]
@@ -2435,10 +2436,10 @@ dev = [
     { name = "sphinx-pyproject" },
     { name = "sphinx-substitution-extensions" },
     { name = "sphinxcontrib-spelling" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "ty" },
     { name = "types-pyyaml" },
     { name = "vulture" },
@@ -2540,11 +2541,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchmetrics" },
-    { name = "torchvision", version = "0.26.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.26.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From 4e8a0c11d05660483f216850d2b99f7d3b23dd1a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 14 May 2026 22:23:14 +0000
Subject: [PATCH 556/792] chore(deps-dev): Bump ruff from 0.15.12 to 0.15.13

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.12 to 0.15.13.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.12...0.15.13)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 87ba1266..6b37342a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.12",
+    "ruff==0.15.13",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 7165a66665d2a2547888be0c0a8e8a62e86db3b4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 14 May 2026 22:23:36 +0000
Subject: [PATCH 557/792] chore(deps-dev): Bump zizmor from 1.24.1 to 1.25.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.24.1 to 1.25.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.24.1...v1.25.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.25.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 87ba1266..2fab9216 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.24.1",
+    "zizmor==1.25.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 9c3b2882cb35ea708cf349fc4e9694bbf136238a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 14 May 2026 22:24:20 +0000
Subject: [PATCH 558/792] chore(deps-dev): Bump prek from 0.3.13 to 0.4.0

Bumps [prek](https://github.com/j178/prek) from 0.3.13 to 0.4.0.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.13...v0.4.0)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 87ba1266..dc4a911a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.3.13",
+    "prek==0.4.0",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",

From fc8943a3d6e1205118de94e8f6afb15b667b6b70 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 14 May 2026 22:27:39 +0000
Subject: [PATCH 559/792] chore(deps): Bump zizmor from 1.24.1 to 1.25.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.24.1 to 1.25.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.24.1...v1.25.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.25.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 43 +++++++++++++++++++++++++------------------
 2 files changed, 26 insertions(+), 19 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 87ba1266..2fab9216 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.24.1",
+    "zizmor==1.25.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
diff --git a/uv.lock b/uv.lock
index 266b923d..e037f46f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1812,9 +1812,16 @@ wheels = [
 
 [[package]]
 name = "shfmt-py"
-version = "3.12.0.2"
+version = "4.0.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/af/d9/a1ea26749bd19467e9fbfe7b34e6c8df517e01de4028a45b954eebe8c03b/shfmt_py-3.12.0.2.tar.gz", hash = "sha256:6a0dc675b37d000eb236609cf15aedd9e7a538927ea02c57b617908b6f237e9c", size = 4467, upload-time = "2025-07-08T06:54:40.396Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/06/d5/c2ad5c6593a34da7344cf39bde65763e8cda752589074ba1619e55b317ad/shfmt_py-4.0.0.tar.gz", hash = "sha256:1e5fdacf40aabaa77a97639d52a6220df0893b46658d82b7f136f4e66e2b2fb0", size = 11947, upload-time = "2026-05-13T09:25:50.153Z" }
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+]
 
 [[package]]
 name = "six"
@@ -2485,7 +2492,7 @@ requires-dist = [
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     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
-    { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==3.12.0.2" },
+    { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },
     { name = "sphinx", marker = "extra == 'dev'", specifier = "==9.1.0" },
     { name = "sphinx-click", marker = "extra == 'dev'", specifier = "==6.2.0" },
     { name = "sphinx-copybutton", marker = "extra == 'dev'", specifier = "==0.5.2" },
@@ -2503,7 +2510,7 @@ requires-dist = [
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     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
-    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.24.1" },
+    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.25.0" },
 ]
 provides-extras = ["dev", "release"]
 
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From 740d3ad9c9db0e70e19038795d6f476d85a903b7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 15 May 2026 22:23:58 +0000
Subject: [PATCH 560/792] chore(deps-dev): Bump zizmor from 1.25.0 to 1.25.1

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.25.0 to 1.25.1.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.25.0...v1.25.1)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.25.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8cac9029..059fdfe6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.25.0",
+    "zizmor==1.25.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 5507b601f4fe6a7402d79ff5da8f5e12c9bc067a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 15 May 2026 22:24:24 +0000
Subject: [PATCH 561/792] chore(deps-dev): Bump ty from 0.0.35 to 0.0.36

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.35 to 0.0.36.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.35...0.0.36)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.36
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8cac9029..54888928 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ optional-dependencies.dev = [
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.35",
+    "ty==0.0.36",
     "types-pyyaml==6.0.12.20260510",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 6f8e773efce7660afd7ac19f00ce3bb4e40a50a2 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Mon, 18 May 2026 16:08:18 +0100
Subject: [PATCH 562/792] Add strict-kwargs pre-commit hook in fix mode (#2215)

* Add strict-kwargs as a local pre-commit hook (dev dependency)

* Fix strict-kwargs dev dependency alphabetical order

* [pre-commit.ci lite] apply automatic fixes

* Fix strict-kwargs dev dependency alphabetical order

* Fix malformed dev dependencies list in pyproject.toml

* [pre-commit.ci lite] apply automatic fixes

* Bump strict-kwargs to 2026.5.18.post1 and revert Python changes

* [pre-commit.ci lite] apply automatic fixes

---------

Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml |  11 +++
 pyproject.toml          |   1 +
 uv.lock                 | 171 ++++++++++++++++++++++------------------
 3 files changed, 105 insertions(+), 78 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9c436259..98277b60 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -38,6 +38,7 @@ ci:
     - shfmt-docs
     - spelling
     - sphinx-lint
+    - strict-kwargs-fix
     - vulture
     - vulture-docs
     - yamlfix
@@ -320,6 +321,16 @@ repos:
           - *uv_version
         stages: [pre-commit]
 
+      - id: strict-kwargs-fix
+        name: strict-kwargs
+        entry: uv run --extra=dev strict-kwargs fix
+        language: python
+        types_or: [python]
+        additional_dependencies:
+          - *uv_version
+        stages: [pre-commit]
+        require_serial: true
+
       - id: interrogate-docs
         name: interrogate docs
         entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
diff --git a/pyproject.toml b/pyproject.toml
index 907316af..dbcbca46 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,6 +78,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
+    "strict-kwargs==2026.5.18.post1",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.36",
diff --git a/uv.lock b/uv.lock
index e037f46f..b0fb3f7e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1186,26 +1186,26 @@ wheels = [
 
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     { name = "sphinxcontrib-spelling" },
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From 43adecc9d04acfa80bc24f872e80898fd1f7aecf Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 May 2026 07:42:07 +0000
Subject: [PATCH 563/792] chore(deps-dev): Bump zizmor from 1.25.1 to 1.25.2

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.25.1 to 1.25.2.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.25.1...v1.25.2)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.25.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dbcbca46..8739ee91 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -87,7 +87,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.25.1",
+    "zizmor==1.25.2",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 477c18722622529f4f6949230ced9cfe7ccfc8a9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 May 2026 07:42:21 +0000
Subject: [PATCH 564/792] chore(deps-dev): Bump strict-kwargs

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.5.18.post1 to 2026.5.18.post4.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.5.18-post.1...2026.5.18-post.4)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.5.18.post4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dbcbca46..4c1c4afb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.18.post1",
+    "strict-kwargs==2026.5.18.post4",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.36",

From 033821ab5428ae557f370aa39d704d1a4e2bac84 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 May 2026 07:42:37 +0000
Subject: [PATCH 565/792] chore(deps-dev): Bump ty from 0.0.36 to 0.0.37

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.36 to 0.0.37.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.36...0.0.37)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.37
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dbcbca46..c21b244e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     "strict-kwargs==2026.5.18.post1",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.36",
+    "ty==0.0.37",
     "types-pyyaml==6.0.12.20260510",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 7704c65e3245afca4df400bfe4d80eafbeb8ab00 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 May 2026 07:43:04 +0000
Subject: [PATCH 566/792] chore(deps-dev): Bump doccmd from 2026.5.6 to
 2026.5.16

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.5.6 to 2026.5.16.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.05.06...2026.05.16)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.5.16
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dbcbca46..be5c558a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.5.6",
+    "doccmd==2026.5.16",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From e9fbb2e73a34755a672f414c45e084ef36c3924f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 May 2026 07:48:36 +0000
Subject: [PATCH 567/792] chore(deps-dev): Bump types-pyyaml

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20260510 to 6.0.12.20260518.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260518
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d51b43dd..99bfa2a9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.37",
-    "types-pyyaml==6.0.12.20260510",
+    "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",

From b398ded1676e3915f548bb91e0dee29bd65c2bee Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 May 2026 07:48:47 +0000
Subject: [PATCH 568/792] chore(deps): Bump types-pyyaml from 6.0.12.20260510
 to 6.0.12.20260518

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20260510 to 6.0.12.20260518.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260518
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 100 ++++++++++++++++++++++++-------------------------
 2 files changed, 51 insertions(+), 51 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d51b43dd..99bfa2a9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.37",
-    "types-pyyaml==6.0.12.20260510",
+    "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
diff --git a/uv.lock b/uv.lock
index b0fb3f7e..ba89cf65 100644
--- a/uv.lock
+++ b/uv.lock
@@ -410,7 +410,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.5.6"
+version = "2026.5.16"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
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+    { url = "https://files.pythonhosted.org/packages/b5/3f/dcb85fb9a0d87794847f9043f9db9bb4d274cf4b8077604bc13850c8fdb4/zizmor-1.25.2-py3-none-win32.whl", hash = "sha256:aa9f4c43b499c55339c3ef2e885133c5017cd9a18d76d9335541203cfa5ae1e7", size = 7548509, upload-time = "2026-05-16T06:28:28.828Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/81/1cb088098bd53f9b910098b0c19d06dc587acf328a170ef8afd1cd93b482/zizmor-1.25.2-py3-none-win_amd64.whl", hash = "sha256:af55bd9bd119ea8cbce2a7addc3922503019de32c1fe31106d70b3dc77d77908", size = 8609822, upload-time = "2026-05-16T06:28:48.078Z" },
 ]

From 75542742b6a76b20b9eff22a59aded8cb96cb695 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 19 May 2026 12:15:15 +0100
Subject: [PATCH 569/792] Enable mypy parallel workers in pre-commit (#2185)

* Enable mypy parallel workers in pre-commit

Co-authored-by: Cursor <cursoragent@cursor.com>

* Update mypy pre-commit hooks to use fixed worker flag.

Align mypy and mypy-docs entries with inline --num-workers=4 usage and remove the example-workers variant.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Avoid pre-commit-lite autofix conflicts on pull requests.

Skip the pre-commit-ci lite-action during PR runs so lint checks don't fail on stale cherry-pick conflicts, while preserving autofix behavior on push workflows.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Remove unrelated lint workflow change

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 .pre-commit-config.yaml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 98277b60..8c3a39ec 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -185,20 +185,22 @@ repos:
       - id: mypy
         name: mypy
         stages: [pre-push]
-        entry: uv run --extra=dev -m mypy
+        entry: uv run --extra=dev -m mypy --num-workers=4
         language: python
         types_or: [python, toml]
         pass_filenames: false
         additional_dependencies:
           - *uv_version
 
-      # We do not use --example-workers 0 due to https://github.com/python/mypy/issues/18283
       - id: mypy-docs
         name: mypy-docs
         stages: [pre-push]
-        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="mypy"
+        entry: uv run --extra=dev doccmd --no-write-to-file --language=python --command="mypy
+          --num-workers=4"
         language: python
         types_or: [markdown, rst]
+        additional_dependencies:
+          - *uv_version
 
       - id: check-manifest
         name: check-manifest

From 9c8105c408b3c9f1c3a49e8a46341ae546c006cf Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 19 May 2026 12:26:11 +0100
Subject: [PATCH 570/792] Fix click 8.4 dependency update

---
 pyproject.toml             |  4 ++--
 tests/test_vws_commands.py |  8 ++++----
 uv.lock                    | 16 ++++++++--------
 3 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 99bfa2a9..0ac5c7f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.9",
-    "click==8.3.3",
+    "click==8.4.0",
     "pyyaml==6.0.3",
     "vws-python==2026.2.25.1",
 ]
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.5.16",
+    "doccmd==2026.5.19",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
diff --git a/tests/test_vws_commands.py b/tests/test_vws_commands.py
index 7c92a8dd..2b21a34f 100644
--- a/tests/test_vws_commands.py
+++ b/tests/test_vws_commands.py
@@ -554,7 +554,7 @@ def test_image_file_does_not_exist(
         expected_stderr = dedent(
             text=f"""\
             Usage: vws add-target [OPTIONS]
-            Try 'vws add-target -h' for help.
+            Try 'vws add-target --help' for help.
 
             Error: Invalid value for '--image': File '{does_not_exist_file}' does not exist.
             """,
@@ -598,7 +598,7 @@ def test_image_file_is_dir(
         expected_stderr = dedent(
             text=f"""\
             Usage: vws add-target [OPTIONS]
-            Try 'vws add-target -h' for help.
+            Try 'vws add-target --help' for help.
 
             Error: Invalid value for '--image': File '{tmp_path}' is a directory.
             """,
@@ -1233,7 +1233,7 @@ def test_image_file_does_not_exist(
         expected_stderr = dedent(
             text=f"""\
             Usage: vws update-target [OPTIONS]
-            Try 'vws update-target -h' for help.
+            Try 'vws update-target --help' for help.
 
             Error: Invalid value for '--image': File '{does_not_exist_file}' does not exist.
             """,
@@ -1285,7 +1285,7 @@ def test_image_file_is_dir(
         expected_stderr = dedent(
             text=f"""\
             Usage: vws update-target [OPTIONS]
-            Try 'vws update-target -h' for help.
+            Try 'vws update-target --help' for help.
 
             Error: Invalid value for '--image': File '{tmp_path}' is a directory.
             """,
diff --git a/uv.lock b/uv.lock
index ba89cf65..2a1d9895 100644
--- a/uv.lock
+++ b/uv.lock
@@ -247,14 +247,14 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.3.3"
+version = "8.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/bb/63/f9e1ea081ce35720d8b92acde70daaedace594dc93b693c869e0d5910718/click-8.3.3.tar.gz", hash = "sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2", size = 328061, upload-time = "2026-04-22T15:11:27.506Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/23/e4/796662cd90cf80e3a363c99db2b88e0e394b988a575f60a17e16440cd011/click-8.4.0.tar.gz", hash = "sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973", size = 350843, upload-time = "2026-05-17T00:47:58.425Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ae/44/c1221527f6a71a01ec6fbad7fa78f1d50dfa02217385cf0fa3eec7087d59/click-8.3.3-py3-none-any.whl", hash = "sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613", size = 110502, upload-time = "2026-04-22T15:11:25.044Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/ae/8e92f8058baf87f6c7d86ee7e457668690195cc77efedb8d3797a06e3940/click-8.4.0-py3-none-any.whl", hash = "sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81", size = 116147, upload-time = "2026-05-17T00:47:56.842Z" },
 ]
 
 [[package]]
@@ -410,7 +410,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.5.16"
+version = "2026.5.19"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -423,9 +423,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/15/e5/567d5a5cf549de53b66b296a4330c7b3728790e37942a5e1adb171d4c12d/doccmd-2026.5.16.tar.gz", hash = "sha256:85a9fc3f8b016a7818f0d05e93900f1c44ebfef418cd559f2aec3e0437925615", size = 191828, upload-time = "2026-05-16T07:58:44.057Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/01/72/cc62f14a3dc6f1151f9ac64e657dc36674e6d297be630775f6b51ffcfe47/doccmd-2026.5.19.tar.gz", hash = "sha256:3ba7f324fa329744109677737814233b9fde666e25929f24bf321a582162f2e7", size = 192425, upload-time = "2026-05-19T11:13:36.194Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9e/de/07e81c13e84a31e613ebe0b8a6c5ff3869d87d6da7a185cf92f78e83d69d/doccmd-2026.5.16-py2.py3-none-any.whl", hash = "sha256:a50018daf5d5ecd35691b417034c73413fd9908b64f9c36da9423876e88cb3ee", size = 22597, upload-time = "2026-05-16T07:58:42.074Z" },
+    { url = "https://files.pythonhosted.org/packages/65/40/49087a337292f0775d8327f339509044414ab4e0295aa2c47422633a1470/doccmd-2026.5.19-py2.py3-none-any.whl", hash = "sha256:6778d2cb16273b9d1c74a27c599970bb4bb9f3570d76ae6ddbc2ea33f3f80fb7", size = 22785, upload-time = "2026-05-19T11:13:33.952Z" },
 ]
 
 [[package]]
@@ -2480,10 +2480,10 @@ requires-dist = [
     { name = "beartype", specifier = "==0.22.9" },
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
-    { name = "click", specifier = "==8.3.3" },
+    { name = "click", specifier = "==8.4.0" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.5.16" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.5.19" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },

From a24f6c8217ce25f906ce67995208b98711ab6bf0 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 19 May 2026 13:52:58 +0100
Subject: [PATCH 571/792] Bump strict-kwargs and use diff mode

---
 .pre-commit-config.yaml |  2 +-
 pyproject.toml          |  2 +-
 uv.lock                 | 10 +++++-----
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8c3a39ec..ddce6857 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -325,7 +325,7 @@ repos:
 
       - id: strict-kwargs-fix
         name: strict-kwargs
-        entry: uv run --extra=dev strict-kwargs fix
+        entry: uv run --extra=dev strict-kwargs fix --diff
         language: python
         types_or: [python]
         additional_dependencies:
diff --git a/pyproject.toml b/pyproject.toml
index 0ac5c7f8..06f48e44 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.18.post4",
+    "strict-kwargs==2026.5.19.post1",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.37",
diff --git a/uv.lock b/uv.lock
index 2a1d9895..01c35b29 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2048,15 +2048,15 @@ wheels = [
 
 [[package]]
 name = "strict-kwargs"
-version = "2026.5.18.post4"
+version = "2026.5.19.post1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "ty" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3e/12/2dc70606027ac4debeeec02102759e2e494520b78b45b1c9ae2bc608d03d/strict_kwargs-2026.5.18.post4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:fa0e874e9b73851aebebaa5871de53d97e0210b81c73537c1fc3ec6e3c68e40a", size = 2210027, upload-time = "2026-05-18T21:13:41.002Z" },
-    { url = "https://files.pythonhosted.org/packages/bb/23/e4949435a7b794a638837ddf9d20560304887d00f295286de64fed62b026/strict_kwargs-2026.5.18.post4-py3-none-manylinux_2_39_x86_64.whl", hash = "sha256:dd82a6455b1b5d28f88aa7c1d9547670ccadb6f57e15de024756ef8fa422affb", size = 2324502, upload-time = "2026-05-18T21:13:42.788Z" },
-    { url = "https://files.pythonhosted.org/packages/51/d4/bab728350e21df10e1994fc620fb68b64d02695d81e4384e5106f45e18c3/strict_kwargs-2026.5.18.post4-py3-none-win_amd64.whl", hash = "sha256:d2476e6f82a94fd54ae8c1a470504822a838046dae3f49695375b772b23eaee8", size = 2095645, upload-time = "2026-05-18T21:13:44.436Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/45/9d6b7b03e9b5513dae59182bab05543409468aea77841da8c403c61d9ceb/strict_kwargs-2026.5.19.post1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:35499102547c410418edd4da533f19c85f5cb1c6744c670975a6b4591e8b2bf8", size = 2191838, upload-time = "2026-05-19T11:01:16.418Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/e1/edcaf1bb90ff778adb1e5613b05a7385f6a061bcd3b976718a82bc0f5fd5/strict_kwargs-2026.5.19.post1-py3-none-manylinux_2_39_x86_64.whl", hash = "sha256:cece04db61680b521d8c440f58d504e36151e2fcdba7128fbe47e9ebee8ab62b", size = 2298036, upload-time = "2026-05-19T11:01:19.372Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/75/7c43d1d64d3e9e466be4b363b88feffd6bf8efcee94fb73f857e2c5f198d/strict_kwargs-2026.5.19.post1-py3-none-win_amd64.whl", hash = "sha256:f76888366373bfc68a4054b3950db62bbf5f6f0cc41105174075a1c2d5449a2f", size = 2082398, upload-time = "2026-05-19T11:01:21.467Z" },
 ]
 
 [[package]]
@@ -2515,7 +2515,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.18.post4" },
+    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.19.post1" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.37" },

From 6bd4920a0f499db435e32271e66e6a40abedc23b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 19 May 2026 22:24:47 +0000
Subject: [PATCH 572/792] chore(deps): Bump idna from 3.11 to 3.15

Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.
- [Release notes](https://github.com/kjd/idna/releases)
- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)
- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)

---
updated-dependencies:
- dependency-name: idna
  dependency-version: '3.15'
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/uv.lock b/uv.lock
index 01c35b29..9cafda89 100644
--- a/uv.lock
+++ b/uv.lock
@@ -609,11 +609,11 @@ wheels = [
 
 [[package]]
 name = "idna"
-version = "3.11"
+version = "3.15"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582, upload-time = "2025-10-12T14:55:20.501Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/82/77/7b3966d0b9d1d31a36ddf1746926a11dface89a83409bf1483f0237aa758/idna-3.15.tar.gz", hash = "sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc", size = 199245, upload-time = "2026-05-12T22:45:57.011Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/23/408243171aa9aaba178d3e2559159c24c1171a641aa83b67bdd3394ead8e/idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8", size = 72340, upload-time = "2026-05-12T22:45:55.733Z" },
 ]
 
 [[package]]

From d871856fabe89eb5a52b114d239212fbc71c95e6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 20 May 2026 04:28:09 +0000
Subject: [PATCH 573/792] chore(deps-dev): Bump strict-kwargs

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.5.19.post1 to 2026.5.19.post3.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.5.19-post.1...2026.5.19-post.3)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.5.19.post3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06f48e44..e4ba9772 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.19.post1",
+    "strict-kwargs==2026.5.19.post3",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.37",

From 2896d99bd2a8ff24b3c65d5ca73f312c9d926afa Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 20 May 2026 04:28:21 +0000
Subject: [PATCH 574/792] chore(deps-dev): Bump prek from 0.4.0 to 0.4.1

Bumps [prek](https://github.com/j178/prek) from 0.4.0 to 0.4.1.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/commits)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06f48e44..8873bce2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.1.12",
-    "prek==0.4.0",
+    "prek==0.4.1",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",

From 804814478f3d5e209c9e1675b698ffd2ffbc7f9c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 20 May 2026 04:28:31 +0000
Subject: [PATCH 575/792] chore(deps-dev): Bump ty from 0.0.37 to 0.0.38

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.37 to 0.0.38.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.37...0.0.38)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.38
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06f48e44..7084cc71 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     "strict-kwargs==2026.5.19.post1",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
-    "ty==0.0.37",
+    "ty==0.0.38",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From d0e8aa84f615a3f5306e65c3540c16d54ffcca27 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 20 May 2026 04:30:08 +0000
Subject: [PATCH 576/792] chore(deps): Bump strict-kwargs from 2026.5.19.post1
 to 2026.5.19.post3

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.5.19.post1 to 2026.5.19.post3.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.5.19-post.1...2026.5.19-post.3)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.5.19.post3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 10 +++++-----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 06f48e44..e4ba9772 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,7 +78,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.19.post1",
+    "strict-kwargs==2026.5.19.post3",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "ty==0.0.37",
diff --git a/uv.lock b/uv.lock
index 9cafda89..c5e1f748 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2048,15 +2048,15 @@ wheels = [
 
 [[package]]
 name = "strict-kwargs"
-version = "2026.5.19.post1"
+version = "2026.5.19.post3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "ty" },
 ]
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/23/b4/e51d972e18c777793fd6af12f8e2785521252f81967f5365a2e72e2dfc61/strict_kwargs-2026.5.19.post3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:d778b7b77e7ba5a068d5a4f3bef0600be37ebebc26ae25c6355140e98103b98e", size = 2201496, upload-time = "2026-05-19T19:45:50.853Z" },
+    { url = "https://files.pythonhosted.org/packages/87/b4/09bdae71f1b1ee7a54245b67eb34cead80696e12ca6e4d83ca5d3f202ac5/strict_kwargs-2026.5.19.post3-py3-none-manylinux_2_39_x86_64.whl", hash = "sha256:133aa54e96ca3884465fef378919fcfb4bc00e94777251d6d3a5490ebef3d11a", size = 2307371, upload-time = "2026-05-19T19:45:52.579Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/3f/73c489d29d7fbffc09a371e258d1bb68afc15f43861b257ce4800888692b/strict_kwargs-2026.5.19.post3-py3-none-win_amd64.whl", hash = "sha256:dbbfb69d3be9070777cb1c5350f1a120df756e19ffe9cd2080c94ec715471459", size = 2089484, upload-time = "2026-05-19T19:45:54.54Z" },
 ]
 
 [[package]]
@@ -2515,7 +2515,7 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
-    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.19.post1" },
+    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.19.post3" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.37" },

From 695314f107d9641206f12e6d851d60a507863265 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 20 May 2026 07:53:19 +0100
Subject: [PATCH 577/792] Ban dynamic builtins and typing.cast in lint config.

Align pylint and ruff with literalizer: forbid bare filter, getattr,
hasattr, map, and setattr via pylint, and ban typing.cast via ruff.
Fix or exempt existing violations.

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 pyproject.toml | 12 ++++++++
 uv.lock        | 82 +++++++++++++++++++++++++-------------------------
 2 files changed, 53 insertions(+), 41 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4469f3c3..d2af9c9e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -164,6 +164,7 @@ lint.per-file-ignores."tests/test_*.py" = [
 lint.unfixable = [
     "ERA001",
 ]
+lint.flake8-tidy-imports.banned-api."typing.cast".msg = "typing.cast is banned: use explicit type narrowing or a typed variable instead."
 lint.pydocstyle.convention = "google"
 
 [tool.pylint]
@@ -205,6 +206,17 @@ MASTER.unsafe-load-any-extension = false
 MASTER.ignore = [
     "_setuptools_scm_version.py",
 ]
+DEPRECATED_BUILTINS.bad-functions = [
+    # Use Pylint until Ruff can ban bare builtin calls, or until custom rules
+    # make this removable:
+    # https://github.com/astral-sh/ruff/issues/10079
+    # https://github.com/astral-sh/ruff/issues/970
+    "filter",
+    "getattr",
+    "hasattr",
+    "map",
+    "setattr",
+]
 # Enable the message, report, category or checker with the given id(s). You can
 # either give multiple identifier separated by comma (,) or put this option
 # multiple time (only on the command line, not in the configuration file where
diff --git a/uv.lock b/uv.lock
index c5e1f748..74ec7f00 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1186,26 +1186,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.4.0"
+version = "0.4.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/6f/68/00050a4184f038a622855b1989b013d0ac5bfc0a29bf3cdbd1ed823595d8/prek-0.4.0.tar.gz", hash = "sha256:47f42477c8453c7440e4e656e5ab0c2a1e4c25daa5ed441a9ac1a2b7634abc12", size = 446399, upload-time = "2026-05-14T10:50:35.194Z" }
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-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.37" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.38" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 6ae3fcb71b83c711d042ee42d0a76df4784209e9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 20 May 2026 07:11:52 +0000
Subject: [PATCH 578/792] chore(deps): Bump mypy-strict-kwargs from 2026.1.12
 to 2026.5.20.1

Bumps [mypy-strict-kwargs](https://github.com/adamtheturtle/mypy-strict-kwargs) from 2026.1.12 to 2026.5.20.1.
- [Release notes](https://github.com/adamtheturtle/mypy-strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/mypy-strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/mypy-strict-kwargs/compare/2026.01.12...2026.05.20.1)

---
updated-dependencies:
- dependency-name: mypy-strict-kwargs
  dependency-version: 2026.5.19
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 9 ++++-----
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d2af9c9e..574a347e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
-    "mypy-strict-kwargs==2026.1.12",
+    "mypy-strict-kwargs==2026.5.20.1",
     "prek==0.4.1",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
diff --git a/uv.lock b/uv.lock
index 74ec7f00..da73ac1f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -925,15 +925,14 @@ wheels = [
 
 [[package]]
 name = "mypy-strict-kwargs"
-version = "2026.1.12"
+version = "2026.5.20.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "mypy" },
-    { name = "tomli" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8c/77/869682567b0953f3f9ea6b44639a2a520e0976679a93e4fd4a91840ac43a/mypy_strict_kwargs-2026.1.12.tar.gz", hash = "sha256:abc688be88661e14f19626e00686f42cc6ce3a959e9cd86e0523dee2b5509cac", size = 18756, upload-time = "2026-01-12T06:12:03.509Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4e/44/43b8cbc8dd9ed89359e451f8433a071557bdeb0b51f5f211dc56d1528bf8/mypy_strict_kwargs-2026.5.20.1.tar.gz", hash = "sha256:d30eefd1b9474052594a1a414738160ee6459641e3953ec506a3009cceb40435", size = 21430, upload-time = "2026-05-20T06:37:16.489Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/af/93/918273959da1d3364478742f45e5579489acd100a6184061f57d64b37be7/mypy_strict_kwargs-2026.1.12-py2.py3-none-any.whl", hash = "sha256:54529ed7d9912be26f4aedb200e5c4d577fb592398c4038b551a3a07ea83361d", size = 7095, upload-time = "2026-01-12T06:12:01.884Z" },
+    { url = "https://files.pythonhosted.org/packages/34/64/6d7982dab4b32bd8fb3a549029fdceb74ef7ababe5793dcd7669a513dc1a/mypy_strict_kwargs-2026.5.20.1-py2.py3-none-any.whl", hash = "sha256:3fe756c3fa1de37e2745c4e74732ebdfa02a2e47a4bc70625a9d2d5a6950cef1", size = 8557, upload-time = "2026-05-20T06:37:14.959Z" },
 ]
 
 [[package]]
@@ -2490,7 +2489,7 @@ requires-dist = [
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.1.0" },
-    { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.1.12" },
+    { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20.1" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.1" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },

From ccca672ccc497d5fac42b84f11216fb85ec36c5e Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 20 May 2026 12:04:58 +0100
Subject: [PATCH 579/792] Drive changelog releases from towncrier

---
 .github/workflows/release.yml     | 41 ++++++++++---------------------
 CHANGELOG.rst                     |  3 +--
 docs/source/conf.py               |  9 +++++++
 docs/source/index.rst             |  1 +
 docs/source/unreleased.rst        |  8 ++++++
 docs/towncrier_template.rst.jinja | 14 +++++++++++
 newsfragments/.gitkeep            |  0
 pyproject.toml                    | 33 +++++++++++++++++++++++++
 uv.lock                           | 30 ++++++++++++++++++++++
 9 files changed, 109 insertions(+), 30 deletions(-)
 create mode 100644 docs/source/unreleased.rst
 create mode 100644 docs/towncrier_template.rst.jinja
 create mode 100644 newsfragments/.gitkeep

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 0abd7187..f59301d4 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -52,36 +52,21 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Get the changelog underline
-        id: changelog_underline
+      # towncrier writes the rendered notes to stdout (informational
+      # chatter goes to stderr), so this is the curated release body for
+      # this version, not github-tag-action's commit-derived changelog.
+      - name: Generate the GitHub release notes
         env:
           RELEASE: ${{ steps.calver.outputs.release }}
-        run: |
-          underline="$(echo "$RELEASE" | tr -c '\n' '-')"
-          echo "underline=${underline}" >> "$GITHUB_OUTPUT"
-
-      - name: Update changelog
-        id: update_changelog
-        uses: jacobtomlinson/gha-find-replace@v3
-        with:
-          find: "Next\n----"
-          replace: |
-            Next
-            ----
-
-            ${{ steps.calver.outputs.release }}
-            ${{ steps.changelog_underline.outputs.underline }}
-          include: CHANGELOG.rst
-          regex: false
+        run: uv run --extra=release towncrier build --draft --version "$RELEASE" >
+          release-notes.md
 
-      - name: Check Update changelog was modified
+      # Assemble the same fragments into CHANGELOG.rst under a new
+      # ``$RELEASE`` section and delete the consumed fragment files.
+      - name: Update the changelog
         env:
-          MODIFIED_FILES: ${{ steps.update_changelog.outputs.modifiedFiles }}
-        run: |
-          if [ "$MODIFIED_FILES" = "0" ]; then
-            echo "Error: No files were modified when updating changelog"
-            exit 1
-          fi
+          RELEASE: ${{ steps.calver.outputs.release }}
+        run: uv run --extra=release towncrier build --yes --version "$RELEASE"
 
       - name: Update VERSION file for Nix flake
         env:
@@ -93,7 +78,7 @@ jobs:
         id: commit
         with:
           commit_message: Bump CHANGELOG and VERSION
-          file_pattern: CHANGELOG.rst VERSION
+          file_pattern: CHANGELOG.rst newsfragments VERSION
           # Error if there are no changes.
           skip_dirty_check: true
 
@@ -203,7 +188,7 @@ jobs:
           tag: ${{ steps.tag_version.outputs.new_tag }}
           makeLatest: true
           name: Release ${{ steps.tag_version.outputs.new_tag }}
-          body: ${{ steps.tag_version.outputs.changelog }}
+          bodyFile: release-notes.md
 
   build-linux:
     name: Build Linux binary (${{ matrix.binary.name }})
diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 23cf9ed5..3c6a7d06 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -1,8 +1,7 @@
 Changelog
 =========
 
-Next
-----
+.. towncrier release notes start
 
 2026.02.22
 ----------
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 6140c8f5..9b7fa2bb 100755
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -22,11 +22,20 @@
 extensions = [
     "sphinx_copybutton",
     "sphinxcontrib.spelling",
+    "sphinxcontrib.towncrier.ext",
     "sphinx_click.ext",
     "sphinx_inline_tabs",
     "sphinx_substitution_extensions",
 ]
 
+# Render the unreleased ``newsfragments/`` entries into
+# ``docs/source/unreleased.rst`` so the Sphinx spelling, doc-build and
+# link-checking gates cover the prose before it is assembled into
+# CHANGELOG.rst at release time.
+towncrier_draft_autoversion_mode = "draft"
+towncrier_draft_include_empty = True
+towncrier_draft_working_directory = f"{_pyproject_file.parent}"
+
 templates_path = ["_templates"]
 source_suffix = ".rst"
 master_doc = "index"
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 25754db6..78fe3f2c 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -20,4 +20,5 @@ Reference
    commands
    contributing
    release-process
+   unreleased
    changelog
diff --git a/docs/source/unreleased.rst b/docs/source/unreleased.rst
new file mode 100644
index 00000000..22ac7472
--- /dev/null
+++ b/docs/source/unreleased.rst
@@ -0,0 +1,8 @@
+Unreleased changes
+==================
+
+Changes that have landed on the main branch but are not yet part of a
+tagged release.  These entries are assembled into the
+:doc:`changelog` when the next release is published.
+
+.. towncrier-draft-entries::
diff --git a/docs/towncrier_template.rst.jinja b/docs/towncrier_template.rst.jinja
new file mode 100644
index 00000000..6da87833
--- /dev/null
+++ b/docs/towncrier_template.rst.jinja
@@ -0,0 +1,14 @@
+
+{% for section_name, section in sections.items() %}
+{% if section %}
+{% for category, entries in section.items() %}
+{% for text, _ in entries.items() %}
+- {{ text }}
+
+{% endfor %}
+{% endfor %}
+{% else %}
+No significant changes.
+
+{% endif %}
+{% endfor %}
diff --git a/newsfragments/.gitkeep b/newsfragments/.gitkeep
new file mode 100644
index 00000000..e69de29b
diff --git a/pyproject.toml b/pyproject.toml
index 574a347e..48158ae6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -75,12 +75,16 @@ optional-dependencies.dev = [
     "sphinx-pyproject==0.3.0",
     "sphinx-substitution-extensions==2026.1.12",
     "sphinxcontrib-spelling==8.0.2",
+    # ``sphinxcontrib-towncrier`` renders unreleased news fragments
+    # into docs/source/unreleased.rst during Sphinx builds.
+    "sphinxcontrib-towncrier==0.5.0a0",
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
     "strict-kwargs==2026.5.19.post3",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
+    "towncrier==25.8.0",
     "ty==0.0.38",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
@@ -277,6 +281,8 @@ ignore = [
     "*.enc",
     ".pre-commit-config.yaml",
     "CHANGELOG.rst",
+    "newsfragments",
+    "newsfragments/**",
     "CODE_OF_CONDUCT.rst",
     "CONTRIBUTING.rst",
     "LICENSE",
@@ -350,6 +356,30 @@ report.exclude_also = [
 ]
 report.show_missing = true
 
+[tool.towncrier]
+# The changelog and the per-release GitHub release notes are both built
+# from news fragments under ``newsfragments/``.  The release workflow
+# runs ``towncrier build`` to assemble them; contributors add one
+# fragment file per user-facing change.
+directory = "newsfragments"
+filename = "CHANGELOG.rst"
+# Custom template so an assembled version reproduces the historical
+# style exactly: a bare ``<version>`` heading (no project name, no
+# date) followed by a flat bullet list with no per-type sub-headings.
+template = "docs/towncrier_template.rst.jinja"
+title_format = "{version}"
+# ``title_format`` underline first, then any nested headings.  A bare
+# version such as ``2026.05.18`` underlined with ``-`` matches every
+# pre-towncrier entry in CHANGELOG.rst.
+underlines = [ "-", "~", "^" ]
+issue_format = "#{issue}"
+type = [
+    # A single, unnamed fragment type keeps the assembled output as one
+    # flat bullet list, matching the historical changelog (which never
+    # grouped entries under "Features"/"Bugfixes"/... sub-headings).
+    { directory = "change", name = "", showcontent = true },
+]
+
 [tool.pydocstringformatter]
 write = true
 split-summary-body = false
@@ -410,6 +440,9 @@ ignore_names = [
     "spelling_word_list_filename",
     "templates_path",
     "warning_is_error",
+    "towncrier_draft_autoversion_mode",
+    "towncrier_draft_include_empty",
+    "towncrier_draft_working_directory",
 ]
 exclude = [
     # Duplicate some of .gitignore
diff --git a/uv.lock b/uv.lock
index da73ac1f..3faee74c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2036,6 +2036,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6e/c5/bcd32aa919c9e1652cca5bed6478202656a320c407793b547f8c16c179e3/sphinxcontrib_spelling-8.0.2-py3-none-any.whl", hash = "sha256:db8b3b2945683d49e87a8a5133d2b8ed4206cb593038b986ca8686a485f9980d", size = 14587, upload-time = "2025-11-28T15:31:48.957Z" },
 ]
 
+[[package]]
+name = "sphinxcontrib-towncrier"
+version = "0.5.0a0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "sphinx" },
+    { name = "towncrier" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/21/fe/72ed57093e28af10595c50839b183c5fdf0952482e9ef0ca6eb90eb85c5d/sphinxcontrib_towncrier-0.5.0a0.tar.gz", hash = "sha256:294e69df6e275e7a86df7ea6a927cc7c28c2c370a884cd5c45de6ec989858f27", size = 62453, upload-time = "2025-02-28T01:59:16.894Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ac/5c/f7e39f243636a5e1894f2f5a72579977bf3968922afdb75175ee45062066/sphinxcontrib_towncrier-0.5.0a0-py3-none-any.whl", hash = "sha256:11d130c3ad5e4649821d543c4ea7ab64bbe78df4d859ef94f4298e7845dc0f59", size = 12609, upload-time = "2025-02-28T01:59:15.178Z" },
+]
+
 [[package]]
 name = "stevedore"
 version = "5.6.0"
@@ -2282,6 +2295,19 @@ wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:c8b3c995d4294551b5ab33cbcf60d700819dc23d53b21a9c74936e521c88de33", upload-time = "2026-05-12T16:20:37Z" },
 ]
 
+[[package]]
+name = "towncrier"
+version = "25.8.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "jinja2" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c2/eb/5bf25a34123698d3bbab39c5bc5375f8f8bcbcc5a136964ade66935b8b9d/towncrier-25.8.0.tar.gz", hash = "sha256:eef16d29f831ad57abb3ae32a0565739866219f1ebfbdd297d32894eb9940eb1", size = 76322, upload-time = "2025-08-30T11:41:55.393Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/42/06/8ba22ec32c74ac1be3baa26116e3c28bc0e76a5387476921d20b6fdade11/towncrier-25.8.0-py3-none-any.whl", hash = "sha256:b953d133d98f9aeae9084b56a3563fd2519dfc6ec33f61c9cd2c61ff243fb513", size = 65101, upload-time = "2025-08-30T11:41:53.644Z" },
+]
+
 [[package]]
 name = "trove-classifiers"
 version = "2026.1.14.14"
@@ -2455,11 +2481,13 @@ dev = [
     { name = "sphinx-pyproject" },
     { name = "sphinx-substitution-extensions" },
     { name = "sphinxcontrib-spelling" },
+    { name = "sphinxcontrib-towncrier" },
     { name = "strict-kwargs" },
     { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
     { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
     { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "towncrier" },
     { name = "ty" },
     { name = "types-pyyaml" },
     { name = "vulture" },
@@ -2514,9 +2542,11 @@ requires-dist = [
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
+    { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
     { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.19.post3" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
+    { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.38" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },

From 7f137b0fec48109c155f5a61d81d35b8ff85666d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 20 May 2026 12:40:26 +0100
Subject: [PATCH 580/792] Add towncrier to release extra

---
 pyproject.toml | 1 +
 uv.lock        | 2 ++
 2 files changed, 3 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 48158ae6..d5167e07 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -96,6 +96,7 @@ optional-dependencies.dev = [
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
     "homebrew-pypi-poet==0.10.0",
+    "towncrier==25.8.0",
 ]
 urls.Documentation = "https://vws-python.github.io/vws-cli/"
 urls.Source = "https://github.com/VWS-Python/vws-cli"
diff --git a/uv.lock b/uv.lock
index 3faee74c..b4ae6712 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2499,6 +2499,7 @@ dev = [
 release = [
     { name = "check-wheel-contents" },
     { name = "homebrew-pypi-poet" },
+    { name = "towncrier" },
 ]
 
 [package.metadata]
@@ -2547,6 +2548,7 @@ requires-dist = [
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
+    { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.38" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },

From 5505f789a32aea8a06af709d62e9da4ab0cd47a6 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 20 May 2026 12:46:07 +0100
Subject: [PATCH 581/792] Make useless Pylint suppressions fail lint

---
 pyproject.toml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 574a347e..96eedec8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -206,6 +206,10 @@ MASTER.unsafe-load-any-extension = false
 MASTER.ignore = [
     "_setuptools_scm_version.py",
 ]
+# Return non-zero exit code if useless-suppression is emitted.
+MAIN.fail-on = [
+    "useless-suppression",
+]
 DEPRECATED_BUILTINS.bad-functions = [
     # Use Pylint until Ruff can ban bare builtin calls, or until custom rules
     # make this removable:

From 25f84039268b346f34f2d69c58aef6566ba944c4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 21 May 2026 00:22:23 +0000
Subject: [PATCH 582/792] chore(deps-dev): Bump strict-kwargs from
 2026.5.19.post3 to 2026.5.20

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.5.19.post3 to 2026.5.20.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.5.19-post.3...2026.5.20)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.5.20
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 40c52a84..fa5047ef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.19.post3",
+    "strict-kwargs==2026.5.20",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",

From c13ca13c334ca40724e49953037325a3144b9533 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 21 May 2026 00:23:45 +0000
Subject: [PATCH 583/792] chore(deps): Bump strict-kwargs from 2026.5.19.post3
 to 2026.5.20

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.5.19.post3 to 2026.5.20.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.5.19-post.3...2026.5.20)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.5.20
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 10 +++++-----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 40c52a84..fa5047ef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.19.post3",
+    "strict-kwargs==2026.5.20",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
diff --git a/uv.lock b/uv.lock
index b4ae6712..4b0efad8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2060,15 +2060,15 @@ wheels = [
 
 [[package]]
 name = "strict-kwargs"
-version = "2026.5.19.post3"
+version = "2026.5.20"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "ty" },
 ]
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/c9/81/fd660257f151101038ac8fc244fba75ecc8b282ef774407c7a786834f8a4/strict_kwargs-2026.5.20-py3-none-macosx_11_0_arm64.whl", hash = "sha256:669b39fd5a41bad408656aa32d8fd408f968f2cd7ad7282317fd65e1681c3534", size = 2758655, upload-time = "2026-05-20T07:16:23.531Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/9e/21ac664032097bd79dfa72c2a35396b2b1eea2d9bb73e054303766020f7e/strict_kwargs-2026.5.20-py3-none-manylinux_2_39_x86_64.whl", hash = "sha256:b4afeb630c9432503e1e9666e0eb548183989cae6e1e3894f6c4c60050af12fa", size = 2922490, upload-time = "2026-05-20T07:16:25.642Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/e8/a026016718974b81b0332dbfd8b82914a58e1895128aeeab701e4e65fc03/strict_kwargs-2026.5.20-py3-none-win_amd64.whl", hash = "sha256:ef3c6c6d8691d7751f4633b11b863b8cf1e6b43b1d6d5f16a4093bbe64969562", size = 2641300, upload-time = "2026-05-20T07:16:27.696Z" },
 ]
 
 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
-    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.19.post3" },
+    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },

From d96927db55eb3c38465685242af6b49038f3ad48 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 21 May 2026 22:23:33 +0000
Subject: [PATCH 584/792] chore(deps-dev): Bump ruff from 0.15.13 to 0.15.14

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.13 to 0.15.14.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.13...0.15.14)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.14
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fa5047ef..02b6ba08 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.13",
+    "ruff==0.15.14",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From aa9a912e6011901567c699da04e90f7a185f5761 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 21 May 2026 22:26:34 +0000
Subject: [PATCH 585/792] chore(deps): Bump ruff from 0.15.13 to 0.15.14

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.13 to 0.15.14.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.13...0.15.14)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.14
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index fa5047ef..02b6ba08 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.10.0",
-    "ruff==0.15.13",
+    "ruff==0.15.14",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 4b0efad8..90234e28 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1729,27 +1729,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.13"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/24/21/a7d5c126d5b557715ef81098f3db2fe20f622a039ff2e626af28d674ab80/ruff-0.15.13.tar.gz", hash = "sha256:f9d89f17f7ba7fb2ed42921f0df75da797a9a5d71bc39049e2c687cf2baf44b7", size = 4678180, upload-time = "2026-05-14T13:44:37.869Z" }
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 [[package]]
@@ -2531,7 +2531,7 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.13" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.14" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From 07277f99ce2a7e10155c08ba007cf01b64b4ca74 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 22 May 2026 22:23:36 +0000
Subject: [PATCH 586/792] chore(deps-dev): Bump ty from 0.0.38 to 0.0.39

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.38 to 0.0.39.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.38...0.0.39)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.39
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 02b6ba08..9631e5fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.38",
+    "ty==0.0.39",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From a48d969bba480bf03fa6d4c89d0cd220b12a785a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 22 May 2026 22:24:01 +0000
Subject: [PATCH 587/792] chore(deps): Bump click from 8.4.0 to 8.4.1

Bumps [click](https://github.com/pallets/click) from 8.4.0 to 8.4.1.
- [Release notes](https://github.com/pallets/click/releases)
- [Changelog](https://github.com/pallets/click/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/click/compare/8.4.0...8.4.1)

---
updated-dependencies:
- dependency-name: click
  dependency-version: 8.4.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 02b6ba08..48712e23 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.9",
-    "click==8.4.0",
+    "click==8.4.1",
     "pyyaml==6.0.3",
     "vws-python==2026.2.25.1",
 ]

From 3901eba9c1c450ed611c45df3a5e96f221f32ded Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 22 May 2026 22:25:12 +0000
Subject: [PATCH 588/792] chore(deps): Bump ty from 0.0.38 to 0.0.39

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.38 to 0.0.39.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.38...0.0.39)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.39
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 02b6ba08..9631e5fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.38",
+    "ty==0.0.39",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 90234e28..9fdb6305 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2549,7 +2549,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.38" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.39" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 268c858fe83113f37933c970fb3af3d72a461634 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 26 May 2026 03:48:41 +0000
Subject: [PATCH 589/792] chore(deps-dev): Bump pytest-regressions from 2.10.0
 to 2.11.0

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.10.0 to 2.11.0.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.10.0...v2.11.0)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.11.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c0bbc18..f62fb29f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.3",
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
-    "pytest-regressions==2.10.0",
+    "pytest-regressions==2.11.0",
     "ruff==0.15.14",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,

From 8538948dac7dc25699805d34df5134e862c6b8a2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 26 May 2026 03:49:19 +0000
Subject: [PATCH 590/792] chore(deps-dev): Bump doccmd from 2026.5.19 to
 2026.5.25

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.5.19 to 2026.5.25.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.05.19...2026.05.25)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.5.25
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c0bbc18..46a5b013 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.5.19",
+    "doccmd==2026.5.25",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From e4231e48f2dea8d9a6365e39698ea91883e546d7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 26 May 2026 03:53:42 +0000
Subject: [PATCH 591/792] chore(deps): Bump pytest-regressions from 2.10.0 to
 2.11.0

Bumps [pytest-regressions](https://github.com/ESSS/pytest-regressions) from 2.10.0 to 2.11.0.
- [Release notes](https://github.com/ESSS/pytest-regressions/releases)
- [Changelog](https://github.com/ESSS/pytest-regressions/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ESSS/pytest-regressions/compare/v2.10.0...v2.11.0)

---
updated-dependencies:
- dependency-name: pytest-regressions
  dependency-version: 2.11.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 16 ++++++++--------
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c0bbc18..f62fb29f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -59,7 +59,7 @@ optional-dependencies.dev = [
     "pytest==9.0.3",
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
-    "pytest-regressions==2.10.0",
+    "pytest-regressions==2.11.0",
     "ruff==0.15.14",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
diff --git a/uv.lock b/uv.lock
index 9fdb6305..ecaa4786 100644
--- a/uv.lock
+++ b/uv.lock
@@ -247,14 +247,14 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.4.0"
+version = "8.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
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-sdist = { url = "https://files.pythonhosted.org/packages/23/e4/796662cd90cf80e3a363c99db2b88e0e394b988a575f60a17e16440cd011/click-8.4.0.tar.gz", hash = "sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973", size = 350843, upload-time = "2026-05-17T00:47:58.425Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" },
 ]
 
 [[package]]
@@ -1499,16 +1499,16 @@ wheels = [
 
 [[package]]
 name = "pytest-regressions"
-version = "2.10.0"
+version = "2.11.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "pytest-datadir" },
     { name = "pyyaml" },
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+sdist = { url = "https://files.pythonhosted.org/packages/ba/0f/1d6b8cc851596be52c401af53fd0d844e72921b0b11866b88995673cd320/pytest_regressions-2.11.0.tar.gz", hash = "sha256:d4a86092f979eb25d2403c51b2b61039781c4c7c7a364a56b9fa838872a650f7", size = 117474, upload-time = "2026-05-25T12:09:01.796Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/97/61/fe772eda66bb8e2ee72da2937382aa4f803ca1e41092ca8d59953e96262c/pytest_regressions-2.11.0-py3-none-any.whl", hash = "sha256:fcb2bbcfb2fda256624d434c88cb1e4003667b7e078ee4084887cf839bbdf831", size = 25556, upload-time = "2026-05-25T12:09:00.292Z" },
 ]
 
 [[package]]
@@ -2508,7 +2508,7 @@ requires-dist = [
     { name = "beartype", specifier = "==0.22.9" },
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
-    { name = "click", specifier = "==8.4.0" },
+    { name = "click", specifier = "==8.4.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
     { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.5.19" },
@@ -2529,7 +2529,7 @@ requires-dist = [
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
     { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.26" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
-    { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.10.0" },
+    { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
     { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.14" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },

From 88a0bfad921d56759d9267f9f797d5ba24fca161 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 26 May 2026 03:54:25 +0000
Subject: [PATCH 592/792] chore(deps): Bump doccmd from 2026.5.19 to 2026.5.25

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.5.19 to 2026.5.25.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.05.19...2026.05.25)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.5.25
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 22 +++++++++++-----------
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2c0bbc18..46a5b013 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.5.19",
+    "doccmd==2026.5.25",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
diff --git a/uv.lock b/uv.lock
index 9fdb6305..0d5fccb5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -247,14 +247,14 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.4.0"
+version = "8.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
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-sdist = { url = "https://files.pythonhosted.org/packages/23/e4/796662cd90cf80e3a363c99db2b88e0e394b988a575f60a17e16440cd011/click-8.4.0.tar.gz", hash = "sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973", size = 350843, upload-time = "2026-05-17T00:47:58.425Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" },
 ]
 
 [[package]]
@@ -410,7 +410,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.5.19"
+version = "2026.5.25"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -423,9 +423,9 @@ dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/11/dd/e7ba1d1a2b25fd7fb44fd91a38b01d489b12451de112a9ddd80e96571413/doccmd-2026.5.25-py2.py3-none-any.whl", hash = "sha256:a964b9f5e2e4dfbea7dbd01b03410804b12d868bedbdacce848a6fa2c250466e", size = 22802, upload-time = "2026-05-25T09:59:26.628Z" },
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 [[package]]
@@ -2082,7 +2082,7 @@ wheels = [
 
 [[package]]
 name = "sybil-extras"
-version = "2026.5.6"
+version = "2026.5.25"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2090,9 +2090,9 @@ dependencies = [
     { name = "myst-parser" },
     { name = "sybil" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/5b/7e/fe6068c73d54469ee10a9f9ee0bdca9d188e745c1e2416dff213a11273ff/sybil_extras-2026.5.25.tar.gz", hash = "sha256:6d96ed90170bd36329b7e4463eb609a500beae4b95bb90b0aade789b893baf25", size = 105629, upload-time = "2026-05-25T09:17:56.635Z" }
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+    { url = "https://files.pythonhosted.org/packages/b4/16/214e3ba975a56ae401205504a800ff5cb6990f9d0a3b1546f7866367f409/sybil_extras-2026.5.25-py2.py3-none-any.whl", hash = "sha256:42059c87473278f0b83d39d9547f44cc44dbfce3a31e8dd67ec8336263c00657", size = 82291, upload-time = "2026-05-25T09:17:54.516Z" },
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@@ -2508,10 +2508,10 @@ requires-dist = [
     { name = "beartype", specifier = "==0.22.9" },
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
-    { name = "click", specifier = "==8.4.0" },
+    { name = "click", specifier = "==8.4.1" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
-    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.5.19" },
+    { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.5.25" },
     { name = "freezegun", marker = "extra == 'dev'", specifier = "==1.5.5" },
     { name = "furo", marker = "extra == 'dev'", specifier = "==2025.12.19" },
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },

From 9336b0c44d6e990aafda75032f2e4b52c7190fdf Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 27 May 2026 01:57:39 +0000
Subject: [PATCH 593/792] chore(deps-dev): Bump prek from 0.4.1 to 0.4.2

Bumps [prek](https://github.com/j178/prek) from 0.4.1 to 0.4.2.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.1...v0.4.2)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 772c9755..3db73887 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.1",
+    "prek==0.4.2",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",

From 73683dcfe74fd4ffc15e09c9b57fc4ca07ea0a21 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 27 May 2026 23:35:01 +0000
Subject: [PATCH 594/792] chore(deps-dev): Bump prek from 0.4.2 to 0.4.3

Bumps [prek](https://github.com/j178/prek) from 0.4.2 to 0.4.3.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.2...v0.4.3)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3db73887..02035964 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.2",
+    "prek==0.4.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.21.2",

From c90a9d0131fed6f0e58dd21cdbb886a4f5bff071 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 27 May 2026 23:36:00 +0000
Subject: [PATCH 595/792] chore(deps-dev): Bump ty from 0.0.39 to 0.0.40

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.39 to 0.0.40.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.39...0.0.40)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.40
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3db73887..ca45d1f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.39",
+    "ty==0.0.40",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 74c16a169baddbf0403894aaa0e2c272f6cb1bae Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 27 May 2026 23:38:34 +0000
Subject: [PATCH 596/792] chore(deps): Bump ty from 0.0.39 to 0.0.40

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.39 to 0.0.40.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.39...0.0.40)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.40
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 82 +++++++++++++++++++++++++-------------------------
 2 files changed, 42 insertions(+), 42 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3db73887..ca45d1f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.39",
+    "ty==0.0.40",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 5abbb7f9..f45ea960 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1185,26 +1185,26 @@ wheels = [
 
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@@ -2549,7 +2549,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.39" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.40" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 5426df9ac18d296e7e7ac200f655f43df3690932 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 28 May 2026 23:19:11 +0000
Subject: [PATCH 597/792] chore(deps-dev): Bump ruff from 0.15.14 to 0.15.15

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.14 to 0.15.15.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.14...0.15.15)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.15
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8b8f706d..34826a4d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.14",
+    "ruff==0.15.15",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 412194bfef6b4140abc94e10353073dc326e3ec7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 30 May 2026 00:07:22 +0000
Subject: [PATCH 598/792] chore(deps-dev): Bump pyproject-fmt from 2.21.2 to
 2.22.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.21.2 to 2.22.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.21.2...pyproject-fmt/2.22.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.22.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 34826a4d..0d760121 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.21.2",
+    "pyproject-fmt==2.22.0",
     "pyrefly==1.0.0",
     "pyright==1.1.409",
     "pyroma==5.0.1",

From 44c01360420c38e012da9c55c4b3d6a17c3d9ca1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sat, 30 May 2026 00:09:56 +0000
Subject: [PATCH 599/792] chore(deps): Bump pyproject-fmt from 2.21.2 to 2.22.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.21.2 to 2.22.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.21.2...pyproject-fmt/2.22.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.22.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 159 ++++++++++++++++++++++++-------------------------
 2 files changed, 78 insertions(+), 83 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 34826a4d..0d760121 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.21.2",
+    "pyproject-fmt==2.22.0",
     "pyrefly==1.0.0",
     "pyright==1.1.409",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index f45ea960..e44f579a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1185,26 +1185,26 @@ wheels = [
 
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+version = "0.4.3"
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@@ -2519,10 +2514,10 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.1.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20.1" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.2" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.3" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.2" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.22.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.409" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2531,7 +2526,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.14" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.15" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From 98b0ccca25c1d1824aaa2652408a3b818970239c Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 30 May 2026 10:01:18 +0200
Subject: [PATCH 600/792] Apply pyproject-fmt 2.22.0 formatting changes.

Dependabot only bumped the version pin; run the formatter so pre-commit passes.

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 pyproject.toml | 210 ++++++++++++++++++++++++-------------------------
 uv.lock        | 159 ++++++++++++++++++-------------------
 2 files changed, 182 insertions(+), 187 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0d760121..dd1fc5c3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -108,13 +108,13 @@ scripts.vws = "vws_cli:vws_group"
 dev = []
 
 [tool.setuptools]
-zip-safe = false
-package-data.vws_cli = [
-    "py.typed",
-]
 packages.find.where = [
     "src",
 ]
+package-data.vws_cli = [
+    "py.typed",
+]
+zip-safe = false
 
 [tool.setuptools_scm]
 # We write the version to a file so that we can import it.
@@ -173,11 +173,70 @@ lint.flake8-tidy-imports.banned-api."typing.cast".msg = "typing.cast is banned:
 lint.pydocstyle.convention = "google"
 
 [tool.pylint]
+# Disable the message, report, category or checker with the given id(s). You
+# can either give multiple identifiers separated by comma (,) or put this
+# option multiple times (only on the command line, not in the configuration
+# file where it should appear only once).You can also use "--disable=all" to
+# disable everything first and then reenable specific checks. For example, if
+# you want to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use"--disable=all --enable=classes
+# --disable=W"
+"MESSAGES CONTROL".disable = [
+    # Too difficult to please
+    "duplicate-code",
+    # Let ruff handle long lines
+    "line-too-long",
+    "locally-disabled",
+    "missing-return-type-doc",
+    # We don't need everything to be documented because of mypy
+    "missing-type-doc",
+    "too-few-public-methods",
+    "too-many-arguments",
+    "too-many-instance-attributes",
+    "too-many-lines",
+    "too-many-locals",
+    "too-many-return-statements",
+    # Let ruff deal with sorting
+    "ungrouped-imports",
+    # Let ruff handle unused imports
+    "unused-import",
+    # Let ruff handle imports
+    "wrong-import-order",
+]
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where
+# it should appear only once). See also the "--disable" option for examples.
+"MESSAGES CONTROL".enable = [
+    "bad-inline-option",
+    "deprecated-pragma",
+    "file-ignored",
+    "spelling",
+    "use-symbolic-message-instead",
+    "useless-suppression",
+]
+DEPRECATED_BUILTINS.bad-functions = [
+    # Use Pylint until Ruff can ban bare builtin calls, or until custom rules
+    # make this removable:
+    # https://github.com/astral-sh/ruff/issues/10079
+    # https://github.com/astral-sh/ruff/issues/970
+    "filter",
+    "getattr",
+    "hasattr",
+    "map",
+    "setattr",
+]
 # Allow the body of an if to be on the same line as the test if there is no
 # else.
 FORMAT.single-line-if-stmt = false
-# Pickle collected data for later comparisons.
-MASTER.persistent = true
+# Return non-zero exit code if useless-suppression is emitted.
+MAIN.fail-on = [
+    "useless-suppression",
+]
+MASTER.ignore = [
+    "_setuptools_scm_version.py",
+]
 # Use multiple processes to speed up Pylint.
 MASTER.jobs = 0
 # List of plugins (as comma separated values of python modules names) to load,
@@ -205,70 +264,11 @@ MASTER.load-plugins = [
     "pylint.extensions.set_membership",
     "pylint.extensions.typing",
 ]
+# Pickle collected data for later comparisons.
+MASTER.persistent = true
 # Allow loading of arbitrary C extensions. Extensions are imported into the
 # active Python interpreter and may run arbitrary code.
 MASTER.unsafe-load-any-extension = false
-MASTER.ignore = [
-    "_setuptools_scm_version.py",
-]
-# Return non-zero exit code if useless-suppression is emitted.
-MAIN.fail-on = [
-    "useless-suppression",
-]
-DEPRECATED_BUILTINS.bad-functions = [
-    # Use Pylint until Ruff can ban bare builtin calls, or until custom rules
-    # make this removable:
-    # https://github.com/astral-sh/ruff/issues/10079
-    # https://github.com/astral-sh/ruff/issues/970
-    "filter",
-    "getattr",
-    "hasattr",
-    "map",
-    "setattr",
-]
-# Enable the message, report, category or checker with the given id(s). You can
-# either give multiple identifier separated by comma (,) or put this option
-# multiple time (only on the command line, not in the configuration file where
-# it should appear only once). See also the "--disable" option for examples.
-"MESSAGES CONTROL".enable = [
-    "bad-inline-option",
-    "deprecated-pragma",
-    "file-ignored",
-    "spelling",
-    "use-symbolic-message-instead",
-    "useless-suppression",
-]
-# Disable the message, report, category or checker with the given id(s). You
-# can either give multiple identifiers separated by comma (,) or put this
-# option multiple times (only on the command line, not in the configuration
-# file where it should appear only once).You can also use "--disable=all" to
-# disable everything first and then reenable specific checks. For example, if
-# you want to run only the similarities checker, you can use "--disable=all
-# --enable=similarities". If you want to run only the classes checker, but have
-# no Warning level messages displayed, use"--disable=all --enable=classes
-# --disable=W"
-"MESSAGES CONTROL".disable = [
-    "too-few-public-methods",
-    "too-many-locals",
-    "too-many-arguments",
-    "too-many-instance-attributes",
-    "too-many-return-statements",
-    "too-many-lines",
-    "locally-disabled",
-    # Let ruff handle long lines
-    "line-too-long",
-    # Let ruff handle unused imports
-    "unused-import",
-    # Let ruff deal with sorting
-    "ungrouped-imports",
-    # We don't need everything to be documented because of mypy
-    "missing-type-doc",
-    "missing-return-type-doc",
-    # Too difficult to please
-    "duplicate-code",
-    # Let ruff handle imports
-    "wrong-import-order",
-]
 # Spelling dictionary name. Available dictionaries: none. To make it working
 # install python-enchant package.
 SPELLING.spelling-dict = "en_US"
@@ -280,43 +280,38 @@ SPELLING.spelling-store-unknown-words = "no"
 
 [tool.check-manifest]
 ignore = [
+    "*.enc",
     ".checkmake-config.ini",
+    ".git_archival.txt",
+    ".pre-commit-config.yaml",
     ".prettierrc",
     ".yamlfmt",
-    "*.enc",
-    ".pre-commit-config.yaml",
+    "bin",
+    "bin/*",
     "CHANGELOG.rst",
-    "newsfragments",
-    "newsfragments/**",
-    "CODE_OF_CONDUCT.rst",
-    "CONTRIBUTING.rst",
-    "LICENSE",
-    "Makefile",
     "ci",
     "ci/**",
+    "CODE_OF_CONDUCT.rst",
+    "CONTRIBUTING.rst",
     "docs",
     "docs/**",
-    ".git_archival.txt",
+    "flake.lock",
+    "flake.nix",
+    "LICENSE",
+    "lint.mk",
+    "Makefile",
+    "newsfragments",
+    "newsfragments/**",
     "spelling_private_dict.txt",
+    "src/*/_setuptools_scm_version.py",
     "tests",
     "tests-pylintrc",
     "tests/**",
     "vuforia_secrets.env.example",
-    "lint.mk",
-    "bin",
-    "bin/*",
-    "src/*/_setuptools_scm_version.py",
     "zizmor.yml",
-    "flake.lock",
-    "flake.nix",
 ]
 
 [tool.deptry]
-optional_dependencies_dev_groups = [
-    "dev",
-    "packaging",
-    "release",
-]
 # torch and torchvision are listed explicitly in dev deps to allow
 # [tool.uv.sources] to redirect them to the CPU-only PyTorch index,
 # but they are not directly imported in the vws-cli source code.
@@ -324,6 +319,11 @@ per_rule_ignores.DEP002 = [
     "torch",
     "torchvision",
 ]
+optional_dependencies_dev_groups = [
+    "dev",
+    "packaging",
+    "release",
+]
 
 [tool.pyproject-fmt]
 indent = 4
@@ -331,10 +331,10 @@ keep_full_version = true
 max_supported_python = "3.14"
 
 [tool.mypy]
-strict = true
 files = [ "." ]
 exclude = [ "build" ]
 follow_untyped_imports = true
+strict = true
 plugins = [
     "mypy_strict_kwargs",
 ]
@@ -343,13 +343,13 @@ plugins = [
 errors.non-exhaustive-match = "error"
 
 [tool.pyright]
+typeCheckingMode = "strict"
 enableTypeIgnoreComments = false
 reportUnnecessaryTypeIgnoreComment = true
-typeCheckingMode = "strict"
 
 [tool.pytest]
-xfail_strict = true
 log_cli = true
+xfail_strict = true
 
 [tool.coverage]
 run.branch = true
@@ -373,11 +373,11 @@ filename = "CHANGELOG.rst"
 # date) followed by a flat bullet list with no per-type sub-headings.
 template = "docs/towncrier_template.rst.jinja"
 title_format = "{version}"
+issue_format = "#{issue}"
 # ``title_format`` underline first, then any nested headings.  A bare
 # version such as ``2026.05.18`` underlined with ``-`` matches every
 # pre-towncrier entry in CHANGELOG.rst.
 underlines = [ "-", "~", "^" ]
-issue_format = "#{issue}"
 type = [
     # A single, unnamed fragment type keeps the assembled output as one
     # flat bullet list, matching the historical changelog (which never
@@ -393,11 +393,11 @@ linewrap-full-docstring = true
 
 [tool.interrogate]
 fail-under = 100
-omit-covered-files = true
-verbose = 2
 exclude = [
     "src/*/_setuptools_scm_version.py",
 ]
+verbose = 2
+omit-covered-files = true
 
 [tool.doc8]
 max_line_length = 2000
@@ -411,20 +411,23 @@ ignore_path = [
 ]
 
 [tool.vulture]
+exclude = [
+    # Duplicate some of .gitignore
+    ".venv",
+    # We ignore the version file as it is generated by setuptools_scm.
+    "_setuptools_scm_version.py",
+]
 # Ideally we would limit the paths to the source code where we want to ignore names,
 # but Vulture does not enable this.
 ignore_names = [
-    # pytest configuration
-    "pytest_collect_file",
-    "pytest_plugins",
-    # pytest fixtures - we name fixtures like this for this purpose
-    "fixture_*",
     # Sphinx
     "autoclass_content",
     "autoclass_content",
     "autodoc_member_order",
     "copybutton_exclude",
     "extensions",
+    # pytest fixtures - we name fixtures like this for this purpose
+    "fixture_*",
     "html_show_copyright",
     "html_show_sourcelink",
     "html_show_sphinx",
@@ -440,20 +443,17 @@ ignore_names = [
     "nitpicky",
     "project_copyright",
     "pygments_style",
+    # pytest configuration
+    "pytest_collect_file",
+    "pytest_plugins",
     "rst_prolog",
     "source_suffix",
     "spelling_word_list_filename",
     "templates_path",
-    "warning_is_error",
     "towncrier_draft_autoversion_mode",
     "towncrier_draft_include_empty",
     "towncrier_draft_working_directory",
-]
-exclude = [
-    # Duplicate some of .gitignore
-    ".venv",
-    # We ignore the version file as it is generated by setuptools_scm.
-    "_setuptools_scm_version.py",
+    "warning_is_error",
 ]
 
 [tool.yamlfix]
diff --git a/uv.lock b/uv.lock
index f45ea960..e44f579a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1185,26 +1185,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.4.2"
+version = "0.4.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f7/3e/feaa37dad7a737225d3f52d7d38fa16394a75fab98fb28b5a0cd5b6aae07/prek-0.4.2.tar.gz", hash = "sha256:cd93c44fdb0ad47b47bca1672b01112388366eb236615398d4448d0c6e56e2c8", size = 461397, upload-time = "2026-05-26T09:01:41.813Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5b/3b/a0ae60bbd4c4735f20aeddfbd3c50fb669cd8e99c078a3ed75a6a4a5c6d7/prek-0.4.3.tar.gz", hash = "sha256:e486307ea649e7300b3535fac52fe0ba0b80aebe23143b662659d16e6a7c8b47", size = 461800, upload-time = "2026-05-27T03:18:58.045Z" }
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+    { url = "https://files.pythonhosted.org/packages/80/a3/d5974637f68e451f7fadf015cf3101d1cd7d8ba5027cffe0b9e3826ebe6b/ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627", size = 11404550, upload-time = "2026-05-28T14:16:20.138Z" },
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+    { url = "https://files.pythonhosted.org/packages/9d/96/6ff689e1f7e375d1d97075eca022f74c2bab59554a432fe4d2e6f091986a/ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb", size = 10994867, upload-time = "2026-05-28T14:16:35.149Z" },
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+    { url = "https://files.pythonhosted.org/packages/b1/c0/1003b60edd697c649faf61f1a34094b1abb38fb3d1181e3f895781250a08/ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9", size = 10716774, upload-time = "2026-05-28T14:16:52.337Z" },
+    { url = "https://files.pythonhosted.org/packages/02/a8/1269eddd6945a06c23f055ef7848886e37cf9d6a8bebb386a3115f01470c/ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4", size = 11868463, upload-time = "2026-05-28T14:16:11.333Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/b2/920464c907b191e37469d477a1aa8bc048b8f36c4c1610dfa4ab87b39e18/ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7", size = 11138498, upload-time = "2026-05-28T14:16:38.425Z" },
 ]
 
 [[package]]
@@ -2116,15 +2120,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f", size = 35252, upload-time = "2022-10-06T17:21:44.262Z" },
 ]
 
-[[package]]
-name = "toml-fmt-common"
-version = "1.2.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/dd/26/00c52fb55720e0e3056d59936f959e9dcb7a5caf3a21619eb5c2ba7b5144/toml_fmt_common-1.2.0.tar.gz", hash = "sha256:9c3630dc9409157e866b27ee0cdacf453636735b26dcf0fff385d3d2c1166698", size = 9735, upload-time = "2026-01-30T08:37:45.131Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/5f/bb/aabb52533ec79abccbed8b8fcef386e4037f581c42fc0331e859039619da/toml_fmt_common-1.2.0-py3-none-any.whl", hash = "sha256:f27ba0f4a3594035f3385231d23d437a49bd6ff67ec624424a677c2b304076d3", size = 5699, upload-time = "2026-01-30T08:37:44.069Z" },
-]
-
 [[package]]
 name = "tomli"
 version = "2.4.0"
@@ -2519,10 +2514,10 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.1.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20.1" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.2" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.3" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.21.2" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.22.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.409" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2531,7 +2526,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.14" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.15" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From 5b308207d51a6cd10c01d1451581e5ff3a0e853d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 30 May 2026 10:02:04 +0200
Subject: [PATCH 601/792] Apply pyproject-fmt 2.22.0 formatting changes.

Dependabot only bumped the version pin; run the formatter so pre-commit passes.

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 pyproject.toml | 210 ++++++++++++++++++++++++-------------------------
 1 file changed, 105 insertions(+), 105 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0d760121..dd1fc5c3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -108,13 +108,13 @@ scripts.vws = "vws_cli:vws_group"
 dev = []
 
 [tool.setuptools]
-zip-safe = false
-package-data.vws_cli = [
-    "py.typed",
-]
 packages.find.where = [
     "src",
 ]
+package-data.vws_cli = [
+    "py.typed",
+]
+zip-safe = false
 
 [tool.setuptools_scm]
 # We write the version to a file so that we can import it.
@@ -173,11 +173,70 @@ lint.flake8-tidy-imports.banned-api."typing.cast".msg = "typing.cast is banned:
 lint.pydocstyle.convention = "google"
 
 [tool.pylint]
+# Disable the message, report, category or checker with the given id(s). You
+# can either give multiple identifiers separated by comma (,) or put this
+# option multiple times (only on the command line, not in the configuration
+# file where it should appear only once).You can also use "--disable=all" to
+# disable everything first and then reenable specific checks. For example, if
+# you want to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use"--disable=all --enable=classes
+# --disable=W"
+"MESSAGES CONTROL".disable = [
+    # Too difficult to please
+    "duplicate-code",
+    # Let ruff handle long lines
+    "line-too-long",
+    "locally-disabled",
+    "missing-return-type-doc",
+    # We don't need everything to be documented because of mypy
+    "missing-type-doc",
+    "too-few-public-methods",
+    "too-many-arguments",
+    "too-many-instance-attributes",
+    "too-many-lines",
+    "too-many-locals",
+    "too-many-return-statements",
+    # Let ruff deal with sorting
+    "ungrouped-imports",
+    # Let ruff handle unused imports
+    "unused-import",
+    # Let ruff handle imports
+    "wrong-import-order",
+]
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where
+# it should appear only once). See also the "--disable" option for examples.
+"MESSAGES CONTROL".enable = [
+    "bad-inline-option",
+    "deprecated-pragma",
+    "file-ignored",
+    "spelling",
+    "use-symbolic-message-instead",
+    "useless-suppression",
+]
+DEPRECATED_BUILTINS.bad-functions = [
+    # Use Pylint until Ruff can ban bare builtin calls, or until custom rules
+    # make this removable:
+    # https://github.com/astral-sh/ruff/issues/10079
+    # https://github.com/astral-sh/ruff/issues/970
+    "filter",
+    "getattr",
+    "hasattr",
+    "map",
+    "setattr",
+]
 # Allow the body of an if to be on the same line as the test if there is no
 # else.
 FORMAT.single-line-if-stmt = false
-# Pickle collected data for later comparisons.
-MASTER.persistent = true
+# Return non-zero exit code if useless-suppression is emitted.
+MAIN.fail-on = [
+    "useless-suppression",
+]
+MASTER.ignore = [
+    "_setuptools_scm_version.py",
+]
 # Use multiple processes to speed up Pylint.
 MASTER.jobs = 0
 # List of plugins (as comma separated values of python modules names) to load,
@@ -205,70 +264,11 @@ MASTER.load-plugins = [
     "pylint.extensions.set_membership",
     "pylint.extensions.typing",
 ]
+# Pickle collected data for later comparisons.
+MASTER.persistent = true
 # Allow loading of arbitrary C extensions. Extensions are imported into the
 # active Python interpreter and may run arbitrary code.
 MASTER.unsafe-load-any-extension = false
-MASTER.ignore = [
-    "_setuptools_scm_version.py",
-]
-# Return non-zero exit code if useless-suppression is emitted.
-MAIN.fail-on = [
-    "useless-suppression",
-]
-DEPRECATED_BUILTINS.bad-functions = [
-    # Use Pylint until Ruff can ban bare builtin calls, or until custom rules
-    # make this removable:
-    # https://github.com/astral-sh/ruff/issues/10079
-    # https://github.com/astral-sh/ruff/issues/970
-    "filter",
-    "getattr",
-    "hasattr",
-    "map",
-    "setattr",
-]
-# Enable the message, report, category or checker with the given id(s). You can
-# either give multiple identifier separated by comma (,) or put this option
-# multiple time (only on the command line, not in the configuration file where
-# it should appear only once). See also the "--disable" option for examples.
-"MESSAGES CONTROL".enable = [
-    "bad-inline-option",
-    "deprecated-pragma",
-    "file-ignored",
-    "spelling",
-    "use-symbolic-message-instead",
-    "useless-suppression",
-]
-# Disable the message, report, category or checker with the given id(s). You
-# can either give multiple identifiers separated by comma (,) or put this
-# option multiple times (only on the command line, not in the configuration
-# file where it should appear only once).You can also use "--disable=all" to
-# disable everything first and then reenable specific checks. For example, if
-# you want to run only the similarities checker, you can use "--disable=all
-# --enable=similarities". If you want to run only the classes checker, but have
-# no Warning level messages displayed, use"--disable=all --enable=classes
-# --disable=W"
-"MESSAGES CONTROL".disable = [
-    "too-few-public-methods",
-    "too-many-locals",
-    "too-many-arguments",
-    "too-many-instance-attributes",
-    "too-many-return-statements",
-    "too-many-lines",
-    "locally-disabled",
-    # Let ruff handle long lines
-    "line-too-long",
-    # Let ruff handle unused imports
-    "unused-import",
-    # Let ruff deal with sorting
-    "ungrouped-imports",
-    # We don't need everything to be documented because of mypy
-    "missing-type-doc",
-    "missing-return-type-doc",
-    # Too difficult to please
-    "duplicate-code",
-    # Let ruff handle imports
-    "wrong-import-order",
-]
 # Spelling dictionary name. Available dictionaries: none. To make it working
 # install python-enchant package.
 SPELLING.spelling-dict = "en_US"
@@ -280,43 +280,38 @@ SPELLING.spelling-store-unknown-words = "no"
 
 [tool.check-manifest]
 ignore = [
+    "*.enc",
     ".checkmake-config.ini",
+    ".git_archival.txt",
+    ".pre-commit-config.yaml",
     ".prettierrc",
     ".yamlfmt",
-    "*.enc",
-    ".pre-commit-config.yaml",
+    "bin",
+    "bin/*",
     "CHANGELOG.rst",
-    "newsfragments",
-    "newsfragments/**",
-    "CODE_OF_CONDUCT.rst",
-    "CONTRIBUTING.rst",
-    "LICENSE",
-    "Makefile",
     "ci",
     "ci/**",
+    "CODE_OF_CONDUCT.rst",
+    "CONTRIBUTING.rst",
     "docs",
     "docs/**",
-    ".git_archival.txt",
+    "flake.lock",
+    "flake.nix",
+    "LICENSE",
+    "lint.mk",
+    "Makefile",
+    "newsfragments",
+    "newsfragments/**",
     "spelling_private_dict.txt",
+    "src/*/_setuptools_scm_version.py",
     "tests",
     "tests-pylintrc",
     "tests/**",
     "vuforia_secrets.env.example",
-    "lint.mk",
-    "bin",
-    "bin/*",
-    "src/*/_setuptools_scm_version.py",
     "zizmor.yml",
-    "flake.lock",
-    "flake.nix",
 ]
 
 [tool.deptry]
-optional_dependencies_dev_groups = [
-    "dev",
-    "packaging",
-    "release",
-]
 # torch and torchvision are listed explicitly in dev deps to allow
 # [tool.uv.sources] to redirect them to the CPU-only PyTorch index,
 # but they are not directly imported in the vws-cli source code.
@@ -324,6 +319,11 @@ per_rule_ignores.DEP002 = [
     "torch",
     "torchvision",
 ]
+optional_dependencies_dev_groups = [
+    "dev",
+    "packaging",
+    "release",
+]
 
 [tool.pyproject-fmt]
 indent = 4
@@ -331,10 +331,10 @@ keep_full_version = true
 max_supported_python = "3.14"
 
 [tool.mypy]
-strict = true
 files = [ "." ]
 exclude = [ "build" ]
 follow_untyped_imports = true
+strict = true
 plugins = [
     "mypy_strict_kwargs",
 ]
@@ -343,13 +343,13 @@ plugins = [
 errors.non-exhaustive-match = "error"
 
 [tool.pyright]
+typeCheckingMode = "strict"
 enableTypeIgnoreComments = false
 reportUnnecessaryTypeIgnoreComment = true
-typeCheckingMode = "strict"
 
 [tool.pytest]
-xfail_strict = true
 log_cli = true
+xfail_strict = true
 
 [tool.coverage]
 run.branch = true
@@ -373,11 +373,11 @@ filename = "CHANGELOG.rst"
 # date) followed by a flat bullet list with no per-type sub-headings.
 template = "docs/towncrier_template.rst.jinja"
 title_format = "{version}"
+issue_format = "#{issue}"
 # ``title_format`` underline first, then any nested headings.  A bare
 # version such as ``2026.05.18`` underlined with ``-`` matches every
 # pre-towncrier entry in CHANGELOG.rst.
 underlines = [ "-", "~", "^" ]
-issue_format = "#{issue}"
 type = [
     # A single, unnamed fragment type keeps the assembled output as one
     # flat bullet list, matching the historical changelog (which never
@@ -393,11 +393,11 @@ linewrap-full-docstring = true
 
 [tool.interrogate]
 fail-under = 100
-omit-covered-files = true
-verbose = 2
 exclude = [
     "src/*/_setuptools_scm_version.py",
 ]
+verbose = 2
+omit-covered-files = true
 
 [tool.doc8]
 max_line_length = 2000
@@ -411,20 +411,23 @@ ignore_path = [
 ]
 
 [tool.vulture]
+exclude = [
+    # Duplicate some of .gitignore
+    ".venv",
+    # We ignore the version file as it is generated by setuptools_scm.
+    "_setuptools_scm_version.py",
+]
 # Ideally we would limit the paths to the source code where we want to ignore names,
 # but Vulture does not enable this.
 ignore_names = [
-    # pytest configuration
-    "pytest_collect_file",
-    "pytest_plugins",
-    # pytest fixtures - we name fixtures like this for this purpose
-    "fixture_*",
     # Sphinx
     "autoclass_content",
     "autoclass_content",
     "autodoc_member_order",
     "copybutton_exclude",
     "extensions",
+    # pytest fixtures - we name fixtures like this for this purpose
+    "fixture_*",
     "html_show_copyright",
     "html_show_sourcelink",
     "html_show_sphinx",
@@ -440,20 +443,17 @@ ignore_names = [
     "nitpicky",
     "project_copyright",
     "pygments_style",
+    # pytest configuration
+    "pytest_collect_file",
+    "pytest_plugins",
     "rst_prolog",
     "source_suffix",
     "spelling_word_list_filename",
     "templates_path",
-    "warning_is_error",
     "towncrier_draft_autoversion_mode",
     "towncrier_draft_include_empty",
     "towncrier_draft_working_directory",
-]
-exclude = [
-    # Duplicate some of .gitignore
-    ".venv",
-    # We ignore the version file as it is generated by setuptools_scm.
-    "_setuptools_scm_version.py",
+    "warning_is_error",
 ]
 
 [tool.yamlfix]

From b02a4d942fcbee617da4e3b10aafa2813282674e Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 1 Jun 2026 22:58:49 +0000
Subject: [PATCH 602/792] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/NixOS/nixfmt: v1.2.0 → v1.3.1](https://github.com/NixOS/nixfmt/compare/v1.2.0...v1.3.1)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ddce6857..60c735ae 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -53,7 +53,7 @@ default_install_hook_types: [pre-commit, pre-push]
 
 repos:
   - repo: https://github.com/NixOS/nixfmt
-    rev: v1.2.0
+    rev: v1.3.1
     hooks:
       - id: nixfmt
         stages: [manual]

From 9b69273675e58b805977b9889283609b2cc4cbfe Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 3 Jun 2026 12:19:00 +0000
Subject: [PATCH 603/792] chore(deps): Bump pyright from 1.1.409 to 1.1.410

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.409 to 1.1.410.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.409...v1.1.410)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.410
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dd1fc5c3..c6392066 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.22.0",
     "pyrefly==1.0.0",
-    "pyright==1.1.409",
+    "pyright==1.1.410",
     "pyroma==5.0.1",
     "pytest==9.0.3",
     "pytest-beartype-tests==2026.4.26",

From 003f8bf4f479ab64fd9777fa536d6f18e0b5aa70 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 3 Jun 2026 12:19:12 +0000
Subject: [PATCH 604/792] chore(deps-dev): Bump ty from 0.0.40 to 0.0.42

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.40 to 0.0.42.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.40...0.0.42)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.42
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index dd1fc5c3..7417e2d1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.40",
+    "ty==0.0.42",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From a485073142d020d790c14c1ec155f4f630fcca2a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 3 Jun 2026 12:39:29 +0000
Subject: [PATCH 605/792] chore(deps): Bump pyproject-fmt from 2.22.0 to 2.23.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.22.0 to 2.23.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.22.0...pyproject-fmt/2.23.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.23.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 124 ++++++++++++++++++++++++-------------------------
 2 files changed, 63 insertions(+), 63 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 373755d2..b2959ac2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.3",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.22.0",
+    "pyproject-fmt==2.23.0",
     "pyrefly==1.0.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index e44f579a..67cb388a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1352,41 +1352,41 @@ spelling = [
 
 [[package]]
 name = "pyproject-fmt"
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 ]
 
 [[package]]
@@ -2517,9 +2517,9 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.3" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.22.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.23.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.0.0" },
-    { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.409" },
+    { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.410" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
     { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.26" },
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.40" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.42" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 7abbe4eb93d81207fab770946117821d232123f9 Mon Sep 17 00:00:00 2001
From: adamtheturtle <hello@adamdangoor.com>
Date: Wed, 3 Jun 2026 20:45:47 +0100
Subject: [PATCH 606/792] Apply pyproject-fmt 2.23.0 formatting changes.

---
 pyproject.toml | 108 ++++++++++++++++++++++++-------------------------
 1 file changed, 54 insertions(+), 54 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b2959ac2..8f1a9b6a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -278,6 +278,14 @@ SPELLING.spelling-private-dict-file = "spelling_private_dict.txt"
 # --spelling-private-dict-file option instead of raising a message.
 SPELLING.spelling-store-unknown-words = "no"
 
+[tool.interrogate]
+fail-under = 100
+exclude = [
+    "src/*/_setuptools_scm_version.py",
+]
+verbose = 2
+omit-covered-files = true
+
 [tool.check-manifest]
 ignore = [
     "*.enc",
@@ -325,6 +333,52 @@ optional_dependencies_dev_groups = [
     "release",
 ]
 
+[tool.vulture]
+exclude = [
+    # Duplicate some of .gitignore
+    ".venv",
+    # We ignore the version file as it is generated by setuptools_scm.
+    "_setuptools_scm_version.py",
+]
+# Ideally we would limit the paths to the source code where we want to ignore names,
+# but Vulture does not enable this.
+ignore_names = [
+    # Sphinx
+    "autoclass_content",
+    "autoclass_content",
+    "autodoc_member_order",
+    "copybutton_exclude",
+    "extensions",
+    # pytest fixtures - we name fixtures like this for this purpose
+    "fixture_*",
+    "html_show_copyright",
+    "html_show_sourcelink",
+    "html_show_sphinx",
+    "html_theme",
+    "html_theme_options",
+    "html_title",
+    "htmlhelp_basename",
+    "intersphinx_mapping",
+    "language",
+    "linkcheck_ignore",
+    "linkcheck_retries",
+    "master_doc",
+    "nitpicky",
+    "project_copyright",
+    "pygments_style",
+    # pytest configuration
+    "pytest_collect_file",
+    "pytest_plugins",
+    "rst_prolog",
+    "source_suffix",
+    "spelling_word_list_filename",
+    "templates_path",
+    "towncrier_draft_autoversion_mode",
+    "towncrier_draft_include_empty",
+    "towncrier_draft_working_directory",
+    "warning_is_error",
+]
+
 [tool.pyproject-fmt]
 indent = 4
 keep_full_version = true
@@ -391,14 +445,6 @@ split-summary-body = false
 max-line-length = 75
 linewrap-full-docstring = true
 
-[tool.interrogate]
-fail-under = 100
-exclude = [
-    "src/*/_setuptools_scm_version.py",
-]
-verbose = 2
-omit-covered-files = true
-
 [tool.doc8]
 max_line_length = 2000
 ignore_path = [
@@ -410,52 +456,6 @@ ignore_path = [
     "./src/*/_setuptools_scm_version.txt",
 ]
 
-[tool.vulture]
-exclude = [
-    # Duplicate some of .gitignore
-    ".venv",
-    # We ignore the version file as it is generated by setuptools_scm.
-    "_setuptools_scm_version.py",
-]
-# Ideally we would limit the paths to the source code where we want to ignore names,
-# but Vulture does not enable this.
-ignore_names = [
-    # Sphinx
-    "autoclass_content",
-    "autoclass_content",
-    "autodoc_member_order",
-    "copybutton_exclude",
-    "extensions",
-    # pytest fixtures - we name fixtures like this for this purpose
-    "fixture_*",
-    "html_show_copyright",
-    "html_show_sourcelink",
-    "html_show_sphinx",
-    "html_theme",
-    "html_theme_options",
-    "html_title",
-    "htmlhelp_basename",
-    "intersphinx_mapping",
-    "language",
-    "linkcheck_ignore",
-    "linkcheck_retries",
-    "master_doc",
-    "nitpicky",
-    "project_copyright",
-    "pygments_style",
-    # pytest configuration
-    "pytest_collect_file",
-    "pytest_plugins",
-    "rst_prolog",
-    "source_suffix",
-    "spelling_word_list_filename",
-    "templates_path",
-    "towncrier_draft_autoversion_mode",
-    "towncrier_draft_include_empty",
-    "towncrier_draft_working_directory",
-    "warning_is_error",
-]
-
 [tool.yamlfix]
 section_whitelines = 1
 whitelines = 1

From bbee1d86be03d7f43bfd0f64cde3baf999cc4777 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 03:21:10 +0000
Subject: [PATCH 607/792] chore(deps): Bump astral-sh/setup-uv from 8.1.0 to
 8.2.0

Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.1.0 to 8.2.0.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.1.0...v8.2.0)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: 8.2.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml      | 2 +-
 .github/workflows/lint.yml    | 2 +-
 .github/workflows/release.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7719d0b7..8a9d605b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -27,7 +27,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.1.0
+        uses: astral-sh/setup-uv@v8.2.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 9ca08a1d..7f2874b7 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -33,7 +33,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.1.0
+        uses: astral-sh/setup-uv@v8.2.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f59301d4..639e149b 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -38,7 +38,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.1.0
+        uses: astral-sh/setup-uv@v8.2.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'

From d8c421d1a1181e8c7b75cdc5dd3e411c41c1705e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 03:22:22 +0000
Subject: [PATCH 608/792] chore(deps-dev): Bump ty from 0.0.42 to 0.0.43

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.42 to 0.0.43.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.42...0.0.43)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.43
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8f1a9b6a..4aa85a45 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.42",
+    "ty==0.0.43",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 80f83e6ea0f6549c1511539aeb43fe8e21a98a80 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 03:23:59 +0000
Subject: [PATCH 609/792] chore(deps): Bump ty from 0.0.42 to 0.0.43

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.42 to 0.0.43.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.42...0.0.43)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.43
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8f1a9b6a..4aa85a45 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.42",
+    "ty==0.0.43",
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 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
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     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.42" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.43" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 52f8094d4679064fb28f99965a3ce59bc94aa533 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 22:23:16 +0000
Subject: [PATCH 610/792] chore(deps-dev): Bump ruff from 0.15.15 to 0.15.16

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.15 to 0.15.16.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.15...0.15.16)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.16
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4aa85a45..d8f3a7ce 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.15",
+    "ruff==0.15.16",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 76dc69cad7dd5e6aa748da7999f1d76121ea8ac8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 22:23:39 +0000
Subject: [PATCH 611/792] chore(deps-dev): Bump prek from 0.4.3 to 0.4.4

Bumps [prek](https://github.com/j178/prek) from 0.4.3 to 0.4.4.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.3...v0.4.4)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4aa85a45..b6bb5821 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.3",
+    "prek==0.4.4",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.23.0",

From 55d9fef5a1dcc3d8608934504ed482e1cd9b18fb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 22:24:39 +0000
Subject: [PATCH 612/792] chore(deps): Bump ruff from 0.15.15 to 0.15.16

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.15 to 0.15.16.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.15...0.15.16)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.16
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4aa85a45..d8f3a7ce 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.15",
+    "ruff==0.15.16",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index a1cc5997..2ba5f3ae 100644
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 [[package]]
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     { name = "pyyaml", specifier = "==6.0.3" },
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     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From b3bb6f7a56b0dfc8945f267b00af09708d8d99f4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 22:24:57 +0000
Subject: [PATCH 613/792] chore(deps): Bump prek from 0.4.3 to 0.4.4

Bumps [prek](https://github.com/j178/prek) from 0.4.3 to 0.4.4.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.3...v0.4.4)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 4aa85a45..b6bb5821 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
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     "mypy[faster-cache]==2.1.0",
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-    "prek==0.4.3",
+    "prek==0.4.4",
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     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.23.0",
diff --git a/uv.lock b/uv.lock
index a1cc5997..b840065d 100644
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+++ b/uv.lock
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 [[package]]
@@ -2514,7 +2514,7 @@ requires-dist = [
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     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.1.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20.1" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.3" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.4" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
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From 056cd9a44425cb14dae5e7f329e50286c0ef946d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 22:27:57 +0000
Subject: [PATCH 614/792] chore(deps-dev): Bump strict-kwargs from 2026.5.20 to
 2026.6.4

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.5.20 to 2026.6.4.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.5.20...2026.6.4)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.6.4
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 679b7ca3..1cbf6b8f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.20",
+    "strict-kwargs==2026.6.4",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",

From aee54e66cf2b65faa402ce1bf688612139289449 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 4 Jun 2026 22:28:07 +0000
Subject: [PATCH 615/792] chore(deps): Bump strict-kwargs from 2026.5.20 to
 2026.6.4

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.5.20 to 2026.6.4.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.5.20...2026.6.4)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.6.4
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 10 +++++-----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 679b7ca3..1cbf6b8f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.5.20",
+    "strict-kwargs==2026.6.4",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
diff --git a/uv.lock b/uv.lock
index b9e9ea4f..e837e950 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2064,15 +2064,15 @@ wheels = [
 
 [[package]]
 name = "strict-kwargs"
-version = "2026.5.20"
+version = "2026.6.4"
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 [[package]]
@@ -2539,7 +2539,7 @@ requires-dist = [
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     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
-    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20" },
+    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.6.4" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },

From 8e7bb1a75bc5b4f8924dc0d14db858e9a50e322b Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 5 Jun 2026 16:16:14 +0100
Subject: [PATCH 616/792] Fix strict-kwargs pre-commit hook entry for new CLI

strict-kwargs 2026.6.4 switched to a Ruff-like CLI where 'fix' is now
'check --fix'. Update the hook entry accordingly.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 60c735ae..74cdc030 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -325,7 +325,7 @@ repos:
 
       - id: strict-kwargs-fix
         name: strict-kwargs
-        entry: uv run --extra=dev strict-kwargs fix --diff
+        entry: uv run --extra=dev strict-kwargs check --fix --diff
         language: python
         types_or: [python]
         additional_dependencies:

From aa1c04c27381006b40eee9e69ea7bff67bdf73b8 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 5 Jun 2026 16:16:16 +0100
Subject: [PATCH 617/792] Fix strict-kwargs pre-commit hook entry for new CLI

strict-kwargs 2026.6.4 switched to a Ruff-like CLI where 'fix' is now
'check --fix'. Update the hook entry accordingly.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 60c735ae..74cdc030 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -325,7 +325,7 @@ repos:
 
       - id: strict-kwargs-fix
         name: strict-kwargs
-        entry: uv run --extra=dev strict-kwargs fix --diff
+        entry: uv run --extra=dev strict-kwargs check --fix --diff
         language: python
         types_or: [python]
         additional_dependencies:

From d205a0b429d04e43a7fd2bcfb7cf0ac632cd4f46 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Fri, 5 Jun 2026 15:17:05 +0000
Subject: [PATCH 618/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/uv.lock b/uv.lock
index b9e9ea4f..e837e950 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2064,15 +2064,15 @@ wheels = [
 
 [[package]]
 name = "strict-kwargs"
-version = "2026.5.20"
+version = "2026.6.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "ty" },
 ]
 wheels = [
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 ]
 
 [[package]]
@@ -2539,7 +2539,7 @@ requires-dist = [
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
-    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20" },
+    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.6.4" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },

From 0f36d2033a5d44ee717f849238888bb62f27cd6e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Jun 2026 22:23:59 +0000
Subject: [PATCH 619/792] chore(deps): Bump ty from 0.0.43 to 0.0.44

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.43 to 0.0.44.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.43...0.0.44)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.44
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 1cbf6b8f..11d7f927 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.43",
+    "ty==0.0.44",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index e837e950..44fcf36f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2314,27 +2314,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.43" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.44" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 585053a412cff94854f54adbbaaf8eb9e60246c3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Jun 2026 22:22:48 +0000
Subject: [PATCH 620/792] chore(deps-dev): Bump strict-kwargs from 2026.6.4 to
 2026.6.8.post1

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.6.4 to 2026.6.8.post1.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.6.4...2026.6.8-post.1)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.6.8.post1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 11d7f927..cda74f52 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.6.4",
+    "strict-kwargs==2026.6.8.post1",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",

From f3d1c5cc63d78f149fd5e1312c6c0836afa6c585 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Jun 2026 22:23:18 +0000
Subject: [PATCH 621/792] chore(deps-dev): Bump ty from 0.0.44 to 0.0.45

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.44 to 0.0.45.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.44...0.0.45)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.45
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 11d7f927..faa107fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.44",
+    "ty==0.0.45",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From d2462353530c78b8d38635eac25cda67f6b564dd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Jun 2026 22:24:52 +0000
Subject: [PATCH 622/792] chore(deps): Bump ty from 0.0.44 to 0.0.45

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.44 to 0.0.45.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.44...0.0.45)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.45
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 11d7f927..faa107fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.44",
+    "ty==0.0.45",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 44fcf36f..6bb8b163 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.44" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.45" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 1b2123dd2c27f4f6ca3682393d46acbc8fc42bf6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Jun 2026 22:25:43 +0000
Subject: [PATCH 623/792] chore(deps): Bump strict-kwargs from 2026.6.4 to
 2026.6.8.post1

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.6.4 to 2026.6.8.post1.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.6.4...2026.6.8-post.1)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.6.8.post1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 10 +++++-----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 11d7f927..cda74f52 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.6.4",
+    "strict-kwargs==2026.6.8.post1",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
diff --git a/uv.lock b/uv.lock
index 44fcf36f..5f698851 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2064,15 +2064,15 @@ wheels = [
 
 [[package]]
 name = "strict-kwargs"
-version = "2026.6.4"
+version = "2026.6.8.post1"
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 dependencies = [
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 ]
 
 [[package]]
@@ -2539,7 +2539,7 @@ requires-dist = [
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     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
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-    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.6.4" },
+    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.6.8.post1" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },

From 9494b5eaef9354b89b10a49d2a48f84c440ea6c5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 9 Jun 2026 22:23:58 +0000
Subject: [PATCH 624/792] chore(deps): Bump ty from 0.0.45 to 0.0.46

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.45 to 0.0.46.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.45...0.0.46)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.46
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c5bf80b0..0b9e7dea 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.45",
+    "ty==0.0.46",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 54caa660..5a5b4c06 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2314,27 +2314,27 @@ wheels = [
 
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 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
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     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.45" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.46" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 800c5b8157225544d4b33e80765adedef847f86f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 9 Jun 2026 22:23:59 +0000
Subject: [PATCH 625/792] chore(deps-dev): Bump ty from 0.0.45 to 0.0.46

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.45 to 0.0.46.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.45...0.0.46)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.46
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c5bf80b0..0b9e7dea 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.45",
+    "ty==0.0.46",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 9f67a05cf803d0d082deef4fe98f02c5fc6c3de9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 10 Jun 2026 22:24:11 +0000
Subject: [PATCH 626/792] chore(deps-dev): Bump ty from 0.0.46 to 0.0.47

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.46 to 0.0.47.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.46...0.0.47)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.47
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0b9e7dea..b3110c13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.46",
+    "ty==0.0.47",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From e9ee80552adb21f072dc1a2a3faae27f0696e53a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 10 Jun 2026 22:24:42 +0000
Subject: [PATCH 627/792] chore(deps): Bump ty from 0.0.46 to 0.0.47

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.46 to 0.0.47.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.46...0.0.47)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.47
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0b9e7dea..b3110c13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.46",
+    "ty==0.0.47",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 5a5b4c06..3047bfc7 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.46" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.47" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 4d05bd28aa07e2b7d4bc2f2e17bfd8e146832dce Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 11 Jun 2026 22:22:42 +0000
Subject: [PATCH 628/792] chore(deps-dev): Bump pyproject-fmt from 2.23.0 to
 2.24.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.23.0 to 2.24.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.23.0...pyproject-fmt/2.24.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.24.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b3110c13..ee2e35a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.4",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.23.0",
+    "pyproject-fmt==2.24.0",
     "pyrefly==1.0.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",

From dc5e1fd22157fe64c42f4a7232288b2cb2148e28 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 11 Jun 2026 22:23:32 +0000
Subject: [PATCH 629/792] chore(deps-dev): Bump ruff from 0.15.16 to 0.15.17

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.16 to 0.15.17.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.16...0.15.17)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.17
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b3110c13..27629a5f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.16",
+    "ruff==0.15.17",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 4ff8ab35b9a0459e925f1a881744fcfd7e7f3bf1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 11 Jun 2026 22:23:54 +0000
Subject: [PATCH 630/792] chore(deps): Bump ruff from 0.15.16 to 0.15.17

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.16 to 0.15.17.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.16...0.15.17)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.17
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b3110c13..27629a5f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.16",
+    "ruff==0.15.17",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 3047bfc7..b4ecbd02 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2526,7 +2526,7 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.16" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.17" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From 43ce381335651c0592a0b0bff6c4c205eefaa076 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 11 Jun 2026 22:24:21 +0000
Subject: [PATCH 631/792] chore(deps): Bump ty from 0.0.47 to 0.0.48

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.47 to 0.0.48.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.47...0.0.48)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.48
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b3110c13..bc655f84 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.47",
+    "ty==0.0.48",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 3047bfc7..324d6761 100644
--- a/uv.lock
+++ b/uv.lock
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 ]
 
 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.47" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.48" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From cca76b280c82fab39fafd2c9ba1a4e96f83c4ac1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 11 Jun 2026 22:27:19 +0000
Subject: [PATCH 632/792] chore(deps-dev): Bump ty from 0.0.47 to 0.0.48

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.47 to 0.0.48.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.47...0.0.48)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.48
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 70749066..9deb7196 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.47",
+    "ty==0.0.48",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 15a0cb46541aa62063e2827f386139750b6afd9c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 12 Jun 2026 22:23:35 +0000
Subject: [PATCH 633/792] chore(deps-dev): Bump ty from 0.0.48 to 0.0.49

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.48 to 0.0.49.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.48...0.0.49)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.49
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9deb7196..fd573590 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.48",
+    "ty==0.0.49",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From d241b6b1a42f8da0dc7fcd67f630d18ed7171099 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 12 Jun 2026 22:24:59 +0000
Subject: [PATCH 634/792] chore(deps): Bump ty from 0.0.48 to 0.0.49

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.48 to 0.0.49.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.48...0.0.49)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.49
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 116 ++++++++++++++++++++++++-------------------------
 2 files changed, 59 insertions(+), 59 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9deb7196..fd573590 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.48",
+    "ty==0.0.49",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
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--- a/uv.lock
+++ b/uv.lock
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 ]
 
 [[package]]
@@ -2517,7 +2517,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.4" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.5" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.23.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.24.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.410" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.48" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.49" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From bce76674c747075e30d332e2145cef23994acd8e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jun 2026 22:23:10 +0000
Subject: [PATCH 635/792] chore(deps-dev): Bump pyproject-fmt from 2.24.0 to
 2.24.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.24.0 to 2.24.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.24.0...pyproject-fmt/2.24.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.24.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fd573590..7014307d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.4",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
-    "pyproject-fmt==2.24.0",
+    "pyproject-fmt==2.24.1",
     "pyrefly==1.0.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",

From e263dcdfa29660fe5f926485901d8c5876dc4872 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jun 2026 22:24:04 +0000
Subject: [PATCH 636/792] chore(deps): Bump pytest from 9.0.3 to 9.1.0

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.3 to 9.1.0.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.3...9.1.0)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.1.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fd573590..8b85463e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyrefly==1.0.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",
-    "pytest==9.0.3",
+    "pytest==9.1.0",
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",

From 5872d6f54218b3ca40d9536ba4b6e98ea3a7c90d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jun 2026 22:24:15 +0000
Subject: [PATCH 637/792] chore(deps-dev): Bump prek from 0.4.4 to 0.4.5

Bumps [prek](https://github.com/j178/prek) from 0.4.4 to 0.4.5.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.4...v0.4.5)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fd573590..bc23e73d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.4",
+    "prek==0.4.5",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.5",
     "pyproject-fmt==2.24.0",

From 3a5e286f02a5784ac40ed2b6009c9844a9539e66 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jun 2026 22:24:52 +0000
Subject: [PATCH 638/792] chore(deps): Bump pytest from 9.0.3 to 9.1.0

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.3 to 9.1.0.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.3...9.1.0)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.1.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index fd573590..8b85463e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyrefly==1.0.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",
-    "pytest==9.0.3",
+    "pytest==9.1.0",
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
diff --git a/uv.lock b/uv.lock
index 5e7f708d..36ae226e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1448,7 +1448,7 @@ wheels = [
 
 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
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     { name = "pygments" },
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 ]
 
 [[package]]
@@ -2521,7 +2521,7 @@ requires-dist = [
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     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.410" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
-    { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = "==9.1.0" },
     { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.26" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },

From 69804de5233ce4126b218d2885c01a2bda1e2800 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jun 2026 22:27:35 +0000
Subject: [PATCH 639/792] chore(deps-dev): Bump pylint from 4.0.5 to 4.0.6

Bumps [pylint](https://github.com/pylint-dev/pylint) from 4.0.5 to 4.0.6.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.5...v4.0.6)

---
updated-dependencies:
- dependency-name: pylint
  dependency-version: 4.0.6
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c6015f08..2915149c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2026.5.20.1",
     "prek==0.4.5",
     "pydocstringformatter==0.7.5",
-    "pylint[spelling]==4.0.5",
+    "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.24.1",
     "pyrefly==1.0.0",
     "pyright==1.1.410",

From 208720efe6d7a04a2fe91cdf8cd8f97c8f7a7472 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jun 2026 22:27:53 +0000
Subject: [PATCH 640/792] chore(deps): Bump pylint[spelling] from 4.0.5 to
 4.0.6

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 4.0.5 to 4.0.6.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.5...v4.0.6)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 118 +++++++++++++++++++++++--------------------------
 2 files changed, 56 insertions(+), 64 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c6015f08..2915149c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,7 +51,7 @@ optional-dependencies.dev = [
     "mypy-strict-kwargs==2026.5.20.1",
     "prek==0.4.5",
     "pydocstringformatter==0.7.5",
-    "pylint[spelling]==4.0.5",
+    "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.24.1",
     "pyrefly==1.0.0",
     "pyright==1.1.410",
diff --git a/uv.lock b/uv.lock
index 5e7f708d..ed7003b3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1185,26 +1185,26 @@ wheels = [
 
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 [[package]]
@@ -1329,7 +1329,7 @@ wheels = [
 
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+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.5" },
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-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.24.0" },
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-    { name = "pytest", marker = "extra == 'dev'", specifier = "==9.0.3" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = "==9.1.0" },
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From 71e76f9b4bc8d4c5785f350f9fb2408edd8cf5c5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:23:35 +0000
Subject: [PATCH 641/792] chore(deps-dev): Bump pyrefly from 1.0.0 to 1.1.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 1.0.0 to 1.1.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/1.0.0...1.1.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.1.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2915149c..05fd0106 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.24.1",
-    "pyrefly==1.0.0",
+    "pyrefly==1.1.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",
     "pytest==9.1.0",

From 9a91d4b330eafaa234961a25e8542478794cc03e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:23:48 +0000
Subject: [PATCH 642/792] chore(deps): Bump pyrefly from 1.0.0 to 1.1.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 1.0.0 to 1.1.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/1.0.0...1.1.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.1.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 26 ++++++++++++++------------
 2 files changed, 15 insertions(+), 13 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2915149c..05fd0106 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
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     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.24.1",
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+    "pyrefly==1.1.0",
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     "pyroma==5.0.1",
     "pytest==9.1.0",
diff --git a/uv.lock b/uv.lock
index ed7003b3..60060e20 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1392,19 +1392,21 @@ wheels = [
 
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+    { url = "https://files.pythonhosted.org/packages/36/1d/49374250c97941bd78ea1629894f9012b1fdc0c5e16da73a8ccd9f6c5363/pyrefly-1.1.0-py3-none-win32.whl", hash = "sha256:e0a634f984d9218a2cf0b0518c113c189f8909d20654dc139783ce6e0738f31e", size = 12607116, upload-time = "2026-06-17T16:04:00.444Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/52/7b0f3c34eb98673d097678f903cdb6b97a55b0cedb26cf118c83c6ea818f/pyrefly-1.1.0-py3-none-win_amd64.whl", hash = "sha256:bb4c41404c4e19fb82d68555174737304be08508703c2c53b3012e62bc693901", size = 13506648, upload-time = "2026-06-17T16:04:03.227Z" },
+    { url = "https://files.pythonhosted.org/packages/26/9f/25e57347d9d83db464761ee2bd1f789b999a0fc7c004aeb4e8be1fdb5376/pyrefly-1.1.0-py3-none-win_arm64.whl", hash = "sha256:02acde22b08a40a578bd0b9218d93611d2b0cd3153e077b05c4efeabbaca636b", size = 12898072, upload-time = "2026-06-17T16:04:06.16Z" },
 ]
 
 [[package]]
@@ -2510,7 +2512,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.24.1" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.0.0" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.410" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.1.0" },

From 46d61a4399981f1f736da219aa062862a7027430 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:24:02 +0000
Subject: [PATCH 643/792] chore(deps-dev): Bump ty from 0.0.49 to 0.0.50

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.49 to 0.0.50.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.49...0.0.50)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.50
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2915149c..8ea1e327 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.49",
+    "ty==0.0.50",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From a1f9da6325520283f0f729bf8037cea1b4cb38af Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:24:11 +0000
Subject: [PATCH 644/792] chore(deps-dev): Bump sphinx-substitution-extensions

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2026.1.12 to 2026.6.17.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2026.01.12...2026.06.17)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2026.6.17
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2915149c..cfdc892e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2025.12.21.14",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2026.1.12",
+    "sphinx-substitution-extensions==2026.6.17",
     "sphinxcontrib-spelling==8.0.2",
     # ``sphinxcontrib-towncrier`` renders unreleased news fragments
     # into docs/source/unreleased.rst during Sphinx builds.

From 85b1190d6e0654a436b92894d0473fcc2c1cbb29 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:24:15 +0000
Subject: [PATCH 645/792] chore(deps): Bump torchvision from 0.27.0 to 0.27.1

Bumps [torchvision](https://github.com/pytorch/vision) from 0.27.0 to 0.27.1.
- [Release notes](https://github.com/pytorch/vision/releases)
- [Commits](https://github.com/pytorch/vision/commits)

---
updated-dependencies:
- dependency-name: torchvision
  dependency-version: 0.27.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 100 +++++++++++++++++++++++++-------------------------------
 1 file changed, 45 insertions(+), 55 deletions(-)

diff --git a/uv.lock b/uv.lock
index ed7003b3..5cfafc74 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1148,8 +1148,8 @@ name = "piq"
 version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/8a/ae/9274f8e3f216759311a460a896594f04aade8a9f1171c0a732cc613c3b21/piq-0.8.0.tar.gz", hash = "sha256:ea74938ce11845d63fed3185694cdf9641f85bd19718dc3394f8008811b847d4", size = 91316, upload-time = "2023-07-04T21:28:05.877Z" }
 wheels = [
@@ -2159,7 +2159,7 @@ wheels = [
 
 [[package]]
 name = "torch"
-version = "2.12.0"
+version = "2.12.1"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
@@ -2174,15 +2174,14 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:90dd587a5f61bfe1307148b581e2084fc5bc4a06e2b90a20e9a36b81087ff16b", upload-time = "2026-05-12T16:20:17Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:10ee1448a9f304d3b987eb4656f664ba6e4d7b410ca7a5a7c642199777a2cf88", upload-time = "2026-05-12T16:20:21Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f7dfae4a519197dfa050e98d8e36378a0fb5899625a875c2b54445005a2e404e", upload-time = "2026-05-12T16:20:26Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:b4556715c8572758625d62b6e0ae3b1f76c440221913a6fb5e100f321fb4fb02", upload-time = "2026-05-12T16:20:31Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:c75e93173c700bccd6bfcc4a9d19ce242ab6dacd1f1781483027a16239b9e650", upload-time = "2026-06-17T15:44:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:e9b6f7d2dd66ea87a3ae620069d31335d594c06effb1a383bdd21cfe61e44ece", upload-time = "2026-06-17T15:44:16Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:2afbb2bdaa8a95040e733f05492ddf133c3967c9b7ce0abd218d704b6cab437d", upload-time = "2026-06-17T15:44:24Z" },
 ]
 
 [[package]]
 name = "torch"
-version = "2.12.0+cpu"
+version = "2.12.1+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version >= '3.15' and sys_platform != 'darwin'",
@@ -2199,23 +2198,18 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
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-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:ada78018bdfa30d1c766596cd32d910dbf5b03424cd859231b6d2a00533de922", upload-time = "2026-05-12T23:17:20Z" },
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+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", upload-time = "2026-06-17T14:43:25Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", upload-time = "2026-06-17T14:43:25Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1%2Bcpu-cp314-cp314-win_amd64.whl", upload-time = "2026-06-17T14:43:27Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1%2Bcpu-cp314-cp314t-linux_s390x.whl", upload-time = "2026-06-17T14:43:28Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", upload-time = "2026-06-17T14:43:28Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", upload-time = "2026-06-17T14:43:29Z" },
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 ]
 
 [[package]]
@@ -2226,8 +2220,8 @@ dependencies = [
     { name = "lightning-utilities" },
     { name = "numpy" },
     { name = "packaging" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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 wheels = [
@@ -2236,7 +2230,7 @@ wheels = [
 
 [[package]]
 name = "torchvision"
-version = "0.27.0"
+version = "0.27.1"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
@@ -2244,18 +2238,17 @@ resolution-markers = [
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     { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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+    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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 [[package]]
 name = "torchvision"
-version = "0.27.0+cpu"
+version = "0.27.1+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
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@@ -2265,21 +2258,18 @@ resolution-markers = [
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     { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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+    { name = "torch", version = "2.12.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
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 ]
 
 [[package]]
@@ -2470,10 +2460,10 @@ dev = [
     { name = "sphinxcontrib-spelling" },
     { name = "sphinxcontrib-towncrier" },
     { name = "strict-kwargs" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "towncrier" },
     { name = "ty" },
     { name = "types-pyyaml" },
@@ -2581,11 +2571,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchmetrics" },
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From e2c98dd998d809641e3e36cd8f1515fcc9b008a9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:24:32 +0000
Subject: [PATCH 646/792] chore(deps): Bump ty from 0.0.49 to 0.0.50

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.49 to 0.0.50.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.49...0.0.50)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.50
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2915149c..8ea1e327 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.49",
+    "ty==0.0.50",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index ed7003b3..f06855a9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2306,27 +2306,27 @@ wheels = [
 
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 [[package]]
@@ -2536,7 +2536,7 @@ requires-dist = [
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     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.49" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.50" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 423a839398e213a67035484c61468285d38ce5d9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:24:50 +0000
Subject: [PATCH 647/792] chore(deps): Bump sphinx-substitution-extensions

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2026.1.12 to 2026.6.17.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2026.01.12...2026.06.17)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2026.6.17
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2915149c..cfdc892e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2025.12.21.14",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2026.1.12",
+    "sphinx-substitution-extensions==2026.6.17",
     "sphinxcontrib-spelling==8.0.2",
     # ``sphinxcontrib-towncrier`` renders unreleased news fragments
     # into docs/source/unreleased.rst during Sphinx builds.
diff --git a/uv.lock b/uv.lock
index ed7003b3..19cd20f2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1951,7 +1951,7 @@ wheels = [
 
 [[package]]
 name = "sphinx-substitution-extensions"
-version = "2026.1.12"
+version = "2026.6.17"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -1959,9 +1959,9 @@ dependencies = [
     { name = "myst-parser" },
     { name = "sphinx" },
 ]
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 ]
 
 [[package]]
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "sphinx-inline-tabs", marker = "extra == 'dev'", specifier = "==2025.12.21.14" },
     { name = "sphinx-lint", marker = "extra == 'dev'", specifier = "==1.0.2" },
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
-    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
+    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.6.17" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
     { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.6.8.post1" },

From 8ad7c2e3f6f9d53f1a37776ece82ce5227a74d79 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:25:24 +0000
Subject: [PATCH 648/792] chore(deps): Bump torch from 2.12.0 to 2.12.1

Bumps [torch](https://github.com/pytorch/pytorch) from 2.12.0 to 2.12.1.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/commits)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.12.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 100 +++++++++++++++++++++++++-------------------------------
 1 file changed, 45 insertions(+), 55 deletions(-)

diff --git a/uv.lock b/uv.lock
index ed7003b3..5cfafc74 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1148,8 +1148,8 @@ name = "piq"
 version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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-    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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 wheels = [
@@ -2159,7 +2159,7 @@ wheels = [
 
 [[package]]
 name = "torch"
-version = "2.12.0"
+version = "2.12.1"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
@@ -2174,15 +2174,14 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
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-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f7dfae4a519197dfa050e98d8e36378a0fb5899625a875c2b54445005a2e404e", upload-time = "2026-05-12T16:20:26Z" },
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+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:c75e93173c700bccd6bfcc4a9d19ce242ab6dacd1f1781483027a16239b9e650", upload-time = "2026-06-17T15:44:09Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:e9b6f7d2dd66ea87a3ae620069d31335d594c06effb1a383bdd21cfe61e44ece", upload-time = "2026-06-17T15:44:16Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:2afbb2bdaa8a95040e733f05492ddf133c3967c9b7ce0abd218d704b6cab437d", upload-time = "2026-06-17T15:44:24Z" },
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 [[package]]
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+version = "2.12.1+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
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 [[package]]
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 [[package]]
@@ -2470,10 +2460,10 @@ dev = [
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+    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "towncrier" },
     { name = "ty" },
     { name = "types-pyyaml" },
@@ -2581,11 +2571,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchmetrics" },
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From 891d5916ca50e5c467ec0577abcf4a4605398890 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:27:59 +0000
Subject: [PATCH 649/792] chore(deps-dev): Bump pyproject-fmt from 2.24.1 to
 2.25.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.24.1 to 2.25.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.24.1...pyproject-fmt/2.25.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.25.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 48f9de62..29ee4f13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.5",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.6",
-    "pyproject-fmt==2.24.1",
+    "pyproject-fmt==2.25.0",
     "pyrefly==1.1.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",

From 9639b483fc2e844bf36aba68e1d825a5a5c9ec76 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 17 Jun 2026 22:28:31 +0000
Subject: [PATCH 650/792] chore(deps): Bump pyproject-fmt from 2.24.1 to 2.25.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.24.1 to 2.25.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.24.1...pyproject-fmt/2.25.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.25.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 64 +++++++++++++++++++++++++-------------------------
 2 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 553df795..f45b68aa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.5",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.6",
-    "pyproject-fmt==2.24.1",
+    "pyproject-fmt==2.25.0",
     "pyrefly==1.1.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 6370acda..97eb9baf 100644
--- a/uv.lock
+++ b/uv.lock
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+    { url = "https://files.pythonhosted.org/packages/85/c9/f9d9e1c787d1a528d314dc9738a78952d734567d32474acbd028fc2ce922/pyproject_fmt-2.25.0-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:ff9f7e30b1dc6d83b668dfc02b29ff2a8c111d89a68d2efff4a86442dc23d982", size = 5078328, upload-time = "2026-06-17T18:45:04.405Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/fc/a2371dced5b1540d26b9db880c242758ad0daed68e4ccec9e305cf7326d2/pyproject_fmt-2.25.0-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:2163f1bb4c6cd81bc93d7d666170527ff12ad8334b973c764e023f5b68ea3ece", size = 5641748, upload-time = "2026-06-17T18:45:06.405Z" },
 ]
 
 [[package]]
@@ -1953,7 +1953,7 @@ wheels = [
 
 [[package]]
 name = "sphinx-substitution-extensions"
-version = "2026.1.12"
+version = "2026.6.17"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -1961,9 +1961,9 @@ dependencies = [
     { name = "myst-parser" },
     { name = "sphinx" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ca/3e/a82aa5fed0d06161a89dc2f6971b160f837cad44f196c467fc6b2132acaa/sphinx_substitution_extensions-2026.1.12.tar.gz", hash = "sha256:25e0c6c40fbf9e1df593883da946879044a3bf8d85652c8c58f354a53575d736", size = 31676, upload-time = "2026-01-12T06:19:35.324Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/dd/fb/6bf1b3e5bbd97d6f4632e2bb8f48518f8400cf0e4d2949f15be5a933b068/sphinx_substitution_extensions-2026.6.17.tar.gz", hash = "sha256:b7901937a43853bdaa97408ab8d73c9dc3497ec9bcf3a0c4b5fb2cce8baece13", size = 37045, upload-time = "2026-06-17T09:57:31.943Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9b/5e/9caa7167d2ef2b60326765150d64513be1b61b1864ad58a92683578b2776/sphinx_substitution_extensions-2026.1.12-py2.py3-none-any.whl", hash = "sha256:9152beb4f0f5cab52057681b376a473fa6b997defc85d4ac154dd12b13a3e987", size = 8766, upload-time = "2026-01-12T06:19:33.541Z" },
+    { url = "https://files.pythonhosted.org/packages/38/e9/b8f35529c3fa1fd3efd232113c5342bef4ab0cb703a1a3beda2fcccb6392/sphinx_substitution_extensions-2026.6.17-py2.py3-none-any.whl", hash = "sha256:9971b1e402d13faaca903af894130a831218f78e8e266d36cbcddad83b7f7609", size = 10152, upload-time = "2026-06-17T09:57:30.783Z" },
 ]
 
 [[package]]
@@ -2501,7 +2501,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.5" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.24.1" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.410" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2520,7 +2520,7 @@ requires-dist = [
     { name = "sphinx-inline-tabs", marker = "extra == 'dev'", specifier = "==2025.12.21.14" },
     { name = "sphinx-lint", marker = "extra == 'dev'", specifier = "==1.0.2" },
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
-    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.1.12" },
+    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.6.17" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
     { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.6.8.post1" },

From 87cc5ff289cf4719e23d705923353732c3221d2b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Jun 2026 22:22:27 +0000
Subject: [PATCH 651/792] chore(deps): Bump actions/checkout from 6 to 7

Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v6...v7)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml           |  2 +-
 .github/workflows/lint.yml         |  2 +-
 .github/workflows/publish-site.yml |  2 +-
 .github/workflows/release.yml      | 10 +++++-----
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8a9d605b..c7133574 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,7 +23,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           persist-credentials: false
       - name: Install uv
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 7f2874b7..b435a320 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -24,7 +24,7 @@ jobs:
     runs-on: ${{ matrix.platform }}
 
     steps:
-      - uses: actions/checkout@v6  # We need our tags in order to calculate the version
+      - uses: actions/checkout@v7  # We need our tags in order to calculate the version
         # in the Sphinx setup.
 
         with:
diff --git a/.github/workflows/publish-site.yml b/.github/workflows/publish-site.yml
index 75d3a6af..e27844c0 100644
--- a/.github/workflows/publish-site.yml
+++ b/.github/workflows/publish-site.yml
@@ -17,7 +17,7 @@ jobs:
       pages: write
       id-token: write
     steps:
-      - uses: actions/checkout@v6  # We need our tags in order to calculate the version
+      - uses: actions/checkout@v7  # We need our tags in order to calculate the version
         # in the Sphinx setup.
 
         with:
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 639e149b..34500ae5 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -25,7 +25,7 @@ jobs:
       contents: write
 
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           # See
           # https://github.com/stefanzweifel/git-auto-commit-action?tab=readme-ov-file#push-to-protected-branches
@@ -209,7 +209,7 @@ jobs:
       contents: write
 
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
           ref: ${{ needs.build.outputs.new_tag }}
@@ -264,7 +264,7 @@ jobs:
       packages: write
 
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
           ref: ${{ needs.build.outputs.new_tag }}
@@ -309,7 +309,7 @@ jobs:
       contents: write
 
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
           ref: ${{ needs.build.outputs.new_tag }}
@@ -392,7 +392,7 @@ jobs:
       contents: write
 
     steps:
-      - uses: actions/checkout@v6
+      - uses: actions/checkout@v7
         with:
           fetch-depth: 0
           ref: ${{ needs.build.outputs.new_tag }}

From 282e222475da0cc9dbac7940eef22736538654d4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Jun 2026 22:23:30 +0000
Subject: [PATCH 652/792] chore(deps-dev): Bump ruff from 0.15.17 to 0.15.18

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.17 to 0.15.18.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.17...0.15.18)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.18
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f45b68aa..c34175f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.17",
+    "ruff==0.15.18",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From ffef88e6f0da5fffb4c69622c3299480a372593d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Jun 2026 22:24:24 +0000
Subject: [PATCH 653/792] chore(deps): Bump ruff from 0.15.17 to 0.15.18

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.17 to 0.15.18.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.17...0.15.18)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.18
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 68 +++++++++++++++++++++++++-------------------------
 2 files changed, 35 insertions(+), 35 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f45b68aa..c34175f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.17",
+    "ruff==0.15.18",
     "setuptools-scm==10.0.5",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 97eb9baf..e2a23af0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1727,27 +1727,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.17"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/8c/a9/3abdf488f1bf3d24c699415e454ed554a6350d5d89ce183be1ee0a3361ac/ruff-0.15.17.tar.gz", hash = "sha256:2ec446937fd16c8c4de2674a209cc5af64d9c6f17d21fbf1151054fa0bcf5219", size = 4743346, upload-time = "2026-06-11T17:54:47.663Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/4d/e11259f5da07cb6afb2d074c31bf09da9671993f7329d4f15d2fdc458301/ruff-0.15.17-py3-none-linux_armv6l.whl", hash = "sha256:d9feddb927fc68bd295f5eebc587a7e42cfaf9b65f60ca4a2386febff575da8f", size = 10856677, upload-time = "2026-06-11T17:54:49.533Z" },
-    { url = "https://files.pythonhosted.org/packages/29/3e/772d679e1a0dc058e58875bd2c0cb713a0530877b4a76fee3c7966df0d49/ruff-0.15.17-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:25805a226d741c47d274a35ad5c10a7dde175fcddfa511d7cf3da0a21eb3eab7", size = 11223443, upload-time = "2026-06-11T17:55:00.573Z" },
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 [[package]]
@@ -2510,7 +2510,7 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
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     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
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     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From c7e0f3fa957f3e60e73b95ff12b04889ccacabc5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 22:22:45 +0000
Subject: [PATCH 654/792] chore(deps): Bump pytest from 9.1.0 to 9.1.1

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.1.0 to 9.1.1.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/9.1.0...9.1.1)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.1.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c34175f3..7d995eed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyrefly==1.1.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",
-    "pytest==9.1.0",
+    "pytest==9.1.1",
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",

From ff90feaf6a2dbaf4759906ef4dea036c1054ed1a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 22:23:17 +0000
Subject: [PATCH 655/792] chore(deps-dev): Bump ty from 0.0.50 to 0.0.51

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.50 to 0.0.51.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.50...0.0.51)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.51
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c34175f3..2d800fc2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.50",
+    "ty==0.0.51",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 11079eb716cbf8360a3223605b15294a1fb20dd0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 22:24:13 +0000
Subject: [PATCH 656/792] chore(deps): Bump pytest from 9.1.0 to 9.1.1

Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.1.0 to 9.1.1.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/9.1.0...9.1.1)

---
updated-dependencies:
- dependency-name: pytest
  dependency-version: 9.1.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c34175f3..7d995eed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,7 +56,7 @@ optional-dependencies.dev = [
     "pyrefly==1.1.0",
     "pyright==1.1.410",
     "pyroma==5.0.1",
-    "pytest==9.1.0",
+    "pytest==9.1.1",
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
diff --git a/uv.lock b/uv.lock
index e2a23af0..33352ed8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1442,7 +1442,7 @@ wheels = [
 
 [[package]]
 name = "pytest"
-version = "9.1.0"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -1451,9 +1451,9 @@ dependencies = [
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     { name = "pygments" },
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 ]
 
 [[package]]
@@ -2505,7 +2505,7 @@ requires-dist = [
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.410" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
-    { name = "pytest", marker = "extra == 'dev'", specifier = "==9.1.0" },
+    { name = "pytest", marker = "extra == 'dev'", specifier = "==9.1.1" },
     { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.26" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },

From 97464f3034bcce4c579a358d7148bbcaa9c89ef6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 22:24:36 +0000
Subject: [PATCH 657/792] chore(deps): Bump ty from 0.0.50 to 0.0.51

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.50 to 0.0.51.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.50...0.0.51)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.51
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c34175f3..2d800fc2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.50",
+    "ty==0.0.51",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index e2a23af0..a31490e1 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2298,27 +2298,27 @@ wheels = [
 
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     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 8a1cb8797dece8b829c29b22f34f6578eee5e4fe Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 22:27:04 +0000
Subject: [PATCH 658/792] chore(deps-dev): Bump pyrefly from 1.1.0 to 1.1.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 1.1.0 to 1.1.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/1.1.0...1.1.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.1.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2fc73e8a..de991b7a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.0",
-    "pyrefly==1.1.0",
+    "pyrefly==1.1.1",
     "pyright==1.1.410",
     "pyroma==5.0.1",
     "pytest==9.1.1",

From 6361057080039f33522a6b693df2a896122aff12 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 22:27:12 +0000
Subject: [PATCH 659/792] chore(deps): Bump pyrefly from 1.1.0 to 1.1.1

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 1.1.0 to 1.1.1.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/1.1.0...1.1.1)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.1.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 72 +++++++++++++++++++++++++-------------------------
 2 files changed, 37 insertions(+), 37 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2fc73e8a..de991b7a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
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     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.0",
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+    "pyrefly==1.1.1",
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     "pyroma==5.0.1",
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diff --git a/uv.lock b/uv.lock
index 33352ed8..5910e832 100644
--- a/uv.lock
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From 8e4a5d165ca07493b6a3aa5a52523ad5851d957a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 22:27:14 +0000
Subject: [PATCH 660/792] chore(deps): Bump pydantic-settings from 2.12.0 to
 2.14.2

Bumps [pydantic-settings](https://github.com/pydantic/pydantic-settings) from 2.12.0 to 2.14.2.
- [Release notes](https://github.com/pydantic/pydantic-settings/releases)
- [Commits](https://github.com/pydantic/pydantic-settings/compare/v2.12.0...v2.14.2)

---
updated-dependencies:
- dependency-name: pydantic-settings
  dependency-version: 2.14.2
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 50 +++++++++++++++++++++++++-------------------------
 1 file changed, 25 insertions(+), 25 deletions(-)

diff --git a/uv.lock b/uv.lock
index 33352ed8..853af0a2 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.50" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.51" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From ddf94bca42473ea20eb94056a0f251be9b7b1b5a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Jun 2026 22:22:42 +0000
Subject: [PATCH 661/792] chore(deps-dev): Bump zizmor from 1.25.2 to 1.26.1

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.25.2 to 1.26.1.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.25.2...v1.26.1)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.26.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index de991b7a..55f6f1cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.25.2",
+    "zizmor==1.26.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 555b7d956084ce33931f291fd5849fec0e47d57b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Jun 2026 22:22:49 +0000
Subject: [PATCH 662/792] chore(deps-dev): Bump setuptools-scm from 10.0.5 to
 10.1.1

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.0.5 to 10.1.1.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.0.5...setuptools-scm-v10.1.1)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.1.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index de991b7a..c6879b83 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
     "ruff==0.15.18",
-    "setuptools-scm==10.0.5",
+    "setuptools-scm==10.1.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 965a12d20eb20f362895e813d1498ae49fd82aa1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Jun 2026 22:24:58 +0000
Subject: [PATCH 663/792] chore(deps): Bump zizmor from 1.25.2 to 1.26.1

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.25.2 to 1.26.1.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.25.2...v1.26.1)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.26.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 30 +++++++++++++++---------------
 2 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index de991b7a..55f6f1cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.25.2",
+    "zizmor==1.26.1",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
diff --git a/uv.lock b/uv.lock
index 0f96d858..0b3067a2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2535,7 +2535,7 @@ requires-dist = [
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
-    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.25.2" },
+    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.26.1" },
 ]
 provides-extras = ["dev", "release"]
 
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From c992f581a171ba85f0cb229e1b083371dfa79901 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 23 Jun 2026 22:22:46 +0000
Subject: [PATCH 664/792] chore(deps-dev): Bump ty from 0.0.51 to 0.0.52

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.51 to 0.0.52.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.51...0.0.52)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.52
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index abde714e..dd4351ef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.51",
+    "ty==0.0.52",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 724aa5253b1dbfa3360d4de06e0f181979efb5e6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 23 Jun 2026 22:23:52 +0000
Subject: [PATCH 665/792] chore(deps-dev): Bump setuptools-scm from 10.1.1 to
 10.1.2

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.1.1 to 10.1.2.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.1.1...setuptools-scm-v10.1.2)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.1.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index abde714e..317831f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
     "ruff==0.15.18",
-    "setuptools-scm==10.1.1",
+    "setuptools-scm==10.1.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 253cdfb3d7901cf36b31c7355d344d5db68fd09e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 23 Jun 2026 22:24:08 +0000
Subject: [PATCH 666/792] chore(deps): Bump ty from 0.0.51 to 0.0.52

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.51 to 0.0.52.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.51...0.0.52)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.52
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 58 +++++++++++++++++++++++++-------------------------
 2 files changed, 30 insertions(+), 30 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index abde714e..dd4351ef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.51",
+    "ty==0.0.52",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
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 [[package]]
@@ -2386,14 +2386,14 @@ wheels = [
 
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+version = "2.1.2"
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 dependencies = [
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 [[package]]
@@ -2511,7 +2511,7 @@ requires-dist = [
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
     { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.18" },
-    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.0.5" },
+    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.1.1" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },
     { name = "sphinx", marker = "extra == 'dev'", specifier = "==9.1.0" },
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.51" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.52" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 5bc33f1dd94026f5ed9ad5127fa857dc1a6b9c54 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 23 Jun 2026 22:24:42 +0000
Subject: [PATCH 667/792] chore(deps-dev): Bump setuptools-scm from 10.1.1 to
 10.1.2

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.1.1 to 10.1.2.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.1.1...setuptools-scm-v10.1.2)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.1.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index abde714e..317831f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
     "ruff==0.15.18",
-    "setuptools-scm==10.1.1",
+    "setuptools-scm==10.1.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From c6ad4e9ded5277e8f7f89e9469aefe54e9151688 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 24 Jun 2026 22:23:06 +0000
Subject: [PATCH 668/792] chore(deps-dev): Bump ty from 0.0.52 to 0.0.53

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.52 to 0.0.53.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.52...0.0.53)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.53
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7d21283..85719706 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.52",
+    "ty==0.0.53",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 26ec3d7a0329a2a83e36865b6242a3f1a12bffe5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 24 Jun 2026 22:23:35 +0000
Subject: [PATCH 669/792] chore(deps-dev): Bump ruff from 0.15.18 to 0.15.19

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.18 to 0.15.19.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.18...0.15.19)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.19
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7d21283..6759c632 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.18",
+    "ruff==0.15.19",
     "setuptools-scm==10.1.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 5ba337c8fcd75693c324aaf4fdadd24856cf7f4e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 24 Jun 2026 22:23:49 +0000
Subject: [PATCH 670/792] chore(deps): Bump ruff from 0.15.18 to 0.15.19

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.18 to 0.15.19.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.18...0.15.19)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.19
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 52 +++++++++++++++++++++++++-------------------------
 2 files changed, 27 insertions(+), 27 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7d21283..6759c632 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.18",
+    "ruff==0.15.19",
     "setuptools-scm==10.1.2",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index acf047d6..dda4da52 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1727,27 +1727,27 @@ wheels = [
 
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 [[package]]
@@ -1774,16 +1774,16 @@ wheels = [
 
 [[package]]
 name = "setuptools-scm"
-version = "10.1.1"
+version = "10.1.2"
 source = { registry = "https://pypi.org/simple" }
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     { name = "setuptools" },
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 [[package]]
@@ -2510,8 +2510,8 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.18" },
-    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.1.1" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.19" },
+    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.1.2" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },
     { name = "sphinx", marker = "extra == 'dev'", specifier = "==9.1.0" },

From f84a0808502503f17ad885ce99d87f7305954dcb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 24 Jun 2026 22:23:52 +0000
Subject: [PATCH 671/792] chore(deps): Bump click from 8.4.1 to 8.4.2

Bumps [click](https://github.com/pallets/click) from 8.4.1 to 8.4.2.
- [Release notes](https://github.com/pallets/click/releases)
- [Changelog](https://github.com/pallets/click/blob/main/CHANGES.md)
- [Commits](https://github.com/pallets/click/compare/8.4.1...8.4.2)

---
updated-dependencies:
- dependency-name: click
  dependency-version: 8.4.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f7d21283..0a49f0a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ dynamic = [
 ]
 dependencies = [
     "beartype==0.22.9",
-    "click==8.4.1",
+    "click==8.4.2",
     "pyyaml==6.0.3",
     "vws-python==2026.2.25.1",
 ]

From 7ab9f995ec509207ded1679d94c48f114cf08122 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jun 2026 22:22:51 +0000
Subject: [PATCH 672/792] chore(deps-dev): Bump setuptools-scm from 10.1.2 to
 10.2.0

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.1.2 to 10.2.0.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.1.2...setuptools-scm-v10.2.0)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.2.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cfbc3d7..bc91c8d7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
     "ruff==0.15.19",
-    "setuptools-scm==10.1.2",
+    "setuptools-scm==10.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 834d24682c9b59b19a8fdaac9e36ee115d657d52 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jun 2026 22:23:24 +0000
Subject: [PATCH 673/792] chore(deps-dev): Bump ty from 0.0.53 to 0.0.54

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.53 to 0.0.54.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.53...0.0.54)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.54
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cfbc3d7..54ed4c72 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.53",
+    "ty==0.0.54",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From aebc2fc49211304eae51e1e286c9669e14828a2f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jun 2026 22:23:38 +0000
Subject: [PATCH 674/792] chore(deps): Bump pyright from 1.1.410 to 1.1.411

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.410 to 1.1.411.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.410...v1.1.411)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.411
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 60 +++++++++++++++++++++++++-------------------------
 2 files changed, 31 insertions(+), 31 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cfbc3d7..85ae0109 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.0",
     "pyrefly==1.1.1",
-    "pyright==1.1.410",
+    "pyright==1.1.411",
     "pyroma==5.0.1",
     "pytest==9.1.1",
     "pytest-beartype-tests==2026.4.26",
diff --git a/uv.lock b/uv.lock
index dda4da52..64a10218 100644
--- a/uv.lock
+++ b/uv.lock
@@ -247,14 +247,14 @@ wheels = [
 
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 [[package]]
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+version = "1.1.411"
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 ]
 
 [[package]]
@@ -2487,7 +2487,7 @@ requires-dist = [
     { name = "beartype", specifier = "==0.22.9" },
     { name = "check-manifest", marker = "extra == 'dev'", specifier = "==0.51" },
     { name = "check-wheel-contents", marker = "extra == 'release'", specifier = "==0.6.3" },
-    { name = "click", specifier = "==8.4.1" },
+    { name = "click", specifier = "==8.4.2" },
     { name = "deptry", marker = "extra == 'dev'", specifier = "==0.25.1" },
     { name = "doc8", marker = "extra == 'dev'", specifier = "==2.0.0" },
     { name = "doccmd", marker = "extra == 'dev'", specifier = "==2026.5.25" },
@@ -2503,7 +2503,7 @@ requires-dist = [
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.1" },
-    { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.410" },
+    { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.1.1" },
     { name = "pytest-beartype-tests", marker = "extra == 'dev'", specifier = "==2026.4.26" },
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.52" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.53" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 34d15273b427ce933058c8cb43e9e58a88ae4385 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jun 2026 22:23:46 +0000
Subject: [PATCH 675/792] chore(deps-dev): Bump pyproject-fmt from 2.25.0 to
 2.25.1

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.25.0 to 2.25.1.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.25.0...pyproject-fmt/2.25.1)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.25.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cfbc3d7..67e5ce67 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.5",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.6",
-    "pyproject-fmt==2.25.0",
+    "pyproject-fmt==2.25.1",
     "pyrefly==1.1.1",
     "pyright==1.1.410",
     "pyroma==5.0.1",

From a923b76de3285cb93176c2807dc02842ce577aea Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jun 2026 22:24:22 +0000
Subject: [PATCH 676/792] chore(deps): Bump pyright from 1.1.410 to 1.1.411

Bumps [pyright](https://github.com/RobertCraigie/pyright-python) from 1.1.410 to 1.1.411.
- [Release notes](https://github.com/RobertCraigie/pyright-python/releases)
- [Commits](https://github.com/RobertCraigie/pyright-python/compare/v1.1.410...v1.1.411)

---
updated-dependencies:
- dependency-name: pyright
  dependency-version: 1.1.411
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9cfbc3d7..85ae0109 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ optional-dependencies.dev = [
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.0",
     "pyrefly==1.1.1",
-    "pyright==1.1.410",
+    "pyright==1.1.411",
     "pyroma==5.0.1",
     "pytest==9.1.1",
     "pytest-beartype-tests==2026.4.26",

From b4f1805e74ef0e545f859f06e3338d78090dafad Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jun 2026 22:27:27 +0000
Subject: [PATCH 677/792] chore(deps-dev): Bump ruff from 0.15.19 to 0.15.20

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.19 to 0.15.20.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.19...0.15.20)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.20
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 285027c8..7b750e57 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.19",
+    "ruff==0.15.20",
     "setuptools-scm==10.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 9ccde142e8d6cd0e5f8b847c5ae4c6331713b261 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jun 2026 22:29:12 +0000
Subject: [PATCH 678/792] chore(deps): Bump ruff from 0.15.19 to 0.15.20

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.19 to 0.15.20.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.19...0.15.20)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.20
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 152 ++++++++++++++++++++++++-------------------------
 2 files changed, 77 insertions(+), 77 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3d3c6090..d3a10834 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.19",
+    "ruff==0.15.20",
     "setuptools-scm==10.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 64a10218..afce7e4d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1352,33 +1352,33 @@ spelling = [
 
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 [[package]]
@@ -2501,7 +2501,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.5" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.1" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2510,8 +2510,8 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.19" },
-    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.1.2" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.20" },
+    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.0" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },
     { name = "sphinx", marker = "extra == 'dev'", specifier = "==9.1.0" },
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.53" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.54" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From c85cc37d92f09ecff59bca4cbb4e0eb8c38b9df2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Jun 2026 22:22:46 +0000
Subject: [PATCH 679/792] chore(deps-dev): Bump ty from 0.0.54 to 0.0.55

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.54 to 0.0.55.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.54...0.0.55)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.55
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d3a10834..cc6c7e34 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.54",
+    "ty==0.0.55",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 5e9c7bf47c0ac15308cdf9428d6c5ea675fe1371 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Jun 2026 22:24:22 +0000
Subject: [PATCH 680/792] chore(deps): Bump ty from 0.0.54 to 0.0.55

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.54 to 0.0.55.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.54...0.0.55)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.55
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d3a10834..cc6c7e34 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.54",
+    "ty==0.0.55",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index afce7e4d..a6c038d3 100644
--- a/uv.lock
+++ b/uv.lock
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+    { url = "https://files.pythonhosted.org/packages/e8/ca/cd88b6493dafc7db077f5e17c0438eb3af6e2d6d08f616dbb52a8ddfd567/ty-0.0.55-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:ef7d6deaacb73fec603666b5471f1dc5a5699aa84e11a6d4d644dd07ca72121e", size = 11441263, upload-time = "2026-06-27T00:27:14.087Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/fe/66b6915671653ab739f71e4f1b0528e69da64429b7ebf3840c625b6e43f2/ty-0.0.55-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:9aeea0fe5875d3cf37faf0e44d0fdf9669335467749741b8fc0103916fb5cd32", size = 11484584, upload-time = "2026-06-27T00:27:16.311Z" },
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+    { url = "https://files.pythonhosted.org/packages/4c/7a/99d59843bf8908a7f9f4d13fda107dbad07b7faa28ecd7860eacf363fb1c/ty-0.0.55-py3-none-win_amd64.whl", hash = "sha256:bf39cbfdc0add44d94bd3fff1f53c351418d134b6a66b87efdb7876d7b7a2224", size = 12150106, upload-time = "2026-06-27T00:27:24.881Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/44/20987505cedf2a865b08482f0eabc181fd9599b062964057ec8a128a4296/ty-0.0.55-py3-none-win_arm64.whl", hash = "sha256:f7f3700a9a060e8f1af11e4fb63fafcaf272b041781f4ccdfda2b3b5c6c1e439", size = 11560157, upload-time = "2026-06-27T00:27:27.332Z" },
 ]
 
 [[package]]
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.54" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.55" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 4a1e731dfbd4e226a0942a012a7281fa56c4683e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 1 Jul 2026 22:23:52 +0000
Subject: [PATCH 681/792] chore(deps-dev): Bump prek from 0.4.5 to 0.4.6

Bumps [prek](https://github.com/j178/prek) from 0.4.5 to 0.4.6.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.5...v0.4.6)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.6
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cc6c7e34..79860803 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.5",
+    "prek==0.4.6",
     "pydocstringformatter==0.7.5",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.1",

From d356711d1ec4162bc9639572d8162149aa61638f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 1 Jul 2026 22:24:07 +0000
Subject: [PATCH 682/792] chore(deps-dev): Bump ty from 0.0.55 to 0.0.56

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.55 to 0.0.56.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.55...0.0.56)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.56
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index cc6c7e34..b6ad4993 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.55",
+    "ty==0.0.56",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 7db9b471334e078716018335379b016ebdb853f9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Jul 2026 22:22:35 +0000
Subject: [PATCH 683/792] chore(deps): Bump astral-sh/setup-uv from 8.2.0 to
 8.3.0

Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.2.0 to 8.3.0.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.2.0...v8.3.0)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: 8.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml      | 2 +-
 .github/workflows/lint.yml    | 2 +-
 .github/workflows/release.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c7133574..0b270f04 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -27,7 +27,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.2.0
+        uses: astral-sh/setup-uv@v8.3.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index b435a320..af54d0c6 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -33,7 +33,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.2.0
+        uses: astral-sh/setup-uv@v8.3.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 34500ae5..bfb3be8b 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -38,7 +38,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.2.0
+        uses: astral-sh/setup-uv@v8.3.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'

From f21755290ea329054e368db950d35865f6ee70e3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Jul 2026 22:23:05 +0000
Subject: [PATCH 684/792] chore(deps-dev): Bump pydocstringformatter from 0.7.5
 to 1.0.0

Bumps [pydocstringformatter](https://github.com/DanielNoord/pydocstringformatter) from 0.7.5 to 1.0.0.
- [Release notes](https://github.com/DanielNoord/pydocstringformatter/releases)
- [Commits](https://github.com/DanielNoord/pydocstringformatter/compare/v0.7.5...v1.0.0)

---
updated-dependencies:
- dependency-name: pydocstringformatter
  dependency-version: 1.0.0
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index fd6876b2..3b5f3b0a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
     "prek==0.4.6",
-    "pydocstringformatter==0.7.5",
+    "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.1",
     "pyrefly==1.1.1",

From 19f2516540acad00dcf8d98b22cc8462350c0174 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Jul 2026 22:27:58 +0000
Subject: [PATCH 685/792] chore(deps-dev): Bump prek from 0.4.6 to 0.4.8

Bumps [prek](https://github.com/j178/prek) from 0.4.6 to 0.4.8.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.6...v0.4.8)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.8
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3b5f3b0a..b19a7ee8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.6",
+    "prek==0.4.8",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.1",

From b91f4d399df9ba23e5bbb0f1f5ff17a5f25d5d40 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Jul 2026 22:28:12 +0000
Subject: [PATCH 686/792] chore(deps): Bump prek from 0.4.6 to 0.4.8

Bumps [prek](https://github.com/j178/prek) from 0.4.6 to 0.4.8.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.6...v0.4.8)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 90 +++++++++++++++++++++++++-------------------------
 2 files changed, 46 insertions(+), 46 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3b5f3b0a..b19a7ee8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.1.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.6",
+    "prek==0.4.8",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.1",
diff --git a/uv.lock b/uv.lock
index a6c038d3..4c4b909a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1185,26 +1185,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.4.5"
+version = "0.4.8"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/8e/46/e436a6eb9fdb4d3fd08d0ab7fdba19fe03a9e994ec810de57869b853bd8e/prek-0.4.8.tar.gz", hash = "sha256:d15d8bef72ab7b02c7dc01458ac9e05b3131534492b5ce9bb11c4f6f636fa868", size = 494570, upload-time = "2026-07-04T12:05:10.941Z" }
 wheels = [
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 ]
 
 [[package]]
@@ -2498,8 +2498,8 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.1.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20.1" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.5" },
-    { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==0.7.5" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.8" },
+    { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.1" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.1" },
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.55" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.56" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From bd713a3f1377daa2bbc35d8bcf5e60f436c8c661 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 7 Jul 2026 22:22:35 +0000
Subject: [PATCH 687/792] chore(deps): Bump astral-sh/setup-uv from 8.3.0 to
 8.3.1

Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.3.0 to 8.3.1.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.3.0...v8.3.1)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: 8.3.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml      | 2 +-
 .github/workflows/lint.yml    | 2 +-
 .github/workflows/release.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0b270f04..1a5928c2 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -27,7 +27,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.0
+        uses: astral-sh/setup-uv@v8.3.1
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index af54d0c6..1e20ef86 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -33,7 +33,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.0
+        uses: astral-sh/setup-uv@v8.3.1
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index bfb3be8b..7fa943e9 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -38,7 +38,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.0
+        uses: astral-sh/setup-uv@v8.3.1
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'

From 6c3ce0a05f3e9bb318fe09e9986a670b7a5076b2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2026 22:22:39 +0000
Subject: [PATCH 688/792] chore(deps): Bump astral-sh/setup-uv from 8.3.1 to
 8.3.2

Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.3.1 to 8.3.2.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.3.1...v8.3.2)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: 8.3.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml      | 2 +-
 .github/workflows/lint.yml    | 2 +-
 .github/workflows/release.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1a5928c2..a5777f74 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -27,7 +27,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.1
+        uses: astral-sh/setup-uv@v8.3.2
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 1e20ef86..3fd88a8a 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -33,7 +33,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.1
+        uses: astral-sh/setup-uv@v8.3.2
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 7fa943e9..9f658a98 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -38,7 +38,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.1
+        uses: astral-sh/setup-uv@v8.3.2
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'

From 74403a7c56bb845354c82e4e293874267547f0e3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2026 22:22:55 +0000
Subject: [PATCH 689/792] chore(deps-dev): Bump mypy from 2.1.0 to 2.2.0

Bumps [mypy](https://github.com/python/mypy) from 2.1.0 to 2.2.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v2.1.0...v2.2.0)

---
updated-dependencies:
- dependency-name: mypy
  dependency-version: 2.2.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b19a7ee8..1835d483 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==2.1.0",
+    "mypy[faster-cache]==2.2.0",
     "mypy-strict-kwargs==2026.5.20.1",
     "prek==0.4.8",
     "pydocstringformatter==1.0.0",

From 0d058ecb0b83c1d6f3f4d9fd234583caf20182ba Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2026 22:23:14 +0000
Subject: [PATCH 690/792] chore(deps-dev): Bump ty from 0.0.56 to 0.0.57

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.56 to 0.0.57.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.56...0.0.57)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.57
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b19a7ee8..515e4a92 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.56",
+    "ty==0.0.57",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From d40dc6b6bc8d3891543c2fb46310f383102c67aa Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2026 22:24:16 +0000
Subject: [PATCH 691/792] chore(deps): Bump torchvision from 0.27.1 to 0.28.0

Bumps [torchvision](https://github.com/pytorch/vision) from 0.27.1 to 0.28.0.
- [Release notes](https://github.com/pytorch/vision/releases)
- [Commits](https://github.com/pytorch/vision/compare/v0.27.1...v0.28.0)

---
updated-dependencies:
- dependency-name: torchvision
  dependency-version: 0.28.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 95 ++++++++++++++++++++++++++++++---------------------------
 1 file changed, 50 insertions(+), 45 deletions(-)

diff --git a/uv.lock b/uv.lock
index 4c4b909a..f3e8bf15 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1148,8 +1148,8 @@ name = "piq"
 version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.28.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.28.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/8a/ae/9274f8e3f216759311a460a896594f04aade8a9f1171c0a732cc613c3b21/piq-0.8.0.tar.gz", hash = "sha256:ea74938ce11845d63fed3185694cdf9641f85bd19718dc3394f8008811b847d4", size = 91316, upload-time = "2023-07-04T21:28:05.877Z" }
 wheels = [
@@ -2161,7 +2161,7 @@ wheels = [
 
 [[package]]
 name = "torch"
-version = "2.12.1"
+version = "2.13.0"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
@@ -2176,14 +2176,14 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:c75e93173c700bccd6bfcc4a9d19ce242ab6dacd1f1781483027a16239b9e650", upload-time = "2026-06-17T15:44:09Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:e9b6f7d2dd66ea87a3ae620069d31335d594c06effb1a383bdd21cfe61e44ece", upload-time = "2026-06-17T15:44:16Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:2afbb2bdaa8a95040e733f05492ddf133c3967c9b7ce0abd218d704b6cab437d", upload-time = "2026-06-17T15:44:24Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:d849b390e07d8d333ce8ecaf91b273c656c598379a19c9acf1318a883f6b391c", upload-time = "2026-07-08T12:26:28Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:c28def70706c2f9ecc752574766e8ae4da9b810ab6676b611166761a78a9f1e1", upload-time = "2026-07-08T12:26:33Z" },
 ]
 
 [[package]]
 name = "torch"
-version = "2.12.1+cpu"
+version = "2.13.0+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
     "python_full_version >= '3.15' and sys_platform != 'darwin'",
@@ -2200,18 +2200,23 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
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 [[package]]
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+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.28.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.28.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "towncrier" },
     { name = "ty" },
     { name = "types-pyyaml" },
@@ -2573,11 +2578,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.12.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchmetrics" },
-    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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+    { name = "torchvision", version = "0.28.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.28.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From 437a011653bced1035c4ed597a33ba98a06bea20 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2026 22:24:37 +0000
Subject: [PATCH 692/792] chore(deps): Bump torch from 2.12.1 to 2.13.0

Bumps [torch](https://github.com/pytorch/pytorch) from 2.12.1 to 2.13.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/compare/v2.12.1...v2.13.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 95 ++++++++++++++++++++++++++++++---------------------------
 1 file changed, 50 insertions(+), 45 deletions(-)

diff --git a/uv.lock b/uv.lock
index 4c4b909a..f3e8bf15 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1148,8 +1148,8 @@ name = "piq"
 version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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-    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.28.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.28.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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 sdist = { url = "https://files.pythonhosted.org/packages/8a/ae/9274f8e3f216759311a460a896594f04aade8a9f1171c0a732cc613c3b21/piq-0.8.0.tar.gz", hash = "sha256:ea74938ce11845d63fed3185694cdf9641f85bd19718dc3394f8008811b847d4", size = 91316, upload-time = "2023-07-04T21:28:05.877Z" }
 wheels = [
@@ -2161,7 +2161,7 @@ wheels = [
 
 [[package]]
 name = "torch"
-version = "2.12.1"
+version = "2.13.0"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
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@@ -2176,14 +2176,14 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
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+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:d849b390e07d8d333ce8ecaf91b273c656c598379a19c9acf1318a883f6b391c", upload-time = "2026-07-08T12:26:28Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:c28def70706c2f9ecc752574766e8ae4da9b810ab6676b611166761a78a9f1e1", upload-time = "2026-07-08T12:26:33Z" },
 ]
 
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-version = "2.12.1+cpu"
+version = "2.13.0+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
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 [[package]]
@@ -2222,8 +2227,8 @@ dependencies = [
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     { name = "numpy" },
     { name = "packaging" },
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+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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@@ -2232,7 +2237,7 @@ wheels = [
 
 [[package]]
 name = "torchvision"
-version = "0.27.1"
+version = "0.28.0"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
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@@ -2240,17 +2245,17 @@ resolution-markers = [
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+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
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 [[package]]
@@ -2462,10 +2467,10 @@ dev = [
     { name = "sphinxcontrib-spelling" },
     { name = "sphinxcontrib-towncrier" },
     { name = "strict-kwargs" },
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-    { name = "torchvision", version = "0.27.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.27.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torchvision", version = "0.28.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.28.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "towncrier" },
     { name = "ty" },
     { name = "types-pyyaml" },
@@ -2573,11 +2578,11 @@ dependencies = [
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.12.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "torchmetrics" },
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+    { name = "torchvision", version = "0.28.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.28.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },

From a24dc612d1dfde3a983a3199ec38d8e3beeaed2d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 8 Jul 2026 22:24:58 +0000
Subject: [PATCH 693/792] chore(deps): Bump ty from 0.0.56 to 0.0.57

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.56 to 0.0.57.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.56...0.0.57)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.57
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b19a7ee8..515e4a92 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.56",
+    "ty==0.0.57",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 4c4b909a..5d9d201f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2298,27 +2298,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2528,7 +2528,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.56" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.57" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From cc669c32b15352bfd417465b796cde675cb788cb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 9 Jul 2026 22:28:26 +0000
Subject: [PATCH 694/792] chore(deps-dev): Bump ruff from 0.15.20 to 0.15.21

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.20 to 0.15.21.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.20...0.15.21)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.21
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b047d8ac..af18e81e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.20",
+    "ruff==0.15.21",
     "setuptools-scm==10.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From d98d94423501027014ef5d1975e5c9487d0fbb67 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 9 Jul 2026 22:28:42 +0000
Subject: [PATCH 695/792] chore(deps): Bump ruff from 0.15.20 to 0.15.21

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.20 to 0.15.21.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.20...0.15.21)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.21
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 256 +++++++++++++++++++++++++------------------------
 2 files changed, 132 insertions(+), 126 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b047d8ac..af18e81e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.20",
+    "ruff==0.15.21",
     "setuptools-scm==10.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 258c3fce..dd4e42a3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -58,40 +58,43 @@ wheels = [
 
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 [[package]]
@@ -2501,7 +2507,7 @@ requires-dist = [
     { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
-    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.1.0" },
+    { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.2.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20.1" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.8" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
@@ -2515,7 +2521,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.20" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.21" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.0" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From 9eeff08f348851c43d0614c9c9efcbea71495515 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 9 Jul 2026 22:29:02 +0000
Subject: [PATCH 696/792] chore(deps-dev): Bump pyproject-fmt from 2.25.1 to
 2.25.2

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.25.1 to 2.25.2.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.25.1...pyproject-fmt/2.25.2)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.25.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b047d8ac..fa1fbc23 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.8",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
-    "pyproject-fmt==2.25.1",
+    "pyproject-fmt==2.25.2",
     "pyrefly==1.1.1",
     "pyright==1.1.411",
     "pyroma==5.0.1",

From 36e212413311edaf5c7a07ccd45120a5815508ba Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 9 Jul 2026 22:33:43 +0000
Subject: [PATCH 697/792] chore(deps): Bump soupsieve from 2.8.3 to 2.8.4

Bumps [soupsieve](https://github.com/facelessuser/soupsieve) from 2.8.3 to 2.8.4.
- [Release notes](https://github.com/facelessuser/soupsieve/releases)
- [Commits](https://github.com/facelessuser/soupsieve/compare/2.8.3...2.8.4)

---
updated-dependencies:
- dependency-name: soupsieve
  dependency-version: 2.8.4
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 62 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 31 insertions(+), 31 deletions(-)

diff --git a/uv.lock b/uv.lock
index dd4e42a3..d0d6a14a 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
@@ -2512,7 +2512,7 @@ requires-dist = [
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     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.1" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.2" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From 1f4781a17d9b6cc9dfa1a8fbbb3d6964dccc9e49 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Jul 2026 22:23:40 +0000
Subject: [PATCH 698/792] chore(deps-dev): Bump ty from 0.0.57 to 0.0.58

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.57 to 0.0.58.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.57...0.0.58)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.58
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3e440d7f..35ddc7b3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.57",
+    "ty==0.0.58",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 29f10f04b5c6814beb005e0b818a2e499534e346 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 10 Jul 2026 22:24:34 +0000
Subject: [PATCH 699/792] chore(deps): Bump ty from 0.0.57 to 0.0.58

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.57 to 0.0.58.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.57...0.0.58)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.58
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3e440d7f..35ddc7b3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.57",
+    "ty==0.0.58",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index d0d6a14a..ef2a7d32 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2309,27 +2309,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2539,7 +2539,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.57" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.58" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From cfd359a2172230693fb0f1b2e1ea01c877a682d2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Jul 2026 22:22:47 +0000
Subject: [PATCH 700/792] chore(deps-dev): Bump prek from 0.4.8 to 0.4.9

Bumps [prek](https://github.com/j178/prek) from 0.4.8 to 0.4.9.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.8...v0.4.9)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.9
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 35ddc7b3..3ea2dcb5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.2.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.8",
+    "prek==0.4.9",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.2",

From 2bf78fbd1a631fb720e4eaeed6e9b4cc0fcb169b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Jul 2026 22:23:01 +0000
Subject: [PATCH 701/792] chore(deps-dev): Bump ty from 0.0.58 to 0.0.59

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.58 to 0.0.59.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.58...0.0.59)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.59
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 35ddc7b3..58e497b1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.58",
+    "ty==0.0.59",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 5909bc5b7fbb4e46379d14ee0dd5a38e17b36db7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Jul 2026 22:23:23 +0000
Subject: [PATCH 702/792] chore(deps-dev): Bump pyproject-fmt from 2.25.2 to
 2.25.3

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.25.2 to 2.25.3.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.25.2...pyproject-fmt/2.25.3)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.25.3
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 35ddc7b3..142ab145 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.8",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
-    "pyproject-fmt==2.25.2",
+    "pyproject-fmt==2.25.3",
     "pyrefly==1.1.1",
     "pyright==1.1.411",
     "pyroma==5.0.1",

From 3d6a7d3e4a07148384de68bcaef3bcd877301863 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Jul 2026 22:24:12 +0000
Subject: [PATCH 703/792] chore(deps-dev): Bump mypy from 2.2.0 to 2.3.0

Bumps [mypy](https://github.com/python/mypy) from 2.2.0 to 2.3.0.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v2.2.0...v2.3.0)

---
updated-dependencies:
- dependency-name: mypy
  dependency-version: 2.3.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 35ddc7b3..e8162690 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ optional-dependencies.dev = [
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
-    "mypy[faster-cache]==2.2.0",
+    "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.5.20.1",
     "prek==0.4.8",
     "pydocstringformatter==1.0.0",

From 5f7a0092519164f31ab8cca2dddd1901424ddf12 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Jul 2026 22:24:48 +0000
Subject: [PATCH 704/792] chore(deps): Bump prek from 0.4.8 to 0.4.9

Bumps [prek](https://github.com/j178/prek) from 0.4.8 to 0.4.9.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.8...v0.4.9)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.9
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 35ddc7b3..3ea2dcb5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.2.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.8",
+    "prek==0.4.9",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.2",
diff --git a/uv.lock b/uv.lock
index ef2a7d32..f04d2830 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1191,26 +1191,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.4.8"
+version = "0.4.9"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/ea/df/94ed29398576e03494c5aacda8bfed9536edf348bed29cd09f382f2b9b23/prek-0.4.9.tar.gz", hash = "sha256:f8b86441484a5756f3fdb6f3b201d3d448f8845902a84653d78cbf6f875c424f", size = 492711, upload-time = "2026-07-11T11:04:04.332Z" }
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 ]
 
 [[package]]
@@ -2509,7 +2509,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.2.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.5.20.1" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.8" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.9" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.2" },

From 3afa4b26919f193ee8a783938318014df341bc2a Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 13 Jul 2026 22:55:21 +0000
Subject: [PATCH 705/792] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/NixOS/nixfmt: v1.3.1 → v1.4.0](https://github.com/NixOS/nixfmt/compare/v1.3.1...v1.4.0)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 74cdc030..c235fac6 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -53,7 +53,7 @@ default_install_hook_types: [pre-commit, pre-push]
 
 repos:
   - repo: https://github.com/NixOS/nixfmt
-    rev: v1.3.1
+    rev: v1.4.0
     hooks:
       - id: nixfmt
         stages: [manual]

From 1f22e5fd3638f40cae4f2ee550486ce6cc383460 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 14 Jul 2026 22:23:36 +0000
Subject: [PATCH 706/792] chore(deps-dev): Bump zizmor from 1.26.1 to 1.27.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.26.1 to 1.27.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.26.1...v1.27.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.27.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 531a97c1..a36f478e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.26.1",
+    "zizmor==1.27.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From f0615c16c8633e78b11c466818e218cd65369f62 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 14 Jul 2026 22:24:32 +0000
Subject: [PATCH 707/792] chore(deps): Bump zizmor from 1.26.1 to 1.27.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.26.1 to 1.27.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.26.1...v1.27.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.27.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 184 ++++++++++++++++++++++++-------------------------
 2 files changed, 93 insertions(+), 93 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 531a97c1..a36f478e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.26.1",
+    "zizmor==1.27.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
diff --git a/uv.lock b/uv.lock
index f04d2830..4f9d4bc2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -879,7 +879,7 @@ wheels = [
 
 [[package]]
 name = "mypy"
-version = "2.2.0"
+version = "2.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "ast-serialize" },
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     { name = "pathspec" },
     { name = "typing-extensions" },
 ]
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From 2f77edbe7d81ec2f6af6647ffe2aa36a11b4c8fc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Jul 2026 22:22:58 +0000
Subject: [PATCH 708/792] bump ruff from 0.15.21 to 0.15.22

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.21 to 0.15.22.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.21...0.15.22)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.22
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a36f478e..dca4757f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.21",
+    "ruff==0.15.22",
     "setuptools-scm==10.2.0",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 72875e01d35cfe282835a929af6f04b8a0cfa66e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Jul 2026 22:23:07 +0000
Subject: [PATCH 709/792] bump ty from 0.0.59 to 0.0.60

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.59 to 0.0.60.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.59...0.0.60)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.60
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a36f478e..5b882259 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.59",
+    "ty==0.0.60",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From f0ceb56f868dfb1479c2bc73cf3b694393603a63 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Jul 2026 22:23:53 +0000
Subject: [PATCH 710/792] bump prek from 0.4.9 to 0.4.10

Bumps [prek](https://github.com/j178/prek) from 0.4.9 to 0.4.10.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.9...v0.4.10)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.10
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index a36f478e..3cb357c8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.5.20.1",
-    "prek==0.4.9",
+    "prek==0.4.10",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.3",

From ff93daf4ed8e641c3e44bf0ef2840ef2f03f6935 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Jul 2026 22:24:31 +0000
Subject: [PATCH 711/792] bump ty from 0.0.59 to 0.0.60

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.59 to 0.0.60.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.59...0.0.60)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.60
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index a36f478e..5b882259 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.59",
+    "ty==0.0.60",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 4f9d4bc2..72d33164 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2309,27 +2309,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2539,7 +2539,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.59" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.60" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 8ea7a6240eaef2b11bc3d10c38bd8e1be38848a8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Jul 2026 22:22:40 +0000
Subject: [PATCH 712/792] Bump actions/setup-python from 6 to 7

Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6 to 7.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/v6...v7)

---
updated-dependencies:
- dependency-name: actions/setup-python
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 9f658a98..3611298c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -315,7 +315,7 @@ jobs:
           ref: ${{ needs.build.outputs.new_tag }}
 
       - name: Set up Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: '3.13'
 

From 7aacb74788bdf11ec6eda4941baea1676e597dc4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Jul 2026 22:23:18 +0000
Subject: [PATCH 713/792] Bump doccmd from 2026.5.25 to 2026.7.19

Bumps [doccmd](https://github.com/adamtheturtle/doccmd) from 2026.5.25 to 2026.7.19.
- [Release notes](https://github.com/adamtheturtle/doccmd/releases)
- [Changelog](https://github.com/adamtheturtle/doccmd/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/doccmd/compare/2026.05.25...2026.07.19)

---
updated-dependencies:
- dependency-name: doccmd
  dependency-version: 2026.7.19
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8104ce32..cd41a4b5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,7 @@ optional-dependencies.dev = [
     "check-manifest==0.51",
     "deptry==0.25.1",
     "doc8==2.0.0",
-    "doccmd==2026.5.25",
+    "doccmd==2026.7.19",
     "freezegun==1.5.5",
     "furo==2025.12.19",
     "hadolint-bin==2.14.0; sys_platform!='win32'",

From 55ab289fcb420c370dee12fae8ababa3551444e3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Jul 2026 22:23:38 +0000
Subject: [PATCH 714/792] Bump mypy-strict-kwargs from 2026.5.20.1 to
 2026.7.19.1

Bumps [mypy-strict-kwargs](https://github.com/adamtheturtle/mypy-strict-kwargs) from 2026.5.20.1 to 2026.7.19.1.
- [Release notes](https://github.com/adamtheturtle/mypy-strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/mypy-strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/mypy-strict-kwargs/compare/2026.05.20.1...2026.07.19.1)

---
updated-dependencies:
- dependency-name: mypy-strict-kwargs
  dependency-version: 2026.7.19.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8104ce32..3cb73ec0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,7 +48,7 @@ optional-dependencies.dev = [
     "hadolint-bin==2.14.0; sys_platform!='win32'",
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
-    "mypy-strict-kwargs==2026.5.20.1",
+    "mypy-strict-kwargs==2026.7.19.1",
     "prek==0.4.10",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",

From f65941e0a38623f3658b2f690f883d622a478f31 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Jul 2026 22:24:23 +0000
Subject: [PATCH 715/792] Bump ty from 0.0.60 to 0.0.61

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.60 to 0.0.61.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.60...0.0.61)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.61
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8104ce32..ce36f468 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.60",
+    "ty==0.0.61",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 7e7a7e3a8c4c6a8b64eb6e042906c92cbf16569b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Jul 2026 22:26:35 +0000
Subject: [PATCH 716/792] Bump pillow from 12.2.0 to 12.3.0

Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.2.0 to 12.3.0.
- [Release notes](https://github.com/python-pillow/Pillow/releases)
- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)
- [Commits](https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0)

---
updated-dependencies:
- dependency-name: pillow
  dependency-version: 12.3.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 uv.lock | 208 +++++++++++++++++++++++++++++---------------------------
 1 file changed, 106 insertions(+), 102 deletions(-)

diff --git a/uv.lock b/uv.lock
index 72d33164..952eaea0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -413,7 +413,7 @@ wheels = [
 
 [[package]]
 name = "doccmd"
-version = "2026.5.25"
+version = "2026.7.19"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -426,9 +426,9 @@ dependencies = [
     { name = "sybil" },
     { name = "sybil-extras" },
 ]
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.21" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.22" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.0" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From a756c65f3247a7ae3cb2efd3fda026473e907bac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Jul 2026 22:22:37 +0000
Subject: [PATCH 717/792] Bump astral-sh/setup-uv from 8.3.2 to 9.0.0

Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.3.2 to 9.0.0.
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.3.2...v9.0.0)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: 9.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/ci.yml      | 2 +-
 .github/workflows/lint.yml    | 2 +-
 .github/workflows/release.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a5777f74..7883e98d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -27,7 +27,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.2
+        uses: astral-sh/setup-uv@v9.0.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 3fd88a8a..3f48f573 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -33,7 +33,7 @@ jobs:
           fetch-tags: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.2
+        uses: astral-sh/setup-uv@v9.0.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 3611298c..e089fdb5 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -38,7 +38,7 @@ jobs:
           fetch-depth: 0
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v8.3.2
+        uses: astral-sh/setup-uv@v9.0.0
         with:
           enable-cache: true
           cache-dependency-glob: '**/pyproject.toml'

From a931ec4126087e62d07256168ed891fc60d487ac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Jul 2026 22:23:03 +0000
Subject: [PATCH 718/792] Bump setuptools-scm from 10.2.0 to 10.2.1

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.2.0 to 10.2.1.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.2.0...setuptools-scm-v10.2.1)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.2.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8c3c8574..b9f75a0c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
     "ruff==0.15.22",
-    "setuptools-scm==10.2.0",
+    "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From de82204525e53b220931c8ea55d9b6498f93c91d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Jul 2026 22:24:10 +0000
Subject: [PATCH 719/792] Bump zizmor from 1.27.0 to 1.28.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.27.0 to 1.28.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.27.0...v1.28.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.28.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8c3c8574..4d18fae8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.27.0",
+    "zizmor==1.28.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From f6e4cf4700c081f32063f50fe2b8f09824c9ce05 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Jul 2026 22:24:16 +0000
Subject: [PATCH 720/792] Bump setuptools-scm from 10.2.0 to 10.2.1

Bumps [setuptools-scm](https://github.com/pypa/setuptools-scm) from 10.2.0 to 10.2.1.
- [Release notes](https://github.com/pypa/setuptools-scm/releases)
- [Changelog](https://github.com/pypa/setuptools-scm/blob/main/RELEASE_SYSTEM.md)
- [Commits](https://github.com/pypa/setuptools-scm/compare/setuptools-scm-v10.2.0...setuptools-scm-v10.2.1)

---
updated-dependencies:
- dependency-name: setuptools-scm
  dependency-version: 10.2.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8c3c8574..b9f75a0c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
     "ruff==0.15.22",
-    "setuptools-scm==10.2.0",
+    "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
     # use it to lint shell commands in GitHub workflow files.

From 3a644701f2e7a8708afcdb3fef70504d09b1d8fd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 21 Jul 2026 22:24:38 +0000
Subject: [PATCH 721/792] Bump zizmor from 1.27.0 to 1.28.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.27.0 to 1.28.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.27.0...v1.28.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.28.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 82 +++++++++++++++++++++++++-------------------------
 2 files changed, 42 insertions(+), 42 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8c3c8574..4d18fae8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.27.0",
+    "zizmor==1.28.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
diff --git a/uv.lock b/uv.lock
index 952eaea0..21cb15bb 100644
--- a/uv.lock
+++ b/uv.lock
@@ -931,14 +931,14 @@ wheels = [
 
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+version = "2026.7.19.1"
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+    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.28.0" },
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From c4fd2899dded996ca776bdfe95fc2a2964039112 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 22 Jul 2026 22:24:03 +0000
Subject: [PATCH 722/792] Bump ty from 0.0.61 to 0.0.62

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.61 to 0.0.62.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.61...0.0.62)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.62
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index de1ca3b2..f326389e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.61",
+    "ty==0.0.62",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From d79262671bb851434f7f4c9f60e83c7af74efd62 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 22 Jul 2026 22:24:52 +0000
Subject: [PATCH 723/792] Bump ty from 0.0.61 to 0.0.62

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.61 to 0.0.62.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.61...0.0.62)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.62
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 52 +++++++++++++++++++++++++-------------------------
 2 files changed, 27 insertions(+), 27 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index de1ca3b2..f326389e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.61",
+    "ty==0.0.62",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 21cb15bb..747fa38e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1784,16 +1784,16 @@ wheels = [
 
 [[package]]
 name = "setuptools-scm"
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@@ -2526,7 +2526,7 @@ requires-dist = [
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     { name = "pyyaml", specifier = "==6.0.3" },
     { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.22" },
-    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.0" },
+    { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.1" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },
     { name = "sphinx", marker = "extra == 'dev'", specifier = "==9.1.0" },
@@ -2543,7 +2543,7 @@ requires-dist = [
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     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.61" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.62" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 5907cb2d82c29647a50433d56d2ed102ff188e25 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 23 Jul 2026 22:22:58 +0000
Subject: [PATCH 724/792] Bump ruff from 0.15.22 to 0.16.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.22 to 0.16.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.22...0.16.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.16.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f326389e..9c265dc1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.22",
+    "ruff==0.16.0",
     "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From c2fd405eec15033c0135b00c93d6aaab136eff7f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 23 Jul 2026 22:23:26 +0000
Subject: [PATCH 725/792] Bump ty from 0.0.62 to 0.0.63

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.62 to 0.0.63.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.62...0.0.63)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.63
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f326389e..e03ef957 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.62",
+    "ty==0.0.63",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From b5c7472beb2c252cb17eddc9784d0c0a50c7c60b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 23 Jul 2026 22:24:18 +0000
Subject: [PATCH 726/792] Bump ty from 0.0.62 to 0.0.63

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.62 to 0.0.63.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.62...0.0.63)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.63
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f326389e..e03ef957 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.62",
+    "ty==0.0.63",
     "types-pyyaml==6.0.12.20260518",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
diff --git a/uv.lock b/uv.lock
index 747fa38e..a3d87bae 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2313,27 +2313,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2543,7 +2543,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.62" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.63" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 8e2f5ab7459b7b09ae446209ec06c76be5491e98 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 23 Jul 2026 22:24:35 +0000
Subject: [PATCH 727/792] Bump ruff from 0.15.22 to 0.16.0

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.22 to 0.16.0.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.22...0.16.0)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.16.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f326389e..9c265dc1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
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     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.15.22",
+    "ruff==0.16.0",
     "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 747fa38e..baa12e16 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1737,27 +1737,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2525,7 +2525,7 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.22" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.0" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.1" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From bf2772c55c53627404b61f9aa7966fd7d70c6f22 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 24 Jul 2026 09:45:42 +0100
Subject: [PATCH 728/792] Configure newly enabled Ruff rules

---
 pyproject.toml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 9c265dc1..4954523d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -135,6 +135,8 @@ lint.select = [
 lint.ignore = [
     # Ruff warns that this conflicts with the formatter.
     "COM812",
+    # Copyright headers are not required.
+    "CPY001",
     # Allow our chosen docstring line-style - pydocstringformatter handles formatting
     # but doesn't enforce D205 (blank line after summary) or D212 (summary on first line).
     "D205",

From b4125a40d1a4e2794353a68bc6fc99655500658f Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 24 Jul 2026 09:45:45 +0100
Subject: [PATCH 729/792] Configure newly enabled Ruff rules

---
 pyproject.toml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index 9c265dc1..4954523d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -135,6 +135,8 @@ lint.select = [
 lint.ignore = [
     # Ruff warns that this conflicts with the formatter.
     "COM812",
+    # Copyright headers are not required.
+    "CPY001",
     # Allow our chosen docstring line-style - pydocstringformatter handles formatting
     # but doesn't enforce D205 (blank line after summary) or D212 (summary on first line).
     "D205",

From 4e7067852da0495162217f8f431f57110e021258 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
 <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 08:46:46 +0000
Subject: [PATCH 730/792] [pre-commit.ci lite] apply automatic fixes

---
 uv.lock | 84 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 42 insertions(+), 42 deletions(-)

diff --git a/uv.lock b/uv.lock
index 747fa38e..7998543a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1737,27 +1737,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2177,13 +2177,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2201,13 +2201,13 @@ resolution-markers = [
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 ]
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-    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
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@@ -2253,9 +2253,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
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-    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
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@@ -2273,9 +2273,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
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@@ -2525,7 +2525,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.15.22" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.0" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.1" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From 6395dd3572243552cc854d5926fdde9486a46425 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 22:23:42 +0000
Subject: [PATCH 731/792] Bump prek from 0.4.10 to 0.4.11

Bumps [prek](https://github.com/j178/prek) from 0.4.10 to 0.4.11.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.10...v0.4.11)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.11
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c62eaef9..2fbe0065 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
-    "prek==0.4.10",
+    "prek==0.4.11",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.3",

From 3153efb4965802ab65676ed25c181d7393503298 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 22:23:57 +0000
Subject: [PATCH 732/792] Bump types-pyyaml from 6.0.12.20260518 to
 6.0.12.20260724

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20260518 to 6.0.12.20260724.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260724
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 48 ++++++++++++++++++++++++------------------------
 2 files changed, 25 insertions(+), 25 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c62eaef9..2c862915 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
     "ty==0.0.63",
-    "types-pyyaml==6.0.12.20260518",
+    "types-pyyaml==6.0.12.20260724",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
diff --git a/uv.lock b/uv.lock
index 4e79766b..1f48512a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2177,13 +2177,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2201,13 +2201,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2253,9 +2253,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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@@ -2273,9 +2273,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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@@ -2353,11 +2353,11 @@ wheels = [
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20260518"
+version = "6.0.12.20260724"
 source = { registry = "https://pypi.org/simple" }
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/8b/42/0337fefc615e20ee55d1c8f71b774a9b2b734a04669139c20753b27a2a3a/types_pyyaml-6.0.12.20260724-py3-none-any.whl", hash = "sha256:d57db930a4b2efbc57cf430ec8882765d246929432fa253092f383902329a453", size = 20312, upload-time = "2026-07-24T04:58:42.486Z" },
 ]
 
 [[package]]
@@ -2544,7 +2544,7 @@ requires-dist = [
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.63" },
-    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260518" },
+    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260724" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },

From 9fbf50f85a402c5b3f9063069354b34fd3480d12 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 22:24:07 +0000
Subject: [PATCH 733/792] Bump types-pyyaml from 6.0.12.20260518 to
 6.0.12.20260724

Bumps [types-pyyaml](https://github.com/python/typeshed) from 6.0.12.20260518 to 6.0.12.20260724.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-version: 6.0.12.20260724
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c62eaef9..2c862915 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
     "ty==0.0.63",
-    "types-pyyaml==6.0.12.20260518",
+    "types-pyyaml==6.0.12.20260724",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",

From ab5ca1f4594947ac5c7a58847838c71c979e386d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 22:24:51 +0000
Subject: [PATCH 734/792] Bump prek from 0.4.10 to 0.4.11

Bumps [prek](https://github.com/j178/prek) from 0.4.10 to 0.4.11.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.10...v0.4.11)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.11
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 78 +++++++++++++++++++++++++-------------------------
 2 files changed, 40 insertions(+), 40 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c62eaef9..2fbe0065 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
-    "prek==0.4.10",
+    "prek==0.4.11",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.25.3",
diff --git a/uv.lock b/uv.lock
index 4e79766b..2c4c2d6e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1195,26 +1195,26 @@ wheels = [
 
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+version = "0.4.11"
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 ]
 
 [[package]]
@@ -2177,13 +2177,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2201,13 +2201,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2253,9 +2253,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
@@ -2273,9 +2273,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:879ae6d4e2e3651582fb7187eafd535601cb5d019595d47e2c874262a000e88e", upload-time = "2026-07-08T12:26:39Z" },
@@ -2513,7 +2513,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.3.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.7.19.1" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.10" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.11" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.3" },

From bb039e78c00b08f376c3f1dd5112d20bd917ed32 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 24 Jul 2026 22:29:53 +0000
Subject: [PATCH 735/792] Bump strict-kwargs from 2026.6.8.post1 to 2026.7.24

Bumps [strict-kwargs](https://github.com/adamtheturtle/strict-kwargs) from 2026.6.8.post1 to 2026.7.24.
- [Release notes](https://github.com/adamtheturtle/strict-kwargs/releases)
- [Changelog](https://github.com/adamtheturtle/strict-kwargs/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/strict-kwargs/compare/2026.6.8-post.1...2026.7.24)

---
updated-dependencies:
- dependency-name: strict-kwargs
  dependency-version: 2026.7.24
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 10 +++++-----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d0611c78..7fea3bb3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -81,7 +81,7 @@ optional-dependencies.dev = [
     # Listed explicitly (despite being transitive via vws-python-mock) so that
     # [tool.uv.sources] can redirect to the CPU-only PyTorch index.
     # See: https://vws-python.github.io/vws-python-mock/installation.html#faster-installation
-    "strict-kwargs==2026.6.8.post1",
+    "strict-kwargs==2026.7.24",
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
diff --git a/uv.lock b/uv.lock
index 8abc4500..9f3dbd06 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2068,15 +2068,15 @@ wheels = [
 
 [[package]]
 name = "strict-kwargs"
-version = "2026.6.8.post1"
+version = "2026.7.24"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "ty" },
 ]
 wheels = [
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-    { url = "https://files.pythonhosted.org/packages/67/34/b28fac9d41ae163636b60b0df96c759b909f16c5c335c79cafd0d5572388/strict_kwargs-2026.6.8.post1-py3-none-manylinux_2_39_x86_64.whl", hash = "sha256:dd0e2c01f516accd748f51a103ba04b162010bdec4c869df8a16392104d9507b", size = 2963053, upload-time = "2026-06-08T19:00:08.414Z" },
-    { url = "https://files.pythonhosted.org/packages/33/92/b70c922af8a0da6ea134f0b67dbf590142995c331eecc3d5addbfa0d73ec/strict_kwargs-2026.6.8.post1-py3-none-win_amd64.whl", hash = "sha256:f515f25fe06b6cb54527d22e2b86a6811bb11617a8f12754318b1c775ff06dc2", size = 2674523, upload-time = "2026-06-08T19:00:10.171Z" },
+    { url = "https://files.pythonhosted.org/packages/67/ea/5be0b5ba196632ae08842b7e7a45c2baa4ad14be3aa0c410e9ffede761d2/strict_kwargs-2026.7.24-py3-none-macosx_11_0_arm64.whl", hash = "sha256:94a8679e751918df94239ae4513ce99d89653cbdf55eb7d9181037ded0a79562", size = 2897038, upload-time = "2026-07-24T09:33:29.353Z" },
+    { url = "https://files.pythonhosted.org/packages/88/dd/5e23899b7ff873217aead4d0f6a89fa50b1fd7c0cac04c93d713ae9ba4a8/strict_kwargs-2026.7.24-py3-none-manylinux_2_39_x86_64.whl", hash = "sha256:b788a347f66f5ee1ebc424632a2bce223ed0162da97a12327af75e0438df2836", size = 3084814, upload-time = "2026-07-24T09:33:30.907Z" },
+    { url = "https://files.pythonhosted.org/packages/43/ad/ef1e18303b9684e81dc9ffdb4ec3e8bb5065d5b8ec1b1da6cae0451341cc/strict_kwargs-2026.7.24-py3-none-win_amd64.whl", hash = "sha256:b727e83eff48ef0c6e14618f1ce04e70e4b9b8c7f0ee5f2a546bf8d30e77c729", size = 2799438, upload-time = "2026-07-24T09:33:32.471Z" },
 ]
 
 [[package]]
@@ -2538,7 +2538,7 @@ requires-dist = [
     { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.6.17" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
-    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.6.8.post1" },
+    { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.7.24" },
     { name = "torch", marker = "extra == 'dev'", specifier = ">=2.5.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },

From e4e88a33b70c6728df45182425cc62d40f93bc9d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Sat, 25 Jul 2026 05:20:46 +0100
Subject: [PATCH 736/792] Update strict-kwargs hook invocation

---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c235fac6..67a9e3ee 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -325,7 +325,7 @@ repos:
 
       - id: strict-kwargs-fix
         name: strict-kwargs
-        entry: uv run --extra=dev strict-kwargs check --fix --diff
+        entry: uv run --extra=dev strict-kwargs check --fix
         language: python
         types_or: [python]
         additional_dependencies:

From 43f7a82ccf23c33c011d3cfe5bdb435630b1a44e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 27 Jul 2026 22:22:54 +0000
Subject: [PATCH 737/792] Bump pyproject-fmt from 2.25.3 to 2.26.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.25.3 to 2.26.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.25.3...pyproject-fmt/2.26.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.26.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7fea3bb3..b7465187 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "prek==0.4.11",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
-    "pyproject-fmt==2.25.3",
+    "pyproject-fmt==2.26.0",
     "pyrefly==1.1.1",
     "pyright==1.1.411",
     "pyroma==5.0.1",

From fe25f750bb1da01d2f3f8cefabe871af03a8c371 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 27 Jul 2026 22:23:16 +0000
Subject: [PATCH 738/792] Bump ty from 0.0.63 to 0.0.64

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.63 to 0.0.64.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.63...0.0.64)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.64
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 7fea3bb3..e4723b8a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.63",
+    "ty==0.0.64",
     "types-pyyaml==6.0.12.20260724",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 9d34fb6a5b58ca2b92aa802346fdfe24f47ff71e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 29 Jul 2026 22:23:46 +0000
Subject: [PATCH 739/792] Bump ty from 0.0.64 to 0.0.65

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.64 to 0.0.65.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.64...0.0.65)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.65
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b924d663..0c3461b0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.64",
+    "ty==0.0.65",
     "types-pyyaml==6.0.12.20260724",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",

From 4e66bceb4f473aa7f16fac3b335eb74e004e359e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 29 Jul 2026 22:24:25 +0000
Subject: [PATCH 740/792] Bump ty from 0.0.64 to 0.0.65

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.64 to 0.0.65.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.64...0.0.65)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.65
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |   2 +-
 uv.lock        | 100 ++++++++++++++++++++++++-------------------------
 2 files changed, 51 insertions(+), 51 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b924d663..0c3461b0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
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+    "ty==0.0.65",
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diff --git a/uv.lock b/uv.lock
index 9f3dbd06..75f32744 100644
--- a/uv.lock
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 [[package]]
@@ -2516,7 +2516,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.11" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.25.3" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.26.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.1" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
@@ -2543,7 +2543,7 @@ requires-dist = [
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     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.63" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.65" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260724" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },

From 8069be3b71ea986605a51660f5b8e2e2f1f57b66 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 30 Jul 2026 22:22:30 +0000
Subject: [PATCH 741/792] Bump docker/login-action from 4 to 4.5.2

Bumps [docker/login-action](https://github.com/docker/login-action) from 4 to 4.5.2.
- [Release notes](https://github.com/docker/login-action/releases)
- [Commits](https://github.com/docker/login-action/compare/v4...v4.5.2)

---
updated-dependencies:
- dependency-name: docker/login-action
  dependency-version: 4.5.2
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e089fdb5..5d38ed1c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -273,7 +273,7 @@ jobs:
         uses: docker/setup-buildx-action@v4
 
       - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v4
+        uses: docker/login-action@v4.5.2
         with:
           registry: ghcr.io
           username: ${{ github.actor }}

From 70d9f5c1e6a4486c7679b91183e9194c92dff6c4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Aug 2026 22:22:59 +0000
Subject: [PATCH 742/792] Bump docker/login-action from 4.5.2 to 4.6.0

Bumps [docker/login-action](https://github.com/docker/login-action) from 4.5.2 to 4.6.0.
- [Release notes](https://github.com/docker/login-action/releases)
- [Commits](https://github.com/docker/login-action/compare/v4.5.2...v4.6.0)

---
updated-dependencies:
- dependency-name: docker/login-action
  dependency-version: 4.6.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5d38ed1c..0d9cc682 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -273,7 +273,7 @@ jobs:
         uses: docker/setup-buildx-action@v4
 
       - name: Log in to GitHub Container Registry
-        uses: docker/login-action@v4.5.2
+        uses: docker/login-action@v4.6.0
         with:
           registry: ghcr.io
           username: ${{ github.actor }}

From ee3009998a0a2ab563919fc0b8c1830ab0106000 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Aug 2026 22:23:28 +0000
Subject: [PATCH 743/792] Bump ruff from 0.16.0 to 0.16.1

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.16.0 to 0.16.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.16.0...0.16.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.16.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0c3461b0..d97811ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.16.0",
+    "ruff==0.16.1",
     "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 11c7f48079676223771524c6af175bdc11a71280 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Aug 2026 22:26:07 +0000
Subject: [PATCH 744/792] Bump ruff from 0.16.0 to 0.16.1

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.16.0 to 0.16.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.16.0...0.16.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.16.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0c3461b0..d97811ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -60,7 +60,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.16.0",
+    "ruff==0.16.1",
     "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 75f32744..f95f8b2d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1737,27 +1737,27 @@ wheels = [
 
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 ]
 
 [[package]]
@@ -2525,7 +2525,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.0" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.1" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.1" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From e19841519745518587718d6c7494d930a7061b90 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 4 Aug 2026 22:23:05 +0000
Subject: [PATCH 745/792] Bump zizmor from 1.28.0 to 1.29.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.28.0 to 1.29.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.28.0...v1.29.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.29.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d97811ed..40ba8d2a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.28.0",
+    "zizmor==1.29.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",

From 499f195f72832ac8e6532728c2d6652473a0f211 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 4 Aug 2026 22:23:35 +0000
Subject: [PATCH 746/792] Bump pyrefly from 1.1.1 to 1.2.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 1.1.1 to 1.2.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/1.1.1...1.2.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.2.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d97811ed..9500ae6a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.26.0",
-    "pyrefly==1.1.1",
+    "pyrefly==1.2.0",
     "pyright==1.1.411",
     "pyroma==5.0.1",
     "pytest==9.1.1",

From 85a80bff1be0960701f11744223abcc6422ad6d3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 4 Aug 2026 22:24:25 +0000
Subject: [PATCH 747/792] Bump zizmor from 1.28.0 to 1.29.0

Bumps [zizmor](https://github.com/zizmorcore/zizmor) from 1.28.0 to 1.29.0.
- [Release notes](https://github.com/zizmorcore/zizmor/releases)
- [Changelog](https://github.com/zizmorcore/zizmor/blob/main/docs/release-notes.md)
- [Commits](https://github.com/zizmorcore/zizmor/compare/v1.28.0...v1.29.0)

---
updated-dependencies:
- dependency-name: zizmor
  dependency-version: 1.29.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 70 +++++++++++++++++++++++++-------------------------
 2 files changed, 36 insertions(+), 36 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d97811ed..40ba8d2a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ optional-dependencies.dev = [
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
-    "zizmor==1.28.0",
+    "zizmor==1.29.0",
 ]
 optional-dependencies.release = [
     "check-wheel-contents==0.6.3",
diff --git a/uv.lock b/uv.lock
index f95f8b2d..a08977fb 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2177,13 +2177,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2201,13 +2201,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2253,9 +2253,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
@@ -2273,9 +2273,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:879ae6d4e2e3651582fb7187eafd535601cb5d019595d47e2c874262a000e88e", upload-time = "2026-07-08T12:26:39Z" },
@@ -2550,7 +2550,7 @@ requires-dist = [
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
-    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.28.0" },
+    { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.29.0" },
 ]
 provides-extras = ["dev", "release"]
 
@@ -2662,18 +2662,18 @@ wheels = [
 
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From ab70779ab177aeb7285296884a183fd39abcb84b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 4 Aug 2026 22:24:54 +0000
Subject: [PATCH 748/792] Bump pyrefly from 1.1.1 to 1.2.0

Bumps [pyrefly](https://github.com/facebook/pyrefly) from 1.1.1 to 1.2.0.
- [Release notes](https://github.com/facebook/pyrefly/releases)
- [Commits](https://github.com/facebook/pyrefly/compare/1.1.1...1.2.0)

---
updated-dependencies:
- dependency-name: pyrefly
  dependency-version: 1.2.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 68 +++++++++++++++++++++++++-------------------------
 2 files changed, 35 insertions(+), 35 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d97811ed..9500ae6a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.26.0",
-    "pyrefly==1.1.1",
+    "pyrefly==1.2.0",
     "pyright==1.1.411",
     "pyroma==5.0.1",
     "pytest==9.1.1",
diff --git a/uv.lock b/uv.lock
index f95f8b2d..99d8f93a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1402,21 +1402,21 @@ wheels = [
 
 [[package]]
 name = "pyrefly"
-version = "1.1.1"
+version = "1.2.0"
 source = { registry = "https://pypi.org/simple" }
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 ]
 
 [[package]]
@@ -2177,13 +2177,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2201,13 +2201,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2253,9 +2253,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
@@ -2273,9 +2273,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:879ae6d4e2e3651582fb7187eafd535601cb5d019595d47e2c874262a000e88e", upload-time = "2026-07-08T12:26:39Z" },
@@ -2517,7 +2517,7 @@ requires-dist = [
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.26.0" },
-    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.1.1" },
+    { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.2.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },
     { name = "pytest", marker = "extra == 'dev'", specifier = "==9.1.1" },

From 1ed23b7e27ce632d9ab8809d075783da1a87a744 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 5 Aug 2026 17:26:12 +0100
Subject: [PATCH 749/792] Run shfmt through uv (#2423)

---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 67a9e3ee..18368806 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -164,7 +164,7 @@ repos:
 
       - id: shfmt
         name: shfmt
-        entry: shfmt --write --space-redirects --indent=4
+        entry: uv run --extra=dev shfmt --write --space-redirects --indent=4
         language: python
         pass_filenames: false
         types_or: [shell]

From e4358e5077667edab209113e1292079627c7e962 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 5 Aug 2026 19:02:54 +0100
Subject: [PATCH 750/792] Use prek action with autofix.ci (#2424)

* Use prek action with autofix.ci

* Retrigger checks after retiring pre-commit.ci
---
 .github/dependabot.yml        |  5 ++++
 .github/workflows/autofix.yml | 37 +++++++++++++++++++++++++++++
 .github/workflows/lint.yml    | 14 +++++------
 .pre-commit-config.yaml       | 44 -----------------------------------
 4 files changed, 48 insertions(+), 52 deletions(-)
 create mode 100644 .github/workflows/autofix.yml

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 20080dca..2b39b197 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -16,3 +16,8 @@ updates:
     schedule:
       interval: daily
     open-pull-requests-limit: 10
+
+  - package-ecosystem: pre-commit
+    directory: /
+    schedule:
+      interval: daily
diff --git a/.github/workflows/autofix.yml b/.github/workflows/autofix.yml
new file mode 100644
index 00000000..0f9e85c0
--- /dev/null
+++ b/.github/workflows/autofix.yml
@@ -0,0 +1,37 @@
+---
+name: autofix.ci
+
+on:
+  pull_request:
+    branches: [main]
+  push:
+    branches: [main]
+
+permissions:
+  contents: read
+
+jobs:
+  autofix:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v7
+        with:
+          fetch-depth: 0
+          fetch-tags: true
+          persist-credentials: false
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v9.0.0
+
+      - name: Run fixers
+        uses: j178/prek-action@v3.0.0
+        with:
+          prek-version: 0.4.11
+          extra-args: >-
+            --all-files --hook-stage pre-commit --no-fail-fast --verbose
+        env:
+          UV_NO_CACHE: '1'
+          UV_PYTHON: 3.13
+
+      - uses: autofix-ci/action@v1.3.4
+        if: always()
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 3f48f573..e45c29ef 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -39,21 +39,19 @@ jobs:
           cache-dependency-glob: '**/pyproject.toml'
 
       - name: Lint
-        # Use bash to ensure the step fails if any command fails.
-        # PowerShell does not fail on intermediate command failures by default.
-        shell: bash
-        run: uv run --extra=dev prek run --all-files --hook-stage ${{ matrix.hook-stage }}
-          --verbose
+        uses: j178/prek-action@v3.0.0
+        with:
+          prek-version: 0.4.11
+          extra-args: >-
+            --all-files --hook-stage ${{ matrix.hook-stage }} --verbose
         env:
+          UV_NO_CACHE: '1'
           UV_PYTHON: ${{ matrix.python-version }}
           # hadolint is not available on Windows.
           # nixfmt depends on the Haskell `unix` package, which is
           # not buildable on Windows.
           SKIP: ${{ runner.os == 'Windows' && 'hadolint,nixfmt' || '' }}
 
-      - uses: pre-commit-ci/lite-action@v1.1.0
-        if: always()
-
   completion-lint:
     needs: build
     runs-on: ubuntu-latest
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 18368806..22b2e2b7 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,50 +3,6 @@ fail_fast: true
 
 .uv_version: &uv_version uv==0.11.7
 
-# We use system Python, with required dependencies specified in pyproject.toml.
-# We therefore cannot use those dependencies in pre-commit CI.
-ci:
-  skip:
-    - actionlint
-    - hadolint
-    - check-manifest
-    - deptry
-    - doc8
-    - pydocstringformatter
-    - docs
-    - interrogate
-    - interrogate-docs
-    - linkcheck
-    - mypy
-    - mypy-docs
-    - nixfmt
-    - pylint
-    - pyproject-fmt-fix
-    - pyright
-    - pyright-docs
-    - pyright-verifytypes
-    - ty
-    - ty-docs
-    - pyroma
-    - ruff-check-fix
-    - ruff-check-fix-docs
-    - ruff-format-fix
-    - ruff-format-fix-docs
-    - shellcheck
-    - shellcheck-docs
-    - shfmt
-    - shfmt-docs
-    - spelling
-    - sphinx-lint
-    - strict-kwargs-fix
-    - vulture
-    - vulture-docs
-    - yamlfix
-    - zizmor
-    - pyrefly
-    - pyrefly-docs
-    - uv-lock
-
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
 default_install_hook_types: [pre-commit, pre-push]

From 54ac848fe3288235e3071815eb956eefd05890d4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 5 Aug 2026 18:05:14 +0000
Subject: [PATCH 751/792] Bump sphinx-substitution-extensions from 2026.6.17 to
 2026.8.2

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2026.6.17 to 2026.8.2.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2026.06.17...2026.08.02)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2026.8.2
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 8686694c..99795863 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,7 +73,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2025.12.21.14",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2026.6.17",
+    "sphinx-substitution-extensions==2026.8.2",
     "sphinxcontrib-spelling==8.0.2",
     # ``sphinxcontrib-towncrier`` renders unreleased news fragments
     # into docs/source/unreleased.rst during Sphinx builds.
diff --git a/uv.lock b/uv.lock
index 5c36e8bc..6af517c9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1963,7 +1963,7 @@ wheels = [
 
 [[package]]
 name = "sphinx-substitution-extensions"
-version = "2026.6.17"
+version = "2026.8.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -1971,9 +1971,9 @@ dependencies = [
     { name = "myst-parser" },
     { name = "sphinx" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dd/fb/6bf1b3e5bbd97d6f4632e2bb8f48518f8400cf0e4d2949f15be5a933b068/sphinx_substitution_extensions-2026.6.17.tar.gz", hash = "sha256:b7901937a43853bdaa97408ab8d73c9dc3497ec9bcf3a0c4b5fb2cce8baece13", size = 37045, upload-time = "2026-06-17T09:57:31.943Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/81/e8/acfb6f8da7cab19601f354d2c6b6f529e4924b5278afeda51b847db8239e/sphinx_substitution_extensions-2026.8.2.tar.gz", hash = "sha256:76af56133c7e84392582cbfcad633768b760ddea3b4a80168fe48061d3cd3195", size = 41053, upload-time = "2026-08-02T07:17:17.58Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/38/e9/b8f35529c3fa1fd3efd232113c5342bef4ab0cb703a1a3beda2fcccb6392/sphinx_substitution_extensions-2026.6.17-py2.py3-none-any.whl", hash = "sha256:9971b1e402d13faaca903af894130a831218f78e8e266d36cbcddad83b7f7609", size = 10152, upload-time = "2026-06-17T09:57:30.783Z" },
+    { url = "https://files.pythonhosted.org/packages/74/eb/cf6c1e5244e7b6dc62482e0c026f1042fdf15dedb8b8256e25b54fa34c28/sphinx_substitution_extensions-2026.8.2-py3-none-any.whl", hash = "sha256:0ca67b78c9ce301e0942eee5f524a95e0c051523a33d2ea0988a4fc3471f816f", size = 11266, upload-time = "2026-08-02T07:17:16.13Z" },
 ]
 
 [[package]]
@@ -2535,7 +2535,7 @@ requires-dist = [
     { name = "sphinx-inline-tabs", marker = "extra == 'dev'", specifier = "==2025.12.21.14" },
     { name = "sphinx-lint", marker = "extra == 'dev'", specifier = "==1.0.2" },
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
-    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.6.17" },
+    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.8.2" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
     { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.7.24" },

From 6244866f5a5fb33965e7dc519c2062cd3c3a9ff5 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 5 Aug 2026 18:18:37 +0100
Subject: [PATCH 752/792] Add no-defaults linting

---
 .pre-commit-config.yaml | 6 ++++++
 pyproject.toml          | 5 +++++
 2 files changed, 11 insertions(+)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 22b2e2b7..90abbe1b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -430,3 +430,9 @@ repos:
         types_or: [markdown, rst]
         additional_dependencies:
           - *uv_version
+
+  - repo: https://github.com/adamtheturtle/no-defaults
+    rev: v1.0.0
+    hooks:
+      - id: no-defaults
+        stages: [pre-commit]
diff --git a/pyproject.toml b/pyproject.toml
index 8686694c..f4e37e26 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -171,6 +171,7 @@ lint.per-file-ignores."tests/test_*.py" = [
 lint.unfixable = [
     "ERA001",
 ]
+lint.external = [ "NOD" ]
 lint.flake8-tidy-imports.banned-api."typing.cast".msg = "typing.cast is banned: use explicit type narrowing or a typed variable instead."
 lint.pydocstyle.convention = "google"
 
@@ -461,3 +462,7 @@ ignore_path = [
 [tool.yamlfix]
 section_whitelines = 1
 whitelines = 1
+
+[tool.no_defaults]
+private_only = true
+per_file_enforcement."tests/**" = "all"

From 630fd86dd989c6e7cd2618b9528ef1d65e924e8d Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 5 Aug 2026 23:14:35 +0100
Subject: [PATCH 753/792] Bump no-defaults to v1.0.1

Picks up the fix for annotated locals in dataclass methods being
misreported as fields (adamtheturtle/no-defaults#6).

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 90abbe1b..d8f1e2d7 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -432,7 +432,7 @@ repos:
           - *uv_version
 
   - repo: https://github.com/adamtheturtle/no-defaults
-    rev: v1.0.0
+    rev: v1.0.1
     hooks:
       - id: no-defaults
         stages: [pre-commit]

From 1c35e5274f458fca385657a6b6f2ea6898af5763 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 6 Aug 2026 05:31:28 +0100
Subject: [PATCH 754/792] Run no-defaults as a local uv hook

Run no-defaults as a local uv hook instead of the upstream pre-commit
hook, matching the other locally-defined hooks. The pin moves to the dev
extra in pyproject.toml, and the hook joins the pre-commit.ci skip list
alongside the other hooks that need project dependencies.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 .pre-commit-config.yaml | 16 ++++++++++------
 pyproject.toml          |  1 +
 uv.lock                 | 13 +++++++++++++
 3 files changed, 24 insertions(+), 6 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d8f1e2d7..7a35ad16 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -289,6 +289,16 @@ repos:
         stages: [pre-commit]
         require_serial: true
 
+      - id: no-defaults
+        name: no-defaults
+        entry: uv run --extra=dev no-defaults
+        language: python
+        types_or: [python]
+        additional_dependencies:
+          - *uv_version
+        stages: [pre-commit]
+        require_serial: true
+
       - id: interrogate-docs
         name: interrogate docs
         entry: uv run --extra=dev doccmd --no-write-to-file --example-workers 0 --language=python
@@ -430,9 +440,3 @@ repos:
         types_or: [markdown, rst]
         additional_dependencies:
           - *uv_version
-
-  - repo: https://github.com/adamtheturtle/no-defaults
-    rev: v1.0.1
-    hooks:
-      - id: no-defaults
-        stages: [pre-commit]
diff --git a/pyproject.toml b/pyproject.toml
index f4e37e26..b2b61c21 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,6 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
+    "no-defaults==1.0.1",
     "prek==0.4.11",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
diff --git a/uv.lock b/uv.lock
index 5c36e8bc..d7d13b54 100644
--- a/uv.lock
+++ b/uv.lock
@@ -976,6 +976,17 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9e/c9/b2622292ea83fbb4ec318f5b9ab867d0a28ab43c5717bb85b0a5f6b3b0a4/networkx-3.6.1-py3-none-any.whl", hash = "sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762", size = 2068504, upload-time = "2025-12-08T17:02:38.159Z" },
 ]
 
+[[package]]
+name = "no-defaults"
+version = "1.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f2/54/3454e62945b092758b587e0e4b7cf35aa77f88da5fc43f20790bf5d433ad/no_defaults-1.0.1.tar.gz", hash = "sha256:c309ae30960a08ebc2436e7a45aeea46b5eb1c73c65bf02220e41e5b5d01721c", size = 28426, upload-time = "2026-08-05T22:15:00.523Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6d/de/1e7659c6ce5babd9fa57c14463e2b50536b9d6d1754f58db0f0307da6986/no_defaults-1.0.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4584dff7a7bdf632ccff600bae628276ba66a9ede156808e55e6c9c411982d4f", size = 2034147, upload-time = "2026-08-05T22:14:55.306Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/2c/ff7f38b88649560ca6d18a0a5652c30f969438f0a8d993991825ba8c7ee9/no_defaults-1.0.1-py3-none-manylinux_2_34_x86_64.whl", hash = "sha256:da5ed90cedddebddfbda4bd3fa180eba42b39814e118b7f297cd6f7705edb6a7", size = 2206221, upload-time = "2026-08-05T22:14:57.542Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/a0/66a4ac44d0216e88e924e54756cee8282f4f04f646c02c5931b7f9bed933/no_defaults-1.0.1-py3-none-win_amd64.whl", hash = "sha256:31c9f3252b54d5e04e061f7aaf3b08571236eec5db1f20be91cc3cbf4be92827", size = 1931806, upload-time = "2026-08-05T22:14:59.254Z" },
+]
+
 [[package]]
 name = "nodeenv"
 version = "1.10.0"
@@ -2452,6 +2463,7 @@ dev = [
     { name = "interrogate" },
     { name = "mypy", extra = ["faster-cache"] },
     { name = "mypy-strict-kwargs" },
+    { name = "no-defaults" },
     { name = "prek" },
     { name = "pydocstringformatter" },
     { name = "pylint", extra = ["spelling"] },
@@ -2513,6 +2525,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.3.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.7.19.1" },
+    { name = "no-defaults", marker = "extra == 'dev'", specifier = "==1.0.1" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.11" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },

From ebd36ede16b9c5e7dc10069f94d41cd86c49297c Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 6 Aug 2026 18:12:41 +0100
Subject: [PATCH 755/792] Lint reStructuredText prose with Vale

Ban em dashes in reStructuredText using the pinned ClearProse Vale style
package.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 .gitignore              |  3 +++
 .pre-commit-config.yaml | 27 +++++++++++++++++++++++++++
 .vale.ini               |  7 +++++++
 pyproject.toml          |  2 ++
 uv.lock                 | 11 +++++++++++
 5 files changed, 50 insertions(+)
 create mode 100644 .vale.ini

diff --git a/.gitignore b/.gitignore
index 2149e79f..f698e90d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -112,3 +112,6 @@ src/*/_setuptools_scm_version.py
 
 # Nix
 result
+
+# Vale styles downloaded by ``vale sync``
+styles/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7a35ad16..439e2307 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -309,6 +309,33 @@ repos:
           - *uv_version
         stages: [pre-commit]
 
+      # Vale enforces prose style rules, such as banning em dashes, in
+      # reStructuredText files.
+      # The rules come from the ``ClearProse`` package pinned in ``.vale.ini``,
+      # which ``vale sync`` downloads into the (gitignored) ``styles``
+      # directory.
+      # Vale needs ``rst2html`` from Docutils on the ``PATH`` to parse
+      # reStructuredText.
+      - id: vale-sync
+        name: vale sync
+        entry: uv run --extra=dev vale sync
+        language: python
+        pass_filenames: false
+        types_or: [rst]
+        additional_dependencies:
+          - *uv_version
+        stages: [pre-commit]
+
+      - id: vale
+        name: vale
+        entry: uv run --extra=dev vale
+        language: python
+        types_or: [rst]
+        require_serial: true
+        additional_dependencies:
+          - *uv_version
+        stages: [pre-commit]
+
       - id: doc8
         name: doc8
         entry: uv run --extra=dev -m doc8
diff --git a/.vale.ini b/.vale.ini
new file mode 100644
index 00000000..8e3f9f74
--- /dev/null
+++ b/.vale.ini
@@ -0,0 +1,7 @@
+StylesPath = styles
+MinAlertLevel = error
+
+Packages = https://github.com/adamtheturtle/vale-style-clear-prose/releases/download/v1.1.0/ClearProse.zip
+
+[*.rst]
+BasedOnStyles = ClearProse
diff --git a/pyproject.toml b/pyproject.toml
index 5ee826d3..0f4e9d5e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -88,6 +88,7 @@ optional-dependencies.dev = [
     "towncrier==25.8.0",
     "ty==0.0.65",
     "types-pyyaml==6.0.12.20260724",
+    "vale==3.13.0.0",
     "vulture==2.16",
     "vws-python-mock==2026.2.22.3",
     "vws-test-fixtures==2023.3.5",
@@ -297,6 +298,7 @@ ignore = [
     ".git_archival.txt",
     ".pre-commit-config.yaml",
     ".prettierrc",
+    ".vale.ini",
     ".yamlfmt",
     "bin",
     "bin/*",
diff --git a/uv.lock b/uv.lock
index 291d9ee8..658c9048 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2410,6 +2410,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7f/3e/5db95bcf282c52709639744ca2a8b149baccf648e39c8cc87553df9eae0c/urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897", size = 131087, upload-time = "2026-05-07T16:13:17.151Z" },
 ]
 
+[[package]]
+name = "vale"
+version = "3.13.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0d/0d/6ebd7d020135888cc4d35290737871986ceabf176ba5e44827294429283a/vale-3.13.0.0.tar.gz", hash = "sha256:9c2482ecab515e58aa8d7e1a09f3d44ed674a07502786e22ff60c9d4fdc8493b", size = 5340, upload-time = "2025-10-28T13:20:41.459Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e0/05/92b9e4d3e3cb424d2a1aa6e070ee838f15f6739a90b06964156a24fe49ce/vale-3.13.0.0-py3-none-any.whl", hash = "sha256:b565197a5f6e430af7ccc59204e75c6067bbd091a0073d700efdd0fba21873ed", size = 5944, upload-time = "2025-10-28T13:20:40.35Z" },
+]
+
 [[package]]
 name = "vcs-versioning"
 version = "2.1.2"
@@ -2496,6 +2505,7 @@ dev = [
     { name = "towncrier" },
     { name = "ty" },
     { name = "types-pyyaml" },
+    { name = "vale" },
     { name = "vulture" },
     { name = "vws-python-mock" },
     { name = "vws-test-fixtures" },
@@ -2558,6 +2568,7 @@ requires-dist = [
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
     { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.65" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260724" },
+    { name = "vale", marker = "extra == 'dev'", specifier = "==3.13.0.0" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
     { name = "vws-python", specifier = "==2026.2.25.1" },
     { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },

From 46e680cf6cb36d22afc76792629a3c765b0d1f59 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Thu, 6 Aug 2026 18:17:58 +0100
Subject: [PATCH 756/792] Sync Vale styles when ``.vale.ini`` changes

Gating ``vale sync`` on reStructuredText files alone meant a commit that
only bumped the pinned ClearProse package left the gitignored ``styles``
directory on the old rules until the next reStructuredText change.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 .pre-commit-config.yaml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 439e2307..fdc9b955 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -316,12 +316,15 @@ repos:
       # directory.
       # Vale needs ``rst2html`` from Docutils on the ``PATH`` to parse
       # reStructuredText.
+      # ``vale sync`` also runs when ``.vale.ini`` changes, so a package
+      # bump takes effect without waiting for the next reStructuredText
+      # change.
       - id: vale-sync
         name: vale sync
         entry: uv run --extra=dev vale sync
         language: python
         pass_filenames: false
-        types_or: [rst]
+        files: (\.rst$|^\.vale\.ini$)
         additional_dependencies:
           - *uv_version
         stages: [pre-commit]

From 24055c91ec55f9079cd96809058d1c72ccf9d802 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 6 Aug 2026 22:23:46 +0000
Subject: [PATCH 757/792] Bump prek from 0.4.11 to 0.4.12

Bumps [prek](https://github.com/j178/prek) from 0.4.11 to 0.4.12.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.11...v0.4.12)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.12
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5ee826d3..60d57823 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
     "no-defaults==1.0.1",
-    "prek==0.4.11",
+    "prek==0.4.12",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
     "pyproject-fmt==2.26.0",
diff --git a/uv.lock b/uv.lock
index 291d9ee8..e6c5a370 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1206,26 +1206,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.4.11"
+version = "0.4.12"
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 [[package]]
@@ -2526,7 +2526,7 @@ requires-dist = [
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-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.11" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.12" },
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     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.26.0" },

From 9319a057fc1472199f0e4dc4a16bfe8204efcc6c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 6 Aug 2026 22:24:07 +0000
Subject: [PATCH 758/792] Bump hadolint-bin from 2.14.0 to 2.15.1

Bumps [hadolint-bin](https://github.com/justin-yan/pybin) from 2.14.0 to 2.15.1.
- [Commits](https://github.com/justin-yan/pybin/commits)

---
updated-dependencies:
- dependency-name: hadolint-bin
  dependency-version: 2.15.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 12 ++++++------
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5ee826d3..33656a50 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ optional-dependencies.dev = [
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     "freezegun==1.5.5",
     "furo==2025.12.19",
-    "hadolint-bin==2.14.0; sys_platform!='win32'",
+    "hadolint-bin==2.15.1; sys_platform!='win32'",
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
diff --git a/uv.lock b/uv.lock
index 291d9ee8..90eb6753 100644
--- a/uv.lock
+++ b/uv.lock
@@ -560,13 +560,13 @@ wheels = [
 
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 [[package]]
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-    { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.14.0" },
+    { name = "hadolint-bin", marker = "sys_platform != 'win32' and extra == 'dev'", specifier = "==2.15.1" },
     { name = "homebrew-pypi-poet", marker = "extra == 'release'", specifier = "==0.10.0" },
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.3.0" },

From b5f45ab167c46e2f9bb38bf3d4690c338187f36a Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 7 Aug 2026 07:03:50 +0100
Subject: [PATCH 759/792] Lint Markdown prose with Vale

Extend the ClearProse em dash ban from reStructuredText to Markdown, so
the rule covers all our prose rather than only Sphinx documentation.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 .pre-commit-config.yaml | 6 +++---
 .vale.ini               | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index fdc9b955..6cdfc79f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -310,7 +310,7 @@ repos:
         stages: [pre-commit]
 
       # Vale enforces prose style rules, such as banning em dashes, in
-      # reStructuredText files.
+      # reStructuredText and Markdown files.
       # The rules come from the ``ClearProse`` package pinned in ``.vale.ini``,
       # which ``vale sync`` downloads into the (gitignored) ``styles``
       # directory.
@@ -324,7 +324,7 @@ repos:
         entry: uv run --extra=dev vale sync
         language: python
         pass_filenames: false
-        files: (\.rst$|^\.vale\.ini$)
+        files: (\.(rst|md)$|^\.vale\.ini$)
         additional_dependencies:
           - *uv_version
         stages: [pre-commit]
@@ -333,7 +333,7 @@ repos:
         name: vale
         entry: uv run --extra=dev vale
         language: python
-        types_or: [rst]
+        types_or: [rst, markdown]
         require_serial: true
         additional_dependencies:
           - *uv_version
diff --git a/.vale.ini b/.vale.ini
index 8e3f9f74..e111c046 100644
--- a/.vale.ini
+++ b/.vale.ini
@@ -3,5 +3,5 @@ MinAlertLevel = error
 
 Packages = https://github.com/adamtheturtle/vale-style-clear-prose/releases/download/v1.1.0/ClearProse.zip
 
-[*.rst]
+[*.{rst,md}]
 BasedOnStyles = ClearProse

From 676780d3dc9f932a08e643454f929d79d595db2d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 07:58:37 +0100
Subject: [PATCH 760/792] Bump sphinx-substitution-extensions from 2026.6.17 to
 2026.8.2 (#2426)

* Bump sphinx-substitution-extensions from 2026.6.17 to 2026.8.2

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2026.6.17 to 2026.8.2.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2026.06.17...2026.08.02)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2026.8.2
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

* [autofix.ci] apply automated fixes

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
---
 uv.lock | 40 ++++++++++++++++++++--------------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/uv.lock b/uv.lock
index 60c1c8d7..28cf22ab 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2188,13 +2188,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2212,13 +2212,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2264,9 +2264,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
@@ -2284,9 +2284,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
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From f5e261997bfebe7776983f403f8057b60dc73dfb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 22:23:17 +0000
Subject: [PATCH 761/792] Bump ty from 0.0.65 to 0.0.66

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.65 to 0.0.66.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.65...0.0.66)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.66
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b02223d6..f16c8e75 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.65",
+    "ty==0.0.66",
     "types-pyyaml==6.0.12.20260724",
     "vale==3.13.0.0",
     "vulture==2.16",

From fe60dc4be0b3268f23241afc3d6d88b2576894a6 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 22:23:51 +0000
Subject: [PATCH 762/792] Bump pyproject-fmt from 2.26.0 to 2.27.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.26.0 to 2.27.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.26.0...pyproject-fmt/2.27.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.27.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b02223d6..bf6cedad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "prek==0.4.12",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
-    "pyproject-fmt==2.26.0",
+    "pyproject-fmt==2.27.0",
     "pyrefly==1.2.0",
     "pyright==1.1.411",
     "pyroma==5.0.1",

From 608b4d1d1b6636a734740fcbaa269a8b8249163e Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 22:24:12 +0000
Subject: [PATCH 763/792] [autofix.ci] apply automated fixes

---
 uv.lock | 44 ++++++++++++++++++++++----------------------
 1 file changed, 22 insertions(+), 22 deletions(-)

diff --git a/uv.lock b/uv.lock
index 28cf22ab..d7726156 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2324,27 +2324,27 @@ wheels = [
 
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 [[package]]
@@ -2566,7 +2566,7 @@ requires-dist = [
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-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.65" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.66" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260724" },
     { name = "vale", marker = "extra == 'dev'", specifier = "==3.13.0.0" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },

From f228fcbda53a1981a3acadaa6451ca2475849022 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 22:24:19 +0000
Subject: [PATCH 764/792] Bump pyproject-fmt from 2.26.0 to 2.27.0

Bumps [pyproject-fmt](https://github.com/tox-dev/toml-fmt) from 2.26.0 to 2.27.0.
- [Release notes](https://github.com/tox-dev/toml-fmt/releases)
- [Commits](https://github.com/tox-dev/toml-fmt/compare/pyproject-fmt/2.26.0...pyproject-fmt/2.27.0)

---
updated-dependencies:
- dependency-name: pyproject-fmt
  dependency-version: 2.27.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 96 +++++++++++++++++++++++++-------------------------
 2 files changed, 49 insertions(+), 49 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b02223d6..bf6cedad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ optional-dependencies.dev = [
     "prek==0.4.12",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
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+    "pyproject-fmt==2.27.0",
     "pyrefly==1.2.0",
     "pyright==1.1.411",
     "pyroma==5.0.1",
diff --git a/uv.lock b/uv.lock
index 28cf22ab..32ffa316 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1373,33 +1373,33 @@ spelling = [
 
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From 9fab0c6c2633fdfba02e07e756ffb15c92989edd Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 22:24:56 +0000
Subject: [PATCH 765/792] [autofix.ci] apply automated fixes

---
 uv.lock | 56 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 28 insertions(+), 28 deletions(-)

diff --git a/uv.lock b/uv.lock
index 28cf22ab..a12430c3 100644
--- a/uv.lock
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 ]
 
 [[package]]
@@ -2539,7 +2539,7 @@ requires-dist = [
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.12" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
-    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.26.0" },
+    { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.27.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.2.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },
     { name = "pyroma", marker = "extra == 'dev'", specifier = "==5.0.1" },

From 9feb51bfc6b28fb77943697bc01e8319c0b4ad04 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 22:24:57 +0000
Subject: [PATCH 766/792] Bump ty from 0.0.65 to 0.0.66

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.65 to 0.0.66.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.65...0.0.66)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.66
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 84 +++++++++++++++++++++++++-------------------------
 2 files changed, 43 insertions(+), 43 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b02223d6..f16c8e75 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.65",
+    "ty==0.0.66",
     "types-pyyaml==6.0.12.20260724",
     "vale==3.13.0.0",
     "vulture==2.16",
diff --git a/uv.lock b/uv.lock
index 28cf22ab..baad5d68 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2188,13 +2188,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
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@@ -2212,13 +2212,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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 [[package]]
@@ -2566,7 +2566,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.65" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.66" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260724" },
     { name = "vale", marker = "extra == 'dev'", specifier = "==3.13.0.0" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },

From d2e753054f7a654c34e137288585bafdc890af76 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:23:52 +0000
Subject: [PATCH 767/792] Bump ty from 0.0.66 to 0.0.69

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.66 to 0.0.69.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.66...0.0.69)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.69
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..ec13da4e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.66",
+    "ty==0.0.69",
     "types-pyyaml==6.0.12.20260724",
     "vale==3.13.0.0",
     "vulture==2.16",

From a6b8f06a87948563ad4797610ce4db67a167927b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:24:15 +0000
Subject: [PATCH 768/792] Bump sphinx-substitution-extensions from 2026.8.2 to
 2026.8.5

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2026.8.2 to 2026.8.5.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2026.08.02...2026.08.05)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2026.8.5
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..a9c34c0e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2025.12.21.14",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2026.8.2",
+    "sphinx-substitution-extensions==2026.8.5",
     "sphinxcontrib-spelling==8.0.2",
     # ``sphinxcontrib-towncrier`` renders unreleased news fragments
     # into docs/source/unreleased.rst during Sphinx builds.

From 9054dd58fd5caa23eee03ddaefd9975bdbe521cd Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:24:23 +0000
Subject: [PATCH 769/792] Bump no-defaults from 1.0.1 to 2.1.0

Bumps [no-defaults](https://github.com/adamtheturtle/no-defaults) from 1.0.1 to 2.1.0.
- [Release notes](https://github.com/adamtheturtle/no-defaults/releases)
- [Changelog](https://github.com/adamtheturtle/no-defaults/blob/main/CHANGELOG.md)
- [Commits](https://github.com/adamtheturtle/no-defaults/compare/v1.0.1...v2.1.0)

---
updated-dependencies:
- dependency-name: no-defaults
  dependency-version: 2.1.0
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..8592ce96 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
-    "no-defaults==1.0.1",
+    "no-defaults==2.1.0",
     "prek==0.4.12",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",

From 9ace6eca516759af3ed7d0e32c446a8b093c6180 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:24:38 +0000
Subject: [PATCH 770/792] Bump ruff from 0.16.1 to 0.16.2

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.16.1 to 0.16.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.16.1...0.16.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.16.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..aba2da05 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.16.1",
+    "ruff==0.16.2",
     "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will

From 36c6ff4d31e365e0cbddcde3c1479b08e3ff9b2e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:24:42 +0000
Subject: [PATCH 771/792] Bump no-defaults from 1.0.1 to 2.1.0

Bumps [no-defaults](https://github.com/adamtheturtle/no-defaults) from 1.0.1 to 2.1.0.
- [Release notes](https://github.com/adamtheturtle/no-defaults/releases)
- [Changelog](https://github.com/adamtheturtle/no-defaults/blob/main/CHANGELOG.md)
- [Commits](https://github.com/adamtheturtle/no-defaults/compare/v1.0.1...v2.1.0)

---
updated-dependencies:
- dependency-name: no-defaults
  dependency-version: 2.1.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 12 ++++++------
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..8592ce96 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ optional-dependencies.dev = [
     "interrogate==1.7.0",
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
-    "no-defaults==1.0.1",
+    "no-defaults==2.1.0",
     "prek==0.4.12",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.6",
diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..4352581d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -978,13 +978,13 @@ wheels = [
 
 [[package]]
 name = "no-defaults"
-version = "1.0.1"
+version = "2.1.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f2/54/3454e62945b092758b587e0e4b7cf35aa77f88da5fc43f20790bf5d433ad/no_defaults-1.0.1.tar.gz", hash = "sha256:c309ae30960a08ebc2436e7a45aeea46b5eb1c73c65bf02220e41e5b5d01721c", size = 28426, upload-time = "2026-08-05T22:15:00.523Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8a/dd/37d0ae30b5d74d039d9e9c1b0e7dd5ebee509fe848314825505f2798a444/no_defaults-2.1.0.tar.gz", hash = "sha256:d98d78c7dace794bed068fbbada2ee7e94705141aa17c2a8d7047bacb3da2562", size = 96084, upload-time = "2026-08-07T12:35:34.71Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/6c/5e/2efb07ac90e5db3623a6ee6fbacbd3635d4d63c359cfc94ed39cca685649/no_defaults-2.1.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:94b884e31e7727f6a476b6dff0b655fd37b65f6f209ddccba917888260050ca0", size = 2141080, upload-time = "2026-08-07T12:35:30.314Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/be/33eacae5d5b420df33a9b5a716eae4a8c3528a795e6435cbcf7fe00d0041/no_defaults-2.1.0-py3-none-manylinux_2_34_x86_64.whl", hash = "sha256:bed135d188635d786cca6dde75982d507f8e2b46fbc17f047c794af2153186d3", size = 2328857, upload-time = "2026-08-07T12:35:31.861Z" },
+    { url = "https://files.pythonhosted.org/packages/35/a2/8cdeb0081d019275c86a1e120aa744b13de6ca4260162b6c41215fa0e007/no_defaults-2.1.0-py3-none-win_amd64.whl", hash = "sha256:d14855c701f5e1310e304e3011cbc5836fa19e7494125e6673dd14701fc49b7e", size = 2052526, upload-time = "2026-08-07T12:35:33.435Z" },
 ]
 
 [[package]]
@@ -2535,7 +2535,7 @@ requires-dist = [
     { name = "interrogate", marker = "extra == 'dev'", specifier = "==1.7.0" },
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.3.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.7.19.1" },
-    { name = "no-defaults", marker = "extra == 'dev'", specifier = "==1.0.1" },
+    { name = "no-defaults", marker = "extra == 'dev'", specifier = "==2.1.0" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.12" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },

From 00325470a60fb6796e133ddebc41dc609906abaa Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:24:50 +0000
Subject: [PATCH 772/792] [autofix.ci] apply automated fixes

---
 uv.lock | 84 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 42 insertions(+), 42 deletions(-)

diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..a17296ca 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2188,13 +2188,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2212,13 +2212,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2264,9 +2264,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
@@ -2284,9 +2284,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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 wheels = [
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 [[package]]
@@ -2566,7 +2566,7 @@ requires-dist = [
     { name = "torchvision", marker = "extra == 'dev'", specifier = ">=0.20.1", index = "https://download.pytorch.org/whl/cpu" },
     { name = "towncrier", marker = "extra == 'dev'", specifier = "==25.8.0" },
     { name = "towncrier", marker = "extra == 'release'", specifier = "==25.8.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.66" },
+    { name = "ty", marker = "extra == 'dev'", specifier = "==0.0.69" },
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260724" },
     { name = "vale", marker = "extra == 'dev'", specifier = "==3.13.0.0" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },

From 50c7ba9eb5e9974e138ebccffaf84af93d117d99 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:24:54 +0000
Subject: [PATCH 773/792] Bump ruff from 0.16.1 to 0.16.2

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.16.1 to 0.16.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.16.1...0.16.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.16.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..aba2da05 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,7 +61,7 @@ optional-dependencies.dev = [
     "pytest-beartype-tests==2026.4.26",
     "pytest-cov==7.1.0",
     "pytest-regressions==2.11.0",
-    "ruff==0.16.1",
+    "ruff==0.16.2",
     "setuptools-scm==10.2.1",
     # We add shellcheck-py not only for shell scripts and shell code blocks,
     # but also because having it installed means that ``actionlint-py`` will
diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..0c1eb461 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1748,27 +1748,27 @@ wheels = [
 
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 [[package]]
@@ -2548,7 +2548,7 @@ requires-dist = [
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     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.1" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.2" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.1" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From f5b1edc3e71f4edc91cbda96f98fe20fc460d000 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:25:22 +0000
Subject: [PATCH 774/792] Bump ty from 0.0.66 to 0.0.69

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.66 to 0.0.69.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.66...0.0.69)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.69
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..ec13da4e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.66",
+    "ty==0.0.69",
     "types-pyyaml==6.0.12.20260724",
     "vale==3.13.0.0",
     "vulture==2.16",
diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..58b539db 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2324,27 +2324,27 @@ wheels = [
 
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From 205633d5940cf9cc6227460af3e5cd132abae3b8 Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:25:25 +0000
Subject: [PATCH 775/792] [autofix.ci] apply automated fixes

---
 uv.lock | 48 ++++++++++++++++++++++++------------------------
 1 file changed, 24 insertions(+), 24 deletions(-)

diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..e9668cf0 100644
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-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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+    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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From 72ae772ed7d60d8e30c99ce18b3a053d793e0e69 Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:25:30 +0000
Subject: [PATCH 776/792] [autofix.ci] apply automated fixes

---
 uv.lock | 52 ++++++++++++++++++++++++++--------------------------
 1 file changed, 26 insertions(+), 26 deletions(-)

diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..0d1a045a 100644
--- a/uv.lock
+++ b/uv.lock
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From 3cf44afa4cd8f165859b3099458ef37be6c5c297 Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:25:38 +0000
Subject: [PATCH 777/792] [autofix.ci] apply automated fixes

---
 uv.lock | 84 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 42 insertions(+), 42 deletions(-)

diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..9ac6cd1b 100644
--- a/uv.lock
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+    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2264,9 +2264,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
@@ -2284,9 +2284,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:879ae6d4e2e3651582fb7187eafd535601cb5d019595d47e2c874262a000e88e", upload-time = "2026-07-08T12:26:39Z" },
@@ -2548,7 +2548,7 @@ requires-dist = [
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = "==7.1.0" },
     { name = "pytest-regressions", marker = "extra == 'dev'", specifier = "==2.11.0" },
     { name = "pyyaml", specifier = "==6.0.3" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.1" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = "==0.16.2" },
     { name = "setuptools-scm", marker = "extra == 'dev'", specifier = "==10.2.1" },
     { name = "shellcheck-py", marker = "extra == 'dev'", specifier = "==0.11.0.1" },
     { name = "shfmt-py", marker = "extra == 'dev'", specifier = "==4.0.0" },

From 9bd90a4d849bf4ab6deee9d4ad5f1e6f30ff0fad Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 22:25:40 +0000
Subject: [PATCH 778/792] Bump sphinx-substitution-extensions from 2026.8.2 to
 2026.8.5

Bumps [sphinx-substitution-extensions](https://github.com/adamtheturtle/sphinx-substitution-extensions) from 2026.8.2 to 2026.8.5.
- [Release notes](https://github.com/adamtheturtle/sphinx-substitution-extensions/releases)
- [Changelog](https://github.com/adamtheturtle/sphinx-substitution-extensions/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamtheturtle/sphinx-substitution-extensions/compare/2026.08.02...2026.08.05)

---
updated-dependencies:
- dependency-name: sphinx-substitution-extensions
  dependency-version: 2026.8.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 uv.lock        | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2601895c..a9c34c0e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ optional-dependencies.dev = [
     "sphinx-inline-tabs==2025.12.21.14",
     "sphinx-lint==1.0.2",
     "sphinx-pyproject==0.3.0",
-    "sphinx-substitution-extensions==2026.8.2",
+    "sphinx-substitution-extensions==2026.8.5",
     "sphinxcontrib-spelling==8.0.2",
     # ``sphinxcontrib-towncrier`` renders unreleased news fragments
     # into docs/source/unreleased.rst during Sphinx builds.
diff --git a/uv.lock b/uv.lock
index 5c0a4f6c..62715616 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1974,7 +1974,7 @@ wheels = [
 
 [[package]]
 name = "sphinx-substitution-extensions"
-version = "2026.8.2"
+version = "2026.8.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -1982,9 +1982,9 @@ dependencies = [
     { name = "myst-parser" },
     { name = "sphinx" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/81/e8/acfb6f8da7cab19601f354d2c6b6f529e4924b5278afeda51b847db8239e/sphinx_substitution_extensions-2026.8.2.tar.gz", hash = "sha256:76af56133c7e84392582cbfcad633768b760ddea3b4a80168fe48061d3cd3195", size = 41053, upload-time = "2026-08-02T07:17:17.58Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/07/d9/d7bd4d3a396b05fa441b46e70d6b50971b219a521ffef5cc1f17f2aff7ed/sphinx_substitution_extensions-2026.8.5.tar.gz", hash = "sha256:c64c0c3cd4d2d4c59d761252876b0fd8367e1023bc54e333bf06b1a434965503", size = 42300, upload-time = "2026-08-05T12:21:17.361Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/74/eb/cf6c1e5244e7b6dc62482e0c026f1042fdf15dedb8b8256e25b54fa34c28/sphinx_substitution_extensions-2026.8.2-py3-none-any.whl", hash = "sha256:0ca67b78c9ce301e0942eee5f524a95e0c051523a33d2ea0988a4fc3471f816f", size = 11266, upload-time = "2026-08-02T07:17:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/66/2a/8d3315e55c53c56db1a178e78a6081d65fde7607f6ae8f9b81e91cf5e8d9/sphinx_substitution_extensions-2026.8.5-py3-none-any.whl", hash = "sha256:2eda9c056ccf760cf227c0f76cfc6e7875c89fa8edacf64e7518fcfbd029c623", size = 11773, upload-time = "2026-08-05T12:21:16.21Z" },
 ]
 
 [[package]]
@@ -2558,7 +2558,7 @@ requires-dist = [
     { name = "sphinx-inline-tabs", marker = "extra == 'dev'", specifier = "==2025.12.21.14" },
     { name = "sphinx-lint", marker = "extra == 'dev'", specifier = "==1.0.2" },
     { name = "sphinx-pyproject", marker = "extra == 'dev'", specifier = "==0.3.0" },
-    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.8.2" },
+    { name = "sphinx-substitution-extensions", marker = "extra == 'dev'", specifier = "==2026.8.5" },
     { name = "sphinxcontrib-spelling", marker = "extra == 'dev'", specifier = "==8.0.2" },
     { name = "sphinxcontrib-towncrier", marker = "extra == 'dev'", specifier = "==0.5.0a0" },
     { name = "strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.7.24" },

From bd7e978ab99cf8404bd8a4653282accea56e6155 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Tue, 11 Aug 2026 21:43:14 +0100
Subject: [PATCH 779/792] Switch Vale to the upstream ai-tells package (#2451)

---
 .pre-commit-config.yaml |  2 +-
 .vale.ini               | 10 ++++++++--
 2 files changed, 9 insertions(+), 3 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 6cdfc79f..7c2f3423 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -311,7 +311,7 @@ repos:
 
       # Vale enforces prose style rules, such as banning em dashes, in
       # reStructuredText and Markdown files.
-      # The rules come from the ``ClearProse`` package pinned in ``.vale.ini``,
+      # The rules come from the ``ai-tells`` package pinned in ``.vale.ini``,
       # which ``vale sync`` downloads into the (gitignored) ``styles``
       # directory.
       # Vale needs ``rst2html`` from Docutils on the ``PATH`` to parse
diff --git a/.vale.ini b/.vale.ini
index e111c046..729a5e88 100644
--- a/.vale.ini
+++ b/.vale.ini
@@ -1,7 +1,13 @@
 StylesPath = styles
 MinAlertLevel = error
 
-Packages = https://github.com/adamtheturtle/vale-style-clear-prose/releases/download/v1.1.0/ClearProse.zip
+Packages = https://github.com/tbhb/vale-ai-tells/releases/download/v1.29.0/ai-tells.zip
 
 [*.{rst,md}]
-BasedOnStyles = ClearProse
+BasedOnStyles = ai-tells
+
+# These rules misclassify established technical, example, or release-note prose
+# in this repository. All other ai-tells rules remain enforced.
+ai-tells.FigurativeLands = NO
+ai-tells.FormalTransitions = NO
+ai-tells.VerbTricolon = NO

From 810686a446c58fe1e3033236d39c9a674899febd Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Wed, 12 Aug 2026 08:38:02 +0100
Subject: [PATCH 780/792] Configure mypy to respect gitignore (#2452)

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 70935531..9104ea4c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -393,6 +393,7 @@ max_supported_python = "3.14"
 [tool.mypy]
 files = [ "." ]
 exclude = [ "build" ]
+exclude_gitignore = true
 follow_untyped_imports = true
 strict = true
 plugins = [

From 6eac859e6fd08cbbc730c89e06b1acd25beb6831 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 12 Aug 2026 22:23:49 +0000
Subject: [PATCH 781/792] Bump pylint from 4.0.6 to 4.0.7

Bumps [pylint](https://github.com/pylint-dev/pylint) from 4.0.6 to 4.0.7.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.6...v4.0.7)

---
updated-dependencies:
- dependency-name: pylint
  dependency-version: 4.0.7
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9104ea4c..9edd82ac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "no-defaults==2.1.0",
     "prek==0.4.12",
     "pydocstringformatter==1.0.0",
-    "pylint[spelling]==4.0.6",
+    "pylint[spelling]==4.0.7",
     "pyproject-fmt==2.27.0",
     "pyrefly==1.2.0",
     "pyright==1.1.411",

From eb280c96064452cb6fd88a33205c459a82ae1a72 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 12 Aug 2026 22:24:41 +0000
Subject: [PATCH 782/792] Bump pylint[spelling] from 4.0.6 to 4.0.7

Bumps [pylint[spelling]](https://github.com/pylint-dev/pylint) from 4.0.6 to 4.0.7.
- [Release notes](https://github.com/pylint-dev/pylint/releases)
- [Commits](https://github.com/pylint-dev/pylint/compare/v4.0.6...v4.0.7)

---
updated-dependencies:
- dependency-name: pylint[spelling]
  dependency-version: 4.0.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 48 ++++++++++++++++++++++++------------------------
 2 files changed, 25 insertions(+), 25 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9104ea4c..9edd82ac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ optional-dependencies.dev = [
     "no-defaults==2.1.0",
     "prek==0.4.12",
     "pydocstringformatter==1.0.0",
-    "pylint[spelling]==4.0.6",
+    "pylint[spelling]==4.0.7",
     "pyproject-fmt==2.27.0",
     "pyrefly==1.2.0",
     "pyright==1.1.411",
diff --git a/uv.lock b/uv.lock
index d0436c16..a4225de1 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1350,7 +1350,7 @@ wheels = [
 
 [[package]]
 name = "pylint"
-version = "4.0.6"
+version = "4.0.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "astroid" },
@@ -1361,9 +1361,9 @@ dependencies = [
     { name = "platformdirs" },
     { name = "tomlkit" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/1d/3bb57f303701549550d74bf7ced2b07412be97125c167a0c9d216aa9f762/pylint-4.0.6.tar.gz", hash = "sha256:52f19191bee08bf103f9705ad1a0ece4aa5a0a4ef2bdcbd969375a1e6f6579d5", size = 1585588, upload-time = "2026-06-14T14:43:26.772Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/de/92/98dace02f2d11b88160354c53944f77ea7327aa78bce1c75971e7aaa4347/pylint-4.0.7.tar.gz", hash = "sha256:9b2d1d15791c84b77a4fe2aafe8f0d9570717e2dea06d53b19c105cf60275a52", size = 1594770, upload-time = "2026-08-09T19:13:23.289Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ab/da/acb2e7d4dbd2dfb792d38c0d850481f29ad7049b356d23f56c687d35203b/pylint-4.0.6-py3-none-any.whl", hash = "sha256:d11a0e1fdb7b1cd46ec5d6fc78fee8b95f28695b2d6140e5809925f61e32ea54", size = 538389, upload-time = "2026-06-14T14:43:24.873Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/b0/3a8040e53df6c5c1e04b0e23ed53fdbeb64f333723a334d313fba2f581ce/pylint-4.0.7-py3-none-any.whl", hash = "sha256:be4a3111557a614411ed1fc89347ce4a8e1013a59e1f33d11485227a02e3304d", size = 539710, upload-time = "2026-08-09T19:13:21.228Z" },
 ]
 
 [package.optional-dependencies]
@@ -2188,13 +2188,13 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "jinja2", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "networkx", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "sympy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:33449899ce5496c1b84b4853179d94fd102028ae1407314d9fb956bb79e70d09", upload-time = "2026-07-08T12:26:23Z" },
@@ -2212,13 +2212,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2264,9 +2264,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
@@ -2284,9 +2284,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:879ae6d4e2e3651582fb7187eafd535601cb5d019595d47e2c874262a000e88e", upload-time = "2026-07-08T12:26:39Z" },
@@ -2538,7 +2538,7 @@ requires-dist = [
     { name = "no-defaults", marker = "extra == 'dev'", specifier = "==2.1.0" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.12" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
-    { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
+    { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.7" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.27.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.2.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },

From bebe16656c5b808c6dc9f52e3dfa2e99df7ac9a2 Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Wed, 12 Aug 2026 22:24:55 +0000
Subject: [PATCH 783/792] [autofix.ci] apply automated fixes

---
 uv.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/uv.lock b/uv.lock
index d0436c16..aeee35db 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1350,7 +1350,7 @@ wheels = [
 
 [[package]]
 name = "pylint"
-version = "4.0.6"
+version = "4.0.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "astroid" },
@@ -1361,9 +1361,9 @@ dependencies = [
     { name = "platformdirs" },
     { name = "tomlkit" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/1d/3bb57f303701549550d74bf7ced2b07412be97125c167a0c9d216aa9f762/pylint-4.0.6.tar.gz", hash = "sha256:52f19191bee08bf103f9705ad1a0ece4aa5a0a4ef2bdcbd969375a1e6f6579d5", size = 1585588, upload-time = "2026-06-14T14:43:26.772Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/de/92/98dace02f2d11b88160354c53944f77ea7327aa78bce1c75971e7aaa4347/pylint-4.0.7.tar.gz", hash = "sha256:9b2d1d15791c84b77a4fe2aafe8f0d9570717e2dea06d53b19c105cf60275a52", size = 1594770, upload-time = "2026-08-09T19:13:23.289Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e0/b0/3a8040e53df6c5c1e04b0e23ed53fdbeb64f333723a334d313fba2f581ce/pylint-4.0.7-py3-none-any.whl", hash = "sha256:be4a3111557a614411ed1fc89347ce4a8e1013a59e1f33d11485227a02e3304d", size = 539710, upload-time = "2026-08-09T19:13:21.228Z" },
 ]
 
 [package.optional-dependencies]
@@ -2538,7 +2538,7 @@ requires-dist = [
     { name = "no-defaults", marker = "extra == 'dev'", specifier = "==2.1.0" },
     { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.12" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
-    { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.6" },
+    { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.7" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.27.0" },
     { name = "pyrefly", marker = "extra == 'dev'", specifier = "==1.2.0" },
     { name = "pyright", marker = "extra == 'dev'", specifier = "==1.1.411" },

From 367179c6615e879283fc354d7d192f8603ba463e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 13 Aug 2026 22:23:00 +0000
Subject: [PATCH 784/792] Bump prek from 0.4.12 to 0.4.13

Bumps [prek](https://github.com/j178/prek) from 0.4.12 to 0.4.13.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.12...v0.4.13)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9edd82ac..e9b052d3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
     "no-defaults==2.1.0",
-    "prek==0.4.12",
+    "prek==0.4.13",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.7",
     "pyproject-fmt==2.27.0",

From 006481efe5dbf852623da04fb6efdf5e25569e50 Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Thu, 13 Aug 2026 22:23:56 +0000
Subject: [PATCH 785/792] [autofix.ci] apply automated fixes

---
 uv.lock | 78 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 39 insertions(+), 39 deletions(-)

diff --git a/uv.lock b/uv.lock
index a4225de1..13fa3194 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1206,26 +1206,26 @@ wheels = [
 
 [[package]]
 name = "prek"
-version = "0.4.12"
+version = "0.4.13"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/d4/79/19f47eeb4d6092d36f94f47a056e7ae7a421d60220c772e8513483521b63/prek-0.4.13.tar.gz", hash = "sha256:9bf3dce400ef38a281836e4fe6429aa5f1690848be77cd97cb53c93769db4681", size = 533200, upload-time = "2026-08-10T08:54:15.477Z" }
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 [[package]]
@@ -2188,13 +2188,13 @@ resolution-markers = [
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-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
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+    { name = "fsspec", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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+    { name = "setuptools", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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@@ -2212,13 +2212,13 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock" },
-    { name = "fsspec" },
-    { name = "jinja2" },
-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
-    { name = "typing-extensions" },
+    { name = "filelock", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "fsspec", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
 ]
 wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
@@ -2264,9 +2264,9 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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@@ -2284,9 +2284,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy" },
-    { name = "pillow" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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@@ -2536,7 +2536,7 @@ requires-dist = [
     { name = "mypy", extras = ["faster-cache"], marker = "extra == 'dev'", specifier = "==2.3.0" },
     { name = "mypy-strict-kwargs", marker = "extra == 'dev'", specifier = "==2026.7.19.1" },
     { name = "no-defaults", marker = "extra == 'dev'", specifier = "==2.1.0" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.12" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.13" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.7" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.27.0" },

From 901e9c2c76ffe1af1727e9162946d94407ce7171 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 13 Aug 2026 22:24:16 +0000
Subject: [PATCH 786/792] Bump prek from 0.4.12 to 0.4.13

Bumps [prek](https://github.com/j178/prek) from 0.4.12 to 0.4.13.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.4.12...v0.4.13)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.4.13
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9edd82ac..e9b052d3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ optional-dependencies.dev = [
     "mypy[faster-cache]==2.3.0",
     "mypy-strict-kwargs==2026.7.19.1",
     "no-defaults==2.1.0",
-    "prek==0.4.12",
+    "prek==0.4.13",
     "pydocstringformatter==1.0.0",
     "pylint[spelling]==4.0.7",
     "pyproject-fmt==2.27.0",
diff --git a/uv.lock b/uv.lock
index a4225de1..c57c2303 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1206,26 +1206,26 @@ wheels = [
 
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     { name = "no-defaults", marker = "extra == 'dev'", specifier = "==2.1.0" },
-    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.12" },
+    { name = "prek", marker = "extra == 'dev'", specifier = "==0.4.13" },
     { name = "pydocstringformatter", marker = "extra == 'dev'", specifier = "==1.0.0" },
     { name = "pylint", extras = ["spelling"], marker = "extra == 'dev'", specifier = "==4.0.7" },
     { name = "pyproject-fmt", marker = "extra == 'dev'", specifier = "==2.27.0" },

From 292ba9614d5a7ba8db51fafbc147ecd358e087f9 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 14 Aug 2026 15:35:07 +0100
Subject: [PATCH 787/792] Update VWS Python and drop Python 3.13 support
 (#2458)

Update `vws-python` to 2026.8.14, which maps the documented
`ProjectHasNoApiAccess` result code spelling, and `vws-python-mock` to
2026.8.14, which returns that spelling.  Both now require Python 3.14,
so drop Python 3.13 support here too.

Ruff's flake8-type-checking rules fire under Python 3.14's lazily
evaluated annotations (PEP 649); ignore them, as `beartype` resolves
annotations at runtime.

Closes #2434

Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 .github/workflows/autofix.yml      |   2 +-
 .github/workflows/ci.yml           |   2 +-
 .github/workflows/lint.yml         |   2 +-
 .github/workflows/publish-site.yml |   2 +-
 .github/workflows/release.yml      |  16 +-
 Dockerfile                         |   2 +-
 README.rst                         |   2 +-
 flake.nix                          |   2 +-
 newsfragments/2434.change.rst      |   1 +
 pyproject.toml                     |  14 +-
 tests/test_vws_errors.py           |  45 +++
 uv.lock                            | 439 ++++++++---------------------
 12 files changed, 185 insertions(+), 344 deletions(-)
 create mode 100644 newsfragments/2434.change.rst

diff --git a/.github/workflows/autofix.yml b/.github/workflows/autofix.yml
index 0f9e85c0..3e5ceda6 100644
--- a/.github/workflows/autofix.yml
+++ b/.github/workflows/autofix.yml
@@ -31,7 +31,7 @@ jobs:
             --all-files --hook-stage pre-commit --no-fail-fast --verbose
         env:
           UV_NO_CACHE: '1'
-          UV_PYTHON: 3.13
+          UV_PYTHON: 3.14
 
       - uses: autofix-ci/action@v1.3.4
         if: always()
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 7883e98d..663a6dc6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,7 +17,7 @@ jobs:
   build:
     strategy:
       matrix:
-        python-version: ['3.13', '3.14']
+        python-version: ['3.14']
         platform: [ubuntu-latest, windows-latest]
 
     runs-on: ${{ matrix.platform }}
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index e45c29ef..c825288b 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -17,7 +17,7 @@ jobs:
   build:
     strategy:
       matrix:
-        python-version: ['3.13']
+        python-version: ['3.14']
         platform: [ubuntu-latest, windows-latest]
         hook-stage: [pre-commit, pre-push, manual]
 
diff --git a/.github/workflows/publish-site.yml b/.github/workflows/publish-site.yml
index e27844c0..3541c9d3 100644
--- a/.github/workflows/publish-site.yml
+++ b/.github/workflows/publish-site.yml
@@ -30,7 +30,7 @@ jobs:
         with:
           documentation_path: docs/source
           pyproject_extras: dev
-          python_version: '3.13'
+          python_version: '3.14'
           sphinx_build_options: -W
           publish: ${{ github.ref_name == 'main' }}
           checkout: false
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 0d9cc682..02d0e005 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -238,7 +238,7 @@ jobs:
       - name: Create Linux binary
         uses: sayyid5416/pyinstaller@v1
         with:
-          python_ver: '3.13'
+          python_ver: '3.14'
           pyinstaller_ver: ==6.12.0
           spec: ${{ matrix.binary.spec }}
           requirements: requirements.txt
@@ -317,7 +317,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v7
         with:
-          python-version: '3.13'
+          python-version: '3.14'
 
       # We have a race condition.
       # In particular, we push to PyPI and then immediately try to install
@@ -344,7 +344,7 @@ jobs:
       - name: Create Windows binary for Vuforia Cloud Reco
         uses: sayyid5416/pyinstaller@v1
         with:
-          python_ver: '3.13'
+          python_ver: '3.14'
           pyinstaller_ver: ==6.12.0
           spec: bin/vuforia-cloud-reco.py
           requirements: requirements.txt
@@ -355,7 +355,7 @@ jobs:
       - name: Create Windows binary for Vuforia Web Services
         uses: sayyid5416/pyinstaller@v1
         with:
-          python_ver: '3.13'
+          python_ver: '3.14'
           pyinstaller_ver: ==6.12.0
           spec: bin/vuforia-web-services.py
           requirements: requirements.txt
@@ -366,7 +366,7 @@ jobs:
       - name: Create Windows binary for VuMark generation
         uses: sayyid5416/pyinstaller@v1
         with:
-          python_ver: '3.13'
+          python_ver: '3.14'
           pyinstaller_ver: ==6.12.0
           spec: bin/vumark.py
           requirements: requirements.txt
@@ -421,7 +421,7 @@ jobs:
       - name: Create macOS binary for Vuforia Cloud Reco
         uses: sayyid5416/pyinstaller@v1
         with:
-          python_ver: '3.13'
+          python_ver: '3.14'
           pyinstaller_ver: ==6.12.0
           spec: bin/vuforia-cloud-reco.py
           requirements: requirements.txt
@@ -432,7 +432,7 @@ jobs:
       - name: Create macOS binary for Vuforia Web Services
         uses: sayyid5416/pyinstaller@v1
         with:
-          python_ver: '3.13'
+          python_ver: '3.14'
           pyinstaller_ver: ==6.12.0
           spec: bin/vuforia-web-services.py
           requirements: requirements.txt
@@ -443,7 +443,7 @@ jobs:
       - name: Create macOS binary for VuMark generation
         uses: sayyid5416/pyinstaller@v1
         with:
-          python_ver: '3.13'
+          python_ver: '3.14'
           pyinstaller_ver: ==6.12.0
           spec: bin/vumark.py
           requirements: requirements.txt
diff --git a/Dockerfile b/Dockerfile
index 26598c49..f8ddc445 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.13-slim
+FROM python:3.14-slim
 
 LABEL org.opencontainers.image.source="https://github.com/VWS-Python/vws-cli"
 LABEL org.opencontainers.image.description="CLI for Vuforia Web Services"
diff --git a/README.rst b/README.rst
index 034ceb7a..2e531d51 100644
--- a/README.rst
+++ b/README.rst
@@ -150,4 +150,4 @@ See the `full documentation <https://vws-python.github.io/vws-cli/>`__ for infor
    :target: https://github.com/VWS-Python/vws-cli/actions
 .. |PyPI| image:: https://badge.fury.io/py/VWS-CLI.svg
    :target: https://badge.fury.io/py/VWS-CLI
-.. |minimum-python-version| replace:: 3.13
+.. |minimum-python-version| replace:: 3.14
diff --git a/flake.nix b/flake.nix
index 3cfbb748..fbc6c377 100644
--- a/flake.nix
+++ b/flake.nix
@@ -65,7 +65,7 @@
         system:
         let
           pkgs = nixpkgs.legacyPackages.${system};
-          python = pkgs.python313;
+          python = pkgs.python314;
         in
         (pkgs.callPackage pyproject-nix.build.packages {
           inherit python;
diff --git a/newsfragments/2434.change.rst b/newsfragments/2434.change.rst
new file mode 100644
index 00000000..428a0e16
--- /dev/null
+++ b/newsfragments/2434.change.rst
@@ -0,0 +1 @@
+Drop Python 3.13 support, and update VWS Python so that the documented ``ProjectHasNoApiAccess`` result code spelling gives a friendly error message.
diff --git a/pyproject.toml b/pyproject.toml
index e9b052d3..d31770c6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,14 +18,13 @@ license = "MIT"
 authors = [
     { name = "Adam Dangoor", email = "adamdangoor@gmail.com" },
 ]
-requires-python = ">=3.13"
+requires-python = ">=3.14"
 classifiers = [
     "Development Status :: 5 - Production/Stable",
     "Environment :: Web Environment",
     "Operating System :: Microsoft :: Windows",
     "Operating System :: POSIX",
     "Programming Language :: Python :: 3 :: Only",
-    "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
 ]
 dynamic = [
@@ -35,7 +34,7 @@ dependencies = [
     "beartype==0.22.9",
     "click==8.4.2",
     "pyyaml==6.0.3",
-    "vws-python==2026.2.25.1",
+    "vws-python==2026.8.14",
 ]
 optional-dependencies.dev = [
     "actionlint-py==1.7.12.24",
@@ -90,7 +89,7 @@ optional-dependencies.dev = [
     "types-pyyaml==6.0.12.20260724",
     "vale==3.13.0.0",
     "vulture==2.16",
-    "vws-python-mock==2026.2.22.3",
+    "vws-python-mock==2026.8.14",
     "vws-test-fixtures==2023.3.5",
     "yamlfix==1.19.1",
     "zizmor==1.29.0",
@@ -155,6 +154,13 @@ lint.ignore = [
     "PLR0913",
     # Allow 'assert' as we use it for tests and type narrowing.
     "S101",
+    # On Python 3.14, annotations are lazily evaluated (PEP 649), so Ruff
+    # suggests moving annotation-only imports into type-checking blocks.
+    # ``beartype`` resolves annotations at runtime, in source code and in
+    # tests, so those imports must be available at runtime.
+    "TC001",
+    "TC002",
+    "TC003",
 ]
 lint.per-file-ignores."doccmd_*.py" = [
     # Allow our chosen docstring line-style - pydocstringformatter handles
diff --git a/tests/test_vws_errors.py b/tests/test_vws_errors.py
index dfa21333..ebf8b60e 100644
--- a/tests/test_vws_errors.py
+++ b/tests/test_vws_errors.py
@@ -278,6 +278,51 @@ def test_project_inactive(
     assert not result.stdout
 
 
+def test_project_has_no_api_access(
+    *,
+    high_quality_image: io.BytesIO,
+    tmp_path: Path,
+) -> None:
+    """
+    An error is given if the project is not allowed to make API
+    requests.
+    """
+    new_file = tmp_path / uuid.uuid4().hex
+    image_data = high_quality_image.getvalue()
+    new_file.write_bytes(data=image_data)
+    database = CloudDatabase(state=States.PROJECT_HAS_NO_API_ACCESS)
+    with MockVWS() as mock:
+        mock.add_cloud_database(cloud_database=database)
+        runner = CliRunner()
+        commands = [
+            "add-target",
+            "--name",
+            "foo",
+            "--width",
+            "0.1",
+            "--image",
+            str(object=new_file),
+            "--server-access-key",
+            database.server_access_key,
+            "--server-secret-key",
+            database.server_secret_key,
+        ]
+        result = runner.invoke(
+            cli=vws_group,
+            args=commands,
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 1
+    expected_stderr = (
+        "Error: The request could not be completed because this database is "
+        "not allowed to make API requests.\n"
+    )
+    assert result.stderr == expected_stderr
+    assert not result.stdout
+
+
 def test_unknown_vws_error(
     *,
     mock_database: CloudDatabase,
diff --git a/uv.lock b/uv.lock
index 13fa3194..e035fee3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,10 +1,9 @@
 version = 1
 revision = 3
-requires-python = ">=3.13"
+requires-python = ">=3.14"
 resolution-markers = [
-    "python_full_version >= '3.15' and sys_platform != 'darwin'",
+    "python_full_version >= '3.15'",
     "python_full_version < '3.15' and sys_platform != 'darwin'",
-    "python_full_version >= '3.15' and sys_platform == 'darwin'",
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 
@@ -160,7 +159,7 @@ name = "build"
 version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "os_name == 'nt' and sys_platform != 'darwin'" },
+    { name = "colorama", marker = "(python_full_version >= '3.15' and os_name == 'nt') or (os_name == 'nt' and sys_platform != 'darwin')" },
     { name = "packaging" },
     { name = "pyproject-hooks" },
 ]
@@ -184,22 +183,6 @@ version = "3.4.4"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/13/69/33ddede1939fdd074bce5434295f38fae7136463422fe4fd3e0e89b98062/charset_normalizer-3.4.4.tar.gz", hash = "sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a", size = 129418, upload-time = "2025-10-14T04:42:32.879Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/97/45/4b3a1239bbacd321068ea6e7ac28875b03ab8bc0aa0966452db17cd36714/charset_normalizer-3.4.4-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794", size = 208091, upload-time = "2025-10-14T04:41:13.346Z" },
-    { url = "https://files.pythonhosted.org/packages/7d/62/73a6d7450829655a35bb88a88fca7d736f9882a27eacdca2c6d505b57e2e/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed", size = 147936, upload-time = "2025-10-14T04:41:14.461Z" },
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@@ -300,32 +283,6 @@ version = "7.13.1"
 source = { registry = "https://pypi.org/simple" }
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-    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "filelock" },
+    { name = "fsspec" },
+    { name = "jinja2" },
+    { name = "networkx" },
+    { name = "setuptools" },
+    { name = "sympy" },
+    { name = "typing-extensions" },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898", upload-time = "2026-07-08T19:29:30Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:0b8f7d0423027ae8b90c7977c627f3379f325363a08224dffad9b4b2d684a83d", upload-time = "2026-07-08T19:29:40Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:3fbf9c9d1f3c10c2d59d04aca426dee9ccc6ceb32d255c61e93acc3b4f75fae6", upload-time = "2026-07-08T19:29:54Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:a17ff48608634db245e17e8bb00a9558554a49aeb1e4f5fe6cd039af2a10515b", upload-time = "2026-07-08T19:30:05Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp313-cp313-win_arm64.whl", hash = "sha256:ac7aaf322be4777765a53bed7264a214dd81b3a1d276b93150515a3c5f75e4b0", upload-time = "2026-07-08T19:30:12Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp314-cp314-linux_s390x.whl", hash = "sha256:dec241fef3984c0d1edadd1f58708e218d4eae881ceef7bc10cf9964d41b68b9", upload-time = "2026-07-08T19:30:20Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:ca021f9eb2f8345c83fa03e3a04587308afb8df71bd472670b3ece00df58621c", upload-time = "2026-07-08T19:30:32Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:d20fa53ee744502fa4c69818a720b05ca0d37abd055d4f6e66cae155114bc691", upload-time = "2026-07-08T19:30:45Z" },
@@ -2240,22 +2054,6 @@ wheels = [
     { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.13.0%2Bcpu-cp315-cp315t-manylinux_2_28_x86_64.whl", hash = "sha256:222a6681467cc7f6f05cd3068dfbc603def3a1e46d1d4620c1c8cdf6178bd563", upload-time = "2026-07-08T19:32:44Z" },
 ]
 
-[[package]]
-name = "torchmetrics"
-version = "1.8.2"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "lightning-utilities" },
-    { name = "numpy" },
-    { name = "packaging" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/85/2e/48a887a59ecc4a10ce9e8b35b3e3c5cef29d902c4eac143378526e7485cb/torchmetrics-1.8.2.tar.gz", hash = "sha256:cf64a901036bf107f17a524009eea7781c9c5315d130713aeca5747a686fe7a5", size = 580679, upload-time = "2025-09-03T14:00:54.077Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/02/21/aa0f434434c48490f91b65962b1ce863fdcce63febc166ca9fe9d706c2b6/torchmetrics-1.8.2-py3-none-any.whl", hash = "sha256:08382fd96b923e39e904c4d570f3d49e2cc71ccabd2a94e0f895d1f0dac86242", size = 983161, upload-time = "2025-09-03T14:00:51.921Z" },
-]
-
 [[package]]
 name = "torchvision"
 version = "0.28.0"
@@ -2264,12 +2062,11 @@ resolution-markers = [
     "python_full_version < '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "pillow", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d483b4aa3f5237569053f749cd1a2b5bb548ca456e40461a5dd087f21149d123", upload-time = "2026-07-08T12:26:40Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:3bd9dba55224a9db4a2d77f6feaa5651770d8c8e86d3d0ddb0fa6bec54c8712b", upload-time = "2026-07-08T12:26:40Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:09ce8f56e81f19b9c378ae7bb109f83f6659fd8bc3cd14241a48e4af46e9ed49", upload-time = "2026-07-08T12:26:40Z" },
 ]
@@ -2279,19 +2076,15 @@ name = "torchvision"
 version = "0.28.0+cpu"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
-    "python_full_version >= '3.15' and sys_platform != 'darwin'",
+    "python_full_version >= '3.15'",
     "python_full_version < '3.15' and sys_platform != 'darwin'",
-    "python_full_version >= '3.15' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "pillow", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "numpy" },
+    { name = "pillow" },
+    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" } },
 ]
 wheels = [
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:879ae6d4e2e3651582fb7187eafd535601cb5d019595d47e2c874262a000e88e", upload-time = "2026-07-08T12:26:39Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:c6373ec4c2f922e89f45ac91889404d312ba29a31f205b0ad9a725a3894ca246", upload-time = "2026-07-08T12:26:39Z" },
-    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:d63eae114b4d1fca2b294d300cea3f0d6c71b6d132641e0c4cab1aa06a467b0d", upload-time = "2026-07-08T12:26:39Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:3a1a76c8decb1d7bbedd3588bccc90fb269944b7321a773db181735b42115422", upload-time = "2026-07-08T12:26:39Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:1aa741ae0eb8668b6287dd667548e2dd10179c828db68bfdee1519763b9c5b99", upload-time = "2026-07-08T12:26:39Z" },
     { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.28.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:d2a0171faa211b506c4dcf3a036942a41077c5d2d3d94883dafbda7b8624a3eb", upload-time = "2026-07-08T12:26:39Z" },
@@ -2570,8 +2363,8 @@ requires-dist = [
     { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20260724" },
     { name = "vale", marker = "extra == 'dev'", specifier = "==3.13.0.0" },
     { name = "vulture", marker = "extra == 'dev'", specifier = "==2.16" },
-    { name = "vws-python", specifier = "==2026.2.25.1" },
-    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.2.22.3" },
+    { name = "vws-python", specifier = "==2026.8.14" },
+    { name = "vws-python-mock", marker = "extra == 'dev'", specifier = "==2026.8.14" },
     { name = "vws-test-fixtures", marker = "extra == 'dev'", specifier = "==2023.3.5" },
     { name = "yamlfix", marker = "extra == 'dev'", specifier = "==1.19.1" },
     { name = "zizmor", marker = "extra == 'dev'", specifier = "==1.29.0" },
@@ -2583,7 +2376,7 @@ dev = []
 
 [[package]]
 name = "vws-python"
-version = "2026.2.25.1"
+version = "2026.8.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
@@ -2592,38 +2385,34 @@ dependencies = [
     { name = "urllib3" },
     { name = "vws-auth-tools" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8b/57/d5d9b68e421f77560e89fb5f8644aaaedd25cb7dbf290984e4ce59607236/vws_python-2026.2.25.1.tar.gz", hash = "sha256:7dec153b1dca2c483d9fdd3983497ea04821bea17f45e567c0da6a18657057ad", size = 50826, upload-time = "2026-02-25T08:55:14.202Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3f/50/b65d70abb437082f723fc71f01003c0fa7a5ff4ee0aff990ec9878609a9a/vws_python-2026.8.14.tar.gz", hash = "sha256:bfcfc6196cbecb0e0c8f11fd7c358d53a8453a102078e8482ac6cc4c885239ca", size = 80716, upload-time = "2026-08-14T14:23:32.104Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/81/9d/6df3d9f9329161cea0973d62d98dcb809d15323f1f9f35a2ad25db541d39/vws_python-2026.2.25.1-py2.py3-none-any.whl", hash = "sha256:f76b3cb0e72043b0d39b63ae5a1f7fc646423dfdb3c70fb0611f26f9d943eb54", size = 30469, upload-time = "2026-02-25T08:55:12.533Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/b0/f8b44fd494abaade88eb396c73c729546d1db1bb13792cd79eb363514f71/vws_python-2026.8.14-py3-none-any.whl", hash = "sha256:e80f9fb64f3190eef82bc7a1685fecb6670795a70169c2546088ccb68b135381", size = 47366, upload-time = "2026-08-14T14:23:30.846Z" },
 ]
 
 [[package]]
 name = "vws-python-mock"
-version = "2026.2.22.3"
+version = "2026.8.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "beartype" },
     { name = "flask" },
     { name = "httpx" },
     { name = "numpy" },
+    { name = "opencv-contrib-python-headless" },
     { name = "pillow" },
-    { name = "piq" },
     { name = "pydantic-settings" },
+    { name = "pyteenybrisque" },
     { name = "requests" },
     { name = "responses" },
     { name = "respx" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torch", version = "2.13.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
-    { name = "torchmetrics" },
-    { name = "torchvision", version = "0.28.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
-    { name = "torchvision", version = "0.28.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
     { name = "tzdata", marker = "sys_platform == 'win32'" },
     { name = "vws-auth-tools" },
     { name = "werkzeug" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/29/06/9aa217310f41a483981cfd71cc8fb5119621c62f0477aace29b82d7ea2bf/vws_python_mock-2026.2.22.3.tar.gz", hash = "sha256:67f121556b53ef195afe2b279553e7535178a81779e4e9997f34811d1ca54682", size = 164840, upload-time = "2026-02-22T22:41:41.981Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ed/4d/4502c5cf6ecedf2121afe7c018f000bae8bc178f2722f4cc1073d14a01e8/vws_python_mock-2026.8.14.tar.gz", hash = "sha256:9a8fdf265cabd8539450066b09f07185a72decfec03cd67b6594e014724d6617", size = 340205, upload-time = "2026-08-14T11:03:14.899Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f1/e8/c990d1180bf3ae4cfe3c9129879bd9daa4fb0aa57c6513f69bd26102f1cb/vws_python_mock-2026.2.22.3-py2.py3-none-any.whl", hash = "sha256:2480d61663c25d4dc2d2ca819e6a356700f665d6b904418119b1ab95e3b8353b", size = 70106, upload-time = "2026-02-22T22:41:40.012Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/e3/c853170d8e47479523add821f88acdb863f18f73babcd66a67337b74131b/vws_python_mock-2026.8.14-py3-none-any.whl", hash = "sha256:eff8f040bf465a4799cf94072a37807672a647e04ebcc6b314817252c2fdd1d1", size = 99382, upload-time = "2026-08-14T11:03:13.102Z" },
 ]
 
 [[package]]

From 73a45aa3ed0e98b8cbf20b061e881ad6b0e6de3c Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 14 Aug 2026 16:03:21 +0100
Subject: [PATCH 788/792] Add a Database Reco Counts report command (#2459)

Add ``vws get-database-reco-counts-report``, which requests a per-target
recognition counts report for a month, waits for Vuforia to generate it,
and writes the CSV to stdout or to a path given by ``--output``.

The report is a table rather than a dataclass, so the command writes the
raw CSV instead of dumping YAML as the sibling report commands do.  It
waits for the report by default, in the style of
``wait-for-target-processed``, because the download 404s until Vuforia
has finished generating the report; ``--no-wait`` opts out and shows the
presigned URL instead.

``--month`` takes a ``YYYY-mm`` value and defaults to the current month.
``--database-id`` is needed by this endpoint and no other, so it is a new
required option with a ``VUFORIA_DATABASE_ID`` environment variable
alongside the credential options.

Closes #2441.
Closes #2442.

Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 newsfragments/2441.change.rst                 |   1 +
 spelling_private_dict.txt                     |   2 +
 src/vws_cli/__init__.py                       |   2 +
 src/vws_cli/_error_handling.py                |   4 +
 src/vws_cli/commands.py                       | 189 ++++++++++-
 src/vws_cli/options/vws.py                    |  18 ++
 tests/test_help/test_vws_command_help____.txt |  20 +-
 ...p___get_database_reco_counts_report___.txt |  50 +++
 tests/test_reco_counts_report.py              | 300 ++++++++++++++++++
 9 files changed, 576 insertions(+), 10 deletions(-)
 create mode 100644 newsfragments/2441.change.rst
 create mode 100644 tests/test_help/test_vws_command_help___get_database_reco_counts_report___.txt
 create mode 100644 tests/test_reco_counts_report.py

diff --git a/newsfragments/2441.change.rst b/newsfragments/2441.change.rst
new file mode 100644
index 00000000..11c566cb
--- /dev/null
+++ b/newsfragments/2441.change.rst
@@ -0,0 +1 @@
+Add a ``vws get-database-reco-counts-report`` command, which requests a per-target recognition counts report for a month, waits for Vuforia to generate it, and writes the CSV to stdout or to a given path.
diff --git a/spelling_private_dict.txt b/spelling_private_dict.txt
index fda07bcc..b5bcfbf3 100644
--- a/spelling_private_dict.txt
+++ b/spelling_private_dict.txt
@@ -1,3 +1,4 @@
+CSV
 Winget
 admin
 api
@@ -33,6 +34,7 @@ reportMissingTypeStubs
 reportUnknownArgumentType
 reportUnknownMemberType
 reportUnknownVariableType
+stdout
 svg
 typeshed
 ubuntu
diff --git a/src/vws_cli/__init__.py b/src/vws_cli/__init__.py
index 7837a425..eb2d4914 100644
--- a/src/vws_cli/__init__.py
+++ b/src/vws_cli/__init__.py
@@ -8,6 +8,7 @@
 from vws_cli.commands import (
     add_target,
     delete_target,
+    get_database_reco_counts_report,
     get_database_summary_report,
     get_duplicate_targets,
     get_target_record,
@@ -41,6 +42,7 @@ def vws_group() -> None:
 
 vws_group.add_command(cmd=add_target)
 vws_group.add_command(cmd=delete_target)
+vws_group.add_command(cmd=get_database_reco_counts_report)
 vws_group.add_command(cmd=get_database_summary_report)
 vws_group.add_command(cmd=get_duplicate_targets)
 vws_group.add_command(cmd=get_target_record)
diff --git a/src/vws_cli/_error_handling.py b/src/vws_cli/_error_handling.py
index f5fe7ce9..bbecb570 100644
--- a/src/vws_cli/_error_handling.py
+++ b/src/vws_cli/_error_handling.py
@@ -2,6 +2,8 @@
 
 from beartype import beartype
 from vws.exceptions.custom_exceptions import (
+    RecoCountsReportDownloadError,
+    RecoCountsReportTimeoutError,
     ServerError,
     TargetProcessingTimeoutError,
 )
@@ -35,6 +37,8 @@ def get_error_message(exc: Exception) -> str:
         FailError: "Error: The request made to Vuforia was invalid and could not be processed. Check the given parameters.",
         ImageTooLargeError: "Error: The given image is too large.",
         MetadataTooLargeError: "Error: The given metadata is too large.",
+        RecoCountsReportDownloadError: "Error: The recognition counts report could not be downloaded. This may be because the report's URL has expired.",
+        RecoCountsReportTimeoutError: "Error: The recognition counts report was not generated within the allowed limit.",
         ServerError: "Error: There was an unknown error from Vuforia. This may be because there is a problem with the given name.",
         ProjectInactiveError: "Error: The project associated with the given keys is inactive.",
         RequestQuotaReachedError: "Error: The maximum number of API calls for this database has been reached.",
diff --git a/src/vws_cli/commands.py b/src/vws_cli/commands.py
index 9f2ddd2a..42180d5a 100644
--- a/src/vws_cli/commands.py
+++ b/src/vws_cli/commands.py
@@ -1,11 +1,14 @@
 """``click`` commands the VWS CLI."""
 
+import calendar
 import contextlib
 import dataclasses
+import datetime
 import io
 import sys
 from collections.abc import Generator
 from pathlib import Path
+from zoneinfo import ZoneInfo
 
 import click
 import yaml
@@ -13,9 +16,12 @@
 from vws import VWS
 from vws.exceptions.base_exceptions import VWSError
 from vws.exceptions.custom_exceptions import (
+    RecoCountsReportDownloadError,
+    RecoCountsReportTimeoutError,
     ServerError,
     TargetProcessingTimeoutError,
 )
+from vws.exceptions.vws_exceptions import AuthenticationFailureError
 
 from vws_cli._error_handling import get_error_message
 from vws_cli.options.credentials import (
@@ -35,7 +41,7 @@
     connection_timeout_seconds_option,
     read_timeout_seconds_option,
 )
-from vws_cli.options.vws import base_vws_url_option
+from vws_cli.options.vws import base_vws_url_option, database_id_option
 
 
 @beartype
@@ -48,6 +54,7 @@ def _handle_vws_exceptions() -> Generator[None]:
         yield
     except (
         VWSError,
+        RecoCountsReportDownloadError,
         ServerError,
         TargetProcessingTimeoutError,
     ) as exc:
@@ -488,3 +495,183 @@ def wait_for_target_processed(
             err=True,
         )
         sys.exit(1)
+
+
+_MONTH_FORMAT = "%Y-%m"
+
+_REPORT_SECONDS_BETWEEN_REQUESTS_HELP = (
+    "The number of seconds to wait between requests made while polling for "
+    "the report. "
+    f"We wait {_SECONDS_BETWEEN_REQUESTS_DEFAULT} seconds by default, rather "
+    "than less, than that to decrease the number of calls made to the API, to "
+    "decrease the likelihood of hitting the request quota."
+)
+
+_REPORT_TIMEOUT_SECONDS_HELP = (
+    "The maximum number of seconds to wait for the report to be generated."
+)
+
+
+@beartype
+def _default_month() -> str:
+    """Return the current month, in the form which ``--month`` takes."""
+    now = datetime.datetime.now(tz=ZoneInfo(key="UTC"))
+    return now.strftime(format=_MONTH_FORMAT)
+
+
+@beartype
+def _validate_month(
+    ctx: click.Context,
+    param: click.Parameter,
+    value: str,
+) -> datetime.date:
+    """Turn a ``YYYY-mm`` string into the first day of that month."""
+    # These are given by ``click``, and we do not use them.
+    del ctx
+    del param
+    try:
+        parsed = datetime.datetime.strptime(  # noqa: DTZ007
+            value,
+            _MONTH_FORMAT,
+        )
+    except ValueError as exc:
+        message = f'"{value}" is not a month in the YYYY-mm form.'
+        raise click.BadParameter(message=message) from exc
+    return parsed.date()
+
+
+@click.command(name="get-database-reco-counts-report")
+@click.option(
+    "--month",
+    type=str,
+    default=_default_month,
+    callback=_validate_month,
+    help=(
+        "The month to get recognition counts for, in the YYYY-mm form. "
+        "Vuforia accepts only the current month and the previous month."
+    ),
+    show_default="the current month",
+)
+@click.option(
+    "--output",
+    "output_file_path",
+    type=click.Path(
+        dir_okay=False,
+        writable=True,
+        path_type=Path,
+    ),
+    required=False,
+    help=(
+        "The path to write the CSV report to. By default, the report is "
+        "written to stdout."
+    ),
+)
+@click.option(
+    "--no-wait",
+    "no_wait",
+    is_flag=True,
+    default=False,
+    help=(
+        "Do not wait for the report to be generated. Instead, show the URL "
+        "to download the report from once it has been generated."
+    ),
+)
+@click.option(
+    "--seconds-between-requests",
+    type=click.FloatRange(min=0.05),
+    default=_SECONDS_BETWEEN_REQUESTS_DEFAULT,
+    help=_REPORT_SECONDS_BETWEEN_REQUESTS_HELP,
+    show_default=True,
+)
+@click.option(
+    "--timeout-seconds",
+    type=click.FloatRange(min=0.05),
+    default=300,
+    help=_REPORT_TIMEOUT_SECONDS_HELP,
+    show_default=True,
+)
+@server_access_key_option
+@server_secret_key_option
+@database_id_option
+@base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
+@_handle_vws_exceptions()
+@beartype
+def get_database_reco_counts_report(
+    *,
+    server_access_key: str,
+    server_secret_key: str,
+    database_id: str,
+    month: datetime.date,
+    output_file_path: Path | None,
+    no_wait: bool,
+    seconds_between_requests: float,
+    timeout_seconds: float,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> None:
+    """Get a per-target recognition counts report for a database.
+
+    The report is a CSV with a ``target_id,reco_count`` header. Vuforia
+    generates the report in the background, so by default we wait for the
+    report to be generated before downloading it.
+
+    \b
+    See
+    https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api.
+    """
+    if no_wait and output_file_path is not None:
+        message = "--output cannot be used with --no-wait."
+        raise click.UsageError(message=message)
+
+    vws_client = VWS(
+        server_access_key=server_access_key,
+        server_secret_key=server_secret_key,
+        base_vws_url=base_vws_url,
+        database_id=database_id,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
+    )
+
+    try:
+        report_request = vws_client.request_database_reco_counts_report(
+            year=month.year,
+            month=calendar.Month(value=month.month),
+        )
+    except AuthenticationFailureError:
+        click.echo(
+            message=(
+                "Error: The given secret key was incorrect, or the given "
+                "database ID is not the ID of the database which the given "
+                "server keys belong to."
+            ),
+            err=True,
+        )
+        sys.exit(1)
+
+    if no_wait:
+        click.echo(message=report_request.presigned_url)
+        return
+
+    try:
+        report = vws_client.wait_for_reco_counts_report(
+            presigned_url=report_request.presigned_url,
+            seconds_between_requests=seconds_between_requests,
+            timeout_seconds=timeout_seconds,
+        )
+    except RecoCountsReportTimeoutError:
+        click.echo(
+            message=f"Timeout of {timeout_seconds} seconds reached.",
+            err=True,
+        )
+        sys.exit(1)
+
+    if output_file_path is None:
+        click.echo(message=report.raw_csv, nl=False)
+        return
+
+    output_file_path.write_bytes(data=report.raw_csv)
diff --git a/src/vws_cli/options/vws.py b/src/vws_cli/options/vws.py
index ea976334..c944d58d 100644
--- a/src/vws_cli/options/vws.py
+++ b/src/vws_cli/options/vws.py
@@ -7,6 +7,24 @@
 from beartype import beartype
 
 
+@beartype
+def database_id_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for the Vuforia database ID."""
+    return click.option(
+        "--database-id",
+        type=str,
+        help=(
+            "The ID of the Vuforia database which the given server keys "
+            "belong to. This is shown in the Vuforia target manager."
+        ),
+        required=True,
+        envvar="VUFORIA_DATABASE_ID",
+        show_envvar=True,
+    )(command)
+
+
 @beartype
 def base_vws_url_option(
     command: Callable[..., Any],
diff --git a/tests/test_help/test_vws_command_help____.txt b/tests/test_help/test_vws_command_help____.txt
index 13ff9f18..1a1a4c49 100644
--- a/tests/test_help/test_vws_command_help____.txt
+++ b/tests/test_help/test_vws_command_help____.txt
@@ -7,12 +7,14 @@ Options:
   -h, --help  Show this message and exit.
 
 Commands:
-  add-target                   Add a target.
-  delete-target                Delete a target.
-  get-database-summary-report  Get a database summary report.
-  get-duplicate-targets        Get a list of potential duplicate targets.
-  get-target-record            Get a target record.
-  get-target-summary-report    Get a target summary report.
-  list-targets                 List targets.
-  update-target                Update a target.
-  wait-for-target-processed    Wait for a target to be "processed".
+  add-target                      Add a target.
+  delete-target                   Delete a target.
+  get-database-reco-counts-report
+                                  Get a per-target recognition counts...
+  get-database-summary-report     Get a database summary report.
+  get-duplicate-targets           Get a list of potential duplicate targets.
+  get-target-record               Get a target record.
+  get-target-summary-report       Get a target summary report.
+  list-targets                    List targets.
+  update-target                   Update a target.
+  wait-for-target-processed       Wait for a target to be "processed".
diff --git a/tests/test_help/test_vws_command_help___get_database_reco_counts_report___.txt b/tests/test_help/test_vws_command_help___get_database_reco_counts_report___.txt
new file mode 100644
index 00000000..2cd38898
--- /dev/null
+++ b/tests/test_help/test_vws_command_help___get_database_reco_counts_report___.txt
@@ -0,0 +1,50 @@
+Usage: vws get-database-reco-counts-report [OPTIONS]
+
+  Get a per-target recognition counts report for a database.
+
+  The report is a CSV with a ``target_id,reco_count`` header. Vuforia generates
+  the report in the background, so by default we wait for the report to be
+  generated before downloading it.
+
+  See
+  https://developer.vuforia.com/library/web-api/cloud-targets-web-services-api.
+
+Options:
+  --month TEXT                    The month to get recognition counts for, in
+                                  the YYYY-mm form. Vuforia accepts only the
+                                  current month and the previous month.
+                                  [default: (the current month)]
+  --output FILE                   The path to write the CSV report to. By
+                                  default, the report is written to stdout.
+  --no-wait                       Do not wait for the report to be generated.
+                                  Instead, show the URL to download the report
+                                  from once it has been generated.
+  --seconds-between-requests FLOAT RANGE
+                                  The number of seconds to wait between requests
+                                  made while polling for the report. We wait 0.2
+                                  seconds by default, rather than less, than
+                                  that to decrease the number of calls made to
+                                  the API, to decrease the likelihood of hitting
+                                  the request quota.  [default: 0.2; x>=0.05]
+  --timeout-seconds FLOAT RANGE   The maximum number of seconds to wait for the
+                                  report to be generated.  [default: 300;
+                                  x>=0.05]
+  --server-access-key TEXT        A Vuforia server access key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_ACCESS_KEY; required]
+  --server-secret-key TEXT        A Vuforia server secret key to use to access
+                                  the Vuforia Web Services API.  [env var:
+                                  VUFORIA_SERVER_SECRET_KEY; required]
+  --database-id TEXT              The ID of the Vuforia database which the given
+                                  server keys belong to. This is shown in the
+                                  Vuforia target manager.  [env var:
+                                  VUFORIA_DATABASE_ID; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_reco_counts_report.py b/tests/test_reco_counts_report.py
new file mode 100644
index 00000000..e9411d15
--- /dev/null
+++ b/tests/test_reco_counts_report.py
@@ -0,0 +1,300 @@
+"""Tests for the ``get-database-reco-counts-report`` command."""
+
+import datetime
+import uuid
+from pathlib import Path
+from zoneinfo import ZoneInfo
+
+import pytest
+from click.testing import CliRunner
+from mock_vws import MockVWS
+from mock_vws.database import CloudDatabase
+from vws import VWS
+from vws.exceptions.custom_exceptions import RecoCountsReportNotReadyError
+
+from vws_cli import vws_group
+
+_EXPECTED_CSV = b"target_id,reco_count\r\n"
+
+# The exit code which ``click`` uses for a usage error.
+_USAGE_ERROR_EXIT_CODE = 2
+
+
+def _month_string(*, months_ago: int) -> str:
+    """Return a ``YYYY-mm`` string for a month relative to this month."""
+    now = datetime.datetime.now(tz=ZoneInfo(key="UTC"))
+    first_of_month = now.replace(day=1)
+    for _ in range(months_ago):
+        first_of_month = first_of_month.replace(day=1) - datetime.timedelta(
+            days=1,
+        )
+    return first_of_month.strftime(format="%Y-%m")
+
+
+def _base_commands(*, mock_database: CloudDatabase) -> list[str]:
+    """Return the command and credential arguments for the report
+    command.
+    """
+    return [
+        "get-database-reco-counts-report",
+        "--server-access-key",
+        mock_database.server_access_key,
+        "--server-secret-key",
+        mock_database.server_secret_key,
+        "--database-id",
+        mock_database.database_id,
+    ]
+
+
+def test_get_database_reco_counts_report(
+    *,
+    mock_database: CloudDatabase,
+) -> None:
+    """The report is written to stdout.
+
+    The ``mock_database`` fixture does not make the report available
+    immediately, so this also shows that the command waits for the report.
+    """
+    runner = CliRunner()
+    result = runner.invoke(
+        cli=vws_group,
+        args=_base_commands(mock_database=mock_database),
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 0
+    assert not result.stderr
+    assert result.stdout_bytes == _EXPECTED_CSV
+
+
+def test_report_is_not_available_immediately() -> None:
+    """The command waits for a report which is not ready to download."""
+    runner = CliRunner()
+    mock_database = CloudDatabase()
+    with MockVWS(processing_time_seconds=1) as mock:
+        mock.add_cloud_database(cloud_database=mock_database)
+        vws_client = VWS(
+            server_access_key=mock_database.server_access_key,
+            server_secret_key=mock_database.server_secret_key,
+        )
+        no_wait_result = runner.invoke(
+            cli=vws_group,
+            args=[*_base_commands(mock_database=mock_database), "--no-wait"],
+            catch_exceptions=False,
+            color=True,
+        )
+        assert no_wait_result.exit_code == 0
+        presigned_url = no_wait_result.stdout.strip()
+        with pytest.raises(expected_exception=RecoCountsReportNotReadyError):
+            vws_client.download_reco_counts_report(
+                presigned_url=presigned_url,
+            )
+
+        result = runner.invoke(
+            cli=vws_group,
+            args=_base_commands(mock_database=mock_database),
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 0
+    assert result.stdout_bytes == _EXPECTED_CSV
+
+
+def test_output_file(*, tmp_path: Path) -> None:
+    """The report is written to the path given by ``--output``."""
+    runner = CliRunner()
+    mock_database = CloudDatabase()
+    output_file_path = tmp_path / uuid.uuid4().hex
+    with MockVWS(processing_time_seconds=0) as mock:
+        mock.add_cloud_database(cloud_database=mock_database)
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                *_base_commands(mock_database=mock_database),
+                "--output",
+                str(object=output_file_path),
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 0
+    assert not result.stdout
+    assert output_file_path.read_bytes() == _EXPECTED_CSV
+
+
+def test_no_wait() -> None:
+    """``--no-wait`` shows the URL to download the report from."""
+    runner = CliRunner()
+    mock_database = CloudDatabase()
+    with MockVWS(processing_time_seconds=0) as mock:
+        mock.add_cloud_database(cloud_database=mock_database)
+        vws_client = VWS(
+            server_access_key=mock_database.server_access_key,
+            server_secret_key=mock_database.server_secret_key,
+        )
+        result = runner.invoke(
+            cli=vws_group,
+            args=[*_base_commands(mock_database=mock_database), "--no-wait"],
+            catch_exceptions=False,
+            color=True,
+        )
+        assert result.exit_code == 0
+        presigned_url = result.stdout.strip()
+        report = vws_client.download_reco_counts_report(
+            presigned_url=presigned_url,
+        )
+
+    assert report.raw_csv == _EXPECTED_CSV
+
+
+def test_no_wait_with_output_file(
+    *,
+    mock_database: CloudDatabase,
+    tmp_path: Path,
+) -> None:
+    """``--output`` cannot be used with ``--no-wait``."""
+    runner = CliRunner()
+    output_file_path = tmp_path / uuid.uuid4().hex
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            *_base_commands(mock_database=mock_database),
+            "--no-wait",
+            "--output",
+            str(object=output_file_path),
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    assert "--output cannot be used with --no-wait." in result.stderr
+    assert not output_file_path.exists()
+
+
+def test_previous_month() -> None:
+    """A report can be requested for the previous month."""
+    runner = CliRunner()
+    mock_database = CloudDatabase()
+    with MockVWS(processing_time_seconds=0) as mock:
+        mock.add_cloud_database(cloud_database=mock_database)
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                *_base_commands(mock_database=mock_database),
+                "--month",
+                _month_string(months_ago=1),
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 0
+    assert result.stdout_bytes == _EXPECTED_CSV
+
+
+def test_month_is_not_in_the_yyyy_mm_form(
+    *,
+    mock_database: CloudDatabase,
+) -> None:
+    """An error is shown for a month which is not in the ``YYYY-mm``
+    form.
+    """
+    runner = CliRunner()
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            *_base_commands(mock_database=mock_database),
+            "--month",
+            "not-a-month",
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    expected_message = '"not-a-month" is not a month in the YYYY-mm form.'
+    assert expected_message in result.stderr
+
+
+def test_month_out_of_range(*, mock_database: CloudDatabase) -> None:
+    """An error is shown for a month which Vuforia does not accept.
+
+    Vuforia accepts only the current month and the previous month.
+    """
+    runner = CliRunner()
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            *_base_commands(mock_database=mock_database),
+            "--month",
+            _month_string(months_ago=2),
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 1
+    expected_stderr = (
+        "Error: The request made to Vuforia was invalid and could not be "
+        "processed. Check the given parameters.\n"
+    )
+    assert result.stderr == expected_stderr
+    assert not result.stdout
+
+
+def test_database_id_does_not_match(
+    *,
+    mock_database: CloudDatabase,
+) -> None:
+    """An error is shown when the given database ID is not the
+    database's.
+    """
+    runner = CliRunner()
+    commands = [
+        "get-database-reco-counts-report",
+        "--server-access-key",
+        mock_database.server_access_key,
+        "--server-secret-key",
+        mock_database.server_secret_key,
+        "--database-id",
+        uuid.uuid4().hex,
+    ]
+    result = runner.invoke(
+        cli=vws_group,
+        args=commands,
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 1
+    expected_stderr = (
+        "Error: The given secret key was incorrect, or the given database ID "
+        "is not the ID of the database which the given server keys belong "
+        "to.\n"
+    )
+    assert result.stderr == expected_stderr
+    assert not result.stdout
+
+
+def test_timeout_reached() -> None:
+    """An error is shown when the report is not generated in time."""
+    runner = CliRunner()
+    mock_database = CloudDatabase()
+    timeout_seconds = 0.1
+    with MockVWS(processing_time_seconds=60) as mock:
+        mock.add_cloud_database(cloud_database=mock_database)
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                *_base_commands(mock_database=mock_database),
+                "--timeout-seconds",
+                str(object=timeout_seconds),
+                "--seconds-between-requests",
+                "0.05",
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 1
+    assert result.stderr == f"Timeout of {timeout_seconds} seconds reached.\n"
+    assert not result.stdout

From fc5f6cd4731ec7da26c3719c89f1c09ffa9f0c15 Mon Sep 17 00:00:00 2001
From: Adam Dangoor <adamdangoor@gmail.com>
Date: Fri, 14 Aug 2026 17:19:02 +0100
Subject: [PATCH 789/792] Add Model Target dataset commands (#2460)

Add ``vws create-model-target-dataset``,
``vws get-model-target-dataset-status``,
``vws wait-for-model-target-dataset-generated``,
``vws download-model-target-dataset`` and
``vws delete-model-target-dataset``, which cover the asynchronous
create, poll, download and delete workflow of the Model Target Web API
for both standard and advanced datasets.

That API authenticates with OAuth2 client credentials rather than server
keys, so the commands take ``--client-id`` and ``--client-secret``, with
``VUFORIA_MODEL_TARGET_CLIENT_ID`` and
``VUFORIA_MODEL_TARGET_CLIENT_SECRET`` environment variables alongside
the existing credential options.

A standard dataset takes one model, so the single-model options describe
it directly.  Advanced datasets may take several models with guide
views, and those do not fit flat options, so ``--models-file`` takes the
models in the JSON form which the API documents; giving invalid JSON
gives a usage error naming the field which is wrong.

Model Target errors are mapped in ``_error_handling.py``, as VWS errors
are.  A dataset which failed to generate is finished, so
``wait-for-model-target-dataset-generated`` shows its status report and
then exits non-zero.

Closes #2440.

Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
---
 docs/source/usage-example.rst                 |  73 +-
 newsfragments/2440.change.rst                 |   1 +
 spelling_private_dict.txt                     |   2 +
 src/vws_cli/__init__.py                       |  12 +
 src/vws_cli/_error_handling.py                |  46 +
 src/vws_cli/model_target.py                   | 835 +++++++++++++++
 src/vws_cli/options/model_targets.py          |  81 ++
 tests/test_help/test_vws_command_help____.txt |  13 +-
 ..._help___create_model_target_dataset___.txt |  73 ++
 ..._help___delete_model_target_dataset___.txt |  31 +
 ...elp___download_model_target_dataset___.txt |  33 +
 ...p___get_model_target_dataset_status___.txt |  31 +
 ..._for_model_target_dataset_generated___.txt |  42 +
 tests/test_model_target.py                    | 986 ++++++++++++++++++
 14 files changed, 2255 insertions(+), 4 deletions(-)
 create mode 100644 newsfragments/2440.change.rst
 create mode 100644 src/vws_cli/model_target.py
 create mode 100644 src/vws_cli/options/model_targets.py
 create mode 100644 tests/test_help/test_vws_command_help___create_model_target_dataset___.txt
 create mode 100644 tests/test_help/test_vws_command_help___delete_model_target_dataset___.txt
 create mode 100644 tests/test_help/test_vws_command_help___download_model_target_dataset___.txt
 create mode 100644 tests/test_help/test_vws_command_help___get_model_target_dataset_status___.txt
 create mode 100644 tests/test_help/test_vws_command_help___wait_for_model_target_dataset_generated___.txt
 create mode 100644 tests/test_model_target.py

diff --git a/docs/source/usage-example.rst b/docs/source/usage-example.rst
index 0f8faaa5..2f3dd790 100644
--- a/docs/source/usage-example.rst
+++ b/docs/source/usage-example.rst
@@ -1,7 +1,7 @@
 Usage example
 -------------
 
-.. skip doccmd[shellcheck]: next
+.. skip doccmd[shellcheck]: start
 
 .. code-block:: console
 
@@ -22,3 +22,74 @@ Usage example
    - target_id: b60f60121d37418eb1de123c381b2af9
    - target_id: e3a6e1a216ad4df3aaae1f6dd309c800
    $
+
+.. skip doccmd[shellcheck]: end
+
+Model Target datasets
+~~~~~~~~~~~~~~~~~~~~~
+
+Model Target dataset commands use OAuth2 credentials for the `Model Target Web API`_, rather than server keys.
+Vuforia generates a dataset in the background, so create the dataset, wait for it, and then download it.
+
+.. _Model Target Web API: https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+
+.. skip doccmd[shellcheck]: start
+
+.. code-block:: console
+
+   $ vws create-model-target-dataset \
+       --client-id "$MODEL_TARGET_CLIENT_ID" \
+       --client-secret "$MODEL_TARGET_CLIENT_SECRET" \
+       --name my_dataset_name \
+       --target-sdk 10.29 \
+       --model-name my_model_name \
+       --cad-data-file ~/Documents/my_model.obj \
+       --cad-data-format obj
+   1f0f2b7c1f0f4b0a9a1c4b6b0a5b0f2b
+   $ vws wait-for-model-target-dataset-generated \
+       --client-id "$MODEL_TARGET_CLIENT_ID" \
+       --client-secret "$MODEL_TARGET_CLIENT_SECRET" \
+       --dataset-uuid 1f0f2b7c1f0f4b0a9a1c4b6b0a5b0f2b
+   completed_at: '2026-08-14 12:00:00+00:00'
+   created_at: '2026-08-14 11:59:00+00:00'
+   dataset_uuid: 1f0f2b7c1f0f4b0a9a1c4b6b0a5b0f2b
+   error: null
+   eta: null
+   status: done
+   warning: null
+   $ vws download-model-target-dataset \
+       --client-id "$MODEL_TARGET_CLIENT_ID" \
+       --client-secret "$MODEL_TARGET_CLIENT_SECRET" \
+       --dataset-uuid 1f0f2b7c1f0f4b0a9a1c4b6b0a5b0f2b \
+       --output ~/Documents/my_dataset.zip
+   $ vws delete-model-target-dataset \
+       --client-id "$MODEL_TARGET_CLIENT_ID" \
+       --client-secret "$MODEL_TARGET_CLIENT_SECRET" \
+       --dataset-uuid 1f0f2b7c1f0f4b0a9a1c4b6b0a5b0f2b
+   $
+
+.. skip doccmd[shellcheck]: end
+
+Use ``--dataset-type advanced`` with each of these commands for an advanced dataset.
+To give more than one model, or to give guide views, describe the models in a JSON file and give it with ``--models-file``:
+
+.. code-block:: json
+
+   {
+     "models": [
+       {
+         "name": "my_model_name",
+         "cadDataUrl": "https://example.com/my_model.zip",
+         "cadDataFormat": "OBJ",
+         "views": [
+           {
+             "name": "front",
+             "guideViewPosition": {
+               "rotation": [0, 0, 0, 1],
+               "translation": [0, 0, -1.5]
+             }
+           }
+         ]
+       }
+     ]
+   }
diff --git a/newsfragments/2440.change.rst b/newsfragments/2440.change.rst
new file mode 100644
index 00000000..3813ac27
--- /dev/null
+++ b/newsfragments/2440.change.rst
@@ -0,0 +1 @@
+Add Model Target dataset commands: ``vws create-model-target-dataset``, ``vws get-model-target-dataset-status``, ``vws wait-for-model-target-dataset-generated``, ``vws download-model-target-dataset`` and ``vws delete-model-target-dataset``.
diff --git a/spelling_private_dict.txt b/spelling_private_dict.txt
index b5bcfbf3..c45f684b 100644
--- a/spelling_private_dict.txt
+++ b/spelling_private_dict.txt
@@ -1,7 +1,9 @@
 CSV
+OAuth
 Winget
 admin
 api
+ar
 args
 beartype
 changelog
diff --git a/src/vws_cli/__init__.py b/src/vws_cli/__init__.py
index eb2d4914..5077ff4d 100644
--- a/src/vws_cli/__init__.py
+++ b/src/vws_cli/__init__.py
@@ -17,6 +17,13 @@
     update_target,
     wait_for_target_processed,
 )
+from vws_cli.model_target import (
+    create_model_target_dataset,
+    delete_model_target_dataset,
+    download_model_target_dataset,
+    get_model_target_dataset_status,
+    wait_for_model_target_dataset_generated,
+)
 
 _CONTEXT_SETTINGS = {"help_option_names": ["-h", "--help"]}
 
@@ -41,12 +48,17 @@ def vws_group() -> None:
 
 
 vws_group.add_command(cmd=add_target)
+vws_group.add_command(cmd=create_model_target_dataset)
+vws_group.add_command(cmd=delete_model_target_dataset)
 vws_group.add_command(cmd=delete_target)
+vws_group.add_command(cmd=download_model_target_dataset)
 vws_group.add_command(cmd=get_database_reco_counts_report)
 vws_group.add_command(cmd=get_database_summary_report)
 vws_group.add_command(cmd=get_duplicate_targets)
+vws_group.add_command(cmd=get_model_target_dataset_status)
 vws_group.add_command(cmd=get_target_record)
 vws_group.add_command(cmd=get_target_summary_report)
 vws_group.add_command(cmd=list_targets)
 vws_group.add_command(cmd=update_target)
+vws_group.add_command(cmd=wait_for_model_target_dataset_generated)
 vws_group.add_command(cmd=wait_for_target_processed)
diff --git a/src/vws_cli/_error_handling.py b/src/vws_cli/_error_handling.py
index bbecb570..63272a2b 100644
--- a/src/vws_cli/_error_handling.py
+++ b/src/vws_cli/_error_handling.py
@@ -7,6 +7,14 @@
     ServerError,
     TargetProcessingTimeoutError,
 )
+from vws.exceptions.model_target_exceptions import (
+    ModelTargetAuthenticationError,
+    ModelTargetDatasetNotDoneError,
+    ModelTargetError,
+    ModelTargetOAuth2Error,
+    ModelTargetValidationError,
+    UnknownModelTargetDatasetError,
+)
 from vws.exceptions.vws_exceptions import (
     AuthenticationFailureError,
     BadImageError,
@@ -68,3 +76,41 @@ def get_error_message(exc: Exception) -> str:
             )
         case _:
             return exc_type_to_message[type(exc)]
+
+
+@beartype
+def get_model_target_error_message(
+    exc: ModelTargetError | ModelTargetOAuth2Error | ServerError,
+) -> str:
+    """Get an error message from a Model Target Web API exception."""
+    match exc:
+        case ModelTargetOAuth2Error():
+            message = (
+                "Error: The given client ID and client secret are not a set "
+                "of Model Target Web API credentials."
+            )
+        case ModelTargetAuthenticationError():
+            message = "Error: The request to Vuforia was not authenticated."
+        case UnknownModelTargetDatasetError():
+            message = (
+                "Error: No Model Target dataset of the given type matches "
+                "the given UUID."
+            )
+        case ModelTargetDatasetNotDoneError():
+            message = (
+                "Error: Vuforia has not finished generating the dataset, so "
+                "the dataset cannot be downloaded."
+            )
+        case ModelTargetValidationError():
+            problems = [
+                f"{detail.code}: {detail.message}" for detail in exc.details
+            ] or [exc.message]
+            message = "\n".join(
+                ["Error: Vuforia rejected the request.", *problems],
+            )
+        case ModelTargetError():
+            message = f"Error: {exc.message or 'Vuforia returned an error.'}"
+        case _:
+            message = get_error_message(exc=exc)
+
+    return message
diff --git a/src/vws_cli/model_target.py b/src/vws_cli/model_target.py
new file mode 100644
index 00000000..39089f38
--- /dev/null
+++ b/src/vws_cli/model_target.py
@@ -0,0 +1,835 @@
+"""``click`` commands for the Vuforia Model Target Web API."""
+
+import base64
+import contextlib
+import dataclasses
+import json
+import sys
+from collections.abc import Generator, Sequence
+from enum import StrEnum
+from pathlib import Path
+from typing import Any
+
+import click
+import yaml
+from beartype import beartype
+from vws import ModelTargetService
+from vws.exceptions.custom_exceptions import ServerError
+from vws.exceptions.model_target_exceptions import (
+    ModelTargetDatasetTimeoutError,
+    ModelTargetError,
+    ModelTargetOAuth2Error,
+)
+from vws.model_target_datasets import (
+    AutomaticColoring,
+    CadDataFormat,
+    GuideViewPosition,
+    ModelTargetDatasetType,
+    ModelTargetModel,
+    ModelTargetView,
+    MotionHint,
+    OptimizeTrackingFor,
+    RealisticAppearance,
+    Simplify,
+    TrackingMode,
+)
+from vws.reports import (
+    ModelTargetDatasetStatuses,
+    ModelTargetDatasetStatusReport,
+)
+
+from vws_cli._error_handling import get_model_target_error_message
+from vws_cli.options.model_targets import (
+    client_id_option,
+    client_secret_option,
+    dataset_type_option,
+    dataset_uuid_option,
+)
+from vws_cli.options.timeout import (
+    connection_timeout_seconds_option,
+    read_timeout_seconds_option,
+)
+from vws_cli.options.vws import base_vws_url_option
+
+_SECONDS_BETWEEN_REQUESTS_DEFAULT = 0.2
+
+_SECONDS_BETWEEN_REQUESTS_HELP = (
+    "The number of seconds to wait between requests made while polling the "
+    "dataset status. "
+    f"We wait {_SECONDS_BETWEEN_REQUESTS_DEFAULT} seconds by default, rather "
+    "than less, than that to decrease the number of calls made to the API, to "
+    "decrease the likelihood of hitting the request quota."
+)
+
+_TIMEOUT_SECONDS_HELP = (
+    "The maximum number of seconds to wait for the dataset to be generated."
+)
+
+
+@beartype
+@contextlib.contextmanager
+def _handle_model_target_exceptions() -> Generator[None]:
+    """Show error messages and catch exceptions from ``VWS-Python``."""
+    error_message = ""
+
+    try:
+        yield
+    except (ModelTargetError, ModelTargetOAuth2Error, ServerError) as exc:
+        error_message = get_model_target_error_message(exc=exc)
+    else:
+        return
+
+    click.echo(message=error_message, err=True)
+    sys.exit(1)
+
+
+@beartype
+def _model_target_client(
+    *,
+    client_id: str,
+    client_secret: str,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> ModelTargetService:
+    """Get a client for the Model Target Web API."""
+    return ModelTargetService(
+        client_id=client_id,
+        client_secret=client_secret,
+        base_vws_url=base_vws_url,
+        request_timeout_seconds=(
+            connection_timeout_seconds,
+            read_timeout_seconds,
+        ),
+    )
+
+
+@beartype
+def _status_report_yaml(*, report: ModelTargetDatasetStatusReport) -> str:
+    """Get a YAML representation of a dataset status report."""
+    report_dict = dataclasses.asdict(obj=report)
+    report_dict["status"] = report.status.value
+    for key in ("created_at", "eta", "completed_at"):
+        value = report_dict[key]
+        report_dict[key] = None if value is None else str(object=value)
+    return yaml.dump(data=report_dict)
+
+
+_MODELS_FILE_HINT = "'--models-file'"
+
+_MODEL_STRING_FIELDS = {
+    "cadDataBlob": "cad_data_blob",
+    "cadDataUrl": "cad_data_url",
+    "name": "name",
+    "stateBasedConfigurationJsonString": (
+        "state_based_configuration_json_string"
+    ),
+}
+
+_MODEL_ENUM_FIELDS: dict[str, tuple[str, type[StrEnum]]] = {
+    "automaticColoring": ("automatic_coloring", AutomaticColoring),
+    "cadDataFormat": ("cad_data_format", CadDataFormat),
+    "motionHint": ("motion_hint", MotionHint),
+    "optimizeTrackingFor": ("optimize_tracking_for", OptimizeTrackingFor),
+    "realisticAppearance": ("realistic_appearance", RealisticAppearance),
+    "simplify": ("simplify", Simplify),
+    "trackingMode": ("tracking_mode", TrackingMode),
+}
+
+_MODEL_FIELDS = frozenset(
+    {*_MODEL_STRING_FIELDS, *_MODEL_ENUM_FIELDS, "views"},
+)
+
+_VIEW_FIELDS = frozenset({"guideViewPosition", "name", "states"})
+
+_POSITION_FIELDS = frozenset({"rotation", "translation"})
+
+
+@beartype
+def _models_file_error(*, message: str) -> click.BadParameter:
+    """Get an error to raise for an invalid models file."""
+    return click.BadParameter(message=message, param_hint=_MODELS_FILE_HINT)
+
+
+@beartype
+def _is_json_object(*, value: object) -> bool:
+    """Get whether a value from a models file is an object."""
+    return isinstance(value, dict)
+
+
+@beartype
+def _is_json_array(*, value: object) -> bool:
+    """Get whether a value from a models file is an array."""
+    return isinstance(value, list)
+
+
+@beartype
+def _as_json_object(*, value: object) -> dict[str, Any] | None:
+    """Get an object from a models file, or ``None``."""
+    if not _is_json_object(value=value):
+        return None
+    # The value goes through a variable which is typed as ``Any`` so that
+    # the keys and values of the returned object are not unknown types.
+    value_any: Any = value
+    value_dict: dict[str, Any] = value_any
+    return value_dict
+
+
+@beartype
+def _json_object(*, value: object, message: str) -> dict[str, Any]:
+    """Get an object from a models file, or raise an error."""
+    value_dict = _as_json_object(value=value)
+    if value_dict is None:
+        raise _models_file_error(message=message)
+    return value_dict
+
+
+@beartype
+def _json_array(*, value: object, message: str) -> list[Any]:
+    """Get an array from a models file, or raise an error."""
+    if not _is_json_array(value=value):
+        raise _models_file_error(message=message)
+    # The value goes through a variable which is typed as ``Any`` so that
+    # the items of the returned array are not unknown types.
+    value_any: Any = value
+    value_list: list[Any] = value_any
+    return value_list
+
+
+@beartype
+def _checked_object(
+    *,
+    value: object,
+    known_fields: frozenset[str],
+    required_fields: Sequence[str],
+    path: str,
+) -> dict[str, Any]:
+    """Get an object with known and required fields, or raise an error."""
+    value_dict = _json_object(
+        value=value,
+        message=f"{path} must be an object.",
+    )
+    unknown_fields = sorted(set(value_dict) - known_fields)
+    if unknown_fields:
+        message = f"{path} has unknown fields: {', '.join(unknown_fields)}."
+        raise _models_file_error(message=message)
+
+    for required_field in required_fields:
+        if required_field not in value_dict:
+            message = f"{path}/{required_field} is required."
+            raise _models_file_error(message=message)
+
+    return value_dict
+
+
+@beartype
+def _string_value(*, value: object, path: str) -> str:
+    """Get a string from a models file, or raise an error."""
+    if not isinstance(value, str):
+        message = f"{path} must be a string."
+        raise _models_file_error(message=message)
+    return value
+
+
+@beartype
+def _enum_value(
+    *,
+    value: object,
+    enum_type: type[StrEnum],
+    path: str,
+) -> StrEnum:
+    """Get an enumeration member from a models file, or raise an error."""
+    string_value = _string_value(value=value, path=path)
+    try:
+        return enum_type(value=string_value)
+    except ValueError as exc:
+        allowed = ", ".join(sorted(member.value for member in enum_type))
+        message = f"{path} must be one of: {allowed}."
+        raise _models_file_error(message=message) from exc
+
+
+@beartype
+def _number_sequence(*, value: object, path: str) -> Sequence[float]:
+    """Get a sequence of numbers from a models file, or raise an error."""
+    message = f"{path} must be an array of numbers."
+    items = _json_array(value=value, message=message)
+    for item in items:
+        if isinstance(item, bool) or not isinstance(item, int | float):
+            raise _models_file_error(message=message)
+
+    return [float(item) for item in items]
+
+
+@beartype
+def _guide_view_position_from_json(
+    *,
+    value: object,
+    path: str,
+) -> GuideViewPosition:
+    """Get a guide view position from a models file, or raise an error."""
+    position_dict = _checked_object(
+        value=value,
+        known_fields=_POSITION_FIELDS,
+        required_fields=("rotation", "translation"),
+        path=path,
+    )
+    return GuideViewPosition(
+        rotation=_number_sequence(
+            value=position_dict["rotation"],
+            path=f"{path}/rotation",
+        ),
+        translation=_number_sequence(
+            value=position_dict["translation"],
+            path=f"{path}/translation",
+        ),
+    )
+
+
+@beartype
+def _view_from_json(*, value: object, path: str) -> ModelTargetView:
+    """Get a guide view from a models file, or raise an error."""
+    view_dict = _checked_object(
+        value=value,
+        known_fields=_VIEW_FIELDS,
+        required_fields=("guideViewPosition", "name"),
+        path=path,
+    )
+
+    states: Sequence[str] | None = None
+    if "states" in view_dict:
+        states_items = _json_array(
+            value=view_dict["states"],
+            message=f"{path}/states must be an array of strings.",
+        )
+        states = [
+            _string_value(value=state, path=f"{path}/states({index})")
+            for index, state in enumerate(iterable=states_items)
+        ]
+
+    return ModelTargetView(
+        name=_string_value(value=view_dict["name"], path=f"{path}/name"),
+        guide_view_position=_guide_view_position_from_json(
+            value=view_dict["guideViewPosition"],
+            path=f"{path}/guideViewPosition",
+        ),
+        states=states,
+    )
+
+
+@beartype
+def _model_from_json(*, value: object, path: str) -> ModelTargetModel:
+    """Get a model from a models file, or raise an error."""
+    model_dict = _checked_object(
+        value=value,
+        known_fields=_MODEL_FIELDS,
+        required_fields=("name",),
+        path=path,
+    )
+
+    model_kwargs: dict[str, Any] = {
+        field_name: _string_value(
+            value=model_dict[json_field],
+            path=f"{path}/{json_field}",
+        )
+        for json_field, field_name in _MODEL_STRING_FIELDS.items()
+        if json_field in model_dict
+    }
+
+    for json_field, (field_name, enum_type) in _MODEL_ENUM_FIELDS.items():
+        if json_field in model_dict:
+            model_kwargs[field_name] = _enum_value(
+                value=model_dict[json_field],
+                enum_type=enum_type,
+                path=f"{path}/{json_field}",
+            )
+
+    if "views" in model_dict:
+        views_items = _json_array(
+            value=model_dict["views"],
+            message=f"{path}/views must be an array.",
+        )
+        model_kwargs["views"] = [
+            _view_from_json(value=view_json, path=f"{path}/views({index})")
+            for index, view_json in enumerate(iterable=views_items)
+        ]
+
+    return ModelTargetModel(**model_kwargs)
+
+
+@beartype
+def _models_from_file(
+    *,
+    models_file_path: Path,
+) -> Sequence[ModelTargetModel]:
+    """Get the models described by a models file, or raise an error."""
+    try:
+        file_json: object = json.loads(s=models_file_path.read_text())
+    except json.JSONDecodeError as exc:
+        message = f"{models_file_path} is not valid JSON."
+        raise _models_file_error(message=message) from exc
+
+    models_json: object = file_json
+    file_dict = _as_json_object(value=file_json)
+    if file_dict is not None:
+        if "models" not in file_dict:
+            message = "/models is required."
+            raise _models_file_error(message=message)
+        models_json = file_dict["models"]
+
+    models_items = _json_array(
+        value=models_json,
+        message="/models must be an array.",
+    )
+    return [
+        _model_from_json(value=model_json, path=f"/models({index})")
+        for index, model_json in enumerate(iterable=models_items)
+    ]
+
+
+@click.command(name="create-model-target-dataset")
+@click.option(
+    "--name",
+    type=str,
+    required=True,
+    help="The name of the Model Target dataset.",
+)
+@click.option(
+    "--target-sdk",
+    type=str,
+    required=True,
+    help=(
+        "The Vuforia Engine version to generate the dataset for, for example "
+        '"10.29".'
+    ),
+)
+@dataset_type_option
+@click.option(
+    "--model-name",
+    type=str,
+    help=(
+        "The name of the model to generate the dataset from. This is "
+        "required unless --models-file is given."
+    ),
+)
+@click.option(
+    "--cad-data-url",
+    type=str,
+    help="A URL which Vuforia downloads the model's CAD data from.",
+)
+@click.option(
+    "--cad-data-file",
+    "cad_data_file_path",
+    type=click.Path(
+        exists=True,
+        dir_okay=False,
+        path_type=Path,
+    ),
+    help=(
+        "The path to a file with the model's CAD data. The file is sent to "
+        "Vuforia as base64 encoded data."
+    ),
+)
+@click.option(
+    "--automatic-coloring",
+    type=click.Choice(choices=AutomaticColoring, case_sensitive=False),
+    help="Whether Vuforia colors the model automatically.",
+)
+@click.option(
+    "--cad-data-format",
+    type=click.Choice(choices=CadDataFormat, case_sensitive=False),
+    help="The format of the model's CAD data.",
+)
+@click.option(
+    "--motion-hint",
+    type=click.Choice(choices=MotionHint, case_sensitive=False),
+    help="How the object which the model represents moves.",
+)
+@click.option(
+    "--optimize-tracking-for",
+    type=click.Choice(choices=OptimizeTrackingFor, case_sensitive=False),
+    help="What Vuforia optimizes tracking of the model for.",
+)
+@click.option(
+    "--realistic-appearance",
+    type=click.Choice(choices=RealisticAppearance, case_sensitive=False),
+    help=(
+        "Whether the model looks like the object it represents. This is "
+        "documented for advanced datasets only."
+    ),
+)
+@click.option(
+    "--simplify",
+    type=click.Choice(choices=Simplify, case_sensitive=False),
+    help="Whether Vuforia simplifies the model.",
+)
+@click.option(
+    "--tracking-mode",
+    type=click.Choice(choices=TrackingMode, case_sensitive=False),
+    help="The tracking mode to generate the dataset for.",
+)
+@click.option(
+    "--state-based-configuration-file",
+    "state_based_configuration_file_path",
+    type=click.Path(
+        exists=True,
+        dir_okay=False,
+        path_type=Path,
+    ),
+    help=(
+        "The path to a JSON file with the model's State-Based Model Target "
+        "configuration."
+    ),
+)
+@click.option(
+    "--models-file",
+    "models_file_path",
+    type=click.Path(
+        exists=True,
+        dir_okay=False,
+        path_type=Path,
+    ),
+    help=(
+        "The path to a JSON file which describes the models to generate the "
+        "dataset from, in the form which the Model Target Web API takes. The "
+        "file holds either an array of models or an object with a "
+        '"models" array. This is the only way to give multiple models, or '
+        "to give guide views, and it cannot be used with the other model "
+        "options."
+    ),
+)
+@client_id_option
+@client_secret_option
+@base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
+@_handle_model_target_exceptions()
+@beartype
+def create_model_target_dataset(
+    *,
+    client_id: str,
+    client_secret: str,
+    name: str,
+    target_sdk: str,
+    dataset_type: ModelTargetDatasetType,
+    model_name: str | None,
+    cad_data_url: str | None,
+    cad_data_file_path: Path | None,
+    automatic_coloring: AutomaticColoring | None,
+    cad_data_format: CadDataFormat | None,
+    motion_hint: MotionHint | None,
+    optimize_tracking_for: OptimizeTrackingFor | None,
+    realistic_appearance: RealisticAppearance | None,
+    simplify: Simplify | None,
+    tracking_mode: TrackingMode | None,
+    state_based_configuration_file_path: Path | None,
+    models_file_path: Path | None,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> None:
+    """Create a Model Target dataset.
+
+    Vuforia generates the dataset in the background, so the dataset is not
+    available to download immediately. The UUID of the new dataset is shown.
+
+    \b
+    See
+    https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+    """
+    model_option_values: dict[str, object] = {
+        "--automatic-coloring": automatic_coloring,
+        "--cad-data-file": cad_data_file_path,
+        "--cad-data-format": cad_data_format,
+        "--cad-data-url": cad_data_url,
+        "--model-name": model_name,
+        "--motion-hint": motion_hint,
+        "--optimize-tracking-for": optimize_tracking_for,
+        "--realistic-appearance": realistic_appearance,
+        "--simplify": simplify,
+        "--state-based-configuration-file": (
+            state_based_configuration_file_path
+        ),
+        "--tracking-mode": tracking_mode,
+    }
+
+    if models_file_path is not None:
+        given_model_options = sorted(
+            option_name
+            for option_name, value in model_option_values.items()
+            if value is not None
+        )
+        if given_model_options:
+            message = (
+                "--models-file cannot be used with "
+                f"{', '.join(given_model_options)}."
+            )
+            raise click.UsageError(message=message)
+        models = _models_from_file(models_file_path=models_file_path)
+    else:
+        if model_name is None:
+            message = "--model-name is required when --models-file is not."
+            raise click.UsageError(message=message)
+
+        if (cad_data_url is None) == (cad_data_file_path is None):
+            message = (
+                "Exactly one of --cad-data-url and --cad-data-file is "
+                "required."
+            )
+            raise click.UsageError(message=message)
+
+        cad_data_blob: str | None = None
+        if cad_data_file_path is not None:
+            cad_data_blob = base64.b64encode(
+                s=cad_data_file_path.read_bytes(),
+            ).decode(encoding="ascii")
+
+        state_based_configuration_json_string: str | None = None
+        if state_based_configuration_file_path is not None:
+            state_based_configuration_json_string = (
+                state_based_configuration_file_path.read_text()
+            )
+
+        models = [
+            ModelTargetModel(
+                name=model_name,
+                cad_data_url=cad_data_url,
+                cad_data_blob=cad_data_blob,
+                automatic_coloring=automatic_coloring,
+                cad_data_format=cad_data_format,
+                motion_hint=motion_hint,
+                optimize_tracking_for=optimize_tracking_for,
+                realistic_appearance=realistic_appearance,
+                simplify=simplify,
+                tracking_mode=tracking_mode,
+                state_based_configuration_json_string=(
+                    state_based_configuration_json_string
+                ),
+            ),
+        ]
+
+    model_target_client = _model_target_client(
+        client_id=client_id,
+        client_secret=client_secret,
+        base_vws_url=base_vws_url,
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
+    )
+
+    dataset_uuid = model_target_client.create_dataset(
+        name=name,
+        target_sdk=target_sdk,
+        models=models,
+        dataset_type=dataset_type,
+    )
+
+    click.echo(message=dataset_uuid)
+
+
+@click.command(name="get-model-target-dataset-status")
+@dataset_uuid_option
+@dataset_type_option
+@client_id_option
+@client_secret_option
+@base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
+@_handle_model_target_exceptions()
+@beartype
+def get_model_target_dataset_status(
+    *,
+    client_id: str,
+    client_secret: str,
+    dataset_uuid: str,
+    dataset_type: ModelTargetDatasetType,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> None:
+    """Get the status of a Model Target dataset.
+
+    \b
+    See
+    https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+    """
+    model_target_client = _model_target_client(
+        client_id=client_id,
+        client_secret=client_secret,
+        base_vws_url=base_vws_url,
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
+    )
+
+    report = model_target_client.get_dataset_status(
+        dataset_uuid=dataset_uuid,
+        dataset_type=dataset_type,
+    )
+
+    click.echo(message=_status_report_yaml(report=report))
+
+
+@click.command(name="wait-for-model-target-dataset-generated")
+@click.option(
+    "--seconds-between-requests",
+    type=click.FloatRange(min=0.05),
+    default=_SECONDS_BETWEEN_REQUESTS_DEFAULT,
+    help=_SECONDS_BETWEEN_REQUESTS_HELP,
+    show_default=True,
+)
+@click.option(
+    "--timeout-seconds",
+    type=click.FloatRange(min=0.05),
+    default=300,
+    help=_TIMEOUT_SECONDS_HELP,
+    show_default=True,
+)
+@dataset_uuid_option
+@dataset_type_option
+@client_id_option
+@client_secret_option
+@base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
+@_handle_model_target_exceptions()
+@beartype
+def wait_for_model_target_dataset_generated(
+    *,
+    client_id: str,
+    client_secret: str,
+    dataset_uuid: str,
+    dataset_type: ModelTargetDatasetType,
+    seconds_between_requests: float,
+    timeout_seconds: float,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> None:
+    """Wait for Vuforia to finish generating a Model Target dataset.
+
+    This is done by polling the Model Target Web API. The status of the
+    dataset is shown once Vuforia has finished with it. A dataset which
+    failed to generate is also finished, and gives a non-zero exit code.
+    """
+    model_target_client = _model_target_client(
+        client_id=client_id,
+        client_secret=client_secret,
+        base_vws_url=base_vws_url,
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
+    )
+
+    try:
+        report = model_target_client.wait_for_dataset_generated(
+            dataset_uuid=dataset_uuid,
+            dataset_type=dataset_type,
+            seconds_between_requests=seconds_between_requests,
+            timeout_seconds=timeout_seconds,
+        )
+    except ModelTargetDatasetTimeoutError:
+        click.echo(
+            message=f"Timeout of {timeout_seconds} seconds reached.",
+            err=True,
+        )
+        sys.exit(1)
+
+    click.echo(message=_status_report_yaml(report=report))
+
+    if report.status == ModelTargetDatasetStatuses.FAILED:
+        click.echo(
+            message="Error: Vuforia failed to generate the dataset.",
+            err=True,
+        )
+        sys.exit(1)
+
+
+@click.command(name="download-model-target-dataset")
+@click.option(
+    "--output",
+    "output_file_path",
+    type=click.Path(
+        dir_okay=False,
+        writable=True,
+        path_type=Path,
+    ),
+    required=True,
+    help="The path to write the generated dataset zip file to.",
+)
+@dataset_uuid_option
+@dataset_type_option
+@client_id_option
+@client_secret_option
+@base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
+@_handle_model_target_exceptions()
+@beartype
+def download_model_target_dataset(
+    *,
+    client_id: str,
+    client_secret: str,
+    dataset_uuid: str,
+    dataset_type: ModelTargetDatasetType,
+    output_file_path: Path,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> None:
+    """Download a generated Model Target dataset.
+
+    \b
+    See
+    https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+    """
+    model_target_client = _model_target_client(
+        client_id=client_id,
+        client_secret=client_secret,
+        base_vws_url=base_vws_url,
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
+    )
+
+    dataset = model_target_client.download_dataset(
+        dataset_uuid=dataset_uuid,
+        dataset_type=dataset_type,
+    )
+
+    output_file_path.write_bytes(data=dataset)
+
+
+@click.command(name="delete-model-target-dataset")
+@dataset_uuid_option
+@dataset_type_option
+@client_id_option
+@client_secret_option
+@base_vws_url_option
+@connection_timeout_seconds_option
+@read_timeout_seconds_option
+@_handle_model_target_exceptions()
+@beartype
+def delete_model_target_dataset(
+    *,
+    client_id: str,
+    client_secret: str,
+    dataset_uuid: str,
+    dataset_type: ModelTargetDatasetType,
+    base_vws_url: str,
+    connection_timeout_seconds: float,
+    read_timeout_seconds: float,
+) -> None:
+    """Delete a Model Target dataset.
+
+    \b
+    See
+    https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+    """
+    model_target_client = _model_target_client(
+        client_id=client_id,
+        client_secret=client_secret,
+        base_vws_url=base_vws_url,
+        connection_timeout_seconds=connection_timeout_seconds,
+        read_timeout_seconds=read_timeout_seconds,
+    )
+
+    model_target_client.delete_dataset(
+        dataset_uuid=dataset_uuid,
+        dataset_type=dataset_type,
+    )
diff --git a/src/vws_cli/options/model_targets.py b/src/vws_cli/options/model_targets.py
new file mode 100644
index 00000000..b04dc2ef
--- /dev/null
+++ b/src/vws_cli/options/model_targets.py
@@ -0,0 +1,81 @@
+"""``click`` options regarding Model Target datasets."""
+
+from collections.abc import Callable
+from typing import Any
+
+import click
+from beartype import beartype
+from vws.model_target_datasets import ModelTargetDatasetType
+
+
+@beartype
+def client_id_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for the Model Target Web API client ID."""
+    return click.option(
+        "--client-id",
+        type=str,
+        help=(
+            "A Vuforia OAuth2 client ID to use to access the Model Target "
+            "Web API."
+        ),
+        required=True,
+        envvar="VUFORIA_MODEL_TARGET_CLIENT_ID",
+        show_envvar=True,
+    )(command)
+
+
+@beartype
+def client_secret_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for the Model Target Web API client secret."""
+    return click.option(
+        "--client-secret",
+        type=str,
+        help=(
+            "A Vuforia OAuth2 client secret to use to access the Model "
+            "Target Web API."
+        ),
+        required=True,
+        envvar="VUFORIA_MODEL_TARGET_CLIENT_SECRET",
+        show_envvar=True,
+    )(command)
+
+
+@beartype
+def dataset_type_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for the kind of Model Target dataset."""
+    return click.option(
+        "--dataset-type",
+        type=click.Choice(
+            choices=ModelTargetDatasetType,
+            case_sensitive=False,
+        ),
+        default=ModelTargetDatasetType.STANDARD.value,
+        help=(
+            "The kind of Model Target dataset. Standard and advanced "
+            "datasets are separate resources, so a dataset created as one "
+            "type is not visible to requests for the other type."
+        ),
+        show_default=True,
+    )(command)
+
+
+@beartype
+def dataset_uuid_option(
+    command: Callable[..., Any],
+) -> Callable[..., Any]:
+    """An option decorator for the UUID of a Model Target dataset."""
+    return click.option(
+        "--dataset-uuid",
+        type=str,
+        help=(
+            "The UUID of a Model Target dataset, as given when the dataset "
+            "was created."
+        ),
+        required=True,
+    )(command)
diff --git a/tests/test_help/test_vws_command_help____.txt b/tests/test_help/test_vws_command_help____.txt
index 1a1a4c49..c757a12b 100644
--- a/tests/test_help/test_vws_command_help____.txt
+++ b/tests/test_help/test_vws_command_help____.txt
@@ -8,13 +8,20 @@ Options:
 
 Commands:
   add-target                      Add a target.
+  create-model-target-dataset     Create a Model Target dataset.
+  delete-model-target-dataset     Delete a Model Target dataset.
   delete-target                   Delete a target.
+  download-model-target-dataset   Download a generated Model...
   get-database-reco-counts-report
-                                  Get a per-target recognition counts...
+                                  Get a per-target recognition...
   get-database-summary-report     Get a database summary report.
-  get-duplicate-targets           Get a list of potential duplicate targets.
+  get-duplicate-targets           Get a list of potential...
+  get-model-target-dataset-status
+                                  Get the status of a Model Target...
   get-target-record               Get a target record.
   get-target-summary-report       Get a target summary report.
   list-targets                    List targets.
   update-target                   Update a target.
-  wait-for-target-processed       Wait for a target to be "processed".
+  wait-for-model-target-dataset-generated
+                                  Wait for Vuforia to finish...
+  wait-for-target-processed       Wait for a target to be...
diff --git a/tests/test_help/test_vws_command_help___create_model_target_dataset___.txt b/tests/test_help/test_vws_command_help___create_model_target_dataset___.txt
new file mode 100644
index 00000000..8654c49a
--- /dev/null
+++ b/tests/test_help/test_vws_command_help___create_model_target_dataset___.txt
@@ -0,0 +1,73 @@
+Usage: vws create-model-target-dataset [OPTIONS]
+
+  Create a Model Target dataset.
+
+  Vuforia generates the dataset in the background, so the dataset is not
+  available to download immediately. The UUID of the new dataset is shown.
+
+  See
+  https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+
+Options:
+  --name TEXT                     The name of the Model Target dataset.
+                                  [required]
+  --target-sdk TEXT               The Vuforia Engine version to generate the
+                                  dataset for, for example "10.29".  [required]
+  --dataset-type [standard|advanced]
+                                  The kind of Model Target dataset. Standard and
+                                  advanced datasets are separate resources, so a
+                                  dataset created as one type is not visible to
+                                  requests for the other type.  [default:
+                                  standard]
+  --model-name TEXT               The name of the model to generate the dataset
+                                  from. This is required unless --models-file is
+                                  given.
+  --cad-data-url TEXT             A URL which Vuforia downloads the model's CAD
+                                  data from.
+  --cad-data-file FILE            The path to a file with the model's CAD data.
+                                  The file is sent to Vuforia as base64 encoded
+                                  data.
+  --automatic-coloring [always|auto|never]
+                                  Whether Vuforia colors the model
+                                  automatically.
+  --cad-data-format [dae|fbx|glb|iges|obj|pvz|stl|vrml|zip]
+                                  The format of the model's CAD data.
+  --motion-hint [adaptive|dynamic|static]
+                                  How the object which the model represents
+                                  moves.
+  --optimize-tracking-for [ar_controller|default|low_feature_objects]
+                                  What Vuforia optimizes tracking of the model
+                                  for.
+  --realistic-appearance [auto|false|true]
+                                  Whether the model looks like the object it
+                                  represents. This is documented for advanced
+                                  datasets only.
+  --simplify [always|auto|never]  Whether Vuforia simplifies the model.
+  --tracking-mode [car|default|scan]
+                                  The tracking mode to generate the dataset for.
+  --state-based-configuration-file FILE
+                                  The path to a JSON file with the model's
+                                  State-Based Model Target configuration.
+  --models-file FILE              The path to a JSON file which describes the
+                                  models to generate the dataset from, in the
+                                  form which the Model Target Web API takes. The
+                                  file holds either an array of models or an
+                                  object with a "models" array. This is the only
+                                  way to give multiple models, or to give guide
+                                  views, and it cannot be used with the other
+                                  model options.
+  --client-id TEXT                A Vuforia OAuth2 client ID to use to access
+                                  the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_ID; required]
+  --client-secret TEXT            A Vuforia OAuth2 client secret to use to
+                                  access the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_SECRET; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___delete_model_target_dataset___.txt b/tests/test_help/test_vws_command_help___delete_model_target_dataset___.txt
new file mode 100644
index 00000000..a1c91d10
--- /dev/null
+++ b/tests/test_help/test_vws_command_help___delete_model_target_dataset___.txt
@@ -0,0 +1,31 @@
+Usage: vws delete-model-target-dataset [OPTIONS]
+
+  Delete a Model Target dataset.
+
+  See
+  https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+
+Options:
+  --dataset-uuid TEXT             The UUID of a Model Target dataset, as given
+                                  when the dataset was created.  [required]
+  --dataset-type [standard|advanced]
+                                  The kind of Model Target dataset. Standard and
+                                  advanced datasets are separate resources, so a
+                                  dataset created as one type is not visible to
+                                  requests for the other type.  [default:
+                                  standard]
+  --client-id TEXT                A Vuforia OAuth2 client ID to use to access
+                                  the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_ID; required]
+  --client-secret TEXT            A Vuforia OAuth2 client secret to use to
+                                  access the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_SECRET; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___download_model_target_dataset___.txt b/tests/test_help/test_vws_command_help___download_model_target_dataset___.txt
new file mode 100644
index 00000000..ec05b8db
--- /dev/null
+++ b/tests/test_help/test_vws_command_help___download_model_target_dataset___.txt
@@ -0,0 +1,33 @@
+Usage: vws download-model-target-dataset [OPTIONS]
+
+  Download a generated Model Target dataset.
+
+  See
+  https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+
+Options:
+  --output FILE                   The path to write the generated dataset zip
+                                  file to.  [required]
+  --dataset-uuid TEXT             The UUID of a Model Target dataset, as given
+                                  when the dataset was created.  [required]
+  --dataset-type [standard|advanced]
+                                  The kind of Model Target dataset. Standard and
+                                  advanced datasets are separate resources, so a
+                                  dataset created as one type is not visible to
+                                  requests for the other type.  [default:
+                                  standard]
+  --client-id TEXT                A Vuforia OAuth2 client ID to use to access
+                                  the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_ID; required]
+  --client-secret TEXT            A Vuforia OAuth2 client secret to use to
+                                  access the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_SECRET; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___get_model_target_dataset_status___.txt b/tests/test_help/test_vws_command_help___get_model_target_dataset_status___.txt
new file mode 100644
index 00000000..245d6a95
--- /dev/null
+++ b/tests/test_help/test_vws_command_help___get_model_target_dataset_status___.txt
@@ -0,0 +1,31 @@
+Usage: vws get-model-target-dataset-status [OPTIONS]
+
+  Get the status of a Model Target dataset.
+
+  See
+  https://developer.vuforia.com/library/vuforia-engine/web-api/model-target-web-api/
+
+Options:
+  --dataset-uuid TEXT             The UUID of a Model Target dataset, as given
+                                  when the dataset was created.  [required]
+  --dataset-type [standard|advanced]
+                                  The kind of Model Target dataset. Standard and
+                                  advanced datasets are separate resources, so a
+                                  dataset created as one type is not visible to
+                                  requests for the other type.  [default:
+                                  standard]
+  --client-id TEXT                A Vuforia OAuth2 client ID to use to access
+                                  the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_ID; required]
+  --client-secret TEXT            A Vuforia OAuth2 client secret to use to
+                                  access the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_SECRET; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_help/test_vws_command_help___wait_for_model_target_dataset_generated___.txt b/tests/test_help/test_vws_command_help___wait_for_model_target_dataset_generated___.txt
new file mode 100644
index 00000000..bdb85832
--- /dev/null
+++ b/tests/test_help/test_vws_command_help___wait_for_model_target_dataset_generated___.txt
@@ -0,0 +1,42 @@
+Usage: vws wait-for-model-target-dataset-generated [OPTIONS]
+
+  Wait for Vuforia to finish generating a Model Target dataset.
+
+  This is done by polling the Model Target Web API. The status of the dataset is
+  shown once Vuforia has finished with it. A dataset which failed to generate is
+  also finished, and gives a non-zero exit code.
+
+Options:
+  --seconds-between-requests FLOAT RANGE
+                                  The number of seconds to wait between requests
+                                  made while polling the dataset status. We wait
+                                  0.2 seconds by default, rather than less, than
+                                  that to decrease the number of calls made to
+                                  the API, to decrease the likelihood of hitting
+                                  the request quota.  [default: 0.2; x>=0.05]
+  --timeout-seconds FLOAT RANGE   The maximum number of seconds to wait for the
+                                  dataset to be generated.  [default: 300;
+                                  x>=0.05]
+  --dataset-uuid TEXT             The UUID of a Model Target dataset, as given
+                                  when the dataset was created.  [required]
+  --dataset-type [standard|advanced]
+                                  The kind of Model Target dataset. Standard and
+                                  advanced datasets are separate resources, so a
+                                  dataset created as one type is not visible to
+                                  requests for the other type.  [default:
+                                  standard]
+  --client-id TEXT                A Vuforia OAuth2 client ID to use to access
+                                  the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_ID; required]
+  --client-secret TEXT            A Vuforia OAuth2 client secret to use to
+                                  access the Model Target Web API.  [env var:
+                                  VUFORIA_MODEL_TARGET_CLIENT_SECRET; required]
+  --base-vws-url TEXT             The base URL for the VWS API.  [default:
+                                  https://vws.vuforia.com]
+  --connection-timeout-seconds FLOAT RANGE
+                                  The connection timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  --read-timeout-seconds FLOAT RANGE
+                                  The read timeout for HTTP requests, in
+                                  seconds.  [default: 30; x>=0.05]
+  -h, --help                      Show this message and exit.
diff --git a/tests/test_model_target.py b/tests/test_model_target.py
new file mode 100644
index 00000000..006a8803
--- /dev/null
+++ b/tests/test_model_target.py
@@ -0,0 +1,986 @@
+"""Tests for the Model Target dataset commands."""
+
+import json
+import uuid
+import zipfile
+from collections.abc import Iterator
+from pathlib import Path
+from typing import Any
+
+import pytest
+from click.testing import CliRunner
+from mock_vws import (
+    MockVWS,
+    ModelTargetGenerationFailure,
+    ModelTargetGenerationWarning,
+)
+from vws.exceptions.custom_exceptions import ServerError
+from vws.exceptions.model_target_exceptions import (
+    ModelTargetAuthenticationError,
+    ModelTargetError,
+    ModelTargetValidationError,
+)
+from vws.response import Response
+
+from vws_cli import vws_group
+from vws_cli._error_handling import get_model_target_error_message
+
+# The credentials which ``vws-python-mock`` accepts for the Model Target
+# Web API.
+_CLIENT_ID = "client-id"
+_CLIENT_SECRET = "client-secret"  # noqa: S105
+
+_CREDENTIAL_ARGS = [
+    "--client-id",
+    _CLIENT_ID,
+    "--client-secret",
+    _CLIENT_SECRET,
+]
+
+_CAD_DATA_URL = "https://example.com/model.zip"
+
+# The exit code which ``click`` uses for a usage error.
+_USAGE_ERROR_EXIT_CODE = 2
+
+
+@pytest.fixture(name="model_target_mock")
+def fixture_model_target_mock() -> Iterator[MockVWS]:
+    """Yield a mock which generates Model Target datasets immediately."""
+    with MockVWS(processing_time_seconds=0) as mock:
+        yield mock
+
+
+def _create_dataset(
+    *,
+    runner: CliRunner,
+    extra_args: list[str],
+) -> str:
+    """Create a dataset from one model, and return the dataset UUID."""
+    args = [
+        "create-model-target-dataset",
+        "--name",
+        "my-dataset",
+        "--target-sdk",
+        "10.29",
+        "--model-name",
+        "my-model",
+        "--cad-data-url",
+        _CAD_DATA_URL,
+        *_CREDENTIAL_ARGS,
+        *extra_args,
+    ]
+    result = runner.invoke(
+        cli=vws_group,
+        args=args,
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 0, result.output
+    return result.stdout.strip()
+
+
+def _response(*, status_code: int, text: str) -> Response:
+    """Return a response, as ``VWS-Python`` gives to an exception."""
+    return Response(
+        text=text,
+        url="https://vws.vuforia.com/modeltargets/datasets",
+        status_code=status_code,
+        headers={},
+        request_body=None,
+        tell_position=0,
+        content=text.encode(encoding="utf-8"),
+    )
+
+
+@pytest.mark.parametrize(
+    argnames="dataset_type", argvalues=["standard", "advanced"]
+)
+@pytest.mark.usefixtures("model_target_mock")
+def test_dataset_lifecycle(*, dataset_type: str, tmp_path: Path) -> None:
+    """A dataset can be created, polled, downloaded and deleted."""
+    runner = CliRunner()
+    type_args = ["--dataset-type", dataset_type]
+    dataset_uuid = _create_dataset(runner=runner, extra_args=type_args)
+    dataset_args = [
+        "--dataset-uuid",
+        dataset_uuid,
+        *type_args,
+        *_CREDENTIAL_ARGS,
+    ]
+
+    status_result = runner.invoke(
+        cli=vws_group,
+        args=["get-model-target-dataset-status", *dataset_args],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert status_result.exit_code == 0
+    assert f"dataset_uuid: {dataset_uuid}" in status_result.stdout
+    assert "status: done" in status_result.stdout
+
+    wait_result = runner.invoke(
+        cli=vws_group,
+        args=["wait-for-model-target-dataset-generated", *dataset_args],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert wait_result.exit_code == 0
+    assert not wait_result.stderr
+    assert "status: done" in wait_result.stdout
+
+    output_file_path = tmp_path / "dataset.zip"
+    download_result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "download-model-target-dataset",
+            "--output",
+            str(object=output_file_path),
+            *dataset_args,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert download_result.exit_code == 0
+    assert not download_result.stdout
+    assert zipfile.is_zipfile(filename=output_file_path)
+
+    delete_result = runner.invoke(
+        cli=vws_group,
+        args=["delete-model-target-dataset", *dataset_args],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert delete_result.exit_code == 0
+    assert not delete_result.stdout
+
+    deleted_status_result = runner.invoke(
+        cli=vws_group,
+        args=["get-model-target-dataset-status", *dataset_args],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert deleted_status_result.exit_code == 1
+    assert deleted_status_result.stderr == (
+        "Error: No Model Target dataset of the given type matches the given "
+        "UUID.\n"
+    )
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_dataset_types_are_separate() -> None:
+    """A standard dataset is not visible to advanced dataset requests."""
+    runner = CliRunner()
+    dataset_uuid = _create_dataset(runner=runner, extra_args=[])
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "get-model-target-dataset-status",
+            "--dataset-uuid",
+            dataset_uuid,
+            "--dataset-type",
+            "advanced",
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 1
+    assert result.stderr == (
+        "Error: No Model Target dataset of the given type matches the given "
+        "UUID.\n"
+    )
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_cad_data_file(*, tmp_path: Path) -> None:
+    """A model's CAD data can be given as a file."""
+    runner = CliRunner()
+    cad_data_file_path = tmp_path / "model.obj"
+    cad_data_file_path.write_bytes(data=b"\x00cad-data")
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--model-name",
+            "my-model",
+            "--cad-data-file",
+            str(object=cad_data_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 0
+    assert result.stdout.strip()
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_model_options(*, tmp_path: Path) -> None:
+    """The optional model settings are sent to Vuforia."""
+    runner = CliRunner()
+    state_based_configuration_file_path = tmp_path / "states.json"
+    state_based_configuration_file_path.write_text(
+        data=json.dumps(obj={"states": {"open": {}}}),
+    )
+    dataset_uuid = _create_dataset(
+        runner=runner,
+        extra_args=[
+            "--dataset-type",
+            "advanced",
+            "--automatic-coloring",
+            "always",
+            "--cad-data-format",
+            "OBJ",
+            "--motion-hint",
+            "static",
+            "--optimize-tracking-for",
+            "default",
+            "--realistic-appearance",
+            "auto",
+            "--simplify",
+            "never",
+            "--tracking-mode",
+            "car",
+            "--state-based-configuration-file",
+            str(object=state_based_configuration_file_path),
+        ],
+    )
+    assert dataset_uuid
+
+
+def _models_file(*, tmp_path: Path, models_json: object) -> Path:
+    """Write a models file, and return its path."""
+    models_file_path = tmp_path / "models.json"
+    models_file_path.write_text(data=json.dumps(obj=models_json))
+    return models_file_path
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_models_file(*, tmp_path: Path) -> None:
+    """Multiple models, with guide views, can be given in a file."""
+    runner = CliRunner()
+    models_file_path = _models_file(
+        tmp_path=tmp_path,
+        models_json=[
+            {
+                "name": "first-model",
+                "cadDataUrl": _CAD_DATA_URL,
+                "automaticColoring": "auto",
+                "cadDataFormat": "OBJ",
+                "motionHint": "static",
+                "optimizeTrackingFor": "default",
+                "realisticAppearance": "true",
+                "simplify": "auto",
+                "trackingMode": "default",
+                "stateBasedConfigurationJsonString": (
+                    '{"states": {"open": {}}}'
+                ),
+                "views": [
+                    {
+                        "name": "front",
+                        "guideViewPosition": {
+                            "rotation": [0, 0, 0, 1],
+                            "translation": [0.0, 0.0, -1.5],
+                        },
+                        "states": ["open"],
+                    },
+                ],
+            },
+            {
+                "name": "second-model",
+                "cadDataBlob": "Y2FkLWRhdGE=",
+            },
+        ],
+    )
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--dataset-type",
+            "advanced",
+            "--models-file",
+            str(object=models_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 0
+    assert result.stdout.strip()
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_models_file_with_models_key(*, tmp_path: Path) -> None:
+    """A models file may hold an object with a ``models`` array."""
+    runner = CliRunner()
+    models_file_path = _models_file(
+        tmp_path=tmp_path,
+        models_json={
+            "models": [{"name": "my-model", "cadDataUrl": _CAD_DATA_URL}],
+        },
+    )
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--models-file",
+            str(object=models_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 0
+    assert result.stdout.strip()
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_models_file_with_model_options(*, tmp_path: Path) -> None:
+    """``--models-file`` cannot be used with the single-model options."""
+    runner = CliRunner()
+    models_file_path = _models_file(
+        tmp_path=tmp_path,
+        models_json=[{"name": "my-model", "cadDataUrl": _CAD_DATA_URL}],
+    )
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--model-name",
+            "my-model",
+            "--simplify",
+            "never",
+            "--models-file",
+            str(object=models_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    assert (
+        "Error: --models-file cannot be used with --model-name, --simplify."
+        in result.stderr
+    )
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_model_name_required() -> None:
+    """A model name is required when no models file is given."""
+    runner = CliRunner()
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--cad-data-url",
+            _CAD_DATA_URL,
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    assert (
+        "Error: --model-name is required when --models-file is not."
+        in result.stderr
+    )
+
+
+@pytest.mark.parametrize(
+    argnames="cad_data_args",
+    argvalues=[
+        pytest.param([], id="neither"),
+        pytest.param(
+            ["--cad-data-url", _CAD_DATA_URL, "--cad-data-file", __file__],
+            id="both",
+        ),
+    ],
+)
+@pytest.mark.usefixtures("model_target_mock")
+def test_one_cad_data_source_required(*, cad_data_args: list[str]) -> None:
+    """Exactly one CAD data source is required for a single model."""
+    runner = CliRunner()
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--model-name",
+            "my-model",
+            *cad_data_args,
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    assert (
+        "Error: Exactly one of --cad-data-url and --cad-data-file is required."
+        in result.stderr
+    )
+
+
+_VALID_POSITION: dict[str, Any] = {
+    "rotation": [0, 0, 0, 1],
+    "translation": [0, 0, -1],
+}
+
+_VALID_VIEW: dict[str, Any] = {
+    "name": "front",
+    "guideViewPosition": _VALID_POSITION,
+}
+
+_EMPTY_OBJECT: dict[str, Any] = {}
+
+_EMPTY_ARRAY: list[Any] = []
+
+
+@pytest.mark.parametrize(
+    argnames=("models_json", "expected_message"),
+    argvalues=[
+        pytest.param(
+            {"models": "my-model"},
+            "/models must be an array.",
+            id="models-not-an-array",
+        ),
+        pytest.param(
+            ["my-model"],
+            "/models(0) must be an object.",
+            id="model-not-an-object",
+        ),
+        pytest.param(
+            [{"cadDataUrl": _CAD_DATA_URL}],
+            "/models(0)/name is required.",
+            id="model-without-name",
+        ),
+        pytest.param(
+            [{"name": "my-model", "cadData": _CAD_DATA_URL}],
+            "/models(0) has unknown fields: cadData.",
+            id="unknown-model-field",
+        ),
+        pytest.param(
+            [{"name": 1}],
+            "/models(0)/name must be a string.",
+            id="model-name-not-a-string",
+        ),
+        pytest.param(
+            [{"name": "my-model", "simplify": "sometimes"}],
+            "/models(0)/simplify must be one of: always, auto, never.",
+            id="invalid-enum-value",
+        ),
+        pytest.param(
+            [{"name": "my-model", "views": _EMPTY_OBJECT}],
+            "/models(0)/views must be an array.",
+            id="views-not-an-array",
+        ),
+        pytest.param(
+            [{"name": "my-model", "views": ["front"]}],
+            "/models(0)/views(0) must be an object.",
+            id="view-not-an-object",
+        ),
+        pytest.param(
+            [{"name": "my-model", "views": [{**_VALID_VIEW, "extra": 1}]}],
+            "/models(0)/views(0) has unknown fields: extra.",
+            id="unknown-view-field",
+        ),
+        pytest.param(
+            [{"name": "my-model", "views": [{"name": "front"}]}],
+            "/models(0)/views(0)/guideViewPosition is required.",
+            id="view-without-position",
+        ),
+        pytest.param(
+            [
+                {
+                    "name": "my-model",
+                    "views": [
+                        {**_VALID_VIEW, "guideViewPosition": _EMPTY_ARRAY},
+                    ],
+                },
+            ],
+            "/models(0)/views(0)/guideViewPosition must be an object.",
+            id="position-not-an-object",
+        ),
+        pytest.param(
+            [
+                {
+                    "name": "my-model",
+                    "views": [
+                        {
+                            **_VALID_VIEW,
+                            "guideViewPosition": {
+                                "rotation": [0, 0, 0, 1],
+                            },
+                        },
+                    ],
+                },
+            ],
+            "/models(0)/views(0)/guideViewPosition/translation is required.",
+            id="position-without-translation",
+        ),
+        pytest.param(
+            [
+                {
+                    "name": "my-model",
+                    "views": [
+                        {
+                            **_VALID_VIEW,
+                            "guideViewPosition": {
+                                "rotation": [0, 0, 0, 1],
+                                "translation": [0, 0, -1],
+                                "scale": 1,
+                            },
+                        },
+                    ],
+                },
+            ],
+            "/models(0)/views(0)/guideViewPosition has unknown fields: scale.",
+            id="unknown-position-field",
+        ),
+        pytest.param(
+            [
+                {
+                    "name": "my-model",
+                    "views": [
+                        {
+                            **_VALID_VIEW,
+                            "guideViewPosition": {
+                                "rotation": "0 0 0 1",
+                                "translation": [0, 0, -1],
+                            },
+                        },
+                    ],
+                },
+            ],
+            (
+                "/models(0)/views(0)/guideViewPosition/rotation must be an "
+                "array of numbers."
+            ),
+            id="rotation-not-an-array",
+        ),
+        pytest.param(
+            [
+                {
+                    "name": "my-model",
+                    "views": [
+                        {
+                            **_VALID_VIEW,
+                            "guideViewPosition": {
+                                "rotation": [0, 0, 0, True],
+                                "translation": [0, 0, -1],
+                            },
+                        },
+                    ],
+                },
+            ],
+            (
+                "/models(0)/views(0)/guideViewPosition/rotation must be an "
+                "array of numbers."
+            ),
+            id="rotation-with-a-boolean",
+        ),
+        pytest.param(
+            [
+                {
+                    "name": "my-model",
+                    "views": [{**_VALID_VIEW, "states": _EMPTY_OBJECT}],
+                },
+            ],
+            "/models(0)/views(0)/states must be an array of strings.",
+            id="states-not-an-array",
+        ),
+        pytest.param(
+            [{"name": "my-model", "views": [{**_VALID_VIEW, "states": [1]}]}],
+            "/models(0)/views(0)/states(0) must be a string.",
+            id="state-not-a-string",
+        ),
+    ],
+)
+@pytest.mark.usefixtures("model_target_mock")
+def test_invalid_models_file(
+    *,
+    models_json: object,
+    expected_message: str,
+    tmp_path: Path,
+) -> None:
+    """An error is shown for a models file which cannot be used."""
+    runner = CliRunner()
+    models_file_path = _models_file(
+        tmp_path=tmp_path,
+        models_json=models_json,
+    )
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--models-file",
+            str(object=models_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    expected_error = (
+        f"Error: Invalid value for '--models-file': {expected_message}"
+    )
+    assert expected_error in result.stderr
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_models_file_without_models_key(*, tmp_path: Path) -> None:
+    """An object models file must have a ``models`` array."""
+    runner = CliRunner()
+    models_file_path = _models_file(
+        tmp_path=tmp_path,
+        models_json={"name": "my-dataset"},
+    )
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--models-file",
+            str(object=models_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    assert (
+        "Error: Invalid value for '--models-file': /models is required."
+        in result.stderr
+    )
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_models_file_is_not_json(*, tmp_path: Path) -> None:
+    """An error is shown for a models file which is not JSON."""
+    runner = CliRunner()
+    models_file_path = tmp_path / "models.json"
+    models_file_path.write_text(data="not-json")
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--models-file",
+            str(object=models_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == _USAGE_ERROR_EXIT_CODE
+    expected_error = (
+        f"Error: Invalid value for '--models-file': {models_file_path} is "
+        "not valid JSON."
+    )
+    assert expected_error in result.stderr
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_vuforia_validation_error(*, tmp_path: Path) -> None:
+    """The reasons which Vuforia gives for rejecting a request are
+    shown.
+    """
+    runner = CliRunner()
+    models_file_path = _models_file(
+        tmp_path=tmp_path,
+        models_json=[
+            {"name": "first-model", "cadDataUrl": _CAD_DATA_URL},
+            {"name": "second-model", "cadDataUrl": _CAD_DATA_URL},
+        ],
+    )
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--models-file",
+            str(object=models_file_path),
+            *_CREDENTIAL_ARGS,
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 1
+    assert result.stderr == (
+        "Error: Vuforia rejected the request.\n"
+        "VALIDATION_ERROR: exactly one model should be provided\n"
+    )
+
+
+@pytest.mark.usefixtures("model_target_mock")
+def test_authentication_failure() -> None:
+    """An error is shown when the given credentials are not accepted."""
+    runner = CliRunner()
+    result = runner.invoke(
+        cli=vws_group,
+        args=[
+            "create-model-target-dataset",
+            "--name",
+            "my-dataset",
+            "--target-sdk",
+            "10.29",
+            "--model-name",
+            "my-model",
+            "--cad-data-url",
+            _CAD_DATA_URL,
+            "--client-id",
+            _CLIENT_ID,
+            "--client-secret",
+            "wrong-client-secret",
+        ],
+        catch_exceptions=False,
+        color=True,
+    )
+    assert result.exit_code == 1
+    assert result.stderr == (
+        "Error: The given client ID and client secret are not a set of Model "
+        "Target Web API credentials.\n"
+    )
+
+
+def test_status_while_processing() -> None:
+    """The status of a dataset which is being generated is shown."""
+    runner = CliRunner()
+    with MockVWS(processing_time_seconds=9999):
+        dataset_uuid = _create_dataset(runner=runner, extra_args=[])
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                "get-model-target-dataset-status",
+                "--dataset-uuid",
+                dataset_uuid,
+                *_CREDENTIAL_ARGS,
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 0
+    assert "status: processing" in result.stdout
+    assert "completed_at: null" in result.stdout
+
+
+def test_download_before_generated(*, tmp_path: Path) -> None:
+    """An error is shown when a dataset is not ready to download."""
+    runner = CliRunner()
+    output_file_path = tmp_path / "dataset.zip"
+    with MockVWS(processing_time_seconds=9999):
+        dataset_uuid = _create_dataset(runner=runner, extra_args=[])
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                "download-model-target-dataset",
+                "--dataset-uuid",
+                dataset_uuid,
+                "--output",
+                str(object=output_file_path),
+                *_CREDENTIAL_ARGS,
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 1
+    assert result.stderr == (
+        "Error: Vuforia has not finished generating the dataset, so the "
+        "dataset cannot be downloaded.\n"
+    )
+    assert not output_file_path.exists()
+
+
+def test_wait_timeout() -> None:
+    """An error is shown when waiting for a dataset times out."""
+    runner = CliRunner()
+    with MockVWS(processing_time_seconds=9999):
+        dataset_uuid = _create_dataset(runner=runner, extra_args=[])
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                "wait-for-model-target-dataset-generated",
+                "--dataset-uuid",
+                dataset_uuid,
+                "--seconds-between-requests",
+                "0.05",
+                "--timeout-seconds",
+                "0.05",
+                *_CREDENTIAL_ARGS,
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 1
+    assert result.stderr == "Timeout of 0.05 seconds reached.\n"
+
+
+def test_wait_for_failed_dataset() -> None:
+    """A dataset which failed to generate gives a non-zero exit code."""
+    runner = CliRunner()
+    failure = ModelTargetGenerationFailure(message="Generation failed")
+    with MockVWS(
+        processing_time_seconds=0,
+        model_target_generation_failure=failure,
+    ):
+        dataset_uuid = _create_dataset(runner=runner, extra_args=[])
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                "wait-for-model-target-dataset-generated",
+                "--dataset-uuid",
+                dataset_uuid,
+                *_CREDENTIAL_ARGS,
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 1
+    assert "status: failed" in result.stdout
+    assert "message: Generation failed" in result.stdout
+    assert result.stderr == "Error: Vuforia failed to generate the dataset.\n"
+
+
+def test_wait_for_dataset_with_warning() -> None:
+    """A warning about a generated dataset is shown."""
+    runner = CliRunner()
+    warning = ModelTargetGenerationWarning()
+    with MockVWS(
+        processing_time_seconds=0,
+        model_target_generation_warning=warning,
+    ):
+        dataset_uuid = _create_dataset(runner=runner, extra_args=[])
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                "wait-for-model-target-dataset-generated",
+                "--dataset-uuid",
+                dataset_uuid,
+                *_CREDENTIAL_ARGS,
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 0
+    assert not result.stderr
+    assert "status: done" in result.stdout
+    assert f"message: {warning.message}" in result.stdout
+
+
+def test_authentication_error_message() -> None:
+    """A rejected authenticated request gives a useful message."""
+    exc = ModelTargetAuthenticationError(
+        response=_response(status_code=401, text="Unauthorized"),
+    )
+    assert (
+        get_model_target_error_message(exc=exc)
+        == "Error: The request to Vuforia was not authenticated."
+    )
+
+
+def test_validation_error_message_without_details() -> None:
+    """A validation error without details gives the Vuforia message."""
+    body = json.dumps(
+        obj={"error": {"code": "VALIDATION_ERROR", "message": "Bad request"}},
+    )
+    exc = ModelTargetValidationError(
+        response=_response(status_code=400, text=body),
+    )
+    assert get_model_target_error_message(exc=exc) == (
+        "Error: Vuforia rejected the request.\nBad request"
+    )
+
+
+@pytest.mark.parametrize(
+    argnames=("text", "expected_message"),
+    argvalues=[
+        pytest.param(
+            json.dumps(obj={"error": {"code": "X", "message": "Bad request"}}),
+            "Error: Bad request",
+            id="with-message",
+        ),
+        pytest.param(
+            "Bad Request",
+            "Error: Vuforia returned an error.",
+            id="without-message",
+        ),
+    ],
+)
+def test_other_error_message(*, text: str, expected_message: str) -> None:
+    """Another error from Vuforia gives a useful message."""
+    exc = ModelTargetError(response=_response(status_code=403, text=text))
+    assert get_model_target_error_message(exc=exc) == expected_message
+
+
+def test_server_error_message() -> None:
+    """An error from the Vuforia servers gives a useful message."""
+    exc = ServerError(
+        response=_response(status_code=500, text="Internal Server Error"),
+    )
+    assert get_model_target_error_message(exc=exc) == (
+        "Error: There was an unknown error from Vuforia. This may be because "
+        "there is a problem with the given name."
+    )
+
+
+def test_unknown_dataset_uuid() -> None:
+    """An error is shown for a UUID which does not match a dataset."""
+    runner = CliRunner()
+    with MockVWS():
+        result = runner.invoke(
+            cli=vws_group,
+            args=[
+                "delete-model-target-dataset",
+                "--dataset-uuid",
+                uuid.uuid4().hex,
+                *_CREDENTIAL_ARGS,
+            ],
+            catch_exceptions=False,
+            color=True,
+        )
+
+    assert result.exit_code == 1
+    assert result.stderr == (
+        "Error: No Model Target dataset of the given type matches the given "
+        "UUID.\n"
+    )

From fb274b6a6f7954cf82aeae35db3ea69af2a0d21b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 14 Aug 2026 22:23:19 +0000
Subject: [PATCH 790/792] Bump ty from 0.0.69 to 0.0.70

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.69 to 0.0.70.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.69...0.0.70)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.70
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d31770c6..577a36d7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.69",
+    "ty==0.0.70",
     "types-pyyaml==6.0.12.20260724",
     "vale==3.13.0.0",
     "vulture==2.16",

From 304f9351376f3b06192dd587853cfcdc5b177bff Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 14 Aug 2026 22:24:00 +0000
Subject: [PATCH 791/792] Bump ty from 0.0.69 to 0.0.70

Bumps [ty](https://github.com/astral-sh/ty) from 0.0.69 to 0.0.70.
- [Release notes](https://github.com/astral-sh/ty/releases)
- [Changelog](https://github.com/astral-sh/ty/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ty/compare/0.0.69...0.0.70)

---
updated-dependencies:
- dependency-name: ty
  dependency-version: 0.0.70
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml |  2 +-
 uv.lock        | 44 ++++++++++++++++++++++----------------------
 2 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d31770c6..577a36d7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,7 +85,7 @@ optional-dependencies.dev = [
     "torch>=2.5.1",
     "torchvision>=0.20.1",
     "towncrier==25.8.0",
-    "ty==0.0.69",
+    "ty==0.0.70",
     "types-pyyaml==6.0.12.20260724",
     "vale==3.13.0.0",
     "vulture==2.16",
diff --git a/uv.lock b/uv.lock
index e035fee3..5880be18 100644
--- a/uv.lock
+++ b/uv.lock
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From 625623c2ce75658f4c351dc135fa98e6782bed9d Mon Sep 17 00:00:00 2001
From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com>
Date: Fri, 14 Aug 2026 22:24:17 +0000
Subject: [PATCH 792/792] [autofix.ci] apply automated fixes

---
 uv.lock | 84 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 42 insertions(+), 42 deletions(-)

diff --git a/uv.lock b/uv.lock
index e035fee3..0b8382c5 100644
--- a/uv.lock
+++ b/uv.lock
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-    { name = "networkx" },
-    { name = "setuptools" },
-    { name = "sympy" },
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+    { name = "jinja2", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "networkx", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "setuptools", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
+    { name = "sympy", marker = "python_full_version >= '3.15' or sys_platform != 'darwin'" },
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-    { name = "pillow" },
-    { name = "torch", version = "2.13.0", source = { registry = "https://download.pytorch.org/whl/cpu" } },
+    { name = "numpy", marker = "python_full_version < '3.15' and sys_platform == 'darwin'" },
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