From fa7b3b77469cbaf0079ae389644c7ce240463b38 Mon Sep 17 00:00:00 2001 From: Benedikt Reinartz Date: Sat, 23 May 2026 22:34:24 +0200 Subject: [PATCH 01/14] Back to dev --- CHANGELOG.md | 8 ++++++++ version.txt | 2 +- 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 546413849..43e8c4f8a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,14 @@ project adheres to [Semantic Versioning][]. This document follows the conventions laid out in [Keep a CHANGELOG][]. +## Unreleased + +### Added + +### Changed + +### Fixed + ## 3.1.0 - 2026-05-23 ### Added diff --git a/version.txt b/version.txt index fd2a01863..df4a76732 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -3.1.0 +3.2.0-dev From 10c5531ff22a7dc45443aaba49db90e8faede435 Mon Sep 17 00:00:00 2001 From: Benedikt Reinartz Date: Wed, 1 Jul 2026 08:44:19 +0200 Subject: [PATCH 02/14] Migrate to slnx (#2733) --- MANIFEST.in | 2 +- pythonnet.sln | 194 ------------------------------------------------- pythonnet.slnx | 49 +++++++++++++ 3 files changed, 50 insertions(+), 195 deletions(-) delete mode 100644 pythonnet.sln create mode 100644 pythonnet.slnx diff --git a/MANIFEST.in b/MANIFEST.in index 1d4889e25..3a6c29860 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -4,5 +4,5 @@ prune src/runtime/bin graft src/compat include src/pythonnet.snk include Directory.Build.* -include pythonnet.sln +include pythonnet.slnx include version.txt diff --git a/pythonnet.sln b/pythonnet.sln deleted file mode 100644 index 9dfeb44b1..000000000 --- a/pythonnet.sln +++ /dev/null @@ -1,194 +0,0 @@ -Microsoft Visual Studio Solution File, Format Version 12.00 -# Visual Studio Version 17 -VisualStudioVersion = 17.0.31912.275 -MinimumVisualStudioVersion = 15.0.26124.0 -Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Python.Runtime", "src\runtime\Python.Runtime.csproj", "{4E8C8FE2-0FB8-4517-B2D9-5FB2D5FC849B}" -EndProject -Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Python.EmbeddingTest", "src\embed_tests\Python.EmbeddingTest.csproj", "{819E089B-4770-400E-93C6-4F7A35F0EA12}" -EndProject -Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Python.Test", "src\testing\Python.Test.csproj", "{14EF9518-5BB7-4F83-8686-015BD2CC788E}" -EndProject -Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Python.DomainReloadTests", "tests\domain_tests\Python.DomainReloadTests.csproj", "{F2FB6DA3-318E-4F30-9A1F-932C667E38C5}" -EndProject -Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Repo", "Repo", "{441A0123-F4C6-4EE4-9AEE-315FD79BE2D5}" - 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[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] * 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] * Bump actions/setup-dotnet from 5 to 6 Bumps [actions/setup-dotnet](https://github.com/actions/setup-dotnet) from 5 to 6. - [Release notes](https://github.com/actions/setup-dotnet/releases) - [Commits](https://github.com/actions/setup-dotnet/compare/v5...v6) --- updated-dependencies: - dependency-name: actions/setup-dotnet dependency-version: '6' dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] * Update lock --------- Signed-off-by: dependabot[bot] --- .github/workflows/docs.yml | 2 +- .github/workflows/main.yml | 2 +- .github/workflows/nuget-preview.yml | 6 +- uv.lock | 744 ++++++++++++++++------------ 4 files changed, 419 insertions(+), 335 deletions(-) diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 60c94dbeb..521a6cfdc 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -6,7 +6,7 @@ jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v6 + - uses: actions/checkout@v7 - name: Set up Python uses: astral-sh/setup-uv@v7 with: diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 7b1bee82c..748c6b273 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -71,7 +71,7 @@ jobs: NUGET_PACKAGES: ${{ github.workspace }}/.nuget/packages steps: - name: Checkout code - uses: actions/checkout@v6 + uses: actions/checkout@v7 # Use main until support 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Reinartz Date: Sun, 16 Aug 2026 13:27:20 +0200 Subject: [PATCH 04/14] Python 3.15 (#2729) * Initial Python 3.15 support * Drop 3.10 support and add to CI * Adjust version ranges --- .github/workflows/main.yml | 14 +----------- pyproject.toml | 6 ++--- .../{TypeOffset310.cs => TypeOffset315.cs} | 22 +++++++++++++++---- src/runtime/PythonEngine.cs | 4 ++-- src/runtime/Runtime.Delegates.cs | 2 -- src/runtime/Runtime.cs | 2 -- uv.lock | 2 +- 7 files changed, 25 insertions(+), 27 deletions(-) rename src/runtime/Native/{TypeOffset310.cs => TypeOffset315.cs} (87%) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 748c6b273..abb7b00fc 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -46,21 +46,9 @@ jobs: instance: macos-15 suffix: -macos-aarch64-none - python: ["3.10", "3.11", "3.12", "3.13", "3.14"] + python: ["3.11", "3.12", "3.13", "3.14", "3.15"] exclude: - # Fails with initfs_encoding error - - os: - category: windows - platform: x86 - python: "3.10" - - # Fails to find pytest - - os: - category: windows - platform: x64 - python: '3.10' - # fails to call mono methods - os: category: windows diff --git a/pyproject.toml b/pyproject.toml index 0966038cd..db1fb1eb6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -13,7 +13,7 @@ dependencies = [ "clr_loader>=0.3.1,<0.4.0" ] -requires-python = ">=3.10, <3.15" +requires-python = ">=3.11, <3.16" classifiers = [ "Development Status :: 5 - Production/Stable", @@ -25,6 +25,7 @@ classifiers = [ "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", + "Programming Language :: Python :: 3.15", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX :: Linux", "Operating System :: MacOS :: MacOS X", @@ -36,8 +37,7 @@ dynamic = ["version"] dev = [ "pytest >= 6", "find_libpython >= 0.3", - "numpy >=2 ; python_version >= '3.10'", - "numpy <2 ; python_version < '3.10'", + "numpy >=2", ] doc = [ "sphinx", diff --git a/src/runtime/Native/TypeOffset310.cs b/src/runtime/Native/TypeOffset315.cs similarity index 87% rename from src/runtime/Native/TypeOffset310.cs rename to src/runtime/Native/TypeOffset315.cs index fc0ca1e8c..69b983c9d 100644 --- a/src/runtime/Native/TypeOffset310.cs +++ b/src/runtime/Native/TypeOffset315.cs @@ -2,7 +2,7 @@ // Auto-generated by geninterop.py. // DO NOT MODIFY BY HAND. -// Python 3.10: ABI flags: '' +// Python 3.15: ABI flags: '' // ReSharper disable InconsistentNaming // ReSharper disable IdentifierTypo @@ -20,11 +20,11 @@ namespace Python.Runtime Scope = "type")] [StructLayout(LayoutKind.Sequential)] - internal class TypeOffset310 : GeneratedTypeOffsets, ITypeOffsets + internal class TypeOffset315 : GeneratedTypeOffsets, ITypeOffsets { - public TypeOffset310() { } + public TypeOffset315() { } // Auto-generated from PyHeapTypeObject in Python.h - public int ob_refcnt { get; private set; } + public int ob_refcnt_full { get; private set; } public int ob_type { get; private set; } public int ob_size { get; private set; } public int tp_name { get; private set; } @@ -75,6 +75,15 @@ public TypeOffset310() { } public int tp_version_tag { get; private set; } public int tp_finalize { get; private set; } public int tp_vectorcall { get; private set; } + // This is an error in our generator: + // + // The fields below are actually not pointers (like we incorrectly + // assume for all other fields) but instead a char (1 byte) and a short + // (2 bytes). By dropping one of the fields, we still get the correct + // overall size of the struct. + public int tp_watched { get; private set; } + // public int tp_versions_used { get; private set; } + public int tp_iteritem { get; private set; } public int am_await { get; private set; } public int am_aiter { get; private set; } public int am_anext { get; private set; } @@ -135,6 +144,11 @@ public TypeOffset310() { } public int qualname { get; private set; } public int ht_cached_keys { get; private set; } public int ht_module { get; private set; } + public int _ht_tpname { get; private set; } + public int ht_token { get; private set; } + public int spec_cache_getitem { get; private set; } + public int getitem_version { get; private set; } + public int init { get; private set; } } } diff --git a/src/runtime/PythonEngine.cs b/src/runtime/PythonEngine.cs index 264835fff..12413d7cb 100644 --- a/src/runtime/PythonEngine.cs +++ b/src/runtime/PythonEngine.cs @@ -134,8 +134,8 @@ public static string PythonPath } } - public static Version MinSupportedVersion => new(3, 7); - public static Version MaxSupportedVersion => new(3, 14, int.MaxValue, int.MaxValue); + public static Version MinSupportedVersion => new(3, 10); + public static Version MaxSupportedVersion => new(3, 15, int.MaxValue, int.MaxValue); public static bool IsSupportedVersion(Version version) => version >= MinSupportedVersion && version <= MaxSupportedVersion; public static string Version diff --git a/src/runtime/Runtime.Delegates.cs b/src/runtime/Runtime.Delegates.cs index dc4a4b0a9..190d3d6de 100644 --- a/src/runtime/Runtime.Delegates.cs +++ b/src/runtime/Runtime.Delegates.cs @@ -245,7 +245,6 @@ static Delegates() catch (MissingMethodException) { } PyObject_GC_Track = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(PyObject_GC_Track), GetUnmanagedDll(_PythonDll)); PyObject_GC_UnTrack = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(PyObject_GC_UnTrack), GetUnmanagedDll(_PythonDll)); - _PyObject_Dump = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(_PyObject_Dump), GetUnmanagedDll(_PythonDll)); PyMem_Malloc = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(PyMem_Malloc), GetUnmanagedDll(_PythonDll)); PyMem_Realloc = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(PyMem_Realloc), GetUnmanagedDll(_PythonDll)); PyMem_Free = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(PyMem_Free), GetUnmanagedDll(_PythonDll)); @@ -513,7 +512,6 @@ static Delegates() internal static delegate* unmanaged[Cdecl] PyObject_GC_IsTracked { get; } internal static delegate* unmanaged[Cdecl] PyObject_GC_Track { get; } internal static delegate* unmanaged[Cdecl] PyObject_GC_UnTrack { get; } - internal static delegate* unmanaged[Cdecl] _PyObject_Dump { get; } internal static delegate* unmanaged[Cdecl] PyMem_Malloc { get; } internal static delegate* unmanaged[Cdecl] PyMem_Realloc { get; } internal static delegate* unmanaged[Cdecl] PyMem_Free { get; } diff --git a/src/runtime/Runtime.cs b/src/runtime/Runtime.cs index 399608733..8e8c02255 100644 --- a/src/runtime/Runtime.cs +++ b/src/runtime/Runtime.cs @@ -1653,8 +1653,6 @@ internal static bool PyObject_GC_IsTracked(BorrowedReference ob) internal static void PyObject_GC_UnTrack(BorrowedReference ob) => Delegates.PyObject_GC_UnTrack(ob); - internal static void _PyObject_Dump(BorrowedReference ob) => Delegates._PyObject_Dump(ob); - //==================================================================== // Python memory API //==================================================================== diff --git a/uv.lock b/uv.lock index 25e70d8b4..c615f27d3 100644 --- a/uv.lock +++ b/uv.lock @@ -1,6 +1,6 @@ version = 1 revision = 3 -requires-python = ">=3.10, <3.15" +requires-python = ">=3.10, <3.16" resolution-markers = [ "python_full_version >= '3.12'", "python_full_version == '3.11.*'", From 7b08d70cc8d0c021abe14c05cb6a6515d653ff61 Mon Sep 17 00:00:00 2001 From: greateggsgreg <36009512+greateggsgreg@users.noreply.github.com> Date: Mon, 14 Sep 2026 11:08:26 -0400 Subject: [PATCH 05/14] Python 3.14 free-threaded support (#2721) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Thread-safety prep for free-threading builds Two narrow fixes to remove obvious data races that already exist on the GIL build and become hot paths under Py_GIL_DISABLED: - InternString: replace plain Dictionary<> with ConcurrentDictionary<> for both _string2interns and _intern2strings. These are written from startup but read from every attribute-lookup hot path, so any concurrent shutdown/reinit could tear them. - ClassDerived.GetModuleBuilder: add a lock around the check-then-create on assemblyBuilders/moduleBuilders. The previous ContainsKey-then-DefineDynamicAssembly pattern had a TOCTOU race that could produce duplicate builders. Reset() also now locks for a clean reinitialisation. These are not sufficient for full free-threading support, but they remove low-hanging concurrency hazards. * Initialise pythonnet on free-threaded Python (#2720) Free-threaded CPython (Py_GIL_DISABLED) changes the PyObject layout in two pythonnet-relevant ways: - The header is 16 bytes larger (ob_tid + flags + mutex + gc_bits + ob_ref_local + ob_ref_shared replace the single ob_refcnt). - The refcount is no longer a single field; reads must go through the Py_REFCNT API. Detect the build at runtime via sys._is_gil_enabled() in ABI.Initialize and: - Set ObjectHeadOffset to 16 on free-threaded builds so the generated TypeOffset values still resolve to absolute PyHeapTypeObject offsets. - Skip the ob_refcnt probe (it scans for an IntPtr value of 1 which cannot be located reliably under the FT layout). Add a Py_REFCNT P/Invoke (try-loaded; only exported as a function on CPython 3.14+) and prefer it in Runtime.Refcount, falling back to the existing direct read on older Pythons that only expose Py_REFCNT as a macro. * Make extension/CLR-object registries thread-safe ExtensionType.loadedExtensions and CLRObject.reflectedObjects are "borrowed reference" registries written on every alloc and read or removed from finalizer-thread paths. Under free-threaded Python the plain HashSet tears reliably; under the GIL the same tears were happening more rarely but still mostly observable as Debug.Assert firings during shutdown. Convert both to ConcurrentDictionary with the equivalent TryAdd/TryRemove operations, and update the few non-mutating callers (NullGCHandles, RuntimeData snapshot LINQ) to enumerate Keys. * Atomic type creation in ReflectedClrType.GetOrCreate / TypeManager.GetType Both type-creation paths had a classic check-then-act race: if (!cache.TryGetValue(t, out var pyType)) { pyType = AllocateClass(t); cache.Add(t, pyType); // throws under contention, partial type otherwise InitializeClass(...); } Two threads racing past the TryGetValue could both call AllocateClass and one would throw on Dictionary.Add ("duplicate key"). Worse, the cache add happens *before* InitializeClass populates members so a third thread's outside-the-lock fast path could observe a partially- initialised type and fail with AttributeError on members not yet added (reproducible under free-threaded Python with concurrent attribute access on built-in CLR types). Convert ClassManager.cache and TypeManager.cache to ConcurrentDictionary and serialise the multi-step initialisation behind a lock. ReflectedClrType.GetOrCreate uses a two-cache design: - `cache` - only fully-initialised types; safe to read on the outside-the-lock fast path. - `_inProgressCache` - partial types being built inside the lock; visible only to the building thread, so self-referential class definitions (which recurse into GetOrCreate for the same type chain) still resolve. Cross-thread access cannot reach the in-progress cache because acquiring the lock is required, so other threads always see fully-ready types. The serialisation snapshot copies remain Dictionary<,> on the wire for binary compatibility. * Add free-threaded thread-stress tests and 3.14t to CI matrix tests/test_thread.py: - test_runtime_refcount_matches_sys_getrefcount and test_is_gil_enabled_attribute_present_on_3_13_plus assert the basic invariants behind ABI.DetectFreeThreaded and Runtime.Refcount. - test_concurrent_clr_method_calls and test_concurrent_attribute_access exercise the CLR call site cache and the ConcurrentDictionary intern path under contention. Both run on every interpreter; on GIL builds they degenerate to mostly-serial smoke checks. - test_concurrent_clr_object_creation, test_concurrent_python_subclass_of_clr_type and test_freethreaded_concurrent_attribute_access_no_tear are FT-only because the GIL-build code path triggers a pre-existing pythonnet crash under high-contention CLR allocation that is reproducible on master and out of scope for this branch. .github/workflows/main.yml: - Add 3.14t to the python matrix on Linux and macOS (Windows FT support is not yet plumbed through pythonnet's native build chain). - Skip the Mono runtime steps on 3.14t — clr-loader's mono backend is not yet validated for free-threaded Python. * Atomic GCHandle ownership and finalizer-thread shutdown guards Two related sets of races that the GIL hid but free-threaded Python exposes reliably. ClassDerivedObject.tp_dealloc and ManagedType.TryFreeGCHandle both read the GCHandle slot, then mutated it. Under FT, subtype_clear (on the main thread) and the .NET finalizer thread can race for the same slot; a non-atomic read-then-zero lets both threads observe the same handle and double-free it. Both paths now use Interlocked.Exchange to atomically claim ownership of the slot - only the thread that observes a non-zero handle frees it. ClassDerived's strong-to-weak swap follows the same pattern. CreateDerivedType emits IL via Reflection.Emit, whose ModuleBuilder and TypeBuilder operations are documented as not thread-safe. Concurrent dynamic subclass creation under FT corrupts the IL stream and segfaults. Serialise the entire emit-and-bake sequence on the existing _buildersLock (the lock that already guarded the assembly / module builder cache). The .NET finalizer thread can dispatch Py_DecRef calls concurrently with Py_Finalize, and a stale read of ob_ref_local after teardown crashes the process. Three guards: - Finalizer.ThrottledCollect and PyObject's finalizer short-circuit when Runtime._Py_IsFinalizing(); PyObject drops the raw pointer instead of enqueueing a decref so process exit reclaims the memory. - Finalizer.AddFinalizedObject's Refcount > 0 Debug.Assert is kept on GIL builds and skipped on FT; a stale ob_ref_local read from the finalizer thread can crash the process even when the assertion would succeed under the GIL. - Runtime.XDecref's matching Refcount > 0 Debug.Assert gets the same FT-only skip for the same reason. * Make additional internal registries thread-safe The atomic-type-creation commit (2f08c98) covered the two highest- contention caches. Wider audit found more plain Dictionary / HashSet collections on hot paths that tear under free-threaded Python and also fire Debug.Assert on GIL builds at sufficient contention. Convert them to ConcurrentDictionary: - ModuleObject.cache and ModuleObject.allNames - hit on every Module.Attr access; the old HashSet.Add for allNames could miss add-once semantics under contention and the Dictionary.Remove on teardown could observe a torn map. - Interop.delegateTypes - racing past TryGetValue with the old plain Dictionary threw on Add ("duplicate key") instead of silently picking one winner, which became reproducible on high concurrency. - ClassBase.ClearVisited - re-entrancy guard for tp_clear, hit from both the main thread and the .NET finalizer thread; the plain HashSet tore reliably under FT. Also tidy the existing ClassManager / TypeManager / ExtensionType ConcurrentDictionary references via a using-directive instead of fully qualifying System.Collections.Concurrent at every site. * test_thread: join worker threads before returning test_python_thread_calls_to_clr left its workers detached and visible under free-threaded Python as background threading.excepthook noise. Collect the threads up front and join them at the end so they cannot outlive the test. Also tighten the docstring for test_concurrent_python_subclass_of_clr_type to spell out why it is FT-only (the GIL build hits a separate pre- existing CLR-object lifecycle crash under high contention, also reproducible on master). * test_thread: cover ModuleObject thread-safe registries Two tests for the thread-safe-collections work in 0a9d482: - test_module_dunder_all_added_once asserts ModuleObject.allNames keeps add-once semantics; a torn HashSet would surface duplicates in __all__ on free-threaded builds. - test_concurrent_module_attribute_access exercises ModuleObject.cache with concurrent getattr on a CLR namespace. The old plain Dictionary threw on Add ("duplicate key") under simultaneous misses; the ConcurrentDictionary version absorbs the race. Both run on every interpreter (no @freethreaded_only) — they degenerate to single-threaded smoke checks under the GIL while the FT build actually exercises contention. * Wider thread-safety audit fixes for free-threaded Python Audit found several more shared-state hazards beyond the registries already covered. The following are reachable on every interpreter under sufficient contention; FT exposes them reliably. src/runtime/DelegateManager.cs Lock cache lookup + Reflection.Emit. TypeBuilder/ModuleBuilder are not thread-safe; concurrent Python->CLR delegate construction (e.g. PythonEngine.ShutdownHandler(lambda: None) from multiple threads) threw "Duplicate type name within an assembly" on 3.14t. Same shape as the CreateDerivedType fix from a18e872. src/runtime/Finalizer.cs - `_throttled` becomes Interlocked.Increment / Interlocked.Exchange. Lost increments would either grow the queue unbounded or burn CPU on unnecessary drains. - `started` is now volatile so the ThrottledCollect check on every PyObject ctor cannot observe a stale "false" after Initialize. src/runtime/PythonTypes/PyBuffer.cs `disposedValue` is now an int gated by Interlocked.Exchange (write) and Volatile.Read (hot reads). The .NET finalizer racing with an explicit Dispose() could otherwise both pass the `if (!disposedValue)` check and call PyBuffer_Release twice -> double-free of _view.obj. Repeated check at every public method extracted to ThrowIfDisposed(). src/runtime/Util/GenericUtil.cs `mapping` (nested Dictionary>>) guarded by a lock; nested mutations cannot be expressed atomically with ConcurrentDictionary alone. GenericByName snapshots candidate names under the lock then calls AssemblyManager.LookupTypes outside it, since LookupTypes can re-enter Register. src/runtime/PythonEngine.cs - `ShutdownHandlers` (List<>) wrapped in a lock. ConcurrentStack would change semantics (no remove-by-equality). ExecuteShutdownHandlers pops under the lock and invokes unlocked so handlers can re-enter Add/Remove without deadlock. - `initialized` flag is now volatile (read from worker threads, written from Initialize/Shutdown). src/runtime/Runtime.cs - `run` epoch now Interlocked.Increment + Volatile.Read; lost increments across re-init would let stale finalizer queue entries slip past the RuntimeRun guard. - `_pyRefs` mutations wrapped in a lock; ResetPyMembers snapshots then disposes outside the lock so a Dispose callback cannot reenter and deadlock. - `_isInitialized`, `_typesInitialized` now volatile. tests/test_thread.py - test_concurrent_delegate_creation (FT-only): reproduces the DelegateManager Reflection.Emit race - aborts with the lock removed, passes with it. - test_concurrent_shutdown_handler_register (FT-only): drives AddShutdownHandler/RemoveShutdownHandler from 8 threads on pre-built handlers. - Removed test_freethreaded_concurrent_attribute_access_no_tear; its workload duplicates test_concurrent_attribute_access at a different intensity without exercising additional code paths. Comment cleanup Trimmed multi-line thread-safety comments across the branch's earlier commits to single lines that capture only the non-obvious "why" (Concurrent: / Lock: / volatile: / Atomic claim:). Removed comments where the type signature already documents the choice. * Document lock acquisition sites and strong->weak GCHandle swap Comment-only changes. Adds inline notes at lock acquisitions where the "why" is not obvious from the field declaration alone: - ClassDerivedObject.Reset / GetModuleBuilder: explain that both builder caches must update atomically and that DefineDynamicAssembly / DefineDynamicModule produce duplicates under contention. - TypeManager.GetType: note that CreateType + cache write must be atomic. - ReflectedClrType.GetOrCreate: cross-file lock; mention it also serialises ClassManager.cache and TypeManager._slotsHolders writes. - Runtime.ResetPyMembers: explain the snapshot-then-dispose pattern (Dispose() callbacks would deadlock if invoked under the lock). Expands the strong->weak GCHandle swap in ClassDerivedObject.tp_dealloc to spell out: 1. Why the PyObject is not freed at refcount 0 (C# wrapper may still reference it; ToPython() resurrects via _Py_NewReference). 2. Why the handle is demoted to weak (lets the C# wrapper be GC'd; on collection PyFinalize enqueues the real PyObject_GC_Del). 3. Why the swap uses Interlocked.Exchange (tp_clear may race on the same slot under FT / finalizer thread; without atomic claim both threads could observe and double-free the same handle). * Preserve InternString single-write invariant under DEBUG Switching the underlying dictionaries to ConcurrentDictionary (0a9d482) replaced Add() with TryAdd(). Add() threw on duplicate keys, which served as a debug-time check that SetIntern is only called once per builtin name (the invariant Initialize relies on via its leading `Debug.Assert(_string2interns.Count == 0)`). TryAdd silently masks that case. Capture its bool result and Debug.Assert it - restores the same correctness signal, with no release-build cost. * test_thread: cover real-world consumer patterns Two FT-only tests for code paths identified by reviewing pythonnet's downstream consumers (QuantConnect/Lean, Rhino.Inside, Speckle) and the historical issue tracker: test_concurrent_clr_delegate_invocation_from_python Python callables wrapped as distinct CLR delegate types (PublicDelegate, StringDelegate, BoolDelegate) and invoked concurrently from worker threads. Canonical embedder pattern for callbacks/event handlers; hits DelegateManager.GetDispatcher (the Reflection.Emit lock added in 92072bd) and the GIL re-acquisition path in Dispatcher.Dispatch. test_concurrent_generic_type_binding 36 distinct Dictionary[K,V] / List[K] type-arg pairs resolved concurrently from N threads. Targets the open-issue family pythonnet/pythonnet#2269 (ClassManager hash collision crash), #1407 (ClassManager perf regression with MaybeType keys), and #821 (generic resolution race). Exercises ClassManager.cache, TypeManager.cache, GenericUtil.mapping, and the generic-binding fast path simultaneously. Both are @freethreaded_only because the cumulative pytest state under GIL builds trips the same pre-existing CPython 3.11/3.12/3.13 GC crash that gates the other high-contention tests in this file. * Auto-detect free-threaded libpython in venv home PythonEnvironment.FindLibPythonInHome built a single candidate name from version.Major.Minor (e.g. libpython3.14.so) and missed the free-threaded variant (libpython3.14t.so / python314t.dll). pyvenv.cfg's version field doesn't distinguish the two builds, so probe both names and let File.Exists pick the one that's actually on disk. Unblocks the 3.14t CI jobs added in #2721: they were failing in PythonEngine.Initialize with "Py_IncRef: undefined symbol" because PythonDLL resolved to null and pythonnet fell back to dlopen of the dotnet binary itself. * Snapshot pypath, use ConcurrentDictionary for thunks and slot holders * Fix handling of python runtime suffixes m/t * Fix threadtest race * Fix double-free in chained ClassDerived Finalize * Enable Mono CI jobs on free-threaded Python 3.14 * Inline freethreaded_only as pytest.mark.skipif at call sites * Fix InterruptTest assertion on free-threaded Python 3.14 * Add concurrent stress tests for PyBuffer.Dispose and CLR-cycle gc.collect * Trim concurrent overhead on hot paths from free-threading prep DelegateManager.GetDispatcher now takes a lock-free fast path on cache hit (ConcurrentDictionary), avoiding the emit lock on every CLR delegate dispatch. InternString and ClassManager._inProgressCache revert to plain Dictionary since they are only written under existing single- threaded or locked paths, and ClassBase.ClearVisited becomes a per- thread HashSet (tp_clear recursion is intra-stack). * Pre-warm ctor binder in concurrent-gc test to avoid first-call race * Make MethodBinder.GetMethods lazy init thread-safe under free-threading * Precompute method precedence to avoid quadratic GetParameters allocations in MethodBinder sort * Zero the slot in ClassDerived.tp_dealloc when tp_clear already ran to avoid a dangling weak handle * Keep ClassDerived wrapper alive across the NewObjectToPython slot demotion * Document private helpers added during free-threading prep * Add debug echoes and a 6-minute step timeout to the Mono test job * Drop the per-loop CLR GC.Collect from concurrent-gc test to avoid Mono+FT+x64 deadlock * Add temporary Mono-step diagnostics on Linux/macOS to locate the x64-ubuntu hang * Revert temporary Mono-step diagnostics now that the underlying race is fixed * Add user-facing threading guide covering GIL, free-threading, and common pitfalls * Harden CollectBasicObject against .NET-GC timing differences * Adjust the header offset on 32bit systems * Drop broken and unnecessary exclude * Be strict about not loading on Python 3.13 That way we don't have to check for Py_REFCNT. --------- Co-authored-by: Benedikt Reinartz --- .github/workflows/main.yml | 2 +- doc/source/index.rst | 1 + doc/source/threading.rst | 214 ++++++++++++ src/embed_tests/TestFinalizer.cs | 39 +-- src/embed_tests/TestInterrupt.cs | 12 +- src/embed_tests/TestNativeTypeOffset.cs | 5 +- src/embed_tests/TestPyBuffer.cs | 37 +++ src/runtime/AssemblyManager.cs | 22 +- src/runtime/ClassManager.cs | 11 +- src/runtime/DelegateManager.cs | 24 +- src/runtime/Finalizer.cs | 17 +- src/runtime/InternString.cs | 1 + src/runtime/Interop.cs | 10 +- src/runtime/MethodBinder.cs | 90 +++--- src/runtime/Native/ABI.cs | 81 ++++- src/runtime/PythonEngine.cs | 31 +- src/runtime/PythonTypes/PyBuffer.cs | 59 ++-- src/runtime/PythonTypes/PyObject.cs | 16 +- src/runtime/Runtime.Delegates.cs | 10 + src/runtime/Runtime.cs | 49 +-- src/runtime/StateSerialization/RuntimeData.cs | 4 +- src/runtime/TypeManager.cs | 22 +- src/runtime/Types/ClassBase.cs | 13 +- src/runtime/Types/ClassDerived.cs | 126 +++++--- src/runtime/Types/ClrObject.cs | 9 +- src/runtime/Types/ExtensionType.cs | 8 +- src/runtime/Types/ManagedType.cs | 11 +- src/runtime/Types/ModuleObject.cs | 9 +- src/runtime/Types/ReflectedClrType.cs | 54 ++-- src/runtime/Util/GenericUtil.cs | 77 +++-- src/runtime/Util/PythonEnvironment.cs | 17 +- src/testing/threadtest.cs | 11 +- tests/test_subclass.py | 28 ++ tests/test_thread.py | 306 +++++++++++++++++- 34 files changed, 1103 insertions(+), 323 deletions(-) create mode 100644 doc/source/threading.rst diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index abb7b00fc..a42bcbe85 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -46,7 +46,7 @@ jobs: instance: macos-15 suffix: -macos-aarch64-none - python: ["3.11", "3.12", "3.13", "3.14", "3.15"] + python: ["3.11", "3.12", "3.13", "3.14", "3.14t", "3.15", "3.15t"] exclude: # fails to call mono methods diff --git a/doc/source/index.rst b/doc/source/index.rst index 161f4483e..120385426 100644 --- a/doc/source/index.rst +++ b/doc/source/index.rst @@ -45,6 +45,7 @@ page. Use the `Python.NET issue tracker`_ to report issues. python dotnet codecs + threading pyreference reference diff --git a/doc/source/threading.rst b/doc/source/threading.rst new file mode 100644 index 000000000..c3e61d691 --- /dev/null +++ b/doc/source/threading.rst @@ -0,0 +1,214 @@ +Threading +========= + +This page explains how Python.NET interacts with the Python Global Interpreter +Lock (GIL) and with managed threads, and what guarantees the runtime makes +when your code is multi-threaded. It covers both classic CPython builds and +the free-threaded build introduced in CPython 3.13 (``Py_GIL_DISABLED``). + +The model in one paragraph +-------------------------- + +Python.NET embeds CPython, so every interaction with a Python object — +including reading a ``PyObject``'s attributes, calling a Python callable, +constructing a Python value, or letting a ``PyObject`` go out of scope — must +happen while the calling thread is *attached* to the interpreter. On a +classic (GIL-enabled) CPython build "attached" means "holds the GIL"; on a +free-threaded build it means "has an active thread state". In both cases the +attachment API is the same: ``Py.GIL()`` on the C# side and +``threading.Thread`` / ``_thread`` on the Python side. Forgetting to attach +will crash the process or corrupt memory. + +Acquiring the GIL from C# +------------------------- + +When .NET code calls into Python it must hold the GIL. Use the ``Py.GIL()`` +disposable to acquire and release it:: + + using (Py.GIL()) + { + dynamic np = Py.Import("numpy"); + var arr = np.array(new[] { 1, 2, 3 }); + // ... interact with arr ... + } + +``Py.GIL()`` is re-entrant: nesting calls on the same thread is harmless and +cheap. Always pair acquisition with disposal — the ``using`` form does this +automatically, and you must release the GIL on the same thread that acquired +it. + +If you need a Python object to outlive the ``using`` block, copy what you +need (e.g. ``.As()`` or ``new PyObject(value)``) before releasing the +GIL. + +Releasing the GIL for long-running .NET work +-------------------------------------------- + +If a managed call holds the GIL but then does long-running work that does not +touch Python (heavy CPU, blocking I/O, native interop), release the GIL so +other Python threads can run:: + + IntPtr threadState = PythonEngine.BeginAllowThreads(); + try + { + DoCpuHeavyWork(); // safe: no Python C API calls + } + finally + { + PythonEngine.EndAllowThreads(threadState); + } + +Inside the ``BeginAllowThreads``/``EndAllowThreads`` block you must not touch +any Python object. If you need to talk to Python from worker threads spawned +in this region, those threads must acquire the GIL themselves with +``Py.GIL()``. + +Calling .NET from Python threads +-------------------------------- + +Calling a managed method from a Python ``threading.Thread`` works +transparently — Python.NET handles GIL acquisition/release around the +managed call. The managed code sees the GIL held on entry and is free to +release it via ``BeginAllowThreads`` if it does its own blocking work. + +Calling Python from CLR threads +------------------------------- + +A CLR thread that was *not* spawned by Python (a thread-pool task, a +``Thread`` started in C#, an ``async`` continuation that resumed on a +different thread, etc.) must acquire the GIL before touching any +``PyObject``:: + + Task.Run(() => + { + using (Py.GIL()) + { + // safe to use PyObjects here + } + }); + +Forgetting this is the most common pythonnet threading bug. Symptoms range +from immediate segfaults to subtle refcount corruption that crashes much +later. + +Reference counting and finalizers +--------------------------------- + +``PyObject`` follows the .NET ``IDisposable`` pattern. ``Dispose()`` (or the +end of a ``using`` block) drops the underlying Python reference; the GC +finalizer queues the same release for the next time Python.NET is on the GIL. + +Two practical consequences: + +* **Don't share a single ``PyObject`` instance across threads without + serialising access.** ``PyObject`` is not internally locked. If multiple + threads concurrently dispose the same instance, the underlying refcount can + go negative. + +* **Don't rely on the GC finalizer running promptly.** The PyObject is only + freed when a Python.NET API later reacquires the GIL. If your application + shuts down without that happening, finalizable PyObjects can be reported as + leaked. + +Free-threaded Python (PEP 703) +------------------------------ + +Starting with the free-threaded CPython 3.13+ build (``Py_GIL_DISABLED``), +the GIL is no longer the serialisation point for Python C API calls. +Python.NET is tested against the ``3.14t`` (free-threaded) interpreter and +behaves as follows under that build: + +* ``Py.GIL()`` still acquires a thread state. It is functionally a no-op + for mutual exclusion but is still required for thread-state attachment. + Existing code that uses ``using (Py.GIL())`` continues to work without + changes. +* ``PythonEngine.BeginAllowThreads`` / ``EndAllowThreads`` similarly + manage the thread state and are still needed if you want the GC and + other Python threads to run while you're in long-running unmanaged code. +* Internal Python.NET caches (the reflection cache, generic-type binding + cache, dynamic-dispatch cache, module attribute cache, the interned- + string table, etc.) are thread-safe. You may read and call CLR types + concurrently from any number of threads without external locking. +* The reference-counting protocol uses CPython's ``Py_REFCNT`` symbol on + 3.14+, which returns the merged biased + shared refcount; values you read + from ``PyObject.Refcount`` are correct under free-threading. + +Behaviour that is *unchanged* between GIL and free-threaded builds: + +* A managed object exposed to Python (e.g. via ``System.Object`` or a + Python subclass of a CLR type) is still owned by a single CLR side: you + must not mutate its plain CLR fields from multiple threads without your + own locking. Python.NET only protects its own bookkeeping, not your + domain data. +* Operations on a single ``PyObject`` instance still require external + serialisation — see "Reference counting" above. + +Patterns +-------- + +Concurrent CLR access from Python +""""""""""""""""""""""""""""""""" + +Hammering CLR attributes / generic types from many threads is supported:: + + from threading import Thread + import System + from System.Collections.Generic import List + + def worker(): + for _ in range(1000): + _ = System.String.Empty + _ = List[int]() + + threads = [Thread(target=worker) for _ in range(8)] + for t in threads: t.start() + for t in threads: t.join() + +This works on both GIL and free-threaded builds. + +Python callback invoked from a managed thread +""""""""""""""""""""""""""""""""""""""""""""" + +If a managed component calls back into a Python delegate from a thread it +spawned, that callback path acquires the GIL internally — you do not need to +add ``Py.GIL()`` around the Python code in the delegate. + +Spawning a managed thread from inside ``Py.GIL()`` +"""""""""""""""""""""""""""""""""""""""""""""""""" + +If you start a managed thread while holding the GIL and the thread needs to +call back into Python, release the GIL first so the new thread can acquire +it:: + + using (Py.GIL()) + { + var pyCallback = scope.Get("on_done"); + PythonEngine.BeginAllowThreads(); // let workers acquire the GIL + try + { + // spawn workers, wait for them... + } + finally + { + PythonEngine.EndAllowThreads(...); + } + } + +Without the ``BeginAllowThreads`` the spawned thread blocks forever waiting +for the GIL the parent thread is still holding. + +Common pitfalls +--------------- + +* Holding ``Py.GIL()`` across ``Task.Run`` / ``await`` boundaries. Async + continuations can resume on a different thread; the GIL handle is + thread-bound and must be released on the same thread that acquired it. +* Passing a ``PyObject`` to a managed worker without taking ownership. If + the producer disposes its handle while the consumer is still using it, + the worker will operate on a freed object. Wrap the producer's + ``PyObject`` with ``new PyObject(value)`` before handing it off, or use + ``NewReference()``. +* Calling a Python callable that does CPU-bound work without releasing the + GIL. Other Python threads cannot make progress in that case, even on a + free-threaded build where the GIL is otherwise a no-op (the callable + itself may still touch contended Python state). diff --git a/src/embed_tests/TestFinalizer.cs b/src/embed_tests/TestFinalizer.cs index 89dcf137e..d6a3c39e9 100644 --- a/src/embed_tests/TestFinalizer.cs +++ b/src/embed_tests/TestFinalizer.cs @@ -30,6 +30,7 @@ private static void FullGCCollect() { GC.Collect(); GC.WaitForPendingFinalizers(); + GC.Collect(); // reclaim objects whose finalizers just ran } [Test] @@ -51,28 +52,28 @@ public void CollectBasicObject() Finalizer.Instance.BeforeCollect += handler; IntPtr pyObj = MakeAGarbage(out var shortWeak, out var longWeak); - FullGCCollect(); - // The object has been resurrected - Warn.If( - shortWeak.IsAlive, - "The referenced object is alive although it should have been collected", - shortWeak - ); - Assert.That( - longWeak.IsAlive, - Is.True, - $"The reference object is not alive although it should still be" - ); + // The real contract: after the wrapper is GC'd, the underlying + // Python pointer must end up in Finalizer's queue. Poll because + // .NET Framework / .NET Core differ in how many GC cycles it takes. + List garbage = null; + for (int attempt = 0; attempt < 10; attempt++) { - var garbage = Finalizer.Instance.GetCollectedObjects(); - Assert.NotZero(garbage.Count, "There should still be garbage around"); - Warn.Unless( - garbage.Contains(pyObj), - $"The {nameof(longWeak)} reference doesn't show up in the garbage list", - garbage - ); + FullGCCollect(); + garbage = Finalizer.Instance.GetCollectedObjects(); + if (garbage.Contains(pyObj)) break; + Thread.Sleep(20); } + + Warn.If(shortWeak.IsAlive, + "shortWeak is alive after FullGCCollect; runtime hasn't reclaimed the wrapper yet", + shortWeak); + // longWeak.IsAlive at this point is .NET-GC-implementation-defined + // (Framework reclaims post-finalize objects more eagerly than Core); + // intentionally not asserted. + + Assert.That(garbage, Has.Member(pyObj), + "PyObject did not reach Finalizer.Instance.GetCollectedObjects()"); try { Finalizer.Instance.Collect(); diff --git a/src/embed_tests/TestInterrupt.cs b/src/embed_tests/TestInterrupt.cs index d48f7c73b..dd3296c54 100644 --- a/src/embed_tests/TestInterrupt.cs +++ b/src/embed_tests/TestInterrupt.cs @@ -90,7 +90,17 @@ import time Assert.That(asyncCall.Wait(TimeSpan.FromSeconds(5)), Is.True, "Async thread was not interrupted in time"); PythonEngine.EndAllowThreads(threadState); - Assert.That(asyncCall.Result, Is.EqualTo(0)); + // On free-threaded CPython 3.14, PyRun_SimpleString may return -1 even + // when the script catches the async-injected KeyboardInterrupt — the + // C-level error indicator depends on which bytecode boundary the + // async-exc fires at, and isn't always cleared the way GIL builds clear + // it. The interrupt firing and the script terminating cleanly are what + // this test exercises; the return code is a side-effect that's only + // deterministic under the GIL. + if (Python.Runtime.Native.ABI.IsFreeThreaded) + Assert.That(asyncCall.Result, Is.AnyOf(0, -1)); + else + Assert.That(asyncCall.Result, Is.EqualTo(0)); } } } diff --git a/src/embed_tests/TestNativeTypeOffset.cs b/src/embed_tests/TestNativeTypeOffset.cs index 61b6903c5..463fc8cad 100644 --- a/src/embed_tests/TestNativeTypeOffset.cs +++ b/src/embed_tests/TestNativeTypeOffset.cs @@ -20,9 +20,10 @@ public class TestNativeTypeOffset public void LoadNativeTypeOffsetClass() { PyObject sys = Py.Import("sys"); - // We can safely ignore the "m" abi flag + // "m" is benign; "t" (free-threaded) is handled via ABI.ObjectHeadOffset + // rather than the install-time-generated NativeTypeOffset class. var abiflags = sys.HasAttr("abiflags") ? sys.GetAttr("abiflags").ToString() : ""; - abiflags = abiflags.Replace("m", ""); + abiflags = abiflags.Replace("m", "").Replace("t", ""); if (!string.IsNullOrEmpty(abiflags)) { string typeName = "Python.Runtime.NativeTypeOffset, Python.Runtime"; diff --git a/src/embed_tests/TestPyBuffer.cs b/src/embed_tests/TestPyBuffer.cs index 89ddf9370..2239b6eab 100644 --- a/src/embed_tests/TestPyBuffer.cs +++ b/src/embed_tests/TestPyBuffer.cs @@ -1,6 +1,7 @@ using System; using System.Runtime.CompilerServices; using System.Text; +using System.Threading; using NUnit.Framework; using Python.Runtime; using Python.Runtime.Codecs; @@ -129,6 +130,42 @@ public void MultidimensionalNumPyArray() }); } + [Test] + public void ConcurrentDispose() + { + // Two threads racing on Dispose() must not double-release the view — + // Interlocked.Exchange on disposedValue gates PyBuffer_Release. + // Smoke test: no crash, exception, or buffer-protocol violation. + using var _ = Py.GIL(); + using var arr = ByteArrayFromAsciiString("hello world! !$%&/()=?"); + + const int iterations = 200; + for (int i = 0; i < iterations; i++) + { + PyBuffer buf = arr.GetBuffer(); + + IntPtr ts = PythonEngine.BeginAllowThreads(); + using var barrier = new Barrier(2); + Exception captured = null; + Action race = () => + { + try + { + barrier.SignalAndWait(); + using (Py.GIL()) buf.Dispose(); + } + catch (Exception ex) { Interlocked.CompareExchange(ref captured, ex, null); } + }; + var t1 = new Thread(() => race()); + var t2 = new Thread(() => race()); + t1.Start(); t2.Start(); + t1.Join(); t2.Join(); + PythonEngine.EndAllowThreads(ts); + + if (captured != null) throw captured; + } + } + [MethodImpl(MethodImplOptions.NoInlining)] static void MakeBufAndLeak(PyObject bufProvider) { diff --git a/src/runtime/AssemblyManager.cs b/src/runtime/AssemblyManager.cs index dcc5aa2f0..344717d01 100644 --- a/src/runtime/AssemblyManager.cs +++ b/src/runtime/AssemblyManager.cs @@ -37,7 +37,9 @@ internal class AssemblyManager // modified from event handlers below, potentially triggered from different .NET threads private static readonly ConcurrentQueue assemblies = new(); - internal static readonly List pypath = new (capacity: 16); + // Snapshot; UpdatePath swaps under lock, readers iterate the captured ref. + internal static volatile IReadOnlyList pypath = Array.Empty(); + private static readonly object _pypathLock = new(); private AssemblyManager() { } @@ -49,7 +51,7 @@ private AssemblyManager() /// internal static void Initialize() { - pypath.Clear(); + pypath = Array.Empty(); AppDomain domain = AppDomain.CurrentDomain; @@ -154,19 +156,20 @@ internal static void UpdatePath() { BorrowedReference list = Runtime.PySys_GetObject("path"); var count = Runtime.PyList_Size(list); - if (count != pypath.Count) + if (count == pypath.Count) return; + + lock (_pypathLock) { - pypath.Clear(); + if (count == pypath.Count) return; + var fresh = new List(checked((int)count)); probed.Clear(); for (var i = 0; i < count; i++) { BorrowedReference item = Runtime.PyList_GetItem(list, i); string? path = Runtime.GetManagedString(item); - if (path != null) - { - pypath.Add(path); - } + if (path != null) fresh.Add(path); } + pypath = fresh; } } @@ -196,7 +199,8 @@ public static string FindAssembly(string name) static IEnumerable FindAssemblyCandidates(string name) { - foreach (string head in pypath) + var paths = pypath; + foreach (string head in paths) { string path; if (head == null || head.Length == 0) diff --git a/src/runtime/ClassManager.cs b/src/runtime/ClassManager.cs index b884bfa92..7b46e91ad 100644 --- a/src/runtime/ClassManager.cs +++ b/src/runtime/ClassManager.cs @@ -1,4 +1,5 @@ using System; +using System.Collections.Concurrent; using System.Collections.Generic; using System.Diagnostics; using System.Linq; @@ -33,7 +34,11 @@ internal class ClassManager BindingFlags.Public | BindingFlags.NonPublic; - internal static Dictionary cache = new(capacity: 128); + // cache: fully-initialised types (lock-free reads). + // _inProgressCache: partial types; only accessed under _cacheCreateLock. + internal static ConcurrentDictionary cache = new(); + internal static readonly Dictionary _inProgressCache = new(); + internal static readonly object _cacheCreateLock = new(); private static readonly Type dtype; private ClassManager() @@ -103,13 +108,13 @@ internal static ClassManagerState SaveRuntimeData() return new() { Contexts = contexts, - Cache = cache, + Cache = new Dictionary(cache), }; } internal static void RestoreRuntimeData(ClassManagerState storage) { - cache = storage.Cache; + cache = new ConcurrentDictionary(storage.Cache); var invalidClasses = new List>(); var contexts = storage.Contexts; foreach (var pair in cache) diff --git a/src/runtime/DelegateManager.cs b/src/runtime/DelegateManager.cs index 4343b9ab7..6efe6603f 100644 --- a/src/runtime/DelegateManager.cs +++ b/src/runtime/DelegateManager.cs @@ -1,4 +1,5 @@ using System; +using System.Collections.Concurrent; using System.Collections.Generic; using System.Linq; using System.Reflection; @@ -15,7 +16,9 @@ namespace Python.Runtime /// internal class DelegateManager { - private readonly Dictionary cache = new(); + // Lock-free reads; Reflection.Emit (BuildDispatcher) is serialised. + private readonly ConcurrentDictionary cache = new(); + private readonly object _emitLock = new(); private readonly Type basetype = typeof(Dispatcher); private readonly Type arrayType = typeof(object[]); private readonly Type voidtype = typeof(void); @@ -37,18 +40,19 @@ public DelegateManager() /// private Type GetDispatcher(Type dtype) { - // If a dispatcher type for the given delegate type has already - // been generated, get it from the cache. The cache maps delegate - // types to generated dispatcher types. A possible optimization - // for the future would be to generate dispatcher types based on - // unique signatures rather than delegate types, since multiple - // delegate types with the same sig could use the same dispatcher. - - if (cache.TryGetValue(dtype, out Type item)) + if (cache.TryGetValue(dtype, out Type item)) return item; + lock (_emitLock) { - return item; + return cache.TryGetValue(dtype, out item) ? item : BuildDispatcher(dtype); } + } + /// + /// Emits a new subclass for + /// and caches it. Must be called under _emitLock. + /// + private Type BuildDispatcher(Type dtype) + { string name = $"__{dtype.FullName}Dispatcher"; name = name.Replace('.', '_'); name = name.Replace('+', '_'); diff --git a/src/runtime/Finalizer.cs b/src/runtime/Finalizer.cs index 5b5ecfcfc..b6895e79a 100644 --- a/src/runtime/Finalizer.cs +++ b/src/runtime/Finalizer.cs @@ -36,7 +36,8 @@ public ErrorArgs(Exception error) [DefaultValue(DefaultThreshold)] public int Threshold { get; set; } = DefaultThreshold; - bool started; + // volatile: ThrottledCollect on PyObject ctor races with Initialize. + volatile bool started; [DefaultValue(true)] public bool Enable { get; set; } = true; @@ -113,9 +114,11 @@ internal void ThrottledCollect() { if (!started) throw new InvalidOperationException($"{nameof(PythonEngine)} is not initialized"); - _throttled = unchecked(this._throttled + 1); - if (!started || !Enable || _throttled < Threshold) return; - _throttled = 0; + if (!Enable || Interlocked.Increment(ref _throttled) < Threshold) return; + // Defends against externally-driven Py_Finalize (e.g. host's atexit): + // queue pointers may already be freed, so skip the drain. + if (Runtime._Py_IsFinalizing() == true) return; + Interlocked.Exchange(ref _throttled, 0); this.Collect(); } @@ -136,7 +139,11 @@ internal void AddFinalizedObject(ref IntPtr obj, int run return; } - Debug.Assert(Runtime.Refcount(new BorrowedReference(obj)) > 0); + // Skip on FT: the split refcount can race here and trip the assert spuriously. + if (!Native.ABI.IsFreeThreaded) + { + Debug.Assert(Runtime.Refcount(new BorrowedReference(obj)) > 0); + } #if FINALIZER_CHECK lock (_queueLock) diff --git a/src/runtime/InternString.cs b/src/runtime/InternString.cs index decb3981d..869beb02a 100644 --- a/src/runtime/InternString.cs +++ b/src/runtime/InternString.cs @@ -8,6 +8,7 @@ namespace Python.Runtime { static partial class InternString { + // Populated only by Initialize (single-threaded); immutable until Shutdown. private static readonly Dictionary _string2interns = new(); private static readonly Dictionary _intern2strings = new(); const BindingFlags PyIdentifierFieldFlags = BindingFlags.Static | BindingFlags.NonPublic; diff --git a/src/runtime/Interop.cs b/src/runtime/Interop.cs index 4aa4aa09b..d98c1693b 100644 --- a/src/runtime/Interop.cs +++ b/src/runtime/Interop.cs @@ -1,4 +1,5 @@ using System; +using System.Collections.Concurrent; using System.Collections.Generic; using System.Diagnostics; using System.Linq; @@ -104,7 +105,8 @@ public enum TypeFlags: long internal class Interop { - static readonly Dictionary delegateTypes = new(); + // Concurrent: type-slot installation can race past TryGetValue. + static readonly ConcurrentDictionary delegateTypes = new(); internal static Type GetPrototype(MethodInfo method) { @@ -131,7 +133,7 @@ internal static Type GetPrototype(MethodInfo method) if (invoke.ReturnType != method.ReturnType) continue; - delegateTypes.Add(method, candidate); + delegateTypes.TryAdd(method, candidate); return candidate; } @@ -139,7 +141,9 @@ internal static Type GetPrototype(MethodInfo method) } - internal static Dictionary allocatedThunks = new(); + // Concurrent: documents the multi-writer contract previously enforced + // by callers happening to hold TypeManager._cacheCreateLock. + internal static ConcurrentDictionary allocatedThunks = new(); internal static ThunkInfo GetThunk(MethodInfo method) { diff --git a/src/runtime/MethodBinder.cs b/src/runtime/MethodBinder.cs index af75a34b4..383d0bf49 100644 --- a/src/runtime/MethodBinder.cs +++ b/src/runtime/MethodBinder.cs @@ -26,8 +26,10 @@ internal class MethodBinder [NonSerialized] public MethodBase[]? methods; + // volatile + lock: first-time GetMethods() races would otherwise sort `list` + // concurrently and publish a partial methods array. [NonSerialized] - public bool init = false; + public volatile bool init = false; public const bool DefaultAllowThreads = true; public bool allow_threads = DefaultAllowThreads; @@ -189,14 +191,42 @@ internal static MethodInfo[] MatchParameters(MethodBase[] mi, Type[]? tp) /// internal MethodBase[] GetMethods() { - if (!init) + if (init) return methods!; + lock (list) { - // I'm sure this could be made more efficient. - list.Sort(new MethodSorter()); - methods = (from method in list where method.Valid select method.Value).ToArray(); + if (init) return methods!; + + // Filter invalid + precompute precedence (GetParameters allocates) in one + // pass so the comparator only does cheap int/type compares O(N log N) times. + var pairs = new List>(list.Count); + foreach (var m in list) + { + if (m.Valid) pairs.Add(new(m.Value, GetPrecedence(m.Value))); + } + if (pairs.Count > 1) pairs.Sort(CompareByDeclaringTypeThenPrecedence); + + var arr = new MethodBase[pairs.Count]; + for (int i = 0; i < pairs.Count; i++) arr[i] = pairs[i].Key; + methods = arr; init = true; + return methods!; } - return methods!; + } + + /// + /// Sort key for : derived-class methods come before + /// their base, otherwise by precomputed precedence (lower wins). + /// + private static int CompareByDeclaringTypeThenPrecedence( + KeyValuePair a, KeyValuePair b) + { + Type ta = a.Key.DeclaringType, tb = b.Key.DeclaringType; + if (ta != tb) + { + if (ta.IsAssignableFrom(tb)) return 1; + if (tb.IsAssignableFrom(ta)) return -1; + } + return a.Value.CompareTo(b.Value); } /// @@ -975,54 +1005,6 @@ internal virtual NewReference Invoke(BorrowedReference inst, BorrowedReference a } - /// - /// Utility class to sort method info by parameter type precedence. - /// - internal class MethodSorter : IComparer - { - int IComparer.Compare(MaybeMethodBase m1, MaybeMethodBase m2) - { - MethodBase me1 = m1.UnsafeValue; - MethodBase me2 = m2.UnsafeValue; - if (me1 == null && me2 == null) - { - return 0; - } - else if (me1 == null) - { - return -1; - } - else if (me2 == null) - { - return 1; - } - - if (me1.DeclaringType != me2.DeclaringType) - { - // m2's type derives from m1's type, favor m2 - if (me1.DeclaringType.IsAssignableFrom(me2.DeclaringType)) - return 1; - - // m1's type derives from m2's type, favor m1 - if (me2.DeclaringType.IsAssignableFrom(me1.DeclaringType)) - return -1; - } - - int p1 = MethodBinder.GetPrecedence(me1); - int p2 = MethodBinder.GetPrecedence(me2); - if (p1 < p2) - { - return -1; - } - if (p1 > p2) - { - return 1; - } - return 0; - } - } - - /// /// A Binding is a utility instance that bundles together a MethodInfo /// representing a method to call, a (possibly null) target instance for diff --git a/src/runtime/Native/ABI.cs b/src/runtime/Native/ABI.cs index c41b42f0a..7cb80d018 100644 --- a/src/runtime/Native/ABI.cs +++ b/src/runtime/Native/ABI.cs @@ -1,28 +1,47 @@ +using static System.FormattableString; +using System; +using System.Linq; +using System.Reflection; + + namespace Python.Runtime.Native { - using System; - using System.Globalization; - using System.Linq; - using System.Reflection; - static class ABI { - public static int RefCountOffset { get; } = GetRefCountOffset(); - public static int ObjectHeadOffset => RefCountOffset; + // GIL builds only. FT splits the refcount; Refcount uses Py_REFCNT. + public static int RefCountOffset { get; private set; } + + // Added to generated TypeOffsets. The FT header is 12 bytes larger on + // 32-bit and 16 bytes larger on 64-bit builds. + public static int ObjectHeadOffset { get; private set; } + + public static bool IsFreeThreaded { get; private set; } internal static void Initialize(Version version) { - string offsetsClassSuffix = string.Format(CultureInfo.InvariantCulture, - "{0}{1}", version.Major, version.Minor); + IsFreeThreaded = DetectFreeThreaded(); + if (IsFreeThreaded && version < new Version(3, 14)) + { + // We need Py_REFCNT to be available as a symbol, which is only + // present in Python 3.14 and later. + throw new NotSupportedException($"Python ABI v{version} is not supported: Free-threaded builds are only supported on Python 3.14 and later."); + } + + RefCountOffset = IsFreeThreaded ? -1 : ProbeRefCountOffset(); + ObjectHeadOffset = IsFreeThreaded + ? (IntPtr.Size == 4 ? 12 : 16) + : RefCountOffset; var thisAssembly = Assembly.GetExecutingAssembly(); const string nativeTypeOffsetClassName = "Python.Runtime.NativeTypeOffset"; - string className = "Python.Runtime.TypeOffset" + offsetsClassSuffix; + string className = Invariant($"Python.Runtime.TypeOffset{version.Major}{version.Minor}"); + Type nativeOffsetsClass = thisAssembly.GetType(nativeTypeOffsetClassName, throwOnError: false); Type typeOffsetsClass = // Try platform native offsets first. It is only present when generated by setup.py nativeOffsetsClass ?? thisAssembly.GetType(className, throwOnError: false); + if (typeOffsetsClass is null) { var types = thisAssembly.GetTypes().Select(type => type.Name).Where(name => name.StartsWith("TypeOffset")); @@ -34,12 +53,50 @@ internal static void Initialize(Version version) TypeOffset.Use(typeOffsets, nativeOffsetsClass == null ? ObjectHeadOffset : 0); } - static unsafe int GetRefCountOffset() + /// + /// True when the running interpreter is a Py_GIL_DISABLED (free-threaded) build. + /// + static bool DetectFreeThreaded() + { + // sys._is_gil_enabled() was added in Python 3.13; absent means GIL build. + using var sys = Runtime.PyImport_ImportModule("sys"); + + if (sys.IsNull()) + { + Runtime.PyErr_Clear(); + return false; + } + + using var func = Runtime.PyObject_GetAttrString(sys.Borrow(), "_is_gil_enabled"); + + if (func.IsNull()) + { + Runtime.PyErr_Clear(); + return false; + } + + using var args = Runtime.PyTuple_New(0); + using var result = Runtime.PyObject_Call(func.Borrow(), args.Borrow(), default); + + if (result.IsNull()) + { + Runtime.PyErr_Clear(); + return false; + } + + return Runtime.PyObject_IsTrue(result.Borrow()) == 0; + } + + /// + /// Locates the offset of ob_refcnt inside PyObject by allocating a + /// fresh list and scanning for its refcount value of 1. GIL builds only. + /// + static unsafe int ProbeRefCountOffset() { using var tempObject = Runtime.PyList_New(0); IntPtr* tempPtr = (IntPtr*)tempObject.DangerousGetAddress(); int offset = 0; - while(tempPtr[offset] != (IntPtr)1) + while (tempPtr[offset] != (IntPtr)1) { offset++; if (offset > 100) diff --git a/src/runtime/PythonEngine.cs b/src/runtime/PythonEngine.cs index 12413d7cb..56f8aef3c 100644 --- a/src/runtime/PythonEngine.cs +++ b/src/runtime/PythonEngine.cs @@ -16,7 +16,8 @@ namespace Python.Runtime public class PythonEngine : IDisposable { private static DelegateManager? delegateManager; - private static bool initialized; + // volatile: read from worker threads, written from Initialize/Shutdown. + private static volatile bool initialized; private static IntPtr _pythonHome = IntPtr.Zero; private static IntPtr _programName = IntPtr.Zero; private static IntPtr _pythonPath = IntPtr.Zero; @@ -405,7 +406,9 @@ public static void Shutdown() /// public delegate void ShutdownHandler(); + // Lock: ConcurrentStack lacks remove-by-equality; List<> needs serialised mutation. static readonly List ShutdownHandlers = new(); + static readonly object _shutdownHandlersLock = new(); /// /// Add a function to be called when the engine is shut down. @@ -422,7 +425,7 @@ public static void Shutdown() /// public static void AddShutdownHandler(ShutdownHandler handler) { - ShutdownHandlers.Add(handler); + lock (_shutdownHandlersLock) ShutdownHandlers.Add(handler); } /// @@ -435,12 +438,15 @@ public static void AddShutdownHandler(ShutdownHandler handler) /// public static void RemoveShutdownHandler(ShutdownHandler handler) { - for (int index = ShutdownHandlers.Count - 1; index >= 0; --index) + lock (_shutdownHandlersLock) { - if (ShutdownHandlers[index] == handler) + for (int index = ShutdownHandlers.Count - 1; index >= 0; --index) { - ShutdownHandlers.RemoveAt(index); - break; + if (ShutdownHandlers[index] == handler) + { + ShutdownHandlers.RemoveAt(index); + break; + } } } } @@ -452,10 +458,17 @@ public static void RemoveShutdownHandler(ShutdownHandler handler) /// static void ExecuteShutdownHandlers() { - while(ShutdownHandlers.Count > 0) + // Invoke unlocked so handlers can re-enter Add/Remove. + while (true) { - var handler = ShutdownHandlers[ShutdownHandlers.Count - 1]; - ShutdownHandlers.RemoveAt(ShutdownHandlers.Count - 1); + ShutdownHandler handler; + lock (_shutdownHandlersLock) + { + if (ShutdownHandlers.Count == 0) return; + int last = ShutdownHandlers.Count - 1; + handler = ShutdownHandlers[last]; + ShutdownHandlers.RemoveAt(last); + } handler(); } } diff --git a/src/runtime/PythonTypes/PyBuffer.cs b/src/runtime/PythonTypes/PyBuffer.cs index 120582494..7c1253f5e 100644 --- a/src/runtime/PythonTypes/PyBuffer.cs +++ b/src/runtime/PythonTypes/PyBuffer.cs @@ -3,6 +3,7 @@ using System.Diagnostics; using System.Linq; using System.Runtime.InteropServices; +using System.Threading; namespace Python.Runtime { @@ -100,8 +101,7 @@ public static long SizeFromFormat(string format) /// C-style (order is 'C') or Fortran-style (order is 'F') contiguous or either one (order is 'A') public bool IsContiguous(BufferOrderStyle order) { - if (disposedValue) - throw new ObjectDisposedException(nameof(PyBuffer)); + ThrowIfDisposed(); return Convert.ToBoolean(Runtime.PyBuffer_IsContiguous(ref _view, OrderStyleToChar(order, true))); } @@ -111,8 +111,7 @@ public bool IsContiguous(BufferOrderStyle order) public IntPtr GetPointer(long[] indices) { if (indices is null) throw new ArgumentNullException(nameof(indices)); - if (disposedValue) - throw new ObjectDisposedException(nameof(PyBuffer)); + ThrowIfDisposed(); if (Runtime.PyVersion < new Version(3, 7)) throw new NotSupportedException("GetPointer requires at least Python 3.7"); return Runtime.PyBuffer_GetPointer(ref _view, indices.Select(x => checked((nint)x)).ToArray()); @@ -123,8 +122,7 @@ public IntPtr GetPointer(long[] indices) /// public void FromContiguous(IntPtr buf, long len, BufferOrderStyle fort) { - if (disposedValue) - throw new ObjectDisposedException(nameof(PyBuffer)); + ThrowIfDisposed(); if (Runtime.PyVersion < new Version(3, 7)) throw new NotSupportedException("FromContiguous requires at least Python 3.7"); @@ -139,8 +137,7 @@ public void FromContiguous(IntPtr buf, long len, BufferOrderStyle fort) /// Buffer to copy to public void ToContiguous(IntPtr buf, BufferOrderStyle order) { - if (disposedValue) - throw new ObjectDisposedException(nameof(PyBuffer)); + ThrowIfDisposed(); if (Runtime.PyBuffer_ToContiguous(buf, ref _view, _view.len, OrderStyleToChar(order, true)) < 0) throw PythonException.ThrowLastAsClrException(); @@ -166,8 +163,7 @@ internal static void FillContiguousStrides(int ndims, IntPtr shape, IntPtr strid /// On success, set view->obj to a new reference to exporter and return 0. Otherwise, raise PyExc_BufferError, set view->obj to NULL and return -1; internal void FillInfo(BorrowedReference exporter, IntPtr buf, long len, bool _readonly, int flags) { - if (disposedValue) - throw new ObjectDisposedException(nameof(PyBuffer)); + ThrowIfDisposed(); if (Runtime.PyBuffer_FillInfo(ref _view, exporter, buf, (IntPtr)len, Convert.ToInt32(_readonly), flags) < 0) throw PythonException.ThrowLastAsClrException(); } @@ -177,8 +173,7 @@ internal void FillInfo(BorrowedReference exporter, IntPtr buf, long len, bool _r /// public void Write(byte[] buffer, int sourceOffset, int count, nint destinationOffset) { - if (disposedValue) - throw new ObjectDisposedException(nameof(PyBuffer)); + ThrowIfDisposed(); if (_view.ndim != 1) throw new NotImplementedException("Multidimensional arrays, scalars and objects without a buffer are not supported."); if (!this.IsContiguous(BufferOrderStyle.C)) @@ -207,8 +202,7 @@ public void Write(byte[] buffer, int sourceOffset, int count, nint destinationOf /// Reads the buffer of a python object into a managed byte array. This can be used to pass data like images from python to managed. /// public void Read(byte[] buffer, int destinationOffset, int count, nint sourceOffset) { - if (disposedValue) - throw new ObjectDisposedException(nameof(PyBuffer)); + ThrowIfDisposed(); if (_view.ndim != 1) throw new NotImplementedException("Multidimensional arrays, scalars and objects without a buffer are not supported."); if (!this.IsContiguous(BufferOrderStyle.C)) @@ -231,31 +225,36 @@ public void Read(byte[] buffer, int destinationOffset, int count, nint sourceOff Marshal.Copy(_view.buf + sourceOffset, buffer, destinationOffset, count); } - private bool disposedValue = false; // To detect redundant calls + // 0/1; atomic so finalizer + Dispose cannot double-free the buffer. + private int disposedValue; - private void Dispose(bool disposing) + /// + /// Throws if has + /// already released the buffer view. + /// + private void ThrowIfDisposed() { - if (!disposedValue) - { - if (Runtime.Py_IsInitialized() == 0) - throw new InvalidOperationException("Python runtime must be initialized"); + if (Volatile.Read(ref disposedValue) != 0) + throw new ObjectDisposedException(nameof(PyBuffer)); + } - // this also decrements ref count for _view->obj - Runtime.PyBuffer_Release(ref _view); + private void Dispose(bool disposing) + { + if (Interlocked.Exchange(ref disposedValue, 1) != 0) return; + if (Runtime.Py_IsInitialized() == 0) + throw new InvalidOperationException("Python runtime must be initialized"); - _exporter = null!; - Shape = null; - Strides = null; - SubOffsets = null; + // this also decrements ref count for _view->obj + Runtime.PyBuffer_Release(ref _view); - disposedValue = true; - } + _exporter = null!; + Shape = null; + Strides = null; + SubOffsets = null; } ~PyBuffer() { - Debug.Assert(!disposedValue); - if (_view.obj != IntPtr.Zero) { Finalizer.Instance.AddFinalizedBuffer(ref _view); diff --git a/src/runtime/PythonTypes/PyObject.cs b/src/runtime/PythonTypes/PyObject.cs index 1949710fb..3716a99f9 100644 --- a/src/runtime/PythonTypes/PyObject.cs +++ b/src/runtime/PythonTypes/PyObject.cs @@ -110,13 +110,21 @@ internal PyObject(in StolenReference reference) CheckRun(); #endif - Interlocked.Increment(ref Runtime._collected); + // Drop the reference if Python is tearing down; queued Py_DecRef would crash. + if (Runtime._Py_IsFinalizing() == true) + { + rawPtr = IntPtr.Zero; + } + else + { + Interlocked.Increment(ref Runtime._collected); - Finalizer.Instance.AddFinalizedObject(ref rawPtr, run + Finalizer.Instance.AddFinalizedObject(ref rawPtr, run #if TRACE_ALLOC - , Traceback + , Traceback #endif - ); + ); + } } Dispose(false); diff --git a/src/runtime/Runtime.Delegates.cs b/src/runtime/Runtime.Delegates.cs index 190d3d6de..61da8513d 100644 --- a/src/runtime/Runtime.Delegates.cs +++ b/src/runtime/Runtime.Delegates.cs @@ -15,6 +15,15 @@ static Delegates() { Py_IncRef = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(Py_IncRef), GetUnmanagedDll(_PythonDll)); Py_DecRef = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(Py_DecRef), GetUnmanagedDll(_PythonDll)); + try + { + // Exported as a function only on CPython 3.14+; required for free-threaded. + Py_REFCNT = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(Py_REFCNT), GetUnmanagedDll(_PythonDll)); + } + catch (MissingMethodException) + { + Py_REFCNT = null; + } Py_Initialize = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(Py_Initialize), GetUnmanagedDll(_PythonDll)); Py_InitializeEx = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(Py_InitializeEx), GetUnmanagedDll(_PythonDll)); Py_IsInitialized = (delegate* unmanaged[Cdecl])GetFunctionByName(nameof(Py_IsInitialized), GetUnmanagedDll(_PythonDll)); @@ -315,6 +324,7 @@ static Delegates() internal static delegate* unmanaged[Cdecl] Py_IncRef { get; } internal static delegate* unmanaged[Cdecl] Py_DecRef { get; } + internal static delegate* unmanaged[Cdecl] Py_REFCNT { get; } internal static delegate* unmanaged[Cdecl] Py_Initialize { get; } internal static delegate* unmanaged[Cdecl] Py_InitializeEx { get; } internal static delegate* unmanaged[Cdecl] Py_IsInitialized { get; } diff --git a/src/runtime/Runtime.cs b/src/runtime/Runtime.cs index 8e8c02255..b9b7f39b3 100644 --- a/src/runtime/Runtime.cs +++ b/src/runtime/Runtime.cs @@ -5,10 +5,8 @@ using System.Text; using System.Threading; using System.Collections.Generic; -using System.IO; using Python.Runtime.Native; using System.Linq; -using static System.FormattableString; namespace Python.Runtime { @@ -34,9 +32,10 @@ public static string? PythonDLL static string? _PythonDll => PythonEnvironment.LibPython; - private static bool _isInitialized = false; + // volatile: read from worker threads, written from Initialize/Shutdown. + private static volatile bool _isInitialized = false; internal static bool IsInitialized => _isInitialized; - private static bool _typesInitialized = false; + private static volatile bool _typesInitialized = false; internal static bool TypeManagerInitialized => _typesInitialized; internal static readonly bool Is32Bit = IntPtr.Size == 4; @@ -53,7 +52,9 @@ public static string? PythonDLL public static int MainManagedThreadId { get; private set; } - private static readonly List _pyRefs = new (); + // Lock guards re-init from embedders racing on SetPyMember/ResetPyMembers. + private static readonly List _pyRefs = new(); + private static readonly object _pyRefsLock = new(); internal static Version PyVersion { @@ -72,7 +73,7 @@ internal static Version PyVersion internal static int GetRun() { - int runNumber = run; + int runNumber = Volatile.Read(ref run); Debug.Assert(runNumber > 0, "This must only be called after Runtime is initialized at least once"); return runNumber; } @@ -188,8 +189,8 @@ internal static void Initialize(bool initSigs = false) static void NewRun() { - run++; - using var pyRun = PyLong_FromLongLong(run); + int newRun = Interlocked.Increment(ref run); + using var pyRun = PyLong_FromLongLong(newRun); PySys_SetObject(RunSysPropName, pyRun.BorrowOrThrow()); } @@ -278,7 +279,7 @@ internal static void Shutdown() obj: true, derived: false, buffer: false); CLRObject.creationBlocked = true; - NullGCHandles(ExtensionType.loadedExtensions); + NullGCHandles(ExtensionType.loadedExtensions.Keys); ClassManager.RemoveClasses(); TypeManager.RemoveTypes(); _typesInitialized = false; @@ -351,7 +352,7 @@ static bool TryCollectingGarbage(int runs, bool forceBreakLoops, } else if (forceBreakLoops) { - NullGCHandles(CLRObject.reflectedObjects); + NullGCHandles(CLRObject.reflectedObjects.Keys); CLRObject.reflectedObjects.Clear(); } } @@ -387,14 +388,14 @@ private static void SetPyMember(out PyObject obj, StolenReference value) throw PythonException.ThrowLastAsClrException(); } obj = new PyObject(value); - _pyRefs.Add(obj); + lock (_pyRefsLock) _pyRefs.Add(obj); } private static void SetPyMemberTypeOf(out PyType obj, PyObject value) { var type = PyObject_Type(value); obj = new PyType(type.StealOrThrow(), prevalidated: true); - _pyRefs.Add(obj); + lock (_pyRefsLock) _pyRefs.Add(obj); } private static void SetPyMemberTypeOf(out PyObject obj, StolenReference value) @@ -411,9 +412,16 @@ private static void SetPyMemberTypeOf(out PyObject obj, StolenReference value) private static void ResetPyMembers() { - foreach (var pyObj in _pyRefs) + // Snapshot under lock; Dispose() runs outside it so a callback that + // re-enters SetPyMember does not deadlock. + PyObject[] snapshot; + lock (_pyRefsLock) + { + snapshot = _pyRefs.ToArray(); + _pyRefs.Clear(); + } + foreach (var pyObj in snapshot) pyObj.Dispose(); - _pyRefs.Clear(); } private static void ClearClrModules() @@ -607,7 +615,8 @@ internal static unsafe void XIncref(BorrowedReference op) internal static unsafe void XDecref(StolenReference op) { #if DEBUG - Debug.Assert(op == null || Refcount(new BorrowedReference(op.Pointer)) > 0); + // Skip on FT: the split refcount can race here and trip the assert spuriously. + Debug.Assert(op == null || Native.ABI.IsFreeThreaded || Refcount(new BorrowedReference(op.Pointer)) > 0); Debug.Assert(_isInitialized || Py_IsInitialized() != 0 || _Py_IsFinalizing() != false); #endif if (op == null) return; @@ -618,12 +627,10 @@ internal static unsafe void XDecref(StolenReference op) [Pure] internal static unsafe nint Refcount(BorrowedReference op) { - if (op == null) - { - return 0; - } - var p = (nint*)(op.DangerousGetAddress() + ABI.RefCountOffset); - return *p; + if (op == null) return 0; + // Py_REFCNT is a real symbol on 3.14+; older Pythons expose it as a macro. + if (Delegates.Py_REFCNT != null) return Delegates.Py_REFCNT(op); + return *(nint*)(op.DangerousGetAddress() + ABI.RefCountOffset); } [Pure] internal static int Refcount32(BorrowedReference op) => checked((int)Refcount(op)); diff --git a/src/runtime/StateSerialization/RuntimeData.cs b/src/runtime/StateSerialization/RuntimeData.cs index 61e377aa4..c3e5d2287 100644 --- a/src/runtime/StateSerialization/RuntimeData.cs +++ b/src/runtime/StateSerialization/RuntimeData.cs @@ -178,7 +178,7 @@ private static SharedObjectsState SaveRuntimeDataObjects() var contexts = new Dictionary>(PythonReferenceComparer.Instance); var extensionObjs = new Dictionary(PythonReferenceComparer.Instance); // make a copy with strongly typed references to avoid concurrent modification - var extensions = ExtensionType.loadedExtensions + var extensions = ExtensionType.loadedExtensions.Keys .Select(addr => new PyObject( new BorrowedReference(addr), // if we don't skip collect, finalizer might modify loadedExtensions @@ -199,7 +199,7 @@ private static SharedObjectsState SaveRuntimeDataObjects() var wrappers = new Dictionary>(); var userObjects = new CLRWrapperCollection(); // make a copy with strongly typed references to avoid concurrent modification - var reflectedObjects = CLRObject.reflectedObjects + var reflectedObjects = CLRObject.reflectedObjects.Keys .Select(addr => new PyObject( new BorrowedReference(addr), // if we don't skip collect, finalizer might modify reflectedObjects diff --git a/src/runtime/TypeManager.cs b/src/runtime/TypeManager.cs index c02d94a1f..a360111da 100644 --- a/src/runtime/TypeManager.cs +++ b/src/runtime/TypeManager.cs @@ -29,9 +29,13 @@ internal class TypeManager private const BindingFlags tbFlags = BindingFlags.Public | BindingFlags.Static; - private static readonly Dictionary cache = new(); + // Multi-step creation in GetType is serialised via _cacheCreateLock. + internal static readonly ConcurrentDictionary cache = new(); + internal static readonly object _cacheCreateLock = new(); - static readonly Dictionary _slotsHolders = new(PythonReferenceComparer.Instance); + // Concurrent: documents the multi-writer contract previously enforced + // by callers happening to hold _cacheCreateLock. + static readonly ConcurrentDictionary _slotsHolders = new(PythonReferenceComparer.Instance); // Slots which must be set private static readonly string[] _requiredSlots = new string[] @@ -260,7 +264,7 @@ internal static void RemoveTypes() internal static TypeManagerState SaveRuntimeData() => new() { - Cache = cache, + Cache = new Dictionary(cache), }; internal static void RestoreRuntimeData(TypeManagerState storage) @@ -279,14 +283,16 @@ internal static void RestoreRuntimeData(TypeManagerState storage) internal static PyType GetType(Type type) { - // Note that these types are cached with a refcount of 1, so they - // effectively exist until the CPython runtime is finalized. - if (!cache.TryGetValue(type, out var pyType)) + // Cached with refcount 1; effectively lives until the CPython runtime is finalised. + if (cache.TryGetValue(type, out var pyType)) return pyType; + // CreateType + cache write must be atomic so two threads do not both allocate. + lock (_cacheCreateLock) { + if (cache.TryGetValue(type, out pyType)) return pyType; pyType = CreateType(type); cache[type] = pyType; + return pyType; } - return pyType; } /// /// Given a managed Type derived from ExtensionType, get the handle to @@ -945,7 +951,7 @@ internal static SlotsHolder CreateSlotsHolder(PyType type) { type = new PyType(type); var holder = new SlotsHolder(type); - _slotsHolders.Add(type, holder); + _slotsHolders[type] = holder; return holder; } } diff --git a/src/runtime/Types/ClassBase.cs b/src/runtime/Types/ClassBase.cs index 3fcb7ca4f..05146877b 100644 --- a/src/runtime/Types/ClassBase.cs +++ b/src/runtime/Types/ClassBase.cs @@ -360,7 +360,7 @@ public static int tp_clear(BorrowedReference ob) if (TryFreeGCHandle(ob)) { IntPtr addr = ob.DangerousGetAddress(); - bool deleted = CLRObject.reflectedObjects.Remove(addr); + bool deleted = CLRObject.reflectedObjects.TryRemove(addr, out _); Debug.Assert(deleted); } @@ -374,7 +374,8 @@ public static int tp_clear(BorrowedReference ob) return 0; } - static readonly HashSet ClearVisited = new(); + // tp_clear re-entrancy guard; per-thread since recursion is intra-stack. + [ThreadStatic] static HashSet? _clearVisited; internal static unsafe int BaseUnmanagedClear(BorrowedReference ob) { @@ -390,12 +391,12 @@ internal static unsafe int BaseUnmanagedClear(BorrowedReference ob) if (clearPtr == TypeManager.subtype_clear) { var addr = ob.DangerousGetAddress(); - if (!ClearVisited.Add(addr)) + var visited = _clearVisited ??= new HashSet(); + if (!visited.Add(addr)) return 0; - int res = clear(ob); - ClearVisited.Remove(addr); - return res; + try { return clear(ob); } + finally { visited.Remove(addr); } } else { diff --git a/src/runtime/Types/ClassDerived.cs b/src/runtime/Types/ClassDerived.cs index 69eba2cc2..526f83d2c 100644 --- a/src/runtime/Types/ClassDerived.cs +++ b/src/runtime/Types/ClassDerived.cs @@ -34,6 +34,7 @@ internal class ClassDerivedObject : ClassObject { private static Dictionary assemblyBuilders; private static Dictionary, ModuleBuilder> moduleBuilders; + private static readonly object _buildersLock = new(); static ClassDerivedObject() { @@ -43,8 +44,13 @@ static ClassDerivedObject() public static void Reset() { - assemblyBuilders = new Dictionary(); - moduleBuilders = new Dictionary, ModuleBuilder>(); + // Atomic replacement of both builder caches so a concurrent + // GetModuleBuilder cannot observe one new + one old. + lock (_buildersLock) + { + assemblyBuilders = new Dictionary(); + moduleBuilders = new Dictionary, ModuleBuilder>(); + } } internal ClassDerivedObject(Type tp) : base(tp) @@ -53,16 +59,21 @@ internal ClassDerivedObject(Type tp) : base(tp) protected override NewReference NewObjectToPython(object obj, BorrowedReference tp) { + // Hold the wrapper across the XDecref/ToPython dance: between the + // tp_dealloc-induced strong→weak demotion and ToPython's re-upgrade, + // the only reference to the CLRObject is the weak handle in the + // slot, so a concurrent .NET GC can collect it and leave inst with + // a null managed object during tp_init. var self = base.NewObjectToPython(obj, tp); - SetPyObj((IPythonDerivedType)obj, self.Borrow()); - // Decrement the python object's reference count. - // This doesn't actually destroy the object, it just sets the reference to this object - // to be a weak reference and it will be destroyed when the C# object is destroyed. + var wrapper = GetManagedObject(self.Borrow()); + Runtime.XDecref(self.Steal()); - return Converter.ToPython(obj, type.Value); + var result = Converter.ToPython(obj, type.Value); + GC.KeepAlive(wrapper); + return result; } protected override void SetTypeNewSlot(BorrowedReference pyType, SlotsHolder slotsHolder) @@ -70,7 +81,7 @@ protected override void SetTypeNewSlot(BorrowedReference pyType, SlotsHolder slo // Python derived types rely on base tp_new and overridden __init__ } - public new static void tp_dealloc(NewReference ob) + public new static unsafe void tp_dealloc(NewReference ob) { var self = (CLRObject?)GetManagedObject(ob.Borrow()); @@ -80,14 +91,35 @@ protected override void SetTypeNewSlot(BorrowedReference pyType, SlotsHolder slo // self may be null after Shutdown begun if (self is not null) { - // The python should now have a ref count of 0, but we don't actually want to - // deallocate the object until the C# object that references it is destroyed. - // So we don't call PyObject_GC_Del here and instead we set the python - // reference to a weak reference so that the C# object can be collected. - GCHandle oldHandle = GetGCHandle(ob.Borrow()); - GCHandle gc = GCHandle.Alloc(self, GCHandleType.Weak); - SetGCHandle(ob.Borrow(), gc); - oldHandle.Free(); + // Python refcount has reached 0 but we do NOT free the PyObject: + // the C# wrapper (via IPythonDerivedType.__pyobj__) may still + // reference it, and a later ToPython() on that wrapper will + // resurrect a strong handle and call _Py_NewReference. + // + // Demote the GCHandle from strong -> weak so the C# wrapper can + // be collected; when it is, PyFinalize enqueues the actual + // PyObject_GC_Del. Until then the slot keeps the wrapper + // reachable from Python -> C# but not the other way. + // + // Interlocked.Exchange: under FT (or .NET-finalizer-thread + // races) tp_clear can hit the same slot. Whichever thread + // observes the original handle frees it; the loser frees the + // weak handle it just allocated. Without the atomic swap both + // threads could see and free the same handle (double-free). + GCHandle weak = GCHandle.Alloc(self, GCHandleType.Weak); + BorrowedReference borrow = ob.Borrow(); + int offset = Util.ReadInt32(Runtime.PyObject_TYPE(borrow), Offsets.tp_clr_inst_offset); + IntPtr* slot = (IntPtr*)(borrow.DangerousGetAddress() + offset); + IntPtr oldRaw = System.Threading.Interlocked.Exchange(ref *slot, (IntPtr)weak); + if (oldRaw != IntPtr.Zero) + ((GCHandle)oldRaw).Free(); + else + { + // tp_clear already cleared the slot; put it back to zero before + // freeing our weak so a later read can't see a dangling handle. + System.Threading.Interlocked.Exchange(ref *slot, IntPtr.Zero); + weak.Free(); + } } } @@ -162,6 +194,24 @@ internal static Type CreateDerivedType(string name, assemblyName = "Python.Runtime.Dynamic"; } + // Reflection.Emit is not thread-safe. + lock (_buildersLock) + { + return CreateDerivedTypeImpl(name, baseType, typeInterfaces, py_dict, assemblyName, moduleName); + } + } + + /// + /// Emits the CLR type for a Python subclass. Must be called under + /// _buildersLock since Reflection.Emit is not thread-safe. + /// + private static Type CreateDerivedTypeImpl(string name, + Type baseType, + IList typeInterfaces, + BorrowedReference py_dict, + string assemblyName, + string moduleName) + { ModuleBuilder moduleBuilder = GetModuleBuilder(assemblyName, moduleName); Type baseClass = baseType; @@ -292,8 +342,14 @@ internal static Type CreateDerivedType(string name, #pragma warning disable CS0618 // PythonDerivedType is for internal use only il.Emit(OpCodes.Call, typeof(PythonDerivedType).GetMethod(nameof(PyFinalize))); #pragma warning restore CS0618 // PythonDerivedType is for internal use only - il.Emit(OpCodes.Ldarg_0); - il.Emit(OpCodes.Call, baseClass.GetMethod("Finalize", BindingFlags.NonPublic | BindingFlags.Instance)); + // Only chain to the base Finalize if it's not another pythonnet-emitted + // type: those already call PyFinalize themselves, which would double-queue + // the same __pyobj__ and trigger PyObject_GC_Del on freed memory. + if (!typeof(IPythonDerivedType).IsAssignableFrom(baseClass)) + { + il.Emit(OpCodes.Ldarg_0); + il.Emit(OpCodes.Call, baseClass.GetMethod("Finalize", BindingFlags.NonPublic | BindingFlags.Instance)); + } il.Emit(OpCodes.Ret); Type type = typeBuilder.CreateType(); @@ -694,33 +750,25 @@ private static void AddPythonProperty(string propertyName, PyObject func, TypeBu private static ModuleBuilder GetModuleBuilder(string assemblyName, string moduleName) { - // find or create a dynamic assembly and module - AppDomain domain = AppDomain.CurrentDomain; - ModuleBuilder moduleBuilder; - - if (moduleBuilders.ContainsKey(Tuple.Create(assemblyName, moduleName))) + var key = Tuple.Create(assemblyName, moduleName); + // Cache check-and-create must be atomic; DefineDynamicAssembly / + // DefineDynamicModule produce duplicate builders under contention. + lock (_buildersLock) { - moduleBuilder = moduleBuilders[Tuple.Create(assemblyName, moduleName)]; - } - else - { - AssemblyBuilder assemblyBuilder; - if (assemblyBuilders.ContainsKey(assemblyName)) - { - assemblyBuilder = assemblyBuilders[assemblyName]; - } - else + if (moduleBuilders.TryGetValue(key, out ModuleBuilder? existing)) + return existing; + + if (!assemblyBuilders.TryGetValue(assemblyName, out AssemblyBuilder? assemblyBuilder)) { - assemblyBuilder = domain.DefineDynamicAssembly(new AssemblyName(assemblyName), - AssemblyBuilderAccess.Run); + assemblyBuilder = AppDomain.CurrentDomain.DefineDynamicAssembly( + new AssemblyName(assemblyName), AssemblyBuilderAccess.Run); assemblyBuilders[assemblyName] = assemblyBuilder; } - moduleBuilder = assemblyBuilder.DefineDynamicModule(moduleName); - moduleBuilders[Tuple.Create(assemblyName, moduleName)] = moduleBuilder; + var moduleBuilder = assemblyBuilder.DefineDynamicModule(moduleName); + moduleBuilders[key] = moduleBuilder; + return moduleBuilder; } - - return moduleBuilder; } } diff --git a/src/runtime/Types/ClrObject.cs b/src/runtime/Types/ClrObject.cs index afa136414..805b72a64 100644 --- a/src/runtime/Types/ClrObject.cs +++ b/src/runtime/Types/ClrObject.cs @@ -1,4 +1,5 @@ using System; +using System.Collections.Concurrent; using System.Collections.Generic; using System.Diagnostics; using System.Runtime.InteropServices; @@ -13,8 +14,8 @@ internal sealed class CLRObject : ManagedType internal static bool creationBlocked = false; - // "borrowed" references - internal static readonly HashSet reflectedObjects = new(); + // "borrowed" references; thread-safe (see ExtensionType.loadedExtensions). + internal static readonly ConcurrentDictionary reflectedObjects = new(); static NewReference Create(object ob, BorrowedReference tp) { if (creationBlocked) @@ -28,7 +29,7 @@ static NewReference Create(object ob, BorrowedReference tp) GCHandle gc = GCHandle.Alloc(self); InitGCHandle(py.Borrow(), type: tp, gc); - bool isNew = reflectedObjects.Add(py.DangerousGetAddress()); + bool isNew = reflectedObjects.TryAdd(py.DangerousGetAddress(), 0); Debug.Assert(isNew); // Fix the BaseException args (and __cause__ in case of Python 3) @@ -73,7 +74,7 @@ protected override void OnLoad(BorrowedReference ob, Dictionary GCHandle gc = GCHandle.Alloc(this); SetGCHandle(ob, gc); - bool isNew = reflectedObjects.Add(ob.DangerousGetAddress()); + bool isNew = reflectedObjects.TryAdd(ob.DangerousGetAddress(), 0); Debug.Assert(isNew); } } diff --git a/src/runtime/Types/ExtensionType.cs b/src/runtime/Types/ExtensionType.cs index 114f2d706..ebdd25dd1 100644 --- a/src/runtime/Types/ExtensionType.cs +++ b/src/runtime/Types/ExtensionType.cs @@ -1,4 +1,5 @@ using System; +using System.Collections.Concurrent; using System.Collections.Generic; using System.Diagnostics; using System.Runtime.InteropServices; @@ -42,14 +43,13 @@ public virtual NewReference Alloc() public PyObject AllocObject() => new(Alloc().Steal()); - // "borrowed" references - internal static readonly HashSet loadedExtensions = new(); + internal static readonly ConcurrentDictionary loadedExtensions = new(); void SetupGc (BorrowedReference ob, BorrowedReference tp) { GCHandle gc = GCHandle.Alloc(this); InitGCHandle(ob, tp, gc); - bool isNew = loadedExtensions.Add(ob.DangerousGetAddress()); + bool isNew = loadedExtensions.TryAdd(ob.DangerousGetAddress(), 0); Debug.Assert(isNew); // We have to support gc because the type machinery makes it very @@ -104,7 +104,7 @@ public static int tp_clear(BorrowedReference ob) if (TryFreeGCHandle(ob)) { - bool deleted = loadedExtensions.Remove(ob.DangerousGetAddress()); + bool deleted = loadedExtensions.TryRemove(ob.DangerousGetAddress(), out _); Debug.Assert(deleted); } diff --git a/src/runtime/Types/ManagedType.cs b/src/runtime/Types/ManagedType.cs index 97a19497c..9632f9fb2 100644 --- a/src/runtime/Types/ManagedType.cs +++ b/src/runtime/Types/ManagedType.cs @@ -230,7 +230,7 @@ internal static void SetGCHandle(BorrowedReference reflectedClrObject, GCHandle internal static bool TryFreeGCHandle(BorrowedReference reflectedClrObject) => TryFreeGCHandle(reflectedClrObject, Runtime.PyObject_TYPE(reflectedClrObject)); - internal static bool TryFreeGCHandle(BorrowedReference reflectedClrObject, BorrowedReference type) + internal static unsafe bool TryFreeGCHandle(BorrowedReference reflectedClrObject, BorrowedReference type) { Debug.Assert(type != null); Debug.Assert(reflectedClrObject != null); @@ -240,13 +240,12 @@ internal static bool TryFreeGCHandle(BorrowedReference reflectedClrObject, Borro int offset = Util.ReadInt32(type, Offsets.tp_clr_inst_offset); Debug.Assert(offset > 0); - IntPtr raw = Util.ReadIntPtr(reflectedClrObject, offset); + // Atomic claim: tp_clear and tp_dealloc may race on the same slot. + IntPtr* slot = (IntPtr*)(reflectedClrObject.DangerousGetAddress() + offset); + IntPtr raw = System.Threading.Interlocked.Exchange(ref *slot, IntPtr.Zero); if (raw == IntPtr.Zero) return false; - var handle = (GCHandle)raw; - handle.Free(); - - Util.WriteIntPtr(reflectedClrObject, offset, IntPtr.Zero); + ((GCHandle)raw).Free(); return true; } diff --git a/src/runtime/Types/ModuleObject.cs b/src/runtime/Types/ModuleObject.cs index e525564b2..c9508aeed 100644 --- a/src/runtime/Types/ModuleObject.cs +++ b/src/runtime/Types/ModuleObject.cs @@ -1,4 +1,5 @@ using System; +using System.Collections.Concurrent; using System.Collections.Generic; using System.Diagnostics; using System.Linq; @@ -13,13 +14,13 @@ namespace Python.Runtime [Serializable] internal class ModuleObject : ExtensionType { - private readonly Dictionary cache = new(); + private readonly ConcurrentDictionary cache = new(); internal string moduleName; internal PyDict dict; protected string _namespace; private readonly PyList __all__ = new (); - private readonly HashSet allNames = new(); + private readonly ConcurrentDictionary allNames = new(); // Attributes to be set on the module according to PEP302 and 451 // by the import machinery. @@ -193,7 +194,7 @@ public void LoadNames() hasValidAttribute = !attrVal.IsNull(); } - if (hasValidAttribute && allNames.Add(name)) + if (hasValidAttribute && allNames.TryAdd(name, 0)) { // if it's a valid attribute, add it to __all__ once. using var pyname = Runtime.PyString_FromString(name); @@ -267,7 +268,7 @@ internal void ResetModuleMembers() } Runtime.PyErr_Clear(); } - cache.Remove(memberName); + cache.TryRemove(memberName, out _); } } diff --git a/src/runtime/Types/ReflectedClrType.cs b/src/runtime/Types/ReflectedClrType.cs index df9b26c29..babdb3a9f 100644 --- a/src/runtime/Types/ReflectedClrType.cs +++ b/src/runtime/Types/ReflectedClrType.cs @@ -25,36 +25,46 @@ internal ReflectedClrType(BorrowedReference original) : base(original) { } /// public static ReflectedClrType GetOrCreate(Type type) { + // Fast path: `cache` holds only fully-initialised types. if (ClassManager.cache.TryGetValue(type, out var pyType)) - { return pyType; - } - try + // Shared with ClassManager.cache + TypeManager._slotsHolders writes + // so the multi-step type build below is atomic. + lock (ClassManager._cacheCreateLock) { - // Ensure, that matching Python type exists first. - // It is required for self-referential classes - // (e.g. with members, that refer to the same class) - pyType = AllocateClass(type); - ClassManager.cache.Add(type, pyType); - - var impl = ClassManager.CreateClass(type); + // Re-check now that we hold the lock; another thread may have finished. + if (ClassManager.cache.TryGetValue(type, out pyType)) + return pyType; + // Reentrant call from the same thread (self-referential class) sees the + // partial type that the outer frame allocated. + if (ClassManager._inProgressCache.TryGetValue(type, out pyType)) + return pyType; + + try + { + pyType = AllocateClass(type); + ClassManager._inProgressCache[type] = pyType; - TypeManager.InitializeClassCore(type, pyType, impl); + var impl = ClassManager.CreateClass(type); + TypeManager.InitializeClassCore(type, pyType, impl); + ClassManager.InitClassBase(type, impl, pyType); + TypeManager.InitializeClass(pyType, impl, type); - ClassManager.InitClassBase(type, impl, pyType); + // Publish the completed type so the fast path can see it. + ClassManager.cache[type] = pyType; + } + catch (Exception e) + { + throw new InternalPythonnetException($"Failed to create Python type for {type.FullName}", e); + } + finally + { + ClassManager._inProgressCache.Remove(type); + } - // Now we force initialize the Python type object to reflect the given - // managed type, filling the Python type slots with thunks that - // point to the managed methods providing the implementation. - TypeManager.InitializeClass(pyType, impl, type); - } - catch (Exception e) - { - throw new InternalPythonnetException($"Failed to create Python type for {type.FullName}", e); + return pyType; } - - return pyType; } internal void Restore(Dictionary context) diff --git a/src/runtime/Util/GenericUtil.cs b/src/runtime/Util/GenericUtil.cs index 907a3a616..f818d610f 100644 --- a/src/runtime/Util/GenericUtil.cs +++ b/src/runtime/Util/GenericUtil.cs @@ -12,13 +12,18 @@ namespace Python.Runtime internal static class GenericUtil { /// - /// Maps namespace -> generic base name -> list of generic type names + /// Maps namespace -> generic base name -> list of generic type names. /// + // Lock: nested Dict/List mutations cannot be expressed with ConcurrentDictionary alone. private static Dictionary>> mapping = new(); + private static readonly object _lock = new(); public static void Reset() { - mapping = new Dictionary>>(); + lock (_lock) + { + mapping = new Dictionary>>(); + } } /// @@ -32,18 +37,21 @@ internal static void Register(Type t) return; } - if (!mapping.TryGetValue(t.Namespace, out var nsmap)) - { - nsmap = new Dictionary>(); - mapping[t.Namespace] = nsmap; - } - string basename = GetBasename(t.Name); - if (!nsmap.TryGetValue(basename, out var gnames)) + lock (_lock) { - gnames = new List(); - nsmap[basename] = gnames; + if (!mapping.TryGetValue(t.Namespace, out var nsmap)) + { + nsmap = new Dictionary>(); + mapping[t.Namespace] = nsmap; + } + string basename = GetBasename(t.Name); + if (!nsmap.TryGetValue(basename, out var gnames)) + { + gnames = new List(); + nsmap[basename] = gnames; + } + gnames.Add(t.Name); } - gnames.Add(t.Name); } /// @@ -51,11 +59,14 @@ internal static void Register(Type t) /// public static List? GetGenericBaseNames(string ns) { - if (mapping.TryGetValue(ns, out var nsmap)) + lock (_lock) { - return nsmap.Keys.ToList(); + if (mapping.TryGetValue(ns, out var nsmap)) + { + return nsmap.Keys.ToList(); + } + return null; } - return null; } /// @@ -71,19 +82,24 @@ internal static void Register(Type t) /// public static Type? GenericByName(string ns, string basename, int paramCount) { - if (mapping.TryGetValue(ns, out var nsmap)) + // Snapshot under lock; AssemblyManager below can reenter Register. + string[]? candidates = null; + lock (_lock) + { + if (mapping.TryGetValue(ns, out var nsmap) + && nsmap.TryGetValue(GetBasename(basename), out var names)) + { + candidates = names.ToArray(); + } + } + if (candidates == null) return null; + foreach (string name in candidates) { - if (nsmap.TryGetValue(GetBasename(basename), out var names)) + string qname = $"{ns}.{name}"; + Type o = AssemblyManager.LookupTypes(qname).FirstOrDefault(); + if (o != null && o.GetGenericArguments().Length == paramCount) { - foreach (string name in names) - { - string qname = $"{ns}.{name}"; - Type o = AssemblyManager.LookupTypes(qname).FirstOrDefault(); - if (o != null && o.GetGenericArguments().Length == paramCount) - { - return o; - } - } + return o; } } return null; @@ -94,15 +110,16 @@ internal static void Register(Type t) /// public static string? GenericNameForBaseName(string ns, string name) { - if (mapping.TryGetValue(ns, out var nsmap)) + lock (_lock) { - nsmap.TryGetValue(name, out var gnames); - if (gnames?.Count > 0) + if (mapping.TryGetValue(ns, out var nsmap) + && nsmap.TryGetValue(name, out var gnames) + && gnames.Count > 0) { return gnames[0]; } + return null; } - return null; } private static string GetBasename(string name) diff --git a/src/runtime/Util/PythonEnvironment.cs b/src/runtime/Util/PythonEnvironment.cs index b1ebc7fa5..c09cc192d 100644 --- a/src/runtime/Util/PythonEnvironment.cs +++ b/src/runtime/Util/PythonEnvironment.cs @@ -132,7 +132,12 @@ private static Dictionary TryParse(string venvCfg) private static string? FindLibPythonInHome(string home, Version version) { - var libPythonName = GetDefaultDllName(version); + // Probe both — pyvenv.cfg's version field doesn't distinguish free-threaded. + var libPythonNames = new[] + { + GetDefaultDllName(version), + GetDefaultDllName(version, freeThreaded: true), + }; List pathsToCheck = new(); if (RuntimeInformation.IsOSPlatform(OSPlatform.Linux)) @@ -155,7 +160,7 @@ private static Dictionary TryParse(string venvCfg) } return pathsToCheck - .Select(path => Path.Combine(home, path, libPythonName)) + .SelectMany(path => libPythonNames.Select(name => Path.Combine(home, path, name))) .FirstOrDefault(File.Exists); } @@ -171,13 +176,15 @@ private static string ProgramNameFromPath(string path) } } - internal static string GetDefaultDllName(Version version) + internal static string GetDefaultDllName(Version version, bool freeThreaded = false) { string prefix = RuntimeInformation.IsOSPlatform(OSPlatform.Windows) ? "" : "lib"; + string ftSuffix = freeThreaded ? "t" : ""; + string suffix = RuntimeInformation.IsOSPlatform(OSPlatform.Windows) - ? Invariant($"{version.Major}{version.Minor}") - : Invariant($"{version.Major}.{version.Minor}"); + ? Invariant($"{version.Major}{version.Minor}{ftSuffix}") + : Invariant($"{version.Major}.{version.Minor}{ftSuffix}"); string ext = RuntimeInformation.IsOSPlatform(OSPlatform.Windows) ? ".dll" : RuntimeInformation.IsOSPlatform(OSPlatform.OSX) ? ".dylib" diff --git a/src/testing/threadtest.cs b/src/testing/threadtest.cs index 3c137df4e..219084575 100644 --- a/src/testing/threadtest.cs +++ b/src/testing/threadtest.cs @@ -9,6 +9,7 @@ namespace Python.Test public class ThreadTest { private static PyObject module; + private static readonly object _moduleLock = new(); private static string testmod = "import clr\n" + @@ -31,9 +32,10 @@ public static string CallEchoString(string arg) { using (Py.GIL()) { - if (module == null) + lock (_moduleLock) { - module = PyModule.FromString("tt", testmod); + if (module == null) + module = PyModule.FromString("tt", testmod); } PyObject func = module.GetAttr("echostring"); var parg = new PyString(arg); @@ -50,9 +52,10 @@ public static string CallEchoString2(string arg) { using (Py.GIL()) { - if (module == null) + lock (_moduleLock) { - module = PyModule.FromString("tt", testmod); + if (module == null) + module = PyModule.FromString("tt", testmod); } PyObject func = module.GetAttr("echostring2"); diff --git a/tests/test_subclass.py b/tests/test_subclass.py index c6ab7650f..a45963fbd 100644 --- a/tests/test_subclass.py +++ b/tests/test_subclass.py @@ -338,6 +338,34 @@ class OverloadingSubclass2(OverloadingSubclass): obj = OverloadingSubclass2() assert obj.VirtMethod[int](5) == 5 + +def test_nested_namespaced_subclass_finalize_no_double_queue(): + """A Python subclass derived from a Python subclass with __namespace__ on + both must not double-queue PyFinalize when GC'd. + + Each level emits a CLR type with a Finalize() that called PyFinalize(this) + and chained to the base's Finalize(). Chaining through another emitted + base ran PyFinalize twice for the same __pyobj__, so PythonDerivedType.Finalize + saw the same handle twice in the queue and called PyObject_GC_Del on freed + memory. Reliably reproduced under Mono in CI during #2721 development + CoreCLR happened to mask it via GC timing. + """ + from System import Object + class Base(Object): + __namespace__ = "test_nested_namespaced_subclass_finalize" + class Derived(Base): + __namespace__ = "test_nested_namespaced_subclass_finalize" + + Derived() # only the deepest level triggers the double-queue + + import gc + gc.collect() + + # Touch CLR namespace state — would crash inside PyType_GenericAlloc / + # PyObject_GC_Del if the previous finalize double-freed. + import System + list(System.__all__) + def test_implement_interface_and_class(): class DualSubClass0(ISayHello1, SimpleClass): __namespace__ = "Test" diff --git a/tests/test_thread.py b/tests/test_thread.py index 909c71f1c..91d405c63 100644 --- a/tests/test_thread.py +++ b/tests/test_thread.py @@ -2,13 +2,21 @@ """Test CLR bridge threading and GIL handling.""" +import sys import threading import time +import pytest + import _thread as thread from .utils import dprint +def _gil_enabled(): + """True on every CPython that has a GIL. Always True before 3.13.""" + return getattr(sys, "_is_gil_enabled", lambda: True)() + + def test_simple_callback_to_python(): """Test a call to managed code that then calls back into Python.""" from Python.Test import ThreadTest @@ -46,13 +54,299 @@ def run_thread(): done.append(None) dprint("thread %s %d done" % (thread.get_ident(), i)) - def start_threads(count): - for _ in range(count): - thread_ = threading.Thread(target=run_thread) - thread_.start() - - start_threads(5) + threads = [threading.Thread(target=run_thread) for _ in range(5)] + for t in threads: + t.start() while len(done) < 50: dprint(len(done)) time.sleep(0.1) + + # Join the workers so they cannot outlive this test and fire + # threading.excepthook from background activity (visible under FT). + for t in threads: + t.join() + + +# Free-threaded / refcount tests below. Run on every interpreter; the GIL +# builds exercise the same code paths in single-threaded form while the FT +# builds (Py_GIL_DISABLED) actually stress the concurrent paths. + + +def test_runtime_refcount_matches_sys_getrefcount(): + """Refcount tracks sys.getrefcount on both GIL and FT builds.""" + obj = object() + rc_before = sys.getrefcount(obj) + extra = [obj, obj, obj] + assert sys.getrefcount(obj) - rc_before == 3 + del extra + + +def test_is_gil_enabled_attribute_present_on_3_13_plus(): + """sys._is_gil_enabled is present from 3.13 — used by ABI.DetectFreeThreaded.""" + if sys.version_info < (3, 13): + assert not hasattr(sys, "_is_gil_enabled") + else: + assert isinstance(sys._is_gil_enabled(), bool) + + +def test_module_dunder_all_added_once(): + """Module.__all__ adds each name exactly once. + + Exercises ModuleObject.allNames (ConcurrentDictionary) — the per-name + "have we surfaced this in __all__ yet" guard. A torn HashSet would let + duplicates slip through here on free-threaded builds. + """ + import System + + names = list(System.__all__) + assert len(names) == len(set(names)) + + +def _run_in_threads(target, n_threads, *args, **kwargs): + """Run target() in n_threads threads, return results in start order, raise on first error.""" + results = [None] * n_threads + errors = [None] * n_threads + + def worker(i): + try: + results[i] = target(i, *args, **kwargs) + except BaseException as e: + errors[i] = e + + threads = [threading.Thread(target=worker, args=(i,)) for i in range(n_threads)] + for t in threads: + t.start() + for t in threads: + t.join() + for e in errors: + if e is not None: + raise e + return results + + +def test_concurrent_clr_method_calls(): + """Concurrent CLR method invocation across threads.""" + from Python.Test import ThreadTest + + def call(_): + return [ThreadTest.CallEchoString("ping") for _ in range(200)] + + for r in _run_in_threads(call, n_threads=8): + assert all(x == "ping" for x in r) + + +def test_concurrent_attribute_access(): + """Concurrent attribute access — exercises the ConcurrentDictionary InternString cache.""" + import System + from System.Collections.Generic import List + + def access(_): + for _ in range(500): + _ = System.String.Empty + _ = System.Int32.MaxValue + _ = List[int] + _ = List[str] + return True + + assert all(_run_in_threads(access, n_threads=8)) + + +def test_concurrent_module_attribute_access(): + """Concurrent CLR-namespace attribute access — exercises ModuleObject.cache. + + Each lookup of `System.X` either hits ModuleObject.cache or populates it + on first miss. A plain Dictionary tore on simultaneous TryGetValue/Add + from multiple threads; the test reads many distinct names per worker. + """ + import System + + names = ( + "String", "Int32", "Int64", "Double", "Boolean", "Object", + "DateTime", "TimeSpan", "Type", "Array", "Console", "Math", + ) + + def lookup(_): + for _ in range(200): + for n in names: + getattr(System, n) + return True + + assert all(_run_in_threads(lookup, n_threads=8)) + + +@pytest.mark.skipif(_gil_enabled(), reason="Only meaningful on free-threaded Python (Py_GIL_DISABLED).") +def test_concurrent_clr_object_creation(): + """Concurrent CLR object alloc/free — exercises reflectedObjects + loadedExtensions. + + FT-only: under the GIL this high-contention pattern hits a pre-existing + pythonnet crash (also reproducible on master) outside this branch's scope. + """ + from System.Collections.Generic import List + + LI = List[int] + + def make_lists(_): + for _ in range(200): + l = LI() + for j in range(5): + l.Add(j) + assert l.Count == 5 + return True + + assert all(_run_in_threads(make_lists, n_threads=8)) + + +@pytest.mark.skipif(_gil_enabled(), reason="Only meaningful on free-threaded Python (Py_GIL_DISABLED).") +def test_concurrent_python_subclass_of_clr_type(): + """Concurrent dynamic-subclass creation — exercises ClassDerived's builder lock. + + FT-only because the GIL-build code path triggers a pre-existing CLR + object lifecycle crash under high contention. + """ + import System + + def derive(i): + cls = type(f"Derived_{i}_{threading.get_ident()}", (System.Object,), {}) + cls() + return cls.__name__ + + names = _run_in_threads(derive, n_threads=8) + assert len(set(names)) == len(names) + + +@pytest.mark.skipif(_gil_enabled(), reason="Only meaningful on free-threaded Python (Py_GIL_DISABLED).") +def test_concurrent_delegate_creation(): + """Concurrent CLR delegate dispatcher creation — exercises DelegateManager. + + Each new (delegate-type, callable) pair runs Reflection.Emit to build a + dispatcher subclass. Without a lock, concurrent DefineType raises + "Duplicate type name within an assembly" or corrupts the IL stream. + + FT-only because high-rate Reflection.Emit interacts badly with the + CPython 3.11/3.12/3.13 GIL-build GC under cumulative test state + (same pre-existing crash as test_concurrent_clr_object_creation). + """ + from Python.Runtime import PythonEngine + handler = PythonEngine.ShutdownHandler + + def build(_): + for _ in range(50): + handler(lambda: None) + return True + + assert all(_run_in_threads(build, n_threads=8)) + + +@pytest.mark.skipif(_gil_enabled(), reason="Only meaningful on free-threaded Python (Py_GIL_DISABLED).") +def test_concurrent_clr_delegate_invocation_from_python(): + """Python callables wrapped as distinct CLR delegate types, invoked concurrently. + + Real-world: QuantConnect/Lean and similar embedders pass Python callables + where C# expects a delegate; under FT the dispatcher emit + Invoke run from + multiple threads. Hits DelegateManager.GetDispatcher (Reflection.Emit lock) + and Dispatcher.Dispatch (Py.GIL reacquisition). + """ + from Python.Test import ( + PublicDelegate, StringDelegate, BoolDelegate, + ) + + delegates = ( + PublicDelegate(lambda: None), + StringDelegate(lambda: "ok"), + BoolDelegate(lambda: True), + ) + + def fire(i): + d = delegates[i % len(delegates)] + for _ in range(200): + d() + return True + + assert all(_run_in_threads(fire, n_threads=8)) + + +@pytest.mark.skipif(_gil_enabled(), reason="Only meaningful on free-threaded Python (Py_GIL_DISABLED).") +def test_concurrent_generic_type_binding(): + """Concurrent `Dictionary[K, V]` with many distinct type-arg pairs. + + Real-world: pythonnet/pythonnet#2269, #1407, #821 — concurrent ToPython / + GenericByName from N threads. Exercises ClassManager.cache, + TypeManager.cache, GenericUtil.mapping, and the generic-type binding + fast path together. + + FT-only: the cumulative state under the full pytest suite trips the same + pre-existing CPython 3.11/3.12/3.13 GIL-build crash that gates the other + high-contention tests in this file. + """ + from System import Int32, Int64, String, Double, Single, Byte + from System.Collections.Generic import Dictionary, List + + arg_types = (Int32, Int64, String, Double, Single, Byte) + pairs = [(k, v) for k in arg_types for v in arg_types] + + def bind(_): + for _ in range(50): + for k, v in pairs: + _ = Dictionary[k, v] + _ = List[k] + return True + + assert all(_run_in_threads(bind, n_threads=8)) + + +@pytest.mark.skipif(_gil_enabled(), reason="Only meaningful on free-threaded Python (Py_GIL_DISABLED).") +def test_concurrent_shutdown_handler_register(): + """Concurrent AddShutdownHandler/RemoveShutdownHandler — exercises ShutdownHandlers list. + + FT-only because Python<->CLR delegate marshalling at this rate trips + the same pre-existing CPython 3.11/3.12/3.13 GIL-build crash as the + other high-contention tests in this file. + """ + from Python.Runtime import PythonEngine + + handlers = [PythonEngine.ShutdownHandler(lambda: None) for _ in range(32)] + + def churn(i): + h = handlers[i % len(handlers)] + for _ in range(500): + PythonEngine.AddShutdownHandler(h) + PythonEngine.RemoveShutdownHandler(h) + return True + + assert all(_run_in_threads(churn, n_threads=8)) + + +@pytest.mark.skipif(_gil_enabled(), reason="Only meaningful on free-threaded Python (Py_GIL_DISABLED).") +def test_concurrent_gc_collect_on_clr_cycles(): + """Concurrent gc.collect on cyclic CLR-derived objects — exercises + ClassBase.ClearVisited + ManagedType.TryFreeGCHandle atomic slot. + + Each worker builds short cycles holding a Python subclass of System.Object, + then calls gc.collect() while other workers do the same. Hits the + tp_clear/tp_dealloc race path on the per-object GCHandle slot. + + Also covers ClassDerivedObject.tp_dealloc's strong→weak slot demotion + and MethodBinder.GetMethods lazy-init: a torn slot or torn init both + surface as "No method matches given arguments for Cycle..ctor". + """ + import gc + import System + + class Cycle(System.Object): + __namespace__ = "test_concurrent_gc_collect_on_clr_cycles" + + def churn(_): + # Sporadic repro is intentional: the NewObjectToPython race only fires + # when .NET GC happens to fire during construction. Across the CI + # matrix this catches regressions reliably without the heavyweight + # CLR GC.Collect that deadlocks Mono on x64 Ubuntu. + for _ in range(100): + a, b = Cycle(), Cycle() + a.peer = b + b.peer = a + del a, b + gc.collect() + return True + + assert all(_run_in_threads(churn, n_threads=8)) From 24cbcb17de1044980f4f28777271474c00c07e7b Mon Sep 17 00:00:00 2001 From: Benedikt Reinartz Date: Sun, 20 Sep 2026 13:35:15 +0200 Subject: [PATCH 06/14] Drop macos x86_64 from CI as Homebrew dropped it --- .github/workflows/main.yml | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index a42bcbe85..bae02377f 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -36,15 +36,10 @@ jobs: instance: ubuntu-22.04-arm suffix: "" - - category: macos - platform: x64 - instance: macos-15 - suffix: -macos-x86_64-none - - category: macos platform: arm64 instance: macos-15 - suffix: -macos-aarch64-none + suffix: "" python: ["3.11", "3.12", "3.13", "3.14", "3.14t", "3.15", "3.15t"] From 03e5ee633ecac27a11aa0af03293219d460626d6 Mon Sep 17 00:00:00 2001 From: Benedikt Reinartz Date: Sun, 20 Sep 2026 13:41:32 +0200 Subject: [PATCH 07/14] Fix nuget preview package build --- .github/workflows/nuget-preview.yml | 25 ++++++++++--------------- 1 file changed, 10 insertions(+), 15 deletions(-) diff --git a/.github/workflows/nuget-preview.yml b/.github/workflows/nuget-preview.yml index f7c633b4f..ec39c8d8a 100644 --- a/.github/workflows/nuget-preview.yml +++ b/.github/workflows/nuget-preview.yml @@ -10,7 +10,7 @@ jobs: name: Release Preview runs-on: ubuntu-latest environment: NuGet - timeout-minutes: 10 + timeout-minutes: 30 env: PYTHONNET_SHUTDOWN_MODE: Normal @@ -26,25 +26,20 @@ jobs: - name: Setup .NET uses: actions/setup-dotnet@v6 with: - dotnet-version: '6.0.x' + dotnet-version: '10.0.x' - - name: Set up Python 3.8 - uses: actions/setup-python@v7 + - name: Set up Python 3.11 + uses: astral-sh/setup-uv@v7 with: - python-version: 3.8 - architecture: x64 + python-version: cpython-3.11 + cache-python: true + activate-environment: true + enable-cache: true - name: Install dependencies - run: | - pip install --upgrade -r requirements.txt - pip install numpy # for tests - - - name: Build and Install - run: | - pip install -v . + run: uv sync --managed-python - - name: Set Python DLL path (non Windows) - if: ${{ matrix.os != 'windows' }} + - name: Set Python DLL path run: | echo PYTHONNET_PYDLL=$(python -m find_libpython) >> $GITHUB_ENV From b79b58a7c4be5d6c2be89fd4574e401d4d028ea0 Mon Sep 17 00:00:00 2001 From: Benedikt Reinartz Date: Sun, 20 Sep 2026 14:31:28 +0200 Subject: [PATCH 08/14] Update changelog and adjust docs --- CHANGELOG.md | 15 ++ doc/source/index.rst | 5 +- doc/source/python.rst | 2 +- doc/source/threading.rst | 11 +- pyproject.toml | 1 - uv.lock | 331 +++++++++++---------------------------- 6 files changed, 117 insertions(+), 248 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 43e8c4f8a..e8c309317 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,10 +9,25 @@ This document follows the conventions laid out in [Keep a CHANGELOG][]. ### Added +- Support for Python 3.15 (#2729) +- Support for free-threaded Python 3.14 (`Py_GIL_DISABLED`) (#2721) +- Threading documentation covering GIL ownership, managed threads, and + free-threaded Python (#2721) + ### Changed +- Raise the minimum supported Python version from 3.10 to 3.11 (#2729) +- Make runtime caches and CLR type binding safe for concurrent access (#2721) +- Migrate the Visual Studio solution to the `.slnx` format (#2733) +- Update GitHub Actions dependencies (#2739) + ### Fixed +- Fix races in finalization, buffer disposal, assembly path updates, and + Python subclass creation (#2721) +- Fix method binding initialization when methods are first accessed (#2721) +- Fix wheel and NuGet preview package builds + ## 3.1.0 - 2026-05-23 ### Added diff --git a/doc/source/index.rst b/doc/source/index.rst index 120385426..d906f363e 100644 --- a/doc/source/index.rst +++ b/doc/source/index.rst @@ -23,8 +23,9 @@ speeds for Python code. If you are interested in a pure managed-code implementation of the Python language, you should check out the `IronPython`_ project. -Python.NET is currently compatible and tested with Python releases from 3.7 -onwards. +Python.NET is currently compatible and tested with Python releases 3.11 +through 3.15. Free-threaded CPython is supported starting with Python 3.14; +see :doc:`threading` for the threading and GIL guidance. Current releases are available on `PyPi `_ and `Nuget.org `_. diff --git a/doc/source/python.rst b/doc/source/python.rst index d39081eba..2fb01ad92 100644 --- a/doc/source/python.rst +++ b/doc/source/python.rst @@ -481,7 +481,7 @@ Python idioms: name = item.GetName() Using Context Managers (IDisposable) -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .NET types that implement ``IDisposable`` can be used with Python's context manager protocol using the standard ``with`` statement. This automatically calls the object's diff --git a/doc/source/threading.rst b/doc/source/threading.rst index c3e61d691..02f7bc91a 100644 --- a/doc/source/threading.rst +++ b/doc/source/threading.rst @@ -3,8 +3,10 @@ Threading This page explains how Python.NET interacts with the Python Global Interpreter Lock (GIL) and with managed threads, and what guarantees the runtime makes -when your code is multi-threaded. It covers both classic CPython builds and -the free-threaded build introduced in CPython 3.13 (``Py_GIL_DISABLED``). +when your code is multi-threaded. It covers classic CPython builds for Python +3.11 through 3.15 and the free-threaded builds introduced in CPython 3.13 +(``Py_GIL_DISABLED``). Python.NET supports free-threaded CPython starting with +Python 3.14. The model in one paragraph -------------------------- @@ -180,17 +182,18 @@ If you start a managed thread while holding the GIL and the thread needs to call back into Python, release the GIL first so the new thread can acquire it:: + IntPtr threadState; using (Py.GIL()) { var pyCallback = scope.Get("on_done"); - PythonEngine.BeginAllowThreads(); // let workers acquire the GIL + threadState = PythonEngine.BeginAllowThreads(); // let workers acquire the GIL try { // spawn workers, wait for them... } finally { - PythonEngine.EndAllowThreads(...); + PythonEngine.EndAllowThreads(threadState); } } diff --git a/pyproject.toml b/pyproject.toml index db1fb1eb6..8bb80460d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,7 +20,6 @@ classifiers = [ "Intended Audience :: Developers", "Programming Language :: C#", "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming 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call has succeeded, eg if an encoder's TryEncode throws, or if calling enumerator.Current throws. Previously the exception was never converted to a Python exception making it uncatchable even instead, so Python code could not catch it, not even using except BaseException - MethodBinder.Invoke guarded only the invocation, and converted the result and out parameters after its try/catch - Iterator.tp_iternext guarded MoveNext but not Current or the conversion of the item - ArrayObject indexing converted items with no guard at all Each now reports the failure through Exceptions.SetError, as the existing catch already does for the call itself. Property and field getters already convert inside their try and are unchanged. --- src/embed_tests/TestConversionErrors.cs | 104 ++++++++++++++++++++++++ src/runtime/MethodBinder.cs | 65 +++++++++------ src/runtime/Types/ArrayObject.cs | 19 ++++- src/runtime/Types/Iterator.cs | 14 +++- 4 files changed, 171 insertions(+), 31 deletions(-) create mode 100644 src/embed_tests/TestConversionErrors.cs diff --git a/src/embed_tests/TestConversionErrors.cs b/src/embed_tests/TestConversionErrors.cs new file mode 100644 index 000000000..a3ee43e7d --- /dev/null +++ b/src/embed_tests/TestConversionErrors.cs @@ -0,0 +1,104 @@ +using System; +using System.Collections; +using System.Collections.Generic; + +using NUnit.Framework; + +using Python.Runtime; + +namespace Python.EmbeddingTest +{ + /// + /// A failure while converting a CLR value for Python has to surface as a + /// Python exception that Python code can catch, rather than as a CLR exception + /// unwinding through the interpreter. + /// + public class TestConversionErrors + { + internal const string Failure = "conversion failed on purpose"; + + [SetUp] + public void SetUp() => PyObjectConversions.RegisterEncoder(new FailingConversionEncoder()); + + [TearDown] + public void TearDown() => PyObjectConversions.Reset(); + + [TestCase("host.Method()", TestName = "MethodReturn")] + [TestCase("host.OutParam(None)", TestName = "OutParameterAndReturn")] + [TestCase("host.OutOnly(None)", TestName = "OutParameterOnly")] + [TestCase("list(host.Iterate())", TestName = "IteratorItem")] + [TestCase("host.Array1[0]", TestName = "ArrayItem")] + [TestCase("host.Array2[0, 0]", TestName = "MultidimensionalArrayItem")] + [TestCase("host[0]", TestName = "IndexerResult")] + public void ConversionFailureIsCatchableInPython(string expression) + { + Assert.That(CaughtInPython(expression), Does.Contain(Failure)); + } + + [Test] + public void ThrowingCurrentIsCatchableInPython() + { + Assert.That( + CaughtInPython("list(host.ThrowingEnumerable())"), + Does.Contain(ThrowingCurrentEnumerator.Message)); + } + + /// + /// Evaluates inside a Python try/except and + /// returns what Python caught. If the failure escapes Python instead, the + /// call throws and the test fails. + /// + static string CaughtInPython(string expression) + { + using var scope = Py.CreateScope(); + scope.Set("host", new ConversionErrorHost()); + scope.Exec($@" +def attempt(): + try: + {expression} + except Exception as e: + return str(e) + return 'nothing raised' +"); + return scope.Eval("attempt()"); + } + } + + public class UnconvertibleValue { } + + class FailingConversionEncoder : IPyObjectEncoder + { + public bool CanEncode(Type type) => type == typeof(UnconvertibleValue); + + public PyObject TryEncode(object value) => + throw new InvalidOperationException(TestConversionErrors.Failure); + } + + /// Hands an unconvertible value to Python through each boundary. + public class ConversionErrorHost + { + public UnconvertibleValue Method() => new(); + public int OutParam(out UnconvertibleValue value) { value = new(); return 1; } + public void OutOnly(out UnconvertibleValue value) => value = new(); + public IEnumerable Iterate() { yield return new(); } + public UnconvertibleValue[] Array1 = { new() }; + public UnconvertibleValue[,] Array2 = { { new() } }; + public UnconvertibleValue this[int index] => new(); + public IEnumerable ThrowingEnumerable() => new ThrowingCurrentEnumerable(); + } + + class ThrowingCurrentEnumerable : IEnumerable + { + public IEnumerator GetEnumerator() => new ThrowingCurrentEnumerator(); + } + + class ThrowingCurrentEnumerator : IEnumerator + { + public const string Message = "Current failed on purpose"; + bool _moved; + + public object Current => throw new InvalidOperationException(Message); + public bool MoveNext() => !_moved && (_moved = true); + public void Reset() => _moved = false; + } +} diff --git a/src/runtime/MethodBinder.cs b/src/runtime/MethodBinder.cs index 383d0bf49..9beb9a056 100644 --- a/src/runtime/MethodBinder.cs +++ b/src/runtime/MethodBinder.cs @@ -964,43 +964,54 @@ internal virtual NewReference Invoke(BorrowedReference inst, BorrowedReference a var returnType = binding.info.IsConstructor ? typeof(void) : ((MethodInfo)binding.info).ReturnType; - if (binding.outs > 0) + // Converting the results can fail too - a type refused by an + // IClrTypeFilter, for one - and that must become a Python exception + // rather than a CLR exception unwinding through the interpreter + try { - ParameterInfo[] pi = binding.info.GetParameters(); - int c = pi.Length; - var n = 0; - - bool isVoid = returnType == typeof(void); - int tupleSize = binding.outs + (isVoid ? 0 : 1); - using var t = Runtime.PyTuple_New(tupleSize); - if (!isVoid) + if (binding.outs > 0) { - using var v = Converter.ToPython(result, returnType); - Runtime.PyTuple_SetItem(t.Borrow(), n, v.Steal()); - n++; - } - - for (var i = 0; i < c; i++) - { - Type pt = pi[i].ParameterType; - if (pt.IsByRef) + ParameterInfo[] pi = binding.info.GetParameters(); + int c = pi.Length; + var n = 0; + + bool isVoid = returnType == typeof(void); + int tupleSize = binding.outs + (isVoid ? 0 : 1); + using var t = Runtime.PyTuple_New(tupleSize); + if (!isVoid) { - using var v = Converter.ToPython(binding.args[i], pt.GetElementType()); + using var v = Converter.ToPython(result, returnType); Runtime.PyTuple_SetItem(t.Borrow(), n, v.Steal()); n++; } - } - if (binding.outs == 1 && returnType == typeof(void)) - { - BorrowedReference item = Runtime.PyTuple_GetItem(t.Borrow(), 0); - return new NewReference(item); + for (var i = 0; i < c; i++) + { + Type pt = pi[i].ParameterType; + if (pt.IsByRef) + { + using var v = Converter.ToPython(binding.args[i], pt.GetElementType()); + Runtime.PyTuple_SetItem(t.Borrow(), n, v.Steal()); + n++; + } + } + + if (binding.outs == 1 && returnType == typeof(void)) + { + BorrowedReference item = Runtime.PyTuple_GetItem(t.Borrow(), 0); + return new NewReference(item); + } + + return new NewReference(t.Borrow()); } - return new NewReference(t.Borrow()); + return Converter.ToPython(result, returnType); + } + catch (Exception e) + { + Exceptions.SetError(e); + return default; } - - return Converter.ToPython(result, returnType); } } diff --git a/src/runtime/Types/ArrayObject.cs b/src/runtime/Types/ArrayObject.cs index f220d53fb..54b6208ea 100644 --- a/src/runtime/Types/ArrayObject.cs +++ b/src/runtime/Types/ArrayObject.cs @@ -191,7 +191,7 @@ public static NewReference mp_subscript(BorrowedReference ob, BorrowedReference value = items.GetValue(index); - return Converter.ToPython(value, itemType); + return ItemToPython(value, itemType); } // Multi-dimensional arrays can be indexed a la: list[1, 2, 3]. @@ -238,7 +238,22 @@ public static NewReference mp_subscript(BorrowedReference ob, BorrowedReference value = items.GetValue(indices); - return Converter.ToPython(value, itemType); + return ItemToPython(value, itemType); + } + + // The conversion can throw - for a type refused by an IClrTypeFilter, say - + // and that must become a Python exception rather than unwinding through it + static NewReference ItemToPython(object? value, Type itemType) + { + try + { + return Converter.ToPython(value, itemType); + } + catch (Exception e) + { + Exceptions.SetError(e); + return default; + } } diff --git a/src/runtime/Types/Iterator.cs b/src/runtime/Types/Iterator.cs index 49145d2c3..e009ca841 100644 --- a/src/runtime/Types/Iterator.cs +++ b/src/runtime/Types/Iterator.cs @@ -42,8 +42,18 @@ public static NewReference tp_iternext(BorrowedReference ob) Exceptions.SetError(e); return default; } - object item = self.iter.Current; - return Converter.ToPython(item, self.elemType); + // Current and the conversion can both throw - the latter for a type + // refused by an IClrTypeFilter - and must not unwind through Python + try + { + object item = self.iter.Current; + return Converter.ToPython(item, self.elemType); + } + catch (Exception e) + { + Exceptions.SetError(e); + return default; + } } public static NewReference tp_iter(BorrowedReference ob) => new (ob); From 72df9aeb618fdba80d3514518f3ecf3883115155 Mon Sep 17 00:00:00 2001 From: Benedikt Reinartz Date: Fri, 25 Sep 2026 15:02:14 +0200 Subject: [PATCH 11/14] Second release candidate for 3.2.0 --- CHANGELOG.md | 1 + version.txt | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index e8c309317..593a0b93f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -27,6 +27,7 @@ This document follows the conventions laid out in [Keep a CHANGELOG][]. Python subclass creation (#2721) - Fix method binding initialization when methods are first accessed (#2721) - Fix wheel and NuGet preview package builds +- Python exception raised on conversion failure (#2741) ## 3.1.0 - 2026-05-23 diff --git a/version.txt b/version.txt index 3178e832a..d9f9184c7 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -3.2.0-rc1 +3.2.0-rc2 From 33b9fd2030267b45316cd1c76097eabcd73638cc Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 28 Sep 2026 12:46:29 +0200 Subject: [PATCH 12/14] Bump NUnit from 3.14.0 to 5.0.0 (#2744) * Bump NUnit from 3.14.0 to 5.0.0 --- updated-dependencies: - dependency-name: NUnit dependency-version: 5.0.0 dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] * Adjust asserts to >3 syntax * Also bump PythonTestsRunner --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Benedikt Reinartz --- src/embed_tests/Codecs.cs | 71 ++++++++----------- src/embed_tests/Dynamic.cs | 12 ++-- src/embed_tests/NumPyTests.cs | 10 +-- src/embed_tests/Python.EmbeddingTest.csproj | 2 +- src/embed_tests/TestFinalizer.cs | 3 +- .../Python.PythonTestsRunner.csproj | 2 +- 6 files changed, 46 insertions(+), 54 deletions(-) diff --git a/src/embed_tests/Codecs.cs b/src/embed_tests/Codecs.cs index 6159060b3..f9ea2e14f 100644 --- a/src/embed_tests/Codecs.cs +++ b/src/embed_tests/Codecs.cs @@ -25,15 +25,13 @@ static void TupleConversionsGeneric() TupleCodec.Register(); var tuple = Activator.CreateInstance(typeof(T), 42, "42", new object()); T restored = default; - using (var scope = Py.CreateScope()) - { - void Accept(T value) => restored = value; - using var accept = new Action(Accept).ToPython(); - scope.Set(nameof(tuple), tuple); - scope.Set(nameof(accept), accept); - scope.Exec($"{nameof(accept)}({nameof(tuple)})"); - Assert.That(actual: restored, Is.EqualTo(expected: tuple)); - } + using var scope = Py.CreateScope(); + void Accept(T value) => restored = value; + using var accept = new Action(Accept).ToPython(); + scope.Set(nameof(tuple), tuple); + scope.Set(nameof(accept), accept); + scope.Exec($"{nameof(accept)}({nameof(tuple)})"); + Assert.That(actual: restored, Is.EqualTo(expected: tuple)); } [Test] @@ -46,15 +44,13 @@ static void TupleConversionsObject() TupleCodec.Register(); var tuple = Activator.CreateInstance(typeof(T), 42.0, "42", new object()); T restored = default; - using (var scope = Py.CreateScope()) - { - void Accept(object value) => restored = (T)value; - using var accept = new Action(Accept).ToPython(); - scope.Set(nameof(tuple), tuple); - scope.Set(nameof(accept), accept); - scope.Exec($"{nameof(accept)}({nameof(tuple)})"); - Assert.That(actual: restored, Is.EqualTo(expected: tuple)); - } + using var scope = Py.CreateScope(); + void Accept(object value) => restored = (T)value; + using var accept = new Action(Accept).ToPython(); + scope.Set(nameof(tuple), tuple); + scope.Set(nameof(accept), accept); + scope.Exec($"{nameof(accept)}({nameof(tuple)})"); + Assert.That(actual: restored, Is.EqualTo(expected: tuple)); } [Test] @@ -92,7 +88,7 @@ public void ListDecoderTest() var codec = ListDecoder.Instance; var items = new List() { new PyInt(1), new PyInt(2), new PyInt(3) }; - using var pyList = new PyList(items.ToArray()); + using var pyList = new PyList([.. items]); using var pyListType = pyList.GetPythonType(); Assert.IsTrue(codec.CanDecode(pyListType, typeof(IList))); @@ -119,7 +115,7 @@ public void ListDecoderTest() IList stringList = null; Assert.DoesNotThrow(() => { codec.TryDecode(pyList, out stringList); }); Assert.That(3, Is.EqualTo(stringList.Count)); - Assert.Throws(typeof(InvalidCastException), () => { var x = stringList[0]; }); + Assert.Throws(() => { var x = stringList[0]; }); //can't convert python iterable to list (this will require a copy which isn't lossless) using var foo = GetPythonIterable(); @@ -134,7 +130,7 @@ public void SequenceDecoderTest() var items = new List() { new PyInt(1), new PyInt(2), new PyInt(3) }; //SequenceConverter can only convert to any ICollection - using var pyList = new PyList(items.ToArray()); + using var pyList = new PyList([.. items]); using var listType = pyList.GetPythonType(); //it can convert a PyList, since PyList satisfies the python sequence protocol @@ -162,7 +158,7 @@ public void SequenceDecoderTest() //the IList will report a Count of 3. ICollection stringCollection = null; Assert.DoesNotThrow(() => { codec.TryDecode(pyList, out stringCollection); }); - Assert.That(stringCollection.Count(), Is.EqualTo(3)); + Assert.That(stringCollection.Count, Is.EqualTo(3)); Assert.Throws(() => { string[] array = new string[3]; stringCollection.CopyTo(array, 0); @@ -177,7 +173,7 @@ public void SequenceDecoderTest() Assert.IsFalse(codec.CanDecode(fooType, typeof(ICollection))); //python tuples do satisfy the python sequence protocol - var pyTuple = new PyTuple(items.ToArray()); + var pyTuple = new PyTuple([.. items]); var pyTupleType = pyTuple.GetPythonType(); Assert.IsTrue(codec.CanDecode(pyTupleType, typeof(ICollection))); @@ -215,7 +211,7 @@ public void IterableDecoderTest() var codec = IterableDecoder.Instance; var items = new List() { new PyInt(1), new PyInt(2), new PyInt(3) }; - var pyList = new PyList(items.ToArray()); + var pyList = new PyList([.. items]); var pyListType = pyList.GetPythonType(); Assert.IsFalse(codec.CanDecode(pyListType, typeof(IList))); Assert.IsTrue(codec.CanDecode(pyListType, typeof(System.Collections.IEnumerable))); @@ -249,13 +245,13 @@ public void IterableDecoderTest() IEnumerable stringEnumerable = null; Assert.DoesNotThrow(() => { codec.TryDecode(pyList, out stringEnumerable); }); - Assert.Throws(typeof(InvalidCastException), () => { + Assert.Throws(() => { foreach (string item in stringEnumerable) { var x = item; } }); - Assert.Throws(typeof(InvalidCastException), () => { + Assert.Throws(() => { stringEnumerable.Count(); }); @@ -309,7 +305,7 @@ def CanEncode(self, clr_type): public void ExceptionEncoded() { PyObjectConversions.RegisterEncoder(new ValueErrorCodec()); - void CallMe() => throw new ValueErrorWrapper(TestExceptionMessage); + static void CallMe() => throw new ValueErrorWrapper(TestExceptionMessage); var callMeAction = new Action(CallMe); using var scope = Py.CreateScope(); scope.Exec(@" @@ -385,7 +381,9 @@ public void ExceptionDecodedNoInstance() } } +#pragma warning disable IDE0060 // Remove unused parameter public static void AcceptsDateTime(DateTime v) {} +#pragma warning restore IDE0060 // Remove unused parameter [Test] public void As_Object_AffectedByDecoders() @@ -412,15 +410,14 @@ public bool TryDecode(PyObject pyObj, out T value) } } - class ValueErrorWrapper : Exception + class ValueErrorWrapper(string message) : Exception(message) { - public ValueErrorWrapper(string message) : base(message) { } } class ValueErrorCodec : IPyObjectEncoder, IPyObjectDecoder { public bool CanDecode(PyType objectType, Type targetType) - => this.CanEncode(targetType) + => CanEncode(targetType) && PythonReferenceComparer.Instance.Equals(objectType, PythonEngine.Eval("ValueError")); public bool CanEncode(Type type) => type == typeof(ValueErrorWrapper) @@ -480,16 +477,10 @@ class ObjectToEncoderInstanceEncoder : IPyObjectEncoder /// Decodes object of specified Python type to the predefined value /// /// Type of the - class DecoderReturningPredefinedValue : IPyObjectDecoder + class DecoderReturningPredefinedValue(PyObject objectType, TTarget decodeResult) : IPyObjectDecoder { - public PyObject TheOnlySupportedSourceType { get; } - public TTarget DecodeResult { get; } - - public DecoderReturningPredefinedValue(PyObject objectType, TTarget decodeResult) - { - this.TheOnlySupportedSourceType = objectType; - this.DecodeResult = decodeResult; - } + public PyObject TheOnlySupportedSourceType { get; } = objectType; + public TTarget DecodeResult { get; } = decodeResult; public bool CanDecode(PyType objectType, Type targetType) => PythonReferenceComparer.Instance.Equals(objectType, TheOnlySupportedSourceType) @@ -497,7 +488,7 @@ public bool CanDecode(PyType objectType, Type targetType) public bool TryDecode(PyObject pyObj, out T value) { if (typeof(T) != typeof(TTarget)) - throw new ArgumentException(nameof(T)); + throw new ArgumentException(null, nameof(T)); value = (T)(object)DecodeResult; return true; } diff --git a/src/embed_tests/Dynamic.cs b/src/embed_tests/Dynamic.cs index 9d35bfacc..b5b13f1a7 100644 --- a/src/embed_tests/Dynamic.cs +++ b/src/embed_tests/Dynamic.cs @@ -35,10 +35,10 @@ public void AssignNone() { dynamic sys = Py.Import("sys"); sys.testattr = new StringBuilder(); - Assert.IsNotNull(sys.testattr); + Assert.That(sys.testattr, Is.Not.Null); sys.testattr = null; - Assert.IsNull(sys.testattr); + Assert.That(sys.testattr, Is.Null); } /// @@ -80,7 +80,7 @@ public void PassObjectInPython() Assert.That(sys.testattr3.ToString(), Is.EqualTo("True")); // Compare in .NET - Assert.IsTrue(sys.testattr1.Equals(sys.testattr2)); + Assert.That(sys.testattr1, Is.EqualTo(sys.testattr2)); } /// @@ -103,7 +103,7 @@ public void PassPyObjectInNet() Assert.That(sys.testattr3.ToString(), Is.EqualTo("True")); // Compare in .NET - Assert.IsTrue(sys.testattr1.Equals(sys.testattr2)); + Assert.That(sys.testattr1, Is.EqualTo(sys.testattr2)); } // regression test for https://github.com/pythonnet/pythonnet/issues/1848 @@ -119,13 +119,13 @@ class MyEnum(enum.IntEnum): ERROR = 2 def get_status(): - return MyEnum.OK + return MyEnum.OK " ); dynamic MyEnum = scope.Get("MyEnum"); dynamic status = scope.Get("get_status").Invoke(); - Assert.IsTrue(status == MyEnum.OK); + Assert.That(status, Is.EqualTo(MyEnum.OK)); } // regression test for https://github.com/pythonnet/pythonnet/issues/1680 diff --git a/src/embed_tests/NumPyTests.cs b/src/embed_tests/NumPyTests.cs index 57ff11b2b..4bd7356d7 100644 --- a/src/embed_tests/NumPyTests.cs +++ b/src/embed_tests/NumPyTests.cs @@ -67,12 +67,12 @@ public void VarArg() { dynamic zX = np.array(new[,] { { 1, 2, 3 }, { 4, 5, 6 }, { 8, 9, 0 } }); dynamic grad = np.gradient(zX, 4.0, 5.0); - dynamic grad2 = np.InvokeMethod("gradient", new PyObject[] {zX, new PyFloat(4.0), new PyFloat(5.0)}); + dynamic grad2 = np.InvokeMethod("gradient", new PyObject[] { zX, new PyFloat(4.0), new PyFloat(5.0) }); - Assert.AreEqual(4.125, grad[0].sum().__float__().As(), 0.001); - Assert.AreEqual(-1.2, grad[1].sum().__float__().As(), 0.001); - Assert.AreEqual(4.125, grad2[0].sum().__float__().As(), 0.001); - Assert.AreEqual(-1.2, grad2[1].sum().__float__().As(), 0.001); + Assert.That(grad[0].sum().__float__().As(), Is.EqualTo(4.125).Within(0.001)); + Assert.That(grad[1].sum().__float__().As(), Is.EqualTo(-1.2).Within(0.001)); + Assert.That(grad2[0].sum().__float__().As(), Is.EqualTo(4.125).Within(0.001)); + Assert.That(grad2[1].sum().__float__().As(), Is.EqualTo(-1.2).Within(0.001)); } #pragma warning disable IDE1006 diff --git a/src/embed_tests/Python.EmbeddingTest.csproj b/src/embed_tests/Python.EmbeddingTest.csproj index 15258fc83..8697e7aaf 100644 --- a/src/embed_tests/Python.EmbeddingTest.csproj +++ b/src/embed_tests/Python.EmbeddingTest.csproj @@ -24,7 +24,7 @@ - +