diff --git a/.github/fork_workflows/fork_pr_integration_tests_gcp.yml b/.github/fork_workflows/fork_pr_integration_tests_gcp.yml
index d53aef01551..2ea859ce640 100644
--- a/.github/fork_workflows/fork_pr_integration_tests_gcp.yml
+++ b/.github/fork_workflows/fork_pr_integration_tests_gcp.yml
@@ -44,7 +44,7 @@ jobs:
         with:
           go-version: 1.18.0
       - name: Set up gcloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
diff --git a/.github/workflows/java_master_only.yml b/.github/workflows/java_master_only.yml
index c3548991bbf..f5a7fbdb80a 100644
--- a/.github/workflows/java_master_only.yml
+++ b/.github/workflows/java_master_only.yml
@@ -21,7 +21,13 @@ jobs:
       - uses: actions/checkout@v2
         with:
           submodules: 'true'
-      - uses: google-github-actions/setup-gcloud@v0
+      - name: Setup Python
+        uses: actions/setup-python@v2
+        id: setup-python
+        with:
+          python-version: "3.8"
+          architecture: x64
+      - uses: google-github-actions/setup-gcloud@v1
         with:
           version: '290.0.1'
           export_default_credentials: true
@@ -150,7 +156,7 @@ jobs:
           restore-keys: |
             ${{ runner.os }}-it-maven-
       - name: Set up gcloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
diff --git a/.github/workflows/java_pr.yml b/.github/workflows/java_pr.yml
index 72f419e409d..7c5fd37c760 100644
--- a/.github/workflows/java_pr.yml
+++ b/.github/workflows/java_pr.yml
@@ -72,7 +72,13 @@ jobs:
       - uses: actions/checkout@v2
         with:
           submodules: 'true'
-      - uses: google-github-actions/setup-gcloud@v0
+      - name: Setup Python
+        uses: actions/setup-python@v2
+        id: setup-python
+        with:
+          python-version: "3.8"
+          architecture: x64
+      - uses: google-github-actions/setup-gcloud@v1
         with:
           version: '290.0.1'
           export_default_credentials: true
@@ -122,7 +128,7 @@ jobs:
           restore-keys: |
             ${{ runner.os }}-it-maven-
       - name: Set up gcloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
diff --git a/.github/workflows/master_only.yml b/.github/workflows/master_only.yml
index 13cb341c616..60c3c160c91 100644
--- a/.github/workflows/master_only.yml
+++ b/.github/workflows/master_only.yml
@@ -95,7 +95,7 @@ jobs:
         with:
           go-version: ${{ matrix.go-version }}
       - name: Set up Cloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
@@ -195,7 +195,7 @@ jobs:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
       - name: Set up Cloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
diff --git a/.github/workflows/nightly-ci.yml b/.github/workflows/nightly-ci.yml
index 8eeb2f0e804..9e4d93202b1 100644
--- a/.github/workflows/nightly-ci.yml
+++ b/.github/workflows/nightly-ci.yml
@@ -145,7 +145,7 @@ jobs:
         with:
           go-version: 1.18.0
       - name: Set up gcloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
diff --git a/.github/workflows/pr_integration_tests.yml b/.github/workflows/pr_integration_tests.yml
index 7c92c293a60..fb60bec691e 100644
--- a/.github/workflows/pr_integration_tests.yml
+++ b/.github/workflows/pr_integration_tests.yml
@@ -121,7 +121,7 @@ jobs:
         with:
           go-version: 1.18.0
       - name: Set up gcloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 039ab6a24e7..231f532b417 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -65,7 +65,7 @@ jobs:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
       - name: Set up Cloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
           project_id: ${{ secrets.GCP_PROJECT_ID }}
           service_account_key: ${{ secrets.GCP_SA_KEY }}
@@ -109,7 +109,7 @@ jobs:
       VERSION_WITHOUT_PREFIX: ${{ needs.get-version.outputs.version_without_prefix }}
     steps:
       - uses: actions/checkout@v2
-      - uses: google-github-actions/setup-gcloud@v0
+      - uses: google-github-actions/setup-gcloud@v1
         with:
           version: '290.0.1'
           export_default_credentials: true
diff --git a/docs/project/maintainers.md b/docs/project/maintainers.md
index ff77c3dfc49..901ce99dc1d 100644
--- a/docs/project/maintainers.md
+++ b/docs/project/maintainers.md
@@ -36,7 +36,7 @@ Fork specific integration tests are run by the `fork_pr_integration_tests.yml_[p
 
     ```yaml
     - name: Set up gcloud SDK
-        uses: google-github-actions/setup-gcloud@v0
+        uses: google-github-actions/setup-gcloud@v1
         with:
         project_id: ${{ secrets.GCP_PROJECT_ID }}
         service_account_key: ${{ secrets.GCP_SA_KEY }}