New data collected at 2025-09-15_00-03-01

Author: actions-user

github-actions/ggstatsplot/pre-commit.yaml

@@ -14,7 +14,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
 
-      - uses: actions/setup-python@v5.6.0
+      - uses: actions/setup-python@v6.0.0
         with:
           python-version: "3.13"
 
@@ -25,4 +25,4 @@ jobs:
       - name: Run pre-commit
         uses: pre-commit/action@v3.0.1
 
-      - uses: stefanzweifel/git-auto-commit-action@v5.2.0
+      - uses: stefanzweifel/git-auto-commit-action@v6.0.1

github-actions/ggstatsplot/styler.yaml

@@ -65,4 +65,4 @@ jobs:
           styler::style_pkg()
         shell: Rscript {0}
 
-      - uses: stefanzweifel/git-auto-commit-action@v5.2.0
+      - uses: stefanzweifel/git-auto-commit-action@v6.0.1

github-actions/mlflow/copilot-setup-steps.yml

@@ -15,8 +15,10 @@ jobs:
       - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
       - uses: ./.github/actions/setup-node
       - uses: ./.github/actions/setup-python
+      - name: Install dependencies
+        run: |
+          uv sync --only-group lint
       - name: pre-commit setup
         run: |
-          uv pip install --system . -r requirements/lint-requirements.txt
-          pre-commit install --install-hooks
-          pre-commit run install-bin -a -v
+          uv run --only-group lint pre-commit install --install-hooks
+          uv run --only-group lint pre-commit run install-bin -a -v

github-actions/mlflow/docs.yml

@@ -16,6 +16,7 @@ on:
       - reopened
       - ready_for_review
     paths:
+      - pyproject.toml
       - mlflow/**
       - docs/**
       - .github/workflows/docs.yml
@@ -96,7 +97,7 @@ jobs:
           mv build/latest /tmp/docs-build/docs/latest
 
           # Create `docs/versions.json` for the version selector in the API reference
-          VERSION="$(uv run --no-project ../dev/get_version.py)"
+          VERSION="$(uv version | cut -d' ' -f2)"
           echo "{\"versions\": [\"$VERSION\"]}" > /tmp/docs-build/docs/versions.json
       - name: Upload build artifacts
         uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2

github-actions/mlflow/lint.yml

@@ -57,25 +57,22 @@ jobs:
           echo "::add-matcher::.github/workflows/matchers/typos.json"
       - name: Install dependencies
         run: |
-          uv pip install --system -r requirements/lint-requirements.txt
-      - uses: ./.github/actions/show-versions
-      - uses: ./.github/actions/pipdeptree
+          uv sync --only-group lint --only-group test
       - name: Install pre-commit hooks
         run: |
-          pre-commit install --install-hooks
-          pre-commit run install-bin -a -v
+          uv run --only-group lint pre-commit install --install-hooks
+          uv run --only-group lint pre-commit run install-bin -a -v
       - name: Run pre-commit
         id: pre-commit
         env:
           IS_MAINTAINER: ${{ contains(fromJSON('["OWNER", "MEMBER", "COLLABORATOR"]'), github.event.pull_request.author_association )}}
           NO_FIX: "true"
         run: |
-          pre-commit run --all-files
+          uv run --only-group lint pre-commit run --all-files
 
       - name: Test clint
         run: |
-          uv run --isolated --no-project --with pytest==8.4.0 --with ./dev/clint \
-            pytest --confcutdir=dev/clint dev/clint
+          uv run --only-group test pytest dev/clint
 
       - run: |
-          python dev/check_function_signatures.py
+          uv run --no-project dev/check_function_signatures.py

github-actions/mlflow/master.yml

@@ -64,9 +64,9 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        group: [1, 2]
+        group: [1, 2, 3]
         include:
-          - splits: 2
+          - splits: 3
     steps:
       - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
       - uses: ./.github/actions/untracked
@@ -98,34 +98,17 @@ jobs:
             --ignore-flavors --ignore=tests/examples --ignore=tests/evaluate \
             --ignore tests/genai tests
 
-  py310:
-    if: github.event_name != 'pull_request' || github.event.pull_request.draft == false
-    runs-on: ubuntu-latest
-    timeout-minutes: 60
-    permissions:
-      contents: read
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-      - uses: ./.github/actions/untracked
-      - uses: ./.github/actions/setup-python
-      - uses: ./.github/actions/setup-pyenv
-      - uses: ./.github/actions/setup-java
-      - uses: ./.github/actions/cache-pip
-      - name: Install dependencies
+      - name: Run gateway tests with pydantic v1
         run: |
-          source ./dev/install-common-deps.sh
-          # test telemetry events
-          pip install openai
-          pip install .
-      - uses: ./.github/actions/show-versions
-      - name: Run tests
-        run: |
-          python -c "import sys; assert sys.version_info[:2] == (3, 10), sys.version_info"
-          pytest tests/types/test_type_hints.py tests/pyfunc/test_pyfunc_model_with_type_hints.py tests/telemetry
+          source .venv/bin/activate
+          pip install 'pydantic<2.0'
+          pytest --splits=${{ matrix.splits }} --group=${{ matrix.group }} tests/gateway
+
       - name: Run databricks-connect related tests
         run: |
-          # this needs to be run in a separate job because installing databricks-connect could break other 
+          # this needs to be run in a separate job because installing databricks-connect could break other
           # tests that uses normal SparkSession instead of remote SparkSession
+          source .venv/bin/activate
           pip install databricks-agents
           pytest tests/utils/test_requirements_utils.py::test_infer_pip_requirements_on_databricks_agents
 
@@ -230,10 +213,8 @@ jobs:
         run: |
           source .venv/bin/activate
           pytest \
-            tests/utils/test_model_utils.py \
             tests/tracking/fluent/test_fluent_autolog.py \
-            tests/autologging \
-            tests/server/auth
+            tests/autologging
 
   # It takes 9 ~ 10 minutes to run tests in `tests/models`. To make CI finish faster,
   # run these tests in a separate job.
@@ -337,27 +318,6 @@ jobs:
           pip install pyspark
           pytest tests/genai/evaluate/test_utils.py
 
-  optuna:
-    if: github.event_name != 'pull_request' || github.event.pull_request.draft == false
-    runs-on: ubuntu-latest
-    timeout-minutes: 30
-    permissions:
-      contents: read
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-      - uses: ./.github/actions/untracked
-      - uses: ./.github/actions/setup-python
-      - uses: ./.github/actions/setup-pyenv
-      - uses: ./.github/actions/setup-java
-      - name: Install dependencies
-        run: |
-          source ./dev/install-common-deps.sh
-          pip install 'pyspark>=3.5' 'optuna>=4' .
-      - uses: ./.github/actions/show-versions
-      - uses: ./.github/actions/pipdeptree
-      - name: Run tests
-        run: |
-          pytest tests/optuna tests/pyspark/optuna
   pyfunc:
     if: github.event_name != 'pull_request' || github.event.pull_request.draft == false
     runs-on: ubuntu-latest
@@ -381,7 +341,6 @@ jobs:
         run: |
           source ./dev/install-common-deps.sh
           pip install tensorflow 'pyspark[connect]'
-          pip install typing_extensions -U
       - uses: ./.github/actions/show-versions
       - uses: ./.github/actions/pipdeptree
       - name: Run tests
@@ -397,26 +356,6 @@ jobs:
           pytest --splits=${{ matrix.splits }} --group=${{ matrix.group }} --durations=30 \
             tests/types tests/pyfunc/test_pyfunc_model_with_type_hints.py tests/utils/test_pydantic_utils.py
 
-  sagemaker:
-    if: github.event_name != 'pull_request' || github.event.pull_request.draft == false
-    runs-on: ubuntu-latest
-    timeout-minutes: 120
-    permissions:
-      contents: read
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-      - uses: ./.github/actions/untracked
-      - uses: ./.github/actions/setup-python
-      - uses: ./.github/actions/setup-java
-      - name: Install dependencies
-        run: |
-          source ./dev/install-common-deps.sh --ml
-      - uses: ./.github/actions/show-versions
-      - uses: ./.github/actions/pipdeptree
-      - name: Run tests
-        run: |
-          pytest tests/sagemaker
-
   windows:
     if: github.event_name != 'pull_request' || github.event.pull_request.draft == false
     runs-on: windows-latest
@@ -426,9 +365,9 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        group: [1, 2]
+        group: [1, 2, 3, 4]
         include:
-          - splits: 2
+          - splits: 4
     steps:
       - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
       - uses: ./.github/actions/untracked
@@ -474,9 +413,14 @@ jobs:
           export PATH=$PATH:$HADOOP_HOME/bin
           # Run Windows tests
           pytest --splits=${{ matrix.splits }} --group=${{ matrix.group }} \
-            --ignore-flavors --ignore=tests/projects --ignore=tests/examples --ignore=tests/evaluate --ignore=tests/optuna \
-            --ignore=tests/pyspark/optuna --ignore=tests/genai --ignore=tests/telemetry tests
-      - name: Run telemetry tests
-        run: |
-          source .venv/Scripts/activate
-          pytest --splits=${{ matrix.splits }} --group=${{ matrix.group }} tests/telemetry
+            --ignore-flavors \
+            --ignore=tests/projects \
+            --ignore=tests/examples \
+            --ignore=tests/evaluate \
+            --ignore=tests/optuna \
+            --ignore=tests/pyspark/optuna \
+            --ignore=tests/genai \
+            --ignore=tests/sagemaker \
+            --ignore=tests/gateway \
+            --ignore=tests/server/auth \
+            tests

github-actions/mlflow/protobuf-cross-test.yml

@@ -67,9 +67,10 @@ jobs:
           # Install Hugging Face datasets to test Hugging Face usage with MLflow dataset tracking
           pip install datasets
           # Install TensorFlow to test TensorFlow dataset usage with MLflow dataset tracking
-          pip install tensorflow
+          # tensorflow >= 2.22.0 are incompatible with protobuf < 5
+          pip install 'tensorflow<2.22.0' 'tf-keras<2.20.0'
           # Install torch and transformers to test metrics
-          pip install torch transformers tf-keras
+          pip install torch transformers
           pip install -r requirements/test-requirements.txt
           # Test the latest minor version in protobuf_major_version
           pip install "protobuf==${{ matrix.protobuf_major_version }}.*"
@@ -78,6 +79,13 @@ jobs:
       - name: Run tests
         run: |
           pytest --splits=${{ matrix.splits }} --group=${{ matrix.group }} \
-            --ignore-flavors --ignore=tests/projects --ignore=tests/examples --ignore=tests/evaluate \
-            --ignore=tests/optuna --ignore=tests/pyspark/optuna --ignore=tests/genai \
-            --ignore=tests/telemetry tests
+            --ignore-flavors \
+            --ignore=tests/projects \
+            --ignore=tests/examples \
+            --ignore=tests/evaluate \
+            --ignore=tests/optuna \
+            --ignore=tests/pyspark/optuna \
+            --ignore=tests/genai \
+            --ignore=tests/telemetry \
+            --ignore=tests/gateway \
+            tests

github-actions/mlflow/review.yml

@@ -34,13 +34,30 @@ jobs:
         uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
         with:
           script: |
+            const { owner, repo } = context.repo;
             const { comment } = context.payload;
+
+            // Add rocket reaction to the triggering comment
             await github.rest.reactions.createForIssueComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
+              owner,
+              repo,
               comment_id: comment.id,
               content: 'rocket'
             });
+
+            // Construct workflow URL
+            const workflowUrl = `https://github.com/${owner}/${repo}/actions/runs/${context.runId}`;
+
+            // Append workflow link to the original comment
+            const updatedBody = `${comment.body}\n\n---\n🚀 [Review workflow started](${workflowUrl})`;
+
+            // Update the comment with the workflow link
+            await github.rest.issues.updateComment({
+              owner,
+              repo,
+              comment_id: comment.id,
+              body: updatedBody
+            });
       - name: Check authorization for issue comment
         if: ${{ github.event_name == 'issue_comment' && github.event.comment.user.login != 'harupy' }}
         uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
@@ -112,18 +129,24 @@ jobs:
 
           # Instructions
 
-          ## 1. Fetch PR and Review Against Style Guide
+          ## 1. Prepare for Review
           - Use `fetch_diff` tool to fetch the PR diff
           - Read `dev/guides/python.md` thoroughly
+
+          ## 2. Review Changed Lines Only
           - Carefully examine ONLY the changed lines (added or modified) in the diff
           - Check for style guide violations ONLY in these changed lines
+          - Check for obvious mistakes including:
+            - Typos in variable names, function names, class names, comments, and docstrings
+            - Grammatical errors in comments and documentation
+            - Common coding mistakes (e.g., wrong variable references, logic errors)
           - Ignore unchanged/context lines and pre-existing code
 
-          ## 2. Decision Point
+          ## 3. Decision Point
           - If NO issues found -> Skip remaining steps
-          - If issues found -> Continue to step 3
+          - If issues found -> Continue to step 4
 
-          ## 3. Add Review Comments
+          ## 4. Add Review Comments
           - Use `add_pr_review_comment` tool for each issue found
           - ONLY comment on lines that are marked as added (+) or modified in the diff
           - Never comment on unchanged context lines or pre-existing code
@@ -133,6 +156,7 @@ jobs:
           - Comment format:
             - Use triple backticks (```) for code examples with an appropriate language identifier
             - Be specific about the violation and suggest fixes
+            - For typos, clearly indicate the correct spelling (e.g., "Typo: 'varabel' should be 'variable'")
             - Include `🤖 Generated by Codex` at the end of each comment
           EOF
 

github-actions/mlflow/tracing.yaml

@@ -45,7 +45,7 @@ jobs:
 
       - name: Install test dependencies
         run: |
-          pip install pytest pytest-asyncio
+          pip install pytest pytest-asyncio pytest-timeout
 
       - name: Run core tracing tests
         # NB: OTLP exporter includes large dependencies, so we want to test it in a separate job