Add dill test workflow

.github/workflows/beam_PreCommit_Python_Dill.yml

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+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+name: PreCommit Python Dill tests with dill deps installed
+on:
+  pull_request_target:
+    branches: [ "master", "release-*" ]
+    # paths: [ "model/**","sdks/python/**","release/**", 'release/trigger_all_tests.json', '.github/trigger_files/beam_PreCommit_Python_Dill.json']    
+    paths: [ '.github/trigger_files/beam_PreCommit_Python_Dill.json', 'release/trigger_all_tests.json']
+  issue_comment:
+    types: [created]
+  push:
+    tags: ['v*']
+    branches: ['master', 'release-*']
+    # paths: [ "model/**","sdks/python/**","release/**",".github/workflows/beam_PreCommit_Python_Dill.yml"]
+    paths: [ ".github/workflows/beam_PreCommit_Python_Dill.yml", 'release/trigger_all_tests.json']
+  workflow_run:
+    types: [created]
+  schedule:
+    - cron: '45 2/6 * * *'
+  workflow_dispatch:
+
+#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event
+permissions:
+  actions: write
+  pull-requests: write
+  checks: write
+  contents: read
+  deployments: read
+  id-token: none
+  issues: write
+  discussions: read
+  packages: read
+  pages: read
+  repository-projects: read
+  security-events: read
+  statuses: read
+
+# This allows a subsequently queued workflow run to interrupt previous runs
+concurrency:
+  group: '${{ github.workflow }} @ ${{ github.event.issue.number || github.event.pull_request.head.label || github.sha || github.head_ref || github.ref }}-${{ github.event.schedule || github.event.comment.id || github.event.sender.login }}'
+  cancel-in-progress: true
+
+env:
+  DEVELOCITY_ACCESS_KEY: ${{ secrets.DEVELOCITY_ACCESS_KEY }}
+  GRADLE_ENTERPRISE_CACHE_USERNAME: ${{ secrets.GE_CACHE_USERNAME }}
+  GRADLE_ENTERPRISE_CACHE_PASSWORD: ${{ secrets.GE_CACHE_PASSWORD }}
+
+jobs:
+  beam_PreCommit_Python_Dill:
+    name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
+    runs-on: ${{ matrix.os }}
+    timeout-minutes: 180
+    strategy:
+      fail-fast: false
+      matrix:
+        job_name: ['beam_PreCommit_Python_Dill']
+        job_phrase: ['Run Python_Dill PreCommit']
+        python_version: ['3.12']
+        # Run on both self-hosted and GitHub-hosted runners.
+        # Some tests (marked require_docker_in_docker) can't run on Beam's
+        # self-hosted runners due to Docker-in-Docker environment constraint.
+        # These tests will only execute on ubuntu-latest (GitHub-hosted).
+        # Context: https://github.com/apache/beam/pull/35585
+        # Temporary removed the ubuntu-latest env till resolving deps issues.
+        os: [[self-hosted, ubuntu-20.04, main]]
+    if: |
+      github.event_name == 'push' ||
+      github.event_name == 'pull_request_target' ||
+      (github.event_name == 'schedule' && github.repository == 'apache/beam') ||
+      github.event_name == 'workflow_dispatch' ||
+      startsWith(github.event.comment.body, 'Run Python_Dill PreCommit')
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup repository
+        uses: ./.github/actions/setup-action
+        with:
+          comment_phrase: ${{ matrix.job_phrase }} ${{ matrix.python_version }}
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          github_job: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
+      - name: Setup environment
+        uses: ./.github/actions/setup-environment-action
+        with:
+          java-version: default
+          python-version: ${{ matrix.python_version }}
+      - name: Set PY_VER_CLEAN
+        id: set_py_ver_clean
+        run: |
+          PY_VER=${{ matrix.python_version }}
+          PY_VER_CLEAN=${PY_VER//.}
+          echo "py_ver_clean=$PY_VER_CLEAN" >> $GITHUB_OUTPUT
+      - name: Run pythonPreCommit
+        uses: ./.github/actions/gradle-command-self-hosted-action
+        with:
+          gradle-command: :sdks:python:test-suites:tox:py${{steps.set_py_ver_clean.outputs.py_ver_clean}}:testPy${{steps.set_py_ver_clean.outputs.py_ver_clean}}Dill
+          arguments: |
+            -Pposargs="${{
+              contains(matrix.os, 'self-hosted') &&
+              'apache_beam/internal/ apache_beam/ml/ apache_beam/transforms/ apache_beam/typehints/ apache_beam/runners/portability/ -m (uses_dill and not require_docker_in_docker)' ||
+                'apache_beam/internal/ apache_beam/ml/ apache_beam/transforms/ apache_beam/typehints/ apache_beam/runners/portability/ -m (uses_dill and require_docker_in_docker)'
+            }}"  \
+            -PpythonVersion=${{ matrix.python_version }}
+      - name: Archive Python Test Results
+        uses: actions/upload-artifact@v4
+        if: failure()
+        with:
+          name: Python ${{ matrix.python_version }} Test Results
+          path: '**/pytest*.xml'
+      - name: Publish Python Test Results
+        uses: EnricoMi/publish-unit-test-result-action@v2
+        if: always()
+        with:
+          commit: '${{ env.prsha || env.GITHUB_SHA }}'
+          comment_mode: ${{ github.event_name == 'issue_comment'  && 'always' || 'off' }}
+          files: '**/pytest*.xml'
+          large_files: true
+