continous-integration.yml

#name: Continuous Integration
#
#on:
#  push:
#    branches:
#      - main
#    tags:
#      - "*"
#  pull_request:
#
#concurrency:
#  group: continous-integration-${{ github.ref }} # branch or tag name
#  cancel-in-progress: true
#
## SECRETS
## - GH_RELEASE_NOTES_TOKEN: personal access token of `rasabot` github account
##                           (login for account in 1pw)
## - SLACK_WEBHOOK_TOKEN: token to post to RasaHQ slack account (in 1password)
## - PYPI_TOKEN: publishing token for amn41 account, needs to be maintainer of
##               RasaHQ/rasa on pypi (account credentials in 1password)
## - DOCKERHUB_PASSWORD: password for an account with write access to the rasa
##                       repo on hub.docker.com. used to pull and upload containers
## - RASA_OSS_TELEMETRY_WRITE_KEY: key to write to segment. Used to report telemetry.
##                                 The key will be added to the distributions
## - RASA_OSS_EXCEPTION_WRITE_KEY: key to write to sentry. Used to report exceptions.
##                                 The key will be added to the distributions.
##                                 Key can be found at https://sentry.io/settings/rasahq/projects/rasa-open-source/install/python/
## - SENTRY_AUTH_TOKEN: authentication used to tell Sentry about any new releases
##                      created at https://sentry.io/settings/account/api/auth-tokens/
#
#env:
#  # needed to fix issues with boto during testing:
#  # https://github.com/travis-ci/travis-ci/issues/7940
#  BOTO_CONFIG: /dev/null
#
#  IS_TAG_BUILD: ${{ startsWith(github.event.ref, 'refs/tags') }}
#  DOCKERHUB_USERNAME: tmbo
#  DEFAULT_PYTHON_VERSION: "3.10"
#
#  # for wait_for_xx jobs
#  WAIT_TIMEOUT_SECS: 3000
#  WAIT_INTERVAL_SECS: 60
#
#jobs:
#  changes:
#    name: Check for file changes
#    runs-on: ubuntu-22.04
#    outputs:
#      # Both of the outputs below are strings but only one exists at any given time
#      backend: ${{ steps.changed-files.outputs.backend || steps.run-all.outputs.backend }}
#      docker: ${{ steps.changed-files.outputs.docker || steps.run-all.outputs.docker }}
#      docs: ${{ steps.changed-files.outputs.docs || steps.run-all.outputs.docs }}
#      is_pre_release_version: ${{ steps.rasa_check_version_type.outputs.is_pre_release_version }}
#    steps:
#      - uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#      - uses: dorny/paths-filter@4512585405083f25c027a35db413c2b3b9006d50
#        # Run the normal filters if the all-tests-required label is not set
#        id: changed-files
#        if: contains(github.event.pull_request.labels.*.name, 'status:all-tests-required') == false && github.event_name == 'pull_request'
#        with:
#          token: ${{ secrets.GITHUB_TOKEN }}
#          filters: .github/change_filters.yml
#      - name: Set all filters to true if all tests are required
#        # Set all filters to true if the all-tests-required label is set or if we are not in a PR
#        # Bypasses all the change filters in change_filters.yml and forces all outputs to true
#        id: run-all
#        if: contains(github.event.pull_request.labels.*.name, 'status:all-tests-required') || github.event_name != 'pull_request'
#        run: |
#          echo "backend=true" >> $GITHUB_OUTPUT
#          echo "docker=true" >> $GITHUB_OUTPUT
#          echo "docs=true" >> $GITHUB_OUTPUT
#
#      - name: Check if tag version is a pre release version
#        id: rasa_check_version_type
#        if: env.IS_TAG_BUILD == 'true'
#        run: |
#          # Get current tagged Rasa version
#          CURRENT_TAG=${GITHUB_REF#refs/tags/}
#          if [[ "$CURRENT_TAG" =~ ^[0-9.]+$ ]]; then
#            echo "is_pre_release_version=false" >> $GITHUB_OUTPUT
#          else
#            echo "is_pre_release_version=true" >> $GITHUB_OUTPUT
#          fi
#
#  wait_for_docs_tests:
#    # Looks for doc test workflows and waits for it to complete successfully
#    # Runs on pushes to main exclusively
#    name: Wait for docs tests
#    if: github.ref_type != 'tag'
#    runs-on: ubuntu-22.04
#    needs: [changes]
#
#    steps:
#      - name: Wait for doc tests
#        uses: fountainhead/action-wait-for-check@297be350cf8393728ea4d4b39435c7d7ae167c93
#        id: wait-for-doc-tests
#        with:
#          token: ${{ secrets.GITHUB_TOKEN }}
#          checkName: Test Documentation
#          ref: ${{ github.event.pull_request.head.sha || github.sha }}
#          timeoutSeconds: ${{ env.WAIT_TIMEOUT_SECS }}
#          intervalSeconds: ${{ env.WAIT_INTERVAL_SECS }}
#
#      - name: Fail the step if the doc tests run could not be found
#        if: ${{ steps.wait-for-doc-tests.outputs.conclusion == 'timed_out' }}
#        run: |
#          echo "Could not find the doc tests run."
#          exit 1
#
#  quality:
#    name: Code Quality
#    if: github.ref_type != 'tag'
#    runs-on: ubuntu-22.04
#    needs: [changes]
#
#    steps:
#      - name: Checkout git repository 🕝
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#
#      - name: Set up Python ${{ env.DEFAULT_PYTHON_VERSION }} 🐍
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b
#        with:
#          python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
#
#      - name: Read Poetry Version 🔢
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Install poetry 🦄
#        if: needs.changes.outputs.backend == 'true'
#        uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8
#        with:
#          poetry-version: ${{ env.POETRY_VERSION }}
#
#      - name: Inject setuptools into poetry's runtime environment
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          poetry self add setuptools
#
#      - name: Load Poetry Cached Libraries ⬇
#        id: cache-poetry
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/cache@88522ab9f39a2ea568f7027eddc7d8d8bc9d59c8
#        with:
#          path: .venv
#          key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ env.DEFAULT_PYTHON_VERSION }}-${{ hashFiles('**/poetry.lock') }}-${{ secrets.POETRY_CACHE_VERSION }}
#          restore-keys: ${{ runner.os }}-poetry-${{ env.DEFAULT_PYTHON_VERSION }}
#
#      - name: Clear Poetry cache
#        if: steps.cache-poetry.outputs.cache-hit == 'true' && needs.changes.outputs.backend == 'true' && contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')
#        run: rm -r .venv
#
#      - name: Create virtual environment
#        if: (steps.cache-poetry.outputs.cache-hit != 'true' || contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')) && needs.changes.outputs.backend == 'true'
#        run: python -m venv create .venv
#
#      - name: Set up virtual environment
#        if: needs.changes.outputs.backend == 'true'
#        run: poetry config virtualenvs.in-project true
#
#      - name: Install Dependencies 📦
#        if: needs.changes.outputs.backend == 'true'
#        # Poetry intermittently fails to install dependency if it is not PEP 517 compliant
#        # This is a workaround for that issue
#        run: |
#          sudo apt-get -y install libpq-dev
#          make install-full
#
#      - name: Checkout target branch to be able to diff
#        if: needs.changes.outputs.backend == 'true' && github.event_name == 'pull_request'
#        run: |
#          git fetch origin ${{ github.base_ref }}
#          echo "DOCSTRING_DIFF_BRANCH=origin/${{ github.base_ref }}" >> $GITHUB_ENV
#
#          # Fetch entire history for current branch so that `make lint-docstrings`
#          # can calculate the proper diff between the branches
#          git fetch --unshallow origin "${{ github.ref }}"
#
#      - name: Add github workflow problem matchers
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          echo "::add-matcher::.github/matchers/flake8-error-matcher.json"
#
#      - name: Lint Code 🎎
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          # If it's not a pull request, $DOCSTRING_DIFF_BRANCH is unset.
#          # This will result in an empty diff, which effictively means that
#          # make lint-docstrings will be skipped for other events than `pull_request`
#          make lint BRANCH=$DOCSTRING_DIFF_BRANCH
#
#      - name: Check Types 📚
#        if: needs.changes.outputs.backend == 'true'
#        run: make types
#
#      - name: Lint Changelog Filenames 📝
#        if: needs.changes.outputs.backend == 'true' && github.event_name == 'pull_request'
#        run: make lint-changelog
#
#      - name: Test CLI 🖥
#        if: needs.changes.outputs.backend == 'true'
#        # makes sure we catch any dependency error early. they will create strange
#        # errors during the docs build, so easier to catch them early on by
#        # trying to run the `rasa` command once before the docs build.
#        run: poetry run rasa --help
#
#  changelog:
#    name: Check for changelog
#    runs-on: ubuntu-22.04
#
#    steps:
#      - name: Checkout git repository 🕝
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#
#      - name: Assert release includes all changelog entries
#        # check changelog folder only when we create pull request preparing release
#        if: github.event_name == 'pull_request' && startsWith(github.head_ref, 'prepare-release') && needs.changes.outputs.is_pre_release_version == 'false'
#        working-directory: changelog
#        run: |
#          # List all unexpected files in changelog/
#          UNEXPECTED_FILES=$(ls -A --ignore={"README.md",".gitignore","_template.md.jinja2"})
#
#          # Exit with error if found any unexpected files
#          [[ "$UNEXPECTED_FILES" ]] && \
#          echo "Found the following unexpected files in changelogs/" && \
#          echo "$UNEXPECTED_FILES" && \
#          exit 1 || \
#          echo "Release includes all changelog entries."
#
#  test:
#    name: Run Tests
#    if: github.ref_type != 'tag'
#    runs-on: ${{ matrix.os }}
#    timeout-minutes: 60
#    needs: [changes]
#    strategy:
#      fail-fast: false
#      matrix:
#        test:
#          - test-cli
#          - test-core-featurizers
#          - test-policies
#          - test-nlu-featurizers
#          - test-nlu-predictors
#          - test-full-model-training
#          - test-other-unit-tests
#          - test-performance
#        os: [ubuntu-22.04, windows-2019]
#        python-version: [3.8, 3.9, "3.10"]
#
#    steps:
#      - name: Run DataDog Agent
#        if: needs.changes.outputs.backend == 'true' && (matrix.os != 'windows-2019' || contains(github.event.pull_request.labels.*.name, 'tools:datadog-windows'))
#        run: |
#          docker run --name dd_agent -p 8126:8126 -d -e "DD_API_KEY=${{ secrets.DD_API_KEY }}" -e "DD_INSIDE_CI=true" -e "DD_HOSTNAME=none" -e "DD_SITE=datadoghq.eu" -e GITHUB_ACTIONS=true -e CI=true datadog/agent:latest
#          docker ps --all --filter name=dd_agent --filter status=running --no-trunc --format "{{.ID}} {{.Status}}"
#          docker port dd_agent
#
#      - name: Checkout git repository 🕝
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#
#      - name: Set up Python ${{ matrix.python-version }} 🐍
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b
#        with:
#          python-version: ${{ matrix.python-version }}
#
#      - name: Read Poetry Version 🔢
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Install poetry 🦄
#        if: needs.changes.outputs.backend == 'true'
#        uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8
#        with:
#          poetry-version: ${{ env.POETRY_VERSION }}
#
#      - name: Inject setuptools into poetry's runtime environment
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          poetry self add setuptools
#
#      - name: Prevent race condition in poetry build
#        # More context about race condition during poetry build can be found here:
#        # https://github.com/python-poetry/poetry/issues/7611#issuecomment-1747836233
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          poetry config installer.max-workers 1
#
#      - name: Load Poetry Cached Libraries ⬇
#        id: cache-poetry
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/cache@88522ab9f39a2ea568f7027eddc7d8d8bc9d59c8
#        with:
#          path: .venv
#          key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ matrix.python-version }}-${{ hashFiles('**/poetry.lock') }}-venv-${{ secrets.POETRY_CACHE_VERSION }}-${{ env.pythonLocation }}
#
#      - name: Clear Poetry cache
#        if: steps.cache-poetry.outputs.cache-hit == 'true' && needs.changes.outputs.backend == 'true' && contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')
#        run: rm -r .venv
#
#        # Poetry >= 1.1.0b uses virtualenv to create a virtual environment.
#        # The virtualenv simply doesn't work on Windows with our setup,
#        # that's why we use venv to create virtual environment
#      - name: Create virtual environment
#        if: (steps.cache-poetry.outputs.cache-hit != 'true' || contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')) && needs.changes.outputs.backend == 'true'
#        run: python -m venv create .venv
#
#      - name: Set up virtual environment
#        if: needs.changes.outputs.backend == 'true'
#        # Poetry on Windows cannot pick up the virtual environments directory properly,
#        # and it creates a new one every time the pipeline runs.
#        # This step solves this problem — it tells poetry to always use `.venv` directory inside
#        # the project itself, which also makes it easier for us to determine the correct directory
#        # that needs to be cached.
#        run: poetry config virtualenvs.in-project true
#
#      - name: Install Dependencies (Linux) 📦
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'ubuntu-22.04'
#        # Poetry intermittently fails to install dependency if it is not PEP 517 compliant
#        # This is a workaround for that issue
#        run: |
#          sudo apt-get -y install libpq-dev
#          make install-full | tee .output
#          if grep 'The lock file is not up to date' .output; then exit 1; fi
#          make prepare-tests-ubuntu
#
#      - name: Install Dependencies (Windows) 📦
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'windows-2019'
#        # Restoring cache doesn't work properly on Windows due to symlinks.
#        # We create symlinks for spacy models, that's why we need to clean them up
#        # before caching the dependencies directory.
#        # More information: https://github.com/actions/cache/issues/120
#        # Poetry intermittently fails to install dependency if it is not PEP 517 compliant
#        # This is a workaround for that issue
#        run: |
#          $spacy_data_dir = ".venv\lib\site-packages\spacy\data"
#          if (Test-Path $spacy_data_dir) {
#            Get-ChildItem -Force -ErrorAction Stop $spacy_data_dir | Where-Object { if($_.Attributes -match "ReparsePoint"){$_.Delete()} }
#            Remove-Item -Force -Recurse $spacy_data_dir
#            New-Item -Path $spacy_data_dir -Type Directory
#          }
#          make install-full
#          make prepare-tests-windows-gha
#
#      - name: Add github workflow problem matchers
#        if: needs.changes.outputs.backend == 'true' && matrix.python-version == 3.7 && matrix.os == 'ubuntu-22.04'
#        # only annotate based on test runs on ubuntu: otherwise
#        # all errors will be duplicated for each python / os combination
#        # therefore, we only enable for the one where most tests are run
#        # (tests will still run in other envs, they will just not create annotations)
#        run: pip install pytest-github-actions-annotate-failures
#
#      - name: Disable "LongPathsEnabled" option on Windows
#        if: matrix.os == 'windows-2019'
#        # On Windows laptops, a default preset prevents path names from being longer than
#        # 260 characters. Some of our users can't enable this setting due to company policies.
#        # We implemented a fix for model storage. The Windows container in GitHub
#        # comes with the setting enabled, so we disable it here in order to ensure our tests
#        # are running in an environment where long path names are prevented.
#        run: |
#          (Get-ItemProperty "HKLM:System\CurrentControlSet\Control\FileSystem").LongPathsEnabled
#          Set-ItemProperty 'HKLM:\System\CurrentControlSet\Control\FileSystem' -Name 'LongPathsEnabled' -value 0
#
#      - name: Install ddtrace on Linux
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'ubuntu-22.04'
#        run: poetry run pip install -U 'ddtrace<2.0.0'
#
#      - name: Install ddtrace on Windows
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'windows-2019'
#        run: |
#          .\.venv\Scripts\activate
#          py -m pip install -U 'ddtrace<2.0.0'
#
#      - name: Test Code 🔍 (multi-process)
#        if: needs.changes.outputs.backend == 'true'
#        env:
#          JOBS: 2
#          PYTHONIOENCODING: "utf-8"
#          DD_ENV: ${{ matrix.test }}
#          DD_SERVICE: rasa
#          DD_ARGS: --ddtrace --ddtrace-patch-all
#        run: |
#          make ${{ matrix.test }}
#          if [[ "${{ matrix.os }}" != "windows-2019" ]]; then
#            mv .coverage ${{ github.workspace }}/${{ matrix.test }}-coverage
#          fi
#        shell: bash # bash shell is a way to make code run for both Linux and Windows
#
#      - name: Store coverage reports
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'ubuntu-22.04'
#        uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce
#        with:
#          name: ${{ matrix.test }}-coverage
#          path: |
#            ${{ github.workspace }}/${{ matrix.test }}-coverage
#
#  test-flaky:
#    name: Run Flaky Tests
#    if: github.ref_type != 'tag'
#    runs-on: ${{ matrix.os }}
#    timeout-minutes: 60
#    needs: [changes]
#    strategy:
#      fail-fast: false
#      matrix:
#        os: [ubuntu-22.04, windows-2019]
#        python-version: [3.8, 3.9, "3.10"]
#
#    steps:
#      - name: Run DataDog Agent
#        if: needs.changes.outputs.backend == 'true' && (matrix.os != 'windows-2019' || contains(github.event.pull_request.labels.*.name, 'tools:datadog-windows'))
#        run: |
#          docker run --name dd_agent -p 8126:8126 -d -e "DD_API_KEY=${{ secrets.DD_API_KEY }}" -e "DD_INSIDE_CI=true" -e "DD_HOSTNAME=none" -e "DD_SITE=datadoghq.eu" -e GITHUB_ACTIONS=true -e CI=true datadog/agent:latest
#          docker ps --all --filter name=dd_agent --filter status=running --no-trunc --format "{{.ID}} {{.Status}}"
#          docker port dd_agent
#
#      - name: Checkout git repository 🕝
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#
#      - name: Set up Python ${{ matrix.python-version }} 🐍
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b
#        with:
#          python-version: ${{ matrix.python-version }}
#
#      - name: Read Poetry Version 🔢
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Install poetry 🦄
#        if: needs.changes.outputs.backend == 'true'
#        uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8
#        with:
#          poetry-version: ${{ env.POETRY_VERSION }}
#
#      - name: Inject setuptools into poetry's runtime environment
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          poetry self add setuptools
#
#      - name: Load Poetry Cached Libraries ⬇
#        id: cache-poetry
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/cache@88522ab9f39a2ea568f7027eddc7d8d8bc9d59c8
#        with:
#          path: .venv
#          key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ matrix.python-version }}-${{ hashFiles('**/poetry.lock') }}-venv-${{ secrets.POETRY_CACHE_VERSION }}-${{ env.pythonLocation }}
#
#      - name: Clear Poetry cache
#        if: steps.cache-poetry.outputs.cache-hit == 'true' && needs.changes.outputs.backend == 'true' && contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')
#        run: rm -r .venv
#
#        # Poetry >= 1.1.0b uses virtualenv to create a virtual environment.
#        # The virtualenv simply doesn't work on Windows with our setup,
#        # that's why we use venv to create virtual environment
#      - name: Create virtual environment
#        if: (steps.cache-poetry.outputs.cache-hit != 'true' || contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')) && needs.changes.outputs.backend == 'true'
#        run: python -m venv create .venv
#
#      - name: Set up virtual environment
#        if: needs.changes.outputs.backend == 'true'
#        # Poetry on Windows cannot pick up the virtual environments directory properly,
#        # and it creates a new one every time the pipeline runs.
#        # This step solves this problem — it tells poetry to always use `.venv` directory inside
#        # the project itself, which also makes it easier for us to determine the correct directory
#        # that needs to be cached.
#        run: poetry config virtualenvs.in-project true
#
#      - name: Install Dependencies (Linux) 📦
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'ubuntu-22.04'
#        run: |
#          sudo apt-get -y install libpq-dev
#          make install-full | tee .output
#          if grep 'The lock file is not up to date' .output; then exit 1; fi
#          make prepare-tests-ubuntu
#
#      - name: Install Dependencies (Windows) 📦
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'windows-2019'
#        # Restoring cache doesn't work properly on Windows due to symlinks.
#        # We create symlinks for spacy models, that's why we need to clean them up
#        # before caching the dependencies' directory.
#        # More information: https://github.com/actions/cache/issues/120
#        run: |
#          $spacy_data_dir = ".venv\lib\site-packages\spacy\data"
#          if (Test-Path $spacy_data_dir) {
#            Get-ChildItem -Force -ErrorAction Stop $spacy_data_dir | Where-Object { if($_.Attributes -match "ReparsePoint"){$_.Delete()} }
#            Remove-Item -Force -Recurse $spacy_data_dir
#            New-Item -Path $spacy_data_dir -Type Directory
#          }
#          make install-full
#          make prepare-tests-windows-gha
#
#      - name: Add github workflow problem matchers
#        if: needs.changes.outputs.backend == 'true' && matrix.python-version == 3.7 && matrix.os == 'ubuntu-22.04'
#        # only annotate based on test runs on ubuntu: otherwise
#        # all errors will be duplicated for each python / os combination
#        # therefore, we only enable for the one where most tests are run
#        # (tests will still run in other envs, they will just not create annotations)
#        run: pip install pytest-github-actions-annotate-failures
#
#      - name: Disable "LongPathsEnabled" option on Windows
#        if: matrix.os == 'windows-2019'
#        # On Windows laptops, a default preset prevents path names from being longer than
#        # 260 characters. Some of our users can't enable this setting due to company policies.
#        # We implemented a fix for model storage. The Windows container in GitHub
#        # comes with the setting enabled, so we disable it here in order to ensure our tests
#        # are running in an environment where long path names are prevented.
#        run: |
#          (Get-ItemProperty "HKLM:System\CurrentControlSet\Control\FileSystem").LongPathsEnabled
#          Set-ItemProperty 'HKLM:\System\CurrentControlSet\Control\FileSystem' -Name 'LongPathsEnabled' -value 0
#
#      - name: Install ddtrace on Linux
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'ubuntu-22.04'
#        run: poetry run pip install -U 'ddtrace<2.0.0'
#
#      - name: Install ddtrace on Windows
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'windows-2019'
#        run: |
#          .\.venv\Scripts\activate
#          py -m pip install -U 'ddtrace<2.0.0'
#
#      - name: Test Code 🔍 (multi-process)
#        if: needs.changes.outputs.backend == 'true'
#        env:
#          JOBS: 2
#          PYTHONIOENCODING: "utf-8"
#          DD_ENV: test-flaky
#          DD_SERVICE: rasa
#          DD_ARGS: --ddtrace --ddtrace-patch-all
#        run: |
#          make test-flaky
#          if [[ "${{ matrix.os }}" != "windows-2019" ]]; then
#            mv .coverage ${{ github.workspace }}/test-flaky-coverage
#          fi
#        shell: bash # bash shell is a way to make code run for both Linux and Windows
#
#      - name: Store coverage reports
#        if: needs.changes.outputs.backend == 'true' && matrix.os == 'ubuntu-22.04'
#        uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce
#        with:
#          name: ${{ matrix.test }}-coverage
#          path: |
#            ${{ github.workspace }}/${{ matrix.test }}-coverage
#
#  upload_coverage_reports:
#    name: Upload coverage reports to codeclimate
#    if: github.ref_type != 'tag'
#    runs-on: ubuntu-22.04
#    # Always upload results even if tests failed
#    needs:
#      - test
#      - changes
#
#    steps:
#      - name: Checkout git repository 🕝
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#
#      - name: Set up Python 3.10 🐍
#        uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b
#        with:
#          python-version: "3.10"
#
#      - name: Get backend coverage reports
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a
#        with:
#          path: ${{ github.workspace }}/tests_coverage
#
#      - name: Merge all reports
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          subs=`ls ${{ github.workspace }}/tests_coverage`
#          download_dir="${{ github.workspace }}/tests_coverage"
#          final_dir="${{ github.workspace }}/tests_coverage/final"
#
#          # Downloaded artifacts go into folders, gotta extract them all into one folder for upload
#          mkdir "${final_dir}/"
#          for i in $subs; do
#            mv "${download_dir}/$i"/* "${final_dir}/"
#          done
#
#          pip install coverage
#          coverage combine "${final_dir}/"*
#          coverage xml
#
#      - name: Upload reports to codeclimate
#        if: needs.changes.outputs.backend == 'true'
#        uses: paambaati/codeclimate-action@b649ad206d2e83dafb9ed130deba698aa1b41d78
#        env:
#          CC_TEST_REPORTER_ID: ${{ secrets.CODECLIMATE_REPORTER_ID }}
#        with:
#          coverageLocations: |
#            ${{ github.workspace }}/coverage.xml:coverage.py
#          debug: true
#
#  integration_test:
#    name: Run Non-Sequential Integration Tests
#    if: github.ref_type != 'tag'
#    runs-on: ubuntu-22.04
#    timeout-minutes: 60
#    needs: [changes]
#    env:
#      REDIS_HOST: localhost
#      REDIS_PORT: 6379
#      POSTGRES_HOST: localhost
#      POSTGRES_PORT: 5432
#      POSTGRES_USER: postgres
#      POSTGRES_PASSWORD: postgres
#      RABBITMQ_HOST: localhost
#      RABBITMQ_PORT: 5672
#      RABBITMQ_USER: guest
#      RABBITMQ_PASSWORD: guest
#
#    services:
#      redis:
#        image: redis:6
#        # Set health checks to wait until redis has started
#        options: >-
#          --health-cmd "redis-cli ping"
#          --health-interval 10s
#          --health-timeout 5s
#          --health-retries 5
#        ports:
#          # FIXME: cannot use ${{ env.REDIS_PORT }} here
#          # mapping container ports to the host
#          - 6379:6379
#
#      postgres:
#        image: postgres:13
#        # Set health checks to wait until postgres has started
#        options: >-
#          --health-cmd pg_isready
#          --health-interval 10s
#          --health-timeout 5s
#          --health-retries 5
#        env:
#          # postgres image requires password to be set
#          POSTGRES_PASSWORD: ${{ env.POSTGRES_PASSWORD }}
#        ports:
#          # FIXME: cannot use ${{ env.POSTGRES_PORT }} here
#          # mapping container ports to the host
#          - 5432:5432
#
#      rabbitmq:
#        # see https://github.com/docker-library/healthcheck/blob/master/rabbitmq/docker-healthcheck
#        image: healthcheck/rabbitmq
#        ports:
#          - 5672:5672
#
#      mongodb:
#        image: mongodb/mongodb-community-server:6.0.4-ubuntu2204
#        options: >-
#          --health-cmd "echo 'db.runCommand("ping").ok' | mongosh --quiet"
#          --health-interval 10s
#          --health-timeout 5s
#          --health-retries 5
#        ports:
#          - 27017:27017
#
#    steps:
#      - name: Checkout git repository 🕝
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#
#      - name: Set up Python ${{ env.DEFAULT_PYTHON_VERSION }} 🐍
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b
#        with:
#          python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
#
#      - name: Read Poetry Version 🔢
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Install poetry 🦄
#        if: needs.changes.outputs.backend == 'true'
#        uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8
#        with:
#          poetry-version: ${{ env.POETRY_VERSION }}
#
#      - name: Load Poetry Cached Libraries ⬇
#        id: cache-poetry
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/cache@88522ab9f39a2ea568f7027eddc7d8d8bc9d59c8
#        with:
#          path: .venv
#          key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ env.DEFAULT_PYTHON_VERSION }}-${{ hashFiles('**/poetry.lock') }}-venv-${{ secrets.POETRY_CACHE_VERSION }}-${{ env.pythonLocation }}
#
#      - name: Clear Poetry cache
#        if: steps.cache-poetry.outputs.cache-hit == 'true' && needs.changes.outputs.backend == 'true' && contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')
#        run: rm -r .venv
#
#        # Poetry >= 1.1.0b uses virtualenv to create a virtual environment.
#        # The virtualenv simply doesn't work on Windows with our setup,
#        # that's why we use venv to create virtual environment
#      - name: Create virtual environment
#        if: (steps.cache-poetry.outputs.cache-hit != 'true' || contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')) && needs.changes.outputs.backend == 'true'
#        run: python -m venv create .venv
#
#      - name: Set up virtual environment
#        if: needs.changes.outputs.backend == 'true'
#        # Poetry on Windows cannot pick up the virtual environments directory properly,
#        # and it creates a new one every time the pipeline runs.
#        # This step solves this problem — it tells poetry to always use `.venv` directory inside
#        # the project itself, which also makes it easier for us to determine the correct directory
#        # that needs to be cached.
#        run: poetry config virtualenvs.in-project true
#
#      - name: Install Dependencies (Linux) 📦
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          sudo apt-get -y install libpq-dev
#          make install-full | tee .output
#          if grep 'The lock file is not up to date' .output; then exit 1; fi
#          make prepare-tests-ubuntu
#
#      - name: Run kafka and zookeeper containers for integration testing
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          docker-compose -f tests_deployment/docker-compose.kafka.yml up -d
#
#      - name: Test Code with Services 🩺
#        if: needs.changes.outputs.backend == 'true'
#        env:
#          JOBS: 2
#          INTEGRATION_TEST_PYTEST_MARKERS: '"not sequential"'
#          PYTHONIOENCODING: "utf-8"
#        run: |
#          make test-integration
#
#  sequential_integration_test:
#    name: Run Sequential Integration Tests
#    if: github.ref_type != 'tag'
#    runs-on: ubuntu-20.04
#    timeout-minutes: 60
#    needs: [changes]
#    env:
#      POSTGRES_HOST: localhost
#      POSTGRES_PORT: 5432
#      POSTGRES_USER: postgres
#      POSTGRES_PASSWORD: postgres
#
#    services:
#      postgres:
#        image: postgres:13
#        # Set health checks to wait until postgres has started
#        options: >-
#          --health-cmd pg_isready
#          --health-interval 10s
#          --health-timeout 5s
#          --health-retries 5
#        env:
#          # postgres image requires password to be set
#          POSTGRES_PASSWORD: ${{ env.POSTGRES_PASSWORD }}
#        ports:
#          # FIXME: cannot use ${{ env.POSTGRES_PORT }} here
#          # mapping container ports to the host
#          - 5432:5432
#
#    steps:
#      - name: Checkout git repository 🕝
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/checkout@v3
#
#      - name: Set up Python ${{ env.DEFAULT_PYTHON_VERSION }} 🐍
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b
#        with:
#          python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
#
#      - name: Read Poetry Version 🔢
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Install poetry 🦄
#        if: needs.changes.outputs.backend == 'true'
#        uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8
#        with:
#          poetry-version: ${{ env.POETRY_VERSION }}
#
#      - name: Load Poetry Cached Libraries ⬇
#        id: cache-poetry
#        if: needs.changes.outputs.backend == 'true'
#        uses: actions/cache@v3
#        with:
#          path: .venv
#          key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-${{ env.DEFAULT_PYTHON_VERSION }}-${{ hashFiles('**/poetry.lock') }}-venv-${{ secrets.POETRY_CACHE_VERSION }}-${{ env.pythonLocation }}
#
#      - name: Clear Poetry cache
#        if: steps.cache-poetry.outputs.cache-hit == 'true' && needs.changes.outputs.backend == 'true' && contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')
#        run: rm -r .venv
#
#        # Poetry >= 1.1.0b uses virtualenv to create a virtual environment.
#        # The virtualenv simply doesn't work on Windows with our setup,
#        # that's why we use venv to create virtual environment
#      - name: Create virtual environment
#        if: (steps.cache-poetry.outputs.cache-hit != 'true' || contains(github.event.pull_request.labels.*.name, 'tools:clear-poetry-cache-unit-tests')) && needs.changes.outputs.backend == 'true'
#        run: python -m venv create .venv
#
#      - name: Set up virtual environment
#        if: needs.changes.outputs.backend == 'true'
#        # Poetry on Windows cannot pick up the virtual environments directory properly,
#        # and it creates a new one every time the pipeline runs.
#        # This step solves this problem — it tells poetry to always use `.venv` directory inside
#        # the project itself, which also makes it easier for us to determine the correct directory
#        # that needs to be cached.
#        run: poetry config virtualenvs.in-project true
#
#      - name: Install Dependencies (Linux) 📦
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          sudo apt-get -y install libpq-dev
#          make install-full | tee .output
#          if grep 'The lock file is not up to date' .output; then exit 1; fi
#          make prepare-tests-ubuntu
#
#      # these integration tests need to be ran in a sequential fashion,
#      # due to environment constraints, so we're running them in a single process.
#      - name: Test Code with Services 🩺 (sequential)
#        if: needs.changes.outputs.backend == 'true'
#        env:
#          JOBS: 1
#          INTEGRATION_TEST_PYTEST_MARKERS: "sequential"
#          PYTHONIOENCODING: "utf-8"
#        run: |
#          make test-integration
#
#      - name: Stop kafka and zookeeper containers for integration testing
#        if: needs.changes.outputs.backend == 'true'
#        run: |
#          docker-compose -f tests_deployment/docker-compose.kafka.yml down
#
#  build_docker_base_images_and_set_env:
#    name: Build Docker base images and setup environment
#    runs-on: ubuntu-22.04
#    outputs:
#      base_image_hash: ${{ steps.check_image.outputs.base_image_hash }}
#      base_mitie_image_hash: ${{ steps.check_image.outputs.base_mitie_image_hash }}
#      base_builder_image_hash: ${{ steps.check_image.outputs.base_builder_image_hash }}
#      # Tag name used for images created during Docker image builds, e.g. 3886 - a PR number
#      image_tag: ${{ steps.set_output.outputs.image_tag }}
#      # Return 'true' if tag version is equal or higher than the latest tagged Rasa version
#      is_newest_version: ${{ steps.rasa_get_version.outputs.is_newest_version }}
#
#    steps:
#      # Due to an issue with checking out a wrong commit, we make sure
#      # to checkout HEAD commit for a pull request.
#      # More details: https://github.com/actions/checkout/issues/299
#      - name: Checkout pull request HEAD commit instead of merge commit 🕝
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#        if: github.event_name == 'pull_request'
#        with:
#          ref: ${{ github.event.pull_request.head.sha }}
#
#      - name: Checkout git repository 🕝
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#        if: github.event_name != 'pull_request'
#
#      - name: Set up QEMU
#        uses: docker/setup-qemu-action@2b82ce82d56a2a04d2637cd93a637ae1b359c0a7  # v2.2.0
#
#      - name: Set up Docker Buildx
#        uses: docker/setup-buildx-action@ecf95283f03858871ff00b787d79c419715afc34  # v2.7.0
#
#      - name: Read Poetry Version 🔢
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Login to DockerHub Registry 🔢
#        run: echo ${{ secrets.DOCKERHUB_PASSWORD }} | docker login -u ${{ env.DOCKERHUB_USERNAME }} --password-stdin || true
#
#      - name: Check if tag version is equal or higher than the latest tagged Rasa version
#        id: rasa_get_version
#        if: env.IS_TAG_BUILD == 'true'
#        run: |
#          # Get latest tagged Rasa version
#          git fetch --depth=1 origin "+refs/tags/*:refs/tags/*"
#          # Fetch branch history
#          git fetch --prune --unshallow
#          LATEST_TAGGED_NON_ALPHA_RASA_VERSION=$(git tag | sort -r -V | grep -E "^[0-9.]+$" | head -n1)
#          CURRENT_TAG=${GITHUB_REF#refs/tags/}
#          # Return 'true' if tag version is equal or higher than the latest tagged Rasa version
#          IS_NEWEST_VERSION=$((printf '%s\n%s\n' "${LATEST_TAGGED_NON_ALPHA_RASA_VERSION}" "$CURRENT_TAG" \
#            | sort -V -C && echo true || echo false) || true)
#          # Avoid that the script gets released for alphas or release candidates
#          if [[ "${IS_NEWEST_VERSION}" == "true" && "$CURRENT_TAG" =~ ^[0-9.]+$ ]]; then
#            echo "is_newest_version=true" >> $GITHUB_OUTPUT
#          else
#            echo "is_newest_version=false" >> $GITHUB_OUTPUT
#          fi
#
#      - name: Check if a base image exists
#        id: check_image
#        env:
#          DOCKER_CLI_EXPERIMENTAL: enabled
#        run: |
#          # Base image
#          BASE_IMAGE_HASH=${{ hashFiles('docker/Dockerfile.base') }}
#          echo "base_image_hash=${BASE_IMAGE_HASH}" >> $GITHUB_OUTPUT
#
#          BASE_IMAGE_EXISTS=$((docker manifest inspect rasa/rasa:base-${BASE_IMAGE_HASH} &> /dev/null && echo true || echo false) || true)
#          echo "base_exists=${BASE_IMAGE_EXISTS}" >> $GITHUB_OUTPUT
#
#          # Base MITIE image
#          BASE_MITIE_IMAGE_HASH=${{ hashFiles('docker/Dockerfile.base-mitie') }}
#          MAKEFILE_MITIE_HASH=${{ hashFiles('Makefile') }}
#          echo "base_mitie_image_hash=${BASE_MITIE_IMAGE_HASH:0:50}-${MAKEFILE_MITIE_HASH:0:50}" >> $GITHUB_OUTPUT
#
#          BASE_IMAGE_MITIE_EXISTS=$((docker manifest inspect rasa/rasa:base-mitie-${BASE_MITIE_IMAGE_HASH:0:50}-${MAKEFILE_MITIE_HASH:0:50} &> /dev/null && echo true || echo false) || true)
#          echo "base_mitie_exists=${BASE_IMAGE_MITIE_EXISTS}" >> $GITHUB_OUTPUT
#
#          # Base poetry image
#          BASE_IMAGE_POETRY_EXISTS=$((docker manifest inspect rasa/rasa:base-poetry-${{ env.POETRY_VERSION }} &> /dev/null && echo true || echo false) || true)
#          echo "base_poetry_exists=${BASE_IMAGE_POETRY_EXISTS}" >> $GITHUB_OUTPUT
#
#          # Base builder image
#          BASE_IMAGE_BUILDER_HASH=${{ hashFiles('docker/Dockerfile.base-builder') }}-poetry-${{ env.POETRY_VERSION }}
#          echo "base_builder_image_hash=${BASE_IMAGE_BUILDER_HASH}" >> $GITHUB_OUTPUT
#
#          BASE_IMAGE_BUILDER_EXISTS=$((docker manifest inspect rasa/rasa:base-builder-${BASE_IMAGE_BUILDER_HASH} &> /dev/null && echo true || echo false) || true)
#          echo "base_builder_exists=${BASE_IMAGE_BUILDER_EXISTS}" >> $GITHUB_OUTPUT
#
#      - name: Build Docker base image 🛠
#        if: steps.check_image.outputs.base_exists == 'false' || env.IS_TAG_BUILD == 'true'
#        run: |
#          export IMAGE_TAG=${{ steps.check_image.outputs.base_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base
#
#      - name: Push Docker base image if it's not building from a fork ⬆
#        if: (steps.check_image.outputs.base_exists == 'false' || env.IS_TAG_BUILD == 'true') && github.event.pull_request.head.repo.owner.login == 'RasaHQ'
#        run: |
#          export IMAGE_TAG=${{ steps.check_image.outputs.base_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base --push
#
#      - name: Build Docker mitie base image 🛠
#        if: steps.check_image.outputs.base_mitie_exists == 'false' || steps.check_image.outputs.base_exists == 'false'
#        run: |
#          export IMAGE_TAG=${{ steps.check_image.outputs.base_mitie_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base-mitie
#
#      - name: Push Docker mitie base image if it's not building from a fork ⬆
#        if: (steps.check_image.outputs.base_mitie_exists == 'false' || steps.check_image.outputs.base_exists == 'false') && github.event.pull_request.head.repo.owner.login == 'RasaHQ'
#        run: |
#          export IMAGE_TAG=${{ steps.check_image.outputs.base_mitie_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base-mitie --push
#
#      - name: Build Docker poetry base image 🛠
#        if: steps.check_image.outputs.base_poetry_exists == 'false' || steps.check_image.outputs.base_exists == 'false'
#        run: |
#          export IMAGE_TAG=${{ env.POETRY_VERSION }}
#          export BASE_IMAGE_HASH=${{ steps.check_image.outputs.base_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base-poetry
#
#      - name: Push Docker poetry base image if it's not building from a fork ⬆
#        if: (steps.check_image.outputs.base_poetry_exists == 'false' || steps.check_image.outputs.base_exists == 'false') && github.event.pull_request.head.repo.owner.login == 'RasaHQ'
#        run: |
#          export IMAGE_TAG=${{ env.POETRY_VERSION }}
#          export BASE_IMAGE_HASH=${{ steps.check_image.outputs.base_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base-poetry --push
#
#      - name: Build Docker builder base image 🛠
#        if: steps.check_image.outputs.base_builder_exists == 'false' || steps.check_image.outputs.base_exists == 'false'
#        run: |
#          export IMAGE_TAG=${{ steps.check_image.outputs.base_builder_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base-builder
#
#      - name: Push Docker builder base image if it's not building from a fork ⬆
#        if: (steps.check_image.outputs.base_builder_exists == 'false' || steps.check_image.outputs.base_exists == 'false') && github.event.pull_request.head.repo.owner.login == 'RasaHQ'
#        run: |
#          export IMAGE_TAG=${{ steps.check_image.outputs.base_builder_image_hash }}
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl base-builder --push
#
#      # Set environment variables for a pull request
#      #
#      # In this scenario, we've created a PR #1234
#      #
#      # Example output:
#      # IMAGE_TAG=1234
#      - name: Set environment variables - pull_request
#        if: github.event_name == 'pull_request' && env.IS_TAG_BUILD == 'false'
#        run: |
#          echo "IMAGE_TAG=${{ github.event.number }}" >> $GITHUB_ENV
#
#      # Set environment variables for a tag
#      #
#      # In this scenario, we've pushed the '2.0.6' tag
#      #
#      # Example output:
#      # TAG_NAME=2.0.6
#      # IMAGE_TAG=2.0.6
#      - name: Set environment variables - push - tag
#        if: github.event_name == 'push' && env.IS_TAG_BUILD == 'true'
#        run: |
#          TAG_NAME=${GITHUB_REF#refs/tags/}
#          echo "IMAGE_TAG=${TAG_NAME}" >> $GITHUB_ENV
#
#      # Set environment variables for a branch
#      #
#      # In this scenario, we've pushed changes into the main branch
#      #
#      # Example output:
#      # IMAGE_TAG=main
#      - name: Set environment variables - push - branch
#        if: github.event_name == 'push' && env.IS_TAG_BUILD == 'false'
#        run: |
#          BRANCH_NAME=${GITHUB_REF#refs/heads/}
#          SAFE_BRANCH_NAME="$(echo ${GITHUB_REF#refs/heads/} | sed 's/[\\*+.$\#\-\/]/-/g')"
#          echo "IMAGE_TAG=${SAFE_BRANCH_NAME}" >> $GITHUB_ENV
#
#      - name: Set output
#        id: set_output
#        run: |
#          echo "image_tag=${{ env.IMAGE_TAG }}" >> $GITHUB_OUTPUT
#
#  docker:
#    name: Build Docker
#    runs-on: ubuntu-22.04
#    needs: [changes, build_docker_base_images_and_set_env]
#    env:
#      IMAGE_TAG: ${{ needs.build_docker_base_images_and_set_env.outputs.image_tag }}
#      BASE_IMAGE_HASH: ${{ needs.build_docker_base_images_and_set_env.outputs.base_image_hash }}
#      BASE_MITIE_IMAGE_HASH: ${{ needs.build_docker_base_images_and_set_env.outputs.base_mitie_image_hash }}
#      BASE_BUILDER_IMAGE_HASH: ${{ needs.build_docker_base_images_and_set_env.outputs.base_builder_image_hash }}
#
#    strategy:
#      matrix:
#        image: [default, full, mitie-en, spacy-de, spacy-it, spacy-en]
#
#    steps:
#      # Due to an issue with checking out a wrong commit, we make sure
#      # to checkout HEAD commit for a pull request.
#      # More details: https://github.com/actions/checkout/issues/299
#      - name: Checkout pull request HEAD commit instead of merge commit 🕝
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#        if: github.event_name == 'pull_request'
#        with:
#          ref: ${{ github.event.pull_request.head.sha }}
#
#      - name: Checkout git repository 🕝
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#        if: github.event_name != 'pull_request'
#
#      - name: Set up QEMU
#        uses: docker/setup-qemu-action@2b82ce82d56a2a04d2637cd93a637ae1b359c0a7  # v2.2.0
#
#      - name: Set up Docker Buildx
#        uses: docker/setup-buildx-action@ecf95283f03858871ff00b787d79c419715afc34  # v2.7.0
#
#      - name: Free disk space
#        if: needs.changes.outputs.docker == 'true'
#        # tries to make sure we do not run out of disk space, see
#        # https://github.community/t5/GitHub-Actions/BUG-Strange-quot-No-space-left-on-device-quot-IOExceptions-on/td-p/46101
#        run: |
#          sudo swapoff -a
#          sudo rm -f /swapfile
#          sudo rm -rf "$AGENT_TOOLSDIRECTORY"
#          sudo apt clean
#          docker image prune -a -f
#          docker volume prune -f
#          docker container prune -f
#          df -h
#
#      - name: Read Poetry Version 🔢
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Echo Available platforms
#        run: echo ${{ steps.buildx.outputs.platforms }}
#
#      - name: Login to DockerHub Registry 🔢
#        if: needs.changes.outputs.docker == 'true'
#        run: echo ${{ secrets.DOCKERHUB_PASSWORD }} | docker login -u ${{ env.DOCKERHUB_USERNAME }} --password-stdin || true
#
#      - name: Copy Segment write key to the package
#        if: needs.changes.outputs.docker == 'true' && github.event_name == 'push' && startsWith(github.ref, 'refs/tags') && github.repository == 'RasaHQ/rasa'
#        env:
#          RASA_TELEMETRY_WRITE_KEY: ${{ secrets.RASA_OSS_TELEMETRY_WRITE_KEY }}
#          RASA_EXCEPTION_WRITE_KEY: ${{ secrets.RASA_OSS_EXCEPTION_WRITE_KEY }}
#        run: |
#          ./scripts/write_keys_file.sh
#
#      - name: Build Docker image
#        if: needs.changes.outputs.docker == 'true'
#        run: |
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl ${{ matrix.image }}
#
#      - name: Check how much space is left after Docker build
#        run: df -h
#
#      - name: Push image with main tag 📦
#        if: needs.changes.outputs.docker == 'true' && github.event_name == 'push' && github.ref == 'refs/heads/main' && github.repository == 'RasaHQ/rasa'
#        run: |
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl ${{ matrix.image }} --push
#
#      - name: Push image with ${{github.ref}} tag 📦
#        if: needs.changes.outputs.docker == 'true' && github.event_name == 'push' && env.IS_TAG_BUILD == 'true' && github.repository == 'RasaHQ/rasa'
#        run: |
#          IS_NEWEST_VERSION=${{ needs.build_docker_base_images_and_set_env.outputs.is_newest_version }}
#
#          docker buildx bake --set *.platform=linux/amd64,linux/arm64 -f docker/docker-bake.hcl ${{ matrix.image }} --push
#
##          # Tag the image as latest
##          if [[ "${IS_NEWEST_VERSION}" == "true" ]]; then
##            if [[ "${{ matrix.image }}" == "default" ]]; then
##              RELEASE_TAG="${IMAGE_TAG}"
##            else
##              RELEASE_TAG="${IMAGE_TAG}-${{ matrix.image }}"
##            fi
##
##            LATEST_TAG=$(echo $RELEASE_TAG | sed 's/'$IMAGE_TAG'/latest/g')
##
##            docker tag rasa/rasa:${RELEASE_TAG} rasa/rasa:${LATEST_TAG}
##            docker push rasa/rasa:${LATEST_TAG}
##          fi
#
#  deploy:
#    name: Deploy to PyPI
#    runs-on: ubuntu-22.04
#
#    # deploy will only be run when there is a tag available
#    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags') && github.repository == 'RasaHQ/rasa'
#    needs: [docker] # only run after the docker build stage succeeds
#
#    steps:
#      - name: Checkout git repository 🕝
#        uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c
#
#      - name: Set up Python 3.9 🐍
#        uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b
#        with:
#          python-version: 3.9
#
#      - name: Read Poetry Version 🔢
#        run: |
#          echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV
#        shell: bash
#
#      - name: Install poetry 🦄
#        uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8
#        with:
#          poetry-version: ${{ env.POETRY_VERSION }}
#
#      - name: Copy Segment write key to the package
#        env:
#          RASA_TELEMETRY_WRITE_KEY: ${{ secrets.RASA_OSS_TELEMETRY_WRITE_KEY }}
#          RASA_EXCEPTION_WRITE_KEY: ${{ secrets.RASA_OSS_EXCEPTION_WRITE_KEY }}
#        run: |
#          ./scripts/write_keys_file.sh
#
#      - name: Build ⚒️ Distributions
#        run: poetry build
#
#      - name: Publish to PyPI 📦
#        uses: pypa/gh-action-pypi-publish@c7f29f7adef1a245bd91520e94867e5c6eedddcc
#        with:
#          user: __token__
#          password: ${{ secrets.PYPI_TOKEN }}
#
#      - name: Notify Sentry about the release
#        env:
#          GITHUB_TAG: ${{ github.ref }}
#          SENTRY_ORG: rasahq
#          SENTRY_AUTH_TOKEN: ${{ secrets.SENTRY_AUTH_TOKEN }}
#        run: |
#          curl -sL https://sentry.io/get-cli/ | bash
#          GITHUB_TAG=${GITHUB_TAG/refs\/tags\//}
#          sentry-cli releases new -p rasa-open-source "rasa-$GITHUB_TAG"
#          sentry-cli releases set-commits --auto "rasa-$GITHUB_TAG"
#          sentry-cli releases finalize "rasa-$GITHUB_TAG"
#
#      - name: Notify Slack & Publish Release Notes 🗞
#        env:
#          GH_RELEASE_NOTES_TOKEN: ${{ secrets.GH_RELEASE_NOTES_TOKEN }}
#          SLACK_WEBHOOK_TOKEN: ${{ secrets.SLACK_WEBHOOK_TOKEN }}
#          GITHUB_TAG: ${{ github.ref }}
#          GITHUB_REPO_SLUG: ${{ github.repository }}
#          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
#        run: |
#          GITHUB_TAG=${GITHUB_TAG/refs\/tags\//}
#          pip install -U github3.py pep440-version-utils
#          python3 scripts/publish_gh_release_notes.py
#          ./scripts/ping_slack_about_package_release.sh
#
#  send_slack_notification_for_release_on_failure:
#    name: Notify Slack & Publish Release Notes
#    runs-on: ubuntu-22.04
#    # run this job when the workflow is triggered by a tag push
#    if: always() && github.repository == 'RasaHQ/rasa' && github.ref_type == 'tag'
#    needs:
#      - deploy
#
#    steps:
#      - name: Notify Slack of failure ⛔️
#        # send notification if 'deploy' is skipped (previous needed job failed) or failed
#        if: needs.deploy.result != 'success'
#        env:
#          SLACK_WEBHOOK: ${{ secrets.SLACK_WEBHOOK_TOKEN }}
#        uses: Ilshidur/action-slack@689ad44a9c9092315abd286d0e3a9a74d31ab78a
#        with:
#          args: "⛔️ *Rasa Open Source* version `${{ github.ref_name }}` could not be released 😱! Please check out GitHub Actions: https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}"