CI - Model Regression on schedule #55
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| # The docs: https://www.notion.so/rasa/The-CI-for-model-regression-tests-92af7185e08e4fb2a0c764770a8e9095 | |
| name: CI - Model Regression on schedule | |
| on: | |
| schedule: | |
| # Run once a week | |
| - cron: "1 23 * * */7" | |
| env: | |
| GKE_ZONE: us-central1 | |
| GCLOUD_VERSION: "318.0.0" | |
| TF_FORCE_GPU_ALLOW_GROWTH: true | |
| GITHUB_ISSUE_LABELS: '["type:bug :bug:", "tool:model-regression-tests"]' | |
| PERFORMANCE_DROP_THRESHOLD: -0.05 | |
| NVML_INTERVAL_IN_SEC: 1 | |
| jobs: | |
| read_test_configuration: | |
| name: Reads tests configuration | |
| runs-on: ubuntu-22.04 | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| matrix_length: ${{ steps.set-matrix.outputs.matrix_length }} | |
| steps: | |
| - name: Checkout main | |
| uses: actions/checkout@v3 | |
| - name: Checkout dataset | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ secrets.DATASET_REPOSITORY }} | |
| token: ${{ secrets.ML_TEST_SA_PAT }} | |
| path: "dataset" | |
| ref: "main" | |
| - name: Download gomplate | |
| run: |- | |
| sudo curl -o /usr/local/bin/gomplate -sSL https://github.com/hairyhenderson/gomplate/releases/download/v3.9.0/gomplate_linux-amd64 | |
| sudo chmod +x /usr/local/bin/gomplate | |
| - name: Check if a configuration file exists | |
| run: test -f .github/configs/mr-test-schedule.json | |
| - name: Set matrix values | |
| id: set-matrix | |
| shell: bash | |
| run: |- | |
| matrix=$(gomplate -d mapping=./dataset/dataset_config_mapping.json -d github=.github/configs/mr-test-schedule.json -f .github/templates/model_regression_test_config_to_json.tmpl) | |
| matrix_length=$(echo $matrix | jq '.[] | length') | |
| echo "::set-output name=matrix_length::$matrix_length" | |
| echo "::set-output name=matrix::$matrix" | |
| deploy_runner_gpu: | |
| name: Deploy Github Runner - GPU | |
| needs: read_test_configuration | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| - name: Setup Python | |
| id: python | |
| uses: actions/setup-python@c4e89fac7e8767b327bbad6cb4d859eda999cf08 | |
| with: | |
| python-version: '3.8' | |
| - name: Export CLOUDSDK_PYTHON env variable | |
| run: | | |
| echo "CLOUDSDK_PYTHON=${{ steps.python.outputs.python-path }}" >> $GITHUB_OUTPUT | |
| export CLOUDSDK_PYTHON=${{ steps.python.outputs.python-path }} | |
| - name: Download gomplate | |
| run: |- | |
| curl -o gomplate -sSL https://github.com/hairyhenderson/gomplate/releases/download/v3.9.0/gomplate_linux-amd64 | |
| chmod 755 gomplate | |
| - name: Get TensorFlow version | |
| run: |- | |
| # Read TF version from poetry.lock file | |
| pip install toml | |
| TF_VERSION=$(scripts/read_tensorflow_version.sh) | |
| echo "TensorFlow version: $TF_VERSION" | |
| echo TF_VERSION=$TF_VERSION >> $GITHUB_ENV | |
| # Use compatible CUDA/cuDNN with the given TF version | |
| - name: Prepare GitHub runner image tag | |
| run: |- | |
| GH_RUNNER_IMAGE_TAG=$(jq -r 'if (.config | any(.TF == "${{ env.TF_VERSION }}" )) then (.config[] | select(.TF == "${{ env.TF_VERSION }}") | .IMAGE_TAG) else .default_image_tag end' .github/configs/tf-cuda.json) | |
| echo "GitHub runner image tag for TensorFlow ${{ env.TF_VERSION }} is ${GH_RUNNER_IMAGE_TAG}" | |
| echo GH_RUNNER_IMAGE_TAG=$GH_RUNNER_IMAGE_TAG >> $GITHUB_ENV | |
| num_max_replicas=3 | |
| matrix_length=${{ needs.read_test_configuration.outputs.matrix_length }} | |
| if [[ $matrix_length -gt $num_max_replicas ]]; then | |
| NUM_REPLICAS=$num_max_replicas | |
| else | |
| NUM_REPLICAS=$matrix_length | |
| fi | |
| echo NUM_REPLICAS=$NUM_REPLICAS >> $GITHUB_ENV | |
| - name: Send warning if the current TF version does not have CUDA image tags configured | |
| if: env.GH_RUNNER_IMAGE_TAG == 'latest' | |
| env: | |
| TF_CUDA_FILE: ./github/config/tf-cuda.json | |
| run: |- | |
| echo "::warning file=${TF_CUDA_FILE},line=3,col=1,endColumn=3::Missing cuda config for tf ${{ env.TF_VERSION }}. If you are not sure how to config CUDA, please reach out to infrastructure." | |
| - name: Notify slack on tf-cuda config updates | |
| if: env.GH_RUNNER_IMAGE_TAG == 'latest' | |
| env: | |
| SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }} | |
| uses: voxmedia/github-action-slack-notify-build@212e9f7a9ca33368c8dd879d6053972128258985 | |
| with: | |
| channel_id: ${{ secrets.SLACK_ALERTS_CHANNEL_ID }} | |
| status: WARNING | |
| color: warning | |
| - name: Render deployment template | |
| run: |- | |
| export GH_RUNNER_IMAGE_TAG=${{ env.GH_RUNNER_IMAGE_TAG }} | |
| export GH_RUNNER_IMAGE=${{ secrets.GH_RUNNER_IMAGE }} | |
| ./gomplate -f .github/runner/github-runner-deployment.yaml.tmpl -o runner_deployment.yaml | |
| # Setup gcloud auth | |
| - uses: google-github-actions/auth@ef5d53e30bbcd8d0836f4288f5e50ff3e086997d | |
| with: | |
| service_account: ${{ secrets.GKE_RASA_CI_GPU_SA_NAME_RASA_CI_CD }} | |
| credentials_json: ${{ secrets.GKE_SA_RASA_CI_CD_GPU_RASA_CI_CD }} | |
| # Get the GKE credentials for the cluster | |
| - name: Get GKE Cluster Credentials | |
| uses: google-github-actions/get-gke-credentials@894c221960ab1bc16a69902f29f090638cca753f | |
| with: | |
| cluster_name: ${{ secrets.GKE_GPU_CLUSTER_RASA_CI_CD }} | |
| location: ${{ env.GKE_ZONE }} | |
| project_id: ${{ secrets.GKE_SA_RASA_CI_GPU_PROJECT_RASA_CI_CD }} | |
| - name: Deploy Github Runner | |
| run: |- | |
| kubectl apply -f runner_deployment.yaml | |
| kubectl -n github-runner rollout status --timeout=15m deployment/github-runner-$GITHUB_RUN_ID | |
| - name: Notify slack on failure | |
| if: failure() | |
| env: | |
| SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }} | |
| uses: voxmedia/github-action-slack-notify-build@212e9f7a9ca33368c8dd879d6053972128258985 | |
| with: | |
| channel_id: ${{ secrets.SLACK_ALERTS_CHANNEL_ID }} | |
| status: FAILED | |
| color: danger | |
| model_regression_test_gpu: | |
| name: Model Regression Tests - GPU | |
| continue-on-error: true | |
| needs: | |
| - deploy_runner_gpu | |
| - read_test_configuration | |
| env: | |
| # Determine where CUDA and Nvidia libraries are located. TensorFlow looks for libraries in the given paths | |
| LD_LIBRARY_PATH: "/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/lib64:/usr/local/nvidia/lib:/usr/local/nvidia/lib64" | |
| ACCELERATOR_TYPE: "GPU" | |
| GITHUB_ISSUE_TITLE: "Scheduled Model Regression Test Failed" | |
| runs-on: [self-hosted, gpu, "${{ github.run_id }}"] | |
| strategy: | |
| # max-parallel: By default, GitHub will maximize the number of jobs run in parallel depending on the available runners on GitHub-hosted virtual machines. | |
| matrix: ${{fromJson(needs.read_test_configuration.outputs.matrix)}} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| - name: Checkout dataset | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ secrets.DATASET_REPOSITORY }} | |
| token: ${{ secrets.ML_TEST_SA_PAT }} | |
| path: "dataset" | |
| ref: "main" | |
| - name: Set env variables | |
| id: set_dataset_config_vars | |
| env: | |
| DATASET_NAME: "${{ matrix.dataset }}" | |
| CONFIG_NAME: "${{ matrix.config }}" | |
| run: |- | |
| # determine extra environment variables | |
| # - CONFIG | |
| # - DATASET | |
| # - IS_EXTERNAL | |
| # - EXTERNAL_DATASET_REPOSITORY_BRANCH | |
| # - TRAIN_DIR | |
| # - TEST_DIR | |
| # - DOMAIN_FILE | |
| source <(gomplate -d mapping=./dataset/dataset_config_mapping.json -f .github/templates/configuration_variables.tmpl) | |
| # Not all configurations are available for all datasets. | |
| # The job will fail and the workflow continues, if the configuration file doesn't exist | |
| # for a given dataset | |
| echo "::set-output name=is_dataset_exists::true" | |
| echo "::set-output name=is_config_exists::true" | |
| echo "::set-output name=is_external::${IS_EXTERNAL}" | |
| if [[ "${IS_EXTERNAL}" == "true" ]]; then | |
| echo "DATASET_DIR=dataset_external" >> $GITHUB_ENV | |
| else | |
| echo "DATASET_DIR=dataset" >> $GITHUB_ENV | |
| test -d dataset/$DATASET || (echo "::warning::The ${{ matrix.dataset }} dataset doesn't exist. Skipping the job." \ | |
| && echo "::set-output name=is_config_exists::false" && exit 0) | |
| fi | |
| # Skip job if dataset is Hermit and config is BERT + DIET(seq) + ResponseSelector(t2t) or Sparse + BERT + DIET(seq) + ResponseSelector(t2t) | |
| if [[ "${{ matrix.dataset }}" == "Hermit" && "${{ matrix.config }}" =~ "BERT + DIET(seq) + ResponseSelector(t2t)" ]]; then | |
| echo "::warning::This ${{ matrix.dataset }} dataset / ${{ matrix.config }} config is currently being skipped due to OOM associated with the upgrade to TF 2.6." \ | |
| && echo "::set-output name=is_config_exists::false" && exit 0 | |
| fi | |
| # Skip job if a given type is not available for a given dataset | |
| if [[ -z "${DOMAIN_FILE}" && "${{ matrix.type }}" == "core" ]]; then | |
| echo "::warning::The ${{ matrix.dataset }} dataset doesn't include core type. Skipping the job." \ | |
| && echo "::set-output name=is_config_exists::false" && exit 0 | |
| fi | |
| test -f dataset/configs/$CONFIG || (echo "::warning::The ${{ matrix.config }} configuration file doesn't exist. Skipping the job." \ | |
| && echo "::set-output name=is_dataset_exists::false" && exit 0) | |
| echo "DATASET=${DATASET}" >> $GITHUB_ENV | |
| echo "CONFIG=${CONFIG}" >> $GITHUB_ENV | |
| echo "DOMAIN_FILE=${DOMAIN_FILE}" >> $GITHUB_ENV | |
| echo "EXTERNAL_DATASET_REPOSITORY_BRANCH=${EXTERNAL_DATASET_REPOSITORY_BRANCH}" >> $GITHUB_ENV | |
| echo "IS_EXTERNAL=${IS_EXTERNAL}" >> $GITHUB_ENV | |
| if [[ -z "${TRAIN_DIR}" ]]; then | |
| echo "TRAIN_DIR=train" >> $GITHUB_ENV | |
| else | |
| echo "TRAIN_DIR=${TRAIN_DIR}" >> $GITHUB_ENV | |
| fi | |
| if [[ -z "${TEST_DIR}" ]]; then | |
| echo "TEST_DIR=test" >> $GITHUB_ENV | |
| else | |
| echo "TEST_DIR=${TEST_DIR}" >> $GITHUB_ENV | |
| fi | |
| HOST_NAME=`hostname` | |
| echo "HOST_NAME=${HOST_NAME}" >> $GITHUB_ENV | |
| - name: Checkout dataset - external | |
| uses: actions/checkout@v3 | |
| if: steps.set_dataset_config_vars.outputs.is_external == 'true' | |
| with: | |
| repository: ${{ env.DATASET }} | |
| token: ${{ secrets.ML_TEST_SA_PAT }} | |
| path: "dataset_external" | |
| ref: ${{ env.EXTERNAL_DATASET_REPOSITORY_BRANCH }} | |
| - name: Set dataset commit | |
| id: set-dataset-commit | |
| working-directory: ${{ env.DATASET_DIR }} | |
| run: | | |
| DATASET_COMMIT=$(git rev-parse HEAD) | |
| echo $DATASET_COMMIT | |
| echo "::set-output name=dataset_commit::$DATASET_COMMIT" | |
| - name: Start Datadog Agent | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| env: | |
| DATASET_NAME: "${{ matrix.dataset }}" | |
| CONFIG: "${{ matrix.config }}" | |
| DATASET_COMMIT: "${{ steps.set-dataset-commit.outputs.dataset_commit }}" | |
| BRANCH: ${{ github.ref }} | |
| GITHUB_SHA: "${{ github.sha }}" | |
| TYPE: "${{ matrix.type }}" | |
| DATASET_REPOSITORY_BRANCH: "main" | |
| INDEX_REPETITION: "${{ matrix.index_repetition }}" | |
| run: | | |
| .github/scripts/start_dd_agent.sh "${{ secrets.DD_API_KEY }}" "${{ env.ACCELERATOR_TYPE }}" ${{ env.NVML_INTERVAL_IN_SEC }} | |
| - name: Set up Python 3.10 🐍 | |
| uses: actions/setup-python@b55428b1882923874294fa556849718a1d7f2ca5 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| with: | |
| python-version: '3.10' | |
| - name: Read Poetry Version 🔢 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: | | |
| echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV | |
| shell: bash | |
| - name: Install poetry 🦄 | |
| uses: Gr1N/setup-poetry@09236184f6c1ab47c0dc9c1001c7fe200cf2afb0 # v7 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| with: | |
| poetry-version: ${{ env.POETRY_VERSION }} | |
| - name: Load Poetry Cached Libraries ⬇ | |
| uses: actions/cache@v3 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| with: | |
| path: ~/.cache/pypoetry/virtualenvs | |
| key: ${{ runner.os }}-poetry-${{ env.POETRY_VERSION }}-3.9-${{ hashFiles('**/poetry.lock') }}-${{ secrets.POETRY_CACHE_VERSION }} | |
| - name: Install Dependencies 📦 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: | | |
| make install-full | |
| poetry run python -m spacy download de_core_news_md | |
| - name: Install datadog-api-client | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: poetry run pip install -U datadog-api-client | |
| - name: Validate that GPUs are working | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: |- | |
| poetry run python .github/scripts/validate_gpus.py | |
| - name: Download pretrained models 💪 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: |- | |
| poetry run python .github/scripts/download_pretrained.py --config dataset/configs/${CONFIG} | |
| - name: Run test | |
| id: run_test | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| env: | |
| TFHUB_CACHE_DIR: ~/.tfhub_cache/ | |
| OMP_NUM_THREADS: 1 | |
| run: |- | |
| poetry run rasa --version | |
| export NOW_TRAIN=$(gomplate -i '{{ (time.Now).Format time.RFC3339}}'); | |
| cd ${{ github.workspace }} | |
| if [[ "${{ steps.set_dataset_config_vars.outputs.is_external }}" == "true" ]]; then | |
| export DATASET=. | |
| fi | |
| if [[ "${{ matrix.type }}" == "nlu" ]]; then | |
| poetry run rasa train nlu --quiet -u "${DATASET_DIR}/${DATASET}/${TRAIN_DIR}" -c "dataset/configs/${CONFIG}" --out "${DATASET_DIR}/models/${DATASET}/${CONFIG}" | |
| echo "::set-output name=train_run_time::$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" | |
| export NOW_TEST=$(gomplate -i '{{ (time.Now).Format time.RFC3339}}'); | |
| poetry run rasa test nlu --quiet -u "${DATASET_DIR}/$DATASET/${TEST_DIR}" -m "${DATASET_DIR}/models/$DATASET/$CONFIG" --out "${{ github.workspace }}/results/$DATASET/$CONFIG" | |
| echo "::set-output name=test_run_time::$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TEST") }}{{ (time.Since $t).Round (time.Second 1) }}')" | |
| echo "::set-output name=total_run_time::$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" | |
| elif [[ "${{ matrix.type }}" == "core" ]]; then | |
| poetry run rasa train core --quiet -s ${DATASET_DIR}/$DATASET/$TRAIN_DIR -c dataset/configs/$CONFIG -d ${DATASET_DIR}/${DATASET}/${DOMAIN_FILE} | |
| echo "::set-output name=train_run_time::$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" | |
| export NOW_TEST=$(gomplate -i '{{ (time.Now).Format time.RFC3339}}'); | |
| poetry run rasa test core -s "${DATASET_DIR}/${DATASET}/${TEST_DIR}" --out "${{ github.workspace }}/results/${{ matrix.dataset }}/${{ matrix.config }}" | |
| echo "::set-output name=test_run_time::$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TEST") }}{{ (time.Since $t).Round (time.Second 1) }}')" | |
| echo "::set-output name=total_run_time::$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" | |
| fi | |
| - name: Generate a JSON file with a report / Publish results to Datadog | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| env: | |
| SUMMARY_FILE: "./report.json" | |
| DATASET_NAME: ${{ matrix.dataset }} | |
| RESULT_DIR: "${{ github.workspace }}/results" | |
| CONFIG: ${{ matrix.config }} | |
| TEST_RUN_TIME: ${{ steps.run_test.outputs.test_run_time }} | |
| TRAIN_RUN_TIME: ${{ steps.run_test.outputs.train_run_time }} | |
| TOTAL_RUN_TIME: ${{ steps.run_test.outputs.total_run_time }} | |
| DATASET_REPOSITORY_BRANCH: "main" | |
| TYPE: ${{ matrix.type }} | |
| INDEX_REPETITION: ${{ matrix.index_repetition }} | |
| DATASET_COMMIT: ${{ steps.set-dataset-commit.outputs.dataset_commit }} | |
| BRANCH: ${{ github.ref }} | |
| PR_ID: "${{ github.event.number }}" | |
| PR_URL: "" | |
| DD_APP_KEY: ${{ secrets.DD_APP_KEY_PERF_TEST }} | |
| DD_API_KEY: ${{ secrets.DD_API_KEY }} | |
| DD_SITE: datadoghq.eu | |
| run: |- | |
| poetry run pip install analytics-python | |
| poetry run python .github/scripts/mr_publish_results.py | |
| cat $SUMMARY_FILE | |
| - name: Upload an artifact with the report | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: report-${{ matrix.dataset }}-${{ matrix.config }}-${{ matrix.index_repetition }} | |
| path: report.json | |
| # Prepare diagnostic data for the configs which evaluate dialog policy performance | |
| - name: Prepare diagnostic data | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' && matrix.type == 'core' | |
| run: | | |
| # Create dummy files to preserve directory structure when uploading artifacts | |
| # See: https://github.com/actions/upload-artifact/issues/174 | |
| touch "results/${{ matrix.dataset }}/.keep" | |
| touch "results/${{ matrix.dataset }}/${{ matrix.config }}/.keep" | |
| - name: Upload an artifact with diagnostic data | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' && matrix.type == 'core' | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: diagnostic_data | |
| path: | | |
| results/**/.keep | |
| results/${{ matrix.dataset }}/${{ matrix.config }}/failed_test_stories.yml | |
| results/${{ matrix.dataset }}/${{ matrix.config }}/story_confusion_matrix.png | |
| - name: Stop Datadog Agent | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: | | |
| sudo service datadog-agent stop | |
| - name: Check duplicate issue | |
| if: failure() && github.event_name == 'schedule' | |
| uses: actions/github-script@d556feaca394842dc55e4734bf3bb9f685482fa0 | |
| id: issue-exists | |
| with: | |
| result-encoding: string | |
| github-token: ${{ github.token }} | |
| script: | | |
| // Get all open issues | |
| const opts = await github.issues.listForRepo.endpoint.merge({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| state: 'open', | |
| labels: ${{ env.GITHUB_ISSUE_LABELS }} | |
| }); | |
| const issues = await github.paginate(opts) | |
| // Check if issue exist by comparing title and body | |
| for (const issue of issues) { | |
| if (issue.title.includes('${{ env.GITHUB_ISSUE_TITLE }}') && | |
| issue.body.includes('${{ matrix.dataset }}') && | |
| issue.body.includes('${{ matrix.config }}')) { | |
| console.log(`Found an exist issue \#${issue.number}. Skip the following steps.`); | |
| return 'true' | |
| } | |
| } | |
| return 'false' | |
| - name: Create GitHub Issue 📬 | |
| id: create-issue | |
| if: failure() && steps.issue-exists.outputs.result == 'false' && github.event_name == 'schedule' | |
| uses: actions/github-script@d556feaca394842dc55e4734bf3bb9f685482fa0 | |
| with: | |
| # do not use GITHUB_TOKEN here because it wouldn't trigger subsequent workflows | |
| github-token: ${{ secrets.RASABOT_GITHUB_TOKEN }} | |
| script: | | |
| var issue = await github.issues.create({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| title: '${{ env.GITHUB_ISSUE_TITLE }}', | |
| labels: ${{ env.GITHUB_ISSUE_LABELS }}, | |
| body: '*This PR is automatically created by the Scheduled Model Regression Test workflow. Checkout the Github Action Run [here](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}).* <br> --- <br> **Description of Problem:** <br> Scheduled Model Regression Test failed. <br> **Configuration**: `${{ matrix.config }}` <br> **Dataset**: `${{ matrix.dataset}}`' | |
| }) | |
| return issue.data.number | |
| - name: Notify Slack of Failure 😱 | |
| if: failure() && steps.issue-exists.outputs.result == 'false' && github.event_name == 'schedule' | |
| uses: 8398a7/action-slack@a189acbf0b7ea434558662ae25a0de71df69a435 # v3 | |
| with: | |
| status: custom | |
| fields: workflow,job,commit,repo,ref,author,took | |
| custom_payload: | | |
| { | |
| attachments: [{ | |
| fallback: 'fallback', | |
| color: '${{ job.status }}' === 'success' ? 'good' : '${{ job.status }}' === 'failure' ? 'danger' : 'warning', | |
| title: `${process.env.AS_WORKFLOW}`, | |
| text: 'Scheduled model regression test failed :no_entry:️', | |
| fields: [{ | |
| title: 'Configuration', | |
| value: '${{ matrix.config }}', | |
| short: false | |
| }, | |
| { | |
| title: 'Dataset', | |
| value: '${{ matrix.dataset }}', | |
| short: false | |
| }, | |
| { | |
| title: 'GitHub Issue', | |
| value: `https://github.com/${{ github.repository }}/issues/${{ steps.create-issue.outputs.result }}`, | |
| short: false | |
| }, | |
| { | |
| title: 'GitHub Action', | |
| value: `https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}`, | |
| short: false | |
| }], | |
| actions: [{ | |
| }] | |
| }] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_CI_MODEL_REGRESSION_TEST }} | |
| combine_reports: | |
| name: Combine reports | |
| runs-on: ubuntu-22.04 | |
| needs: | |
| - model_regression_test_gpu | |
| if: always() && needs.model_regression_test_gpu.result == 'success' | |
| steps: | |
| - name: Checkout git repository 🕝 | |
| uses: actions/checkout@v3 | |
| - name: Set up Python 3.10 🐍 | |
| uses: actions/setup-python@b55428b1882923874294fa556849718a1d7f2ca5 | |
| with: | |
| python-version: '3.10' | |
| - name: Get reports | |
| uses: actions/download-artifact@v3 | |
| with: | |
| path: reports/ | |
| - name: Display structure of downloaded files | |
| continue-on-error: true | |
| run: ls -R | |
| working-directory: reports/ | |
| - name: Merge all reports | |
| env: | |
| SUMMARY_FILE: "./report.json" | |
| REPORTS_DIR: "reports/" | |
| run: | | |
| python .github/scripts/mr_generate_summary.py | |
| cat $SUMMARY_FILE | |
| - name: Upload an artifact with the overall report | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: report.json | |
| path: ./report.json | |
| analyse_performance: | |
| name: Analyse Performance | |
| runs-on: ubuntu-22.04 | |
| if: always() && github.event_name == 'schedule' | |
| needs: | |
| - model_regression_test_gpu | |
| - combine_reports | |
| env: | |
| GITHUB_ISSUE_TITLE: "Scheduled Model Regression Test Performance Drops" | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| - name: Download report from last on-schedule regression test | |
| run: | | |
| # Get ID of last on-schedule workflow | |
| SCHEDULE_ID=$(curl -X GET -s -H 'Authorization: token ${{ secrets.GITHUB_TOKEN }}' -H "Accept: application/vnd.github.v3+json" \ | |
| "https://api.github.com/repos/${{ github.repository }}/actions/workflows" \ | |
| | jq -r '.workflows[] | select(.name == "${{ github.workflow }}") | select(.path | test("schedule")) | .id') | |
| ARTIFACT_URL=$(curl -s -H 'Authorization: token ${{ secrets.GITHUB_TOKEN }}' -H "Accept: application/vnd.github.v3+json" \ | |
| "https://api.github.com/repos/${{ github.repository }}/actions/workflows/${SCHEDULE_ID}/runs?event=schedule&status=completed&branch=main&per_page=1" | jq -r .workflow_runs[0].artifacts_url) | |
| DOWNLOAD_URL=$(curl -s -H 'Authorization: token ${{ secrets.GITHUB_TOKEN }}' -H "Accept: application/vnd.github.v3+json" "${ARTIFACT_URL}" \ | |
| | jq -r '.artifacts[] | select(.name == "report.json") | .archive_download_url') | |
| # Download the artifact | |
| curl -H 'Authorization: token ${{ secrets.GITHUB_TOKEN }}' -LJO -H "Accept: application/vnd.github.v3+json" $DOWNLOAD_URL | |
| # Unzip and change name | |
| unzip report.json.zip && mv report.json report_main.json | |
| - name: Download the report | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: report.json | |
| - name: Download gomplate | |
| run: |- | |
| sudo curl -o /usr/local/bin/gomplate -sSL https://github.com/hairyhenderson/gomplate/releases/download/v3.9.0/gomplate_linux-amd64 | |
| sudo chmod +x /usr/local/bin/gomplate | |
| - name: Analyse Performance 🔍 | |
| id: performance | |
| run: | | |
| OUTPUT="$(gomplate -d data=report.json -d results_main=report_main.json -f .github/templates/model_regression_test_results.tmpl)" | |
| OUTPUT="${OUTPUT//$'\n'/'%0A'}" | |
| OUTPUT="${OUTPUT//$'\r'/'%0D'}" | |
| OUTPUT="$(echo $OUTPUT | sed 's|`|\\`|g')" | |
| echo "::set-output name=report_description::${OUTPUT}" | |
| IS_DROPPED=false | |
| # Loop through all negative values within parentheses | |
| # Set IS_DROPPED to true if there is any value lower | |
| # than the threshold | |
| for x in $(grep -o '\(-[0-9.]\+\)' <<< $OUTPUT); do | |
| if (( $(bc -l <<< "${{ env.PERFORMANCE_DROP_THRESHOLD }} > $x") )); then | |
| IS_DROPPED=true | |
| echo "The decrease of some test performance is > ${{ env.PERFORMANCE_DROP_THRESHOLD }}. Executing the following steps..." | |
| break | |
| fi | |
| done | |
| echo "::set-output name=is_dropped::$IS_DROPPED" | |
| - name: Check duplicate issue | |
| if: steps.performance.outputs.is_dropped == 'true' | |
| uses: actions/github-script@d556feaca394842dc55e4734bf3bb9f685482fa0 | |
| id: issue-exists | |
| with: | |
| result-encoding: string | |
| github-token: ${{ github.token }} | |
| script: | | |
| // Get all open issues based on labels | |
| const opts = await github.issues.listForRepo.endpoint.merge({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| state: 'open', | |
| labels: ${{ env.GITHUB_ISSUE_LABELS }} | |
| }); | |
| const issues = await github.paginate(opts) | |
| // Check if issue exist by comparing title | |
| for (const issue of issues) { | |
| if (issue.title.includes('${{ env.GITHUB_ISSUE_TITLE }}') ) { | |
| console.log(`Found an exist issue \#${issue.number}. Skip the following steps.`); | |
| return 'true' | |
| } | |
| } | |
| return 'false' | |
| - name: Create GitHub Issue 📬 | |
| id: create-issue | |
| if: steps.performance.outputs.is_dropped == 'true' && steps.issue-exists.outputs.result == 'false' | |
| uses: actions/github-script@d556feaca394842dc55e4734bf3bb9f685482fa0 | |
| with: | |
| # do not use GITHUB_TOKEN here because it wouldn't trigger subsequent workflows | |
| github-token: ${{ secrets.RASABOT_GITHUB_TOKEN }} | |
| script: | | |
| // Prepare issue body | |
| let issue_body = '*This PR is automatically created by the Scheduled Model Regression Test workflow. Checkout the Github Action Run [here](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}).* <br> --- <br> **Description of Problem:** <br> Some test performance scores **decreased**. Please look at the following table for more details. <br>' | |
| issue_body += `${{ steps.performance.outputs.report_description }}` | |
| // Open issue | |
| var issue = await github.issues.create({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| title: '${{ env.GITHUB_ISSUE_TITLE }}', | |
| labels: ${{ env.GITHUB_ISSUE_LABELS }}, | |
| body: issue_body | |
| }) | |
| return issue.data.number | |
| - name: Notify Slack when Performance Drops 💬 | |
| if: steps.performance.outputs.is_dropped == 'true' && steps.issue-exists.outputs.result == 'false' | |
| uses: 8398a7/action-slack@a189acbf0b7ea434558662ae25a0de71df69a435 #v3 | |
| with: | |
| status: custom | |
| fields: workflow,job,commit,repo,ref,author,took | |
| custom_payload: | | |
| { | |
| attachments: [{ | |
| fallback: 'fallback', | |
| color: 'danger', | |
| title: `${process.env.AS_WORKFLOW}`, | |
| text: 'Scheduled model regression test performance drops :chart_with_downwards_trend:', | |
| fields: [{ | |
| title: 'GitHub Issue', | |
| value: `https://github.com/${{ github.repository }}/issues/${{ steps.create-issue.outputs.result }}`, | |
| short: false | |
| }, | |
| { | |
| title: 'GitHub Action', | |
| value: `https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}`, | |
| short: false | |
| }], | |
| actions: [{ | |
| }] | |
| }] | |
| } | |
| env: | |
| SLACK_WEBHOOK_URL: ${{ secrets.SLACK_CI_MODEL_REGRESSION_TEST }} | |
| remove_runner_gpu: | |
| name: Delete Github Runner - GPU | |
| if: always() | |
| needs: | |
| - deploy_runner_gpu | |
| - model_regression_test_gpu | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - name: Setup Python | |
| id: python | |
| uses: actions/setup-python@c4e89fac7e8767b327bbad6cb4d859eda999cf08 | |
| with: | |
| python-version: '3.8' | |
| - name: Export CLOUDSDK_PYTHON env variable | |
| run: | | |
| echo "CLOUDSDK_PYTHON=${{ steps.python.outputs.python-path }}" >> $GITHUB_OUTPUT | |
| export CLOUDSDK_PYTHON=${{ steps.python.outputs.python-path }} | |
| # Setup gcloud auth | |
| - uses: google-github-actions/auth@ef5d53e30bbcd8d0836f4288f5e50ff3e086997d | |
| with: | |
| service_account: ${{ secrets.GKE_RASA_CI_GPU_SA_NAME_RASA_CI_CD }} | |
| credentials_json: ${{ secrets.GKE_SA_RASA_CI_CD_GPU_RASA_CI_CD }} | |
| # Get the GKE credentials for the cluster | |
| - name: Get GKE Cluster Credentials | |
| uses: google-github-actions/get-gke-credentials@894c221960ab1bc16a69902f29f090638cca753f | |
| with: | |
| cluster_name: ${{ secrets.GKE_GPU_CLUSTER_RASA_CI_CD }} | |
| location: ${{ env.GKE_ZONE }} | |
| project_id: ${{ secrets.GKE_SA_RASA_CI_GPU_PROJECT_RASA_CI_CD }} | |
| - name: Remove Github Runner | |
| run: kubectl -n github-runner delete deployments github-runner-${GITHUB_RUN_ID} --grace-period=30 |