Add upper limit version constraint for scipy on 3.6.x (#13031) #30169
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| # The docs: | |
| # - https://www.notion.so/rasa/The-CI-for-model-regression-tests-aa579d5524a544af992f97d132bcc2de | |
| # - https://www.notion.so/rasa/Datadog-Usage-Documentation-422099c9a3a24f5a99d92d904537dd0b | |
| name: CI - Model Regression | |
| on: | |
| push: | |
| branches: | |
| - "[0-9]+.[0-9]+.x" | |
| tags: | |
| - "**" | |
| pull_request: | |
| types: [opened, synchronize, labeled] | |
| concurrency: | |
| group: ci-model-regression-${{ github.ref }} # branch or tag name | |
| cancel-in-progress: true | |
| env: | |
| GKE_ZONE: us-central1 | |
| GCLOUD_VERSION: "318.0.0" | |
| DD_PROFILING_ENABLED: false | |
| TF_FORCE_GPU_ALLOW_GROWTH: true | |
| NVML_INTERVAL_IN_SEC: 1 | |
| jobs: | |
| read_test_configuration: | |
| name: Reads tests configuration | |
| if: ${{ github.repository == 'RasaHQ/rasa' && contains(github.event.pull_request.labels.*.name, 'status:model-regression-tests') }} | |
| runs-on: ubuntu-22.04 | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| matrix_length: ${{ steps.set-matrix.outputs.matrix_length }} | |
| configuration_id: ${{ steps.fc_config.outputs.comment-id }} | |
| dataset_branch: ${{ steps.set-dataset-branch.outputs.dataset_branch }} | |
| steps: | |
| - name: Checkout main | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| - 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: Find a comment with configuration | |
| uses: tczekajlo/find-comment@16228d0f2100e06ea9bf8c0e7fe7287b7c6b531d | |
| id: fc_config | |
| with: | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| issue-number: ${{ github.event.number }} | |
| body-includes: "^/modeltest" | |
| - run: echo ${{ steps.fc_config.outputs.comment-id }} | |
| # This step has to happen before the other configuration details are read from | |
| # the same PR comment, because we need to check out the correct branch to feed the | |
| # dataset mapping and configs into the 'Read configuration from a PR comment' step | |
| # which creates the experiments matrix | |
| - name: Read dataset branch from a PR comment | |
| if: steps.fc_config.outputs.comment-id != '' | |
| id: set-dataset-branch | |
| run: |- | |
| source <(gomplate -d github=https://api.github.com/repos/${{ github.repository }}/issues/comments/${{ steps.fc_config.outputs.comment-id }} -H 'github=Authorization:token ${{ secrets.GITHUB_TOKEN }}' -f .github/templates/model_regression_test_read_dataset_branch.tmpl) | |
| echo "dataset_branch=${DATASET_BRANCH}" >> $GITHUB_OUTPUT | |
| - name: Checkout dataset | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| with: | |
| repository: ${{ secrets.DATASET_REPOSITORY }} | |
| token: ${{ secrets.ML_TEST_SA_PAT }} | |
| path: "dataset" | |
| ref: ${{ steps.set-dataset-branch.outputs.dataset_branch }} | |
| - name: Render help description from template | |
| id: get_help_description | |
| run: | | |
| OUTPUT=$(gomplate -d mapping=./dataset/dataset_config_mapping.json -f .github/templates/model_regression_test_config_comment.tmpl) | |
| OUTPUT="${OUTPUT//$'\n'/'%0A'}" | |
| OUTPUT="${OUTPUT//$'\r'/'%0D'}" | |
| echo "help_description=$OUTPUT" >> $GITHUB_OUTPUT | |
| - name: Create a comment with help description | |
| uses: RasaHQ/create-comment@da7b2ec20116674919493bb5894eea70fdaa6486 | |
| with: | |
| mode: "delete-previous" | |
| id: comment_help_description | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| body: | | |
| ${{ steps.get_help_description.outputs.help_description }} | |
| - if: steps.fc_config.outputs.comment-id == '' | |
| run: echo "::error::Cannot find a comment with the configuration" | |
| name: Log a warning message if a configuration cannot be found | |
| - name: Read configuration from a PR comment | |
| if: steps.fc_config.outputs.comment-id != '' | |
| id: set-matrix | |
| run: |- | |
| matrix=$(gomplate -d mapping=./dataset/dataset_config_mapping.json -d github=https://api.github.com/repos/${{ github.repository }}/issues/comments/${{ steps.fc_config.outputs.comment-id }} -H 'github=Authorization:token ${{ secrets.GITHUB_TOKEN }}' -f .github/templates/model_regression_test_config_to_json.tmpl) | |
| if [ $? -ne 0 ]; then | |
| echo "::error::Cannot read config from PR. Please double check your config." | |
| exit 1 | |
| fi | |
| matrix_length=$(echo $matrix | jq '.[] | length') | |
| echo "matrix_length=$matrix_length" >> $GITHUB_OUTPUT | |
| echo "matrix=$matrix" >> $GITHUB_OUTPUT | |
| - name: Update the comment with the configuration | |
| uses: peter-evans/create-or-update-comment@3383acd359705b10cb1eeef05c0e88c056ea4666 | |
| if: steps.fc_config.outputs.comment-id != '' | |
| with: | |
| comment-id: ${{ steps.fc_config.outputs.comment-id }} | |
| body: | | |
| <!-- comment-id:comment_configuration --> | |
| reactions: eyes | |
| - name: Re-create the comment with the configuration | |
| uses: RasaHQ/create-comment@da7b2ec20116674919493bb5894eea70fdaa6486 | |
| if: steps.fc_config.outputs.comment-id != '' && steps.fc_config.outputs.comment-body != '' | |
| with: | |
| mode: "delete-previous" | |
| id: comment_configuration | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| body: ${{ steps.fc_config.outputs.comment-body }} | |
| - name: Find a comment with configuration - update | |
| uses: tczekajlo/find-comment@16228d0f2100e06ea9bf8c0e7fe7287b7c6b531d | |
| id: fc_config_update | |
| with: | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| issue-number: ${{ github.event.number }} | |
| body-includes: "^/modeltest" | |
| - name: Add reaction | |
| uses: peter-evans/create-or-update-comment@3383acd359705b10cb1eeef05c0e88c056ea4666 | |
| if: steps.fc_config_update.outputs.comment-id != '' | |
| with: | |
| edit-mode: "replace" | |
| comment-id: ${{ steps.fc_config_update.outputs.comment-id }} | |
| reactions: heart, hooray, rocket | |
| - name: Add a comment that the tests are in progress | |
| uses: RasaHQ/create-comment@da7b2ec20116674919493bb5894eea70fdaa6486 | |
| if: steps.fc_config_update.outputs.comment-id != '' | |
| with: | |
| mode: "delete-previous" | |
| id: comment_tests_in_progress | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| body: | | |
| The model regression tests have started. It might take a while, please be patient. | |
| As soon as results are ready you'll see a new comment with the results. | |
| Used configuration can be found in [the comment.](https://github.com/${{ github.repository }}/pull/${{ github.event.number}}#issuecomment-${{ steps.fc_config_update.outputs.comment-id }}) | |
| deploy_runner_gpu: | |
| name: Deploy Github Runner - GPU | |
| needs: read_test_configuration | |
| runs-on: ubuntu-22.04 | |
| if: ${{ contains(github.event.pull_request.labels.*.name, 'runner:gpu') && github.repository == 'RasaHQ/rasa' && contains(github.event.pull_request.labels.*.name, 'status:model-regression-tests') && needs.read_test_configuration.outputs.configuration_id != '' }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| - name: Download gomplate | |
| run: |- | |
| sudo curl -o /usr/local/bin/gomplate -sSL https://github.com/hairyhenderson/gomplate/releases/download/v3.9.0/gomplate_linux-amd64 | |
| sudo chmod +x /usr/local/bin/gomplate | |
| - name: Get TensorFlow version | |
| run: |- | |
| # Read TF version from poetry.lock file | |
| pip install toml | |
| TF_VERSION=$(scripts/read_tensorflow_version.sh) | |
| # Keep the first 3 characters, e.g. we keep 2.3 if TF_VERSION is 2.3.4 | |
| TF_VERSION=${TF_VERSION::3} | |
| 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@3665186a8c1a022b28a1dbe0954e73aa9081ea9e | |
| 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@e8df18b60c5dd38ba618c121b779307266153fbf | |
| 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 | |
| model_regression_test_gpu: | |
| name: Model Regression Tests - GPU | |
| 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" | |
| 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)}} | |
| fail-fast: false | |
| if: ${{ contains(github.event.pull_request.labels.*.name, 'runner:gpu') && github.repository == 'RasaHQ/rasa' && contains(github.event.pull_request.labels.*.name, 'status:model-regression-tests') && needs.read_test_configuration.outputs.configuration_id != '' }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| - name: Checkout dataset | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| with: | |
| repository: ${{ secrets.DATASET_REPOSITORY }} | |
| token: ${{ secrets.ML_TEST_SA_PAT }} | |
| path: "dataset" | |
| ref: ${{ needs.read_test_configuration.outputs.dataset_branch }} | |
| - name: Set env variables | |
| id: set_dataset_config_vars | |
| env: | |
| DATASET_NAME: "${{ 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 "is_dataset_exists=true" >> $GITHUB_OUTPUT | |
| echo "is_config_exists=true" >> $GITHUB_OUTPUT | |
| echo "is_external=${IS_EXTERNAL}" >> $GITHUB_OUTPUT | |
| # Warn about job if dataset is Hermit and config is BERT + DIET(seq) + ResponseSelector(t2t) or Sparse + BERT + DIET(seq) + ResponseSelector(t2t) | |
| if [[ "${{ matrix.dataset }}" == "Hermit" && "${{ matrix.config }}" =~ "BERT + DIET(seq) + ResponseSelector(t2t)" ]]; then | |
| echo "::warning::This ${{ matrix.dataset }} dataset / ${{ matrix.config }} config is currently being skipped on scheduled tests due to OOM associated with the upgrade to TF 2.6. You may see OOM here." | |
| fi | |
| if [[ "${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 "is_config_exists=false" >> $GITHUB_OUTPUT && exit 0) | |
| fi | |
| # Skip job if a given type is not available for a given dataset | |
| if [[ -z "${DOMAIN_FILE}" && "${{ matrix.type }}" == "core" ]]; then | |
| echo "::warning::The ${{ matrix.dataset }} dataset doesn't include core type. Skipping the job." \ | |
| && echo "is_config_exists=false" >> $GITHUB_OUTPUT && exit 0 | |
| fi | |
| test -f dataset/configs/$CONFIG || (echo "::warning::The ${{ matrix.config }} configuration file doesn't exist. Skipping the job." \ | |
| && echo "is_dataset_exists=false" >> $GITHUB_OUTPUT && exit 0) | |
| echo "DATASET=${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@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| 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 $DATASET_COMMIT | |
| echo "dataset_commit=$DATASET_COMMIT" >> $GITHUB_OUTPUT | |
| - name: Start Datadog Agent | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| env: | |
| DATASET_NAME: "${{ matrix.dataset }}" | |
| CONFIG: "${{ matrix.config }}" | |
| DATASET_COMMIT: "${{ steps.set-dataset-commit.outputs.dataset_commit }}" | |
| BRANCH: ${{ github.head_ref }} | |
| GITHUB_SHA: "${{ github.sha }}" | |
| PR_ID: "${{ github.event.number }}" | |
| TYPE: "${{ matrix.type }}" | |
| DATASET_REPOSITORY_BRANCH: ${{ needs.read_test_configuration.outputs.dataset_branch }} | |
| INDEX_REPETITION: "${{ matrix.index_repetition }}" | |
| run: | | |
| export PR_URL="https://github.com/${GITHUB_REPOSITORY}/pull/${{ github.event.number }}" | |
| .github/scripts/start_dd_agent.sh "${{ secrets.DD_API_KEY }}" "${{ env.ACCELERATOR_TYPE }}" ${{ env.NVML_INTERVAL_IN_SEC }} | |
| - name: Set up Python 3.10 🐍 | |
| uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| with: | |
| python-version: '3.10' | |
| - name: Read Poetry Version 🔢 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: | | |
| echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV | |
| shell: bash | |
| - name: Install poetry 🦄 | |
| uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8 | |
| 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@88522ab9f39a2ea568f7027eddc7d8d8bc9d59c8 | |
| 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 dependencies | |
| 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 ddtrace | |
| - 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 ddtrace-run rasa train nlu --quiet -u ${DATASET_DIR}/${DATASET}/${TRAIN_DIR} -c dataset/configs/${CONFIG} --out ${DATASET_DIR}/models/${DATASET}/${CONFIG} | |
| echo "train_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| export NOW_TEST=$(gomplate -i '{{ (time.Now).Format time.RFC3339}}'); | |
| poetry run ddtrace-run rasa test nlu --quiet -u ${DATASET_DIR}/$DATASET/${TEST_DIR} -m ${DATASET_DIR}/models/$DATASET/$CONFIG --out ${{ github.workspace }}/results/$DATASET/$CONFIG | |
| echo "test_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TEST") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| echo "total_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| elif [[ "${{ matrix.type }}" == "core" ]]; then | |
| poetry run ddtrace-run rasa train core --quiet -s ${DATASET_DIR}/$DATASET/$TRAIN_DIR -c dataset/configs/$CONFIG -d ${DATASET_DIR}/${DATASET}/${DOMAIN_FILE} | |
| echo "train_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| export NOW_TEST=$(gomplate -i '{{ (time.Now).Format time.RFC3339}}'); | |
| poetry run ddtrace-run rasa test core -s ${DATASET_DIR}/${DATASET}/${TEST_DIR} --out ${{ github.workspace }}/results/${{ matrix.dataset }}/${CONFIG} | |
| echo "test_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TEST") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| echo "total_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| 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: ${{ needs.read_test_configuration.outputs.dataset_branch }} | |
| TYPE: ${{ matrix.type }} | |
| INDEX_REPETITION: ${{ matrix.index_repetition }} | |
| DATASET_COMMIT: ${{ steps.set-dataset-commit.outputs.dataset_commit }} | |
| BRANCH: ${{ github.head_ref }} | |
| GITHUB_SHA: "${{ github.sha }}" | |
| PR_ID: "${{ github.event.number }}" | |
| DD_APP_KEY: ${{ secrets.DD_APP_KEY_PERF_TEST }} | |
| DD_API_KEY: ${{ secrets.DD_API_KEY }} | |
| DD_SITE: datadoghq.eu | |
| run: |- | |
| export PR_URL="https://github.com/${GITHUB_REPOSITORY}/pull/${{ github.event.number }}" | |
| poetry run pip install analytics-python | |
| poetry run python .github/scripts/mr_publish_results.py | |
| cat $SUMMARY_FILE | |
| - name: Upload an artifact with the report | |
| uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| with: | |
| name: report-${{ matrix.dataset }}-${{ matrix.config }}-${{ matrix.index_repetition }} | |
| path: report.json | |
| - name: Stop Datadog Agent | |
| if: ${{ always() && 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 | |
| model_regression_test_cpu: | |
| name: Model Regression Tests - CPU | |
| needs: | |
| - read_test_configuration | |
| env: | |
| ACCELERATOR_TYPE: "CPU" | |
| runs-on: ubuntu-22.04 | |
| strategy: | |
| max-parallel: 3 | |
| matrix: ${{fromJson(needs.read_test_configuration.outputs.matrix)}} | |
| fail-fast: false | |
| if: ${{ !contains(github.event.pull_request.labels.*.name, 'runner:gpu') && github.repository == 'RasaHQ/rasa' && contains(github.event.pull_request.labels.*.name, 'status:model-regression-tests') && needs.read_test_configuration.outputs.configuration_id != '' }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| - name: Checkout dataset | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| with: | |
| repository: ${{ secrets.DATASET_REPOSITORY }} | |
| token: ${{ secrets.ML_TEST_SA_PAT }} | |
| path: "dataset" | |
| ref: ${{ needs.read_test_configuration.outputs.dataset_branch }} | |
| - name: Download gomplate | |
| run: |- | |
| sudo curl -o /usr/local/bin/gomplate -sSL https://github.com/hairyhenderson/gomplate/releases/download/v3.9.0/gomplate_linux-amd64 | |
| sudo chmod +x /usr/local/bin/gomplate | |
| - name: Set env variables | |
| id: set_dataset_config_vars | |
| env: | |
| DATASET_NAME: "${{ 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 "is_dataset_exists=true" >> $GITHUB_OUTPUT | |
| echo "is_config_exists=true" >> $GITHUB_OUTPUT | |
| echo "is_external=${IS_EXTERNAL}" >> $GITHUB_OUTPUT | |
| if [[ "${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 "is_config_exists=false" >> $GITHUB_OUTPUT && exit 0) | |
| fi | |
| # Skip job if a given type is not available for a given dataset | |
| if [[ -z "${DOMAIN_FILE}" && "${{ matrix.type }}" == "core" ]]; then | |
| echo "::warning::The ${{ matrix.dataset }} dataset doesn't include core type. Skipping the job." \ | |
| && echo "is_config_exists=false" >> $GITHUB_OUTPUT && exit 0 | |
| fi | |
| test -f dataset/configs/$CONFIG || (echo "::warning::The ${{ matrix.config }} configuration file doesn't exist. Skipping the job." \ | |
| && echo "is_dataset_exists=false" >> $GITHUB_OUTPUT && exit 0) | |
| echo "DATASET=${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@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| 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 $DATASET_COMMIT | |
| echo "dataset_commit=$DATASET_COMMIT" >> $GITHUB_OUTPUT | |
| - name: Start Datadog Agent | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| env: | |
| DATASET_NAME: "${{ matrix.dataset }}" | |
| CONFIG: "${{ matrix.config }}" | |
| DATASET_COMMIT: "${{ steps.set-dataset-commit.outputs.dataset_commit }}" | |
| BRANCH: ${{ github.head_ref }} | |
| GITHUB_SHA: "${{ github.sha }}" | |
| PR_ID: "${{ github.event.number }}" | |
| TYPE: "${{ matrix.type }}" | |
| DATASET_REPOSITORY_BRANCH: ${{ matrix.dataset_branch }} | |
| INDEX_REPETITION: "${{ matrix.index_repetition }}" | |
| run: | | |
| export PR_URL="https://github.com/${GITHUB_REPOSITORY}/pull/${{ github.event.number }}" | |
| .github/scripts/start_dd_agent.sh "${{ secrets.DD_API_KEY }}" "${{ env.ACCELERATOR_TYPE }}" ${{ env.NVML_INTERVAL_IN_SEC }} | |
| - name: Set up Python 3.10 🐍 | |
| uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| with: | |
| python-version: '3.10' | |
| - name: Read Poetry Version 🔢 | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| run: | | |
| echo "POETRY_VERSION=$(scripts/poetry-version.sh)" >> $GITHUB_ENV | |
| shell: bash | |
| - name: Install poetry 🦄 | |
| uses: Gr1N/setup-poetry@15821dc8a61bc630db542ae4baf6a7c19a994844 # v8 | |
| 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@88522ab9f39a2ea568f7027eddc7d8d8bc9d59c8 | |
| 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 dependencies | |
| 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 ddtrace | |
| - name: CPU run - Validate that no GPUs are available | |
| 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_cpu.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 ddtrace-run rasa train nlu --quiet -u ${DATASET_DIR}/${DATASET}/${TRAIN_DIR} -c dataset/configs/${CONFIG} --out ${DATASET_DIR}/models/${DATASET}/${CONFIG} | |
| echo "train_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| export NOW_TEST=$(gomplate -i '{{ (time.Now).Format time.RFC3339}}'); | |
| poetry run ddtrace-run rasa test nlu --quiet -u ${DATASET_DIR}/$DATASET/${TEST_DIR} -m ${DATASET_DIR}/models/$DATASET/$CONFIG --out ${{ github.workspace }}/results/$DATASET/$CONFIG | |
| echo "test_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TEST") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| echo "total_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| elif [[ "${{ matrix.type }}" == "core" ]]; then | |
| poetry run ddtrace-run rasa train core --quiet -s ${DATASET_DIR}/$DATASET/$TRAIN_DIR -c dataset/configs/$CONFIG -d ${DATASET_DIR}/${DATASET}/${DOMAIN_FILE} | |
| echo "train_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| export NOW_TEST=$(gomplate -i '{{ (time.Now).Format time.RFC3339}}'); | |
| poetry run ddtrace-run rasa test core -s ${DATASET_DIR}/${DATASET}/${TEST_DIR} --out ${{ github.workspace }}/results/${{ matrix.dataset }}/${CONFIG} | |
| echo "test_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TEST") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| echo "total_run_time=$(gomplate -i '{{ $t := time.Parse time.RFC3339 (getenv "NOW_TRAIN") }}{{ (time.Since $t).Round (time.Second 1) }}')" >> $GITHUB_OUTPUT | |
| 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: ${{ needs.read_test_configuration.outputs.dataset_branch }} | |
| TYPE: ${{ matrix.type }} | |
| INDEX_REPETITION: ${{ matrix.index_repetition }} | |
| DATASET_COMMIT: ${{ steps.set-dataset-commit.outputs.dataset_commit }} | |
| BRANCH: ${{ github.head_ref }} | |
| GITHUB_SHA: "${{ github.sha }}" | |
| PR_ID: "${{ github.event.number }}" | |
| DD_APP_KEY: ${{ secrets.DD_APP_KEY_PERF_TEST }} | |
| DD_API_KEY: ${{ secrets.DD_API_KEY }} | |
| DD_SITE: datadoghq.eu | |
| run: |- | |
| export PR_URL="https://github.com/${GITHUB_REPOSITORY}/pull/${{ github.event.number }}" | |
| poetry run pip install analytics-python | |
| poetry run python .github/scripts/mr_publish_results.py | |
| cat $SUMMARY_FILE | |
| - name: Upload an artifact with the report | |
| uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce | |
| if: steps.set_dataset_config_vars.outputs.is_dataset_exists == 'true' && steps.set_dataset_config_vars.outputs.is_config_exists == 'true' | |
| with: | |
| name: report-${{ matrix.dataset }}-${{ matrix.config }}-${{ matrix.index_repetition }} | |
| path: report.json | |
| - name: Stop Datadog Agent | |
| if: ${{ always() && 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 | |
| combine_reports: | |
| name: Combine reports | |
| runs-on: ubuntu-22.04 | |
| needs: | |
| - model_regression_test_cpu | |
| - model_regression_test_gpu | |
| if: ${{ always() && ((needs.model_regression_test_cpu.result != 'skipped') != (needs.model_regression_test_gpu.result != 'skipped')) }} | |
| outputs: | |
| success_status: ${{ steps.set-success-status.outputs.success_status }} | |
| steps: | |
| - name: Set success status | |
| id: set-success-status | |
| run: |- | |
| succeeded=${{ needs.model_regression_test_cpu.result == 'success' || needs.model_regression_test_gpu.result == 'success' }} | |
| if [[ $succeeded == "false" ]]; then | |
| success_status="Failed" | |
| elif [[ $succeeded == "true" ]]; then | |
| success_status="Succeeded" | |
| else | |
| success_status="Unknown" | |
| fi | |
| echo $success_status | |
| echo "success_status=$success_status" >> $GITHUB_OUTPUT | |
| - name: Checkout git repository 🕝 | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| - name: Set up Python 3.10 🐍 | |
| uses: actions/setup-python@57ded4d7d5e986d7296eab16560982c6dd7c923b | |
| with: | |
| python-version: '3.10' | |
| - name: Get reports | |
| uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a | |
| 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@0b7f8abb1508181956e8e162db84b466c27e18ce | |
| with: | |
| name: report.json | |
| path: ./report.json | |
| set_job_success_status: | |
| name: Set job success status | |
| runs-on: ubuntu-22.04 | |
| needs: | |
| - combine_reports | |
| if: ${{ always() && needs.combine_reports.result == 'success' }} | |
| steps: | |
| - name: Set return code | |
| run: | | |
| success_status=${{ needs.combine_reports.outputs.success_status }} | |
| echo "Status: $success_status" | |
| if [[ $success_status == "Succeeded" ]]; then | |
| exit 0 | |
| else | |
| exit 1 | |
| fi | |
| add_comment_results: | |
| name: Add a comment with the results | |
| runs-on: ubuntu-22.04 | |
| needs: | |
| - combine_reports | |
| if: ${{ always() && needs.combine_reports.result == 'success' }} | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c | |
| - name: Download report from last on-schedule regression test | |
| run: | | |
| # Get ID of last on-schedule workflow | |
| SCHEDULE_ID=$(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 == "CI - Model Regression on schedule") | 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" $DOWNLOAD_URL | |
| # Unzip and change name | |
| unzip report.json.zip && mv report.json report_main.json | |
| - name: Download the report | |
| uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a | |
| with: | |
| name: report.json | |
| - name: Download gomplate | |
| run: |- | |
| sudo curl -o /usr/local/bin/gomplate -sSL https://github.com/hairyhenderson/gomplate/releases/download/v3.9.0/gomplate_linux-amd64 | |
| sudo chmod +x /usr/local/bin/gomplate | |
| - name: Render a comment to add | |
| id: get_results | |
| run: | | |
| OUTPUT="$(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'}" | |
| echo "result=$OUTPUT" >> $GITHUB_OUTPUT | |
| # Get time of current commit as start time | |
| TIME_ISO_COMMIT=$(gomplate -d github=https://api.github.com/repos/rasaHQ/rasa/commits/${{ github.sha }} -H 'github=Authorization:token ${{ secrets.GITHUB_TOKEN }}' -i '{{ (ds "github").commit.author.date }}') # Example "2022-02-17T14:06:38Z" | |
| TIME_UNIX_COMMIT=$(date -d "${TIME_ISO_COMMIT}" +%s%3N) # Example: "1645106798" | |
| # Get current time | |
| TIME_ISO_NOW=$(gomplate -i '{{ (time.Now).UTC.Format time.RFC3339}}') # Example: "2022-02-17T14:50:54Z%" | |
| TIME_UNIX_NOW=$(date -d "${TIME_ISO_NOW}" +%s%3N) # Example: "1645118083" | |
| echo "from_ts=$TIME_UNIX_COMMIT" >> $GITHUB_OUTPUT | |
| echo "to_ts=$TIME_UNIX_NOW" >> $GITHUB_OUTPUT | |
| - name: Publish results as a PR comment | |
| uses: marocchino/sticky-pull-request-comment@f61b6cf21ef2fcc468f4345cdfcc9bda741d2343 # v2.6.2 | |
| if: ${{ always() }} | |
| with: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| header: ${{ github.run_id }} | |
| append: true | |
| message: |- | |
| Status of the run: ${{ needs.combine_reports.outputs.success_status }} | |
| Commit: ${{ github.sha }}, [The full report is available as an artifact.](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}) | |
| [Datadog dashboard link](https://app.datadoghq.eu/dashboard/mf4-2hu-x84?tpl_var_branch_baseline=${{ github.head_ref }}&from_ts=${{ steps.get_results.outputs.from_ts }}&to_ts=${{ steps.get_results.outputs.to_ts }}&live=false) | |
| ${{ steps.get_results.outputs.result }} | |
| - name: Remove 'status:model-regression-tests' label | |
| continue-on-error: true | |
| uses: buildsville/add-remove-label@6008d7bd99d3baeb7c04033584e68f8ec80b198b # v1.0 | |
| with: | |
| token: ${{secrets.GITHUB_TOKEN}} | |
| label: "status:model-regression-tests" | |
| type: remove | |
| - name: Remove 'runner:gpu' label | |
| continue-on-error: true | |
| uses: buildsville/add-remove-label@6008d7bd99d3baeb7c04033584e68f8ec80b198b # v1.0 | |
| with: | |
| token: ${{secrets.GITHUB_TOKEN}} | |
| label: "runner:gpu" | |
| type: remove | |
| remove_runner_gpu: | |
| name: Delete Github Runner - GPU | |
| needs: | |
| - deploy_runner_gpu | |
| - model_regression_test_gpu | |
| runs-on: ubuntu-22.04 | |
| if: ${{ always() && needs.deploy_runner_gpu.result != 'skipped' && contains(github.event.pull_request.labels.*.name, 'runner:gpu') && contains(github.event.pull_request.labels.*.name, 'status:model-regression-tests') }} | |
| steps: | |
| # Setup gcloud auth | |
| - uses: google-github-actions/auth@e8df18b60c5dd38ba618c121b779307266153fbf | |
| 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 |