From 4c2d91bda6ca29c3476dee7bdf261620c13d6df3 Mon Sep 17 00:00:00 2001 From: Rada Kamysheva Date: Fri, 3 Jul 2026 14:18:43 +0000 Subject: [PATCH 1/2] acc: run bundle/deploy/mlops-stacks locally Flip bundle/deploy/mlops-stacks to Local = true so it runs against the local testserver in addition to cloud. Local runs cannot git-clone mlops-stacks from GitHub, so vendor a pinned copy of the template under acceptance/bundle/deploy/mlops-stacks/template/ and use it when CLOUD_ENV is unset. A test.toml Repl normalizes the init command in output so local and cloud golden files stay unified. --- .../bundle/deploy/mlops-stacks/out.test.toml | 2 +- acceptance/bundle/deploy/mlops-stacks/script | 6 +- .../deploy/mlops-stacks/template.REVISION | 1 + .../.github/workflows/generate-cicd-zip.yaml | 36 ++ .../.github/workflows/run-checks.yaml | 35 ++ .../deploy/mlops-stacks/template/.gitignore | 14 + .../deploy/mlops-stacks/template/LICENSE | 202 +++++++++ .../deploy/mlops-stacks/template/Pipeline.md | 41 ++ .../deploy/mlops-stacks/template/README.md | 224 ++++++++++ .../deploy/mlops-stacks/template/conftest.py | 41 ++ .../mlops-stacks/template/cookiecutter.json | 3 + .../template/databricks_template_schema.json | 360 +++++++++++++++ .../template/dev-requirements.txt | 3 + .../template/doc-images/ml-job-detailed.png | Bin 0 -> 584738 bytes .../template/doc-images/ml-jobs-summary.png | Bin 0 -> 50114 bytes .../doc-images/mlops-stack-deploy.png | Bin 0 -> 171678 bytes .../template/doc-images/mlops-stack-dev.png | Bin 0 -> 432875 bytes .../template/doc-images/mlops-stack-pr.png | Bin 0 -> 287041 bytes .../doc-images/mlops-stack-summary.png | Bin 0 -> 451634 bytes .../template/doc-images/mlops-stacks.png | Bin 0 -> 105554 bytes .../mlops-stacks/template/hooks/__init__.py | 0 .../template/hooks/pre_gen_project.py | 5 + .../template/library/functions.tmpl | 26 ++ .../template/library/input_validation.tmpl | 2 + .../template/library/template_variables.tmpl | 64 +++ .../template/stack-customization.md | 87 ++++ .../template/template/run_validations.tmpl | 1 + .../template/template/update_layout.tmpl | 91 ++++ .../.azure/devops-pipelines/README.md.tmpl | 7 + .../devops-pipelines/deploy-cicd.yml.tmpl | 100 +++++ ....input_project_name}}-bundle-cicd.yml.tmpl | 218 +++++++++ .../{{.input_project_name}}-tests-ci.yml.tmpl | 139 ++++++ .../.github/workflows/README.md.tmpl | 8 + .../.github/workflows/deploy-cicd.yml.tmpl | 79 ++++ .../lint-cicd-workflow-files.yml.tmpl | 19 + ...put_project_name}}-bundle-cd-prod.yml.tmpl | 40 ++ ..._project_name}}-bundle-cd-staging.yml.tmpl | 40 ++ ...{{.input_project_name}}-bundle-ci.yml.tmpl | 116 +++++ ...{{.input_project_name}}-run-tests.yml.tmpl | 72 +++ .../template/{{.input_root_dir}}/.gitignore | 15 + .../.gitlab/README.md.tmpl | 7 + .../.gitlab/docker/Dockerfile.tmpl | 9 + .../docker/push_image_to_gitlab.sh.tmpl | 6 + ...put_project_name}}-bundle-cd-prod.yml.tmpl | 15 + ..._project_name}}-bundle-cd-staging.yml.tmpl | 15 + ...{{.input_project_name}}-bundle-ci.yml.tmpl | 28 ++ ...nput_project_name}}-triggers-cicd.yml.tmpl | 39 ++ .../{{.input_root_dir}}/README.md.tmpl | 198 +++++++++ .../_params_testing_only.txt.tmpl | 23 + .../template/{{.input_root_dir}}/cicd.tar.gz | Bin 0 -> 4402 bytes .../cicd/databricks_template_schema.json | 69 +++ .../cicd/library/template_variables.tmpl | 8 + .../cicd/template/update_layout.tmpl | 12 + .../{{.input_root_dir}}/cicd_params.json.tmpl | 13 + .../docs/images/mlops-stack-deploy.png | Bin 0 -> 171678 bytes .../docs/images/mlops-stack-summary.png | Bin 0 -> 451634 bytes .../docs/ml-pull-request.md.tmpl | 102 +++++ .../docs/mlops-setup.md.tmpl | 415 ++++++++++++++++++ .../test-requirements.txt.tmpl | 2 + .../README.md.tmpl | 252 +++++++++++ .../__init__.py.tmpl | 0 .../databricks.yml.tmpl | 70 +++ .../deployment/batch_inference/README.md.tmpl | 54 +++ .../notebooks/BatchInference.py.tmpl | 111 +++++ .../batch_inference/predict.py.tmpl | 51 +++ .../model_deployment/deploy.py.tmpl | 62 +++ .../notebooks/ModelDeployment.py.tmpl | 52 +++ .../feature_engineering/README.md.tmpl | 4 + .../feature_engineering/__init__.py.tmpl | 0 .../features/__init__.py.tmpl | 0 .../features/dropoff_features.py.tmpl | 64 +++ .../features/pickup_features.py.tmpl | 63 +++ .../GenerateAndWriteFeatures.py.tmpl | 159 +++++++ .../monitoring/README.md.tmpl | 10 + .../metric_violation_check_query.py.tmpl | 84 ++++ .../MonitoredMetricViolationCheck.py.tmpl | 70 +++ .../project_params.json.tmpl | 4 + .../pytest.ini.tmpl | 4 + .../requirements.txt.tmpl | 10 + .../resources/README.md.tmpl | 319 ++++++++++++++ ...batch-inference-workflow-resource.yml.tmpl | 46 ++ ...ure-engineering-workflow-resource.yml.tmpl | 67 +++ .../resources/ml-artifacts-resource.yml.tmpl | 34 ++ .../model-workflow-resource.yml.tmpl | 123 ++++++ .../resources/monitoring-resource.yml.tmpl | 84 ++++ .../tests/__init__.py.tmpl | 0 .../feature_engineering/__init__.py.tmpl | 0 .../dropoff_features_test.py.tmpl | 44 ++ .../pickup_features_test.py.tmpl | 42 ++ .../tests/training/__init__.py.tmpl | 0 .../tests/training/ingest_test.py.tmpl | 22 + .../tests/training/split_test.py.tmpl | 36 ++ .../tests/training/test_notebooks.py.tmpl | 9 + .../tests/training/test_sample.parquet | Bin 0 -> 5613 bytes .../tests/training/train_test.py.tmpl | 13 + .../tests/training/transform_test.py.tmpl | 7 + .../training/README.md.tmpl | 132 ++++++ .../training/__init__.py.tmpl | 0 .../training/data/sample.parquet | Bin 0 -> 232389 bytes .../training/notebooks/Train.py.tmpl | 176 ++++++++ .../notebooks/TrainWithFeatureStore.py.tmpl | 355 +++++++++++++++ .../notebooks/TrainWithMLflowRecipes.py.tmpl | 140 ++++++ .../profiles/databricks-dev.yaml.tmpl | 41 ++ .../profiles/databricks-prod.yaml.tmpl | 39 ++ .../profiles/databricks-staging.yaml.tmpl | 41 ++ .../profiles/databricks-test.yaml.tmpl | 42 ++ .../training/profiles/local.yaml.tmpl | 38 ++ .../training/recipe.yaml.tmpl | 58 +++ .../training/steps/__init__.py.tmpl | 0 .../training/steps/custom_metrics.py.tmpl | 47 ++ .../training/steps/ingest.py.tmpl | 40 ++ .../training/steps/split.py.tmpl | 37 ++ .../training/steps/train.py.tmpl | 17 + .../training/steps/transform.py.tmpl | 62 +++ .../utils.py.tmpl | 21 + .../validation/README.md.tmpl | 2 + .../notebooks/ModelValidation.py.tmpl | 405 +++++++++++++++++ .../validation/validation.py.tmpl | 41 ++ .../aws/aws-github.json | 18 + .../azure/azure-devops.json | 18 + .../azure/azure-github.json | 18 + .../azure/azure-gitlab.json | 18 + .../gcp/gcp-github.json | 17 + .../mlops-stacks/template/tests/install.sh | 65 +++ .../template/tests/test_bundle_resources.py | 1 + .../template/tests/test_create_project.py | 371 ++++++++++++++++ .../template/tests/test_github_actions.py | 71 +++ .../template/tests/test_gitlab.py | 40 ++ .../mlops-stacks/template/tests/test_mlp.py | 28 ++ .../mlops-stacks/template/tests/utils.py | 204 +++++++++ .../bundle/deploy/mlops-stacks/test.toml | 6 +- 131 files changed, 7634 insertions(+), 3 deletions(-) create mode 100644 acceptance/bundle/deploy/mlops-stacks/template.REVISION create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/generate-cicd-zip.yaml create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/run-checks.yaml create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/.gitignore create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/LICENSE create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/Pipeline.md create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/README.md create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/conftest.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/cookiecutter.json create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/databricks_template_schema.json create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/dev-requirements.txt create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/doc-images/ml-job-detailed.png create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/doc-images/ml-jobs-summary.png create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/doc-images/mlops-stack-deploy.png create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/doc-images/mlops-stack-dev.png create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/doc-images/mlops-stack-pr.png create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/doc-images/mlops-stack-summary.png create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/doc-images/mlops-stacks.png create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/hooks/__init__.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/hooks/pre_gen_project.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/library/functions.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/library/input_validation.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/library/template_variables.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/stack-customization.md create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/run_validations.tmpl create mode 100644 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acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/notebooks/GenerateAndWriteFeatures.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/README.md.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/metric_violation_check_query.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/notebooks/MonitoredMetricViolationCheck.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/project_params.json.tmpl create mode 100644 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100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/__init__.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/custom_metrics.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/ingest.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/split.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/train.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/transform.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/utils.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/README.md.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/notebooks/ModelValidation.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/validation.py.tmpl create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/aws/aws-github.json create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-devops.json create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-github.json create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-gitlab.json create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/gcp/gcp-github.json create mode 100755 acceptance/bundle/deploy/mlops-stacks/template/tests/install.sh create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/test_bundle_resources.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/test_create_project.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/test_github_actions.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/test_gitlab.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/test_mlp.py create mode 100644 acceptance/bundle/deploy/mlops-stacks/template/tests/utils.py diff --git a/acceptance/bundle/deploy/mlops-stacks/out.test.toml b/acceptance/bundle/deploy/mlops-stacks/out.test.toml index 650836edeb3..bbc7fcfd1bd 100644 --- a/acceptance/bundle/deploy/mlops-stacks/out.test.toml +++ b/acceptance/bundle/deploy/mlops-stacks/out.test.toml @@ -1,3 +1,3 @@ -Local = false +Local = true Cloud = true EnvMatrix.DATABRICKS_BUNDLE_ENGINE = ["terraform", "direct"] diff --git a/acceptance/bundle/deploy/mlops-stacks/script b/acceptance/bundle/deploy/mlops-stacks/script index dec2a4ba473..a1c5a45f42a 100644 --- a/acceptance/bundle/deploy/mlops-stacks/script +++ b/acceptance/bundle/deploy/mlops-stacks/script @@ -20,7 +20,11 @@ cleanup() { } trap cleanup EXIT -trace $CLI bundle init mlops-stacks --config-file config.json +if [ -z "$CLOUD_ENV" ]; then + trace $CLI bundle init "$TESTDIR/template" --config-file config.json +else + trace $CLI bundle init mlops-stacks --config-file config.json +fi trace cat test_repo_mlops_stacks/README.md | head -n 4 cd "test_repo_mlops_stacks/project_name_${UNIQUE_NAME}" || exit 1 diff --git a/acceptance/bundle/deploy/mlops-stacks/template.REVISION b/acceptance/bundle/deploy/mlops-stacks/template.REVISION new file mode 100644 index 00000000000..78c0d6c75d1 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template.REVISION @@ -0,0 +1 @@ +1c87ae24d6c06050adc51185a5022ea58a8961f2 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/generate-cicd-zip.yaml b/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/generate-cicd-zip.yaml new file mode 100644 index 00000000000..ddee710d7c3 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/generate-cicd-zip.yaml @@ -0,0 +1,36 @@ +name: Generate CICD Zip +on: + push: + branches: + - main + paths: + - 'template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}**' + - 'template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}**' + +defaults: + run: + working-directory: template/{{.input_root_dir}} + + +jobs: + generate-zip: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: + persist-credentials: false + - name: Generate CICD Zip + run: | + cp --parents .github/workflows/\{\{.input_project_name\}\}-* cicd/template + cp --parents .azure/devops-pipelines/\{\{.input_project_name\}\}-* cicd/template + tar -czvf cicd.tar.gz cicd + - name: Commit Zip Back to Branch + env: + GITHUB_TOKEN: ${{ secrets.ARPIT_TOKEN }} + run: | + git config --global user.name "GitHub Actions Bot" + git config --global user.email "eng-mlops-outerloop-team@databricks.com" + git config --global url.https://${{ secrets.ARPIT_TOKEN }}@github.com/.insteadOf https://github.com/ + git add cicd.tar.gz + git commit -m "Generate CICD Zip File for ${{ github.sha }}" + git push diff --git a/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/run-checks.yaml b/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/run-checks.yaml new file mode 100644 index 00000000000..c4f8d343b24 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/run-checks.yaml @@ -0,0 +1,35 @@ +name: Run checks +on: + pull_request: +jobs: + run-tests: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.9' + - name: Install act + run: | + # Install act + curl https://raw.githubusercontent.com/nektos/act/master/install.sh | sudo bash + echo "-P ubuntu-latest=ghcr.io/catthehacker/ubuntu:act-latest + -P ubuntu-20.04=ghcr.io/catthehacker/ubuntu:act-20.04 + -P ubuntu-18.04=ghcr.io/catthehacker/ubuntu:act-18.04" > ~/.actrc + echo "PATH=$PATH:$(pwd)/bin" >> "$GITHUB_ENV" + - name: Install Python dependencies + run: | + python -m pip install --upgrade pip + pip install -r dev-requirements.txt + - name: Generate CICD Zip + run: | + cd template/{{.input_root_dir}} + cp --parents .github/workflows/\{\{.input_project_name\}\}-* cicd/template + cp --parents .azure/devops-pipelines/\{\{.input_project_name\}\}-* cicd/template + tar -czvf cicd.tar.gz cicd + rm -rf cicd/template/.github cicd/template/.azure + cd ../.. + - name: Run tests with pytest + run: | + export GITHUB_TOKEN=${{ secrets.GITHUB_TOKEN }} + pytest tests --large -vv --black diff --git a/acceptance/bundle/deploy/mlops-stacks/template/.gitignore b/acceptance/bundle/deploy/mlops-stacks/template/.gitignore new file mode 100644 index 00000000000..9aa635983e6 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/.gitignore @@ -0,0 +1,14 @@ +.DS_Store +.vscode +.venv + +# local bundle files +**/.databricks/* + +*.hcl +.idea/ +.vscode/ +__pycache__/ +.cache +*.pyc +mlops-stacks.iml diff --git a/acceptance/bundle/deploy/mlops-stacks/template/LICENSE 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After merging a PR into main, you can +cut a new `release` branch as part of your regularly scheduled release process +to promote ML code changes to production: + + + +## Model training pipeline +The model training pipeline trains and registers models to the model registry, +then triggers a CD workflow to perform any final checks on the model before +promoting it for deployment and use in batch inference. Here's how the batch and training pipelines interact +in production: + + + +## Summary +Here's the whole pipeline in one picture: + + + +For more details on MLOps on Databricks Lakehouse, please read [The Big Book of MLOps: Second Edition](https://www.databricks.com/resources/ebook/the-big-book-of-mlops). + +[Back to README](README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/README.md b/acceptance/bundle/deploy/mlops-stacks/template/README.md new file mode 100644 index 00000000000..fd222a639b4 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/README.md @@ -0,0 +1,224 @@ +# Databricks MLOps Stacks + +> **_NOTE:_** This feature is in [public preview](https://docs.databricks.com/release-notes/release-types.html). + +This repo provides a customizable stack for starting new ML projects +on Databricks that follow production best-practices out of the box. + +Using Databricks MLOps Stacks, data scientists can quickly get started iterating on ML code for new projects while ops engineers set up CI/CD and ML resources +management, with an easy transition to production. You can also use MLOps Stacks as a building block in automation for creating new data science projects with production-grade CI/CD pre-configured. More information can be found at https://docs.databricks.com/en/dev-tools/bundles/mlops-stacks.html. + +The default stack in this repo includes three modular components: + +| Component | Description | Why it's useful | +|-----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| [ML Code](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/) | Example ML project structure ([training](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/training) and [batch inference](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/deployment/batch_inference), etc), with unit tested Python modules and notebooks | Quickly iterate on ML problems, without worrying about refactoring your code into tested modules for productionization later on. | +| [ML Resources as Code](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/resources) | ML pipeline resources ([training](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/resources/model-workflow-resource.yml.tmpl) and [batch inference](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/resources/batch-inference-workflow-resource.yml.tmpl) jobs, etc) defined through [databricks CLI bundles](https://docs.databricks.com/dev-tools/cli/bundle-cli.html) | Govern, audit, and deploy changes to your ML resources (e.g. "use a larger instance type for automated model retraining") through pull requests, rather than adhoc changes made via UI. | +| CI/CD([GitHub Actions](template/{{.input_root_dir}}/.github/) or [Azure DevOps](template/{{.input_root_dir}}/.azure/)) | [GitHub Actions](https://docs.github.com/en/actions) or [Azure DevOps](https://azure.microsoft.com/en-us/products/devops) workflows to test and deploy ML code and resources | Ship ML code faster and with confidence: ensure all production changes are performed through automation and that only tested code is deployed to prod | + +See the [FAQ](#FAQ) for questions on common use cases. + +## ML pipeline structure and development loops + +An ML solution comprises data, code, and models. These resources need to be developed, validated (staging), and deployed (production). In this repository, we use the notion of dev, staging, and prod to represent the execution +environments of each stage. + +An instantiated project from MLOps Stacks contains an ML pipeline with CI/CD workflows to test and deploy automated model training and batch inference jobs across your dev, staging, and prod Databricks workspaces. + + + +Data scientists can iterate on ML code and file pull requests (PRs). This will trigger unit tests and integration tests in an isolated staging Databricks workspace. Model training and batch inference jobs in staging will immediately update to run the latest code when a PR is merged into main. After merging a PR into main, you can cut a new release branch as part of your regularly scheduled release process to promote ML code changes to production. + +### Develop ML pipelines +https://github.com/databricks/mlops-stacks/assets/87999496/00eed790-70f4-4428-9f18-71771051f92a + + +### Create a PR and CI +https://github.com/databricks/mlops-stacks/assets/87999496/f5b3c82d-77a5-4ee5-85f5-8f00b026ae05 + + +### Merge the PR and deploy to Staging +https://github.com/databricks/mlops-stacks/assets/87999496/7239e4d0-2327-4d30-91cc-5e7f8328ef73 + +https://github.com/databricks/mlops-stacks/assets/87999496/013c0d32-c283-494b-8c3f-2a9a60366207 + + +### Deploy to Prod +https://github.com/databricks/mlops-stacks/assets/87999496/0d220d55-465e-4a69-bd83-1e66ad2e8464 + + +[See this page](Pipeline.md) for detailed description and diagrams of the ML pipeline structure defined in the default stack. + +## Using MLOps Stacks + +### Prerequisites + - Python 3.8+ + - [Databricks CLI](https://docs.databricks.com/en/dev-tools/cli/databricks-cli.html) >= v0.236.0 + +[Databricks CLI](https://docs.databricks.com/en/dev-tools/cli/databricks-cli.html) contains [Databricks asset bundle templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) for the purpose of project creation. + +Please follow [the instruction](https://docs.databricks.com/en/dev-tools/cli/databricks-cli-ref.html#install-the-cli) to install and set up databricks CLI. Releases of databricks CLI can be found in the [releases section](https://github.com/databricks/cli/releases) of databricks/cli repository. + +[Databricks asset bundles](https://docs.databricks.com/en/dev-tools/bundles/index.html) and [Databricks asset bundle templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) are in public preview. + + +### Start a new project + +To create a new project, run: + + databricks bundle init mlops-stacks + +This will prompt for parameters for initialization. Some of these parameters are required to get started: + * ``input_setup_cicd_and_project`` : If both CI/CD and the project should be set up, or only one of them. + * ``CICD_and_Project`` - Setup both CI/CD and project, the default option. + * ``Project_Only`` - Setup project only, easiest for Data Scientists to get started with. + * ``CICD_Only`` - Setup CI/CD only, likely for monorepo setups or setting up CI/CD on an already initialized project. + We expect Data Scientists to specify ``Project_Only`` to get + started in a development capacity, and when ready to move the project to Staging/Production, CI/CD can be set up. We expect that step to be done by Machine Learning Engineers (MLEs) who can specify ``CICD_Only`` during initialization and use the provided workflow to setup CI/CD for one or more projects. + * ``input_root_dir``: name of the root directory. When initializing with ``CICD_and_Project``, this field will automatically be set to ``input_project_name``. + * ``input_cloud``: Cloud provider you use with Databricks (AWS, Azure, or GCP). + +Others must be correctly specified for CI/CD to work: + * ``input_cicd_platform`` : CI/CD platform of choice. Currently we support GitHub Actions, GitHub Actions for GitHub Enterprise Servers, Azure DevOps and GitLab. + * ``input_databricks_staging_workspace_host``: URL of staging Databricks workspace, used to preview config changes before they're deployed to production. + We encourage granting data scientists working on the current ML project non-admin (read) access to this workspace, + to enable them to view and debug CI test results + * ``input_databricks_prod_workspace_host``: URL of production Databricks workspace. We encourage granting data scientists working on the current ML project non-admin (read) access to this workspace, + to enable them to view production job status and see job logs to debug failures. + * ``input_default_branch``: Name of the default branch, where the prod and staging ML resources are deployed from and the latest ML code is staged. + * ``input_release_branch``: Name of the release branch. The production jobs (model training, batch inference) defined in this + repo pull ML code from this branch. + +Or used for project initialization: + * ``input_project_name``: name of the current project + * ``input_read_user_group``: User group name to give READ permissions to for project resources (ML jobs, integration test job runs, and machine learning resources). A group with this name must exist in both the staging and prod workspaces. Defaults to "users", which grants read permission to all users in the staging/prod workspaces. You can specify a custom group name e.g. to restrict read permissions to members of the team working on the current ML project. + * ``input_include_models_in_unity_catalog``: If selected, models will be registered to [Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html#models-in-unity-catalog). Models will be registered under a three-level namespace of `..`, according the the target environment in which the model registration code is executed. Thus, if model registration code runs in the `prod` environment, the model will be registered to the `prod` catalog under the namespace `..`. This assumes that the respective catalogs exist in Unity Catalog (e.g. `dev`, `staging` and `prod` catalogs). Target environment names, and catalogs to be used are defined in the Databricks bundles files, and can be updated as needed. + * ``input_schema_name``: If using [Models in Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html#models-in-unity-catalog), specify the name of the schema under which the models should be registered, but we recommend keeping the name the same as the project name. We default to using the same `schema_name` across catalogs, thus this schema must exist in each catalog used. For example, the training pipeline when executed in the staging environment will register the model to `staging..`, whereas the same pipeline executed in the prod environment will register the mode to `prod..`. Also, be sure that the service principals in each respective environment have the right permissions to access this schema, which would be `USE_CATALOG`, `USE_SCHEMA`, `MODIFY`, `CREATE_MODEL`, and `CREATE_TABLE`. + * ``input_unity_catalog_read_user_group``: If using [Models in Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html#models-in-unity-catalog), define the name of the user group to grant `EXECUTE` (read & use model) privileges for the registered model. Defaults to "account users". + * ``input_include_feature_store``: If selected, will provide [Databricks Feature Store](https://docs.databricks.com/machine-learning/feature-store/index.html) stack components including: project structure and sample feature Python modules, feature engineering notebooks, ML resource configs to provision and manage Feature Store jobs, and automated integration tests covering feature engineering and training. + * ``input_include_mlflow_recipes``: If selected, will provide [MLflow Recipes](https://mlflow.org/docs/latest/recipes.html) stack components, dividing the training pipeline into configurable steps and profiles. + +See the generated ``README.md`` for next steps! + +## Customize MLOps Stacks +Your organization can use the default stack as is or customize it as needed, e.g. to add/remove components or +adapt individual components to fit your organization's best practices. See the +[stack customization guide](stack-customization.md) for more details. + +## FAQ + +### Do I need separate dev/staging/prod workspaces to use MLOps Stacks? +We recommend using separate dev/staging/prod Databricks workspaces for stronger +isolation between environments. For example, Databricks REST API rate limits +are applied per-workspace, so if using [Databricks Model Serving](https://docs.databricks.com/applications/mlflow/model-serving.html), +using separate workspaces can help prevent high load in staging from DOSing your +production model serving endpoints. + +However, you can create a single workspace stack, by supplying the same workspace URL for +`input_databricks_staging_workspace_host` and `input_databricks_prod_workspace_host`. +If you go this route, we +recommend using different service principals to manage staging vs prod resources, +to ensure that CI workloads run in staging cannot interfere with production resources. + +### I have an existing ML project. Can I productionize it using MLOps Stacks? +Yes. Currently, you can instantiate a new project and copy relevant components +into your existing project to productionize it. MLOps Stacks is modularized, so +you can e.g. copy just the GitHub Actions workflows under `.github` or ML resource configs + under ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources`` +and ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml`` into your existing project. + +### Can I adopt individual components of MLOps Stacks? +For this use case, we recommend instantiating via [Databricks asset bundle templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) +and copying the relevant subdirectories. For example, all ML resource configs +are defined under ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources`` +and ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml``, while CI/CD is defined e.g. under `.github` +if using GitHub Actions, or under `.azure` if using Azure DevOps. + +### Can I customize my MLOps Stack? +Yes. We provide the default stack in this repo as a production-friendly starting point for MLOps. +However, in many cases you may need to customize the stack to match your organization's +best practices. See [the stack customization guide](stack-customization.md) +for details on how to do this. + +### Does the MLOps Stacks cover data (ETL) pipelines? + +Since MLOps Stacks is based on [databricks CLI bundles](https://docs.databricks.com/dev-tools/cli/bundle-commands.html), +it's not limited only to ML workflows and resources - it works for resources across the Databricks Lakehouse. For instance, while the existing ML +code samples contain feature engineering, training, model validation, deployment and batch inference workflows, +you can use it for Delta Live Tables pipelines as well. + +### How can I provide feedback? + +Please provide feedback (bug reports, feature requests, etc) via GitHub issues. + +## Contributing + +We welcome community contributions. For substantial changes, we ask that you first file a GitHub issue to facilitate +discussion, before opening a pull request. + +MLOps Stacks is implemented as a [Databricks asset bundle template](https://docs.databricks.com/en/dev-tools/bundles/templates.html) +that generates new projects given user-supplied parameters. Parametrized project code can be found under +the `{{.input_root_dir}}` directory. + +### Installing development requirements + +To run tests, install [actionlint](https://github.com/rhysd/actionlint), +[databricks CLI](https://docs.databricks.com/dev-tools/cli/databricks-cli.html), [npm](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm), and +[act](https://github.com/nektos/act), then install the Python +dependencies listed in `dev-requirements.txt`: + + pip install -r dev-requirements.txt + +### Running the tests +**NOTE**: This section is for open-source developers contributing to the default stack +in this repo. If you are working on an ML project using the stack (e.g. if you ran `databricks bundle init` +to start a new project), see the `README.md` within your generated +project directory for detailed instructions on how to make and test changes. + +Run unit tests: + +``` +pytest tests +``` + +Run all tests (unit and slower integration tests): + +``` +pytest tests --large +``` + +Run integration tests only: + +``` +pytest tests --large-only +``` + +### Previewing changes +When making changes to MLOps Stacks, it can be convenient to see how those changes affect +a generated new ML project. To do this, you can create an example +project from your local checkout of the repo, and inspect its contents/run tests within +the project. + +We provide example project configs for Azure (using both GitHub and Azure DevOps), AWS (using GitHub), and GCP (using GitHub) under `tests/example-project-configs`. +To create an example Azure project, using Azure DevOps as the CI/CD platform, run the following from the desired parent directory +of the example project: + +``` +# Note: update MLOPS_STACKS_PATH to the path to your local checkout of the MLOps Stacks repo +MLOPS_STACKS_PATH=~/mlops-stacks +databricks bundle init "$MLOPS_STACKS_PATH" --config-file "$MLOPS_STACKS_PATH/tests/example-project-configs/azure/azure-devops.json" +``` + +To create an example AWS project, using GitHub Actions for CI/CD, run: +``` +# Note: update MLOPS_STACKS_PATH to the path to your local checkout of the MLOps Stacks repo +MLOPS_STACKS_PATH=~/mlops-stacks +databricks bundle init "$MLOPS_STACKS_PATH" --config-file "$MLOPS_STACKS_PATH/tests/example-project-configs/aws/aws-github.json" +``` + +To create an example GCP project, using GitHub Actions for CI/CD, run: +``` +# Note: update MLOPS_STACKS_PATH to the path to your local checkout of the MLOps Stacks repo +MLOPS_STACKS_PATH=~/mlops-stacks +databricks bundle init "$MLOPS_STACKS_PATH" --config-file "$MLOPS_STACKS_PATH/tests/example-project-configs/gcp/gcp-github.json" +``` \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/conftest.py b/acceptance/bundle/deploy/mlops-stacks/template/conftest.py new file mode 100644 index 00000000000..3375909a704 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/conftest.py @@ -0,0 +1,41 @@ +""" +This pytest configuration was adapted from MLflow: +https://github.com/mlflow/mlflow/blob/d382b2dd92065a68ea7ab6db16980fc65e1a8dca/conftest.py +""" + +import os +import posixpath +import pytest + + +def pytest_addoption(parser): + parser.addoption( + "--large-only", + action="store_true", + dest="large_only", + default=False, + help="Run only tests decorated with 'large' annotation", + ) + parser.addoption( + "--large", + action="store_true", + dest="large", + default=False, + help="Run tests decorated with 'large' annotation", + ) + + +def pytest_configure(config): + # Register markers to suppress `PytestUnknownMarkWarning` + config.addinivalue_line("markers", "large") + + +def pytest_runtest_setup(item): + markers = [mark.name for mark in item.iter_markers()] + marked_as_large = "large" in markers + large_option = item.config.getoption("--large") + large_only_option = item.config.getoption("--large-only") + if marked_as_large and not (large_option or large_only_option): + pytest.skip("use `--large` or `--large-only` to run this test") + if not marked_as_large and large_only_option: + pytest.skip("remove `--large-only` to run this test") diff --git a/acceptance/bundle/deploy/mlops-stacks/template/cookiecutter.json b/acceptance/bundle/deploy/mlops-stacks/template/cookiecutter.json new file mode 100644 index 00000000000..8df2587fd85 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/cookiecutter.json @@ -0,0 +1,3 @@ +{ + "__please_use_databricks_cli_for_project_creation": "Please refer to README.md" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/databricks_template_schema.json b/acceptance/bundle/deploy/mlops-stacks/template/databricks_template_schema.json new file mode 100644 index 00000000000..69fc4797666 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/databricks_template_schema.json @@ -0,0 +1,360 @@ +{ + "welcome_message": "Welcome to MLOps Stacks. For detailed information on project generation, see the README at https://github.com/databricks/mlops-stacks/blob/main/README.md.", + "min_databricks_cli_version": "v0.236.0", + "properties": { + "input_setup_cicd_and_project": { + "order": 1, + "type": "string", + "description": "{{if false}}\n\nERROR: This template is not supported by your current Databricks CLI version.\nPlease hit control-C and go to https://docs.databricks.com/en/dev-tools/cli/install.html for instructions on upgrading the CLI to the minimum version supported by MLOps Stacks.\n\n\n{{end}}\nSelect if both CI/CD and the Project should be set up, or only one of them.\nYou can always set up the other later by running initialization again", + "default": "CICD_and_Project", + "enum": ["CICD_and_Project", "Project_Only", "CICD_Only"] + }, + "input_project_name": { + "order": 2, + "type": "string", + "default": "my_mlops_project", + "description": "\nProject Name. Default", + "pattern": "^[^ .\\\\/]{3,}$", + "pattern_match_failure_message": "Project name must be at least 3 characters long and cannot contain the following characters: \"\\\", \"/\", \" \" and \".\".", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_Only" + } + } + } + }, + "input_root_dir": { + "order": 3, + "type": "string", + "default": "{{ .input_project_name }}", + "description": "\nRoot directory name.\nFor monorepos, name of the root directory that contains all the projects.\nDefault", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_and_Project" + } + } + } + }, + "input_cloud": { + "order": 4, + "type": "string", + "description": "\nSelect cloud", + "default": "azure", + "enum": ["azure", "aws", "gcp"] + }, + "input_cicd_platform": { + "order": 5, + "type": "string", + "description": "\nSelect CICD platform", + "default": "github_actions", + "enum": ["github_actions", "github_actions_for_github_enterprise_servers", "azure_devops", "gitlab"], + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + }, + "input_databricks_staging_workspace_host": { + "order": 6, + "type": "string", + "default": "{{if eq .input_cloud `azure`}}https://adb-xxxx.xx.azuredatabricks.net{{else if eq .input_cloud `aws`}}https://your-staging-workspace.cloud.databricks.com{{else if eq .input_cloud `gcp`}}https://your-staging-workspace.gcp.databricks.com{{end}}", + "description": "\nURL of staging Databricks workspace,\nIt will run PR CI and preview changes before they're deployed to production.\nDefault", + "pattern": "^(https.*)?$", + "pattern_match_failure_message": "Databricks staging workspace host URLs must start with https. Got invalid workspace host.", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + }, + "input_databricks_prod_workspace_host": { + "order": 7, + "type": "string", + "default": "{{if eq .input_cloud `azure`}}https://adb-xxxx.xx.azuredatabricks.net{{else if eq .input_cloud `aws`}}https://your-prod-workspace.cloud.databricks.com{{else if eq .input_cloud `gcp`}}https://your-prod-workspace.gcp.databricks.com{{end}}", + "description": "\nURL of production Databricks workspace.\nDefault", + "pattern": "^(https.*)?$", + "pattern_match_failure_message": "Databricks production workspace host URLs must start with https. Got invalid workspace host.", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + }, + "input_default_branch": { + "order": 8, + "type": "string", + "default": "main", + "description": "\nName of the default branch,\nStaging resources are deployed from this branch and stages the latest ML code.\nDefault", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + }, + "input_release_branch": { + "order": 9, + "type": "string", + "default": "release", + "description": "\nName of the release branch.\nThe training and other production jobs pull ML code from this branch.\nDefault", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + }, + "input_read_user_group": { + "order": 10, + "type": "string", + "default": "users", + "description": "\nUser group name to give READ permissions to for project resources\n(ML jobs, integration test job runs, and machine learning resources).\nA group with this name must exist in both the staging and prod workspaces.\nDefault", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_Only" + } + } + } + }, + "input_include_models_in_unity_catalog": { + "order": 11, + "type": "string", + "description": "\nWhether to use the Model Registry with Unity Catalog", + "default": "no", + "enum": ["yes", "no"] + }, + "input_staging_catalog_name": { + "order": 12, + "type": "string", + "description": "\nName of the catalog in Unity Catalog that will host the staging UC resources. \nThis catalog must already exist and service principals must have access to it.\nDefault", + "default": "staging", + "skip_prompt_if": { + "anyOf": [ + { + "properties": { + "input_include_models_in_unity_catalog": { + "const": "no" + } + } + }, + { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + ] + } + }, + "input_prod_catalog_name": { + "order": 13, + "type": "string", + "description": "\nName of the catalog in Unity Catalog that will host the production UC resources.\nThis catalog must already exist and service principals must have access to it.\nDefault", + "default": "prod", + "skip_prompt_if": { + "anyOf": [ + { + "properties": { + "input_include_models_in_unity_catalog": { + "const": "no" + } + } + }, + { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + ] + } + }, + "input_test_catalog_name": { + "order": 14, + "type": "string", + "description": "\nName of the catalog in Unity Catalog that will be used for integration tests.\nThis catalog must already exist and service principals must have access to it.\nDefault", + "default": "test", + "skip_prompt_if": { + "anyOf": [ + { + "properties": { + "input_include_models_in_unity_catalog": { + "const": "no" + } + } + }, + { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + ] + } + }, + "input_schema_name": { + "order": 15, + "type": "string", + "description": "\nName of schema to use when registering a model in Unity Catalog.\nThis schema must already exist and service principals must have access.\nWe recommend using the project name.\nDefault", + "default": "{{if (eq .input_include_models_in_unity_catalog `no`)}}schema{{else}}{{ .input_project_name }}{{end}}", + "pattern": "^[^ .\\-\\/]*$", + "pattern_match_failure_message": "Valid schema names cannot contain any of the following characters: \" \", \".\", \"-\", \"\\\", \"/\"", + "skip_prompt_if": { + "anyOf":[ + { + "properties": { + "input_include_models_in_unity_catalog": { + "const": "no" + } + } + }, + { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_Only" + } + } + } + ] + } + }, + "input_unity_catalog_read_user_group": { + "order": 16, + "type": "string", + "default": "account users", + "description": "\nUser group name to give EXECUTE privileges to models in Unity Catalog (UC).\nIt must exist in UC with access granted to the staging and prod workspaces.\nDefault", + "skip_prompt_if": { + "anyOf":[ + { + "properties": { + "input_include_models_in_unity_catalog": { + "const": "no" + } + } + }, + { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_Only" + } + } + } + ] + } + }, + "input_inference_table_name": { + "order": 17, + "type": "string", + "description": "\nFully qualified name of inference table to attach monitoring to.\nThis table must already exist and service principals must have access.", + "default": "dev.{{ .input_project_name }}.predictions", + "pattern": "^[^ .\\-\\/]+(\\.[^ .\\-\\/]+){2}$", + "pattern_match_failure_message": "Fully qualified Unity Catalog table names must have catalog, schema, and table separated by \".\" and each cannot contain any of the following characters: \" \", \".\", \"-\", \"\\\", \"/\"", + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_Only" + } + } + } + }, + "input_include_feature_store": { + "order": 18, + "type": "string", + "description": "\nWhether to include Feature Store", + "default": "no", + "enum": ["no", "yes"], + "skip_prompt_if": { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_Only" + } + } + } + }, + "input_include_mlflow_recipes": { + "order": 19, + "type": "string", + "description": "\nWhether to include MLflow Recipes", + "default": "no", + "enum": ["no", "yes"], + "skip_prompt_if": { + "anyOf":[ + { + "properties": { + "input_include_models_in_unity_catalog": { + "const": "yes" + } + } + }, + { + "properties": { + "input_include_feature_store": { + "const": "yes" + } + } + }, + { + "properties": { + "input_setup_cicd_and_project": { + "const": "CICD_Only" + } + } + } + ] + } + }, + "input_docker_image": { + "order": 20, + "type": "string", + "description": "\nDocker image for the execution of Gitlab pipelines", + "default": "databricksfieldeng/mlopsstacks:latest", + "skip_prompt_if": { + "anyOf":[ + { + "properties": { + "input_cicd_platform": { + "const": "github_actions" + } + } + }, + { + "properties": { + "input_cicd_platform": { + "const": "github_actions_for_github_enterprise_servers" + } + } + }, + { + "properties": { + "input_cicd_platform": { + "const": "azure_devops" + } + } + }, + { + "properties": { + "input_setup_cicd_and_project": { + "const": "Project_Only" + } + } + } + ] + } + } + }, + "success_message" : "\n*** Your MLOps Stack has been created in the '{{.input_root_dir}}{{if not (eq .input_setup_cicd_and_project `CICD_Only`) }}/{{.input_project_name}}{{end}}' directory! ***\n\nPlease refer to the README.md for further instructions on getting started." +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/dev-requirements.txt b/acceptance/bundle/deploy/mlops-stacks/template/dev-requirements.txt new file mode 100644 index 00000000000..736e3099436 --- /dev/null +++ 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Staging Validation Output - - \`\`\`\n - ${fileContents} - \`\`\` - -
` - - github.rest.issues.createComment({ - issue_number: context.issue.number, - owner: context.repo.owner, - repo: context.repo.repo, - body: output - }) - - prod: - concurrency: {{ .input_project_name }}-prod-bundle-job - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - with: - ref: {{`${{ github.event.pull_request.head.sha || github.sha }}`}} - - uses: databricks/setup-cli@{{template `cli_version` .}} - - name: Validate Bundle For Prod - id: validate - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: {{`${{ env.PROD_ARM_TENANT_ID }}`}} - ARM_CLIENT_ID: {{`${{ env.PROD_ARM_CLIENT_ID }}`}} - ARM_CLIENT_SECRET: {{`${{ env.PROD_ARM_CLIENT_SECRET }}`}} - {{ else -}} - DATABRICKS_TOKEN: {{`${{ env.PROD_WORKSPACE_TOKEN }}`}} - {{- end }} - run: | - databricks bundle validate -t prod > ../validate_output.txt - - name: Create Comment with Bundle Configuration - uses: actions/github-script@v7 - id: comment - with: - github-token: {{`${{ secrets.GITHUB_TOKEN }}`}} - script: | - const fs = require('fs'); - const fileContents = fs.readFileSync('validate_output.txt', 'utf8'); - const output = `#### Bundle Prod Config Validated 🖌 -
Prod Validation Output - - \`\`\`\n - ${fileContents} - \`\`\` - -
` - - github.rest.issues.createComment({ - issue_number: context.issue.number, - owner: context.repo.owner, - repo: context.repo.repo, - body: output - }) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-run-tests.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-run-tests.yml.tmpl deleted file mode 100644 index 77a59a6f683..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-run-tests.yml.tmpl +++ /dev/null @@ -1,72 +0,0 @@ -name: {{ if (eq .input_include_feature_store `yes`) }}Feature and {{end}}Training Unit and Integration Tests for {{ .input_project_name }} -on: - workflow_dispatch: - pull_request: - paths: - - '{{template `project_name_alphanumeric_underscore` .}}/**' - - '.github/workflows/{{ .input_project_name }}-run-tests.yml' - -defaults: - run: - working-directory: ./{{template `project_name_alphanumeric_underscore` .}}/ - -env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} - ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} - ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} - {{ else -}} - DATABRICKS_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} - {{- end }} - -concurrency: {{template `project_name_alphanumeric_underscore` .}}-{{ if (eq .input_include_feature_store `yes`) }}feature-{{end}}training-integration-test-staging - -jobs: - unit_tests: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.10' - {{- if (eq .input_include_feature_store `yes`) }} - # Feature store tests bring up a local Spark session, so Java is required. - - uses: actions/setup-java@v4 - with: - distribution: 'temurin' - java-version: '11' - {{- end }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install -r requirements.txt - pip install -r ../test-requirements.txt - - name: Run tests with pytest - run: | - pytest - - integration_test: - needs: unit_tests - runs-on: ubuntu-latest - steps: - - name: Checkout repo - uses: actions/checkout@v4 - - uses: databricks/setup-cli@{{template `cli_version` .}} - - name: Validate Bundle For Test Deployment Target in Staging Workspace - id: validate - run: | - databricks bundle validate -t test - - name: Deploy Bundle to Test Deployment Target in Staging Workspace - id: deploy - run: | - databricks bundle deploy -t test - {{- if (eq .input_include_feature_store `yes`) }} - - name: Run Feature Engineering Workflow for Test Deployment Target in Staging Workspace - id: feature_engineering - run: | - databricks bundle run write_feature_table_job -t test - {{- end }} - - name: Run Training Workflow for Test Deployment Target in Staging Workspace - id: training - run: | - databricks bundle run model_training_job -t test diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitignore b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitignore deleted file mode 100644 index 0e326c600ee..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitignore +++ /dev/null @@ -1,15 +0,0 @@ -.DS_Store -__pycache__/ -# local bundle files -**/.databricks/* -.idea -.vscode -mlruns -*.db -.dbx -# Exclude local environment directory -venv -# Exclude local distribution/packaging directories -*.egg-info/ -build -dist \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/README.md.tmpl deleted file mode 100644 index dc7b7719516..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/README.md.tmpl +++ /dev/null @@ -1,7 +0,0 @@ -# CI/CD Workflow Definitions -This directory contains CI/CD workflow definitions using [Gitlab Pipelines](https://docs.gitlab.com/ee/ci/pipelines/), -under the folder ``pipelines``. These workflows cover testing and deployment of both ML code (for model training, batch inference, etc) and -Databricks ML resource definitions. - -To set up CI/CD for a new project, -please refer to [Setting up CI/CD](<../../README.md#Setting up CI/CD>) and following the [MLOps Setup Guide](../../docs/mlops-setup.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/Dockerfile.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/Dockerfile.tmpl deleted file mode 100644 index 2fed2a62dd7..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/Dockerfile.tmpl +++ /dev/null @@ -1,9 +0,0 @@ -FROM library/ubuntu:20.04 -RUN apt-get update && \ - DEBIAN_FRONTEND=noninteractive apt-get -y install python3-pip curl unzip openjdk-11-jdk -RUN curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/main/install.sh | sh -RUN pip install requests -COPY {{template `project_name_alphanumeric_underscore` .}}/requirements.txt . -COPY test-requirements.txt . -RUN pip install -r requirements.txt -RUN pip install -r test-requirements.txt diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh.tmpl deleted file mode 100755 index 5951303f4d2..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh.tmpl +++ /dev/null @@ -1,6 +0,0 @@ -#!/bin/sh - -# execute from project -docker login -u $CI_REGISTRY_USER registry.gitlab.com -docker build -t {{ .input_docker_image }} -f .gitlab/docker/Dockerfile . -docker push {{ .input_docker_image }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml.tmpl deleted file mode 100644 index a729e654fe0..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml.tmpl +++ /dev/null @@ -1,15 +0,0 @@ -image: {{ .input_docker_image }} - -deploy-production: - stage: deploy - environment: production - variables: - DATABRICKS_HOST: {{template `databricks_prod_workspace_host` .}} - DATABRICKS_CLIENT_ID: "${SP_CLIENT_ID}" - DATABRICKS_CLIENT_SECRET: "${SP_CLIENT_SECRET}" - script: - - cd {{template `project_name_alphanumeric_underscore` .}} - - databricks bundle validate -t prod - - databricks bundle deploy -t prod - rules: - - when: on_success # mandatory to ensure this job can be called by parent on merge request diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml.tmpl deleted file mode 100644 index de3f3832c85..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml.tmpl +++ /dev/null @@ -1,15 +0,0 @@ -image: {{ .input_docker_image }} - -deploy-stage: - stage: deploy - environment: stage - variables: - DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} - DATABRICKS_CLIENT_ID: "${SP_CLIENT_ID}" - DATABRICKS_CLIENT_SECRET: "${SP_CLIENT_SECRET}" - script: - - cd {{template `project_name_alphanumeric_underscore` .}} - - databricks bundle validate -t staging - - databricks bundle deploy -t staging - rules: - - when: on_success # mandatory to ensure this job can be called by parent on merge request diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml.tmpl deleted file mode 100644 index 81859eb209f..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml.tmpl +++ /dev/null @@ -1,28 +0,0 @@ -image: {{ .input_docker_image }} - -unit-test: - stage: test - script: - - python3 --version - - pip --version - - java -version - - pytest --junitxml=test-unit.xml - rules: - - when: on_success # mandatory to ensure this job can be called by parent cicd on merge request - -integration-test: - stage: test - environment: dev - #need: unit-test - variables: - DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} - DATABRICKS_CLIENT_ID: "${SP_CLIENT_ID}" - DATABRICKS_CLIENT_SECRET: "${SP_CLIENT_SECRET}" - script: - - cd {{template `project_name_alphanumeric_underscore` .}} - - databricks bundle validate -t test - - databricks bundle deploy -t test - - databricks bundle run write_feature_table_job -t test - - databricks bundle run model_training_job -t test - rules: - - when: on_success # mandatory to ensure this job can be called by parent cicd on merge request diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml.tmpl deleted file mode 100644 index b9fea519dc0..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml.tmpl +++ /dev/null @@ -1,39 +0,0 @@ -# This pipeline is triggered upon making a PR against the {{ .input_default_branch }} branch. -# Unit tests are defined under {{template `project_name_alphanumeric_underscore` .}}/tests -# The integration test deploys and runs the model_training_job defined in {{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml -# This integration test is run in the staging workspace, as defined under {{template `project_name_alphanumeric_underscore` .}}/databricks.yml - -# run on merge requests, tags, and the default branch -stages: - - triggers - -image: {{ .input_docker_image }} - -trigger_ci: - stage: triggers - trigger: - include: - - local: .gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml - strategy: depend - rules: - - if: $CI_PIPELINE_SOURCE == 'merge_request_event' && $CI_MERGE_REQUEST_TARGET_BRANCH_NAME == 'main' - changes: - - {{template `project_name_alphanumeric_underscore` .}}/* - -trigger_cd_stage: - stage: triggers - trigger: - include: - - local: .gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml - strategy: depend - rules: - - if: $CI_COMMIT_BRANCH == 'main' - -trigger_cd_production: - stage: triggers - trigger: - include: - - local: .gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml - strategy: depend - rules: - - if: $CI_COMMIT_BRANCH == 'release' \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/_params_testing_only.txt.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/_params_testing_only.txt.tmpl deleted file mode 100644 index 465f32a10d6..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/_params_testing_only.txt.tmpl +++ /dev/null @@ -1,23 +0,0 @@ -input_root_dir={{.input_root_dir}} -input_project_name={{.input_project_name}} -input_cloud={{.input_cloud}} -input_cicd_platform={{.input_cicd_platform}} -input_databricks_staging_workspace_host={{.input_databricks_staging_workspace_host}} -input_databricks_prod_workspace_host={{.input_databricks_prod_workspace_host}} -input_default_branch={{.input_default_branch}} -input_release_branch={{.input_release_branch}} -input_read_user_group={{.input_read_user_group}} -input_include_feature_store={{.input_include_feature_store}} -input_include_mlflow_recipes={{.input_include_mlflow_recipes}} -input_include_models_in_unity_catalog={{.input_include_models_in_unity_catalog}} -input_schema_name={{.input_schema_name}} -input_unity_catalog_read_user_group={{.input_unity_catalog_read_user_group}} -input_inference_table_name={{.input_inference_table_name}} - -databricks_staging_workspace_host={{ template `databricks_staging_workspace_host` . }} -databricks_prod_workspace_host={{ template `databricks_prod_workspace_host` . }} -cloud_specific_node_type_id={{ template `cloud_specific_node_type_id` . }} -model_name={{ template `model_name` . }} -experiment_base_name={{ template `experiment_base_name` . }} -project_name_alphanumeric_underscore={{ template `project_name_alphanumeric_underscore` . }} -cli_version={{ template `cli_version` . }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd.tar.gz b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd.tar.gz deleted file mode 100644 index affa3dc8d23356a9bd5a731625390ad8e285aaea..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4402 zcmV-25zX!&iwFP!000001MOY!a@#f%&u2Xa&gq=2j!9dVWwpAr6GwJaT~pg*JMB#W zoJ^CD&6pxtf|R2=euMjbpKj*9-gDg(+#}rLAOBMlC0S0cM5jqi0*eK(*!}HdLF=Y& zY(IP4vIC{lZqvV;opzJ`yt}i*{ubp~bFb5Cw>r&M3*I-It!C#LYCkextOUf@JcOQk zfo)^2xSrwYx6|H#qD80cZ)m=D<(c{|8TfeQTAGgsM8Cl!O?^ikd)Yqd0`Kqb6|H}3 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"description": "Cloud", - "type": "string" - }, - "input_cicd_platform": { - "order": 3, - "description": "CICD Platform", - "type": "string" - }, - "input_default_branch": { - "order": 4, - "description": "Default Branch", - "type": "string" - }, - "input_release_branch": { - "order": 5, - "description": "Release Branch", - "type": "string" - }, - "cloud_specific_node_type_id": { - "order": 6, - "description": "Cloud Specific Node Type ID", - "type": "string" - }, - "input_cli_version": { - "order": 7, - "description": "CLI Version", - "type": "string" - }, - "input_test_catalog_name": { - "order": 8, - "type": "string", - "description": "\nName of the Test Unity Catalog", - "default": "test" - }, - "input_staging_catalog_name": { - "order": 9, - "type": "string", - "description": "\nName of the Staging Unity Catalog", - "default": "staging" - }, - "input_prod_catalog_name": { - "order": 10, - "type": "string", - "description": "\nName of the Prod Unity Catalog", - "default": "prod" - }, - "input_project_name": { - "order": 11, - "description": "Project Name", - "type": "string" - }, - "input_include_feature_store": { - "order": 12, - "description": "Use Feature Store (yes) or not (no)", - "type": "string" - } - }, - "success_message" : "\n✨ CICD files for your MLOps Project '{{.input_project_name}}' have been initialized!" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/library/template_variables.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/library/template_variables.tmpl deleted file mode 100644 index c6dd1db5fa8..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/library/template_variables.tmpl +++ /dev/null @@ -1,8 +0,0 @@ -# define template variables -{{ define `project_name_alphanumeric_underscore` -}} - {{- (regexp `-`).ReplaceAllString ((regexp `[^A-Za-z0-9_-]`).ReplaceAllString (print .input_project_name) ``) `_` -}} -{{- end }} - -{{ define `cli_version` -}} - {{ .input_cli_version }} -{{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/template/update_layout.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/template/update_layout.tmpl deleted file mode 100644 index 5fe74b9b350..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/template/update_layout.tmpl +++ /dev/null @@ -1,12 +0,0 @@ -{{ if (or (eq .input_cicd_platform `github_actions`) (eq .input_cicd_platform `github_actions_for_github_enterprise_servers`)) }} - {{ skip `.azure` }} - {{ skip `.gitlab` }} -{{ else if (eq .input_cicd_platform `azure_devops`) }} - {{ skip `.github` }} - {{ skip `.gitlab` }} -{{ else if (eq .input_cicd_platform `gitlab`) }} - {{ skip `.github` }} - {{ skip `.azure` }} -{{ end }} - -{{ skip `update_layout` }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd_params.json.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd_params.json.tmpl deleted file mode 100644 index eba55d0490c..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd_params.json.tmpl +++ /dev/null @@ -1,13 +0,0 @@ -{ - "input_root_dir": "{{ .input_root_dir }}", - "input_cloud": "{{ .input_cloud }}", - "input_cicd_platform": "{{ .input_cicd_platform }}", - "input_default_branch": "{{ .input_default_branch }}", - "input_release_branch": "{{ .input_release_branch }}", - "cloud_specific_node_type_id": "{{template `cli_version` .}}", - "input_cli_version": "{{template `cli_version` .}}", - "test_catalog_name": "{{ .input_test_catalog_name }}", - "staging_catalog_name": "{{ .input_staging_catalog_name }}", - "prod_catalog_name": "{{ .input_prod_catalog_name }}", - "input_docker_image": "{{ .input_docker_image }}" -} 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'/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) -%cd $notebook_path - -# COMMAND ---------- - -# MAGIC %pip install -r ../../requirements.txt - -# COMMAND ---------- - -dbutils.library.restartPython() - -# COMMAND ---------- - -# DBTITLE 1, Notebook arguments -# List of input args needed to run this notebook as a job. -# Provide them via DB widgets or notebook arguments. - -# Notebook Environment -dbutils.widgets.dropdown("env", "staging", ["staging", "prod"], "Environment Name") -env = dbutils.widgets.get("env") - -# Path to the Hive-registered Delta table containing the training data. -dbutils.widgets.text( - "training_data_path", - "/databricks-datasets/nyctaxi-with-zipcodes/subsampled", - label="Path to the training data", -) - -# MLflow experiment name. -dbutils.widgets.text( - "experiment_name", - f"/dev-{{template `experiment_base_name` .}}", - label="MLflow experiment name", -) - -{{ if (eq .input_include_models_in_unity_catalog `no`) }} -# MLflow registered model name to use for the trained mode. -dbutils.widgets.text( - "model_name", "dev-{{template `model_name` .}}", label="Model Name" -){{ else }} -# Unity Catalog registered model name to use for the trained mode. -dbutils.widgets.text( - "model_name", "dev.{{ .input_schema_name }}.{{template `model_name` .}}", label="Full (Three-Level) Model Name" -){{ end }} - -# Pickup features table name -dbutils.widgets.text( - "pickup_features_table", - {{ if (eq .input_include_models_in_unity_catalog `no`) }}"feature_store_taxi_example.trip_pickup_features", - {{- else -}}"dev.{{ .input_schema_name }}.trip_pickup_features",{{ end }} - label="Pickup Features Table", -) - -# Dropoff features table name -dbutils.widgets.text( - "dropoff_features_table", - {{ if (eq .input_include_models_in_unity_catalog `no`) }}"feature_store_taxi_example.trip_dropoff_features", - {{- else -}}"dev.{{ .input_schema_name }}.trip_dropoff_features",{{ end }} - label="Dropoff Features Table", -) - -# COMMAND ---------- - -# DBTITLE 1,Define input and output variables -input_table_path = dbutils.widgets.get("training_data_path") -experiment_name = dbutils.widgets.get("experiment_name") -model_name = dbutils.widgets.get("model_name") - -# COMMAND ---------- - -# DBTITLE 1, Set experiment -import mlflow - -mlflow.set_experiment(experiment_name) -{{ if (eq .input_include_models_in_unity_catalog `yes`) }}mlflow.set_registry_uri('databricks-uc'){{ end }} - -# COMMAND ---------- - -# DBTITLE 1, Load raw data -raw_data = spark.read.format("delta").load(input_table_path) -raw_data.display() - -# COMMAND ---------- - -# DBTITLE 1, Helper functions -from datetime import timedelta, timezone -import math -import mlflow.pyfunc -import pyspark.sql.functions as F -from pyspark.sql.types import IntegerType - - -def rounded_unix_timestamp(dt, num_minutes=15): - """ - Ceilings datetime dt to interval num_minutes, then returns the unix timestamp. - """ - nsecs = dt.minute * 60 + dt.second + dt.microsecond * 1e-6 - delta = math.ceil(nsecs / (60 * num_minutes)) * (60 * num_minutes) - nsecs - return int((dt + timedelta(seconds=delta)).replace(tzinfo=timezone.utc).timestamp()) - - -rounded_unix_timestamp_udf = F.udf(rounded_unix_timestamp, IntegerType()) - - -def rounded_taxi_data(taxi_data_df): - # Round the taxi data timestamp to 15 and 30 minute intervals so we can join with the pickup and dropoff features - # respectively. - taxi_data_df = ( - taxi_data_df.withColumn( - "rounded_pickup_datetime", - F.to_timestamp( - rounded_unix_timestamp_udf( - taxi_data_df["tpep_pickup_datetime"], F.lit(15) - ) - ), - ) - .withColumn( - "rounded_dropoff_datetime", - F.to_timestamp( - rounded_unix_timestamp_udf( - taxi_data_df["tpep_dropoff_datetime"], F.lit(30) - ) - ), - ) - .drop("tpep_pickup_datetime") - .drop("tpep_dropoff_datetime") - ) - taxi_data_df.createOrReplaceTempView("taxi_data") - return taxi_data_df - - -def get_latest_model_version(model_name): - latest_version = 1 - mlflow_client = MlflowClient() - for mv in mlflow_client.search_model_versions(f"name='{model_name}'"): - version_int = int(mv.version) - if version_int > latest_version: - latest_version = version_int - return latest_version - - -# COMMAND ---------- - -# DBTITLE 1, Read taxi data for training -taxi_data = rounded_taxi_data(raw_data) -taxi_data.display() - -# COMMAND ---------- - -# DBTITLE 1, Create FeatureLookups -{{- if (eq .input_include_models_in_unity_catalog `no`) }} -from databricks.feature_store import FeatureLookup -import mlflow - -pickup_features_table = dbutils.widgets.get("pickup_features_table") -dropoff_features_table = dbutils.widgets.get("dropoff_features_table") - -pickup_feature_lookups = [ - FeatureLookup( - table_name=pickup_features_table, - feature_names=[ - "mean_fare_window_1h_pickup_zip", - "count_trips_window_1h_pickup_zip", - ], - lookup_key=["pickup_zip"], - timestamp_lookup_key=["rounded_pickup_datetime"], - ), -] - -dropoff_feature_lookups = [ - FeatureLookup( - table_name=dropoff_features_table, - feature_names=["count_trips_window_30m_dropoff_zip", "dropoff_is_weekend"], - lookup_key=["dropoff_zip"], - timestamp_lookup_key=["rounded_dropoff_datetime"], - ), -]{{ else }} -from databricks.feature_engineering import FeatureLookup -import mlflow - -pickup_features_table = dbutils.widgets.get("pickup_features_table") -dropoff_features_table = dbutils.widgets.get("dropoff_features_table") - -pickup_feature_lookups = [ - FeatureLookup( - table_name=pickup_features_table, - feature_names=[ - "mean_fare_window_1h_pickup_zip", - "count_trips_window_1h_pickup_zip", - ], - lookup_key=["pickup_zip"], - timestamp_lookup_key=["rounded_pickup_datetime"], - ), -] - -dropoff_feature_lookups = [ - FeatureLookup( - table_name=dropoff_features_table, - feature_names=["count_trips_window_30m_dropoff_zip", "dropoff_is_weekend"], - lookup_key=["dropoff_zip"], - timestamp_lookup_key=["rounded_dropoff_datetime"], - ), -]{{ end }} - -# COMMAND ---------- - -# DBTITLE 1, Create Training Dataset -{{ if (eq .input_include_models_in_unity_catalog `no`) }} -from databricks import feature_store - -# End any existing runs (in the case this notebook is being run for a second time) -mlflow.end_run() - -# Start an mlflow run, which is needed for the feature store to log the model -mlflow.start_run() - -# Since the rounded timestamp columns would likely cause the model to overfit the data -# unless additional feature engineering was performed, exclude them to avoid training on them. -exclude_columns = ["rounded_pickup_datetime", "rounded_dropoff_datetime"] - -fs = feature_store.FeatureStoreClient() - -# Create the training set that includes the raw input data merged with corresponding features from both feature tables -training_set = fs.create_training_set( - taxi_data, - feature_lookups=pickup_feature_lookups + dropoff_feature_lookups, - label="fare_amount", - exclude_columns=exclude_columns, -) -{{ else }} -from databricks.feature_engineering import FeatureEngineeringClient - -# End any existing runs (in the case this notebook is being run for a second time) -mlflow.end_run() - -# Start an mlflow run, which is needed for the feature store to log the model -mlflow.start_run() - -# Since the rounded timestamp columns would likely cause the model to overfit the data -# unless additional feature engineering was performed, exclude them to avoid training on them. -exclude_columns = ["rounded_pickup_datetime", "rounded_dropoff_datetime"] - -fe = FeatureEngineeringClient() - -# Create the training set that includes the raw input data merged with corresponding features from both feature tables -training_set = fe.create_training_set( - df=taxi_data, # specify the df - feature_lookups=pickup_feature_lookups + dropoff_feature_lookups, - # both features need to be available; defined in GenerateAndWriteFeatures &/or feature-engineering-workflow-resource.yml - label="fare_amount", - exclude_columns=exclude_columns, -) -{{ end }} - -# Load the TrainingSet into a dataframe which can be passed into sklearn for training a model -training_df = training_set.load_df() - -# COMMAND ---------- - -# Display the training dataframe, and note that it contains both the raw input data and the features from the Feature Store, like `dropoff_is_weekend` -training_df.display() - -# COMMAND ---------- - -# MAGIC %md -# MAGIC Train a LightGBM model on the data returned by `TrainingSet.to_df`, then log the model with `FeatureStoreClient.log_model`. The model will be packaged with feature metadata. - -# COMMAND ---------- - -# DBTITLE 1, Train model -import lightgbm as lgb -from sklearn.model_selection import train_test_split -import mlflow.lightgbm -from mlflow.tracking import MlflowClient - - -features_and_label = training_df.columns - -# Collect data into a Pandas array for training -data = training_df.toPandas()[features_and_label] - -train, test = train_test_split(data, random_state=123) -X_train = train.drop(["fare_amount"], axis=1) -X_test = test.drop(["fare_amount"], axis=1) -y_train = train.fare_amount -y_test = test.fare_amount - -mlflow.lightgbm.autolog() -train_lgb_dataset = lgb.Dataset(X_train, label=y_train.values) -test_lgb_dataset = lgb.Dataset(X_test, label=y_test.values) - -param = {"num_leaves": 32, "objective": "regression", "metric": "rmse"} -num_rounds = 100 - -# Train a lightGBM model -model = lgb.train(param, train_lgb_dataset, num_rounds) - -# COMMAND ---------- - -# DBTITLE 1, Log model and return output. -{{- if (eq .input_include_models_in_unity_catalog `no`) }} -# Log the trained model with MLflow and package it with feature lookup information. -fs.log_model( - model=model, #specify model - artifact_path="model_packaged", - flavor=mlflow.lightgbm, - training_set=training_set, - registered_model_name=model_name, -){{ else }} -# Log the trained model with MLflow and package it with feature lookup information. -fe.log_model( - model=model, #specify model - artifact_path="model_packaged", - flavor=mlflow.lightgbm, - training_set=training_set, - registered_model_name=model_name, -) -{{ end }} - -# The returned model URI is needed by the model deployment notebook. -model_version = get_latest_model_version(model_name) -model_uri = f"models:/{model_name}/{model_version}" -dbutils.jobs.taskValues.set("model_uri", model_uri) -dbutils.jobs.taskValues.set("model_name", model_name) -dbutils.jobs.taskValues.set("model_version", model_version) -dbutils.notebook.exit(model_uri) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py.tmpl deleted file mode 100644 index c06cc6c44b9..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py.tmpl +++ /dev/null @@ -1,140 +0,0 @@ -# Databricks notebook source -################################################################################## -# Model Training Notebook -## -# This notebook runs the MLflow Regression Recipe to train and registers an MLflow model in the model registry. -# It is configured and can be executed as the "Train" task in the model_training_job workflow defined under -# ``{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml`` -# -# NOTE: In general, we recommend that you do not modify this notebook directly, and instead update data-loading -# and model training logic in Python modules under the `steps` directory. -# Modifying this notebook can break model training CI/CD. -# -# However, if you do need to make changes (e.g. to remove the use of MLflow Recipes APIs), -# be sure to preserve the following interface expected by CI and the production model training job: -# -# Parameters: -# -# * env (optional): Name of the environment the notebook is run in (test, staging, or prod). -# You can add environment-specific logic to this notebook based on the value of this parameter, -# e.g. read training data from different tables or data sources across environments. -# The `databricks-dev` profile will be used if users manually run the notebook. -# The `databricks-test` profile will be used during CI test runs. -# This separates the potentially many runs/models logged during integration tests from -# runs/models produced by staging/production model training jobs. You can use the value of this -# parameter to further customize the behavior of this notebook based on whether it's running as -# a test or for recurring model training in staging/production. -# -# -# Return values: -# * model_uri: The notebook must return the URI of the registered model as notebook output specified through -# dbutils.notebook.exit() AND as a task value with key "model_uri" specified through -# dbutils.jobs.taskValues(...), for use by downstream notebooks. -# -# For details on MLflow Recipes and the individual split, transform, train etc steps below, including usage examples, -# see the Regression Recipe overview documentation: https://mlflow.org/docs/latest/recipes.html -# and Regression Recipes API documentation: https://mlflow.org/docs/latest/python_api/mlflow.recipes.html -################################################################################## - -# COMMAND ---------- -# MAGIC %load_ext autoreload -# MAGIC %autoreload 2 - -# COMMAND ---------- - -import os -notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) -%cd $notebook_path - -# COMMAND ---------- - -# MAGIC %pip install -r ../../requirements.txt - -# COMMAND ---------- - -dbutils.library.restartPython() - -# COMMAND ---------- - -import os -notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) -%cd $notebook_path -%cd ../ - -# COMMAND ---------- - -from mlflow.recipes import Recipe - -try: - # Profile from databricks workflow input will be used. - env = dbutils.widgets.get("env") - profile = f"databricks-{env}" -except: - # When the users manually run the notebook, we use the "databricks-dev" profile instead of staging, prod or test. - profile = "databricks-dev" - -# COMMAND ---------- - -from mlflow.recipes.utils import ( - get_recipe_config, - get_recipe_root_path, -) - -root_path = get_recipe_root_path() -config = get_recipe_config(root_path, profile) -if config['experiment']['name'].startswith(f"/{env}-{{template `experiment_base_name` .}}"): - print("WARNING: The experiment name may not have been set correctly. Please confirm that the experiment name in the profile YAML file matches the experiment_name variable in {{template `project_name_alphanumeric_underscore` .}}/databricks.yml.") - -# COMMAND ---------- - -r = Recipe(profile=profile) - -# COMMAND ---------- - -r.clean() - -# COMMAND ---------- - -r.inspect() - -# COMMAND ---------- - -r.run("ingest") - -# COMMAND ---------- - -r.run("split") - -# COMMAND ---------- - -r.run("transform") - -# COMMAND ---------- - -r.run("train") - -# COMMAND ---------- - -r.run("evaluate") - -# COMMAND ---------- - -r.run("register") - -# COMMAND ---------- - -r.inspect("train") - -# COMMAND ---------- - -test_data = r.get_artifact("test_data") -test_data.describe() - -# COMMAND ---------- - -model_version = r.get_artifact("registered_model_version") -model_uri = f"models:/{model_version.name}/{model_version.version}" -dbutils.jobs.taskValues.set("model_uri", model_uri) -dbutils.jobs.taskValues.set("model_name", model_version.name) -dbutils.jobs.taskValues.set("model_version", model_version.version) -dbutils.notebook.exit(model_uri) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml.tmpl deleted file mode 100644 index b8225b3eea8..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml.tmpl +++ /dev/null @@ -1,41 +0,0 @@ -# This profile contains config overrides for model development on Databricks -experiment: - # The name of the experiment to use during training or model validation in dev deployment target. - # TODO: This value must be the same as experiment_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for dev deployment target. - name: /dev-{{template `experiment_base_name` .}} - -# Set the registry server URI. This property is especially useful if you have a registry -# server that’s different from the tracking server. -model_registry: - # Specify the MLflow registered model name under which to register model versions - # This value must be the same as model_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for dev deployment target. - model_name: dev-{{template `model_name` .}} - -# Override the default train / validation / test dataset split ratios -SPLIT_RATIOS: [0.75, 0.125, 0.125] - -INGEST_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: update this field to point to the path to your model training dataset on the Databricks workspace - # you use for development - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -INGEST_SCORING_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: Specify the name/path of the input table for batch inference in your dev workspace here - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -PREDICT_OUTPUT_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step - # Specify the output format of the batch scoring predict step - using: table - # TODO: Specify the name of the output table for batch inference in your dev workspace here - location: "{{ .input_project_name }}_batch_scoring" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml.tmpl deleted file mode 100644 index bab5e6f1eab..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml.tmpl +++ /dev/null @@ -1,39 +0,0 @@ -experiment: - # The name of the experiment to use during training or model validation in prod deployment target. - # TODO: This value must be the same as experiment_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for prod deployment target. - name: /prod-{{template `experiment_base_name` .}} - -# Set the registry server URI. This property is especially useful if you have a registry -# server that’s different from the tracking server. -model_registry: - # The MLflow registered model name under which to register model versions - # This value must be the same as model_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for prod deployment target. - model_name: prod-{{template `model_name` .}} - -# Override the default train / validation / test dataset split ratios -SPLIT_RATIOS: [0.75, 0.125, 0.125] - -INGEST_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: update this field to point to the path to your model training dataset on your production Databricks workspace - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -INGEST_SCORING_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: Specify the name/path of the input table for batch inference in your prod workspace here - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -PREDICT_OUTPUT_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step - # Specify the output format of the batch scoring predict step - using: table - # TODO: Specify the name of the output table for batch inference in your prod workspace here - location: "{{ .input_project_name }}_batch_scoring" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml.tmpl deleted file mode 100644 index 0102f233563..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml.tmpl +++ /dev/null @@ -1,41 +0,0 @@ -experiment: - # The name of the experiment to use during training or model validation in staging deployment target. - # TODO: This value must be the same as experiment_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for staging deployment target. - name: /staging-{{template `experiment_base_name` .}} - -# Set the registry server URI. This property is especially useful if you have a registry -# server that’s different from the tracking server. -model_registry: - # The MLflow registered model name under which to register model versions - # This value must be the same as model_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for staging deployment target. - model_name: staging-{{template `model_name` .}} - -# Override the default train / validation / test dataset split ratios -SPLIT_RATIOS: [0.75, 0.125, 0.125] - -INGEST_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: update this field to point to the path to your model training dataset on your staging Databricks workspace, - # to be used in the staging instance of your ML jobs. For example, you may want to create a downsampled version of your - # full production dataset and specify its path here. - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -INGEST_SCORING_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: Specify the name/path of the input table for batch inference in your staging workspace here - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -PREDICT_OUTPUT_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step - # Specify the output format of the batch scoring predict step - using: table - # TODO: Specify the name of the output table for batch inference in your prod workspace here - location: "{{ .input_project_name }}_batch_scoring" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml.tmpl deleted file mode 100644 index 4b5171cd2c3..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml.tmpl +++ /dev/null @@ -1,42 +0,0 @@ -experiment: - # The name of the experiment to use during training or model validation in test deployment target. - # TODO: This value must be the same as experiment_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for test deployment target. - name: /test-{{template `experiment_base_name` .}} - -# Set the registry server URI. This property is especially useful if you have a registry -# server that’s different from the tracking server. -model_registry: - # Specifies the name of the Registered Model to use when registering a trained model to - # the MLflow Model Registry - # This value must be the same as model_name defined in - # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for test deployment target. - model_name: test-{{template `model_name` .}} - -# Override the default train / validation / test dataset split ratios -SPLIT_RATIOS: [0.75, 0.125, 0.125] - -INGEST_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: update this field to point to the path to your model training dataset on your staging Databricks workspace, - # to be used in tests. For example, you may want to create a down-sampled version of your full production dataset - # and specify its path here. - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -INGEST_SCORING_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring - # TODO: Specify the format of the dataset - using: spark_sql - # TODO: Specify the name/path of the input table for batch inference tests here - sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` - loader_method: load_file_as_dataframe - -PREDICT_OUTPUT_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step - # Specify the output format of the batch scoring predict step - using: table - # TODO: Specify the name of the output table for batch inference in tests here - location: "{{ .input_project_name }}_batch_scoring_test" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/local.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/local.yaml.tmpl deleted file mode 100644 index 55c886bc1e4..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/local.yaml.tmpl +++ /dev/null @@ -1,38 +0,0 @@ -experiment: - name: "/Shared/{{ .input_project_name }}" - tracking_uri: "sqlite:///mlruns.db" - artifact_location: "./mlruns" - -model_registry: - # Specifies the name of the Registered Model to use when registering a trained model to - # the MLflow Model Registry - model_name: {{`{{`}}MODEL_NAME|default('{{ .input_project_name }}_model'){{`}}`}} - -# Override the default train / validation / test dataset split ratios -SPLIT_RATIOS: [0.80, 0.10, 0.10] - -INGEST_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step - # TODO: Specify the format of the dataset - using: parquet - # TODO: update this field to point to a local filesystem path containing e.g. a sample of your model training - # dataset for local development. - location: "../data/sample.parquet" - loader_method: load_file_as_dataframe - -INGEST_SCORING_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring - # Use a larger section of the TLC Trip Record Dataset for the batch scoring feature - # Specify the format of the dataset - using: parquet - # TODO: update this field to point to a local filesystem path containing e.g. a sample of your input dataset - # for batch inference - location: "../data/sample.parquet" - loader_method: load_file_as_dataframe - -PREDICT_OUTPUT_CONFIG: - # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step - # Specify the output format of the batch scoring predict step - using: parquet - # Specify the output location of the batch scoring predict step - location: "./data/sample_output.parquet" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/recipe.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/recipe.yaml.tmpl deleted file mode 100644 index c1194e9bfbb..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/recipe.yaml.tmpl +++ /dev/null @@ -1,58 +0,0 @@ -# `recipe.yaml` is the main configuration file for an MLflow Recipe. -# Required recipe parameters should be defined in this file with either concrete values or -# variables such as {{`{{ INGEST_DATA_LOCATION }}.`}} - -# Variables must be dereferenced in a profile YAML file, located under `profiles/`. -# See `profiles/local.yaml` for example usage. One may switch among profiles quickly by -# providing a profile name such as `local` in the Recipe object constructor: -# `r = Recipe(profile="local")` -# -# NOTE: YAML does not support tabs for indentation. Please use spaces and ensure that all YAML -# files are properly formatted. - -recipe: "regression/v1" -# Specifies the name of the column containing targets / labels for model training and evaluation -target_col: "fare_amount" -# Sets the primary metric to use to evaluate model performance. This primary metric is used -# to sort MLflow Runs corresponding to the recipe in the MLflow Tracking UI -primary_metric: "root_mean_squared_error" -steps: - ingest: {{`{{INGEST_CONFIG}}`}} - split: - # Train/validation/test split ratios - split_ratios: {{`{{SPLIT_RATIOS|default([0.75, 0.125, 0.125])}}`}} - # Specifies the method to use to perform additional processing and cleaning on split datasets - post_split_method: process_splits - transform: - # Specifies the method that defines the data transformations to apply during model inference - transformer_method: transformer_fn - train: - # Specifies the method that defines the estimator type and parameters to use for model training - using: custom - estimator_method: estimator_fn - evaluate: - # Sets performance thresholds that a trained model must meet in order to be eligible for - # registration to the MLflow Model Registry - # TODO: specify pre-deployment validation criteria to apply to fitted models here - validation_criteria: - - metric: root_mean_squared_error - threshold: 10 - - metric: mean_absolute_error - threshold: 50 - - metric: weighted_mean_squared_error - threshold: 20 - register: - # Indicates whether or not a model that fails to meet performance thresholds should still - # be registered to the MLflow Model Registry - allow_non_validated_model: false - ingest_scoring: {{`{{INGEST_SCORING_CONFIG}}`}} - predict: - output: {{`{{PREDICT_OUTPUT_CONFIG}}`}} - # model_uri: "models/model.pkl" -# Defines custom performance metrics to compute during model training and evaluation -# TODO: specify custom metrics for model training here, or remove them if not applicable -custom_metrics: - - name: weighted_mean_squared_error - # Specifies the name of the function in `steps/custom_metrics.py` to use to compute the metric - function: weighted_mean_squared_error - greater_is_better: False diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/custom_metrics.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/custom_metrics.py.tmpl deleted file mode 100644 index 23d5eb25f91..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/custom_metrics.py.tmpl +++ /dev/null @@ -1,47 +0,0 @@ -""" -This module defines custom metric functions that are invoked during the 'train' and 'evaluate' -steps to provide model performance insights. Custom metric functions defined in this module are -referenced in the ``metrics`` section of ``recipe.yaml``, for example: - -.. code-block:: yaml - :caption: Example custom metrics definition in ``recipe.yaml`` - - metrics: - custom: - - name: weighted_mean_squared_error - function: weighted_mean_squared_error - greater_is_better: False -""" - -from typing import Dict - -from pandas import DataFrame -from sklearn.metrics import mean_squared_error - - -def weighted_mean_squared_error( - eval_df: DataFrame, - builtin_metrics: Dict[str, int], # pylint: disable=unused-argument -) -> int: - """ - Computes the weighted mean squared error (MSE) metric. - - :param eval_df: A Pandas DataFrame containing the following columns: - - - ``"prediction"``: Predictions produced by submitting input data to the model. - - ``"target"``: Ground truth values corresponding to the input data. - - :param builtin_metrics: A dictionary containing the built-in metrics that are calculated - automatically during model evaluation. The keys are the names of the - metrics and the values are the scalar values of the metrics. For more - information, see - https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate. - :return: A single-entry dictionary containing the MSE metric. The key is the metric name and - the value is the scalar metric value. Note that custom metric functions can return - dictionaries with multiple metric entries as well. - """ - return mean_squared_error( - eval_df["prediction"], - eval_df["target"], - sample_weight=1 / eval_df["prediction"].values, - ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/ingest.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/ingest.py.tmpl deleted file mode 100644 index 7dfa89fcace..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/ingest.py.tmpl +++ /dev/null @@ -1,40 +0,0 @@ -""" -This module defines the following routines used by the 'ingest' step of the regression recipe: - -- ``load_file_as_dataframe``: Defines customizable logic for parsing dataset formats that are not - natively parsed by MLflow Recipes (i.e. formats other than Parquet, Delta, and Spark SQL). -""" - -import logging - -from pandas import DataFrame - -_logger = logging.getLogger(__name__) - - -def load_file_as_dataframe(file_path: str, file_format: str) -> DataFrame: - """ - Load content from the specified dataset file as a Pandas DataFrame. - - This method is used to load dataset types that are not natively managed by MLflow Recipes - (datasets that are not in Parquet, Delta Table, or Spark SQL Table format). This method is - called once for each file in the dataset, and MLflow Recipes automatically combines the - resulting DataFrames together. - - :param file_path: The path to the dataset file. - :param file_format: The file format string, such as "csv". - :return: A Pandas DataFrame representing the content of the specified file. - """ - - if file_format == "csv": - import pandas - - _logger.warning( - "Loading dataset CSV using `pandas.read_csv()` with default arguments and assumed index" - " column 0 which may not produce the desired schema. If the schema is not correct, you" - " can adjust it by modifying the `load_file_as_dataframe()` function in" - " `steps/ingest.py`" - ) - return pandas.read_csv(file_path, index_col=0) - else: - raise NotImplementedError diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/split.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/split.py.tmpl deleted file mode 100644 index 5fa7f9264a4..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/split.py.tmpl +++ /dev/null @@ -1,37 +0,0 @@ -""" -This module defines the following routines used by the 'split' step of the regression recipe: - -- ``process_splits``: Defines customizable logic for processing & cleaning the training, validation, - and test datasets produced by the data splitting procedure. -""" - -from pandas import DataFrame - - -def process_splits( - train_df: DataFrame, validation_df: DataFrame, test_df: DataFrame -) -> (DataFrame, DataFrame, DataFrame): - """ - Perform additional processing on the split datasets. - - :param train_df: The training dataset produced by the data splitting procedure. - :param validation_df: The validation dataset produced by the data splitting procedure. - :param test_df: The test dataset produced by the data splitting procedure. - :return: A tuple containing, in order: the processed training dataset, the processed - validation dataset, and the processed test dataset. - """ - - def process(df: DataFrame): - # Drop invalid data points - cleaned = df.dropna() - # Filter out invalid fare amounts and trip distance - cleaned = cleaned[ - (cleaned["fare_amount"] > 0) - & (cleaned["trip_distance"] < 400) - & (cleaned["trip_distance"] > 0) - & (cleaned["fare_amount"] < 1000) - ] - - return cleaned - - return process(train_df), process(validation_df), process(test_df) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/train.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/train.py.tmpl deleted file mode 100644 index c61b2bd87c4..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/train.py.tmpl +++ /dev/null @@ -1,17 +0,0 @@ -""" -This module defines the following routines used by the 'train' step of the regression recipe: - -- ``estimator_fn``: Defines the customizable estimator type and parameters that are used - during training to produce a model pipeline. -""" - - -def estimator_fn(): - """ - Returns an *unfitted* estimator that defines ``fit()`` and ``predict()`` methods. - The estimator's input and output signatures should be compatible with scikit-learn - estimators. - """ - from sklearn.linear_model import SGDRegressor - - return SGDRegressor(random_state=42) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/transform.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/transform.py.tmpl deleted file mode 100644 index 5e1869875c8..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/transform.py.tmpl +++ /dev/null @@ -1,62 +0,0 @@ -""" -This module defines the following routines used by the 'transform' step of the regression recipe: - -- ``transformer_fn``: Defines customizable logic for transforming input data before it is passed - to the estimator during model inference. -""" - -from pandas import DataFrame -from sklearn.compose import ColumnTransformer -from sklearn.pipeline import Pipeline -from sklearn.preprocessing import OneHotEncoder, StandardScaler, FunctionTransformer - - -def calculate_features(df: DataFrame): - """ - Extend the input dataframe with pickup day of week and hour, and trip duration. - Drop the now-unneeded pickup datetime and dropoff datetime columns. - """ - df["pickup_dow"] = df["tpep_pickup_datetime"].dt.dayofweek - df["pickup_hour"] = df["tpep_pickup_datetime"].dt.hour - trip_duration = df["tpep_dropoff_datetime"] - df["tpep_pickup_datetime"] - df["trip_duration"] = trip_duration.map(lambda x: x.total_seconds() / 60) - df.drop(columns=["tpep_pickup_datetime", "tpep_dropoff_datetime"], inplace=True) - return df - - -def transformer_fn(): - """ - Returns an *unfitted* transformer that defines ``fit()`` and ``transform()`` methods. - The transformer's input and output signatures should be compatible with scikit-learn - transformers. - """ - return Pipeline( - steps=[ - ( - "calculate_time_and_duration_features", - FunctionTransformer(calculate_features, feature_names_out="one-to-one"), - ), - ( - "encoder", - ColumnTransformer( - transformers=[ - ( - "hour_encoder", - OneHotEncoder(categories="auto", sparse_output=False), - ["pickup_hour"], - ), - ( - "day_encoder", - OneHotEncoder(categories="auto", sparse_output=False), - ["pickup_dow"], - ), - ( - "std_scaler", - StandardScaler(), - ["trip_distance", "trip_duration"], - ), - ] - ), - ), - ] - ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/utils.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/utils.py.tmpl deleted file mode 100644 index b963ba0b22b..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/utils.py.tmpl +++ /dev/null @@ -1,21 +0,0 @@ -"""This module contains utils shared between different notebooks""" - -def get_deployed_model_stage_for_env(env): - """ - Get the model version stage under which the latest deployed model version can be found - for the current environment - :param env: Current environment - :return: Model version stage - """ - # For a registered model version to be served, it needs to be in either the Staging or Production - # model registry stage - # ({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "machine-learning/manage-model-lifecycle/workspace-model-registry.html")) }}). - # For models in dev and staging environments, we deploy the model to the "Staging" stage, and in prod we deploy to the - # "Production" stage - _MODEL_STAGE_FOR_ENV = { - "dev": "Staging", - "staging": "Staging", - "prod": "Production", - "test": "Production", - } - return _MODEL_STAGE_FOR_ENV[env] diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/README.md.tmpl deleted file mode 100644 index e5a6fec8236..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/README.md.tmpl +++ /dev/null @@ -1,2 +0,0 @@ -# Model Validation -To enable model validation as part of scheduled databricks workflow, please refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../resources/README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/validation.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/validation.py.tmpl deleted file mode 100644 index 25f7bc2881c..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/validation.py.tmpl +++ /dev/null @@ -1,41 +0,0 @@ -import numpy as np -from mlflow.models import make_metric, MetricThreshold - -# Custom metrics to be included. Return empty list if custom metrics are not needed. -# Please refer to custom_metrics parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate -# TODO(optional) : custom_metrics -def custom_metrics(): - - # TODO(optional) : define custom metric function to be included in custom_metrics. - def squared_diff_plus_one(eval_df, _builtin_metrics): - """ - This example custom metric function creates a metric based on the ``prediction`` and - ``target`` columns in ``eval_df`. - """ - return np.sum(np.abs(eval_df["prediction"] - eval_df["target"] + 1) ** 2) - - return [make_metric(eval_fn=squared_diff_plus_one, greater_is_better=False)] - - -# Define model validation rules. Return empty dict if validation rules are not needed. -# Please refer to validation_thresholds parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate -# TODO(optional) : validation_thresholds -def validation_thresholds(): - return { - "max_error": MetricThreshold( - threshold=500, greater_is_better=False # max_error should be <= 500 - ), - "mean_squared_error": MetricThreshold( - threshold=500, # mean_squared_error should be <= 500 - # min_absolute_change=0.01, # mean_squared_error should be at least 0.01 greater than baseline model accuracy - # min_relative_change=0.01, # mean_squared_error should be at least 1 percent greater than baseline model accuracy - greater_is_better=False, - ), - } - - -# Define evaluator config. Return empty dict if validation rules are not needed. -# Please refer to evaluator_config parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate -# TODO(optional) : evaluator_config -def evaluator_config(): - return {} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/aws/aws-github.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/aws/aws-github.json deleted file mode 100644 index 30b6e59603d..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/aws/aws-github.json +++ /dev/null @@ -1,18 +0,0 @@ -{ - "input_setup_cicd_and_project": "CICD_and_Project", - "input_root_dir": "example-aws-github-project", - "input_project_name": "example-aws-github-project", - "input_cloud": "aws", - "input_cicd_platform": "github_actions", - "input_databricks_staging_workspace_host": "https://your-staging-workspace.cloud.databricks.com", - "input_databricks_prod_workspace_host": "https://your-prod-workspace.cloud.databricks.com", - "input_default_branch": "main", - "input_release_branch": "release", - "input_read_user_group": "users", - "input_include_feature_store": "no", - "input_include_mlflow_recipes": "no", - "input_include_models_in_unity_catalog": "yes", - "input_schema_name": "test_project_schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-devops.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-devops.json deleted file mode 100644 index c38784b6631..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-devops.json +++ /dev/null @@ -1,18 +0,0 @@ -{ - "input_setup_cicd_and_project": "CICD_and_Project", - "input_root_dir": "test-azure-devops-project", - "input_project_name": "test-azure-devops-project", - "input_cloud": "azure", - "input_cicd_platform": "azure_devops", - "input_databricks_staging_workspace_host": "https://adb-your-staging-workspace.azuredatabricks.net", - "input_databricks_prod_workspace_host": "https://adb-your-prod-workspace.azuredatabricks.net", - "input_default_branch": "main", - "input_release_branch": "release", - "input_read_user_group": "users", - "input_include_feature_store": "no", - "input_include_mlflow_recipes": "no", - "input_include_models_in_unity_catalog": "yes", - "input_schema_name": "test_project_schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-github.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-github.json deleted file mode 100644 index 1e405b3a7ea..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-github.json +++ /dev/null @@ -1,18 +0,0 @@ -{ - "input_setup_cicd_and_project": "CICD_and_Project", - "input_root_dir": "example-azure-github-project", - "input_project_name": "example-azure-github-project", - "input_cloud": "azure", - "input_cicd_platform": "github_actions", - "input_databricks_staging_workspace_host": "https://adb-your-staging-workspace.azuredatabricks.net", - "input_databricks_prod_workspace_host": "https://adb-your-prod-workspace.azuredatabricks.net", - "input_default_branch": "main", - "input_release_branch": "release", - "input_read_user_group": "users", - "input_include_feature_store": "no", - "input_include_mlflow_recipes": "no", - "input_include_models_in_unity_catalog": "yes", - "input_schema_name": "test_project_schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-gitlab.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-gitlab.json deleted file mode 100644 index 547ca50e24b..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-gitlab.json +++ /dev/null @@ -1,18 +0,0 @@ -{ - "input_setup_cicd_and_project": "CICD_and_Project", - "input_root_dir": "example-azure-gitlab-project", - "input_project_name": "example-azure-gitlab-project", - "input_cloud": "azure", - "input_cicd_platform": "gitlab", - "input_databricks_staging_workspace_host": "https://adb-your-staging-workspace.azuredatabricks.net", - "input_databricks_prod_workspace_host": "https://adb-your-prod-workspace.azuredatabricks.net", - "input_default_branch": "main", - "input_release_branch": "release", - "input_read_user_group": "users", - "input_include_feature_store": "no", - "input_include_mlflow_recipes": "no", - "input_include_models_in_unity_catalog": "yes", - "input_schema_name": "test_project_schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/gcp/gcp-github.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/gcp/gcp-github.json deleted file mode 100644 index 45e39adb351..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/gcp/gcp-github.json +++ /dev/null @@ -1,17 +0,0 @@ -{ - "input_root_dir": "example-gcp-github-project", - "input_project_name": "example-gcp-github-project", - "input_cloud": "gcp", - "input_cicd_platform": "github_actions", - "input_databricks_staging_workspace_host": "https://your-staging-workspace.gcp.databricks.com", - "input_databricks_prod_workspace_host": "https://your-prod-workspace.gcp.databricks.com", - "input_default_branch": "main", - "input_release_branch": "release", - "input_read_user_group": "users", - "input_include_feature_store": "no", - "input_include_mlflow_recipes": "no", - "input_include_models_in_unity_catalog": "yes", - "input_schema_name": "test_project_schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/install.sh b/acceptance/bundle/deploy/mlops-stacks/template/tests/install.sh deleted file mode 100755 index c91e5088504..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/install.sh +++ /dev/null @@ -1,65 +0,0 @@ -#!/bin/sh - -# Note: we cannot assume we're running bash and use the set -euo pipefail approach. -# Usage in the wild uses the "curl | sh" approach and we need that to continue working. -set -e - -VERSION="0.236.0" -FILE="databricks_cli_$VERSION" - -# Include operating system in file name. -OS="$(uname -s | cut -d '-' -f 1)" -case "$OS" in -Linux) - FILE="${FILE}_linux" - ;; -Darwin) - FILE="${FILE}_darwin" - ;; -MINGW64_NT) - FILE="${FILE}_windows" - ;; -*) - echo "Unknown operating system: $OS" - exit 1 - ;; -esac - -# Include architecture in file name. -ARCH="$(uname -m)" -case "$ARCH" in -i386) - FILE="${FILE}_386" - ;; -x86_64) - FILE="${FILE}_amd64" - ;; -arm) - FILE="${FILE}_arm" - ;; -arm64|aarch64) - FILE="${FILE}_arm64" - ;; -*) - echo "Unknown architecture: $ARCH" - exit 1 - ;; -esac - -# Make sure we don't overwrite an existing installation. -if [ -f "$1/databricks" ]; then - echo "Target path $TARGET/databricks already exists." - exit 1 -fi - -# Change into test temporary directory. -cd $1 - -# Download release archive. -curl -L -s -O "https://github.com/databricks/cli/releases/download/v${VERSION}/${FILE}.zip" - -# Unzip release archive. -unzip -q "${FILE}.zip" - -# Add databricks to path. -chmod +x ./databricks diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_bundle_resources.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_bundle_resources.py deleted file mode 100644 index 464090415c4..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_bundle_resources.py +++ /dev/null @@ -1 +0,0 @@ -# TODO diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_create_project.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_create_project.py deleted file mode 100644 index af1fbad3473..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_create_project.py +++ /dev/null @@ -1,371 +0,0 @@ -import os -import pathlib -import pytest -import subprocess -from utils import ( - read_workflow, - generate, - databricks_cli, - markdown_checker_configs, - paths, - generated_project_dir, - parametrize_by_cloud, - parametrize_by_project_generation_params, -) -from unittest import mock - -DEFAULT_PROJECT_NAME = "my-mlops-project" -DEFAULT_PROJECT_DIRECTORY = "my_mlops_project" -# UUID that when set as project name, prevents the removal of files needed in testing -TEST_PROJECT_NAME = "27896cf3-bb3e-476e-8129-96df0406d5c7" -TEST_PROJECT_DIRECTORY = "27896cf3_bb3e_476e_8129_96df0406d5c7" -DEFAULT_PARAM_VALUES = { - "input_default_branch": "main", - "input_release_branch": "release", - "input_read_user_group": "users", - "input_include_feature_store": "no", - "input_include_mlflow_recipes": "no", - "input_include_models_in_unity_catalog": "no", - "input_schema_name": "schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table", -} -DEFAULT_PARAMS_AZURE = { - "input_cloud": "azure", - "input_databricks_staging_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", - "input_databricks_prod_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", -} -DEFAULT_PARAMS_AWS = { - "input_cloud": "aws", - "input_databricks_staging_workspace_host": "https://your-staging-workspace.cloud.databricks.com", - "input_databricks_prod_workspace_host": "https://your-prod-workspace.cloud.databricks.com", -} -DEFAULT_PARAMS_GCP = { - "input_cloud": "gcp", - "input_databricks_staging_workspace_host": "https://your-staging-workspace.gcp.databricks.com", - "input_databricks_prod_workspace_host": "https://your-prod-workspace.gcp.databricks.com", -} - - -def assert_no_disallowed_strings_in_files(file_paths, disallowed_strings, exclude_path_matches=None): - """ - Assert that all files in file_paths, besides those with paths containing - one of exclude_path_matches as a substring, do not contain any of the specified disallowed strings - - :param file_paths List of paths of files to check - :param disallowed_strings: List of disallowed strings - :param exclude_path_matches: List of substrings e.g. [".github", ".png"]. Any files whose paths - contain one of these substrings will not be checked for disallowed strings - """ - if exclude_path_matches is None: - exclude_path_matches = [] - # Exclude binary files like pngs from being string-matched - exclude_path_matches = exclude_path_matches + [".png", ".parquet", ".tar.gz"] - for path in file_paths: - assert os.path.exists(path), "Provided nonexistent path to test: %s" % path - - def assert_no_disallowed_strings(filepath): - with open(filepath, "r") as f: - data = f.read() - for s in disallowed_strings: - assert s not in data - - def should_check_file_for_disallowed_strings(path): - return not any(substring in path for substring in exclude_path_matches) and os.path.isfile(path) - - test_paths = list(filter(should_check_file_for_disallowed_strings, file_paths)) - for path in test_paths: - assert_no_disallowed_strings(path) - - -@parametrize_by_project_generation_params -def test_no_template_strings_after_param_substitution(cloud, include_models_in_unity_catalog, generated_project_dir): - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - assert_no_disallowed_strings_in_files( - file_paths=[os.path.join(generated_project_dir, path) for path in paths(generated_project_dir)], - disallowed_strings=["{{", "{%", "%}"], - exclude_path_matches=[".github", ".yml", ".yaml"], - ) - - -def test_no_databricks_workspace_urls(): - # Test that there are no accidental hardcoded Databricks workspace URLs included in source files - template_dir = pathlib.Path(__file__).parent.parent / "template" - test_paths = [os.path.join(template_dir, path) for path in paths(template_dir)] - assert_no_disallowed_strings_in_files( - file_paths=test_paths, - disallowed_strings=[ - "azuredatabricks.net", - "cloud.databricks.com", - "gcp.databricks.com", - ], - ) - - -def test_no_databricks_doc_strings_before_project_generation(): - template_dir = pathlib.Path(__file__).parent.parent / "template" - test_paths = [os.path.join(template_dir, path) for path in paths(template_dir)] - assert_no_disallowed_strings_in_files( - file_paths=test_paths, - disallowed_strings=[ - "https://learn.microsoft.com/en-us/azure/databricks", - "https://docs.databricks.com/", - "https://docs.gcp.databricks.com/", - ], - ) - - -@pytest.mark.large -@parametrize_by_project_generation_params -def test_markdown_links(cloud, include_models_in_unity_catalog, generated_project_dir): - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - markdown_checker_configs(generated_project_dir) - subprocess.run( - """ - npm install -g markdown-link-check@3.10.3 - find . -name \*.md -print0 | xargs -0 -n1 markdown-link-check -c ./checker-config.json - """, - shell=True, - check=True, - executable="/bin/bash", - cwd=(generated_project_dir / "my-mlops-project"), - ) - - -@pytest.mark.parametrize( - "invalid_params", - [ - {"input_databricks_staging_workspace_host": "http://no-https"}, - {"input_databricks_prod_workspace_host": "no-https"}, - {"input_project_name": "a"}, - {"input_project_name": "a-"}, - {"input_project_name": "Name with spaces"}, - {"input_project_name": "name/with/slashes"}, - {"input_project_name": "name\\with\\backslashes"}, - {"input_project_name": "name.with.periods"}, - ], -) -def test_generate_fails_with_invalid_params(tmpdir, databricks_cli, invalid_params): - with pytest.raises(Exception): - generate(tmpdir, databricks_cli, invalid_params) - - -@pytest.mark.parametrize("valid_params", [{}]) -def test_generate_succeeds_with_valid_params(tmpdir, databricks_cli, valid_params): - generate(tmpdir, databricks_cli, valid_params) - - -@parametrize_by_project_generation_params -def test_generate_project_with_default_values( - tmpdir, - databricks_cli, - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, -): - """ - Asserts the default parameter values. The project name and experiment - parent directory are excluded from this test as they covered in other tests. If this test fails - due to an update of the default values, please do the following checks: - - The default param value constants in this test are up to date. - - The default param values in the substitution logic in the pre_gen_project.py hook are up to date. - - The default param values in the help strings in databricks_template_schema.json are up to date. - """ - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - context = { - "input_project_name": TEST_PROJECT_NAME, - "input_root_dir": TEST_PROJECT_NAME, - "input_cloud": cloud, - "input_cicd_platform": cicd_platform, - } - # Testing that Azure is the default option. - if cloud == "azure": - del context["input_cloud"] - generate(tmpdir, databricks_cli, context=context) - test_file_contents = (tmpdir / TEST_PROJECT_NAME / "_params_testing_only.txt").read_text("utf-8") - if cloud == "azure": - params = {**DEFAULT_PARAM_VALUES, **DEFAULT_PARAMS_AZURE} - elif cloud == "aws": - params = {**DEFAULT_PARAM_VALUES, **DEFAULT_PARAMS_AWS} - elif cloud == "gcp": - params = {**DEFAULT_PARAM_VALUES, **DEFAULT_PARAMS_GCP} - for param, value in params.items(): - assert f"{param}={value}" in test_file_contents - - -def prepareContext( - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, -): - context = { - "input_setup_cicd_and_project": setup_cicd_and_project, - "input_project_name": TEST_PROJECT_NAME, - "input_root_dir": TEST_PROJECT_NAME, - "input_cloud": cloud, - "input_cicd_platform": cicd_platform, - } - if include_feature_store != "": - context["input_include_feature_store"] = include_feature_store - if include_mlflow_recipes != "": - context["input_include_mlflow_recipes"] = include_mlflow_recipes - if include_models_in_unity_catalog != "": - context["input_include_models_in_unity_catalog"] = include_models_in_unity_catalog - return context - - -@parametrize_by_project_generation_params -def test_generate_project_check_delta_output( - tmpdir, - databricks_cli, - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, -): - """ - Asserts the behavior of Delta Table-related artifacts when generating MLOps Stacks. - """ - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - context = prepareContext( - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, - ) - generate(tmpdir, databricks_cli, context=context) - delta_notebook_path = tmpdir / TEST_PROJECT_NAME / TEST_PROJECT_DIRECTORY / "training" / "notebooks" / "Train.py" - if setup_cicd_and_project != "CICD_Only" and include_mlflow_recipes == "no" and include_feature_store == "no": - assert os.path.isfile(delta_notebook_path) - else: - assert not os.path.isfile(delta_notebook_path) - - -@parametrize_by_project_generation_params -def test_generate_project_check_feature_store_output( - tmpdir, - databricks_cli, - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, -): - """ - Asserts the behavior of feature store-related artifacts when generating MLOps Stacks. - """ - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - context = prepareContext( - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, - ) - generate(tmpdir, databricks_cli, context=context) - fs_notebook_path = ( - tmpdir - / TEST_PROJECT_NAME - / TEST_PROJECT_DIRECTORY - / "feature_engineering" - / "notebooks" - / "GenerateAndWriteFeatures.py" - ) - if setup_cicd_and_project != "CICD_Only" and include_feature_store == "yes": - assert os.path.isfile(fs_notebook_path) - else: - assert not os.path.isfile(fs_notebook_path) - - -@parametrize_by_project_generation_params -def test_generate_project_check_recipe_output( - tmpdir, - databricks_cli, - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, -): - """ - Asserts the behavior of MLflow Recipes-related artifacts when generating MLOps Stacks. - """ - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - context = prepareContext( - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, - ) - generate(tmpdir, databricks_cli, context=context) - recipe_notebook_path = ( - tmpdir / TEST_PROJECT_NAME / TEST_PROJECT_DIRECTORY / "training" / "notebooks" / "TrainWithMLflowRecipes.py" - ) - if setup_cicd_and_project != "CICD_Only" and include_mlflow_recipes == "yes": - assert os.path.isfile(recipe_notebook_path) - else: - assert not os.path.isfile(recipe_notebook_path) - - -@pytest.mark.parametrize( - "workspace_url_suffix", - [ - "/?o=123456789#job/1234/run/9234", - "/?o=123456789#", - "/?o=123456789#ml/dashboard", - "#ml/dashboard", - ], -) -@parametrize_by_cloud -def test_workspace_dir_strip_query_params(tmpdir, databricks_cli, cloud, workspace_url_suffix): - workspace_host = { - "aws": "https://dbc-my-aws-workspace.cloud.databricks.com", - "azure": "https://adb-mycoolworkspace.11.azuredatabricks.net", - "gcp": "https://dbc-my-gcp-workspace.gcp.databricks.com", - }[cloud] - workspace_url = f"{workspace_host}{workspace_url_suffix}" - context = { - "input_project_name": TEST_PROJECT_NAME, - "input_root_dir": TEST_PROJECT_NAME, - "input_databricks_staging_workspace_host": workspace_url, - "input_databricks_prod_workspace_host": workspace_url, - "input_cloud": cloud, - } - generate(tmpdir, databricks_cli, context=context) - test_file_contents = (tmpdir / TEST_PROJECT_NAME / "_params_testing_only.txt").read_text("utf-8") - assert f"\ndatabricks_staging_workspace_host={workspace_host}\n" in test_file_contents - assert f"\ndatabricks_prod_workspace_host={workspace_host}\n" in test_file_contents - - -def test_generate_project_default_project_name_params(tmpdir, databricks_cli): - # Asserts default parameter values for parameters that involve the project name - generate(tmpdir, databricks_cli, context={}) - readme_contents = (tmpdir / DEFAULT_PROJECT_NAME / "README.md").read_text("utf-8") - assert DEFAULT_PROJECT_NAME in readme_contents diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_github_actions.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_github_actions.py deleted file mode 100644 index 36bdf3c4a99..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_github_actions.py +++ /dev/null @@ -1,71 +0,0 @@ -import subprocess -import pytest -from functools import wraps -from utils import ( - databricks_cli, - generated_project_dir, - parametrize_by_cloud, -) - - -@pytest.mark.parametrize("cicd_platform", ["github_actions", "github_actions_for_github_enterprise_servers"]) -@pytest.mark.parametrize( - "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", - [ - ("CICD_and_Project", "no", "no", "no"), - ("CICD_and_Project", "no", "no", "yes"), - ("CICD_and_Project", "no", "yes", "no"), - ("CICD_and_Project", "yes", "no", "no"), - ("CICD_and_Project", "yes", "no", "yes"), - ("CICD_Only", "no", "no", "no"), - ], -) -@parametrize_by_cloud -def test_generated_yaml_format(cloud, include_models_in_unity_catalog, generated_project_dir): - # Note: actionlint only works when the directory is a git project. Thus we begin by initiatilizing - # the generated mlops project with git. - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - subprocess.run( - """ - git init - bash <(curl https://raw.githubusercontent.com/rhysd/actionlint/main/scripts/download-actionlint.bash) - ./actionlint -color - """, - shell=True, - check=True, - executable="/bin/bash", - cwd=(generated_project_dir / "my-mlops-project"), - ) - - -@pytest.mark.large -@pytest.mark.parametrize("cicd_platform", ["github_actions", "github_actions_for_github_enterprise_servers"]) -@pytest.mark.parametrize( - "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", - [ - ("CICD_and_Project", "no", "no", "no"), - ("CICD_and_Project", "no", "no", "yes"), - ("CICD_and_Project", "yes", "no", "no"), - ("CICD_and_Project", "yes", "no", "yes"), - ], -) -@parametrize_by_cloud -def test_run_unit_tests_workflow(cloud, include_models_in_unity_catalog, generated_project_dir): - """Test that the GitHub workflow for running unit tests in the materialized project passes""" - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - # We only test the unit test workflow, as it's the only one that doesn't require - # Databricks REST API - subprocess.run( - """ - git init - act -s GITHUB_TOKEN workflow_dispatch --workflows .github/workflows/my-mlops-project-run-tests.yml -j "unit_tests" - """, - shell=True, - check=True, - executable="/bin/bash", - cwd=(generated_project_dir / "my-mlops-project"), - ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_gitlab.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_gitlab.py deleted file mode 100644 index 1e76f7ea41b..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_gitlab.py +++ /dev/null @@ -1,40 +0,0 @@ -import subprocess -import pytest -from functools import wraps -from utils import ( - databricks_cli, - generated_project_dir, - parametrize_by_cloud, -) - - -@pytest.mark.parametrize("cicd_platform", ["gitlab"]) -@pytest.mark.parametrize( - "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", - [ - ("CICD_and_Project", "no", "no", "no"), - ("CICD_and_Project", "no", "no", "yes"), - ("CICD_and_Project", "no", "yes", "no"), - ("CICD_and_Project", "yes", "no", "no"), - ("CICD_and_Project", "yes", "no", "yes"), - ("CICD_Only", "no", "no", "no"), - ], -) -@parametrize_by_cloud -def test_generated_gitlab_folder(cloud, include_models_in_unity_catalog, generated_project_dir): - if cloud == "gcp" and include_models_in_unity_catalog == "yes": - # Skip test for GCP with Unity Catalog - return - - # TEST: Check if gitlab folder has been created. - subprocess.run( - """ - ls ./.gitlab/pipelines - """, - shell=True, - check=True, - executable="/bin/bash", - cwd=(generated_project_dir / "my-mlops-project"), - ) - # TODO Check syntax with: gitlab-ci-local --file ./.gitlab/cicd.yml - # (NOTE: syntax check requires gitlab-ci-local installed on VM) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_mlp.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_mlp.py deleted file mode 100644 index ae219e0af6e..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_mlp.py +++ /dev/null @@ -1,28 +0,0 @@ -from utils import ( - databricks_cli, - generated_project_dir, - parametrize_by_project_generation_params, -) -import pytest -import os -from mlflow.recipes import Recipe - - -@pytest.mark.parametrize( - "profile", - [ - "databricks-prod", - "databricks-staging", - "databricks-test", - "databricks-dev", - "local", - ], -) -@parametrize_by_project_generation_params -def test_mlp_yaml_valid(generated_project_dir, profile, include_mlflow_recipes): - # There's no MLP YAML configs generated so skip test in that case. - if include_mlflow_recipes == "no": - return - project_dir = generated_project_dir / "my-mlops-project" - os.chdir(project_dir / "my_mlops_project" / "training" / "notebooks") - Recipe(profile) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/utils.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/utils.py deleted file mode 100644 index 2ab9c5bdb73..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/tests/utils.py +++ /dev/null @@ -1,204 +0,0 @@ -import os -import pathlib -import pytest -import json -import subprocess -from functools import wraps - -RESOURCE_TEMPLATE_ROOT_DIRECTORY = str(pathlib.Path(__file__).parent.parent) - -AZURE_DEFAULT_PARAMS = { - "input_setup_cicd_and_project": "CICD_and_Project", - "input_root_dir": "my-mlops-project", - "input_project_name": "my-mlops-project", - "input_cloud": "azure", - "input_cicd_platform": "github_actions", - "input_databricks_staging_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", - "input_databricks_prod_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", - "input_default_branch": "main", - "input_release_branch": "release", - "input_read_user_group": "users", - "input_include_feature_store": "no", - "input_include_mlflow_recipes": "no", - "input_include_models_in_unity_catalog": "no", - "input_schema_name": "schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table", -} - -AWS_DEFAULT_PARAMS = { - **AZURE_DEFAULT_PARAMS, - "input_cloud": "aws", - "input_databricks_staging_workspace_host": "https://your-staging-workspace.cloud.databricks.com", - "input_databricks_prod_workspace_host": "https://your-prod-workspace.cloud.databricks.com", -} - -GCP_DEFAULT_PARAMS = { - **AZURE_DEFAULT_PARAMS, - "input_cloud": "gcp", - "input_databricks_staging_workspace_host": "https://your-staging-workspace.gcp.databricks.com", - "input_databricks_prod_workspace_host": "https://your-prod-workspace.gcp.databricks.com", -} - - -def parametrize_by_cloud(fn): - @wraps(fn) - @pytest.mark.parametrize("cloud", ["aws", "azure", "gcp"]) - def wrapper(*args, **kwargs): - return fn(*args, **kwargs) - - return wrapper - - -def parametrize_by_project_generation_params(fn): - @pytest.mark.parametrize("cloud", ["aws", "azure", "gcp"]) - @pytest.mark.parametrize( - "cicd_platform", - [ - "github_actions", - "github_actions_for_github_enterprise_servers", - "azure_devops", - ], - ) - @pytest.mark.parametrize( - "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", - [ - ("CICD_and_Project", "no", "no", "no"), - ("CICD_and_Project", "no", "no", "yes"), - ("CICD_and_Project", "no", "yes", "no"), - ("CICD_and_Project", "yes", "no", "no"), - ("CICD_and_Project", "yes", "no", "yes"), - ("Project_Only", "no", "no", "no"), - ("Project_Only", "no", "no", "yes"), - ("Project_Only", "no", "yes", "no"), - ("Project_Only", "yes", "no", "no"), - ("Project_Only", "yes", "no", "yes"), - ("CICD_Only", "no", "no", "no"), - ], - ) - @wraps(fn) - def wrapper(*args, **kwargs): - return fn(*args, **kwargs) - - return wrapper - - -@pytest.fixture -def generated_project_dir( - tmpdir, - databricks_cli, - cloud, - cicd_platform, - setup_cicd_and_project, - include_feature_store, - include_mlflow_recipes, - include_models_in_unity_catalog, -): - params = { - "input_setup_cicd_and_project": setup_cicd_and_project, - "input_root_dir": "my-mlops-project", - "input_cloud": cloud, - } - if setup_cicd_and_project != "Project_Only": - params.update( - { - "input_cicd_platform": cicd_platform, - "input_databricks_staging_workspace_host": "https://adb-3214.67.azuredatabricks.net", - "input_databricks_prod_workspace_host": "https://adb-345.89.azuredatabricks.net", - "input_default_branch": "main", - "input_release_branch": "release", - } - ) - if setup_cicd_and_project != "CICD_Only": - params.update( - { - "input_project_name": "my-mlops-project", - "input_include_feature_store": include_feature_store, - "input_include_mlflow_recipes": include_mlflow_recipes, - "input_read_user_group": "users", - "input_include_models_in_unity_catalog": include_models_in_unity_catalog, - "input_schema_name": "schema_name", - "input_unity_catalog_read_user_group": "account users", - "input_inference_table_name": "dummy.schema.table", - } - ) - generate(tmpdir, databricks_cli, params) - return tmpdir - - -def read_workflow(tmpdir): - return (tmpdir / "my-mlops-project" / ".github/workflows/run-tests.yml").read_text("utf-8") - - -def markdown_checker_configs(tmpdir): - markdown_checker_config_dict = { - "ignorePatterns": [ - {"pattern": "http://127.0.0.1:5000"}, - {"pattern": "https://adb-3214.67.azuredatabricks.net*"}, - {"pattern": "https://adb-345.89.azuredatabricks.net*"}, - ], - "httpHeaders": [ - { - "urls": ["https://docs.github.com/"], - "headers": {"Accept-Encoding": "zstd, br, gzip, deflate"}, - }, - ], - } - - file_name = "checker-config.json" - - with open(tmpdir / "my-mlops-project" / file_name, "w") as outfile: - json.dump(markdown_checker_config_dict, outfile) - - -def generate(directory, databricks_cli, context): - if context.get("input_cloud") == "aws": - default_params = AWS_DEFAULT_PARAMS - elif context.get("input_cloud") == "gcp": - if context.get("input_include_models_in_unity_catalog") == "yes": - return - default_params = GCP_DEFAULT_PARAMS - else: - default_params = AZURE_DEFAULT_PARAMS - params = { - **default_params, - **context, - } - json_string = json.dumps(params) - config_file = directory / "config.json" - config_file.write(json_string) - subprocess.run( - f"echo dapi123 | {databricks_cli} configure --host https://123", - shell=True, - check=True, - ) - subprocess.run( - f"{databricks_cli} bundle init {RESOURCE_TEMPLATE_ROOT_DIRECTORY} --config-file {config_file} --output-dir {directory}", - shell=True, - check=True, - ) - - -@pytest.fixture(scope="session") -def databricks_cli(tmp_path_factory): - # create tools dir - tool_dir = tmp_path_factory.mktemp("tools") - # copy script and make it executable - install_script_path = os.path.join(os.path.dirname(__file__), "install.sh") - # download databricks cli - databricks_cli_dir = tool_dir / "databricks_cli" - databricks_cli_dir.mkdir() - subprocess.run( - ["bash", install_script_path, databricks_cli_dir], - capture_output=True, - text=True, - ) - - yield f"{databricks_cli_dir}/databricks" - # no need to remove the files as they are in test temp dir - - -def paths(directory): - paths = list(pathlib.Path(directory).glob("**/*")) - paths = [r.relative_to(directory) for r in paths] - return {str(f) for f in paths if str(f) != "."}

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the `{{ .input_default_branch }}` branch of the repo, to enable forking the repo: -``` -{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} -git add README.md docs .gitignore {{template `project_name_alphanumeric_underscore` .}}/resources/README.md -git commit -m "Adding project README" -{{ else }} -git add . -git commit -m "Adding CICD scaffolding" -{{ end }} -git push upstream {{ .input_default_branch }} -``` - -{{ if (eq .input_cicd_platform `github_actions`) -}} -## Configure CI/CD - GitHub Actions - -### Prerequisites -* You must be an account admin to add service principals to the account. -* You must be a Databricks workspace admin in the staging and prod workspaces. - Verify that you're an admin by viewing the - [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and - [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). - If the admin console UI loads instead of the Databricks workspace homepage, you are an admin. - -### Set up authentication for CI/CD -#### Set up Service Principal -{{ if eq .input_cloud `azure` }} -To authenticate and manage ML resources created by CI/CD, -[service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) -for the project should be created and added to both staging and prod workspaces. Follow -[Add a service principal to your Azure Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#--add-a-service-principal-to-your-azure-databricks-account")) }}) -and [Add a service principal to a workspace]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#--add-a-service-principal-to-a-workspace")) }}) -for details. - -For your convenience, we also have Terraform modules that can be used to [create](https://registry.terraform.io/modules/databricks/mlops-azure-project-with-sp-creation/databricks/latest) or [link](https://registry.terraform.io/modules/databricks/mlops-azure-project-with-sp-linking/databricks/latest) service principals. - -{{ else }} -To authenticate and manage ML resources created by CI/CD, -[service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) -for the project should be created and added to both staging and prod workspaces. Follow -[Add a service principal to your Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-your-databricks-account")) }}) -and [Add a service principal to a workspace]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-a-workspace")) }}) -for details. - -{{ if eq .input_cloud `aws` }} -For your convenience, we also have a [Terraform module](https://registry.terraform.io/modules/databricks/mlops-aws-project/databricks/latest) that can set up your service principals. -{{ end }} -{{ end }} - -#### Configure Service Principal (SP) permissions -If the created project uses **Unity Catalog**, we expect a catalog to exist with the name of the deployment target by default. -For example, if the deployment target is dev, we expect a catalog named dev to exist in the workspace. -If you want to use different catalog names, please update the target names declared in the -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[{{ .input_project_name }}/databricks.yml](../{{template `project_name_alphanumeric_underscore` .}}/databricks.yml) -{{- else }} `databricks.yml` {{ end }} file. -If changing the staging, prod, or test deployment targets, you'll also need to update the workflows located in the .github/workflows directory. - -The SP must have proper permission in each respective environment and the catalog for the environments. - -For the integration test and the ML training job, the SP must have permissions to read the input Delta table and create experiment and models. -i.e. for each environment: -- USE_CATALOG -- USE_SCHEMA -- MODIFY -- CREATE_MODEL -- CREATE_TABLE - -For the batch inference job, the SP must have permissions to read input Delta table and modify the output Delta table. -i.e. for each environment -- USAGE permissions for the catalog and schema of the input and output table. -- SELECT permission for the input table. -- MODIFY permission for the output table if it pre-dates your job. - - -#### Set secrets for CI/CD -{{ if eq .input_cloud `azure` }} -After creating the service principals and adding them to the respective staging and prod workspaces, refer to -[Manage access tokens for a service principal]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#--manage-access-tokens-for-a-service-principal")) }}) -and [Get Azure AD tokens for service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/api/latest/aad/service-prin-aad-token")) }}) -to get your service principal credentials (tenant id, application id, and client secret) for both the staging and prod service principals, and [Encrypted secrets](https://docs.github.com/en/actions/security-guides/encrypted-secrets) -to add the following secrets to GitHub: -- `PROD_AZURE_SP_TENANT_ID` -- `PROD_AZURE_SP_APPLICATION_ID` -- `PROD_AZURE_SP_CLIENT_SECRET` -- `STAGING_AZURE_SP_TENANT_ID` -- `STAGING_AZURE_SP_APPLICATION_ID` -- `STAGING_AZURE_SP_CLIENT_SECRET` -- `WORKFLOW_TOKEN` : [Github token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#creating-a-personal-access-token-classic) with workflow permissions. This secret is needed for the Deploy CI/CD Workflow. -Be sure to update the [Workflow Permissions](https://docs.github.com/en/actions/security-guides/automatic-token-authentication#modifying-the-permissions-for-the-github_token) section under Repo Settings > Actions > General to allow `Read and write permissions`. -{{ else }} -After creating the service principals and adding them to the respective staging and prod workspaces, follow -[Manage access tokens for a service principal]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#manage-access-tokens-for-a-service-principal")) }}) -to get service principal tokens for staging and prod workspace and follow [Encrypted secrets](https://docs.github.com/en/actions/security-guides/encrypted-secrets) -to add the secrets to GitHub: -- `STAGING_WORKSPACE_TOKEN` : service principal token for staging workspace -- `PROD_WORKSPACE_TOKEN` : service principal token for prod workspace -- `WORKFLOW_TOKEN` : [Github token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#creating-a-personal-access-token-classic) with workflow permissions. This secret is needed for the Deploy CI/CD Workflow. - -Next, be sure to update the [Workflow Permissions](https://docs.github.com/en/actions/security-guides/automatic-token-authentication#modifying-the-permissions-for-the-github_token) section under Repo Settings > Actions > General: -- Allow `Read and write permissions`, -- Allow workflows to be able to open pull requests (PRs). -{{ end }} - -### Setting up CI/CD workflows -After setting up authentication for CI/CD, you can now set up CI/CD workflows. We provide a [Deploy CICD workflow](../.github/workflows/deploy-cicd.yml) that can be used to generate the other CICD workflows mentioned below for projects. -This workflow is manually triggered with `project_name` as parameter. This workflow will need to be triggered for each project to set up its set of CI/CD workflows that can be used to deploy ML resources and run ML jobs in the staging and prod workspaces. -These workflows will be defined under `.github/workflows`. - -If you want to deploy CI/CD for an initialized project (`Project-Only` MLOps Stacks initialization), you can manually run the `deploy-cicd.yml` workflow from the [Github Actions UI](https://docs.github.com/en/actions/using-workflows/manually-running-a-workflow?tool=webui) once the project code has been added to your main repo. -The workflow will create a pull request with all the changes against your {{ .input_default_branch }} branch. Review and approve it to commit the files to deploy CI/CD for the project. - -{{ else if (eq .input_cicd_platform `azure_devops`) -}} -## Configure CI/CD - Azure DevOps - -Azure DevOps Pipelines are defined under `.azure/devops-pipelines`: -- **`deploy-cicd.yml`**:
- - Generates the other CICD pipelines mentioned below for projects
- - Manually triggered with `project_name` as parameter -> Note that this workflow will need to be triggered for each project to set up its CI/CD. In order to run the `Push CICD Bundle to a New Branch` step in the workflow, the project needs to enable the Build Service to be able to contribute and create a branch for the project, -i.e when the deploy CI/CD pipeline is triggered, the build service that runs this pipeline needs the necessary permissions to be able to push. To do this, go to Project Settings -> Repositories -> Security -> Select Build Service under users and -set "Contribute", "Create Branch", and "Contribute to pull requests" to "Allow". - -Project-Specific pipelines: -- **`{{ .input_project_name }}-tests-ci.yml`**:
- - **[CI]** Performs unit and integration tests
- - Triggered on PR to main -- **`{{ .input_project_name }}-bundle-cicd.yml`**:
- - **[CI]** Performs validation of Databricks resources defined under `{{template `project_name_alphanumeric_underscore` .}}/resources`
- - Triggered on PR to main
- - **[CD]** Deploys Databricks resources to the staging workspace
- - Triggered on merging into main
- - **[CD]** Deploys Databricks resources to the prod workspace
- - Triggered on merging into release -> Note that these workflows are provided as example CI/CD workflows, and can be easily modified to match your preferred CI/CD order of operations. - -Within the CI/CD pipelines defined under `.azure/devops-pipelines`, we will be deploying Databricks resources to the defined staging and prod workspaces using the `databricks` CLI. This requires setting up authentication between the `databricks` CLI and Databricks. By default we show how to authenticate with service principals by passing [secret variables from a variable group](https://learn.microsoft.com/en-us/azure/devops/pipelines/scripts/cli/pipeline-variable-group-secret-nonsecret-variables?view=azure-devops). In a production setting it is recommended to either use an [Azure Key Vault](https://learn.microsoft.com/en-us/azure/devops/pipelines/release/azure-key-vault?view=azure-devops&tabs=yaml) to store these secrets, or alternatively use [Azure service connections](https://learn.microsoft.com/en-us/azure/devops/pipelines/library/service-endpoints?view=azure-devops&tabs=yaml). We describe below how you can adapt the project Pipelines to leverage service connections. Let's add these. - -``` -git add .azure -git commit -m "Adding devops-pipeline files" -git push upstream {{ .input_default_branch }} -``` - -### Service principal approach [Default] - -By default, we provide Azure Pipelines where authentication is done using service principals. - -#### Requirements: -- You must be an account admin to add service principals to the account. -- You must be a Databricks workspace admin in the staging and prod workspaces. Verify that you're an admin by viewing the - [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and - [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). If - the admin console UI loads instead of the Databricks workspace homepage, you are an admin. -- Permissions to create Azure DevOps Pipelines in your Azure DevOps project. See the following [Azure DevOps prerequisites](https://learn.microsoft.com/en-us/azure/devops/organizations/security/about-permissions). -- Permissions to create Azure DevOps build policies. See the following [prerequisites](https://learn.microsoft.com/azure/devops/repos/git/branch-policies). - -#### Steps: -{{ if (eq .input_cloud `azure`) }} -1. Create two service principals - one to be used for deploying and running staging resources, and one to be used for deploying and running production resources. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) for details on how to create a service principal. -1. [Add the staging and production service principals to your Azure Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#add-service-principals-to-your-account-using-the-account-console")) }}), and following this add the staging service principal to the staging workspace, and production service principal to the production workspace. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) for details. -1. Follow ['Get Azure AD tokens for the service principals']({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/api/latest/aad/service-prin-aad-token")) }}) -to get your service principal credentials (tenant id, application id, and client secret) for both the staging and prod service principals. You will use these credentials as variables in the project Azure Pipelines. -{{ else }} -1. Create two service principals - one to be used for deploying and running staging resources, and one to be used for deploying and running production resources. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) for details on how to create a service principal. -1. [Add the staging and production service principals to your Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-service-principals-to-your-account-using-the-account-console")) }}), and following this add the staging service principal to the staging workspace, and production service principal to the production workspace. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) for details. -1. Follow ['Get tokens for the service principals']({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#manage-personal-access-tokens-for-a-service-principal")) }}) -to get your service principal token for both the staging and prod service principals. You will use the token as variables in the project Azure Pipelines. -{{ end }} -1. Create separate Azure Pipelines under your Azure DevOps project using the ‘Existing Azure Pipelines YAML file’ option. Create one pipeline for each script. See [here](https://docs.microsoft.com/en-us/azure/devops/pipelines/create-first-pipeline) for more details on creating Azure Pipelines. -1. Create a new variable group called `{{ .input_root_dir }} variable group` defining the following secret variables, for more details [here](https://learn.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=classic#create-a-variable-group): -{{ if (eq .input_cloud `azure`) }} - - `PROD_AZURE_SP_TENANT_ID`: tenant ID for the prod service principal - - `PROD_AZURE_SP_APPLICATION_ID`: application (client) ID for the prod service principal - - `PROD_AZURE_SP_CLIENT_SECRET`: client secret for the prod service principal - - `STAGING_AZURE_SP_TENANT_ID`: tenant ID for the staging service principal - - `STAGING_AZURE_SP_APPLICATION_ID`: application (client) ID for the staging service principal - - `STAGING_AZURE_SP_CLIENT_SECRET`: client secret for the prod service principal -{{ else }} - - `PROD_WORKSPACE_TOKEN` : service principal token for prod workspace - - `STAGING_WORKSPACE_TOKEN` : service principal token for staging workspace -{{ end }} - - Ensure that the Azure Pipelines created in the prior step have access to these variables by selecting the name of the pipelines under the 'Pipeline permissions' tab of this variable group. - - Alternatively you could store these secrets in an [Azure Key Vault](https://learn.microsoft.com/en-us/azure/devops/pipelines/release/key-vault-in-own-project?view=azure-devops&tabs=portal) and link those secrets as variables to be used in the Pipelines. -1. Define [build validation branch policies](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#build-validation) for the `{{ .input_default_branch }}` branch using the Azure build pipelines created in step 1. This is required so that any PR changes to the `{{ .input_default_branch }}` must build successfully before PRs can complete. -In the case of a monorepo, where there are multiple projects under a single repository, set a [path filter](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#path-filters) on the build validation policies, such that devops pipelines are only triggered when there are changes to the respective projects (e.g. the path filter would be `/project1/*` to trigger a devops pipeline when changes are made to _only_ files under the `project1` folder). - -{{ if (eq .input_cloud `azure`) }} -### Service connection approach [Recommended in production settings] - -#### Requirements: -- You must be an Azure account admin to add service principals to the account. -- You must be a Databricks workspace admin in the staging and prod workspaces. Verify that you're an admin by viewing the - [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and - [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). If - the admin console UI loads instead of the Databricks workspace homepage, you are an admin. -- Permissions to create service connections within an Azure subscription. See the following [prerequisites](https://docs.microsoft.com/azure/devops/pipelines/library/service-endpoints). -- Permissions to create Azure DevOps Pipelines in your Azure DevOps project. See the following [Azure DevOps prerequisites](https://learn.microsoft.com/en-us/azure/devops/organizations/security/about-permissions). -- Permissions to create Azure DevOps build policies. See the following [prerequisites](https://learn.microsoft.com/azure/devops/repos/git/branch-policies). - -The ultimate aim of the service connection approach is to use two separate service connections, authenticated with a staging service principal and a production service principal, to deploy and run resources in the respective Azure Databricks workspaces. Taking this approach then negates the need to read client secrets or client IDs from the CI/CD pipelines. - -#### Steps: -1. Create two service principals - one to be used for deploying and running staging resources, and one to be used for deploying and running production resources. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) for details on how to create a service principal. -1. [Add the staging and production service principals to your Azure Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#add-service-principals-to-your-account-using-the-account-console")) }}), and following this add the staging service principal to the staging workspace, and production service principal to the production workspace. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) for details. -1. [Create two Azure Resource Manager service connections](https://learn.microsoft.com/en-us/azure/devops/pipelines/library/service-endpoints?view=azure-devops&tabs=yaml#create-a-service-connection) - one to be used to deploy to staging Databricks resources, the other for production resources. Each of these service connections should be authenticated with the respective staging and production service principals created in the prior step. -1. Update pipeline YAML files to use service connections rather than pipeline variables: - - First, remove any lines where the environment variables are set in tasks in `{{ .input_project_name }}-tests-ci.yml` or `{{ .input_project_name }}-bundle-cicd.yml` files. Specifically, any lines where the following env vars are used: `PROD_AZURE_SP_TENANT_ID`, `PROD_AZURE_SP_APPLICATION_ID`, `PROD_AZURE_SP_CLIENT_SECRET`, `STAGING_AZURE_SP_TENANT_ID`, `STAGING_AZURE_SP_APPLICATION_ID`, `STAGING_AZURE_SP_CLIENT_SECRET` - - Then, add the following AzureCLI task prior to installing the `databricks` cli in any of the pipeline jobs: - -```yaml -# Get Azure Resource Manager variables using service connection -- task: AzureCLI@2 - displayName: 'Extract information from Azure CLI' - inputs: - azureSubscription: # TODO: insert SERVICE_CONNECTION_NAME - addSpnToEnvironment: true - scriptType: bash - scriptLocation: inlineScript - inlineScript: | - subscription_id=$(az account list --query "[?isDefault].id"|jq -r '.[0]') - echo "##vso[task.setvariable variable=ARM_CLIENT_ID]${servicePrincipalId}" - echo "##vso[task.setvariable variable=ARM_CLIENT_SECRET;issecret=true]${servicePrincipalKey}" - echo "##vso[task.setvariable variable=ARM_TENANT_ID]${tenantId}" - echo "##vso[task.setvariable variable=ARM_SUBSCRIPTION_ID]${subscription_id}" -``` - > Note that you will have to update this code snippet with the respective service connection names, depending on which Databricks workspace you are deploying resources to. - -1. Create separate Azure Pipelines under your Azure DevOps project using the ‘Existing Azure Pipelines YAML file’ option. Create one pipeline for each script. See [here](https://docs.microsoft.com/en-us/azure/devops/pipelines/create-first-pipeline) for more details on creating Azure Pipelines. -1. Define [build validation branch policies](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#build-validation) for the `{{ .input_default_branch }}` branch using the Azure build pipelines created in step 1. This is required so that any PR changes to the `{{ .input_default_branch }}` must build successfully before PRs can complete. -In the case of a monorepo, where there are multiple projects under a single repository, set a [path filter](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#path-filters) on the build validation policies, such that devops pipelines are only triggered when there are changes to the respective projects (e.g. the path filter would be `/project1/*` to trigger a devops pipeline when changes are made to _only_ files under the `project1` folder). -{{ end }} - -### Setting up CI/CD workflows -After setting up authentication for CI/CD, you can now set up CI/CD workflows. We provide a [Deploy CICD workflow](../.azure/devops-pipelines/deploy-cicd.yml) that can be used to generate the other CICD workflows mentioned below for projects. -This workflow is manually triggered with `project_name` as parameter. This workflow will need to be triggered for each project to set up its set of CI/CD workflows that can be used to deploy ML resources and run ML jobs in the staging and prod workspaces. -These workflows will be defined under `.azure/devops-pipelines`. After generating these workflows, be sure to go through the above workflow-specific steps again to add the appropriate build branch policies and filters. - -{{ else if (eq .input_cicd_platform `gitlab`) }} -## Configure CI/CD - Gitlab Pipelines - -### Prerequisites -* You must be an account admin to add service principals to the account. -* You must be a Databricks workspace admin in the staging and prod workspaces. Verify that you're an admin by viewing the - [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and - [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). If - the admin console UI loads instead of the Databricks workspace homepage, you are an admin. - -### Set up authentication for CI/CD -#### Set up Service Principal -To authenticate and manage ML resources created by CI/CD, -[service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) -should be created and added to test, staging and prod workspaces. - -Service principals can be created and managed in the your cloud provider identity solution or in Databricks directly. We normally recommend setting up a Databricks managed service principal. -Follow [Add a service principal to your Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-your-databricks-account")) }}) -and [Add a service principal to a workspace]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-a-workspace")) }}) -for details. - -{{ if eq .input_cloud `aws` }} -For your convenience, we also have a [Terraform module](https://registry.terraform.io/modules/databricks/mlops-aws-project/databricks/latest) that can set up your service principals. -{{ end }} - -#### Configure Service Principal (SP) permissions -If the created project uses **Unity Catalog**, we expect a catalog to exist with the name of the deployment target by default. -For example, if the deployment target is dev, we expect a catalog named dev to exist in the workspace. -If you want to use different catalog names, please update the target names declared in the -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[{{ .input_project_name }}/databricks.yml](../{{template `project_name_alphanumeric_underscore` .}}/databricks.yml) -{{- else }} `databricks.yml` {{ end }} file. -If changing the staging, prod, or test deployment targets, you'll also need to update the workflows located in the .gitlab/pipelines directory. - -The SP must have proper permission in each respective environment and the catalog for the environments. - -For the integration test and the ML training job, the SP must have permissions to read the input Delta table and create experiment and models. -i.e. for each environment: -- USE_CATALOG -- USE_SCHEMA -- MODIFY -- CREATE_MODEL -- CREATE_TABLE - -For the batch inference job, the SP must have permissions to read input Delta table and modify the output Delta table. -i.e. for each environment -- USAGE permissions for the catalog and schema of the input and output table. -- SELECT permission for the input table. -- MODIFY permission for the output table if it pre-dates your job. - -#### Gitlab Environment and secrets for CI/CD -After creating the service principals and adding them to the respective staging and prod workspaces, -you need to ad the client id and secret to Gitlab so that it can authenticate into Databricks for the execution of the integration tests and deployments. -First you need to setup the [Gitlab environments](https://docs.gitlab.com/ee/ci/environments/). Typically you setup the following environemnts: -- integration -- stage -- production - -Add the following [Gitlab CI/CD variables](https://docs.gitlab.com/ee/ci/variables/) In each [environemt](https://docs.gitlab.com/ee/ci/environments/index.html#limit-the-environment-scope-of-a-cicd-variable), with the corresponding service principal information: -- SP_CLIENT_ID -- SP_CLIENT_SECRET - -Ensure that the variable visibility is set to masked and hidden. - -### Building and Pushing the Docker image -Gitlab exectues the pipeline on a VM initialized from a Docker image. -The default Docker image is: [databricksfieldeng/mlopsstack:latest](https://hub.docker.com/repository/docker/databricksfieldeng/mlopsstack/general). -The Docker image should include all requirements to run the CI/CD pipelines (e.g. Databricks CLI, Python and its libraries used in the unit tests, Java for executing spark locally to the VM). -The folder `.gitlab/docker/` includes the files to build the Docker image. - -You can execute the following script to locally build and push the Docker image into a registry on your local machine: -`{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh` -Make sure that each pipeline yml file -(in the folder `.gitlab/pipelines/`) points to that image. -NOTE: you can use the same image for multiple projects. -If a project requires additional Python libraries, they can also be installed as part of the pipelines scripts. - -### Setting up the CI/CD Pipeline -Gitlab, by default, expects the pipeline file to be placed in the project root folder and to be named `.gitlab-ci.yml`. -Change the pipeline default [pipeline configuration file](https://docs.gitlab.com/ee/ci/pipelines/settings.html#specify-a-custom-cicd-configuration-file): -in the section `Settings > CI/CD > General Pipelines > CI/CD configuration file`, -add the value `.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml` which is our project main pipeline file. - -{{ end }} - -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} -{{- if (eq .input_include_mlflow_recipes `yes`) }} -## Configure profiles for tests, staging, and prod -Address the TODOs in the following files: -* [databricks-dev.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml): specify recipe configs to use in dev workspace -* [databricks-staging.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml): specify recipe configs to use in recurring model training and batch inference - jobs that run in the staging workspace -* [databricks-prod.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml) specify recipe configs to use in recurring model training and batch inference - jobs that run in the prod workspace -* [databricks-test.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml): specify recipe configs to use in integration tests(CI) -{{- end }} - -## Merge a PR with your initial ML code -Create and push a PR branch adding the ML code to the repository. - -``` -git checkout -b add-ml-code -git add . -git commit -m "Add ML Code" -git push upstream add-ml-code -``` - -Open a PR from the newly pushed branch. CI will run to ensure that tests pass -on your initial ML code. Fix tests if needed, then get your PR reviewed and merged. -After the pull request merges, pull the changes back into your local `{{ .input_default_branch }}` -branch: - -``` -git checkout {{ .input_default_branch }} -git pull upstream {{ .input_default_branch }} -``` -{{- end }} - -{{ if not (eq .input_release_branch .input_default_branch) -}} -## Create release branch -Create and push a release branch called `{{ .input_release_branch }}` off of the `{{ .input_default_branch }}` branch of the repository: -``` -git checkout -b {{ .input_release_branch }} {{ .input_default_branch }} -git push upstream {{ .input_release_branch }} -git checkout {{ .input_default_branch }} -``` - -Your production jobs (model training, batch inference) will pull ML code against this branch, while your staging jobs will pull ML code against the `{{ .input_default_branch }}` branch. Note that the `{{ .input_default_branch }}` branch will be the source of truth for ML resource configs and CI/CD workflows. - -For future ML code changes, iterate against the `{{ .input_default_branch }}` branch and regularly deploy your ML code from staging to production by merging code changes from the `{{ .input_default_branch }}` branch into the `{{ .input_release_branch }}` branch. -{{ end -}} - -{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} -## Deploy ML resources and enable production jobs -Follow the instructions in [{{ .input_project_name }}/resources/README.md](../{{template `project_name_alphanumeric_underscore` .}}/resources/README.md) to deploy ML resources -and production jobs. -{{- end }} - -## Next steps -After you configure CI/CD and deploy training & inference pipelines, notify data scientists working -on the current project. They should now be able to follow the -[ML pull request guide](ml-pull-request.md) and -{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[ML resource config guide](../{{template `project_name_alphanumeric_underscore` .}}/resources/README.md){{- end }} to propose, test, and deploy -ML code and pipeline changes to production. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/test-requirements.txt.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/test-requirements.txt.tmpl deleted file mode 100644 index 296b56e079d..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/test-requirements.txt.tmpl +++ /dev/null @@ -1,2 +0,0 @@ -pytest>=7.1.2 -pandas==1.5.3 \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl deleted file mode 100644 index cdb7f98ea7a..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl +++ /dev/null @@ -1,252 +0,0 @@ -# {{ .input_project_name }} -This project comes with example ML code to train, validate and deploy a regression model to predict NYC taxi fares. -If you're a data scientist just getting started with this repo for a brand new ML project, we recommend -adapting the provided example code to your ML problem. Then making and -testing ML code changes on Databricks or your local machine. - -The "Getting Started" docs can be found at {{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/bundles/mlops-stacks.html")) }}. - -## Table of contents -* [Code structure](#code-structure): structure of this project. -{{ if (eq .input_include_feature_store `yes`) }} -* [Configure your ML pipeline](#configure-your-ml-pipeline): making and testing ML code changes on Databricks or your local machine. -{{ end }} -* [Iterating on ML code](#iterating-on-ml-code): making and testing ML code changes on Databricks or your local machine. -* [Next steps](#next-steps) - -This directory contains an ML project based on the default -[Databricks MLOps Stacks](https://github.com/databricks/mlops-stacks), -defining a production-grade ML pipeline for automated retraining and batch inference of an ML model on tabular data. - -## Code structure -This project contains the following components: - -| Component | Description | -|----------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| ML Code | Example ML project code, with unit tested Python modules and notebooks | -| ML Resources as Code | ML pipeline resources (training and batch inference jobs with schedules, etc) configured and deployed through [databricks CLI bundles]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/bundle-cli.html")) }}) | - -contained in the following files: - -``` -{{ .input_root_dir }} <- Root directory. Both monorepo and polyrepo are supported. -│ -├── {{template `project_name_alphanumeric_underscore` .}} <- Contains python code, notebooks and ML resources related to one ML project. -│ │ -│ ├── requirements.txt <- Specifies Python dependencies for ML code (for example: model training, batch inference). -│ │ -│ ├── databricks.yml <- databricks.yml is the root bundle file for the ML project that can be loaded by databricks CLI bundles. It defines the bundle name, workspace URL and resource config component to be included. -│ │ -{{- if and (eq .input_include_feature_store `no`) (eq .input_include_mlflow_recipes `no`) }} -│ ├── training <- Training folder contains Notebook that trains and registers the model. -│ │ -│ ├── validation <- Optional model validation step before deploying a model. -│ │ -│ ├── monitoring <- Model monitoring, feature monitoring, etc. -│ │ -│ ├── deployment <- Deployment and Batch inference workflows -│ │ │ -│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. -│ │ │ -│ │ ├── model_deployment <- As part of CD workflow, deploy the registered model by assigning it the appropriate alias. -│ │ -│ │ -│ ├── tests <- Unit tests for the ML project, including the modules under `features`. -│ │ -│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. -│ │ -│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow -│ │ -│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow -│ │ -│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment -│ │ -│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow -{{- else if (eq .input_include_feature_store `yes`) }} -│ ├── training <- Training folder contains Notebook that trains and registers the model with feature store support. -│ │ -│ ├── feature_engineering <- Feature computation code (Python modules) that implements the feature transforms. -│ │ The output of these transforms get persisted as Feature Store tables. Most development -│ │ work happens here. -│ │ -│ ├── validation <- Optional model validation step before deploying a model. -│ │ -│ ├── monitoring <- Model monitoring, feature monitoring, etc. -│ │ -│ ├── deployment <- Deployment and Batch inference workflows -│ │ │ -│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. -│ │ │ -│ │ ├── model_deployment <- As part of CD workflow, deploy the registered model by assigning it the appropriate alias. -│ │ -│ │ -│ ├── tests <- Unit tests for the ML project, including the modules under `features`. -│ │ -│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. -│ │ -│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow -│ │ -│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow -│ │ -│ ├── feature-engineering-workflow-resource.yml <- ML resource config definition for feature engineering workflow -│ │ -│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment -│ │ -│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow -{{- else }} -│ ├── training <- Folder for model development via MLflow recipes. -│ │ │ -│ │ ├── steps <- MLflow recipe steps (Python modules) implementing ML pipeline logic, e.g. model training and evaluation. Most -│ │ │ development work happens here. See https://mlflow.org/docs/latest/recipes.html for details -│ │ │ -│ │ ├── notebooks <- Databricks notebook that runs the MLflow recipe, i.e. run the logic in `steps`. Used to -│ │ │ drive code execution on Databricks for CI/CD. In most cases, you do not need to modify -│ │ │ the notebook. -│ │ │ -│ │ ├── recipe.yaml <- The main recipe configuration file that declaratively defines the attributes and behavior -│ │ │ of each recipe step, such as the input dataset to use for training a model or the -│ │ │ performance criteria for promoting a model to production. -│ │ │ -│ │ ├── profiles <- Environment-specific (e.g. dev vs test vs prod) configurations for MLflow recipes execution. -│ │ -│ │ -│ ├── validation <- Optional model validation step before deploying a model. -│ │ -│ ├── monitoring <- Model monitoring, feature monitoring, etc. -│ │ -│ ├── deployment <- Model deployment and endpoint deployment. -│ │ │ -│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. -│ │ │ -│ │ ├── model_deployment <- As part of CD workflow, promote model to Production stage in model registry. -│ │ -│ ├── tests <- Unit tests for the ML project, including modules under `steps`. -│ │ -│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. -│ │ -│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow -│ │ -│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow -│ │ -│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment -│ │ -│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow -{{- end }} -``` - -{{ if (eq .input_include_feature_store `yes`) }} -## Configure your ML pipeline - -The sample ML code consists of the following: - -* Feature computation modules under `feature_engineering` folder. -These sample module contains features logic that can be used to generate and populate tables in Feature Store. -In each module, there is `compute_features_fn` method that you need to implement. This should compute a features dataframe -(each column being a separate feature), given the input dataframe, timestamp column and time-ranges. -The output dataframe will be persisted in a [time-series Feature Store table]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "machine-learning/feature-store/time-series.html")) }}). -See the example modules' documentation for more information. -* Python unit tests for feature computation modules in `tests/feature_engineering` folder. -* Feature engineering notebook, `feature_engineering/notebooks/GenerateAndWriteFeatures.py`, that reads input dataframes, dynamically loads feature computation modules, executes their `compute_features_fn` method and writes the outputs to a Feature Store table (creating it if missing). -* Training notebook that [trains]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "machine-learning/feature-store/train-models-with-feature-store.html")) }} ) a regression model by creating a training dataset using the Feature Store client. -* Model deployment and batch inference notebooks that deploy and use the trained model. -* An automated integration test is provided (in `.github/workflows/{{ .input_project_name }}-run-tests.yml`) that executes a multi task run on Databricks involving the feature engineering and model training notebooks. - -To adapt this sample code for your use case, implement your own feature module, specifying configs such as input Delta tables/dataset path(s) to use when developing -the feature engineering pipelines. -1. Implement your feature module, address TODOs in `feature_engineering/features` and create unit test in `tests/feature_engineering` -2. Update `resources/feature-engineering-workflow-resource.yml`. Fill in notebook parameters for `write_feature_table_job`. -3. Update training data path in `resources/model-workflow-resource.yml`. - -We expect most of the development to take place in the `feature_engineering` folder. - -{{ end }} -## Iterating on ML code - -### Deploy ML code and resources to dev workspace using Bundles - -Refer to [Local development and dev workspace](./resources/README.md#local-development-and-dev-workspace) -to use databricks CLI bundles to deploy ML code together with ML resource configs to dev workspace. - -This will allow you to develop locally and use databricks CLI bundles to deploy to your dev workspace to test out code and config changes. - -### Develop on Databricks using Databricks Repos - -#### Prerequisites -You'll need: -* Access to run commands on a cluster running Databricks Runtime ML version 11.0 or above in your dev Databricks workspace -* To set up [Databricks Repos]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/index.html")) }}): see instructions below - -#### Configuring Databricks Repos -To use Repos, [set up git integration]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/repos-setup.html")) }}) in your dev workspace. - -If the current project has already been pushed to a hosted Git repo, follow the -[UI workflow]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/git-operations-with-repos#add-a-repo-and-connect-remotely-later")) }}) -to clone it into your dev workspace and iterate. - -Otherwise, e.g. if iterating on ML code for a new project, follow the steps below: -* Follow the [UI workflow]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/git-operations-with-repos#add-a-repo-and-connect-remotely-later")) }}) - for creating a repo, but uncheck the "Create repo by cloning a Git repository" checkbox. -* Install the `dbx` CLI via `pip install --upgrade dbx` -* Run `databricks configure --profile {{ .input_project_name }}-dev --token --host `, passing the URL of your dev workspace. - This should prompt you to enter an API token -* [Create a personal access token]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/auth/pat.html")) }}) - in your dev workspace and paste it into the prompt from the previous step -* From within the root directory of the current project, use the [dbx sync](https://dbx.readthedocs.io/en/latest/guides/python/devloop/mixed/#using-dbx-sync-repo-for-local-to-repo-synchronization) tool to copy code files from your local machine into the Repo by running - `dbx sync repo --profile {{ .input_project_name }}-dev --source . --dest-repo your-repo-name`, where `your-repo-name` should be the last segment of the full repo name (`/Repos/username/your-repo-name`) - -{{ if (eq .input_include_feature_store `yes`) }} -### Develop locally - -You can iterate on the feature transform modules locally in your favorite IDE before running them on Databricks. - -#### Running code on Databricks -You can iterate on ML code by running the provided `feature_engineering/notebooks/GenerateAndWriteFeatures.py` notebook on Databricks using -[Repos]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/index.html")) }}). This notebook drives execution of -the feature transforms code defined under ``features``. You can use multiple browser tabs to edit -logic in `features` and run the feature engineering pipeline in the `GenerateAndWriteFeatures.py` notebook. - -#### Prerequisites -* Python 3.8+ -* Install feature engineering code and test dependencies via `pip install -I -r requirements.txt` from project root directory. -* The features transform code uses PySpark and brings up a local Spark instance for testing, so [Java (version 8 and later) is required](https://spark.apache.org/docs/latest/#downloading). -{{- if (eq .input_include_models_in_unity_catalog `yes`) }} -* Access to UC catalog and schema -We expect a catalog to exist with the name of the deployment target by default. -For example, if the deployment target is dev, we expect a catalog named dev to exist in the workspace. -If you want to use different catalog names, please update the target names declared in the [databricks.yml](./databricks.yml) file. -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} -If changing the staging, prod, or test deployment targets, you'll also need to update the workflows located in the .github/workflows directory. -{{- end }} - -For the ML training job, you must have permissions to read the input Delta table and create experiment and models. -i.e. for each environment: -- USE_CATALOG -- USE_SCHEMA -- MODIFY -- CREATE_MODEL -- CREATE_TABLE - -For the batch inference job, you must have permissions to read input Delta table and modify the output Delta table. -i.e. for each environment -- USAGE permissions for the catalog and schema of the input and output table. -- SELECT permission for the input table. -- MODIFY permission for the output table if it pre-dates your job. -{{- end }} - -#### Run unit tests -You can run unit tests for your ML code via `pytest tests`. - -{{ end }} - -## Next Steps - -When you're satisfied with initial ML experimentation (e.g. validated that a model with reasonable performance can be trained on your dataset) and ready to deploy production training/inference pipelines, ask your ops team to set up CI/CD for the current ML project if they haven't already. CI/CD can be set up as part of the - -MLOps Stacks initialization even if it was skipped in this case, or this project can be added to a repo setup with CI/CD already, following the directions under "Setting up CI/CD" in the repo root directory README. - -To add CI/CD to this repo: - 1. Run `databricks bundle init mlops-stacks` via the Databricks CLI - 2. Select the option to only initialize `CICD_Only` - 3. Provide the root directory of this project and answer the subsequent prompts - -More details can be found on the homepage [MLOps Stacks README](https://github.com/databricks/mlops-stacks/blob/main/README.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/README.md.tmpl deleted file mode 100644 index 61ba6ab5e44..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/README.md.tmpl +++ /dev/null @@ -1,54 +0,0 @@ -# Batch Inference -To set up batch inference job via scheduled Databricks workflow, please refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../../resources/README.md) - -## Prepare the batch inference input table for the example Project -Please run the following code in a notebook to generate the example batch inference input table. -{{ if (eq .input_include_feature_store `yes`) }} -``` -from pyspark.sql.functions import to_timestamp, lit -from pyspark.sql.types import IntegerType -import math -from datetime import timedelta, timezone - -def rounded_unix_timestamp(dt, num_minutes=15): - """ - Ceilings datetime dt to interval num_minutes, then returns the unix timestamp. - """ - nsecs = dt.minute * 60 + dt.second + dt.microsecond * 1e-6 - delta = math.ceil(nsecs / (60 * num_minutes)) * (60 * num_minutes) - nsecs - return int((dt + timedelta(seconds=delta)).replace(tzinfo=timezone.utc).timestamp()) - - -rounded_unix_timestamp_udf = udf(rounded_unix_timestamp, IntegerType()) - -df = spark.table("delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled`") -df.withColumn( - "rounded_pickup_datetime", - to_timestamp(rounded_unix_timestamp_udf(df["tpep_pickup_datetime"], lit(15))), -).withColumn( - "rounded_dropoff_datetime", - to_timestamp(rounded_unix_timestamp_udf(df["tpep_dropoff_datetime"], lit(30))), -).drop( - "tpep_pickup_datetime" -).drop( - "tpep_dropoff_datetime" -).drop( - "fare_amount" -).write.mode( - "overwrite" -).saveAsTable( - name="hive_metastore.default.taxi_scoring_sample_feature_store_inference_input" -) -``` -{{ else }} -``` -df = spark.table( - "delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled`" -).drop("fare_amount") - -df.write.mode("overwrite").saveAsTable( - {{ if (eq .input_include_models_in_unity_catalog `no`) }}name="hive_metastore.default.taxi_scoring_sample" - {{- else -}}name=".{{ .input_schema_name }}.feature_store_inference_input"{{ end }} -) -``` -{{ end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/predict.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/predict.py.tmpl deleted file mode 100644 index 1e3c6283225..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/predict.py.tmpl +++ /dev/null @@ -1,51 +0,0 @@ -import mlflow -from pyspark.sql.functions import struct, lit, to_timestamp - - -def predict_batch( - spark_session, model_uri, input_table_name, output_table_name, model_version, ts -): - """ - Apply the model at the specified URI for batch inference on the table with name input_table_name, - writing results to the table with name output_table_name - """ - {{ if (eq .input_include_models_in_unity_catalog `yes`) }} - mlflow.set_registry_uri("databricks-uc") - {{ end }} - table = spark_session.table(input_table_name) - {{ if (eq .input_include_feature_store `yes`) }} - {{ if (eq .input_include_models_in_unity_catalog `no`) }} - from databricks.feature_store import FeatureStoreClient - - fs_client = FeatureStoreClient() - - prediction_df = fs_client.score_batch(model_uri, table) - {{ else }} - from databricks.feature_engineering import FeatureEngineeringClient - - fe_client = FeatureEngineeringClient() - - prediction_df = fe_client.score_batch(model_uri = model_uri, df = table) - {{ end }} - output_df = ( - prediction_df.withColumn("prediction", prediction_df["prediction"]) - .withColumn("model_id", lit(model_version)) - .withColumn("timestamp", to_timestamp(lit(ts))) - ) - {{ else }} - predict = mlflow.pyfunc.spark_udf( - spark_session, model_uri, result_type="double", env_manager="virtualenv" - ) - - output_df = ( - table.withColumn("prediction", predict(struct(*table.columns))) - .withColumn("model_id", lit(model_version)) - .withColumn("timestamp", to_timestamp(lit(ts))) - ) - {{ end -}} - - output_df.display() - - # Model predictions are written to the Delta table provided as input. - # Delta is the default format in Databricks Runtime 8.0 and above. - output_df.write.format("delta").mode("overwrite").saveAsTable(output_table_name) \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/deploy.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/deploy.py.tmpl deleted file mode 100644 index f60c9617551..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/deploy.py.tmpl +++ /dev/null @@ -1,62 +0,0 @@ -import sys -import pathlib - -sys.path.append(str(pathlib.Path(__file__).parent.parent.parent.resolve())) -{{if (eq .input_include_models_in_unity_catalog "no")}}from utils import get_deployed_model_stage_for_env{{end}} -from mlflow.tracking import MlflowClient - -{{ if (eq .input_include_models_in_unity_catalog "no") }} -def deploy(model_uri, env): - """ - Deploys an already-registered model produced by moving it into the appropriate stage for model deployment. - - :param model_uri: URI of the model to deploy. Must be in the format "models://", as described in - https://www.mlflow.org/docs/latest/model-registry.html#fetching-an-mlflow-model-from-the-model-registry - :param env: name of the environment in which we're performing deployment, i.e one of "dev", "staging", "prod". - Defaults to "dev" - :return: - """ - _, model_name, version = model_uri.split("/") - client = MlflowClient() - mv = client.get_model_version(model_name, version) - target_stage = get_deployed_model_stage_for_env(env) - if mv.current_stage != target_stage: - client.transition_model_version_stage( - name=model_name, - version=version, - stage=target_stage, - archive_existing_versions=True, - ) - print(f"Successfully deployed model with URI {model_uri} to {env}"){{else}} -def deploy(model_uri, env): - """Deploys an already-registered model in Unity catalog by assigning it the appropriate alias for model deployment. - - :param model_uri: URI of the model to deploy. Must be in the format "models://", as described in - https://www.mlflow.org/docs/latest/model-registry.html#fetching-an-mlflow-model-from-the-model-registry - :param env: name of the environment in which we're performing deployment, i.e one of "dev", "staging", "prod". - Defaults to "dev" - :return: - """ - print(f"Deployment running in env: {env}") - _, model_name, version = model_uri.split("/") - client = MlflowClient(registry_uri="databricks-uc") - mv = client.get_model_version(model_name, version) - target_alias = "champion" - if target_alias not in mv.aliases: - client.set_registered_model_alias( - name=model_name, - alias=target_alias, - version=version) - print(f"Assigned alias '{target_alias}' to model version {model_uri}.") - - # remove "challenger" alias if assigning "champion" alias - if target_alias == "champion" and "challenger" in mv.aliases: - print(f"Removing 'challenger' alias from model version {model_uri}.") - client.delete_registered_model_alias( - name=model_name, - alias="challenger") -{{end}} - - -if __name__ == "__main__": - deploy(model_uri=sys.argv[1], env=sys.argv[2]) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/README.md.tmpl deleted file mode 100644 index 395591a8dba..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/README.md.tmpl +++ /dev/null @@ -1,4 +0,0 @@ -# Feature Engineering -To set up the feature engineering job via scheduled Databricks workflow, please refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../resources/README.md) - -For additional details on using the feature store, please refer to [the project-level README](../README.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/dropoff_features.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/dropoff_features.py.tmpl deleted file mode 100644 index c1d93c6e4a8..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/dropoff_features.py.tmpl +++ /dev/null @@ -1,64 +0,0 @@ -""" -This sample module contains features logic that can be used to generate and populate tables in Feature Store. -You should plug in your own features computation logic in the compute_features_fn method below. -""" -import pyspark.sql.functions as F -from pyspark.sql.types import IntegerType, StringType, TimestampType -from pytz import timezone - - -@F.udf(returnType=IntegerType()) -def _is_weekend(dt): - tz = "America/New_York" - return int(dt.astimezone(timezone(tz)).weekday() >= 5) # 5 = Saturday, 6 = Sunday - - -@F.udf(returnType=StringType()) -def _partition_id(dt): - # datetime -> "YYYY-MM" - return f"{dt.year:04d}-{dt.month:02d}" - - -def _filter_df_by_ts(df, ts_column, start_date, end_date): - if ts_column and start_date: - df = df.filter(F.col(ts_column) >= start_date) - if ts_column and end_date: - df = df.filter(F.col(ts_column) < end_date) - return df - - -def compute_features_fn(input_df, timestamp_column, start_date, end_date): - """Contains logic to compute features. - - Given an input dataframe and time ranges, this function should compute features, populate an output dataframe and - return it. This method will be called from a Feature Store pipeline job and the output dataframe will be written - to a Feature Store table. You should update this method with your own feature computation logic. - - The timestamp_column, start_date, end_date args are optional but strongly recommended for time-series based - features. - - TODO: Update and adapt the sample code for your use case - - :param input_df: Input dataframe. - :param timestamp_column: Column containing the timestamp. This column is used to limit the range of feature - computation. It is also used as the timestamp key column when populating the feature table, so it needs to be - returned in the output. - :param start_date: Start date of the feature computation interval. - :param end_date: End date of the feature computation interval. - :return: Output dataframe containing computed features given the input arguments. - """ - df = _filter_df_by_ts(input_df, timestamp_column, start_date, end_date) - dropoffzip_features = ( - df.groupBy("dropoff_zip", F.window(timestamp_column, "30 minute")) - .agg(F.count("*").alias("count_trips_window_30m_dropoff_zip")) - .select( - F.col("dropoff_zip").alias("zip"), - F.unix_timestamp(F.col("window.end")) - .alias(timestamp_column) - .cast(TimestampType()), - _partition_id(F.to_timestamp(F.col("window.end"))).alias("yyyy_mm"), - F.col("count_trips_window_30m_dropoff_zip").cast(IntegerType()), - _is_weekend(F.col("window.end")).alias("dropoff_is_weekend"), - ) - ) - return dropoffzip_features diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/pickup_features.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/pickup_features.py.tmpl deleted file mode 100644 index 895a9b89227..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/pickup_features.py.tmpl +++ /dev/null @@ -1,63 +0,0 @@ -""" -This sample module contains features logic that can be used to generate and populate tables in Feature Store. -You should plug in your own features computation logic in the compute_features_fn method below. -""" -import pyspark.sql.functions as F -from pyspark.sql.types import FloatType, IntegerType, StringType, TimestampType -from pytz import timezone - - -@F.udf(returnType=StringType()) -def _partition_id(dt): - # datetime -> "YYYY-MM" - return f"{dt.year:04d}-{dt.month:02d}" - - -def _filter_df_by_ts(df, ts_column, start_date, end_date): - if ts_column and start_date: - df = df.filter(F.col(ts_column) >= start_date) - if ts_column and end_date: - df = df.filter(F.col(ts_column) < end_date) - return df - - -def compute_features_fn(input_df, timestamp_column, start_date, end_date): - """Contains logic to compute features. - - Given an input dataframe and time ranges, this function should compute features, populate an output dataframe and - return it. This method will be called from a Feature Store pipeline job and the output dataframe will be written - to a Feature Store table. You should update this method with your own feature computation logic. - - The timestamp_column, start_date, end_date args are optional but strongly recommended for time-series based - features. - - TODO: Update and adapt the sample code for your use case - - :param input_df: Input dataframe. - :param timestamp_column: Column containing a timestamp. This column is used to limit the range of feature - computation. It is also used as the timestamp key column when populating the feature table, so it needs to be - returned in the output. - :param start_date: Start date of the feature computation interval. - :param end_date: End date of the feature computation interval. - :return: Output dataframe containing computed features given the input arguments. - """ - df = _filter_df_by_ts(input_df, timestamp_column, start_date, end_date) - pickupzip_features = ( - df.groupBy( - "pickup_zip", F.window(timestamp_column, "1 hour", "15 minutes") - ) # 1 hour window, sliding every 15 minutes - .agg( - F.mean("fare_amount").alias("mean_fare_window_1h_pickup_zip"), - F.count("*").alias("count_trips_window_1h_pickup_zip"), - ) - .select( - F.col("pickup_zip").alias("zip"), - F.unix_timestamp(F.col("window.end")) - .alias(timestamp_column) - .cast(TimestampType()), - _partition_id(F.to_timestamp(F.col("window.end"))).alias("yyyy_mm"), - F.col("mean_fare_window_1h_pickup_zip").cast(FloatType()), - F.col("count_trips_window_1h_pickup_zip").cast(IntegerType()), - ) - ) - return pickupzip_features diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/notebooks/GenerateAndWriteFeatures.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/notebooks/GenerateAndWriteFeatures.py.tmpl deleted file mode 100644 index c8ac612c602..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/notebooks/GenerateAndWriteFeatures.py.tmpl +++ /dev/null @@ -1,159 +0,0 @@ -# Databricks notebook source -################################################################################## -# Generate and Write Features Notebook -# -# This notebook can be used to generate and write features to a Databricks Feature Store table. -# It is configured and can be executed as the tasks in the write_feature_table_job workflow defined under -# ``{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml`` -# -# Parameters: -# -# * input_table_path (required) - Path to input data. -# * output_table_name (required) - Fully qualified schema + Delta table name for the feature table where the features -# * will be written to. Note that this will create the Feature table if it does not -# * exist. -# * primary_keys (required) - A comma separated string of primary key columns of the output feature table. -# * -# * timestamp_column (optional) - Timestamp column of the input data. Used to limit processing based on -# * date ranges. This column is used as the timestamp_key column in the feature table. -# * input_start_date (optional) - Used to limit feature computations based on timestamp_column values. -# * input_end_date (optional) - Used to limit feature computations based on timestamp_column values. -# * -# * features_transform_module (required) - Python module containing the feature transform logic. -################################################################################## - - -# List of input args needed to run this notebook as a job. -# Provide them via DB widgets or notebook arguments. -# -# A Hive-registered Delta table containing the input data. -dbutils.widgets.text( - "input_table_path", - "/databricks-datasets/nyctaxi-with-zipcodes/subsampled", - label="Input Table Name", -) -# Input start date. -dbutils.widgets.text("input_start_date", "", label="Input Start Date") -# Input end date. -dbutils.widgets.text("input_end_date", "", label="Input End Date") -# Timestamp column. Will be used to filter input start/end dates. -# This column is also used as a timestamp key of the feature table. -dbutils.widgets.text( - "timestamp_column", "tpep_pickup_datetime", label="Timestamp column" -) - -# Feature table to store the computed features. -dbutils.widgets.text( - "output_table_name", - {{ if (eq .input_include_models_in_unity_catalog `no`) }}"feature_store_taxi_example.trip_pickup_features", - {{- else -}}"dev.{{ .input_schema_name }}.trip_pickup_features",{{ end }} - label="Output Feature Table Name", -) - -# Feature transform module name. -dbutils.widgets.text( - "features_transform_module", "pickup_features", label="Features transform file." -) -# Primary Keys columns for the feature table; -dbutils.widgets.text( - "primary_keys", - "zip", - label="Primary keys columns for the feature table, comma separated.", -) - -# COMMAND ---------- - -import os -notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) -%cd $notebook_path -%cd ../features - -# COMMAND ---------- - -# DBTITLE 1,Define input and output variables -input_table_path = dbutils.widgets.get("input_table_path") -output_table_name = dbutils.widgets.get("output_table_name") -input_start_date = dbutils.widgets.get("input_start_date") -input_end_date = dbutils.widgets.get("input_end_date") -ts_column = dbutils.widgets.get("timestamp_column") -features_module = dbutils.widgets.get("features_transform_module") -pk_columns = dbutils.widgets.get("primary_keys") - -assert input_table_path != "", "input_table_path notebook parameter must be specified" -assert output_table_name != "", "output_table_name notebook parameter must be specified" - -# Extract database name. Needs to be updated for Unity Catalog to the Schema name. -output_database = output_table_name.split(".")[1] - -# COMMAND ---------- - -# DBTITLE 1,Create database. -spark.sql("CREATE DATABASE IF NOT EXISTS " + output_database) - -# COMMAND ---------- - -# DBTITLE 1, Read input data. -raw_data = spark.read.format("delta").load(input_table_path) - -# COMMAND ---------- - -# DBTITLE 1,Compute features. -# Compute the features. This is done by dynamically loading the features module. -from importlib import import_module - -mod = import_module(features_module) -compute_features_fn = getattr(mod, "compute_features_fn") - -features_df = compute_features_fn( - input_df=raw_data, - timestamp_column=ts_column, - start_date=input_start_date, - end_date=input_end_date, -) - -# COMMAND ---------- - -# DBTITLE 1, Write computed features. -{{- if (eq .input_include_models_in_unity_catalog `no`) }} -from databricks import feature_store - -fs = feature_store.FeatureStoreClient() - -# Create the feature table if it does not exist first. -# Note that this is a no-op if a table with the same name and schema already exists. -fs.create_table( - name=output_table_name, - primary_keys=[x.strip() for x in pk_columns.split(",")], - timestamp_keys=[ts_column], - df=features_df, -) - -# Write the computed features dataframe. -fs.write_table( - name=output_table_name, - df=features_df, - mode="merge", -){{ else }} -from databricks.feature_engineering import FeatureEngineeringClient - -fe = FeatureEngineeringClient() - -# Create the feature table if it does not exist first. -# Note that this is a no-op if a table with the same name and schema already exists. -fe.create_table( - name=output_table_name, - primary_keys=[x.strip() for x in pk_columns.split(",")] + [ts_column], # Include timeseries column in primary_keys - timestamp_keys=[ts_column], - df=features_df, -) - -# Write the computed features dataframe. -fe.write_table( - name=output_table_name, - df=features_df, - mode="merge", -){{ end }} - -# COMMAND ---------- - -dbutils.notebook.exit(0) \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/README.md.tmpl deleted file mode 100644 index 55194d92051..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/README.md.tmpl +++ /dev/null @@ -1,10 +0,0 @@ -# Monitoring - -To enable monitoring as part of a scheduled Databricks workflow, please: -- Create the inference table that you want to monitor and was passed in as an initialization parameter. -- Update all the TODOs in the [monitoring resource file](../resources/monitoring-resource.yml). -- Uncomment the monitoring workflow from the main Databricks Asset Bundles file [databricks.yml](../databricks.yml). - -For more details, refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../resources/README.md). -The implementation supports monitoring of batch inference tables directly. -For real time inference tables, unpacking is required before monitoring can be attached. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/metric_violation_check_query.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/metric_violation_check_query.py.tmpl deleted file mode 100644 index 1dc40225924..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/metric_violation_check_query.py.tmpl +++ /dev/null @@ -1,84 +0,0 @@ -# This file is used for the main SQL query that checks the last {num_evaluation_windows} metric violations and whether at least {num_violation_windows} of those runs violate the condition. - -import sys -import pathlib - -sys.path.append(str(pathlib.Path(__file__).parent.parent.parent.resolve())) - -"""The SQL query is divided into three main parts. The first part selects the top {num_evaluation_windows} -values of the metric to be monitored, ordered by the time window, and saves as recent_metrics. -```sql -WITH recent_metrics AS ( - SELECT - {metric_to_monitor}, - window - FROM - {table_name_under_monitor}_profile_metrics - WHERE - column_name = ":table" - AND slice_key IS NULL - AND model_id != "*" - AND log_type = "INPUT" - ORDER BY - window DESC - LIMIT - {num_evaluation_windows} -) -``` -The `column_name = ":table"` and `slice_key IS NULL` conditions ensure that the metric -is selected for the entire table within the given granularity. The `log_type = "INPUT"` -condition ensures that the primary table metrics are considered, but not the baseline -table metrics. The `model_id!= "*"` condition ensures that the metric aggregated across -all model IDs is not selected. - -The second part of the query determines if the metric values have been violated with two cases. -The first case checks if the metric value is greater than the threshold for at least {num_violation_windows} windows: -```sql -(SELECT COUNT(*) FROM recent_metrics WHERE {metric_to_monitor} > {metric_violation_threshold}) >= {num_violation_windows} -``` -The second case checks if the most recent metric value is greater than the threshold. This is to make sure we only trigger retraining -if the most recent window was violated, avoiding unnecessary retraining if the violation was in the past and the metric is now within the threshold: -```sql -(SELECT {metric_to_monitor} FROM recent_metrics ORDER BY window DESC LIMIT 1) > {metric_violation_threshold} -``` - -The final part of the query sets the `query_result` to 1 if both of the above conditions are met, and 0 otherwise: -```sql -SELECT - CASE - WHEN - # Check if the metric value is greater than the threshold for at least {num_violation_windows} windows - AND - # Check if the most recent metric value is greater than the threshold - THEN 1 - ELSE 0 - END AS query_result -``` -""" - -sql_query = """WITH recent_metrics AS ( - SELECT - {metric_to_monitor}, - window - FROM - {table_name_under_monitor}_profile_metrics - WHERE - column_name = ":table" - AND slice_key IS NULL - AND model_id != "*" - AND log_type = "INPUT" - ORDER BY - window DESC - LIMIT - {num_evaluation_windows} -) -SELECT - CASE - WHEN - (SELECT COUNT(*) FROM recent_metrics WHERE {metric_to_monitor} > {metric_violation_threshold}) >= {num_violation_windows} - AND - (SELECT {metric_to_monitor} FROM recent_metrics ORDER BY window DESC LIMIT 1) > {metric_violation_threshold} - THEN 1 - ELSE 0 - END AS query_result -""" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/notebooks/MonitoredMetricViolationCheck.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/notebooks/MonitoredMetricViolationCheck.py.tmpl deleted file mode 100644 index bfec9085fad..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/notebooks/MonitoredMetricViolationCheck.py.tmpl +++ /dev/null @@ -1,70 +0,0 @@ -# Databricks notebook source -################################################################################## -# This notebook runs a sql query and set the result as job task value -# -# This notebook has the following parameters: -# -# * table_name_under_monitor (required) - The name of a table that is currently being monitored -# * metric_to_monitor (required) - Metric to be monitored for threshold violation -# * metric_violation_threshold (required) - Threshold value for metric violation -# * num_evaluation_windows (required) - Number of windows to check for violation -# * num_violation_windows (required) - Number of windows that need to violate the threshold -################################################################################## - -# List of input args needed to run the notebook as a job. -# Provide them via DB widgets or notebook arguments. -# -# Name of the table that is currently being monitored -dbutils.widgets.text( - "table_name_under_monitor", "{{ .input_inference_table_name }}", label="Full (three-Level) table name" -) -# Metric to be used for threshold violation check -dbutils.widgets.text( - "metric_to_monitor", "root_mean_squared_error", label="Metric to be monitored for threshold violation" -) - -# Threshold value to be checked -dbutils.widgets.text( - "metric_violation_threshold", "100", label="Threshold value for metric violation" -) - -# Threshold value to be checked -dbutils.widgets.text( - "num_evaluation_windows", "5", label="Number of windows to check for violation" -) - -# Threshold value to be checked -dbutils.widgets.text( - "num_violation_windows", "2", label="Number of windows that need to violate the threshold" -) - -# COMMAND ---------- - -import os -import sys -notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) -%cd $notebook_path -%cd .. -sys.path.append("../..") - -# COMMAND ---------- - -from metric_violation_check_query import sql_query - -table_name_under_monitor = dbutils.widgets.get("table_name_under_monitor") -metric_to_monitor = dbutils.widgets.get("metric_to_monitor") -metric_violation_threshold = dbutils.widgets.get("metric_violation_threshold") -num_evaluation_windows = dbutils.widgets.get("num_evaluation_windows") -num_violation_windows = dbutils.widgets.get("num_violation_windows") - -formatted_sql_query = sql_query.format( - table_name_under_monitor=table_name_under_monitor, - metric_to_monitor=metric_to_monitor, - metric_violation_threshold=metric_violation_threshold, - num_evaluation_windows=num_evaluation_windows, - num_violation_windows=num_violation_windows) -is_metric_violated = bool(spark.sql(formatted_sql_query).toPandas()["query_result"][0]) - -dbutils.jobs.taskValues.set("is_metric_violated", is_metric_violated) - - diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/project_params.json.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/project_params.json.tmpl deleted file mode 100644 index 7273af903ba..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/project_params.json.tmpl +++ /dev/null @@ -1,4 +0,0 @@ -{ - "input_cloud": "{{ .input_cloud }}", - "input_include_feature_store": "{{ .input_include_feature_store }}" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/pytest.ini.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/pytest.ini.tmpl deleted file mode 100644 index 04680e74955..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/pytest.ini.tmpl +++ /dev/null @@ -1,4 +0,0 @@ -# Configure pytest to detect local modules in the current directory -# See https://docs.pytest.org/en/7.1.x/reference/reference.html#confval-pythonpath for details -[pytest] -pythonpath = . diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/requirements.txt.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/requirements.txt.tmpl deleted file mode 100644 index 1f6f9926b30..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/requirements.txt.tmpl +++ /dev/null @@ -1,10 +0,0 @@ -mlflow==2.11.3 -numpy>=1.23.0 -pandas==1.5.3 -scikit-learn>=1.1.1 -matplotlib>=3.5.2 -pillow>=10.0.1 -Jinja2==3.0.3 -pyspark~=3.3.0 -pytz~=2022.2.1 -pytest>=7.1.2 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md.tmpl deleted file mode 100644 index a76b3ec04b6..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md.tmpl +++ /dev/null @@ -1,319 +0,0 @@ -# Databricks ML Resource Configurations -[(back to project README)](../README.md) - -## Table of contents -* [Intro](#intro) -* [Local development and dev workspace](#local-development-and-dev-workspace) -* [Develop and test config changes](#develop-and-test-config-changes) -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} -* [CI/CD](#set-up-cicd) -* [Deploy initial ML resources](#deploy-initial-ml-resources) -* [Deploy config changes](#deploy-config-changes) -{{- end }} - -## Intro - -### databricks CLI bundles -MLOps Stacks ML resources are configured and deployed through [databricks CLI bundles]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/bundle-cli.html")) }}). -The bundle setting file must be expressed in YAML format and must contain at minimum the top-level bundle mapping. - -The databricks CLI bundles top level is defined by file `{{template `project_name_alphanumeric_underscore` .}}/databricks.yml`. -During databricks CLI bundles deployment, the root config file will be loaded, validated and deployed to workspace provided by the environment together with all the included resources. - -ML Resource Configurations in this directory: - - model workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml`) - - batch inference workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml`) - - monitoring resource and workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml`) - - feature engineering workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml`) - - model definition and experiment definition (`{{template `project_name_alphanumeric_underscore` .}}/resources/ml-artifacts-resource.yml`) - - -### Deployment Config & CI/CD integration -The ML resources can be deployed to databricks workspace based on the databricks CLI bundles deployment config. -Deployment configs of different deployment targets share the general ML resource configurations with added ability to specify deployment target specific values (workspace URI, model name, jobs notebook parameters, etc). - -{{- if (eq .input_setup_cicd_and_project `Project_Only`) }} - -NOTE: This project was not setup with CI/CD workflows. You can setup CI/CD with a new initialization of MLOps Stacks. The rest of this section only applies if you are using a monorepo setup with CI/CD previously or have setup CI/CD otherwise. -{{- else }} -This project ships with CI/CD workflows for developing and deploying ML resource configurations based on deployment config. -{{- end }} - -{{- if (eq .input_include_models_in_unity_catalog "yes") }} - -For Model Registry in Unity Catalog, we expect a catalog to exist with the name of the deployment target by default. For example, if the deployment target is `dev`, we expect a catalog named `dev` to exist in the workspace. -If you want to use different catalog names, please update the `targets` declared in the `{{template `project_name_alphanumeric_underscore` .}}/databricks.yml` and `{{template `project_name_alphanumeric_underscore` .}}/resources/ml-artifacts-resource.yml` files. -If changing the `staging`, `prod`, or `test` deployment targets, you'll need to update the -{{- if (eq .input_setup_cicd_and_project `Project_Only`) }} workflows located in the root directory if in a monorepo setup with CI/CD. Otherwise you can setup CI/CD with a new initialization of MLOps Stacks. -{{- else if or (eq .input_cicd_platform `github_actions`) (eq .input_cicd_platform `github_actions_for_github_enterprise_servers`) }} workflows located in the `.github/workflows` directory. -{{- else if (eq .input_cicd_platform `azure_devops`) }} pipelines located in the `azure-pipelines` directory. -{{- else if (eq .input_cicd_platform `gitlab`) }} pipelines located in the `gitlab` directory.{{- end }} -{{- end }} - - -| Deployment Target | Description | Databricks Workspace | Model Name | Experiment Name | -|-------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------|-------------------------------------|------------------------------------------------| -| dev | The `dev` deployment target is used by ML engineers to deploy ML resources to development workspace with `dev` configs. The config is for ML project development purposes. | dev workspace | dev-{{template `model_name` .}} | /dev-{{template `experiment_base_name` .}} | -| staging | The `staging` deployment target is part of the CD pipeline. Latest {{ .input_default_branch }} content will be deployed to staging workspace with `staging` config. | staging workspace | staging-{{template `model_name` .}} | /staging-{{template `experiment_base_name` .}} | -| prod | The `prod` deployment target is part of the CD pipeline. Latest {{ .input_release_branch }} content will be deployed to prod workspace with `prod` config. | prod workspace | prod-{{template `model_name` .}} | /prod-{{template `experiment_base_name` .}} | -| test | The `test` deployment target is part of the CI pipeline. For changes targeting the {{ .input_default_branch }} branch, upon making a PR, an integration test will be triggered and ML resources deployed to the staging workspace defined under `test` deployment target. | staging workspace | test-{{template `model_name` .}} | /test-{{template `experiment_base_name` .}} | - -During ML code development, you can deploy local ML resource configurations together with ML code to the a Databricks workspace to run the training, model validation or batch inference pipelines. The deployment will use `dev` config by default. - -You can open a PR (pull request) to modify ML code or the resource config against {{ .input_default_branch }} branch. -The PR will trigger Python unit tests, followed by an integration test executed on the staging workspace, as defined under the `test` environment resource. - -Upon merging a PR to the {{ .input_default_branch }} branch, the {{ .input_default_branch }} branch content will be deployed to the staging workspace with `staging` environment resource configurations. - -Upon merging code into the release branch, the release branch content will be deployed to prod workspace with `prod` environment resource configurations. - - -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} -![ML resource config diagram](../../docs/images/mlops-stack-deploy.png) -{{- end }} - -## Local development and dev workspace - -### Set up authentication - -To set up the databricks CLI using a Databricks personal access token, take the following steps: - -1. Follow [databricks CLI]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/databricks-cli.html")) }}) to download and set up the databricks CLI locally. -2. Complete the `TODO` in `{{template `project_name_alphanumeric_underscore` .}}/databricks.yml` to add the dev workspace URI under `targets.dev.workspace.host`. -3. [Create a personal access token]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/auth/pat.html")) }}) - in your dev workspace and copy it. -4. Set an env variable `DATABRICKS_TOKEN` with your Databricks personal access token in your terminal. For example, run `export DATABRICKS_TOKEN=dapi12345` if the access token is dapi12345. -5. You can now use the databricks CLI to validate and deploy ML resource configurations to the dev workspace. - -Alternatively, you can use the other approaches described in the [databricks CLI]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/databricks-cli.html")) }}) documentation to set up authentication. For example, using your Databricks username/password, or seting up a local profile. - -### Validate and provision ML resource configurations -1. After installing the databricks CLI and creating the `DATABRICKS_TOKEN` env variable, change to the `{{template `project_name_alphanumeric_underscore` .}}` directory. -2. Run `databricks bundle validate` to validate the Databricks resource configurations. -3. Run `databricks bundle deploy` to provision the Databricks resource configurations to the dev workspace. The resource configurations and your ML code will be copied together to the dev workspace. The defined resources such as Databricks Workflows, MLflow Model and MLflow Experiment will be provisioned according to the config files under `{{template `project_name_alphanumeric_underscore` .}}/resources`. -4. Go to the Databricks dev workspace, check the defined model, experiment and workflows status, and interact with the created workflows. - -### Destroy ML resource configurations -After development is done, you can run `databricks bundle destroy` to destroy (remove) the defined Databricks resources in the dev workspace. Any model version with `Production` or `Staging` stage will prevent the model from being deleted. Please update the version stage to `None` or `Archived` before destroying the ML resources. - -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} -## Set up CI/CD -Please refer to [mlops-setup](../../docs/mlops-setup.md#configure-cicd) for instructions to set up CI/CD. - -## Deploy initial ML resources -After completing the prerequisites, create and push a PR branch adding all files to the Git repo: -``` -git checkout -b add-ml-resource-config-and-code -git add . -git commit -m "Add ML resource config and ML code" -git push upstream add-ml-resource-config-and-code -``` -Open a pull request to merge the pushed branch into the `{{ .input_default_branch }}` branch. -Upon creating this PR, the CI workflows will be triggered. -These CI workflow will run unit and integration tests of the ML code, -in addition to validating the Databricks resources to be deployed to both staging and prod workspaces. -Once CI passes, merge the PR into the `{{ .input_default_branch }}` branch. This will deploy an initial set of Databricks resources to the staging workspace. -resources will be deployed to the prod workspace on pushing code to the `{{ .input_release_branch }}` branch. - -Follow the next section to configure the input and output data tables for the batch inference job. -{{- end }} - -### Setting up the batch inference job -The batch inference job expects an input Delta table with a schema that your registered model accepts (out-of-the-box we provide a working example using the `nyctaxi` dataset with the schema [trip_distance, pickup_zip and dropoff_zip]). To use the batch -inference job, set up such a Delta table in both your staging and prod workspaces. For example, with the `nyctaxi` dataset, the following code can be run in a Databricks notebook to create the batch inference input table: -``` -# To test the batch job the training data can be used as input - -input_table_path = "/databricks-datasets/nyctaxi-with-zipcodes/subsampled" -training_df = spark.read.format("delta").load(input_table_path) - -# drop unused columns -df = df.drop("tpep_pickup_datetime", "tpep_dropoff_datetime") - -# target column used for monitoring, not for predictions -df = df.withColumnRenamed('fare_amount', 'price') - -spark.sql("CREATE DATABASE IF NOT EXISTS my_catalog.my_schema") - -def write_to_table(df, database, table): - (df.write - .format("delta") - .mode("overwrite") - .option("overwriteSchema", "true") - .saveAsTable(f"{database}.{table}")) - -# Write the DataFrame to a Delta table -write_to_table(training_df, database="my_catalog.my_schema", table="batch_input_table") -``` -Following this, update the batch_inference_job base parameters in `{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml` to pass -the name of the input Delta table and the name of the output Delta table to which to write batch predictions. - -As the batch job will be run with the credentials of the service principal that provisioned it, make sure that the service -principal corresponding to a particular environment has permissions to read the input Delta table and modify the output Delta table in that environment's workspace. If the Delta table is in the [Unity Catalog](https://www.databricks.com/product/unity-catalog), these permissions are - -* `USAGE` permissions for the catalog and schema of the input and output table. -* `SELECT` permission for the input table. -* `MODIFY` permission for the output table if it pre-dates your job. - -### Setting up model validation -The model validation workflow focuses on building a plug-and-play stack component for continuous deployment (CD) of models -in staging and prod. -Its central purpose is to evaluate a registered model and validate its quality before deploying the model to Production/Staging. - -Model validation contains three components: -* [model-workflow-resource.yml](./model-workflow-resource.yml) contains the resource config and input parameters for model validation. -* [validation.py](../validation/validation.py) defines custom metrics and validation thresholds that are referenced by the above resource config files. -* [notebooks/ModelValidation](../validation/notebooks/ModelValidation.py) contains the validation job implementation. In most cases you don't need to modify this file. - -To set up and enable model validation, update [validation.py](../validation/validation.py) to return desired custom metrics and validation thresholds, then -resolve the `TODOs` in the ModelValidation task of [model-workflow-resource.yml](./model-workflow-resource.yml). - - -### Setting up monitoring -The monitoring workflow focuses on building a plug-and-play stack component for monitoring the feature drifts and model drifts and retrain based on the -violation threshold defined given the ground truth labels. - -Its central purpose is to track production model performances, feature distributions and comparing different versions. - -Monitoring contains four components: -* [metric_violation_check_query.py](../monitoring/metric_violation_check_query.py) defines a query that checks for violation of the monitored metric. -* [notebooks/MonitoredMetricViolationCheck](../monitoring/notebooks/MonitoredMetricViolationCheck.py) acts as an entry point, executing the violation check query against the monitored inference table. -It emits a boolean value based on the query result. -* [monitoring-resource.yml](./monitoring-resource.yml) contains the resource config, inputs parameters for monitoring, and orchestrates model retraining based on monitoring. It first runs the [notebooks/MonitoredMetricViolationCheck](../monitoring/notebooks/MonitoredMetricViolationCheck.py) -entry point then decides whether to execute the model retraining workflow. - -To set up and enable monitoring: -* If it is not done already, generate inference table, join it with ground truth labels, and update the table name in [monitoring-resource.yml](./monitoring-resource.yml). -* Resolve the `TODOs` in [monitoring-resource.yml](./monitoring-resource.yml) -* Uncomment the monitoring workflow in [databricks.yml](../databricks.yml) -* OPTIONAL: Update the query in [metric_violation_check_query.py](../monitoring/metric_violation_check_query.py) to customize when the metric is considered to be in violation. - -NOTE: If ground truth labels are not available, you can still set up monitoring but should disable the retraining workflow. - -Retraining Constraints: -The retraining job has constraints for optimal functioning: -* Labels must be provided by the user, joined correctly for retraining history, and available on time with the retraining frequency. -* Retraining Frequency is tightly coupled with the granularity of the monitor. Users should take into account and ensure that their retraining frequency is equal to or close to the granularity of the monitor. - * If the granularity of the monitor is 1 day and retraining frequency is 1 hour, the job will preemptively stop as there is no new data to evaluate retraining criteria - * If the granularity of the monitor is 1 day and retraining frequency is 1 week, retraining would be stale and not be efficient - -Permissions: -Permissions for monitoring are inherited from the original table's permissions. -* Users who own the monitored table or its parent catalog/schema can create, update, and view monitors. -* Users with read permissions on the monitored table can view its monitor. - -Therefore, ensure that service principals are the owners or have the necessary permissions to manage the monitored table. - -## Develop and test config changes - -### databricks CLI bundles schema overview -To get started, open `{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml`. The file contains the ML resource definition of a batch inference job, like: - -```$xslt -new_cluster: &new_cluster - new_cluster: - num_workers: 3 - spark_version: 15.3.x-cpu-ml-scala2.12 - node_type_id: {{template `cloud_specific_node_type_id` .}} - custom_tags: - clusterSource: mlops-stacks_{{template `stacks_version` .}} - -resources: - jobs: - batch_inference_job: - name: ${bundle.target}-{{ .input_project_name }}-batch-inference-job - tasks: - - task_key: batch_inference_job - <<: *new_cluster - notebook_task: - notebook_path: ../deployment/batch_inference/notebooks/BatchInference.py - base_parameters: - env: ${bundle.target} - input_table_name: batch_inference_input_table_name - ... -``` - -The example above defines a Databricks job with name `${bundle.target}-{{ .input_project_name }}-batch-inference-job` -that runs the notebook under `{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/notebooks/BatchInference.py` to regularly apply your ML model for batch inference. - -At the start of the resource definition, we declared an anchor `new_cluster` that will be referenced and used later. For more information about anchors in yaml schema, please refer to the [yaml documentation](https://yaml.org/spec/1.2.2/#3222-anchors-and-aliases). - -We specify a `batch_inference_job` under `resources/jobs` to define a databricks workflow with internal key `batch_inference_job` and job name `{bundle.target}-{{ .input_project_name }}-batch-inference-job`. -The workflow contains a single task with task key `batch_inference_job`. The task runs notebook `../deployment/batch_inference/notebooks/BatchInference.py` with provided parameters `env` and `input_table_name` passing to the notebook. -After setting up databricks CLI, you can run command `databricks bundle schema` to learn more about databricks CLI bundles schema. - -The notebook_path is the relative path starting from the resource yaml file. - -### Environment config based variables -The `${bundle.target}` will be replaced by the environment config name during the bundle deployment. For example, during the deployment of a `test` environment config, the job name will be -`test-{{ .input_project_name }}-batch-inference-job`. During the deployment of the `staging` environment config, the job name will be -`staging-{{ .input_project_name }}-batch-inference-job`. - - -To use different values based on different environment, you can use bundle variables based on the given target, for example, -```$xslt -variables: - batch_inference_input_table: - description: The table name to be used for input to the batch inference workflow. - default: input_table - -targets: - dev: - variables: - batch_inference_input_table: dev_table - test: - variables: - batch_inference_input_table: test_table - -new_cluster: &new_cluster - new_cluster: - num_workers: 3 - spark_version: 15.3.x-cpu-ml-scala2.12 - node_type_id: {{template `cloud_specific_node_type_id` .}} - custom_tags: - clusterSource: mlops-stacks_{{template `stacks_version` .}} - -resources: - jobs: - batch_inference_job: - name: ${bundle.target}-{{ .input_project_name }}-batch-inference-job - tasks: - - task_key: batch_inference_job - <<: *new_cluster - notebook_task: - notebook_path: ../deployment/batch_inference/notebooks/BatchInference.py - base_parameters: - env: ${bundle.target} - input_table_name: ${var.batch_inference_input_table} - ... -``` -The `batch_inference_job` notebook parameter `input_table_name` is using a bundle variable `batch_inference_input_table` with default value "input_table". -The variable value will be overwritten with "dev_table" for `dev` environment config and "test_table" for `test` environment config: -- during deployment with the `dev` environment config, the `input_table_name` parameter will get the value "dev_table" -- during deployment with the `staging` environment config, the `input_table_name` parameter will get the value "input_table" -- during deployment with the `prod` environment config, the `input_table_name` parameter will get the value "input_table" -- during deployment with the `test` environment config, the `input_table_name` parameter will get the value "test_table" - -### Test config changes -To test out a config change, simply edit one of the fields above. For example, increase the cluster size by updating `num_workers` from 3 to 4. - -Then follow [Local development and dev workspace](#local-development-and-dev-workspace) to deploy the change to the dev workspace. -Alternatively you can open a PR. Continuous integration will then validate the updated config and deploy tests to the to staging workspace. - -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} -## Deploy config changes - -### Dev workspace deployment -Please refer to [Local development and dev workspace](#local-development-and-dev-workspace). - -### Test workspace deployment(CI) -After setting up CI/CD, PRs against the {{ .input_default_branch }} branch will trigger CI workflows to run unit tests, integration test and resource validation. -The integration test will deploy MLflow model, MLflow experiment and Databricks workflow resources defined under the `test` environment resource config to the staging workspace. The integration test then triggers a run of the model workflow to verify the ML code. - -### Staging and Prod workspace deployment(CD) -After merging a PR to the {{ .input_default_branch }} branch, continuous deployment automation will deploy the `staging` resources to the staging workspace. - -When you about to cut a release, you can create and merge a PR to merge changes from {{ .input_default_branch }} to {{ .input_release_branch }}. Continuous deployment automation will deploy `prod` resources to the prod workspace. -{{- end }} - -[Back to project README](../README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml.tmpl deleted file mode 100644 index 8818181e501..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml.tmpl +++ /dev/null @@ -1,67 +0,0 @@ -new_cluster: &new_cluster - new_cluster: - num_workers: 3 - spark_version: 15.3.x-cpu-ml-scala2.12 - node_type_id: {{template `cloud_specific_node_type_id` .}} - data_security_mode: "SINGLE_USER" - custom_tags: - clusterSource: mlops-stacks_{{template `stacks_version` .}} - -common_permissions: &permissions - permissions: - - level: CAN_VIEW - group_name: users - -resources: - jobs: - write_feature_table_job: - name: ${bundle.target}-{{ .input_project_name }}-write-feature-table-job - job_clusters: - - job_cluster_key: write_feature_table_job_cluster - <<: *new_cluster - tasks: - - task_key: PickupFeatures - job_cluster_key: write_feature_table_job_cluster - notebook_task: - notebook_path: ../feature_engineering/notebooks/GenerateAndWriteFeatures.py - base_parameters: - # TODO modify these arguments to reflect your setup. - input_table_path: /databricks-datasets/nyctaxi-with-zipcodes/subsampled - # TODO: Empty start/end dates will process the whole range. Update this as needed to process recent data. - input_start_date: "" - input_end_date: "" - timestamp_column: tpep_pickup_datetime - {{ if (eq .input_include_models_in_unity_catalog `no`) }}output_table_name: feature_store_taxi_example.${bundle.target}_{{template `project_name_alphanumeric_underscore` .}}_trip_pickup_features - {{- else -}}output_table_name: ${var.catalog_name}.{{ .input_schema_name }}.trip_pickup_features{{ end }} - features_transform_module: pickup_features - primary_keys: zip - # git source information of current ML resource deployment. It will be persisted as part of the workflow run - git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} - - task_key: DropoffFeatures - job_cluster_key: write_feature_table_job_cluster - notebook_task: - notebook_path: ../feature_engineering/notebooks/GenerateAndWriteFeatures.py - base_parameters: - # TODO: modify these arguments to reflect your setup. - input_table_path: /databricks-datasets/nyctaxi-with-zipcodes/subsampled - # TODO: Empty start/end dates will process the whole range. Update this as needed to process recent data. - input_start_date: "" - input_end_date: "" - timestamp_column: tpep_dropoff_datetime - {{ if (eq .input_include_models_in_unity_catalog `no`) }}output_table_name: feature_store_taxi_example.${var.catalog_name}_{{template `project_name_alphanumeric_underscore` .}}_trip_dropoff_features - {{- else -}}output_table_name: ${var.catalog_name}.{{ .input_schema_name }}.trip_dropoff_features{{ end }} - features_transform_module: dropoff_features - primary_keys: zip - # git source information of current ML resource deployment. It will be persisted as part of the workflow run - git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} - schedule: - quartz_cron_expression: "0 0 7 * * ?" # daily at 7am - timezone_id: UTC - <<: *permissions - # If you want to turn on notifications for this job, please uncomment the below code, - # and provide a list of emails to the on_failure argument. - # - # email_notifications: - # on_failure: - # - first@company.com - # - second@company.com diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml.tmpl deleted file mode 100644 index c68d64c7cd3..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml.tmpl +++ /dev/null @@ -1,84 +0,0 @@ -# Please complete all the TODOs in this file. -# The regression monitor defined here works OOB with this example regression notebook: {{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "_extras/notebooks/source/monitoring/regression-monitor.html")) }} -# NOTE: Monitoring only works on Unity Catalog tables. - -new_cluster: &new_cluster - new_cluster: - num_workers: 3 - spark_version: 15.3.x-cpu-ml-scala2.12 - node_type_id: {{template `cloud_specific_node_type_id` .}} - data_security_mode: "SINGLE_USER" - custom_tags: - clusterSource: mlops-stacks_{{template `stacks_version` .}} - -common_permissions: &permissions - permissions: - - level: CAN_VIEW - group_name: users - -resources: - quality_monitors: - {{ .input_project_name }}_quality_monitor: - table_name: {{ .input_inference_table_name }} - # TODO: Update the output schema name as per your requirements - output_schema_name: ${bundle.target}.{{ .input_project_name }} - # TODO: Update the below parameters as per your requirements - assets_dir: /Users/${workspace.current_user.userName}/databricks_lakehouse_monitoring - inference_log: - granularities: [1 day] - model_id_col: model_id - prediction_col: prediction - label_col: price - problem_type: PROBLEM_TYPE_REGRESSION - timestamp_col: timestamp - schedule: - quartz_cron_expression: 0 0 8 * * ? # Run Every day at 8am - timezone_id: UTC - jobs: - retraining_job: - name: ${bundle.target}-{{ .input_project_name }}-monitoring-retraining-job - tasks: - - task_key: monitored_metric_violation_check - <<: *new_cluster - notebook_task: - notebook_path: ../monitoring/notebooks/MonitoredMetricViolationCheck.py - base_parameters: - env: ${bundle.target} - table_name_under_monitor: {{ .input_inference_table_name }} - # TODO: Update the metric to be monitored and violation threshold - metric_to_monitor: root_mean_squared_error - metric_violation_threshold: 100 - num_evaluation_windows: 5 - num_violation_windows: 2 - # git source information of current ML resource deployment. It will be persisted as part of the workflow run - git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} - - - task_key: is_metric_violated - depends_on: - - task_key: monitored_metric_violation_check - condition_task: - op: EQUAL_TO - left: "{{"{{tasks.monitored_metric_violation_check.values.is_metric_violated}}"}}" - right: "true" - git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} - - - task_key: trigger_retraining - depends_on: - - task_key: is_metric_violated - outcome: "true" - run_job_task: - job_id: ${resources.jobs.model_training_job.id} - git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} - - schedule: - quartz_cron_expression: "0 0 18 * * ?" # daily at 6pm - timezone_id: UTC - <<: *permissions - # If you want to turn on notifications for this job, please uncomment the below code, - # and provide a list of emails to the on_failure argument. - # - # email_notifications: - # on_failure: - # - first@company.com - # - second@company.com - diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/dropoff_features_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/dropoff_features_test.py.tmpl deleted file mode 100644 index 5f7bd8efd38..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/dropoff_features_test.py.tmpl +++ /dev/null @@ -1,44 +0,0 @@ -import pyspark.sql -import pytest -import pandas as pd -from datetime import datetime -from pyspark.sql import SparkSession - -from {{template `project_name_alphanumeric_underscore` .}}.feature_engineering.features.dropoff_features import ( - compute_features_fn, -) - - -@pytest.fixture(scope="session") -def spark(request): - """fixture for creating a spark session - Args: - request: pytest.FixtureRequest object - """ - spark = ( - SparkSession.builder.master("local[1]") - .appName("pytest-pyspark-local-testing") - .getOrCreate() - ) - request.addfinalizer(lambda: spark.stop()) - - return spark - - -@pytest.mark.usefixtures("spark") -def test_dropoff_features_fn(spark): - input_df = pd.DataFrame( - { - "tpep_pickup_datetime": [datetime(2022, 1, 10)], - "tpep_dropoff_datetime": [datetime(2022, 1, 10)], - "dropoff_zip": [94400], - "trip_distance": [2], - "fare_amount": [100], - } - ) - spark_df = spark.createDataFrame(input_df) - output_df = compute_features_fn( - spark_df, "tpep_pickup_datetime", datetime(2022, 1, 1), datetime(2022, 1, 15) - ) - assert isinstance(output_df, pyspark.sql.DataFrame) - assert output_df.count() == 1 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/pickup_features_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/pickup_features_test.py.tmpl deleted file mode 100644 index 5921a71db1d..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/pickup_features_test.py.tmpl +++ /dev/null @@ -1,42 +0,0 @@ -import pyspark.sql -import pytest -import pandas as pd -from datetime import datetime -from pyspark.sql import SparkSession - -from {{template `project_name_alphanumeric_underscore` .}}.feature_engineering.features.pickup_features import compute_features_fn - - -@pytest.fixture(scope="session") -def spark(request): - """fixture for creating a spark session - Args: - request: pytest.FixtureRequest object - """ - spark = ( - SparkSession.builder.master("local[1]") - .appName("pytest-pyspark-local-testing") - .getOrCreate() - ) - request.addfinalizer(lambda: spark.stop()) - - return spark - - -@pytest.mark.usefixtures("spark") -def test_pickup_features_fn(spark): - input_df = pd.DataFrame( - { - "tpep_pickup_datetime": [datetime(2022, 1, 12)], - "tpep_dropoff_datetime": [datetime(2022, 1, 12)], - "pickup_zip": [94400], - "trip_distance": [2], - "fare_amount": [100], - } - ) - spark_df = spark.createDataFrame(input_df) - output_df = compute_features_fn( - spark_df, "tpep_pickup_datetime", datetime(2022, 1, 1), datetime(2022, 1, 15) - ) - assert isinstance(output_df, pyspark.sql.DataFrame) - assert output_df.count() == 4 # 4 15-min intervals over 1 hr window. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/ingest_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/ingest_test.py.tmpl deleted file mode 100644 index c74e8b02204..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/ingest_test.py.tmpl +++ /dev/null @@ -1,22 +0,0 @@ -import pytest -import os -import tempfile -import pandas as pd -from pandas import DataFrame -from {{template `project_name_alphanumeric_underscore` .}}.training.steps.ingest import load_file_as_dataframe - - -@pytest.fixture -def sample_data(): - return pd.read_parquet( - os.path.join(os.path.dirname(__file__), "test_sample.parquet") - ) - - -def test_ingest_function_reads_csv_correctly(sample_data): - tempdir = tempfile.mkdtemp() - csv_path = os.path.join(tempdir, "test_sample.csv") - sample_data.to_csv(csv_path) - - ingested = load_file_as_dataframe(csv_path, "csv") - assert isinstance(ingested, DataFrame) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/split_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/split_test.py.tmpl deleted file mode 100644 index ffe5e34e994..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/split_test.py.tmpl +++ /dev/null @@ -1,36 +0,0 @@ -import pytest -import os -import pandas as pd -from pandas import DataFrame -from {{template `project_name_alphanumeric_underscore` .}}.training.steps.split import process_splits - - -@pytest.fixture -def sample_data(): - return pd.read_parquet( - os.path.join(os.path.dirname(__file__), "test_sample.parquet") - ) - - -def test_post_split_fn_returns_datasets_with_correct_spec(sample_data): - train = sample_data[0:3] - validation = sample_data[4:7] - test = sample_data[7:10] - (train_processed, validation_processed, test_processed) = process_splits( - train, validation, test - ) - assert isinstance(train_processed, DataFrame) - assert isinstance(validation_processed, DataFrame) - assert isinstance(test_processed, DataFrame) - - -def test_post_split_fn_returns_non_empty_datasets(sample_data): - train = sample_data[0:3] - validation = sample_data[4:7] - test = sample_data[7:10] - (train_processed, validation_processed, test_processed) = process_splits( - train, validation, test - ) - assert not train_processed.empty - assert not validation_processed.empty - assert not test_processed.empty diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_notebooks.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_notebooks.py.tmpl deleted file mode 100644 index 7293b1b382f..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_notebooks.py.tmpl +++ /dev/null @@ -1,9 +0,0 @@ -import pathlib - - -def test_notebook_format(): - # Verify that all Databricks notebooks have the required header - paths = list(pathlib.Path("./notebooks").glob("**/*.py")) - for f in paths: - notebook_str = open(str(f)).read() - assert notebook_str.startswith("# Databricks notebook source") diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_sample.parquet b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_sample.parquet deleted file mode 100644 index 692734d1814935c5ea3329db27726ccca4e8acb0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5613 zcmcgwU2NOd6{b|#m7TbA5>b-_FELa{$yUeFkL6TFI*XDmiK^_xax96;I)kJrixx?7 z5+zwm(|LQ?`VgSOFsywDif#`ZkYPbl^sy-1Jq*Rx4%pCjL)H~5Pz=Q|U>nf(sSi8% zQa{v>iv?Ru=#uxIb9sKgbM85Wu24x2X(3-Wkv}yhNE>N6P7qiAbvdYAd;J%WjS#_~ z{rJ;6@Z59#@XTp=?*Hh~Z@vIeg12qUbFg0W9KDV9-T7d|2J7I*-}}ljcv**?1>XUM|kZ2dkx{U_q+FRA$)>w{oq}M4{`DKsoSQ>-QS$f zAb9rAKg3{o#y4I<@C4s@{rTbWv;_b>t-T1ILF#aL?mXOuhs5yY$|bdw&kx}9SF`Kp zsO#4j0BBJ70V;9cd+c>b54ezNq=+a{Cc^QDn5Tl41N z*d$?@uoAOl)>vXT_*Jyy+<5SA^uwm@?y=xtqP+7qx@Ln8Yg-&LYmnN9ghlv1N|ZN_ zOq1iSM48aaB4mhI(O8AoGvqC^{Z+H;<#E@|F+gBY=mDw@LV)WcK#Z6yGr^IEEyOAC z_E8vT$E=n;FWiWeuv!|kp4+<=1RLR+AL6&pSpvWH*~uU>W{?V$-UIR+P+WJv)b;yF zo-GSotX!%p8a@}`^-E^gtw&t9CeXpa*MFgCsMkSqIYCb1u+KbGKT8m2VH|^T3C15` z6z2%y6g*GBfap$>Glnu?L0pFg?Fa7+E3oO21^w7RH1gc9Ui&)u^xpAl(%g#Wc+d$#cWvNFS5%+iA)c70 zp79fo(F$J>WR^S%W$TQ2cy&BuOWZs@4ba1dcMUHRJ=?}XSnmlUNJKMc7eShVVu+1S zF#1T?ZBx@z(jixH*I`%0Ln}OobkZNp;d?+Q!T!mF-R82|-<_}##MGQ)RArSMTXFos zdfh21IbnB;FG*EdsW_jQxpv)I1RBhoWmef1oO3fyg_Q*$C{;;<6|{@821_@dmsFT~ z^tpiNH=YKDE^rG=7g}LsBEKmH?Ky{KkmF?Fs9cE=diCNB(cY?19$aV+WySKX!V%d<}5B; zQz}pQnT!yTX*d)ZEMKQ!FZ)&pYUGhx|qUwj&EIa8PR>^M6!}&uUpklJ9&TNdwGIPaPf^qY722jE6tzu-w=pdg>fzTBaiznj>o7-axUdw=rzxsV!F%vT zLPABDqcufEHeqk*A}veRY&5ly@vhalSW4rRRq?VI;)F)L%%=TCdZ)BaEAav+=OkLJ zZ_~2Bz@<0Qo@y?=TS`vG8;%nOP3T-IXNi_ z(Nq)ZN&6}yCr7mG2D}^fd$?%5LWkorn@&}-kwBG6dnB}vQ&JT!404nZ*af;h0k@C| zVIHlds%(0#mW^(T$QIbE@i8f%i%E4XHyp1qvMMpYb)BD1xtVmbkc+M$p8$_kmGK6O z;Jbo-mr|Qa(Y-(`o?hF#ICbozm1I4e3FY~yw8Q#R^^6zEO}SZQH^wfjX4AXHjJJ&; zCFWuwiH`*8U~@SK?`ESBcQ%t$5ylwHXawRDX=Z#$KMy_u#$x}TAwCwFOj624B`tfE zai_ihW@dv%SZW}@>vF_oG*z>)Flm}X^3;-blXC)dJpH!n*lUMk9EPF~aF zHPq&8h4V(-Ydfv{8O$%4iv|k0WyYdIVu2F2jz1o_kF4gXCCEToq;;SWY&ylQ00{M z=BkMK5Iav@NEyyB)TG?*ifo?-2Zw4bB&;W#w$Xsl>&=whN7BRpkL|j2Y04;d%aF$OXB!l zJjFBIzhWVk@oFBZbyx=KN6WY`@l;sX1@{#!kLk!;#X@5J@{sOm?^&Q$I4}yiM^nYV z_o4a0)wO3CO=HRa+5p7RB5K7j2~(?ATk=+(!cA3g!g_y&4OD0o-Q0W>*ZEFf8EP{U z<88@XMxa772U8e`5`_YUnswW#P*}&mg6IbPkrL_)dIWG8gkQ83Z&+i|@O<(~!f{$< n%ipRB+Ie18&*Sfvnbrr%4E|D?lBNlw??;@Rgg`, passing the URL of your dev workspace. - This should prompt you to enter an API token -* [Create a personal access token]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/auth/pat.html")) }}) - in your dev workspace and paste it into the prompt from the previous step -* From within the root directory of the current project, use the [dbx sync](https://dbx.readthedocs.io/en/latest/guides/python/devloop/mixed/#using-dbx-sync-repo-for-local-to-repo-synchronization) tool to copy code files from your local machine into the Repo by running - `dbx sync repo --profile {{ .input_project_name }}-dev --source . --dest-repo your-repo-name`, where `your-repo-name` should be the last segment of the full repo name (`/Repos/username/your-repo-name`) - -#### Running code on Databricks -You can iterate on ML code by running the provided `{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py` notebook on Databricks using -[Repos]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/index.html")) }}). This notebook drives execution of -the ML code defined under ``{{template `project_name_alphanumeric_underscore` .}}/training/steps``. You can use multiple browser tabs to edit -logic in `steps` and run the training recipe in the `TrainWithMLflowRecipes.py` notebook. - - -### Develop locally -**Note: this section assumes use of MLflow Recipes**. - -You can also iterate on ML code locally. - -#### Prerequisites -* Python 3.8+ -* Install model training and test dependencies via `pip install -I -r {{template `project_name_alphanumeric_underscore` .}}/requirements.txt -r test-requirements.txt` from project root directory. - -#### Trigger model training -Run `mlp run --profile local` to trigger training locally. See the -[MLflow recipes CLI docs](https://mlflow.org/docs/latest/recipes.html#key-concepts) for details. - -#### Inspect results in the UI -To facilitate saving and sharing results from local iteration with collaborators, we recommend configuring your -environment to log to a Databricks MLflow tracking server, as described in [this guide]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "mlflow/access-hosted-tracking-server.html")) }}). -Then, update `profiles/local.yaml` to use a Databricks tracking URI, -e.g. `databricks://` instead of a local `sqlite://` URI. You can then easily view model training results in the Databricks UI. - -If you prefer to log results locally (the default), you can view model training results by running the MLflow UI: - -```sh -mlflow ui \ - --backend-store-uri sqlite:///mlruns.db \ - --default-artifact-root ./mlruns \ - --host localhost -``` - -Then, open a browser tab pointing to [http://127.0.0.1:5000](http://127.0.0.1:5000) - -#### Run unit tests -You can run unit tests for your ML code via `pytest tests`. - -## Next Steps -If you're iterating on ML code for an existing, already-deployed ML project, -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} -follow [Submitting a Pull Request](../../docs/ml-pull-request.md) -{{- else }} -ask your ops team to set up CI/CD by initializing MLOps Stacks with the `CICD_Only` parameter -{{- end }} -to submit your code for testing and production deployment. - -Otherwise, if exploring a new ML problem and satisfied with the results (e.g. you were able to train -a model with reasonable performance on your dataset), you may be ready to productionize your pipeline. -{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} -To do this, follow the [MLOps Setup Guide](../../docs/mlops-setup.md) to set up CI/CD and deploy -production training/inference pipelines. -{{- else }} -To do this, ask your ops team to set up CI/CD by initializing MLOps Stacks with the `CICD_Only` parameter. -{{- end }} - -[(back to project README)](../README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/__init__.py.tmpl deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template 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file mode 100644 index e69de29bb2d..00000000000 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/hooks/pre_gen_project.py b/acceptance/bundle/deploy/mlops-stacks/template/hooks/pre_gen_project.py deleted file mode 100644 index 289b3607665..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/hooks/pre_gen_project.py +++ /dev/null @@ -1,5 +0,0 @@ -if __name__ == "__main__": - raise ValueError( - "MLOps project creation has been migrated to use Databricks CLI. " - "Please refer to README.md for more information." - ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/stack-customization.md b/acceptance/bundle/deploy/mlops-stacks/template/stack-customization.md deleted file mode 100644 index d8eb9f52b7c..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/stack-customization.md +++ /dev/null @@ -1,87 +0,0 @@ -# MLOps Stacks Customization Guide -We provide the default MLOps Stack in this repo as a production-friendly starting point for MLOps. - -For generic enhancements not specific to your organization -(e.g. add support for a new CI/CD provider), we encourage you to consider contributing the -change back to the MLOps Stacks repo, so that the community can help maintain and enhance it. - -However, in many cases you may need to customize the stack, for example if: -* You have different Databricks workspace environments (e.g. a "test" workspace for CI, in addition to dev/staging/prod) -* You'd like to run extra checks/tests in CI/CD besides the ones supported out of the box -* You're using an ML code structure built in-house -* It is cost prohibitive or impractical to retrain models in all environments; see section on "Example ML code" under "Customize individual components" - -For more information about generating a project using Databricks asset bundle templates, please refer to [link](https://docs.databricks.com/en/dev-tools/bundles/templates.html). - -## Creating a custom stack - -**Note**: the development loop for your custom stack is the same as for iterating on the -default stack. Before getting started, we encourage you to read -the [contributor guide](README.md#contributing) to learn how to -make, preview, and test changes to your custom stack. - -### Fork the MLOps Stacks repo -Fork the MLOps Stacks repo. You may want to create a private fork if you're tailoring -the stack to the specific needs of your organization, or a public fork if you're creating -a generic new stack. - -### (optional) Set up CI -Tests for MLOps Stacks are defined under the `tests/` directory and are -executed in CI by Github Actions workflows defined under `.github/`. We encourage you to configure -CI in your own MLOps Stacks repo to ensure it continues to work as you make changes. -If you use GitHub Actions for CI, the provided workflows should work out of the box. -Otherwise, you'll need to translate the workflows under `.github/` to the CI provider of your -choice. - -### Update MLOps Stacks parameters -Update parameters in your fork as needed in `databricks_template_schema.json` and update corresponding template variable in `library/template_variables.tmpl`. Pruning the set of -parameters makes it easier for data scientists to start new projects, at the cost of reduced flexibility. - -For example, you may have a fixed set of staging & prod Databricks workspaces (or use a single staging & prod workspace), so the -`input_databricks_staging_workspace_host` and `input_databricks_prod_workspace_host` parameters may be unnecessary. You may -also run all of your ML pipelines on a single cloud, in which case the `input_cloud` parameter is unnecessary. - -The easiest way to prune parameters and replace them with hardcoded values is to follow -the [contributor guide](README.md#previewing-changes) to generate an example project with -parameters substituted-in, and then copy the generated project contents back into your MLOps Stacks repo. - -## Customize individual components - -### Example ML code -MLOps Stacks provides example ML code. -You may want to customize the example code, e.g. further prune it down into a skeleton for data scientists -to fill out. - -If you customize this component, you can still use the CI/CD and ML resource components to build production ML pipelines, as long as you provide ML -notebooks with the expected interface. For example, model training under ``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/`` and inference under -``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/notebooks/``. See code comments in the notebook files for the expected interface & behavior of these notebooks. - -To integrate [promoting model across environments](https://docs.databricks.com/aws/en/machine-learning/manage-model-lifecycle/#promote-a-model-across-environments) into MLOps Stacks using the [`copy_model_version` MLflow Client API](https://mlflow.org/docs/latest/api_reference/python_api/mlflow.client.html#mlflow.client.MlflowClient.copy_model_version), you may consider using reference code snippets to adapt the `model training` notebooks under ``template/ -{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/``for `promoting model` e.g. from `dev` environment to `staging` and `production` environments. Unity Catalog registered models can be shared and promoted across different workspaces and/or (e.g. devs/staging/production) environments, provided they are connected to the same Unity Catalog metastore and appropriate privileges are in place. - -You may also want to update developer-facing docs under ``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl``, which will be read by users of your stack. - -### CI/CD workflows -MLOps Stacks currently has the following sub-components for CI/CD: -* CI/CD workflow logic defined under `template/{{.input_root_dir}}/.github/` for testing and deploying ML code and models -* Logic to trigger model deployment through REST API calls to your CD system, when model training completes. - This logic is currently captured in ``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/notebooks/ModelDeployment.py`` - -### ML resource configs -Root ML resource config file can be found as ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml``. -It defines the ML config resources to be included and workspace host for each deployment target. - -ML resource configs (databricks CLI bundles code definitions of ML jobs, experiments, models etc) can be found under -``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources``, along with docs. - -You can update this component to customize the default ML pipeline structure for new ML projects in your organization, -e.g. add additional model inference jobs or modify the default instance type used in ML jobs. - -When updating this component, you may want to update developer-facing docs in -``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md``. - -### Docs -After making customizations, make any changes needed to -the docs under `template/{{.input_root_dir}}/docs` and in the main README -(`template/{{.input_root_dir}}/README.md`) to reflect any updates you've made to the MLOps Stacks repo. -For example, you may want to include a link to your custom MLOps Stacks repo in `template/{{.input_root_dir}}/README.md`. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/README.md.tmpl deleted file mode 100644 index 88a7b5276d7..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/README.md.tmpl +++ /dev/null @@ -1,7 +0,0 @@ -# CI/CD Workflow Definitions -This directory contains CI/CD workflow definitions using [Azure DevOps Pipelines](https://learn.microsoft.com/en-us/azure/devops/pipelines), -under ``devops-pipelines``. These workflows cover testing and deployment of both ML code (for model training, batch inference, etc) and -Databricks ML resource definitions. - -To set up CI/CD for a new project, -please refer to [Setting up CI/CD](<../../README.md#Setting up CI/CD>) and following the [MLOps Setup Guide](../../docs/mlops-setup.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/deploy-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/deploy-cicd.yml.tmpl deleted file mode 100644 index c038a4b7280..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/deploy-cicd.yml.tmpl +++ /dev/null @@ -1,100 +0,0 @@ -# This Azure Pipeline sets up CI/CD workflows for a previously instantiated MLOps Stacks Project. - -trigger: none - -variables: - - group: {{ .input_root_dir }} variable group - -parameters: - - name: ProjectName - displayName: Name of the project to deploy CI/CD for. - default: {{ .input_project_name }} - type: string - -jobs: - - job: DeployCICD - displayName: 'Deploy CI/CD' - pool: - vmImage: 'ubuntu-latest' - - steps: - - checkout: self - persistCredentials: true - clean: true - displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' - - # Install Databricks CLI - - script: | - curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh - displayName: 'Install Databricks CLI' - - # Extract Databricks version to test installation - - script: | - databricks version - displayName: 'Get Databricks CLI version' - - # Convert Project Name to Only Alphanumeric Characters - - script: | - projectNameAlpha=$(echo "{{`${{ parameters.ProjectName }}`}}" | tr ' -' '_') - echo "##vso[task.setvariable variable=PROJECT_NAME_ALPHA]$projectNameAlpha" - displayName: 'Convert Project Name to Only Alphanumeric Characters' - - # Install jq - - script: | - sudo apt-get install jq - displayName: 'Install jq' - - # Unzip Bundle and Append Parameters to Input JSON - - script: | - tar -xzvf cicd.tar.gz - INPUT_CLOUD_1=$(jq -r '.input_cloud' cicd_params.json) - INPUT_CLOUD_2=$(jq -r '.input_cloud' "$(PROJECT_NAME_ALPHA)/project_params.json") - if [ "$INPUT_CLOUD_1" != "$INPUT_CLOUD_2" ]; then - printf "Error: CICD cloud '%s' does not match project cloud '%s'\n" "$INPUT_CLOUD_1" "$INPUT_CLOUD_2" - exit 1 - fi - printf '%s' "$(jq '. += {"input_project_name":"{{`${{ parameters.ProjectName }}`}}"}' cicd_params.json)" > cicd_params.json - printf '%s' "$(jq -s '.[0] + .[1]' cicd_params.json $(PROJECT_NAME_ALPHA)/project_params.json)" > cicd_params.json - displayName: 'Extract CICD Bundle and Update Parameters' - - # Update databricks.yml - - script: | - {{if (eq .input_include_models_in_unity_catalog `yes`)}}echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml" - {{- else}}echo -e " staging:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"{{end}} - displayName: 'Update databricks.yml' - - # Initialize CICD Bundle - - script: | - databricks bundle init ./cicd --config-file "cicd_params.json" - displayName: Initialize CI/CD Bundle - env: - DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} - - # Create Branch and Commit CICD Bundle - - script: | - git config --global user.name "Deploy CICD Bot" - git config --global user.email "noreply-cicd-bot@databricks.com" - git checkout -b add-cicd-for-{{`${{ parameters.ProjectName }}`}} - git add .azure "$(PROJECT_NAME_ALPHA)/databricks.yml" - git commit -m "Add CICD for {{`${{ parameters.ProjectName }}`}}" - git push --force-with-lease origin add-cicd-for-{{`${{ parameters.ProjectName }}`}} - displayName: Push CICD Bundle to a New Branch - - # Create Pull Request - - script: | - echo Creating Pull Request... - PR_DATA="{\"sourceRefName\":\"refs/heads/add-cicd-for-{{`${{ parameters.ProjectName }}`}}\",\"targetRefName\":\"refs/heads/main\",\"title\":\"Deploy CICD for {{`${{ parameters.ProjectName }}`}}\",\"description\":\"This PR was generated by the Deploy CICD workflow.\",\"reviewers\":[]}" - PR_RESPONSE=$(curl -X POST -H "Content-Type: application/json" -d "$PR_DATA" -u :$(System.AccessToken) "$(System.TeamFoundationCollectionUri)$(System.TeamProject)/_apis/git/repositories/$(Build.Repository.Name)/pullrequests?api-version=6.0") - echo $PR_RESPONSE - displayName: 'Create Pull Request' - env: - System.AccessToken: $(System.AccessToken) - - diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-bundle-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-bundle-cicd.yml.tmpl deleted file mode 100644 index 48145ac114a..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-bundle-cicd.yml.tmpl +++ /dev/null @@ -1,218 +0,0 @@ -# This Azure Pipeline validates and deploys bundle config (ML resource config and more) -# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* -# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml. -# The bundle is validated (CI) upon making a PR against the {{ .input_default_branch }} branch. -# Bundle resources defined for staging are deployed when a PR is merged into the {{ .input_default_branch }} branch. -# Bundle resources defined for prod are deployed when a PR is merged into the {{ .input_release_branch }} branch. - -trigger: - branches: - include: - - {{ .input_default_branch }} - - {{ .input_release_branch }} - paths: - include: - - {{template `project_name_alphanumeric_underscore` .}}/* - -variables: - - name: workingDirectory - value: {{template `project_name_alphanumeric_underscore` .}} - - group: {{ .input_root_dir }} variable group - -stages: -# Run BundleCI stage upon making a PR against the {{ .input_default_branch }} branch -- stage: BundleCI - displayName: 'Bundle validation for {{ .input_project_name }}' - # Trigger BundleCI stage on PR against the default branch, and not on pushes to other branches - condition: | - and( - not(eq(variables['Build.Reason'], 'IndividualCI')), - eq(variables['Build.Reason'], 'PullRequest'), - eq(variables['System.PullRequest.TargetBranch'], 'refs/heads/{{ .input_default_branch }}') - ) - - jobs: - - job: StagingBundleCI - displayName: 'Staging bundle validation for {{ .input_project_name }}' - - pool: - vmImage: 'ubuntu-latest' - - steps: - - script: env | sort - displayName: 'Environment / Context' - - - checkout: self - displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' - persistCredentials: true - clean: true - - # Install Databricks CLI - - script: | - curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh - displayName: 'Install Databricks CLI' - - # Validate bundle to be deployed to the staging workspace - - script: | - databricks bundle validate -t staging - workingDirectory: $(workingDirectory) - displayName: 'Validate bundle for staging' - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} - - - - job: prodBundleCI - displayName: 'Prod bundle validation for {{ .input_project_name }}' - dependsOn: [] # Removes the implicit dependency on previous job and force prodBundleCI job to run in parallel - - steps: - - script: env | sort - displayName: 'Environment / Context' - - - checkout: self - displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' - persistCredentials: true - clean: true - - # Install Databricks CLI - - script: | - curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh - displayName: 'Install Databricks CLI' - - # Validate bundle to be deployed to the prod workspace - - script: | - databricks bundle validate -t prod - workingDirectory: $(workingDirectory) - displayName: 'Validate bundle for prod' - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(PROD_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(PROD_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(PROD_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(PROD_WORKSPACE_TOKEN) - {{- end }} - -# Run StagingBundleCD stage after successfully merging into the {{ .input_default_branch }} branch -- stage: StagingBundleCD - displayName: 'Staging bundle deployment for {{ .input_project_name }}' - # Trigger deployment of bundle resources when PRs are merged into the {{ .input_default_branch }} branch - condition: | - and( - eq(variables['Build.SourceBranch'], 'refs/heads/{{ .input_default_branch }}'), - not(eq(variables['Build.Reason'], 'PullRequest')) - ) - - jobs: - - job: StagingBundleCD - displayName: 'Bundle Deployment for {{ .input_project_name }} Staging' - - pool: - vmImage: 'ubuntu-latest' - - steps: - - script: env | sort - displayName: 'Environment / Context' - - - checkout: self - displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' - persistCredentials: true - clean: true - - # Install Databricks CLI - - script: | - curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh - displayName: 'Install Databricks CLI' - - # Validate bundle to be deployed to the Staging workspace - - script: | - databricks bundle validate -t staging - workingDirectory: $(workingDirectory) - displayName: 'Validate bundle for staging' - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} - - # Deploy bundle to Staging workspace - - script: | - databricks bundle deploy -t staging - workingDirectory: $(workingDirectory) - displayName: 'Deploy bundle to staging' - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} - -# Run prod bundle CD stage after successfully merging into the {{ .input_release_branch }} branch -- stage: prodBundleCD - displayName: 'Prod bundle deployment for {{ .input_project_name }}' - # Trigger deployment of Bundle resources when PRs are merged into the {{ .input_release_branch }} branch - condition: | - and( - eq(variables['Build.SourceBranch'], 'refs/heads/{{ .input_release_branch }}'), - not(eq(variables['Build.Reason'], 'PullRequest')) - ) - - jobs: - - job: prodBundleCD - displayName: 'Bundle deployment for {{ .input_project_name }} prod' - - pool: - vmImage: 'ubuntu-latest' - - steps: - - script: env | sort - displayName: 'Environment / Context' - - - checkout: self - displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' - persistCredentials: true - clean: true - - # Install Databricks CLI - - script: | - curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh - displayName: 'Install Databricks CLI' - - # Validate bundle to be deployed to the prod workspace - - script: | - databricks bundle validate -t prod - workingDirectory: $(workingDirectory) - displayName: 'Validate bundle for prod' - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(PROD_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(PROD_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(PROD_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(PROD_WORKSPACE_TOKEN) - {{- end }} - - # Deploy bundle to prod workspace - - script: | - databricks bundle deploy -t prod - workingDirectory: $(workingDirectory) - displayName: 'Deploy bundle to prod' - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(PROD_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(PROD_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(PROD_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(PROD_WORKSPACE_TOKEN) - {{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-tests-ci.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-tests-ci.yml.tmpl deleted file mode 100644 index d9574c8fd5e..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-tests-ci.yml.tmpl +++ /dev/null @@ -1,139 +0,0 @@ -# This Azure Pipeline runs unit and integration tests. -# This pipeline is triggered upon making a PR against the {{ .input_default_branch }} branch. -# Unit tests are defined under {{template `project_name_alphanumeric_underscore` .}}/tests -# and are executed on the Azure Pipelines agent. -# The integration test deploys and runs the model_training_job defined in {{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml -# This integration test is run in the staging workspace, as defined under {{template `project_name_alphanumeric_underscore` .}}/databricks.yml - -trigger: - branches: - include: - - {{ .input_default_branch }} - paths: - include: - - {{template `project_name_alphanumeric_underscore` .}}/* - - '.azure/devops-pipelines/{{ .input_project_name }}-tests-ci.yml' - -variables: - - name: workingDirectory - value: {{template `project_name_alphanumeric_underscore` .}} - - group: {{ .input_root_dir }} variable group - -jobs: - - job: UnitTests - displayName: 'Unit Tests' - # Trigger unit test upon making a PR against the {{ .input_default_branch }} branch - condition: | - and( - not(eq(variables['Build.Reason'], 'IndividualCI')), - eq(variables['Build.Reason'], 'PullRequest'), - eq(variables['System.PullRequest.TargetBranch'], 'refs/heads/{{ .input_default_branch }}') - ) - pool: - vmImage: 'ubuntu-latest' - - steps: - - script: env | sort - displayName: 'Environment / Context' - - - checkout: self - persistCredentials: true - clean: true - displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' - - - task: UsePythonVersion@0 - displayName: 'Use Python 3.8' - inputs: - versionSpec: 3.8 - - - script: | - python -m pip install --upgrade pip - pip install -r test-requirements.txt - pip install -r {{template `project_name_alphanumeric_underscore` .}}/requirements.txt - displayName: 'Install dependencies' - - - script: | - pytest --junitxml=test-unit.xml - displayName: 'Run unit tests with pytest' - - - job: IntegrationTests - displayName: 'Integration Tests' - # Integration tests will only run upon unit tests successfully passing - dependsOn: UnitTests - condition: succeeded() - pool: - vmImage: 'ubuntu-latest' - - steps: - - checkout: self - persistCredentials: true - clean: true - displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' - - # Install Databricks CLI - - script: | - curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh - displayName: 'Install Databricks CLI' - - # Extract Databricks version to test installation - - script: | - databricks version - displayName: 'Get Databricks CLI version' - - # Validate bundle to be deployed to the staging workspace - - script: | - databricks bundle validate -t test - workingDirectory: $(workingDirectory) - displayName: Validate bundle for test deployment target in staging workspace - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} - - # Deploy bundle to staging workspace - - script: | - databricks bundle deploy -t test - workingDirectory: $(workingDirectory) - displayName: Deploy bundle to test deployment target in staging workspace - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} - - {{ if (eq .input_include_feature_store `yes`) }} - # Run Feature Engineering Workflow for test deployment target in Staging Workspace - - script: | - databricks bundle run write_feature_table_job -t test - workingDirectory: $(workingDirectory) - displayName: Run Feature Engineering Workflow for test deployment target in Staging Workspace - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} - {{ end }} - - # Run model_training_job defined in bundle in the staging workspace - - script: | - databricks bundle run model_training_job -t test - workingDirectory: $(workingDirectory) - displayName: Run training workflow for test deployment target in staging workspace - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) - ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) - ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) - {{ else -}} - DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) - {{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/README.md.tmpl deleted file mode 100644 index 8c991e8a714..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/README.md.tmpl +++ /dev/null @@ -1,8 +0,0 @@ -# CI/CD Workflow Definitions -This directory contains CI/CD workflow definitions using [GitHub Actions](https://docs.github.com/en/actions), -under ``workflows``. These workflows cover testing and deployment of both ML code (for model training, batch inference, etc) and -Databricks ML resource definitions. - -To set up CI/CD for a new project, -please refer to [Setting up CI/CD](<../../README.md#Setting up CI/CD>) and following the [MLOps Setup Guide](../../docs/mlops-setup.md) -to make sure your `WORKFLOW_TOKEN` secret has been properly set up with `Workflow` permissions. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/deploy-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/deploy-cicd.yml.tmpl deleted file mode 100644 index 4116df217ca..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/deploy-cicd.yml.tmpl +++ /dev/null @@ -1,79 +0,0 @@ -# This GitHub workflow sets up CI/CD workflows for a previously instantiated MLOps Stacks Project. -name: Deploy CICD for Project Workflow - -on: - workflow_dispatch: - inputs: - project_name: - description: 'Project Name' - required: true - default: {{ .input_project_name }} - -env: - DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} - ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} - ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} - {{ else -}} - DATABRICKS_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} - {{- end }} - -jobs: - cicd: - runs-on: ubuntu-latest - steps: - - name: Get current timestamp - id: timestamp - run: | - echo "timestamp=$(date +'%s')" >> "$GITHUB_ENV" - - uses: actions/checkout@v4 - with: - ref: {{`${{ github.event.pull_request.head.sha || github.sha }}`}} - token: {{`${{ secrets.WORKFLOW_TOKEN }}`}} - - uses: databricks/setup-cli@{{template `cli_version` .}} - - name: Convert Project Name to Only Alphanumeric Characters - run: | - PROJECT_NAME_ALPHA=$(echo "{{`${{ github.event.inputs.project_name }}`}}" | tr ' -' '_') - echo "PROJECT_NAME_ALPHA=$PROJECT_NAME_ALPHA" >> "$GITHUB_ENV" - - name: Install jq - run: sudo apt-get install jq - - name: Unzip Bundle and Append Parameters to Input JSON - id: unzip - run: | - tar -xzvf cicd.tar.gz - INPUT_CLOUD_1=$(jq -r '.input_cloud' cicd_params.json) - INPUT_CLOUD_2=$(jq -r '.input_cloud' "$PROJECT_NAME_ALPHA/project_params.json") - if [ "$INPUT_CLOUD_1" != "$INPUT_CLOUD_2" ]; then - printf "Error: CICD cloud '%s' does not match project cloud '%s'\n" "$INPUT_CLOUD_1" "$INPUT_CLOUD_2" - exit 1 - fi - printf '%s' "$(jq '. += {"input_project_name":"{{`${{ github.event.inputs.project_name }}`}}"}' cicd_params.json)" > cicd_params.json - printf '%s' "$(jq -s '.[0] + .[1]' cicd_params.json "$PROJECT_NAME_ALPHA/project_params.json")" > cicd_params.json - - name: Update databricks.yml - id: update - run: | - {{if (eq .input_include_models_in_unity_catalog `yes`)}}echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml" - {{- else}}echo -e " staging:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"{{end}} - - name: Initialize Bundle - id: initialize - run: | - databricks bundle init ./cicd --config-file "cicd_params.json" - - name: Commit Changes - id: commit - env: - GITHUB_TOKEN: {{`${{ github.token }}`}} - run: | - git config --global user.name "Deploy CICD Bot" - git config --global user.email "noreply-cicd-bot@databricks.com" - git checkout -b add-cicd-for-{{`${{ github.event.inputs.project_name }}`}}-{{`${{ env.timestamp }}`}} - git add .github "$PROJECT_NAME_ALPHA/databricks.yml" - git commit -m "Add CICD for {{`${{ github.event.inputs.project_name }}`}}" - git push origin add-cicd-for-{{`${{ github.event.inputs.project_name }}`}}-{{`${{ env.timestamp }}`}} - - - name: Create Pull Request - id: pr - env: - GITHUB_TOKEN: {{`${{ github.token }}`}} - run: | - gh pr create --base {{ .input_default_branch }} --head add-cicd-for-{{`${{ github.event.inputs.project_name }}`}}-{{`${{ env.timestamp }}`}} --title "Deploy CICD for {{`${{ github.event.inputs.project_name }}`}}" --body "This PR was generated by the Deploy CICD workflow." --reviewer {{`${{ github.actor }}`}} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/lint-cicd-workflow-files.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/lint-cicd-workflow-files.yml.tmpl deleted file mode 100644 index 1e6ebd4bdc4..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/lint-cicd-workflow-files.yml.tmpl +++ /dev/null @@ -1,19 +0,0 @@ -name: Lint CI/CD workflow files -on: - pull_request: - paths: - - '.github/workflows/**' - workflow_dispatch: - -jobs: - lint: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - name: Download actionlint - id: get_actionlint - run: bash <(curl https://raw.githubusercontent.com/rhysd/actionlint/main/scripts/download-actionlint.bash) - shell: bash - - name: Check workflow files - {{`run: ${{ steps.get_actionlint.outputs.executable }} -color`}} - shell: bash diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-prod.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-prod.yml.tmpl deleted file mode 100644 index 92ea44e9563..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-prod.yml.tmpl +++ /dev/null @@ -1,40 +0,0 @@ -# This GitHub workflow deploys Bundle resources (ML resource config and more) -# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* -# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml with prod deployment target configs, -# when PRs are merged into the release branch -name: Bundle Deployment for {{ .input_project_name }} Prod - -on: - push: - branches: - - '{{ .input_release_branch }}' - workflow_dispatch: - -defaults: - run: - working-directory: ./{{template `project_name_alphanumeric_underscore` .}} - -env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: {{`${{ secrets.PROD_AZURE_SP_TENANT_ID }}`}} - ARM_CLIENT_ID: {{`${{ secrets.PROD_AZURE_SP_APPLICATION_ID }}`}} - ARM_CLIENT_SECRET: {{`${{ secrets.PROD_AZURE_SP_CLIENT_SECRET }}`}} - {{ else -}} - DATABRICKS_TOKEN: {{`${{ secrets.PROD_WORKSPACE_TOKEN }}`}} - {{- end }} - -jobs: - prod: - concurrency: {{ .input_project_name }}-prod-bundle-job - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: databricks/setup-cli@{{template `cli_version` .}} - - name: Validate Bundle For Prod - id: validate - run: | - databricks bundle validate -t prod - - name: Deploy Bundle to Prod - id: deploy - run: | - databricks bundle deploy -t prod diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-staging.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-staging.yml.tmpl deleted file mode 100644 index 87d93314d29..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-staging.yml.tmpl +++ /dev/null @@ -1,40 +0,0 @@ -# This GitHub workflow deploys Bundle resources (ML resource config and more) -# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* -# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml with staging deployment target configs, -# when PRs are merged into the default branch -name: Bundle Deployment for {{ .input_project_name }} Staging - -on: - push: - branches: - - '{{ .input_default_branch }}' - workflow_dispatch: - -defaults: - run: - working-directory: ./{{template `project_name_alphanumeric_underscore` .}} - -env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} - ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} - ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} - {{ else -}} - DATABRICKS_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} - {{- end }} - -jobs: - staging: - concurrency: {{ .input_project_name }}-staging-bundle-job - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: databricks/setup-cli@{{template `cli_version` .}} - - name: Validate Bundle For Staging - id: validate - run: | - databricks bundle validate -t staging - - name: Deploy Bundle to Staging - id: deploy - run: | - databricks bundle deploy -t staging diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-ci.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-ci.yml.tmpl deleted file mode 100644 index cbdef1b00d8..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-ci.yml.tmpl +++ /dev/null @@ -1,116 +0,0 @@ -# This GitHub workflow validates Bundle config (ML resource config and more) -# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* -# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml, when PRs are merged into the main branch -name: Bundle validation for {{ .input_project_name }} - -on: - workflow_dispatch: - pull_request: - paths: - - '{{template `project_name_alphanumeric_underscore` .}}/**' - -defaults: - run: - working-directory: ./{{template `project_name_alphanumeric_underscore` .}}/ - -env: - {{ if (eq .input_cloud `azure`) -}} - STAGING_ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} - STAGING_ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} - STAGING_ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} - PROD_ARM_TENANT_ID: {{`${{ secrets.PROD_AZURE_SP_TENANT_ID }}`}} - PROD_ARM_CLIENT_ID: {{`${{ secrets.PROD_AZURE_SP_APPLICATION_ID }}`}} - PROD_ARM_CLIENT_SECRET: {{`${{ secrets.PROD_AZURE_SP_CLIENT_SECRET }}`}} - {{ else -}} - STAGING_WORKSPACE_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} - PROD_WORKSPACE_TOKEN: {{`${{ secrets.PROD_WORKSPACE_TOKEN }}`}} - {{- end }} - -jobs: - staging: - concurrency: {{ .input_project_name }}-staging-bundle-job - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - with: - ref: {{`${{ github.event.pull_request.head.sha || github.sha }}`}} - - uses: databricks/setup-cli@{{template `cli_version` .}} - - name: Validate Bundle For Staging - id: validate - env: - {{ if (eq .input_cloud `azure`) -}} - ARM_TENANT_ID: {{`${{ env.STAGING_ARM_TENANT_ID }}`}} - ARM_CLIENT_ID: {{`${{ env.STAGING_ARM_CLIENT_ID }}`}} - ARM_CLIENT_SECRET: {{`${{ env.STAGING_ARM_CLIENT_SECRET }}`}} - {{ else -}} - DATABRICKS_TOKEN: {{`${{ env.STAGING_WORKSPACE_TOKEN }}`}} - {{- end }} - run: | - databricks bundle validate -t staging > ../validate_output.txt - - name: Create Comment with Bundle Configuration - uses: actions/github-script@v7 - id: comment - with: - github-token: {{`${{ secrets.GITHUB_TOKEN }}`}} - script: | - const fs = require('fs'); - const fileContents = fs.readFileSync('validate_output.txt', 'utf8'); - const output = `#### Bundle Staging Config Validated 🖌 -

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Staging Validation Output + + \`\`\`\n + ${fileContents} + \`\`\` + +
` + + github.rest.issues.createComment({ + issue_number: context.issue.number, + owner: context.repo.owner, + repo: context.repo.repo, + body: output + }) + + prod: + concurrency: {{ .input_project_name }}-prod-bundle-job + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: + ref: {{`${{ github.event.pull_request.head.sha || github.sha }}`}} + - uses: databricks/setup-cli@{{template `cli_version` .}} + - name: Validate Bundle For Prod + id: validate + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: {{`${{ env.PROD_ARM_TENANT_ID }}`}} + ARM_CLIENT_ID: {{`${{ env.PROD_ARM_CLIENT_ID }}`}} + ARM_CLIENT_SECRET: {{`${{ env.PROD_ARM_CLIENT_SECRET }}`}} + {{ else -}} + DATABRICKS_TOKEN: {{`${{ env.PROD_WORKSPACE_TOKEN }}`}} + {{- end }} + run: | + databricks bundle validate -t prod > ../validate_output.txt + - name: Create Comment with Bundle Configuration + uses: actions/github-script@v7 + id: comment + with: + github-token: {{`${{ secrets.GITHUB_TOKEN }}`}} + script: | + const fs = require('fs'); + const fileContents = fs.readFileSync('validate_output.txt', 'utf8'); + const output = `#### Bundle Prod Config Validated 🖌 +
Prod Validation Output + + \`\`\`\n + ${fileContents} + \`\`\` + +
` + + github.rest.issues.createComment({ + issue_number: context.issue.number, + owner: context.repo.owner, + repo: context.repo.repo, + body: output + }) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-run-tests.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-run-tests.yml.tmpl new file mode 100644 index 00000000000..77a59a6f683 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-run-tests.yml.tmpl @@ -0,0 +1,72 @@ +name: {{ if (eq .input_include_feature_store `yes`) }}Feature and {{end}}Training Unit and Integration Tests for {{ .input_project_name }} +on: + workflow_dispatch: + pull_request: + paths: + - '{{template `project_name_alphanumeric_underscore` .}}/**' + - '.github/workflows/{{ .input_project_name }}-run-tests.yml' + +defaults: + run: + working-directory: ./{{template `project_name_alphanumeric_underscore` .}}/ + +env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} + ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} + ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} + {{ else -}} + DATABRICKS_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} + {{- end }} + +concurrency: {{template `project_name_alphanumeric_underscore` .}}-{{ if (eq .input_include_feature_store `yes`) }}feature-{{end}}training-integration-test-staging + +jobs: + unit_tests: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.10' + {{- if (eq .input_include_feature_store `yes`) }} + # Feature store tests bring up a local Spark session, so Java is required. + - uses: actions/setup-java@v4 + with: + distribution: 'temurin' + java-version: '11' + {{- end }} + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install -r requirements.txt + pip install -r ../test-requirements.txt + - name: Run tests with pytest + run: | + pytest + + integration_test: + needs: unit_tests + runs-on: ubuntu-latest + steps: + - name: Checkout repo + uses: actions/checkout@v4 + - uses: databricks/setup-cli@{{template `cli_version` .}} + - name: Validate Bundle For Test Deployment Target in Staging Workspace + id: validate + run: | + databricks bundle validate -t test + - name: Deploy Bundle to Test Deployment Target in Staging Workspace + id: deploy + run: | + databricks bundle deploy -t test + {{- if (eq .input_include_feature_store `yes`) }} + - name: Run Feature Engineering Workflow for Test Deployment Target in Staging Workspace + id: feature_engineering + run: | + databricks bundle run write_feature_table_job -t test + {{- end }} + - name: Run Training Workflow for Test Deployment Target in Staging Workspace + id: training + run: | + databricks bundle run model_training_job -t test diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitignore b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitignore new file mode 100644 index 00000000000..0e326c600ee --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitignore @@ -0,0 +1,15 @@ +.DS_Store +__pycache__/ +# local bundle files +**/.databricks/* +.idea +.vscode +mlruns +*.db +.dbx +# Exclude local environment directory +venv +# Exclude local distribution/packaging directories +*.egg-info/ +build +dist \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/README.md.tmpl new file mode 100644 index 00000000000..dc7b7719516 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/README.md.tmpl @@ -0,0 +1,7 @@ +# CI/CD Workflow Definitions +This directory contains CI/CD workflow definitions using [Gitlab Pipelines](https://docs.gitlab.com/ee/ci/pipelines/), +under the folder ``pipelines``. These workflows cover testing and deployment of both ML code (for model training, batch inference, etc) and +Databricks ML resource definitions. + +To set up CI/CD for a new project, +please refer to [Setting up CI/CD](<../../README.md#Setting up CI/CD>) and following the [MLOps Setup Guide](../../docs/mlops-setup.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/Dockerfile.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/Dockerfile.tmpl new file mode 100644 index 00000000000..2fed2a62dd7 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/Dockerfile.tmpl @@ -0,0 +1,9 @@ +FROM library/ubuntu:20.04 +RUN apt-get update && \ + DEBIAN_FRONTEND=noninteractive apt-get -y install python3-pip curl unzip openjdk-11-jdk +RUN curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/main/install.sh | sh +RUN pip install requests +COPY {{template `project_name_alphanumeric_underscore` .}}/requirements.txt . +COPY test-requirements.txt . +RUN pip install -r requirements.txt +RUN pip install -r test-requirements.txt diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh.tmpl new file mode 100755 index 00000000000..5951303f4d2 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh.tmpl @@ -0,0 +1,6 @@ +#!/bin/sh + +# execute from project +docker login -u $CI_REGISTRY_USER registry.gitlab.com +docker build -t {{ .input_docker_image }} -f .gitlab/docker/Dockerfile . +docker push {{ .input_docker_image }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml.tmpl new file mode 100644 index 00000000000..a729e654fe0 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml.tmpl @@ -0,0 +1,15 @@ +image: {{ .input_docker_image }} + +deploy-production: + stage: deploy + environment: production + variables: + DATABRICKS_HOST: {{template `databricks_prod_workspace_host` .}} + DATABRICKS_CLIENT_ID: "${SP_CLIENT_ID}" + DATABRICKS_CLIENT_SECRET: "${SP_CLIENT_SECRET}" + script: + - cd {{template `project_name_alphanumeric_underscore` .}} + - databricks bundle validate -t prod + - databricks bundle deploy -t prod + rules: + - when: on_success # mandatory to ensure this job can be called by parent on merge request diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml.tmpl new file mode 100644 index 00000000000..de3f3832c85 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml.tmpl @@ -0,0 +1,15 @@ +image: {{ .input_docker_image }} + +deploy-stage: + stage: deploy + environment: stage + variables: + DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} + DATABRICKS_CLIENT_ID: "${SP_CLIENT_ID}" + DATABRICKS_CLIENT_SECRET: "${SP_CLIENT_SECRET}" + script: + - cd {{template `project_name_alphanumeric_underscore` .}} + - databricks bundle validate -t staging + - databricks bundle deploy -t staging + rules: + - when: on_success # mandatory to ensure this job can be called by parent on merge request diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml.tmpl new file mode 100644 index 00000000000..81859eb209f --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml.tmpl @@ -0,0 +1,28 @@ +image: {{ .input_docker_image }} + +unit-test: + stage: test + script: + - python3 --version + - pip --version + - java -version + - pytest --junitxml=test-unit.xml + rules: + - when: on_success # mandatory to ensure this job can be called by parent cicd on merge request + +integration-test: + stage: test + environment: dev + #need: unit-test + variables: + DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} + DATABRICKS_CLIENT_ID: "${SP_CLIENT_ID}" + DATABRICKS_CLIENT_SECRET: "${SP_CLIENT_SECRET}" + script: + - cd {{template `project_name_alphanumeric_underscore` .}} + - databricks bundle validate -t test + - databricks bundle deploy -t test + - databricks bundle run write_feature_table_job -t test + - databricks bundle run model_training_job -t test + rules: + - when: on_success # mandatory to ensure this job can be called by parent cicd on merge request diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml.tmpl new file mode 100644 index 00000000000..b9fea519dc0 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml.tmpl @@ -0,0 +1,39 @@ +# This pipeline is triggered upon making a PR against the {{ .input_default_branch }} branch. +# Unit tests are defined under {{template `project_name_alphanumeric_underscore` .}}/tests +# The integration test deploys and runs the model_training_job defined in {{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml +# This integration test is run in the staging workspace, as defined under {{template `project_name_alphanumeric_underscore` .}}/databricks.yml + +# run on merge requests, tags, and the default branch +stages: + - triggers + +image: {{ .input_docker_image }} + +trigger_ci: + stage: triggers + trigger: + include: + - local: .gitlab/pipelines/{{.input_project_name}}-bundle-ci.yml + strategy: depend + rules: + - if: $CI_PIPELINE_SOURCE == 'merge_request_event' && $CI_MERGE_REQUEST_TARGET_BRANCH_NAME == 'main' + changes: + - {{template `project_name_alphanumeric_underscore` .}}/* + +trigger_cd_stage: + stage: triggers + trigger: + include: + - local: .gitlab/pipelines/{{.input_project_name}}-bundle-cd-staging.yml + strategy: depend + rules: + - if: $CI_COMMIT_BRANCH == 'main' + +trigger_cd_production: + stage: triggers + trigger: + include: + - local: .gitlab/pipelines/{{.input_project_name}}-bundle-cd-prod.yml + strategy: depend + rules: + - if: $CI_COMMIT_BRANCH == 'release' \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/README.md.tmpl new file mode 100644 index 00000000000..9894e69faf9 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/README.md.tmpl @@ -0,0 +1,198 @@ +# {{ .input_root_dir }} + +This directory contains an ML project based on the default +[Databricks MLOps Stacks](https://github.com/databricks/mlops-stacks), +defining a production-grade ML pipeline for automated retraining and batch inference of an ML model on tabular data. +The "Getting Started" docs can be found at {{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/bundles/mlops-stacks.html")) }}. + +See the full pipeline structure below. The [MLOps Stacks README](https://github.com/databricks/mlops-stacks/blob/main/Pipeline.md) +contains additional details on how ML pipelines are tested and deployed across each of the dev, staging, prod environments below. + +![MLOps Stacks diagram](docs/images/mlops-stack-summary.png) + + +## Code structure +This project contains the following components: + +| Component | Description | +|----------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} +| ML Code | Example ML project code, with unit tested Python modules and notebooks | +| ML Resources as Code | ML pipeline resources (training and batch inference jobs with schedules, etc) configured and deployed through [databricks CLI bundles]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/bundle-cli.html")) }}) | +{{- end }} +| CI/CD | {{ if (eq .input_cicd_platform `github_actions`) }}[GitHub Actions](https://github.com/actions) workflows to test and deploy ML code and resources + {{ else if (eq .input_cicd_platform `azure_devops`) }}[Azure DevOps Pipelines](https://learn.microsoft.com/en-us/azure/devops/pipelines) to test and deploy ML code and resources + {{ else if (eq .input_cicd_platform `gitlab`) }}[Gitlab Pipelines](https://docs.gitlab.com/ee/ci/pipelines/) to test and deploy ML code and resources + {{ end }} | + +contained in the following files: + +``` +{{ .input_root_dir }} <- Root directory. Both monorepo and polyrepo are supported. +│ +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} +├── {{template `project_name_alphanumeric_underscore` .}} <- Contains python code, notebooks and ML resources related to one ML project. +│ │ +│ ├── requirements.txt <- Specifies Python dependencies for ML code (for example: model training, batch inference). +│ │ +│ ├── databricks.yml <- databricks.yml is the root bundle file for the ML project that can be loaded by databricks CLI bundles. It defines the bundle name, workspace URL and resource config component to be included. +│ │ +{{- if and (eq .input_include_feature_store `no`) (eq .input_include_mlflow_recipes `no`) }} +│ ├── training <- Training folder contains Notebook that trains and registers the model. +│ │ +│ ├── validation <- Optional model validation step before deploying a model. +│ │ +│ ├── monitoring <- Model monitoring, feature monitoring, etc. +│ │ +│ ├── deployment <- Deployment and Batch inference workflows +│ │ │ +│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. +│ │ │ +│ │ ├── model_deployment <- As part of CD workflow, deploy the registered model by assigning it the appropriate alias. +│ │ +│ │ +│ ├── tests <- Unit tests for the ML project, including the modules under `features`. +│ │ +│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. +│ │ +│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow +│ │ +│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow +│ │ +│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment +│ │ +│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow +{{- else if (eq .input_include_feature_store `yes`) }} +│ ├── training <- Training folder contains Notebook that trains and registers the model with feature store support. +│ │ +│ ├── feature_engineering <- Feature computation code (Python modules) that implements the feature transforms. +│ │ The output of these transforms get persisted as Feature Store tables. Most development +│ │ work happens here. +│ │ +│ ├── validation <- Optional model validation step before deploying a model. +│ │ +│ ├── monitoring <- Model monitoring, feature monitoring, etc. +│ │ +│ ├── deployment <- Deployment and Batch inference workflows +│ │ │ +│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. +│ │ │ +│ │ ├── model_deployment <- As part of CD workflow, deploy the registered model by assigning it the appropriate alias. +│ │ +│ │ +│ ├── tests <- Unit tests for the ML project, including the modules under `features`. +│ │ +│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. +│ │ +│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow +│ │ +│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow +│ │ +│ ├── feature-engineering-workflow-resource.yml <- ML resource config definition for feature engineering workflow +│ │ +│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment +│ │ +│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow +{{- else }} +│ ├── training <- Folder for model development via MLflow recipes. +│ │ │ +│ │ ├── steps <- MLflow recipe steps (Python modules) implementing ML pipeline logic, e.g. model training and evaluation. Most +│ │ │ development work happens here. See https://mlflow.org/docs/latest/recipes.html for details +│ │ │ +│ │ ├── notebooks <- Databricks notebook that runs the MLflow recipe, i.e. run the logic in `steps`. Used to +│ │ │ drive code execution on Databricks for CI/CD. In most cases, you do not need to modify +│ │ │ the notebook. +│ │ │ +│ │ ├── recipe.yaml <- The main recipe configuration file that declaratively defines the attributes and behavior +│ │ │ of each recipe step, such as the input dataset to use for training a model or the +│ │ │ performance criteria for promoting a model to production. +│ │ │ +│ │ ├── profiles <- Environment-specific (e.g. dev vs test vs prod) configurations for MLflow recipes execution. +│ │ +│ │ +│ ├── validation <- Optional model validation step before deploying a model. +│ │ +│ ├── monitoring <- Model monitoring, feature monitoring, etc. +│ │ +│ ├── deployment <- Model deployment and endpoint deployment. +│ │ │ +│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. +│ │ │ +│ │ ├── model_deployment <- As part of CD workflow, promote model to Production stage in model registry. +│ │ +│ ├── tests <- Unit tests for the ML project, including modules under `steps`. +│ │ +│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. +│ │ +│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow +│ │ +│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow +│ │ +│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment +│ │ +│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow +{{- end }} +{{- end }} +│ +{{- if or (eq .input_cicd_platform `github_actions`) (eq .input_cicd_platform `github_actions_for_github_enterprise_servers`) }} +├── .github <- Configuration folder for CI/CD using GitHub Actions. {{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} The CI/CD workflows deploy ML resources defined in the `./resources/*` folder with databricks CLI bundles.{{ end }} +{{- else if (eq .input_cicd_platform `azure_devops`) }} +├── .azure <- Configuration folder for CI/CD using Azure DevOps Pipelines. {{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} The CI/CD workflows deploy ML resources defined in the `./resources/*` folder with databricks CLI bundles.{{ end }} +{{- else if (eq .input_cicd_platform `gitlab`) }} +├── .gitlab <- Configuration folder for CI/CD using Gitlab Pipelines. {{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} The CI/CD workflows deploy ML resources defined in the `./resources/*` folder with databricks CLI bundles.{{ end }} +{{- end }} +│ +├── docs <- Contains documentation for the repo. +│ +├── cicd.tar.gz <- Contains CI/CD bundle that should be deployed by deploy-cicd.yml to set up CI/CD for projects. +``` + +## Using this repo + +The table below links to detailed docs explaining how to use this repo for different use cases. + +{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} +This project comes with example ML code to train, validate and deploy a regression model to predict NYC taxi fares. +If you're a data scientist just getting started with this repo for a brand new ML project, we recommend +adapting the provided example code to your ML problem. Then making and +testing ML code changes on Databricks or your local machine. Follow the instructions from +the [project README](./{{template `project_name_alphanumeric_underscore` .}}/README.md). +{{ end }} + +When you're ready to deploy production training/inference +pipelines, ask your ops team to follow the [MLOps setup guide](docs/mlops-setup.md) to configure CI/CD and deploy +production ML pipelines. + +After that, follow the [ML pull request guide](docs/ml-pull-request.md) +{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} and [ML resource config guide]({{template `project_name_alphanumeric_underscore` .}}/resources/README.md) {{ end }} to propose, test, and deploy changes to production ML code (e.g. update model parameters) +or pipeline resources (e.g. use a larger instance type for model training) via pull request. + +| Role | Goal | Docs | +|-------------------------------|------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| Data Scientist | Get started writing ML code for a brand new project | {{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[project README](./{{template `project_name_alphanumeric_underscore` .}}/README.md) {{ else }} README when project is initialized {{ end }}| +| MLOps / DevOps | Set up CI/CD for the current ML project | [MLOps setup guide](docs/mlops-setup.md) | +| Data Scientist | Update production ML code (e.g. model training logic) for an existing project | [ML pull request guide](docs/ml-pull-request.md) | +| Data Scientist | Modify production model ML resources, e.g. model training or inference jobs | {{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[ML resource config guide]({{template `project_name_alphanumeric_underscore` .}}/resources/README.md) {{ else }} ML resources README when project is initialized {{ end }} | + +## Setting up CI/CD +This stack comes with a workflow to set up CI/CD for projects that can be found in +{{ if (or (eq .input_cicd_platform `github_actions`) (eq .input_cicd_platform `github_actions_for_github_enterprise_servers`)) }} +`.github/workflows/deploy-cicd.yml`. +{{ else if (eq .input_cicd_platform `azure_devops`)}} +`.azure/devops-pipelines/deploy-cicd.yml`. +{{ else if (eq .input_cicd_platform `gitlab`)}} +`.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml`. +{{ end }} + +To set up CI/CD for projects that were created through MLOps Stacks with the `Project_Only` parameter, +run the above mentioned workflow, specifying the `project_name` as a parameter. For example, for the monorepo case: + +1. Setup your repository by initializing MLOps Stacks via Databricks CLI with the `CICD_and_Project` or `CICD_Only` parameter. +2. Follow the [MLOps Setup Guide](./docs/mlops-setup.md) to setup authentication and get the repo ready for CI/CD. +3. Create a new project by initializing MLOps Stacks again but this time with the `Project_Only` parameter. +4. Run the `deploy-cicd.yml` workflow with the `project_name` parameter set to the name of the project you want to set up CI/CD for. + +{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} +NOTE: This project has already been initialized with an instantiation of the above workflow, so there's no +need to run it again for project `{{.input_project_name}}`. +{{ end -}} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/_params_testing_only.txt.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/_params_testing_only.txt.tmpl new file mode 100644 index 00000000000..465f32a10d6 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/_params_testing_only.txt.tmpl @@ -0,0 +1,23 @@ +input_root_dir={{.input_root_dir}} +input_project_name={{.input_project_name}} +input_cloud={{.input_cloud}} +input_cicd_platform={{.input_cicd_platform}} +input_databricks_staging_workspace_host={{.input_databricks_staging_workspace_host}} +input_databricks_prod_workspace_host={{.input_databricks_prod_workspace_host}} +input_default_branch={{.input_default_branch}} +input_release_branch={{.input_release_branch}} +input_read_user_group={{.input_read_user_group}} +input_include_feature_store={{.input_include_feature_store}} +input_include_mlflow_recipes={{.input_include_mlflow_recipes}} +input_include_models_in_unity_catalog={{.input_include_models_in_unity_catalog}} +input_schema_name={{.input_schema_name}} +input_unity_catalog_read_user_group={{.input_unity_catalog_read_user_group}} +input_inference_table_name={{.input_inference_table_name}} + +databricks_staging_workspace_host={{ template `databricks_staging_workspace_host` . }} +databricks_prod_workspace_host={{ template `databricks_prod_workspace_host` . }} +cloud_specific_node_type_id={{ template `cloud_specific_node_type_id` . }} +model_name={{ template `model_name` . }} 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Platform", + "type": "string" + }, + "input_default_branch": { + "order": 4, + "description": "Default Branch", + "type": "string" + }, + "input_release_branch": { + "order": 5, + "description": "Release Branch", + "type": "string" + }, + "cloud_specific_node_type_id": { + "order": 6, + "description": "Cloud Specific Node Type ID", + "type": "string" + }, + "input_cli_version": { + "order": 7, + "description": "CLI Version", + "type": "string" + }, + "input_test_catalog_name": { + "order": 8, + "type": "string", + "description": "\nName of the Test Unity Catalog", + "default": "test" + }, + "input_staging_catalog_name": { + "order": 9, + "type": "string", + "description": "\nName of the Staging Unity Catalog", + "default": "staging" + }, + "input_prod_catalog_name": { + "order": 10, + "type": "string", + "description": "\nName of the Prod Unity Catalog", + "default": "prod" + }, + "input_project_name": { + "order": 11, + "description": "Project Name", + "type": "string" + }, + "input_include_feature_store": { + "order": 12, + "description": "Use Feature Store (yes) or not (no)", + "type": "string" + } + }, + "success_message" : "\n✨ CICD files for your MLOps Project '{{.input_project_name}}' have been initialized!" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/library/template_variables.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/library/template_variables.tmpl new file mode 100644 index 00000000000..c6dd1db5fa8 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/library/template_variables.tmpl @@ -0,0 +1,8 @@ +# define template variables +{{ define `project_name_alphanumeric_underscore` -}} + {{- (regexp `-`).ReplaceAllString ((regexp `[^A-Za-z0-9_-]`).ReplaceAllString (print .input_project_name) ``) `_` -}} +{{- end }} + +{{ define `cli_version` -}} + {{ .input_cli_version }} +{{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/template/update_layout.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/template/update_layout.tmpl new file mode 100644 index 00000000000..5fe74b9b350 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd/template/update_layout.tmpl @@ -0,0 +1,12 @@ +{{ if (or (eq .input_cicd_platform `github_actions`) (eq .input_cicd_platform `github_actions_for_github_enterprise_servers`)) }} + {{ skip `.azure` }} + {{ skip `.gitlab` }} +{{ else if (eq .input_cicd_platform `azure_devops`) }} + {{ skip `.github` }} + {{ skip `.gitlab` }} +{{ else if (eq .input_cicd_platform `gitlab`) }} + {{ skip `.github` }} + {{ skip `.azure` }} +{{ end }} + +{{ skip `update_layout` }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd_params.json.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd_params.json.tmpl new file mode 100644 index 00000000000..eba55d0490c --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/cicd_params.json.tmpl @@ -0,0 +1,13 @@ +{ + "input_root_dir": "{{ .input_root_dir }}", + "input_cloud": "{{ .input_cloud }}", + "input_cicd_platform": "{{ .input_cicd_platform }}", + "input_default_branch": "{{ .input_default_branch }}", + "input_release_branch": "{{ .input_release_branch }}", + "cloud_specific_node_type_id": "{{template `cli_version` .}}", + "input_cli_version": "{{template `cli_version` .}}", + "test_catalog_name": "{{ .input_test_catalog_name }}", + "staging_catalog_name": "{{ .input_staging_catalog_name }}", + "prod_catalog_name": "{{ .input_prod_catalog_name }}", + "input_docker_image": "{{ .input_docker_image }}" +} diff --git 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'/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path + +# COMMAND ---------- + +# MAGIC %pip install -r ../../requirements.txt + +# COMMAND ---------- + +dbutils.library.restartPython() + +# COMMAND ---------- + +# DBTITLE 1, Notebook arguments +# List of input args needed to run this notebook as a job. +# Provide them via DB widgets or notebook arguments. + +# Notebook Environment +dbutils.widgets.dropdown("env", "staging", ["staging", "prod"], "Environment Name") +env = dbutils.widgets.get("env") + +# Path to the Hive-registered Delta table containing the training data. +dbutils.widgets.text( + "training_data_path", + "/databricks-datasets/nyctaxi-with-zipcodes/subsampled", + label="Path to the training data", +) + +# MLflow experiment name. +dbutils.widgets.text( + "experiment_name", + f"/dev-{{template `experiment_base_name` .}}", + label="MLflow experiment name", +) + +{{- if (eq .input_include_models_in_unity_catalog "no") }} +# MLflow registered model name to use for the trained mode. +dbutils.widgets.text( + "model_name", "dev-{{template `model_name` .}}", label="Model Name" +) + +{{else}} +# Unity Catalog registered model name to use for the trained model. +dbutils.widgets.text( + "model_name", "dev.{{ .input_schema_name }}.{{template `model_name` .}}", label="Full (Three-Level) Model Name" +) + +{{end -}} + +# COMMAND ---------- + +# DBTITLE 1,Define input and output variables +input_table_path = dbutils.widgets.get("training_data_path") +experiment_name = dbutils.widgets.get("experiment_name") +model_name = dbutils.widgets.get("model_name") + +# COMMAND ---------- + +# DBTITLE 1, Set experiment +import mlflow + +mlflow.set_experiment(experiment_name) + +{{- if (eq .input_include_models_in_unity_catalog "yes") }} +mlflow.set_registry_uri('databricks-uc') + +{{end -}} + +# COMMAND ---------- + +# DBTITLE 1, Load raw data +training_df = spark.read.format("delta").load(input_table_path) +training_df.display() + +# COMMAND ---------- + +# DBTITLE 1, Helper function +from mlflow.tracking import MlflowClient +import mlflow.pyfunc + + +def get_latest_model_version(model_name): + latest_version = 1 + mlflow_client = MlflowClient() + for mv in mlflow_client.search_model_versions(f"name='{model_name}'"): + version_int = int(mv.version) + if version_int > latest_version: + latest_version = version_int + return latest_version + + +# COMMAND ---------- + +# MAGIC %md +# MAGIC Train a LightGBM model on the data, then log and register the model with MLflow. + +# COMMAND ---------- + +# DBTITLE 1, Train model +import mlflow +from sklearn.model_selection import train_test_split +import lightgbm as lgb +import mlflow.lightgbm + +# Collect data into a Pandas array for training. Since the timestamp columns would likely +# cause the model to overfit the data, exclude them to avoid training on them. +columns = [col for col in training_df.columns if col not in ['tpep_pickup_datetime', 'tpep_dropoff_datetime']] +data = training_df.toPandas()[columns] + +train, test = train_test_split(data, random_state=123) +X_train = train.drop(["fare_amount"], axis=1) +X_test = test.drop(["fare_amount"], axis=1) +y_train = train.fare_amount +y_test = test.fare_amount + +mlflow.lightgbm.autolog() +train_lgb_dataset = lgb.Dataset(X_train, label=y_train.values) +test_lgb_dataset = lgb.Dataset(X_test, label=y_test.values) + +param = {"num_leaves": 32, "objective": "regression", "metric": "rmse"} +num_rounds = 100 + +# Train a lightGBM model +model = lgb.train(param, train_lgb_dataset, num_rounds) + +# COMMAND ---------- + +# DBTITLE 1, Log model and return output. +# Take the first row of the training dataset as the model input example. +input_example = X_train.iloc[[0]] + +# Log the trained model with MLflow +mlflow.lightgbm.log_model( + model, + artifact_path="lgb_model", + # The signature is automatically inferred from the input example and its predicted output. + input_example=input_example, + registered_model_name=model_name +) + +# The returned model URI is needed by the model deployment notebook. +model_version = get_latest_model_version(model_name) +model_uri = f"models:/{model_name}/{model_version}" +dbutils.jobs.taskValues.set("model_uri", model_uri) +dbutils.jobs.taskValues.set("model_name", model_name) +dbutils.jobs.taskValues.set("model_version", model_version) +dbutils.notebook.exit(model_uri) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithFeatureStore.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithFeatureStore.py.tmpl new file mode 100644 index 00000000000..aa2e35f31f7 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithFeatureStore.py.tmpl @@ -0,0 +1,355 @@ +# Databricks notebook source +################################################################################## +# Model Training Notebook using Databricks Feature Store +# +# This notebook shows an example of a Model Training pipeline using Databricks Feature Store tables. +# It is configured and can be executed as the "Train" task in the model_training_job workflow defined under +# ``{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml`` +# +# Parameters: +# * env (required): - Environment the notebook is run in (staging, or prod). Defaults to "staging". +# * training_data_path (required) - Path to the training data. +# * experiment_name (required) - MLflow experiment name for the training runs. Will be created if it doesn't exist. +{{- if (eq .input_include_models_in_unity_catalog "no") }} +# * model_name (required) - MLflow registered model name to use for the trained model. Will be created if it +# * doesn't exist. +{{else}} +# * model_name (required) - Three-level name (..) to register the trained model in Unity Catalog. +# +{{end -}} +################################################################################## + +# COMMAND ---------- + +# MAGIC %load_ext autoreload +# MAGIC %autoreload 2 + +# COMMAND ---------- + +import os +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path + +# COMMAND ---------- + +# MAGIC %pip install -r ../../requirements.txt + +# COMMAND ---------- + +dbutils.library.restartPython() + +# COMMAND ---------- + +# DBTITLE 1, Notebook arguments +# List of input args needed to run this notebook as a job. +# Provide them via DB widgets or notebook arguments. + +# Notebook Environment +dbutils.widgets.dropdown("env", "staging", ["staging", "prod"], "Environment Name") +env = dbutils.widgets.get("env") + +# Path to the Hive-registered Delta table containing the training data. +dbutils.widgets.text( + "training_data_path", + "/databricks-datasets/nyctaxi-with-zipcodes/subsampled", + label="Path to the training data", +) + +# MLflow experiment name. +dbutils.widgets.text( + "experiment_name", + f"/dev-{{template `experiment_base_name` .}}", + label="MLflow experiment name", +) + +{{ if (eq .input_include_models_in_unity_catalog `no`) }} +# MLflow registered model name to use for the trained mode. +dbutils.widgets.text( + "model_name", "dev-{{template `model_name` .}}", label="Model Name" +){{ else }} +# Unity Catalog registered model name to use for the trained mode. +dbutils.widgets.text( + "model_name", "dev.{{ .input_schema_name }}.{{template `model_name` .}}", label="Full (Three-Level) Model Name" +){{ end }} + +# Pickup features table name +dbutils.widgets.text( + "pickup_features_table", + {{ if (eq .input_include_models_in_unity_catalog `no`) }}"feature_store_taxi_example.trip_pickup_features", + {{- else -}}"dev.{{ .input_schema_name }}.trip_pickup_features",{{ end }} + label="Pickup Features Table", +) + +# Dropoff features table name +dbutils.widgets.text( + "dropoff_features_table", + {{ if (eq .input_include_models_in_unity_catalog `no`) }}"feature_store_taxi_example.trip_dropoff_features", + {{- else -}}"dev.{{ .input_schema_name }}.trip_dropoff_features",{{ end }} + label="Dropoff Features Table", +) + +# COMMAND ---------- + +# DBTITLE 1,Define input and output variables +input_table_path = dbutils.widgets.get("training_data_path") +experiment_name = dbutils.widgets.get("experiment_name") +model_name = dbutils.widgets.get("model_name") + +# COMMAND ---------- + +# DBTITLE 1, Set experiment +import mlflow + +mlflow.set_experiment(experiment_name) +{{ if (eq .input_include_models_in_unity_catalog `yes`) }}mlflow.set_registry_uri('databricks-uc'){{ end }} + +# COMMAND ---------- + +# DBTITLE 1, Load raw data +raw_data = spark.read.format("delta").load(input_table_path) +raw_data.display() + +# COMMAND ---------- + +# DBTITLE 1, Helper functions +from datetime import timedelta, timezone +import math +import mlflow.pyfunc +import pyspark.sql.functions as F +from pyspark.sql.types import IntegerType + + +def rounded_unix_timestamp(dt, num_minutes=15): + """ + Ceilings datetime dt to interval num_minutes, then returns the unix timestamp. + """ + nsecs = dt.minute * 60 + dt.second + dt.microsecond * 1e-6 + delta = math.ceil(nsecs / (60 * num_minutes)) * (60 * num_minutes) - nsecs + return int((dt + timedelta(seconds=delta)).replace(tzinfo=timezone.utc).timestamp()) + + +rounded_unix_timestamp_udf = F.udf(rounded_unix_timestamp, IntegerType()) + + +def rounded_taxi_data(taxi_data_df): + # Round the taxi data timestamp to 15 and 30 minute intervals so we can join with the pickup and dropoff features + # respectively. + taxi_data_df = ( + taxi_data_df.withColumn( + "rounded_pickup_datetime", + F.to_timestamp( + rounded_unix_timestamp_udf( + taxi_data_df["tpep_pickup_datetime"], F.lit(15) + ) + ), + ) + .withColumn( + "rounded_dropoff_datetime", + F.to_timestamp( + rounded_unix_timestamp_udf( + taxi_data_df["tpep_dropoff_datetime"], F.lit(30) + ) + ), + ) + .drop("tpep_pickup_datetime") + .drop("tpep_dropoff_datetime") + ) + taxi_data_df.createOrReplaceTempView("taxi_data") + return taxi_data_df + + +def get_latest_model_version(model_name): + latest_version = 1 + mlflow_client = MlflowClient() + for mv in mlflow_client.search_model_versions(f"name='{model_name}'"): + version_int = int(mv.version) + if version_int > latest_version: + latest_version = version_int + return latest_version + + +# COMMAND ---------- + +# DBTITLE 1, Read taxi data for training +taxi_data = rounded_taxi_data(raw_data) +taxi_data.display() + +# COMMAND ---------- + +# DBTITLE 1, Create FeatureLookups +{{- if (eq .input_include_models_in_unity_catalog `no`) }} +from databricks.feature_store import FeatureLookup +import mlflow + +pickup_features_table = dbutils.widgets.get("pickup_features_table") +dropoff_features_table = dbutils.widgets.get("dropoff_features_table") + +pickup_feature_lookups = [ + FeatureLookup( + table_name=pickup_features_table, + feature_names=[ + "mean_fare_window_1h_pickup_zip", + "count_trips_window_1h_pickup_zip", + ], + lookup_key=["pickup_zip"], + timestamp_lookup_key=["rounded_pickup_datetime"], + ), +] + +dropoff_feature_lookups = [ + FeatureLookup( + table_name=dropoff_features_table, + feature_names=["count_trips_window_30m_dropoff_zip", "dropoff_is_weekend"], + lookup_key=["dropoff_zip"], + timestamp_lookup_key=["rounded_dropoff_datetime"], + ), +]{{ else }} +from databricks.feature_engineering import FeatureLookup +import mlflow + +pickup_features_table = dbutils.widgets.get("pickup_features_table") +dropoff_features_table = dbutils.widgets.get("dropoff_features_table") + +pickup_feature_lookups = [ + FeatureLookup( + table_name=pickup_features_table, + feature_names=[ + "mean_fare_window_1h_pickup_zip", + "count_trips_window_1h_pickup_zip", + ], + lookup_key=["pickup_zip"], + timestamp_lookup_key=["rounded_pickup_datetime"], + ), +] + +dropoff_feature_lookups = [ + FeatureLookup( + table_name=dropoff_features_table, + feature_names=["count_trips_window_30m_dropoff_zip", "dropoff_is_weekend"], + lookup_key=["dropoff_zip"], + timestamp_lookup_key=["rounded_dropoff_datetime"], + ), +]{{ end }} + +# COMMAND ---------- + +# DBTITLE 1, Create Training Dataset +{{ if (eq .input_include_models_in_unity_catalog `no`) }} +from databricks import feature_store + +# End any existing runs (in the case this notebook is being run for a second time) +mlflow.end_run() + +# Start an mlflow run, which is needed for the feature store to log the model +mlflow.start_run() + +# Since the rounded timestamp columns would likely cause the model to overfit the data +# unless additional feature engineering was performed, exclude them to avoid training on them. +exclude_columns = ["rounded_pickup_datetime", "rounded_dropoff_datetime"] + +fs = feature_store.FeatureStoreClient() + +# Create the training set that includes the raw input data merged with corresponding features from both feature tables +training_set = fs.create_training_set( + taxi_data, + feature_lookups=pickup_feature_lookups + dropoff_feature_lookups, + label="fare_amount", + exclude_columns=exclude_columns, +) +{{ else }} +from databricks.feature_engineering import FeatureEngineeringClient + +# End any existing runs (in the case this notebook is being run for a second time) +mlflow.end_run() + +# Start an mlflow run, which is needed for the feature store to log the model +mlflow.start_run() + +# Since the rounded timestamp columns would likely cause the model to overfit the data +# unless additional feature engineering was performed, exclude them to avoid training on them. +exclude_columns = ["rounded_pickup_datetime", "rounded_dropoff_datetime"] + +fe = FeatureEngineeringClient() + +# Create the training set that includes the raw input data merged with corresponding features from both feature tables +training_set = fe.create_training_set( + df=taxi_data, # specify the df + feature_lookups=pickup_feature_lookups + dropoff_feature_lookups, + # both features need to be available; defined in GenerateAndWriteFeatures &/or feature-engineering-workflow-resource.yml + label="fare_amount", + exclude_columns=exclude_columns, +) +{{ end }} + +# Load the TrainingSet into a dataframe which can be passed into sklearn for training a model +training_df = training_set.load_df() + +# COMMAND ---------- + +# Display the training dataframe, and note that it contains both the raw input data and the features from the Feature Store, like `dropoff_is_weekend` +training_df.display() + +# COMMAND ---------- + +# MAGIC %md +# MAGIC Train a LightGBM model on the data returned by `TrainingSet.to_df`, then log the model with `FeatureStoreClient.log_model`. The model will be packaged with feature metadata. + +# COMMAND ---------- + +# DBTITLE 1, Train model +import lightgbm as lgb +from sklearn.model_selection import train_test_split +import mlflow.lightgbm +from mlflow.tracking import MlflowClient + + +features_and_label = training_df.columns + +# Collect data into a Pandas array for training +data = training_df.toPandas()[features_and_label] + +train, test = train_test_split(data, random_state=123) +X_train = train.drop(["fare_amount"], axis=1) +X_test = test.drop(["fare_amount"], axis=1) +y_train = train.fare_amount +y_test = test.fare_amount + +mlflow.lightgbm.autolog() +train_lgb_dataset = lgb.Dataset(X_train, label=y_train.values) +test_lgb_dataset = lgb.Dataset(X_test, label=y_test.values) + +param = {"num_leaves": 32, "objective": "regression", "metric": "rmse"} +num_rounds = 100 + +# Train a lightGBM model +model = lgb.train(param, train_lgb_dataset, num_rounds) + +# COMMAND ---------- + +# DBTITLE 1, Log model and return output. +{{- if (eq .input_include_models_in_unity_catalog `no`) }} +# Log the trained model with MLflow and package it with feature lookup information. +fs.log_model( + model=model, #specify model + artifact_path="model_packaged", + flavor=mlflow.lightgbm, + training_set=training_set, + registered_model_name=model_name, +){{ else }} +# Log the trained model with MLflow and package it with feature lookup information. +fe.log_model( + model=model, #specify model + artifact_path="model_packaged", + flavor=mlflow.lightgbm, + training_set=training_set, + registered_model_name=model_name, +) +{{ end }} + +# The returned model URI is needed by the model deployment notebook. +model_version = get_latest_model_version(model_name) +model_uri = f"models:/{model_name}/{model_version}" +dbutils.jobs.taskValues.set("model_uri", model_uri) +dbutils.jobs.taskValues.set("model_name", model_name) +dbutils.jobs.taskValues.set("model_version", model_version) +dbutils.notebook.exit(model_uri) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py.tmpl new file mode 100644 index 00000000000..c06cc6c44b9 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py.tmpl @@ -0,0 +1,140 @@ +# Databricks notebook source +################################################################################## +# Model Training Notebook +## +# This notebook runs the MLflow Regression Recipe to train and registers an MLflow model in the model registry. +# It is configured and can be executed as the "Train" task in the model_training_job workflow defined under +# ``{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml`` +# +# NOTE: In general, we recommend that you do not modify this notebook directly, and instead update data-loading +# and model training logic in Python modules under the `steps` directory. +# Modifying this notebook can break model training CI/CD. +# +# However, if you do need to make changes (e.g. to remove the use of MLflow Recipes APIs), +# be sure to preserve the following interface expected by CI and the production model training job: +# +# Parameters: +# +# * env (optional): Name of the environment the notebook is run in (test, staging, or prod). +# You can add environment-specific logic to this notebook based on the value of this parameter, +# e.g. read training data from different tables or data sources across environments. +# The `databricks-dev` profile will be used if users manually run the notebook. +# The `databricks-test` profile will be used during CI test runs. +# This separates the potentially many runs/models logged during integration tests from +# runs/models produced by staging/production model training jobs. You can use the value of this +# parameter to further customize the behavior of this notebook based on whether it's running as +# a test or for recurring model training in staging/production. +# +# +# Return values: +# * model_uri: The notebook must return the URI of the registered model as notebook output specified through +# dbutils.notebook.exit() AND as a task value with key "model_uri" specified through +# dbutils.jobs.taskValues(...), for use by downstream notebooks. +# +# For details on MLflow Recipes and the individual split, transform, train etc steps below, including usage examples, +# see the Regression Recipe overview documentation: https://mlflow.org/docs/latest/recipes.html +# and Regression Recipes API documentation: https://mlflow.org/docs/latest/python_api/mlflow.recipes.html +################################################################################## + +# COMMAND ---------- +# MAGIC %load_ext autoreload +# MAGIC %autoreload 2 + +# COMMAND ---------- + +import os +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path + +# COMMAND ---------- + +# MAGIC %pip install -r ../../requirements.txt + +# COMMAND ---------- + +dbutils.library.restartPython() + +# COMMAND ---------- + +import os +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path +%cd ../ + +# COMMAND ---------- + +from mlflow.recipes import Recipe + +try: + # Profile from databricks workflow input will be used. + env = dbutils.widgets.get("env") + profile = f"databricks-{env}" +except: + # When the users manually run the notebook, we use the "databricks-dev" profile instead of staging, prod or test. + profile = "databricks-dev" + +# COMMAND ---------- + +from mlflow.recipes.utils import ( + get_recipe_config, + get_recipe_root_path, +) + +root_path = get_recipe_root_path() +config = get_recipe_config(root_path, profile) +if config['experiment']['name'].startswith(f"/{env}-{{template `experiment_base_name` .}}"): + print("WARNING: The experiment name may not have been set correctly. Please confirm that the experiment name in the profile YAML file matches the experiment_name variable in {{template `project_name_alphanumeric_underscore` .}}/databricks.yml.") + +# COMMAND ---------- + +r = Recipe(profile=profile) + +# COMMAND ---------- + +r.clean() + +# COMMAND ---------- + +r.inspect() + +# COMMAND ---------- + +r.run("ingest") + +# COMMAND ---------- + +r.run("split") + +# COMMAND ---------- + +r.run("transform") + +# COMMAND ---------- + +r.run("train") + +# COMMAND ---------- + +r.run("evaluate") + +# COMMAND ---------- + +r.run("register") + +# COMMAND ---------- + +r.inspect("train") + +# COMMAND ---------- + +test_data = r.get_artifact("test_data") +test_data.describe() + +# COMMAND ---------- + +model_version = r.get_artifact("registered_model_version") +model_uri = f"models:/{model_version.name}/{model_version.version}" +dbutils.jobs.taskValues.set("model_uri", model_uri) +dbutils.jobs.taskValues.set("model_name", model_version.name) +dbutils.jobs.taskValues.set("model_version", model_version.version) +dbutils.notebook.exit(model_uri) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml.tmpl new file mode 100644 index 00000000000..b8225b3eea8 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml.tmpl @@ -0,0 +1,41 @@ +# This profile contains config overrides for model development on Databricks +experiment: + # The name of the experiment to use during training or model validation in dev deployment target. + # TODO: This value must be the same as experiment_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for dev deployment target. + name: /dev-{{template `experiment_base_name` .}} + +# Set the registry server URI. This property is especially useful if you have a registry +# server that’s different from the tracking server. +model_registry: + # Specify the MLflow registered model name under which to register model versions + # This value must be the same as model_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for dev deployment target. + model_name: dev-{{template `model_name` .}} + +# Override the default train / validation / test dataset split ratios +SPLIT_RATIOS: [0.75, 0.125, 0.125] + +INGEST_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: update this field to point to the path to your model training dataset on the Databricks workspace + # you use for development + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +INGEST_SCORING_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: Specify the name/path of the input table for batch inference in your dev workspace here + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +PREDICT_OUTPUT_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step + # Specify the output format of the batch scoring predict step + using: table + # TODO: Specify the name of the output table for batch inference in your dev workspace here + location: "{{ .input_project_name }}_batch_scoring" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml.tmpl new file mode 100644 index 00000000000..bab5e6f1eab --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml.tmpl @@ -0,0 +1,39 @@ +experiment: + # The name of the experiment to use during training or model validation in prod deployment target. + # TODO: This value must be the same as experiment_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for prod deployment target. + name: /prod-{{template `experiment_base_name` .}} + +# Set the registry server URI. This property is especially useful if you have a registry +# server that’s different from the tracking server. +model_registry: + # The MLflow registered model name under which to register model versions + # This value must be the same as model_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for prod deployment target. + model_name: prod-{{template `model_name` .}} + +# Override the default train / validation / test dataset split ratios +SPLIT_RATIOS: [0.75, 0.125, 0.125] + +INGEST_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: update this field to point to the path to your model training dataset on your production Databricks workspace + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +INGEST_SCORING_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: Specify the name/path of the input table for batch inference in your prod workspace here + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +PREDICT_OUTPUT_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step + # Specify the output format of the batch scoring predict step + using: table + # TODO: Specify the name of the output table for batch inference in your prod workspace here + location: "{{ .input_project_name }}_batch_scoring" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml.tmpl new file mode 100644 index 00000000000..0102f233563 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml.tmpl @@ -0,0 +1,41 @@ +experiment: + # The name of the experiment to use during training or model validation in staging deployment target. + # TODO: This value must be the same as experiment_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for staging deployment target. + name: /staging-{{template `experiment_base_name` .}} + +# Set the registry server URI. This property is especially useful if you have a registry +# server that’s different from the tracking server. +model_registry: + # The MLflow registered model name under which to register model versions + # This value must be the same as model_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for staging deployment target. + model_name: staging-{{template `model_name` .}} + +# Override the default train / validation / test dataset split ratios +SPLIT_RATIOS: [0.75, 0.125, 0.125] + +INGEST_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: update this field to point to the path to your model training dataset on your staging Databricks workspace, + # to be used in the staging instance of your ML jobs. For example, you may want to create a downsampled version of your + # full production dataset and specify its path here. + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +INGEST_SCORING_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: Specify the name/path of the input table for batch inference in your staging workspace here + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +PREDICT_OUTPUT_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step + # Specify the output format of the batch scoring predict step + using: table + # TODO: Specify the name of the output table for batch inference in your prod workspace here + location: "{{ .input_project_name }}_batch_scoring" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml.tmpl new file mode 100644 index 00000000000..4b5171cd2c3 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml.tmpl @@ -0,0 +1,42 @@ +experiment: + # The name of the experiment to use during training or model validation in test deployment target. + # TODO: This value must be the same as experiment_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for test deployment target. + name: /test-{{template `experiment_base_name` .}} + +# Set the registry server URI. This property is especially useful if you have a registry +# server that’s different from the tracking server. +model_registry: + # Specifies the name of the Registered Model to use when registering a trained model to + # the MLflow Model Registry + # This value must be the same as model_name defined in + # {{template `project_name_alphanumeric_underscore` .}}/databricks.yml for test deployment target. + model_name: test-{{template `model_name` .}} + +# Override the default train / validation / test dataset split ratios +SPLIT_RATIOS: [0.75, 0.125, 0.125] + +INGEST_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: update this field to point to the path to your model training dataset on your staging Databricks workspace, + # to be used in tests. For example, you may want to create a down-sampled version of your full production dataset + # and specify its path here. + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +INGEST_SCORING_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring + # TODO: Specify the format of the dataset + using: spark_sql + # TODO: Specify the name/path of the input table for batch inference tests here + sql: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + loader_method: load_file_as_dataframe + +PREDICT_OUTPUT_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step + # Specify the output format of the batch scoring predict step + using: table + # TODO: Specify the name of the output table for batch inference in tests here + location: "{{ .input_project_name }}_batch_scoring_test" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/local.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/local.yaml.tmpl new file mode 100644 index 00000000000..55c886bc1e4 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/profiles/local.yaml.tmpl @@ -0,0 +1,38 @@ +experiment: + name: "/Shared/{{ .input_project_name }}" + tracking_uri: "sqlite:///mlruns.db" + artifact_location: "./mlruns" + +model_registry: + # Specifies the name of the Registered Model to use when registering a trained model to + # the MLflow Model Registry + model_name: {{`{{`}}MODEL_NAME|default('{{ .input_project_name }}_model'){{`}}`}} + +# Override the default train / validation / test dataset split ratios +SPLIT_RATIOS: [0.80, 0.10, 0.10] + +INGEST_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#ingest-step + # TODO: Specify the format of the dataset + using: parquet + # TODO: update this field to point to a local filesystem path containing e.g. a sample of your model training + # dataset for local development. + location: "../data/sample.parquet" + loader_method: load_file_as_dataframe + +INGEST_SCORING_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#batch-scoring + # Use a larger section of the TLC Trip Record Dataset for the batch scoring feature + # Specify the format of the dataset + using: parquet + # TODO: update this field to point to a local filesystem path containing e.g. a sample of your input dataset + # for batch inference + location: "../data/sample.parquet" + loader_method: load_file_as_dataframe + +PREDICT_OUTPUT_CONFIG: + # For different options please read: https://github.com/mlflow/recipes-regression-template#predict-step + # Specify the output format of the batch scoring predict step + using: parquet + # Specify the output location of the batch scoring predict step + location: "./data/sample_output.parquet" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/recipe.yaml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/recipe.yaml.tmpl new file mode 100644 index 00000000000..c1194e9bfbb --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/recipe.yaml.tmpl @@ -0,0 +1,58 @@ +# `recipe.yaml` is the main configuration file for an MLflow Recipe. +# Required recipe parameters should be defined in this file with either concrete values or +# variables such as {{`{{ INGEST_DATA_LOCATION }}.`}} + +# Variables must be dereferenced in a profile YAML file, located under `profiles/`. +# See `profiles/local.yaml` for example usage. One may switch among profiles quickly by +# providing a profile name such as `local` in the Recipe object constructor: +# `r = Recipe(profile="local")` +# +# NOTE: YAML does not support tabs for indentation. Please use spaces and ensure that all YAML +# files are properly formatted. + +recipe: "regression/v1" +# Specifies the name of the column containing targets / labels for model training and evaluation +target_col: "fare_amount" +# Sets the primary metric to use to evaluate model performance. This primary metric is used +# to sort MLflow Runs corresponding to the recipe in the MLflow Tracking UI +primary_metric: "root_mean_squared_error" +steps: + ingest: {{`{{INGEST_CONFIG}}`}} + split: + # Train/validation/test split ratios + split_ratios: {{`{{SPLIT_RATIOS|default([0.75, 0.125, 0.125])}}`}} + # Specifies the method to use to perform additional processing and cleaning on split datasets + post_split_method: process_splits + transform: + # Specifies the method that defines the data transformations to apply during model inference + transformer_method: transformer_fn + train: + # Specifies the method that defines the estimator type and parameters to use for model training + using: custom + estimator_method: estimator_fn + evaluate: + # Sets performance thresholds that a trained model must meet in order to be eligible for + # registration to the MLflow Model Registry + # TODO: specify pre-deployment validation criteria to apply to fitted models here + validation_criteria: + - metric: root_mean_squared_error + threshold: 10 + - metric: mean_absolute_error + threshold: 50 + - metric: weighted_mean_squared_error + threshold: 20 + register: + # Indicates whether or not a model that fails to meet performance thresholds should still + # be registered to the MLflow Model Registry + allow_non_validated_model: false + ingest_scoring: {{`{{INGEST_SCORING_CONFIG}}`}} + predict: + output: {{`{{PREDICT_OUTPUT_CONFIG}}`}} + # model_uri: "models/model.pkl" +# Defines custom performance metrics to compute during model training and evaluation +# TODO: specify custom metrics for model training here, or remove them if not applicable +custom_metrics: + - name: weighted_mean_squared_error + # Specifies the name of the function in `steps/custom_metrics.py` to use to compute the metric + function: weighted_mean_squared_error + greater_is_better: False diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/custom_metrics.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/custom_metrics.py.tmpl new file mode 100644 index 00000000000..23d5eb25f91 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/custom_metrics.py.tmpl @@ -0,0 +1,47 @@ +""" +This module defines custom metric functions that are invoked during the 'train' and 'evaluate' +steps to provide model performance insights. Custom metric functions defined in this module are +referenced in the ``metrics`` section of ``recipe.yaml``, for example: + +.. code-block:: yaml + :caption: Example custom metrics definition in ``recipe.yaml`` + + metrics: + custom: + - name: weighted_mean_squared_error + function: weighted_mean_squared_error + greater_is_better: False +""" + +from typing import Dict + +from pandas import DataFrame +from sklearn.metrics import mean_squared_error + + +def weighted_mean_squared_error( + eval_df: DataFrame, + builtin_metrics: Dict[str, int], # pylint: disable=unused-argument +) -> int: + """ + Computes the weighted mean squared error (MSE) metric. + + :param eval_df: A Pandas DataFrame containing the following columns: + + - ``"prediction"``: Predictions produced by submitting input data to the model. + - ``"target"``: Ground truth values corresponding to the input data. + + :param builtin_metrics: A dictionary containing the built-in metrics that are calculated + automatically during model evaluation. The keys are the names of the + metrics and the values are the scalar values of the metrics. For more + information, see + https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate. + :return: A single-entry dictionary containing the MSE metric. The key is the metric name and + the value is the scalar metric value. Note that custom metric functions can return + dictionaries with multiple metric entries as well. + """ + return mean_squared_error( + eval_df["prediction"], + eval_df["target"], + sample_weight=1 / eval_df["prediction"].values, + ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/ingest.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/ingest.py.tmpl new file mode 100644 index 00000000000..7dfa89fcace --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/ingest.py.tmpl @@ -0,0 +1,40 @@ +""" +This module defines the following routines used by the 'ingest' step of the regression recipe: + +- ``load_file_as_dataframe``: Defines customizable logic for parsing dataset formats that are not + natively parsed by MLflow Recipes (i.e. formats other than Parquet, Delta, and Spark SQL). +""" + +import logging + +from pandas import DataFrame + +_logger = logging.getLogger(__name__) + + +def load_file_as_dataframe(file_path: str, file_format: str) -> DataFrame: + """ + Load content from the specified dataset file as a Pandas DataFrame. + + This method is used to load dataset types that are not natively managed by MLflow Recipes + (datasets that are not in Parquet, Delta Table, or Spark SQL Table format). This method is + called once for each file in the dataset, and MLflow Recipes automatically combines the + resulting DataFrames together. + + :param file_path: The path to the dataset file. + :param file_format: The file format string, such as "csv". + :return: A Pandas DataFrame representing the content of the specified file. + """ + + if file_format == "csv": + import pandas + + _logger.warning( + "Loading dataset CSV using `pandas.read_csv()` with default arguments and assumed index" + " column 0 which may not produce the desired schema. If the schema is not correct, you" + " can adjust it by modifying the `load_file_as_dataframe()` function in" + " `steps/ingest.py`" + ) + return pandas.read_csv(file_path, index_col=0) + else: + raise NotImplementedError diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/split.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/split.py.tmpl new file mode 100644 index 00000000000..5fa7f9264a4 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/split.py.tmpl @@ -0,0 +1,37 @@ +""" +This module defines the following routines used by the 'split' step of the regression recipe: + +- ``process_splits``: Defines customizable logic for processing & cleaning the training, validation, + and test datasets produced by the data splitting procedure. +""" + +from pandas import DataFrame + + +def process_splits( + train_df: DataFrame, validation_df: DataFrame, test_df: DataFrame +) -> (DataFrame, DataFrame, DataFrame): + """ + Perform additional processing on the split datasets. + + :param train_df: The training dataset produced by the data splitting procedure. + :param validation_df: The validation dataset produced by the data splitting procedure. + :param test_df: The test dataset produced by the data splitting procedure. + :return: A tuple containing, in order: the processed training dataset, the processed + validation dataset, and the processed test dataset. + """ + + def process(df: DataFrame): + # Drop invalid data points + cleaned = df.dropna() + # Filter out invalid fare amounts and trip distance + cleaned = cleaned[ + (cleaned["fare_amount"] > 0) + & (cleaned["trip_distance"] < 400) + & (cleaned["trip_distance"] > 0) + & (cleaned["fare_amount"] < 1000) + ] + + return cleaned + + return process(train_df), process(validation_df), process(test_df) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/train.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/train.py.tmpl new file mode 100644 index 00000000000..c61b2bd87c4 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/train.py.tmpl @@ -0,0 +1,17 @@ +""" +This module defines the following routines used by the 'train' step of the regression recipe: + +- ``estimator_fn``: Defines the customizable estimator type and parameters that are used + during training to produce a model pipeline. +""" + + +def estimator_fn(): + """ + Returns an *unfitted* estimator that defines ``fit()`` and ``predict()`` methods. + The estimator's input and output signatures should be compatible with scikit-learn + estimators. + """ + from sklearn.linear_model import SGDRegressor + + return SGDRegressor(random_state=42) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/transform.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/transform.py.tmpl new file mode 100644 index 00000000000..5e1869875c8 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/steps/transform.py.tmpl @@ -0,0 +1,62 @@ +""" +This module defines the following routines used by the 'transform' step of the regression recipe: + +- ``transformer_fn``: Defines customizable logic for transforming input data before it is passed + to the estimator during model inference. +""" + +from pandas import DataFrame +from sklearn.compose import ColumnTransformer +from sklearn.pipeline import Pipeline +from sklearn.preprocessing import OneHotEncoder, StandardScaler, FunctionTransformer + + +def calculate_features(df: DataFrame): + """ + Extend the input dataframe with pickup day of week and hour, and trip duration. + Drop the now-unneeded pickup datetime and dropoff datetime columns. + """ + df["pickup_dow"] = df["tpep_pickup_datetime"].dt.dayofweek + df["pickup_hour"] = df["tpep_pickup_datetime"].dt.hour + trip_duration = df["tpep_dropoff_datetime"] - df["tpep_pickup_datetime"] + df["trip_duration"] = trip_duration.map(lambda x: x.total_seconds() / 60) + df.drop(columns=["tpep_pickup_datetime", "tpep_dropoff_datetime"], inplace=True) + return df + + +def transformer_fn(): + """ + Returns an *unfitted* transformer that defines ``fit()`` and ``transform()`` methods. + The transformer's input and output signatures should be compatible with scikit-learn + transformers. + """ + return Pipeline( + steps=[ + ( + "calculate_time_and_duration_features", + FunctionTransformer(calculate_features, feature_names_out="one-to-one"), + ), + ( + "encoder", + ColumnTransformer( + transformers=[ + ( + "hour_encoder", + OneHotEncoder(categories="auto", sparse_output=False), + ["pickup_hour"], + ), + ( + "day_encoder", + OneHotEncoder(categories="auto", sparse_output=False), + ["pickup_dow"], + ), + ( + "std_scaler", + StandardScaler(), + ["trip_distance", "trip_duration"], + ), + ] + ), + ), + ] + ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/utils.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/utils.py.tmpl new file mode 100644 index 00000000000..b963ba0b22b --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/utils.py.tmpl @@ -0,0 +1,21 @@ +"""This module contains utils shared between different notebooks""" + +def get_deployed_model_stage_for_env(env): + """ + Get the model version stage under which the latest deployed model version can be found + for the current environment + :param env: Current environment + :return: Model version stage + """ + # For a registered model version to be served, it needs to be in either the Staging or Production + # model registry stage + # ({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "machine-learning/manage-model-lifecycle/workspace-model-registry.html")) }}). + # For models in dev and staging environments, we deploy the model to the "Staging" stage, and in prod we deploy to the + # "Production" stage + _MODEL_STAGE_FOR_ENV = { + "dev": "Staging", + "staging": "Staging", + "prod": "Production", + "test": "Production", + } + return _MODEL_STAGE_FOR_ENV[env] diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/README.md.tmpl new file mode 100644 index 00000000000..e5a6fec8236 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/README.md.tmpl @@ -0,0 +1,2 @@ +# Model Validation +To enable model validation as part of scheduled databricks workflow, please refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../resources/README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/notebooks/ModelValidation.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/notebooks/ModelValidation.py.tmpl new file mode 100644 index 00000000000..c2852616c65 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/notebooks/ModelValidation.py.tmpl @@ -0,0 +1,405 @@ +# Databricks notebook source +################################################################################## +# Model Validation Notebook +## +# This notebook uses mlflow model validation API to run mode validation after training and registering a model +# in model registry, before deploying it to the {{- if (eq .input_include_models_in_unity_catalog "no") }}"Production" stage{{else}} "champion" alias{{end -}}. +# +# It runs as part of CD and by an automated model training job -> validation -> deployment job defined under ``{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml`` +# +# +# Parameters: +# +# * env - Name of the environment the notebook is run in (staging, or prod). Defaults to "prod". +# * `run_mode` - The `run_mode` defines whether model validation is enabled or not. It can be one of the three values: +# * `disabled` : Do not run the model validation notebook. +# * `dry_run` : Run the model validation notebook. Ignore failed model validation rules and proceed to move +# model to the {{- if (eq .input_include_models_in_unity_catalog "no") }}"Production" stage{{else}} "champion" alias{{end -}}. +# * `enabled` : Run the model validation notebook. Move model to the {{- if (eq .input_include_models_in_unity_catalog "no") }} "Production" stage {{else}} "champion" alias {{end -}} only if all model validation +# rules are passing. +{{- if (eq .input_include_models_in_unity_catalog "no") }} +# * enable_baseline_comparison - Whether to load the current registered "Production" stage model as baseline. +{{else}} +# * enable_baseline_comparison - Whether to load the current registered "champion" model as baseline. +{{end -}} +# Baseline model is a requirement for relative change and absolute change validation thresholds. +# * validation_input - Validation input. Please refer to data parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate +{{ if (eq .input_include_mlflow_recipes `no`) }}# * model_type - A string describing the model type. The model type can be either "regressor" and "classifier". +# Please refer to model_type parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate +# * targets - The string name of a column from data that contains evaluation labels. +# Please refer to targets parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate{{ end }} +# * custom_metrics_loader_function - Specifies the name of the function in {{ .input_project_name }}/validation/validation.py that returns custom metrics. +# * validation_thresholds_loader_function - Specifies the name of the function in {{ .input_project_name }}/validation/validation.py that returns model validation thresholds. +# +# For details on mlflow evaluate API, see doc https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate +# For details and examples about performing model validation, see the Model Validation documentation https://mlflow.org/docs/latest/models.html#model-validation +# +################################################################################## + +# COMMAND ---------- + +# MAGIC %load_ext autoreload +# MAGIC %autoreload 2 + +# COMMAND ---------- + +import os +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path + +# COMMAND ---------- + +# MAGIC %pip install -r ../../requirements.txt + +# COMMAND ---------- + +dbutils.library.restartPython() + +# COMMAND ---------- + +import os +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path +%cd ../ + +# COMMAND ---------- + +{{ if (eq .input_include_mlflow_recipes `yes`) }}dbutils.widgets.dropdown( + "env", "prod", ["staging", "prod"], "Environment(for input data)" +){{ end -}} +dbutils.widgets.text( + "experiment_name", + "/dev-{{template `experiment_base_name` .}}", + "Experiment Name", +) +dbutils.widgets.dropdown("run_mode", "disabled", ["disabled", "dry_run", "enabled"], "Run Mode") +dbutils.widgets.dropdown("enable_baseline_comparison", "false", ["true", "false"], "Enable Baseline Comparison") +dbutils.widgets.text("validation_input", "SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled`", "Validation Input") +{{ if (eq .input_include_mlflow_recipes `no`) }} +dbutils.widgets.text("model_type", "regressor", "Model Type") +dbutils.widgets.text("targets", "fare_amount", "Targets"){{ end }} +dbutils.widgets.text("custom_metrics_loader_function", "custom_metrics", "Custom Metrics Loader Function") +dbutils.widgets.text("validation_thresholds_loader_function", "validation_thresholds", "Validation Thresholds Loader Function") +dbutils.widgets.text("evaluator_config_loader_function", "evaluator_config", "Evaluator Config Loader Function") +{{- if (eq .input_include_models_in_unity_catalog "no") }} +dbutils.widgets.text("model_name", "dev-{{template `model_name` .}}", "Model Name") +{{else}} +dbutils.widgets.text("model_name", "dev.{{ .input_schema_name }}.{{template `model_name` .}}", "Full (Three-Level) Model Name") +{{end -}} +dbutils.widgets.text("model_version", "", "Candidate Model Version") + +# COMMAND ---------- +run_mode = dbutils.widgets.get("run_mode").lower() +assert run_mode == "disabled" or run_mode == "dry_run" or run_mode == "enabled" + +if run_mode == "disabled": + print( + "Model validation is in DISABLED mode. Exit model validation without blocking model deployment." + ) + dbutils.notebook.exit(0) +dry_run = run_mode == "dry_run" + +if dry_run: + print( + "Model validation is in DRY_RUN mode. Validation threshold validation failures will not block model deployment." + ) +else: + print( + "Model validation is in ENABLED mode. Validation threshold validation failures will block model deployment." + ) + +# COMMAND ---------- + +import importlib +import mlflow +import os +import tempfile +import traceback +{{ if (eq .input_include_mlflow_recipes `yes`) }}from mlflow.recipes.utils import ( + get_recipe_config, + get_recipe_name, + get_recipe_root_path, +){{ end }} +from mlflow.tracking.client import MlflowClient +{{ if (eq .input_include_models_in_unity_catalog "no") }} +client = MlflowClient() +{{else}} +client = MlflowClient(registry_uri="databricks-uc") +mlflow.set_registry_uri('databricks-uc') +{{ end }} +# set experiment +experiment_name = dbutils.widgets.get("experiment_name") +mlflow.set_experiment(experiment_name) +{{ if (eq .input_include_mlflow_recipes `yes`) }}env = dbutils.widgets.get("env") +assert env, "env notebook parameter must be specified" + +def get_model_type_from_recipe(): + try: + recipe_config = get_recipe_config("../training", f"databricks-{env}") + problem_type = recipe_config.get("recipe").split("/")[0] + if problem_type.lower() == "regression": + return "regressor" + elif problem_type.lower() == "classification": + return "classifier" + else: + raise Exception(f"Unsupported recipe {recipe_config}") + except Exception as ex: + print(f"Not able to get model type from mlflow recipe databricks-{env}.") + raise ex + +def get_targets_from_recipe(): + try: + recipe_config = get_recipe_config("../training", f"databricks-{env}") + return recipe_config.get("target_col") + except Exception as ex: + print(f"Not able to get targets from mlflow recipe databricks-{env}.") + raise ex{{ end }} +# set model evaluation parameters that can be inferred from the job +model_uri = dbutils.jobs.taskValues.get("Train", "model_uri", debugValue="") +model_name = dbutils.jobs.taskValues.get("Train", "model_name", debugValue="") +model_version = dbutils.jobs.taskValues.get("Train", "model_version", debugValue="") + +if model_uri == "": + model_name = dbutils.widgets.get("model_name") + model_version = dbutils.widgets.get("model_version") + model_uri = "models:/" + model_name + "/" + model_version +{{ if (eq .input_include_models_in_unity_catalog "no") }} +baseline_model_uri = "models:/" + model_name + "/Production" +{{else}} +baseline_model_uri = "models:/" + model_name + "@champion" +{{ end }} +evaluators = "default" +assert model_uri != "", "model_uri notebook parameter must be specified" +assert model_name != "", "model_name notebook parameter must be specified" +assert model_version != "", "model_version notebook parameter must be specified" + +# COMMAND ---------- + +# take input +enable_baseline_comparison = dbutils.widgets.get("enable_baseline_comparison") + +{{ if (eq .input_include_feature_store `yes`) }} +enable_baseline_comparison = "false" +print( + "Currently baseline model comparison is not supported for models registered with feature store. Please refer to " + "issue https://github.com/databricks/mlops-stacks/issues/70 for more details." +) +{{ end }} +assert enable_baseline_comparison == "true" or enable_baseline_comparison == "false" +enable_baseline_comparison = enable_baseline_comparison == "true" + +validation_input = dbutils.widgets.get("validation_input") +assert validation_input +data = spark.sql(validation_input) + +{{ if (eq .input_include_mlflow_recipes `no`) }}model_type = dbutils.widgets.get("model_type") +targets = dbutils.widgets.get("targets") +{{ else }}model_type = get_model_type_from_recipe() +targets = get_targets_from_recipe(){{ end }} +assert model_type +assert targets + +custom_metrics_loader_function_name = dbutils.widgets.get("custom_metrics_loader_function") +validation_thresholds_loader_function_name = dbutils.widgets.get("validation_thresholds_loader_function") +evaluator_config_loader_function_name = dbutils.widgets.get("evaluator_config_loader_function") +assert custom_metrics_loader_function_name +assert validation_thresholds_loader_function_name +assert evaluator_config_loader_function_name +custom_metrics_loader_function = getattr( + importlib.import_module("validation"), custom_metrics_loader_function_name +) +validation_thresholds_loader_function = getattr( + importlib.import_module("validation"), validation_thresholds_loader_function_name +) +evaluator_config_loader_function = getattr( + importlib.import_module("validation"), evaluator_config_loader_function_name +) +custom_metrics = custom_metrics_loader_function() +validation_thresholds = validation_thresholds_loader_function() +evaluator_config = evaluator_config_loader_function() + +# COMMAND ---------- + +# helper methods +def get_run_link(run_info): + return "[Run](#mlflow/experiments/{0}/runs/{1})".format( + run_info.experiment_id, run_info.run_id + ) + + +def get_training_run(model_name, model_version): + version = client.get_model_version(model_name, model_version) + return mlflow.get_run(run_id=version.run_id) + + +def generate_run_name(training_run): + return None if not training_run else training_run.info.run_name + "-validation" + + +def generate_description(training_run): + return ( + None + if not training_run + else "Model Training Details: {0}\n".format(get_run_link(training_run.info)) + ) + + +def log_to_model_description(run, success): + run_link = get_run_link(run.info) + description = client.get_model_version(model_name, model_version).description + status = "SUCCESS" if success else "FAILURE" + if description != "": + description += "\n\n---\n\n" + description += "Model Validation Status: {0}\nValidation Details: {1}".format( + status, run_link + ) + client.update_model_version( + name=model_name, version=model_version, description=description + ) + +{{ if (eq .input_include_feature_store `yes`) }} + +from datetime import timedelta, timezone +import math +import pyspark.sql.functions as F +from pyspark.sql.types import IntegerType + + +def rounded_unix_timestamp(dt, num_minutes=15): + """ + Ceilings datetime dt to interval num_minutes, then returns the unix timestamp. + """ + nsecs = dt.minute * 60 + dt.second + dt.microsecond * 1e-6 + delta = math.ceil(nsecs / (60 * num_minutes)) * (60 * num_minutes) - nsecs + return int((dt + timedelta(seconds=delta)).replace(tzinfo=timezone.utc).timestamp()) + + +rounded_unix_timestamp_udf = F.udf(rounded_unix_timestamp, IntegerType()) + + +def rounded_taxi_data(taxi_data_df): + # Round the taxi data timestamp to 15 and 30 minute intervals so we can join with the pickup and dropoff features + # respectively. + taxi_data_df = ( + taxi_data_df.withColumn( + "rounded_pickup_datetime", + F.to_timestamp( + rounded_unix_timestamp_udf( + taxi_data_df["tpep_pickup_datetime"], F.lit(15) + ) + ), + ) + .withColumn( + "rounded_dropoff_datetime", + F.to_timestamp( + rounded_unix_timestamp_udf( + taxi_data_df["tpep_dropoff_datetime"], F.lit(30) + ) + ), + ) + .drop("tpep_pickup_datetime") + .drop("tpep_dropoff_datetime") + ) + taxi_data_df.createOrReplaceTempView("taxi_data") + return taxi_data_df + + +data = rounded_taxi_data(data) + + +{{ end }} + +# COMMAND ---------- + +{{ if (eq .input_include_feature_store `yes`) }} +# Temporary fix as FS model can't predict as a pyfunc model +# MLflow evaluate can take a lambda function instead of a model uri for a model +# but id does not work for the baseline model as it requires a model_uri (baseline comparison is set to false) + +from databricks.feature_store import FeatureStoreClient + +def get_fs_model(df): + fs_client = FeatureStoreClient() + return ( + fs_client.score_batch(model_uri, spark.createDataFrame(df)) + .select("prediction") + .toPandas() + ) +{{ end }} + +training_run = get_training_run(model_name, model_version) + +# run evaluate +with mlflow.start_run( + run_name=generate_run_name(training_run), + description=generate_description(training_run), +) as run, tempfile.TemporaryDirectory() as tmp_dir: + validation_thresholds_file = os.path.join(tmp_dir, "validation_thresholds.txt") + with open(validation_thresholds_file, "w") as f: + if validation_thresholds: + for metric_name in validation_thresholds: + f.write( + "{0:30} {1}\n".format( + metric_name, str(validation_thresholds[metric_name]) + ) + ) + mlflow.log_artifact(validation_thresholds_file) + + try: + eval_result = mlflow.evaluate( + {{ if (eq .input_include_feature_store `yes`) }} + model=get_fs_model, + {{ else }} + model=model_uri, + {{ end }} + data=data, + targets=targets, + model_type=model_type, + evaluators=evaluators, + validation_thresholds=validation_thresholds, + custom_metrics=custom_metrics, + baseline_model=None + if not enable_baseline_comparison + else baseline_model_uri, + evaluator_config=evaluator_config, + ) + metrics_file = os.path.join(tmp_dir, "metrics.txt") + with open(metrics_file, "w") as f: + f.write( + "{0:30} {1:30} {2}\n".format("metric_name", "candidate", "baseline") + ) + for metric in eval_result.metrics: + candidate_metric_value = str(eval_result.metrics[metric]) + baseline_metric_value = "N/A" + if metric in eval_result.baseline_model_metrics: + mlflow.log_metric( + "baseline_" + metric, eval_result.baseline_model_metrics[metric] + ) + baseline_metric_value = str( + eval_result.baseline_model_metrics[metric] + ) + f.write( + "{0:30} {1:30} {2}\n".format( + metric, candidate_metric_value, baseline_metric_value + ) + ) + mlflow.log_artifact(metrics_file) + log_to_model_description(run, True) + {{ if (eq .input_include_models_in_unity_catalog "yes") }} + # Assign "challenger" alias to indicate model version has passed validation checks + print("Validation checks passed. Assigning 'challenger' alias to model version.") + client.set_registered_model_alias(model_name, "challenger", model_version) + {{ end }} + except Exception as err: + log_to_model_description(run, False) + error_file = os.path.join(tmp_dir, "error.txt") + with open(error_file, "w") as f: + f.write("Validation failed : " + str(err) + "\n") + f.write(traceback.format_exc()) + mlflow.log_artifact(error_file) + if not dry_run: + raise err + else: + print( + "Model validation failed in DRY_RUN. It will not block model deployment." + ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/validation.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/validation.py.tmpl new file mode 100644 index 00000000000..25f7bc2881c --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/validation/validation.py.tmpl @@ -0,0 +1,41 @@ +import numpy as np +from mlflow.models import make_metric, MetricThreshold + +# Custom metrics to be included. Return empty list if custom metrics are not needed. +# Please refer to custom_metrics parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate +# TODO(optional) : custom_metrics +def custom_metrics(): + + # TODO(optional) : define custom metric function to be included in custom_metrics. + def squared_diff_plus_one(eval_df, _builtin_metrics): + """ + This example custom metric function creates a metric based on the ``prediction`` and + ``target`` columns in ``eval_df`. + """ + return np.sum(np.abs(eval_df["prediction"] - eval_df["target"] + 1) ** 2) + + return [make_metric(eval_fn=squared_diff_plus_one, greater_is_better=False)] + + +# Define model validation rules. Return empty dict if validation rules are not needed. +# Please refer to validation_thresholds parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate +# TODO(optional) : validation_thresholds +def validation_thresholds(): + return { + "max_error": MetricThreshold( + threshold=500, greater_is_better=False # max_error should be <= 500 + ), + "mean_squared_error": MetricThreshold( + threshold=500, # mean_squared_error should be <= 500 + # min_absolute_change=0.01, # mean_squared_error should be at least 0.01 greater than baseline model accuracy + # min_relative_change=0.01, # mean_squared_error should be at least 1 percent greater than baseline model accuracy + greater_is_better=False, + ), + } + + +# Define evaluator config. Return empty dict if validation rules are not needed. +# Please refer to evaluator_config parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate +# TODO(optional) : evaluator_config +def evaluator_config(): + return {} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/aws/aws-github.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/aws/aws-github.json new file mode 100644 index 00000000000..30b6e59603d --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/aws/aws-github.json @@ -0,0 +1,18 @@ +{ + "input_setup_cicd_and_project": "CICD_and_Project", + "input_root_dir": "example-aws-github-project", + "input_project_name": "example-aws-github-project", + "input_cloud": "aws", + "input_cicd_platform": "github_actions", + "input_databricks_staging_workspace_host": "https://your-staging-workspace.cloud.databricks.com", + "input_databricks_prod_workspace_host": "https://your-prod-workspace.cloud.databricks.com", + "input_default_branch": "main", + "input_release_branch": "release", + "input_read_user_group": "users", + "input_include_feature_store": "no", + "input_include_mlflow_recipes": "no", + "input_include_models_in_unity_catalog": "yes", + "input_schema_name": "test_project_schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-devops.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-devops.json new file mode 100644 index 00000000000..c38784b6631 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-devops.json @@ -0,0 +1,18 @@ +{ + "input_setup_cicd_and_project": "CICD_and_Project", + "input_root_dir": "test-azure-devops-project", + "input_project_name": "test-azure-devops-project", + "input_cloud": "azure", + "input_cicd_platform": "azure_devops", + "input_databricks_staging_workspace_host": "https://adb-your-staging-workspace.azuredatabricks.net", + "input_databricks_prod_workspace_host": "https://adb-your-prod-workspace.azuredatabricks.net", + "input_default_branch": "main", + "input_release_branch": "release", + "input_read_user_group": "users", + "input_include_feature_store": "no", + "input_include_mlflow_recipes": "no", + "input_include_models_in_unity_catalog": "yes", + "input_schema_name": "test_project_schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-github.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-github.json new file mode 100644 index 00000000000..1e405b3a7ea --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-github.json @@ -0,0 +1,18 @@ +{ + "input_setup_cicd_and_project": "CICD_and_Project", + "input_root_dir": "example-azure-github-project", + "input_project_name": "example-azure-github-project", + "input_cloud": "azure", + "input_cicd_platform": "github_actions", + "input_databricks_staging_workspace_host": "https://adb-your-staging-workspace.azuredatabricks.net", + "input_databricks_prod_workspace_host": "https://adb-your-prod-workspace.azuredatabricks.net", + "input_default_branch": "main", + "input_release_branch": "release", + "input_read_user_group": "users", + "input_include_feature_store": "no", + "input_include_mlflow_recipes": "no", + "input_include_models_in_unity_catalog": "yes", + "input_schema_name": "test_project_schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-gitlab.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-gitlab.json new file mode 100644 index 00000000000..547ca50e24b --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/azure/azure-gitlab.json @@ -0,0 +1,18 @@ +{ + "input_setup_cicd_and_project": "CICD_and_Project", + "input_root_dir": "example-azure-gitlab-project", + "input_project_name": "example-azure-gitlab-project", + "input_cloud": "azure", + "input_cicd_platform": "gitlab", + "input_databricks_staging_workspace_host": "https://adb-your-staging-workspace.azuredatabricks.net", + "input_databricks_prod_workspace_host": "https://adb-your-prod-workspace.azuredatabricks.net", + "input_default_branch": "main", + "input_release_branch": "release", + "input_read_user_group": "users", + "input_include_feature_store": "no", + "input_include_mlflow_recipes": "no", + "input_include_models_in_unity_catalog": "yes", + "input_schema_name": "test_project_schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/gcp/gcp-github.json b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/gcp/gcp-github.json new file mode 100644 index 00000000000..45e39adb351 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/example-project-configs/gcp/gcp-github.json @@ -0,0 +1,17 @@ +{ + "input_root_dir": "example-gcp-github-project", + "input_project_name": "example-gcp-github-project", + "input_cloud": "gcp", + "input_cicd_platform": "github_actions", + "input_databricks_staging_workspace_host": "https://your-staging-workspace.gcp.databricks.com", + "input_databricks_prod_workspace_host": "https://your-prod-workspace.gcp.databricks.com", + "input_default_branch": "main", + "input_release_branch": "release", + "input_read_user_group": "users", + "input_include_feature_store": "no", + "input_include_mlflow_recipes": "no", + "input_include_models_in_unity_catalog": "yes", + "input_schema_name": "test_project_schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/install.sh b/acceptance/bundle/deploy/mlops-stacks/template/tests/install.sh new file mode 100755 index 00000000000..c91e5088504 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/install.sh @@ -0,0 +1,65 @@ +#!/bin/sh + +# Note: we cannot assume we're running bash and use the set -euo pipefail approach. +# Usage in the wild uses the "curl | sh" approach and we need that to continue working. +set -e + +VERSION="0.236.0" +FILE="databricks_cli_$VERSION" + +# Include operating system in file name. +OS="$(uname -s | cut -d '-' -f 1)" +case "$OS" in +Linux) + FILE="${FILE}_linux" + ;; +Darwin) + FILE="${FILE}_darwin" + ;; +MINGW64_NT) + FILE="${FILE}_windows" + ;; +*) + echo "Unknown operating system: $OS" + exit 1 + ;; +esac + +# Include architecture in file name. +ARCH="$(uname -m)" +case "$ARCH" in +i386) + FILE="${FILE}_386" + ;; +x86_64) + FILE="${FILE}_amd64" + ;; +arm) + FILE="${FILE}_arm" + ;; +arm64|aarch64) + FILE="${FILE}_arm64" + ;; +*) + echo "Unknown architecture: $ARCH" + exit 1 + ;; +esac + +# Make sure we don't overwrite an existing installation. +if [ -f "$1/databricks" ]; then + echo "Target path $TARGET/databricks already exists." + exit 1 +fi + +# Change into test temporary directory. +cd $1 + +# Download release archive. +curl -L -s -O "https://github.com/databricks/cli/releases/download/v${VERSION}/${FILE}.zip" + +# Unzip release archive. +unzip -q "${FILE}.zip" + +# Add databricks to path. +chmod +x ./databricks diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_bundle_resources.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_bundle_resources.py new file mode 100644 index 00000000000..464090415c4 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_bundle_resources.py @@ -0,0 +1 @@ +# TODO diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_create_project.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_create_project.py new file mode 100644 index 00000000000..af1fbad3473 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_create_project.py @@ -0,0 +1,371 @@ +import os +import pathlib +import pytest +import subprocess +from utils import ( + read_workflow, + generate, + databricks_cli, + markdown_checker_configs, + paths, + generated_project_dir, + parametrize_by_cloud, + parametrize_by_project_generation_params, +) +from unittest import mock + +DEFAULT_PROJECT_NAME = "my-mlops-project" +DEFAULT_PROJECT_DIRECTORY = "my_mlops_project" +# UUID that when set as project name, prevents the removal of files needed in testing +TEST_PROJECT_NAME = "27896cf3-bb3e-476e-8129-96df0406d5c7" +TEST_PROJECT_DIRECTORY = "27896cf3_bb3e_476e_8129_96df0406d5c7" +DEFAULT_PARAM_VALUES = { + "input_default_branch": "main", + "input_release_branch": "release", + "input_read_user_group": "users", + "input_include_feature_store": "no", + "input_include_mlflow_recipes": "no", + "input_include_models_in_unity_catalog": "no", + "input_schema_name": "schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table", +} +DEFAULT_PARAMS_AZURE = { + "input_cloud": "azure", + "input_databricks_staging_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", + "input_databricks_prod_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", +} +DEFAULT_PARAMS_AWS = { + "input_cloud": "aws", + "input_databricks_staging_workspace_host": "https://your-staging-workspace.cloud.databricks.com", + "input_databricks_prod_workspace_host": "https://your-prod-workspace.cloud.databricks.com", +} +DEFAULT_PARAMS_GCP = { + "input_cloud": "gcp", + "input_databricks_staging_workspace_host": "https://your-staging-workspace.gcp.databricks.com", + "input_databricks_prod_workspace_host": "https://your-prod-workspace.gcp.databricks.com", +} + + +def assert_no_disallowed_strings_in_files(file_paths, disallowed_strings, exclude_path_matches=None): + """ + Assert that all files in file_paths, besides those with paths containing + one of exclude_path_matches as a substring, do not contain any of the specified disallowed strings + + :param file_paths List of paths of files to check + :param disallowed_strings: List of disallowed strings + :param exclude_path_matches: List of substrings e.g. [".github", ".png"]. Any files whose paths + contain one of these substrings will not be checked for disallowed strings + """ + if exclude_path_matches is None: + exclude_path_matches = [] + # Exclude binary files like pngs from being string-matched + exclude_path_matches = exclude_path_matches + [".png", ".parquet", ".tar.gz"] + for path in file_paths: + assert os.path.exists(path), "Provided nonexistent path to test: %s" % path + + def assert_no_disallowed_strings(filepath): + with open(filepath, "r") as f: + data = f.read() + for s in disallowed_strings: + assert s not in data + + def should_check_file_for_disallowed_strings(path): + return not any(substring in path for substring in exclude_path_matches) and os.path.isfile(path) + + test_paths = list(filter(should_check_file_for_disallowed_strings, file_paths)) + for path in test_paths: + assert_no_disallowed_strings(path) + + +@parametrize_by_project_generation_params +def test_no_template_strings_after_param_substitution(cloud, include_models_in_unity_catalog, generated_project_dir): + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + assert_no_disallowed_strings_in_files( + file_paths=[os.path.join(generated_project_dir, path) for path in paths(generated_project_dir)], + disallowed_strings=["{{", "{%", "%}"], + exclude_path_matches=[".github", ".yml", ".yaml"], + ) + + +def test_no_databricks_workspace_urls(): + # Test that there are no accidental hardcoded Databricks workspace URLs included in source files + template_dir = pathlib.Path(__file__).parent.parent / "template" + test_paths = [os.path.join(template_dir, path) for path in paths(template_dir)] + assert_no_disallowed_strings_in_files( + file_paths=test_paths, + disallowed_strings=[ + "azuredatabricks.net", + "cloud.databricks.com", + "gcp.databricks.com", + ], + ) + + +def test_no_databricks_doc_strings_before_project_generation(): + template_dir = pathlib.Path(__file__).parent.parent / "template" + test_paths = [os.path.join(template_dir, path) for path in paths(template_dir)] + assert_no_disallowed_strings_in_files( + file_paths=test_paths, + disallowed_strings=[ + "https://learn.microsoft.com/en-us/azure/databricks", + "https://docs.databricks.com/", + "https://docs.gcp.databricks.com/", + ], + ) + + +@pytest.mark.large +@parametrize_by_project_generation_params +def test_markdown_links(cloud, include_models_in_unity_catalog, generated_project_dir): + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + markdown_checker_configs(generated_project_dir) + subprocess.run( + """ + npm install -g markdown-link-check@3.10.3 + find . -name \*.md -print0 | xargs -0 -n1 markdown-link-check -c ./checker-config.json + """, + shell=True, + check=True, + executable="/bin/bash", + cwd=(generated_project_dir / "my-mlops-project"), + ) + + +@pytest.mark.parametrize( + "invalid_params", + [ + {"input_databricks_staging_workspace_host": "http://no-https"}, + {"input_databricks_prod_workspace_host": "no-https"}, + {"input_project_name": "a"}, + {"input_project_name": "a-"}, + {"input_project_name": "Name with spaces"}, + {"input_project_name": "name/with/slashes"}, + {"input_project_name": "name\\with\\backslashes"}, + {"input_project_name": "name.with.periods"}, + ], +) +def test_generate_fails_with_invalid_params(tmpdir, databricks_cli, invalid_params): + with pytest.raises(Exception): + generate(tmpdir, databricks_cli, invalid_params) + + +@pytest.mark.parametrize("valid_params", [{}]) +def test_generate_succeeds_with_valid_params(tmpdir, databricks_cli, valid_params): + generate(tmpdir, databricks_cli, valid_params) + + +@parametrize_by_project_generation_params +def test_generate_project_with_default_values( + tmpdir, + databricks_cli, + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, +): + """ + Asserts the default parameter values. The project name and experiment + parent directory are excluded from this test as they covered in other tests. If this test fails + due to an update of the default values, please do the following checks: + - The default param value constants in this test are up to date. + - The default param values in the substitution logic in the pre_gen_project.py hook are up to date. + - The default param values in the help strings in databricks_template_schema.json are up to date. + """ + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + context = { + "input_project_name": TEST_PROJECT_NAME, + "input_root_dir": TEST_PROJECT_NAME, + "input_cloud": cloud, + "input_cicd_platform": cicd_platform, + } + # Testing that Azure is the default option. + if cloud == "azure": + del context["input_cloud"] + generate(tmpdir, databricks_cli, context=context) + test_file_contents = (tmpdir / TEST_PROJECT_NAME / "_params_testing_only.txt").read_text("utf-8") + if cloud == "azure": + params = {**DEFAULT_PARAM_VALUES, **DEFAULT_PARAMS_AZURE} + elif cloud == "aws": + params = {**DEFAULT_PARAM_VALUES, **DEFAULT_PARAMS_AWS} + elif cloud == "gcp": + params = {**DEFAULT_PARAM_VALUES, **DEFAULT_PARAMS_GCP} + for param, value in params.items(): + assert f"{param}={value}" in test_file_contents + + +def prepareContext( + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, +): + context = { + "input_setup_cicd_and_project": setup_cicd_and_project, + "input_project_name": TEST_PROJECT_NAME, + "input_root_dir": TEST_PROJECT_NAME, + "input_cloud": cloud, + "input_cicd_platform": cicd_platform, + } + if include_feature_store != "": + context["input_include_feature_store"] = include_feature_store + if include_mlflow_recipes != "": + context["input_include_mlflow_recipes"] = include_mlflow_recipes + if include_models_in_unity_catalog != "": + context["input_include_models_in_unity_catalog"] = include_models_in_unity_catalog + return context + + +@parametrize_by_project_generation_params +def test_generate_project_check_delta_output( + tmpdir, + databricks_cli, + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, +): + """ + Asserts the behavior of Delta Table-related artifacts when generating MLOps Stacks. + """ + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + context = prepareContext( + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, + ) + generate(tmpdir, databricks_cli, context=context) + delta_notebook_path = tmpdir / TEST_PROJECT_NAME / TEST_PROJECT_DIRECTORY / "training" / "notebooks" / "Train.py" + if setup_cicd_and_project != "CICD_Only" and include_mlflow_recipes == "no" and include_feature_store == "no": + assert os.path.isfile(delta_notebook_path) + else: + assert not os.path.isfile(delta_notebook_path) + + +@parametrize_by_project_generation_params +def test_generate_project_check_feature_store_output( + tmpdir, + databricks_cli, + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, +): + """ + Asserts the behavior of feature store-related artifacts when generating MLOps Stacks. + """ + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + context = prepareContext( + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, + ) + generate(tmpdir, databricks_cli, context=context) + fs_notebook_path = ( + tmpdir + / TEST_PROJECT_NAME + / TEST_PROJECT_DIRECTORY + / "feature_engineering" + / "notebooks" + / "GenerateAndWriteFeatures.py" + ) + if setup_cicd_and_project != "CICD_Only" and include_feature_store == "yes": + assert os.path.isfile(fs_notebook_path) + else: + assert not os.path.isfile(fs_notebook_path) + + +@parametrize_by_project_generation_params +def test_generate_project_check_recipe_output( + tmpdir, + databricks_cli, + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, +): + """ + Asserts the behavior of MLflow Recipes-related artifacts when generating MLOps Stacks. + """ + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + context = prepareContext( + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, + ) + generate(tmpdir, databricks_cli, context=context) + recipe_notebook_path = ( + tmpdir / TEST_PROJECT_NAME / TEST_PROJECT_DIRECTORY / "training" / "notebooks" / "TrainWithMLflowRecipes.py" + ) + if setup_cicd_and_project != "CICD_Only" and include_mlflow_recipes == "yes": + assert os.path.isfile(recipe_notebook_path) + else: + assert not os.path.isfile(recipe_notebook_path) + + +@pytest.mark.parametrize( + "workspace_url_suffix", + [ + "/?o=123456789#job/1234/run/9234", + "/?o=123456789#", + "/?o=123456789#ml/dashboard", + "#ml/dashboard", + ], +) +@parametrize_by_cloud +def test_workspace_dir_strip_query_params(tmpdir, databricks_cli, cloud, workspace_url_suffix): + workspace_host = { + "aws": "https://dbc-my-aws-workspace.cloud.databricks.com", + "azure": "https://adb-mycoolworkspace.11.azuredatabricks.net", + "gcp": "https://dbc-my-gcp-workspace.gcp.databricks.com", + }[cloud] + workspace_url = f"{workspace_host}{workspace_url_suffix}" + context = { + "input_project_name": TEST_PROJECT_NAME, + "input_root_dir": TEST_PROJECT_NAME, + "input_databricks_staging_workspace_host": workspace_url, + "input_databricks_prod_workspace_host": workspace_url, + "input_cloud": cloud, + } + generate(tmpdir, databricks_cli, context=context) + test_file_contents = (tmpdir / TEST_PROJECT_NAME / "_params_testing_only.txt").read_text("utf-8") + assert f"\ndatabricks_staging_workspace_host={workspace_host}\n" in test_file_contents + assert f"\ndatabricks_prod_workspace_host={workspace_host}\n" in test_file_contents + + +def test_generate_project_default_project_name_params(tmpdir, databricks_cli): + # Asserts default parameter values for parameters that involve the project name + generate(tmpdir, databricks_cli, context={}) + readme_contents = (tmpdir / DEFAULT_PROJECT_NAME / "README.md").read_text("utf-8") + assert DEFAULT_PROJECT_NAME in readme_contents diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_github_actions.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_github_actions.py new file mode 100644 index 00000000000..36bdf3c4a99 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_github_actions.py @@ -0,0 +1,71 @@ +import subprocess +import pytest +from functools import wraps +from utils import ( + databricks_cli, + generated_project_dir, + parametrize_by_cloud, +) + + +@pytest.mark.parametrize("cicd_platform", ["github_actions", "github_actions_for_github_enterprise_servers"]) +@pytest.mark.parametrize( + "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", + [ + ("CICD_and_Project", "no", "no", "no"), + ("CICD_and_Project", "no", "no", "yes"), + ("CICD_and_Project", "no", "yes", "no"), + ("CICD_and_Project", "yes", "no", "no"), + ("CICD_and_Project", "yes", "no", "yes"), + ("CICD_Only", "no", "no", "no"), + ], +) +@parametrize_by_cloud +def test_generated_yaml_format(cloud, include_models_in_unity_catalog, generated_project_dir): + # Note: actionlint only works when the directory is a git project. Thus we begin by initiatilizing + # the generated mlops project with git. + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + subprocess.run( + """ + git init + bash <(curl https://raw.githubusercontent.com/rhysd/actionlint/main/scripts/download-actionlint.bash) + ./actionlint -color + """, + shell=True, + check=True, + executable="/bin/bash", + cwd=(generated_project_dir / "my-mlops-project"), + ) + + +@pytest.mark.large +@pytest.mark.parametrize("cicd_platform", ["github_actions", "github_actions_for_github_enterprise_servers"]) +@pytest.mark.parametrize( + "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", + [ + ("CICD_and_Project", "no", "no", "no"), + ("CICD_and_Project", "no", "no", "yes"), + ("CICD_and_Project", "yes", "no", "no"), + ("CICD_and_Project", "yes", "no", "yes"), + ], +) +@parametrize_by_cloud +def test_run_unit_tests_workflow(cloud, include_models_in_unity_catalog, generated_project_dir): + """Test that the GitHub workflow for running unit tests in the materialized project passes""" + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + # We only test the unit test workflow, as it's the only one that doesn't require + # Databricks REST API + subprocess.run( + """ + git init + act -s GITHUB_TOKEN workflow_dispatch --workflows .github/workflows/my-mlops-project-run-tests.yml -j "unit_tests" + """, + shell=True, + check=True, + executable="/bin/bash", + cwd=(generated_project_dir / "my-mlops-project"), + ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_gitlab.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_gitlab.py new file mode 100644 index 00000000000..1e76f7ea41b --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_gitlab.py @@ -0,0 +1,40 @@ +import subprocess +import pytest +from functools import wraps +from utils import ( + databricks_cli, + generated_project_dir, + parametrize_by_cloud, +) + + +@pytest.mark.parametrize("cicd_platform", ["gitlab"]) +@pytest.mark.parametrize( + "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", + [ + ("CICD_and_Project", "no", "no", "no"), + ("CICD_and_Project", "no", "no", "yes"), + ("CICD_and_Project", "no", "yes", "no"), + ("CICD_and_Project", "yes", "no", "no"), + ("CICD_and_Project", "yes", "no", "yes"), + ("CICD_Only", "no", "no", "no"), + ], +) +@parametrize_by_cloud +def test_generated_gitlab_folder(cloud, include_models_in_unity_catalog, generated_project_dir): + if cloud == "gcp" and include_models_in_unity_catalog == "yes": + # Skip test for GCP with Unity Catalog + return + + # TEST: Check if gitlab folder has been created. + subprocess.run( + """ + ls ./.gitlab/pipelines + """, + shell=True, + check=True, + executable="/bin/bash", + cwd=(generated_project_dir / "my-mlops-project"), + ) + # TODO Check syntax with: gitlab-ci-local --file ./.gitlab/cicd.yml + # (NOTE: syntax check requires gitlab-ci-local installed on VM) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/test_mlp.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_mlp.py new file mode 100644 index 00000000000..ae219e0af6e --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/test_mlp.py @@ -0,0 +1,28 @@ +from utils import ( + databricks_cli, + generated_project_dir, + parametrize_by_project_generation_params, +) +import pytest +import os +from mlflow.recipes import Recipe + + +@pytest.mark.parametrize( + "profile", + [ + "databricks-prod", + "databricks-staging", + "databricks-test", + "databricks-dev", + "local", + ], +) +@parametrize_by_project_generation_params +def test_mlp_yaml_valid(generated_project_dir, profile, include_mlflow_recipes): + # There's no MLP YAML configs generated so skip test in that case. + if include_mlflow_recipes == "no": + return + project_dir = generated_project_dir / "my-mlops-project" + os.chdir(project_dir / "my_mlops_project" / "training" / "notebooks") + Recipe(profile) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/tests/utils.py b/acceptance/bundle/deploy/mlops-stacks/template/tests/utils.py new file mode 100644 index 00000000000..2ab9c5bdb73 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/tests/utils.py @@ -0,0 +1,204 @@ +import os +import pathlib +import pytest +import json +import subprocess +from functools import wraps + +RESOURCE_TEMPLATE_ROOT_DIRECTORY = str(pathlib.Path(__file__).parent.parent) + +AZURE_DEFAULT_PARAMS = { + "input_setup_cicd_and_project": "CICD_and_Project", + "input_root_dir": "my-mlops-project", + "input_project_name": "my-mlops-project", + "input_cloud": "azure", + "input_cicd_platform": "github_actions", + "input_databricks_staging_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", + "input_databricks_prod_workspace_host": "https://adb-xxxx.xx.azuredatabricks.net", + "input_default_branch": "main", + "input_release_branch": "release", + "input_read_user_group": "users", + "input_include_feature_store": "no", + "input_include_mlflow_recipes": "no", + "input_include_models_in_unity_catalog": "no", + "input_schema_name": "schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table", +} + +AWS_DEFAULT_PARAMS = { + **AZURE_DEFAULT_PARAMS, + "input_cloud": "aws", + "input_databricks_staging_workspace_host": "https://your-staging-workspace.cloud.databricks.com", + "input_databricks_prod_workspace_host": "https://your-prod-workspace.cloud.databricks.com", +} + +GCP_DEFAULT_PARAMS = { + **AZURE_DEFAULT_PARAMS, + "input_cloud": "gcp", + "input_databricks_staging_workspace_host": "https://your-staging-workspace.gcp.databricks.com", + "input_databricks_prod_workspace_host": "https://your-prod-workspace.gcp.databricks.com", +} + + +def parametrize_by_cloud(fn): + @wraps(fn) + @pytest.mark.parametrize("cloud", ["aws", "azure", "gcp"]) + def wrapper(*args, **kwargs): + return fn(*args, **kwargs) + + return wrapper + + +def parametrize_by_project_generation_params(fn): + @pytest.mark.parametrize("cloud", ["aws", "azure", "gcp"]) + @pytest.mark.parametrize( + "cicd_platform", + [ + "github_actions", + "github_actions_for_github_enterprise_servers", + "azure_devops", + ], + ) + @pytest.mark.parametrize( + "setup_cicd_and_project,include_feature_store,include_mlflow_recipes,include_models_in_unity_catalog", + [ + ("CICD_and_Project", "no", "no", "no"), + ("CICD_and_Project", "no", "no", "yes"), + ("CICD_and_Project", "no", "yes", "no"), + ("CICD_and_Project", "yes", "no", "no"), + ("CICD_and_Project", "yes", "no", "yes"), + ("Project_Only", "no", "no", "no"), + ("Project_Only", "no", "no", "yes"), + ("Project_Only", "no", "yes", "no"), + ("Project_Only", "yes", "no", "no"), + ("Project_Only", "yes", "no", "yes"), + ("CICD_Only", "no", "no", "no"), + ], + ) + @wraps(fn) + def wrapper(*args, **kwargs): + return fn(*args, **kwargs) + + return wrapper + + +@pytest.fixture +def generated_project_dir( + tmpdir, + databricks_cli, + cloud, + cicd_platform, + setup_cicd_and_project, + include_feature_store, + include_mlflow_recipes, + include_models_in_unity_catalog, +): + params = { + "input_setup_cicd_and_project": setup_cicd_and_project, + "input_root_dir": "my-mlops-project", + "input_cloud": cloud, + } + if setup_cicd_and_project != "Project_Only": + params.update( + { + "input_cicd_platform": cicd_platform, + "input_databricks_staging_workspace_host": "https://adb-3214.67.azuredatabricks.net", + "input_databricks_prod_workspace_host": "https://adb-345.89.azuredatabricks.net", + "input_default_branch": "main", + "input_release_branch": "release", + } + ) + if setup_cicd_and_project != "CICD_Only": + params.update( + { + "input_project_name": "my-mlops-project", + "input_include_feature_store": include_feature_store, + "input_include_mlflow_recipes": include_mlflow_recipes, + "input_read_user_group": "users", + "input_include_models_in_unity_catalog": include_models_in_unity_catalog, + "input_schema_name": "schema_name", + "input_unity_catalog_read_user_group": "account users", + "input_inference_table_name": "dummy.schema.table", + } + ) + generate(tmpdir, databricks_cli, params) + return tmpdir + + +def read_workflow(tmpdir): + return (tmpdir / "my-mlops-project" / ".github/workflows/run-tests.yml").read_text("utf-8") + + +def markdown_checker_configs(tmpdir): + markdown_checker_config_dict = { + "ignorePatterns": [ + {"pattern": "http://127.0.0.1:5000"}, + {"pattern": "https://adb-3214.67.azuredatabricks.net*"}, + {"pattern": "https://adb-345.89.azuredatabricks.net*"}, + ], + "httpHeaders": [ + { + "urls": ["https://docs.github.com/"], + "headers": {"Accept-Encoding": "zstd, br, gzip, deflate"}, + }, + ], + } + + file_name = "checker-config.json" + + with open(tmpdir / "my-mlops-project" / file_name, "w") as outfile: + json.dump(markdown_checker_config_dict, outfile) + + +def generate(directory, databricks_cli, context): + if context.get("input_cloud") == "aws": + default_params = AWS_DEFAULT_PARAMS + elif context.get("input_cloud") == "gcp": + if context.get("input_include_models_in_unity_catalog") == "yes": + return + default_params = GCP_DEFAULT_PARAMS + else: + default_params = AZURE_DEFAULT_PARAMS + params = { + **default_params, + **context, + } + json_string = json.dumps(params) + config_file = directory / "config.json" + config_file.write(json_string) + subprocess.run( + f"echo dapi123 | {databricks_cli} configure --host https://123", + shell=True, + check=True, + ) + subprocess.run( + f"{databricks_cli} bundle init {RESOURCE_TEMPLATE_ROOT_DIRECTORY} --config-file {config_file} --output-dir {directory}", + shell=True, + check=True, + ) + + +@pytest.fixture(scope="session") +def databricks_cli(tmp_path_factory): + # create tools dir + tool_dir = tmp_path_factory.mktemp("tools") + # copy script and make it executable + install_script_path = os.path.join(os.path.dirname(__file__), "install.sh") + # download databricks cli + databricks_cli_dir = tool_dir / "databricks_cli" + databricks_cli_dir.mkdir() + subprocess.run( + ["bash", install_script_path, databricks_cli_dir], + capture_output=True, + text=True, + ) + + yield f"{databricks_cli_dir}/databricks" + # no need to remove the files as they are in test temp dir + + +def paths(directory): + paths = list(pathlib.Path(directory).glob("**/*")) + paths = [r.relative_to(directory) for r in paths] + return {str(f) for f in paths if str(f) != "."} diff --git a/acceptance/bundle/deploy/mlops-stacks/test.toml b/acceptance/bundle/deploy/mlops-stacks/test.toml index 98dbfa6435c..1987ccf6cf0 100644 --- a/acceptance/bundle/deploy/mlops-stacks/test.toml +++ b/acceptance/bundle/deploy/mlops-stacks/test.toml @@ -1,5 +1,5 @@ Cloud=true -Local=false +Local=true Badness = "the newly initialized bundle from the 'mlops-stacks' template contains two validation warnings in the configuration" @@ -10,3 +10,7 @@ Ignore = [ [[Repls]] Old = "aws|azure|gcp" New = "[CLOUD_ENV_BASE]" + +[[Repls]] +Old = "bundle init .*/mlops-stacks/template" +New = "bundle init mlops-stacks" From 8560b8e385a62df0d2542137b92fee3f1618aed7 Mon Sep 17 00:00:00 2001 From: Rada Kamysheva Date: Fri, 3 Jul 2026 14:43:50 +0000 Subject: [PATCH 2/2] acc: prune vendored mlops-stacks template to minimal set The offline copy vendored for the local run only needs the files required to render this test's config and satisfy its assertions: the template machinery (schema, library, run_validations, update_layout), the asserted root README, databricks.yml, the three included resource YAMLs, and the four referenced notebooks (BatchInference, Train, ModelValidation, ModelDeployment). Drop the remaining 112 files (docs, images, CICD workflows, tests, feature-store/MLflow-recipe/monitoring variants, binary parquet fixtures). They are either FS/recipe-gated (never rendered for this config) or synced but unreferenced, so removing them leaves output.txt byte-identical and the test passing on both engines. The cloud run is unaffected; it still clones mlops-stacks from GitHub. --- .../.github/workflows/generate-cicd-zip.yaml | 36 -- .../.github/workflows/run-checks.yaml | 35 -- .../deploy/mlops-stacks/template/.gitignore | 14 - .../deploy/mlops-stacks/template/LICENSE | 202 --------- .../deploy/mlops-stacks/template/Pipeline.md | 41 -- .../deploy/mlops-stacks/template/README.md | 224 ---------- .../deploy/mlops-stacks/template/conftest.py | 41 -- .../mlops-stacks/template/cookiecutter.json | 3 - .../template/dev-requirements.txt | 3 - .../template/doc-images/ml-job-detailed.png | Bin 584738 -> 0 bytes .../template/doc-images/ml-jobs-summary.png | Bin 50114 -> 0 bytes .../doc-images/mlops-stack-deploy.png | Bin 171678 -> 0 bytes .../template/doc-images/mlops-stack-dev.png | Bin 432875 -> 0 bytes .../template/doc-images/mlops-stack-pr.png | Bin 287041 -> 0 bytes .../doc-images/mlops-stack-summary.png | Bin 451634 -> 0 bytes .../template/doc-images/mlops-stacks.png | Bin 105554 -> 0 bytes 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a/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/generate-cicd-zip.yaml +++ /dev/null @@ -1,36 +0,0 @@ -name: Generate CICD Zip -on: - push: - branches: - - main - paths: - - 'template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}**' - - 'template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}**' - -defaults: - run: - working-directory: template/{{.input_root_dir}} - - -jobs: - generate-zip: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - with: - persist-credentials: false - - name: Generate CICD Zip - run: | - cp --parents .github/workflows/\{\{.input_project_name\}\}-* cicd/template - cp --parents .azure/devops-pipelines/\{\{.input_project_name\}\}-* cicd/template - tar -czvf cicd.tar.gz cicd - - name: Commit Zip Back to Branch - env: - GITHUB_TOKEN: ${{ secrets.ARPIT_TOKEN }} - run: | - git config --global user.name "GitHub Actions Bot" - git config --global user.email "eng-mlops-outerloop-team@databricks.com" - git config --global url.https://${{ secrets.ARPIT_TOKEN }}@github.com/.insteadOf https://github.com/ - git add cicd.tar.gz - git commit -m "Generate CICD Zip File for ${{ github.sha }}" - git push diff --git a/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/run-checks.yaml b/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/run-checks.yaml deleted file mode 100644 index c4f8d343b24..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/.github/workflows/run-checks.yaml +++ /dev/null @@ -1,35 +0,0 @@ -name: Run checks -on: - pull_request: -jobs: - run-tests: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: - python-version: '3.9' - - name: Install act - run: | - # Install act - curl https://raw.githubusercontent.com/nektos/act/master/install.sh | sudo bash - echo "-P ubuntu-latest=ghcr.io/catthehacker/ubuntu:act-latest - -P ubuntu-20.04=ghcr.io/catthehacker/ubuntu:act-20.04 - -P ubuntu-18.04=ghcr.io/catthehacker/ubuntu:act-18.04" > ~/.actrc - echo "PATH=$PATH:$(pwd)/bin" >> "$GITHUB_ENV" - - name: Install Python dependencies - run: | - python -m pip install --upgrade pip - pip install -r dev-requirements.txt - - name: Generate CICD Zip - run: | - cd template/{{.input_root_dir}} - cp --parents .github/workflows/\{\{.input_project_name\}\}-* cicd/template - cp --parents .azure/devops-pipelines/\{\{.input_project_name\}\}-* cicd/template - tar -czvf cicd.tar.gz cicd - rm -rf cicd/template/.github cicd/template/.azure - cd ../.. - - name: Run tests with pytest - run: | - export GITHUB_TOKEN=${{ secrets.GITHUB_TOKEN }} - pytest tests --large -vv --black diff --git a/acceptance/bundle/deploy/mlops-stacks/template/.gitignore b/acceptance/bundle/deploy/mlops-stacks/template/.gitignore deleted file mode 100644 index 9aa635983e6..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/.gitignore +++ /dev/null @@ -1,14 +0,0 @@ -.DS_Store -.vscode -.venv - -# local bundle files -**/.databricks/* - -*.hcl -.idea/ -.vscode/ -__pycache__/ -.cache -*.pyc -mlops-stacks.iml diff --git a/acceptance/bundle/deploy/mlops-stacks/template/LICENSE b/acceptance/bundle/deploy/mlops-stacks/template/LICENSE deleted file mode 100644 index e089b10c382..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/LICENSE +++ /dev/null @@ -1,202 +0,0 @@ -Copyright 2022 Databricks, Inc. All rights reserved. - - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. Definitions. - - "License" shall mean the terms and conditions for use, reproduction, - and distribution as defined by Sections 1 through 9 of this document. - - "Licensor" shall mean the copyright owner or entity authorized by - the copyright owner that is granting the License. - - "Legal Entity" shall mean the union of the acting entity and all - other entities that control, are controlled by, or are under common - control with that entity. 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After merging a PR into main, you can -cut a new `release` branch as part of your regularly scheduled release process -to promote ML code changes to production: - - - -## Model training pipeline -The model training pipeline trains and registers models to the model registry, -then triggers a CD workflow to perform any final checks on the model before -promoting it for deployment and use in batch inference. Here's how the batch and training pipelines interact -in production: - - - -## Summary -Here's the whole pipeline in one picture: - - - -For more details on MLOps on Databricks Lakehouse, please read [The Big Book of MLOps: Second Edition](https://www.databricks.com/resources/ebook/the-big-book-of-mlops). - -[Back to README](README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/README.md b/acceptance/bundle/deploy/mlops-stacks/template/README.md deleted file mode 100644 index fd222a639b4..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/README.md +++ /dev/null @@ -1,224 +0,0 @@ -# Databricks MLOps Stacks - -> **_NOTE:_** This feature is in [public preview](https://docs.databricks.com/release-notes/release-types.html). - -This repo provides a customizable stack for starting new ML projects -on Databricks that follow production best-practices out of the box. - -Using Databricks MLOps Stacks, data scientists can quickly get started iterating on ML code for new projects while ops engineers set up CI/CD and ML resources -management, with an easy transition to production. You can also use MLOps Stacks as a building block in automation for creating new data science projects with production-grade CI/CD pre-configured. More information can be found at https://docs.databricks.com/en/dev-tools/bundles/mlops-stacks.html. - -The default stack in this repo includes three modular components: - -| Component | Description | Why it's useful | -|-----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| [ML Code](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/) | Example ML project structure ([training](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/training) and [batch inference](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/deployment/batch_inference), etc), with unit tested Python modules and notebooks | Quickly iterate on ML problems, without worrying about refactoring your code into tested modules for productionization later on. | -| [ML Resources as Code](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/resources) | ML pipeline resources ([training](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/resources/model-workflow-resource.yml.tmpl) and [batch inference](template/{{.input_root_dir}}/{{template%20`project_name_alphanumeric_underscore`%20.}}/resources/batch-inference-workflow-resource.yml.tmpl) jobs, etc) defined through [databricks CLI bundles](https://docs.databricks.com/dev-tools/cli/bundle-cli.html) | Govern, audit, and deploy changes to your ML resources (e.g. "use a larger instance type for automated model retraining") through pull requests, rather than adhoc changes made via UI. | -| CI/CD([GitHub Actions](template/{{.input_root_dir}}/.github/) or [Azure DevOps](template/{{.input_root_dir}}/.azure/)) | [GitHub Actions](https://docs.github.com/en/actions) or [Azure DevOps](https://azure.microsoft.com/en-us/products/devops) workflows to test and deploy ML code and resources | Ship ML code faster and with confidence: ensure all production changes are performed through automation and that only tested code is deployed to prod | - -See the [FAQ](#FAQ) for questions on common use cases. - -## ML pipeline structure and development loops - -An ML solution comprises data, code, and models. These resources need to be developed, validated (staging), and deployed (production). In this repository, we use the notion of dev, staging, and prod to represent the execution -environments of each stage. - -An instantiated project from MLOps Stacks contains an ML pipeline with CI/CD workflows to test and deploy automated model training and batch inference jobs across your dev, staging, and prod Databricks workspaces. - - - -Data scientists can iterate on ML code and file pull requests (PRs). This will trigger unit tests and integration tests in an isolated staging Databricks workspace. Model training and batch inference jobs in staging will immediately update to run the latest code when a PR is merged into main. After merging a PR into main, you can cut a new release branch as part of your regularly scheduled release process to promote ML code changes to production. - -### Develop ML pipelines -https://github.com/databricks/mlops-stacks/assets/87999496/00eed790-70f4-4428-9f18-71771051f92a - - -### Create a PR and CI -https://github.com/databricks/mlops-stacks/assets/87999496/f5b3c82d-77a5-4ee5-85f5-8f00b026ae05 - - -### Merge the PR and deploy to Staging -https://github.com/databricks/mlops-stacks/assets/87999496/7239e4d0-2327-4d30-91cc-5e7f8328ef73 - -https://github.com/databricks/mlops-stacks/assets/87999496/013c0d32-c283-494b-8c3f-2a9a60366207 - - -### Deploy to Prod -https://github.com/databricks/mlops-stacks/assets/87999496/0d220d55-465e-4a69-bd83-1e66ad2e8464 - - -[See this page](Pipeline.md) for detailed description and diagrams of the ML pipeline structure defined in the default stack. - -## Using MLOps Stacks - -### Prerequisites - - Python 3.8+ - - [Databricks CLI](https://docs.databricks.com/en/dev-tools/cli/databricks-cli.html) >= v0.236.0 - -[Databricks CLI](https://docs.databricks.com/en/dev-tools/cli/databricks-cli.html) contains [Databricks asset bundle templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) for the purpose of project creation. - -Please follow [the instruction](https://docs.databricks.com/en/dev-tools/cli/databricks-cli-ref.html#install-the-cli) to install and set up databricks CLI. Releases of databricks CLI can be found in the [releases section](https://github.com/databricks/cli/releases) of databricks/cli repository. - -[Databricks asset bundles](https://docs.databricks.com/en/dev-tools/bundles/index.html) and [Databricks asset bundle templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) are in public preview. - - -### Start a new project - -To create a new project, run: - - databricks bundle init mlops-stacks - -This will prompt for parameters for initialization. Some of these parameters are required to get started: - * ``input_setup_cicd_and_project`` : If both CI/CD and the project should be set up, or only one of them. - * ``CICD_and_Project`` - Setup both CI/CD and project, the default option. - * ``Project_Only`` - Setup project only, easiest for Data Scientists to get started with. - * ``CICD_Only`` - Setup CI/CD only, likely for monorepo setups or setting up CI/CD on an already initialized project. - We expect Data Scientists to specify ``Project_Only`` to get - started in a development capacity, and when ready to move the project to Staging/Production, CI/CD can be set up. We expect that step to be done by Machine Learning Engineers (MLEs) who can specify ``CICD_Only`` during initialization and use the provided workflow to setup CI/CD for one or more projects. - * ``input_root_dir``: name of the root directory. When initializing with ``CICD_and_Project``, this field will automatically be set to ``input_project_name``. - * ``input_cloud``: Cloud provider you use with Databricks (AWS, Azure, or GCP). - -Others must be correctly specified for CI/CD to work: - * ``input_cicd_platform`` : CI/CD platform of choice. Currently we support GitHub Actions, GitHub Actions for GitHub Enterprise Servers, Azure DevOps and GitLab. - * ``input_databricks_staging_workspace_host``: URL of staging Databricks workspace, used to preview config changes before they're deployed to production. - We encourage granting data scientists working on the current ML project non-admin (read) access to this workspace, - to enable them to view and debug CI test results - * ``input_databricks_prod_workspace_host``: URL of production Databricks workspace. We encourage granting data scientists working on the current ML project non-admin (read) access to this workspace, - to enable them to view production job status and see job logs to debug failures. - * ``input_default_branch``: Name of the default branch, where the prod and staging ML resources are deployed from and the latest ML code is staged. - * ``input_release_branch``: Name of the release branch. The production jobs (model training, batch inference) defined in this - repo pull ML code from this branch. - -Or used for project initialization: - * ``input_project_name``: name of the current project - * ``input_read_user_group``: User group name to give READ permissions to for project resources (ML jobs, integration test job runs, and machine learning resources). A group with this name must exist in both the staging and prod workspaces. Defaults to "users", which grants read permission to all users in the staging/prod workspaces. You can specify a custom group name e.g. to restrict read permissions to members of the team working on the current ML project. - * ``input_include_models_in_unity_catalog``: If selected, models will be registered to [Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html#models-in-unity-catalog). Models will be registered under a three-level namespace of `..`, according the the target environment in which the model registration code is executed. Thus, if model registration code runs in the `prod` environment, the model will be registered to the `prod` catalog under the namespace `..`. This assumes that the respective catalogs exist in Unity Catalog (e.g. `dev`, `staging` and `prod` catalogs). Target environment names, and catalogs to be used are defined in the Databricks bundles files, and can be updated as needed. - * ``input_schema_name``: If using [Models in Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html#models-in-unity-catalog), specify the name of the schema under which the models should be registered, but we recommend keeping the name the same as the project name. We default to using the same `schema_name` across catalogs, thus this schema must exist in each catalog used. For example, the training pipeline when executed in the staging environment will register the model to `staging..`, whereas the same pipeline executed in the prod environment will register the mode to `prod..`. Also, be sure that the service principals in each respective environment have the right permissions to access this schema, which would be `USE_CATALOG`, `USE_SCHEMA`, `MODIFY`, `CREATE_MODEL`, and `CREATE_TABLE`. - * ``input_unity_catalog_read_user_group``: If using [Models in Unity Catalog](https://docs.databricks.com/en/mlflow/models-in-uc.html#models-in-unity-catalog), define the name of the user group to grant `EXECUTE` (read & use model) privileges for the registered model. Defaults to "account users". - * ``input_include_feature_store``: If selected, will provide [Databricks Feature Store](https://docs.databricks.com/machine-learning/feature-store/index.html) stack components including: project structure and sample feature Python modules, feature engineering notebooks, ML resource configs to provision and manage Feature Store jobs, and automated integration tests covering feature engineering and training. - * ``input_include_mlflow_recipes``: If selected, will provide [MLflow Recipes](https://mlflow.org/docs/latest/recipes.html) stack components, dividing the training pipeline into configurable steps and profiles. - -See the generated ``README.md`` for next steps! - -## Customize MLOps Stacks -Your organization can use the default stack as is or customize it as needed, e.g. to add/remove components or -adapt individual components to fit your organization's best practices. See the -[stack customization guide](stack-customization.md) for more details. - -## FAQ - -### Do I need separate dev/staging/prod workspaces to use MLOps Stacks? -We recommend using separate dev/staging/prod Databricks workspaces for stronger -isolation between environments. For example, Databricks REST API rate limits -are applied per-workspace, so if using [Databricks Model Serving](https://docs.databricks.com/applications/mlflow/model-serving.html), -using separate workspaces can help prevent high load in staging from DOSing your -production model serving endpoints. - -However, you can create a single workspace stack, by supplying the same workspace URL for -`input_databricks_staging_workspace_host` and `input_databricks_prod_workspace_host`. -If you go this route, we -recommend using different service principals to manage staging vs prod resources, -to ensure that CI workloads run in staging cannot interfere with production resources. - -### I have an existing ML project. Can I productionize it using MLOps Stacks? -Yes. Currently, you can instantiate a new project and copy relevant components -into your existing project to productionize it. MLOps Stacks is modularized, so -you can e.g. copy just the GitHub Actions workflows under `.github` or ML resource configs - under ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources`` -and ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml`` into your existing project. - -### Can I adopt individual components of MLOps Stacks? -For this use case, we recommend instantiating via [Databricks asset bundle templates](https://docs.databricks.com/en/dev-tools/bundles/templates.html) -and copying the relevant subdirectories. For example, all ML resource configs -are defined under ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources`` -and ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml``, while CI/CD is defined e.g. under `.github` -if using GitHub Actions, or under `.azure` if using Azure DevOps. - -### Can I customize my MLOps Stack? -Yes. We provide the default stack in this repo as a production-friendly starting point for MLOps. -However, in many cases you may need to customize the stack to match your organization's -best practices. See [the stack customization guide](stack-customization.md) -for details on how to do this. - -### Does the MLOps Stacks cover data (ETL) pipelines? - -Since MLOps Stacks is based on [databricks CLI bundles](https://docs.databricks.com/dev-tools/cli/bundle-commands.html), -it's not limited only to ML workflows and resources - it works for resources across the Databricks Lakehouse. For instance, while the existing ML -code samples contain feature engineering, training, model validation, deployment and batch inference workflows, -you can use it for Delta Live Tables pipelines as well. - -### How can I provide feedback? - -Please provide feedback (bug reports, feature requests, etc) via GitHub issues. - -## Contributing - -We welcome community contributions. For substantial changes, we ask that you first file a GitHub issue to facilitate -discussion, before opening a pull request. - -MLOps Stacks is implemented as a [Databricks asset bundle template](https://docs.databricks.com/en/dev-tools/bundles/templates.html) -that generates new projects given user-supplied parameters. Parametrized project code can be found under -the `{{.input_root_dir}}` directory. - -### Installing development requirements - -To run tests, install [actionlint](https://github.com/rhysd/actionlint), -[databricks CLI](https://docs.databricks.com/dev-tools/cli/databricks-cli.html), [npm](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm), and -[act](https://github.com/nektos/act), then install the Python -dependencies listed in `dev-requirements.txt`: - - pip install -r dev-requirements.txt - -### Running the tests -**NOTE**: This section is for open-source developers contributing to the default stack -in this repo. If you are working on an ML project using the stack (e.g. if you ran `databricks bundle init` -to start a new project), see the `README.md` within your generated -project directory for detailed instructions on how to make and test changes. - -Run unit tests: - -``` -pytest tests -``` - -Run all tests (unit and slower integration tests): - -``` -pytest tests --large -``` - -Run integration tests only: - -``` -pytest tests --large-only -``` - -### Previewing changes -When making changes to MLOps Stacks, it can be convenient to see how those changes affect -a generated new ML project. To do this, you can create an example -project from your local checkout of the repo, and inspect its contents/run tests within -the project. - -We provide example project configs for Azure (using both GitHub and Azure DevOps), AWS (using GitHub), and GCP (using GitHub) under `tests/example-project-configs`. -To create an example Azure project, using Azure DevOps as the CI/CD platform, run the following from the desired parent directory -of the example project: - -``` -# Note: update MLOPS_STACKS_PATH to the path to your local checkout of the MLOps Stacks repo -MLOPS_STACKS_PATH=~/mlops-stacks -databricks bundle init "$MLOPS_STACKS_PATH" --config-file "$MLOPS_STACKS_PATH/tests/example-project-configs/azure/azure-devops.json" -``` - -To create an example AWS project, using GitHub Actions for CI/CD, run: -``` -# Note: update MLOPS_STACKS_PATH to the path to your local checkout of the MLOps Stacks repo -MLOPS_STACKS_PATH=~/mlops-stacks -databricks bundle init "$MLOPS_STACKS_PATH" --config-file "$MLOPS_STACKS_PATH/tests/example-project-configs/aws/aws-github.json" -``` - -To create an example GCP project, using GitHub Actions for CI/CD, run: -``` -# Note: update MLOPS_STACKS_PATH to the path to your local checkout of the MLOps Stacks repo -MLOPS_STACKS_PATH=~/mlops-stacks -databricks bundle init "$MLOPS_STACKS_PATH" --config-file "$MLOPS_STACKS_PATH/tests/example-project-configs/gcp/gcp-github.json" -``` \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/conftest.py b/acceptance/bundle/deploy/mlops-stacks/template/conftest.py deleted file mode 100644 index 3375909a704..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/conftest.py +++ /dev/null @@ -1,41 +0,0 @@ -""" -This pytest configuration was adapted from MLflow: -https://github.com/mlflow/mlflow/blob/d382b2dd92065a68ea7ab6db16980fc65e1a8dca/conftest.py -""" - -import os -import posixpath -import pytest - - -def pytest_addoption(parser): - parser.addoption( - "--large-only", - action="store_true", - dest="large_only", - default=False, - help="Run only tests decorated with 'large' annotation", - ) - parser.addoption( - "--large", - action="store_true", - dest="large", - default=False, - help="Run tests decorated with 'large' annotation", - ) - - -def pytest_configure(config): - # Register markers to suppress `PytestUnknownMarkWarning` - config.addinivalue_line("markers", "large") - - -def pytest_runtest_setup(item): - markers = [mark.name for mark in item.iter_markers()] - marked_as_large = "large" in markers - large_option = item.config.getoption("--large") - large_only_option = item.config.getoption("--large-only") - if marked_as_large and not (large_option or large_only_option): - pytest.skip("use `--large` or `--large-only` to run this test") - if not marked_as_large and large_only_option: - pytest.skip("remove `--large-only` to run this test") diff --git a/acceptance/bundle/deploy/mlops-stacks/template/cookiecutter.json b/acceptance/bundle/deploy/mlops-stacks/template/cookiecutter.json deleted file mode 100644 index 8df2587fd85..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/cookiecutter.json +++ /dev/null @@ -1,3 +0,0 @@ -{ - "__please_use_databricks_cli_for_project_creation": "Please refer to README.md" -} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/dev-requirements.txt b/acceptance/bundle/deploy/mlops-stacks/template/dev-requirements.txt deleted file mode 100644 index 736e3099436..00000000000 --- a/acceptance/bundle/deploy/mlops-stacks/template/dev-requirements.txt +++ /dev/null @@ -1,3 +0,0 @@ -pytest==7.4.4 -pytest-black -mlflow==2.11.3 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/doc-images/ml-job-detailed.png b/acceptance/bundle/deploy/mlops-stacks/template/doc-images/ml-job-detailed.png deleted file mode 100644 index aa1711429c30b9aaccf9aa18b5a62598ea8e8277..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 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z%7OK4%t-1u`W84T1imp7%zjVrToM$y2*519;|YNaLzi^dT5bvTNpg!rBv@hu{ylOSosb2b|exLjLZ@R(jw)+^mKseH}hlL=U(+3B>WN2+V)_|Ql|NT z;wT6o5|w%Px)YdRBrge#5%%%~zSheiC+C?*f8`s@nvk2DaFcZEE00du`MeaYzOmq9 zHxMD+cELs=Bq}|zsKi*>pii9|P`N#Z!Bx)K+~h#fv(rBXxc7blW_l6Y;$y$Ky^b z({dSuJA1-Y&NMV(j^58N6o|N`&KJE`+nmr{KWC$rft>F9wMH#!JYlkHp|AErSqFw8 z?m2q!=iKAW*gincDhN$Bel;~IZ|m$?wBUYq$2-)~qCi#TYtDc-y?3zO+wg@N`}6uU zudpXQMaL{YN$e4Nst|WzM>b9CUyY>S{_eAUcm$8}+$%J-UnEf7zI?Ky+H3c*k}$sT zf|1mYa){R3*{CmzgY`NF1&n8{{WvW+wDOc)FxeK(JSk_I@z4#~tfUo$ccy#|U`tO8 z>e`{)<6S}*dI`62St4@AAF!cYQT`q%pR>bvbgI=@>9!IB{RNWfvaZesq$Fx1nqBH& zhgxX~C0Jz>+02*m*=AGczzFWz8+{>i!B%C!x__V7hpdU)STca!A3gP*YrbLZpP z;jb+sBtUNudG7cNB@WcMy+}Dx5+YPa%^=r*jAo^sj8j~OxFlc?BYP1>Bp+>*2rAmP3 zzJ|-%bqGXXs2r8FsAW zs%wACPE{9sR9a?i<}%e`gOJM4hv(bB|4gVYZYCeqk)q)>MDS3q| zswm6Vzurqu&C-G71%KPUM@aAHXw$l#OEJ8UC9B{Qrs#N;-K=c?gI~=vu#u z?_6%6=FEmZ@{sH#dOYV~~@^?>)>0Nw(%5%IX zX}(putd#K4=BI{Kw0c>g@sqlMArLuL=5C4&%t8OTApW2C^9G0 +``` + +Commit the current `README.md` file and other docs to the `{{ .input_default_branch }}` branch of the repo, to enable forking the repo: +``` +{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} +git add README.md docs .gitignore {{template `project_name_alphanumeric_underscore` .}}/resources/README.md +git commit -m "Adding project README" +{{ else }} +git add . +git commit -m "Adding CICD scaffolding" +{{ end }} +git push upstream {{ .input_default_branch }} +``` + +{{ if (eq .input_cicd_platform `github_actions`) -}} +## Configure CI/CD - GitHub Actions + +### Prerequisites +* You must be an account admin to add service principals to the account. +* You must be a Databricks workspace admin in the staging and prod workspaces. + Verify that you're an admin by viewing the + [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and + [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). + If the admin console UI loads instead of the Databricks workspace homepage, you are an admin. + +### Set up authentication for CI/CD +#### Set up Service Principal +{{ if eq .input_cloud `azure` }} +To authenticate and manage ML resources created by CI/CD, +[service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) +for the project should be created and added to both staging and prod workspaces. Follow +[Add a service principal to your Azure Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#--add-a-service-principal-to-your-azure-databricks-account")) }}) +and [Add a service principal to a workspace]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#--add-a-service-principal-to-a-workspace")) }}) +for details. + +For your convenience, we also have Terraform modules that can be used to [create](https://registry.terraform.io/modules/databricks/mlops-azure-project-with-sp-creation/databricks/latest) or [link](https://registry.terraform.io/modules/databricks/mlops-azure-project-with-sp-linking/databricks/latest) service principals. + +{{ else }} +To authenticate and manage ML resources created by CI/CD, +[service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) +for the project should be created and added to both staging and prod workspaces. Follow +[Add a service principal to your Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-your-databricks-account")) }}) +and [Add a service principal to a workspace]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-a-workspace")) }}) +for details. + +{{ if eq .input_cloud `aws` }} +For your convenience, we also have a [Terraform module](https://registry.terraform.io/modules/databricks/mlops-aws-project/databricks/latest) that can set up your service principals. +{{ end }} +{{ end }} + +#### Configure Service Principal (SP) permissions +If the created project uses **Unity Catalog**, we expect a catalog to exist with the name of the deployment target by default. +For example, if the deployment target is dev, we expect a catalog named dev to exist in the workspace. +If you want to use different catalog names, please update the target names declared in the +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[{{ .input_project_name }}/databricks.yml](../{{template `project_name_alphanumeric_underscore` .}}/databricks.yml) +{{- else }} `databricks.yml` {{ end }} file. +If changing the staging, prod, or test deployment targets, you'll also need to update the workflows located in the .github/workflows directory. + +The SP must have proper permission in each respective environment and the catalog for the environments. + +For the integration test and the ML training job, the SP must have permissions to read the input Delta table and create experiment and models. +i.e. for each environment: +- USE_CATALOG +- USE_SCHEMA +- MODIFY +- CREATE_MODEL +- CREATE_TABLE + +For the batch inference job, the SP must have permissions to read input Delta table and modify the output Delta table. +i.e. for each environment +- USAGE permissions for the catalog and schema of the input and output table. +- SELECT permission for the input table. +- MODIFY permission for the output table if it pre-dates your job. + + +#### Set secrets for CI/CD +{{ if eq .input_cloud `azure` }} +After creating the service principals and adding them to the respective staging and prod workspaces, refer to +[Manage access tokens for a service principal]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#--manage-access-tokens-for-a-service-principal")) }}) +and [Get Azure AD tokens for service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/api/latest/aad/service-prin-aad-token")) }}) +to get your service principal credentials (tenant id, application id, and client secret) for both the staging and prod service principals, and [Encrypted secrets](https://docs.github.com/en/actions/security-guides/encrypted-secrets) +to add the following secrets to GitHub: +- `PROD_AZURE_SP_TENANT_ID` +- `PROD_AZURE_SP_APPLICATION_ID` +- `PROD_AZURE_SP_CLIENT_SECRET` +- `STAGING_AZURE_SP_TENANT_ID` +- `STAGING_AZURE_SP_APPLICATION_ID` +- `STAGING_AZURE_SP_CLIENT_SECRET` +- `WORKFLOW_TOKEN` : [Github token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#creating-a-personal-access-token-classic) with workflow permissions. This secret is needed for the Deploy CI/CD Workflow. +Be sure to update the [Workflow Permissions](https://docs.github.com/en/actions/security-guides/automatic-token-authentication#modifying-the-permissions-for-the-github_token) section under Repo Settings > Actions > General to allow `Read and write permissions`. +{{ else }} +After creating the service principals and adding them to the respective staging and prod workspaces, follow +[Manage access tokens for a service principal]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#manage-access-tokens-for-a-service-principal")) }}) +to get service principal tokens for staging and prod workspace and follow [Encrypted secrets](https://docs.github.com/en/actions/security-guides/encrypted-secrets) +to add the secrets to GitHub: +- `STAGING_WORKSPACE_TOKEN` : service principal token for staging workspace +- `PROD_WORKSPACE_TOKEN` : service principal token for prod workspace +- `WORKFLOW_TOKEN` : [Github token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#creating-a-personal-access-token-classic) with workflow permissions. This secret is needed for the Deploy CI/CD Workflow. + +Next, be sure to update the [Workflow Permissions](https://docs.github.com/en/actions/security-guides/automatic-token-authentication#modifying-the-permissions-for-the-github_token) section under Repo Settings > Actions > General: +- Allow `Read and write permissions`, +- Allow workflows to be able to open pull requests (PRs). +{{ end }} + +### Setting up CI/CD workflows +After setting up authentication for CI/CD, you can now set up CI/CD workflows. We provide a [Deploy CICD workflow](../.github/workflows/deploy-cicd.yml) that can be used to generate the other CICD workflows mentioned below for projects. +This workflow is manually triggered with `project_name` as parameter. This workflow will need to be triggered for each project to set up its set of CI/CD workflows that can be used to deploy ML resources and run ML jobs in the staging and prod workspaces. +These workflows will be defined under `.github/workflows`. + +If you want to deploy CI/CD for an initialized project (`Project-Only` MLOps Stacks initialization), you can manually run the `deploy-cicd.yml` workflow from the [Github Actions UI](https://docs.github.com/en/actions/using-workflows/manually-running-a-workflow?tool=webui) once the project code has been added to your main repo. +The workflow will create a pull request with all the changes against your {{ .input_default_branch }} branch. Review and approve it to commit the files to deploy CI/CD for the project. + +{{ else if (eq .input_cicd_platform `azure_devops`) -}} +## Configure CI/CD - Azure DevOps + +Azure DevOps Pipelines are defined under `.azure/devops-pipelines`: +- **`deploy-cicd.yml`**:
+ - Generates the other CICD pipelines mentioned below for projects
+ - Manually triggered with `project_name` as parameter +> Note that this workflow will need to be triggered for each project to set up its CI/CD. In order to run the `Push CICD Bundle to a New Branch` step in the workflow, the project needs to enable the Build Service to be able to contribute and create a branch for the project, +i.e when the deploy CI/CD pipeline is triggered, the build service that runs this pipeline needs the necessary permissions to be able to push. To do this, go to Project Settings -> Repositories -> Security -> Select Build Service under users and +set "Contribute", "Create Branch", and "Contribute to pull requests" to "Allow". + +Project-Specific pipelines: +- **`{{ .input_project_name }}-tests-ci.yml`**:
+ - **[CI]** Performs unit and integration tests
+ - Triggered on PR to main +- **`{{ .input_project_name }}-bundle-cicd.yml`**:
+ - **[CI]** Performs validation of Databricks resources defined under `{{template `project_name_alphanumeric_underscore` .}}/resources`
+ - Triggered on PR to main
+ - **[CD]** Deploys Databricks resources to the staging workspace
+ - Triggered on merging into main
+ - **[CD]** Deploys Databricks resources to the prod workspace
+ - Triggered on merging into release +> Note that these workflows are provided as example CI/CD workflows, and can be easily modified to match your preferred CI/CD order of operations. + +Within the CI/CD pipelines defined under `.azure/devops-pipelines`, we will be deploying Databricks resources to the defined staging and prod workspaces using the `databricks` CLI. This requires setting up authentication between the `databricks` CLI and Databricks. By default we show how to authenticate with service principals by passing [secret variables from a variable group](https://learn.microsoft.com/en-us/azure/devops/pipelines/scripts/cli/pipeline-variable-group-secret-nonsecret-variables?view=azure-devops). In a production setting it is recommended to either use an [Azure Key Vault](https://learn.microsoft.com/en-us/azure/devops/pipelines/release/azure-key-vault?view=azure-devops&tabs=yaml) to store these secrets, or alternatively use [Azure service connections](https://learn.microsoft.com/en-us/azure/devops/pipelines/library/service-endpoints?view=azure-devops&tabs=yaml). We describe below how you can adapt the project Pipelines to leverage service connections. Let's add these. + +``` +git add .azure +git commit -m "Adding devops-pipeline files" +git push upstream {{ .input_default_branch }} +``` + +### Service principal approach [Default] + +By default, we provide Azure Pipelines where authentication is done using service principals. + +#### Requirements: +- You must be an account admin to add service principals to the account. +- You must be a Databricks workspace admin in the staging and prod workspaces. Verify that you're an admin by viewing the + [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and + [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). If + the admin console UI loads instead of the Databricks workspace homepage, you are an admin. +- Permissions to create Azure DevOps Pipelines in your Azure DevOps project. See the following [Azure DevOps prerequisites](https://learn.microsoft.com/en-us/azure/devops/organizations/security/about-permissions). +- Permissions to create Azure DevOps build policies. See the following [prerequisites](https://learn.microsoft.com/azure/devops/repos/git/branch-policies). + +#### Steps: +{{ if (eq .input_cloud `azure`) }} +1. Create two service principals - one to be used for deploying and running staging resources, and one to be used for deploying and running production resources. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) for details on how to create a service principal. +1. [Add the staging and production service principals to your Azure Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#add-service-principals-to-your-account-using-the-account-console")) }}), and following this add the staging service principal to the staging workspace, and production service principal to the production workspace. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) for details. +1. Follow ['Get Azure AD tokens for the service principals']({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/api/latest/aad/service-prin-aad-token")) }}) +to get your service principal credentials (tenant id, application id, and client secret) for both the staging and prod service principals. You will use these credentials as variables in the project Azure Pipelines. +{{ else }} +1. Create two service principals - one to be used for deploying and running staging resources, and one to be used for deploying and running production resources. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) for details on how to create a service principal. +1. [Add the staging and production service principals to your Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-service-principals-to-your-account-using-the-account-console")) }}), and following this add the staging service principal to the staging workspace, and production service principal to the production workspace. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) for details. +1. Follow ['Get tokens for the service principals']({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#manage-personal-access-tokens-for-a-service-principal")) }}) +to get your service principal token for both the staging and prod service principals. You will use the token as variables in the project Azure Pipelines. +{{ end }} +1. Create separate Azure Pipelines under your Azure DevOps project using the ‘Existing Azure Pipelines YAML file’ option. Create one pipeline for each script. See [here](https://docs.microsoft.com/en-us/azure/devops/pipelines/create-first-pipeline) for more details on creating Azure Pipelines. +1. Create a new variable group called `{{ .input_root_dir }} variable group` defining the following secret variables, for more details [here](https://learn.microsoft.com/en-us/azure/devops/pipelines/library/variable-groups?view=azure-devops&tabs=classic#create-a-variable-group): +{{ if (eq .input_cloud `azure`) }} + - `PROD_AZURE_SP_TENANT_ID`: tenant ID for the prod service principal + - `PROD_AZURE_SP_APPLICATION_ID`: application (client) ID for the prod service principal + - `PROD_AZURE_SP_CLIENT_SECRET`: client secret for the prod service principal + - `STAGING_AZURE_SP_TENANT_ID`: tenant ID for the staging service principal + - `STAGING_AZURE_SP_APPLICATION_ID`: application (client) ID for the staging service principal + - `STAGING_AZURE_SP_CLIENT_SECRET`: client secret for the prod service principal +{{ else }} + - `PROD_WORKSPACE_TOKEN` : service principal token for prod workspace + - `STAGING_WORKSPACE_TOKEN` : service principal token for staging workspace +{{ end }} + - Ensure that the Azure Pipelines created in the prior step have access to these variables by selecting the name of the pipelines under the 'Pipeline permissions' tab of this variable group. + - Alternatively you could store these secrets in an [Azure Key Vault](https://learn.microsoft.com/en-us/azure/devops/pipelines/release/key-vault-in-own-project?view=azure-devops&tabs=portal) and link those secrets as variables to be used in the Pipelines. +1. Define [build validation branch policies](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#build-validation) for the `{{ .input_default_branch }}` branch using the Azure build pipelines created in step 1. This is required so that any PR changes to the `{{ .input_default_branch }}` must build successfully before PRs can complete. +In the case of a monorepo, where there are multiple projects under a single repository, set a [path filter](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#path-filters) on the build validation policies, such that devops pipelines are only triggered when there are changes to the respective projects (e.g. the path filter would be `/project1/*` to trigger a devops pipeline when changes are made to _only_ files under the `project1` folder). + +{{ if (eq .input_cloud `azure`) }} +### Service connection approach [Recommended in production settings] + +#### Requirements: +- You must be an Azure account admin to add service principals to the account. +- You must be a Databricks workspace admin in the staging and prod workspaces. Verify that you're an admin by viewing the + [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and + [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). If + the admin console UI loads instead of the Databricks workspace homepage, you are an admin. +- Permissions to create service connections within an Azure subscription. See the following [prerequisites](https://docs.microsoft.com/azure/devops/pipelines/library/service-endpoints). +- Permissions to create Azure DevOps Pipelines in your Azure DevOps project. See the following [Azure DevOps prerequisites](https://learn.microsoft.com/en-us/azure/devops/organizations/security/about-permissions). +- Permissions to create Azure DevOps build policies. See the following [prerequisites](https://learn.microsoft.com/azure/devops/repos/git/branch-policies). + +The ultimate aim of the service connection approach is to use two separate service connections, authenticated with a staging service principal and a production service principal, to deploy and run resources in the respective Azure Databricks workspaces. Taking this approach then negates the need to read client secrets or client IDs from the CI/CD pipelines. + +#### Steps: +1. Create two service principals - one to be used for deploying and running staging resources, and one to be used for deploying and running production resources. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) for details on how to create a service principal. +1. [Add the staging and production service principals to your Azure Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals#add-service-principals-to-your-account-using-the-account-console")) }}), and following this add the staging service principal to the staging workspace, and production service principal to the production workspace. See [here]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html")) }}) for details. +1. [Create two Azure Resource Manager service connections](https://learn.microsoft.com/en-us/azure/devops/pipelines/library/service-endpoints?view=azure-devops&tabs=yaml#create-a-service-connection) - one to be used to deploy to staging Databricks resources, the other for production resources. Each of these service connections should be authenticated with the respective staging and production service principals created in the prior step. +1. Update pipeline YAML files to use service connections rather than pipeline variables: + - First, remove any lines where the environment variables are set in tasks in `{{ .input_project_name }}-tests-ci.yml` or `{{ .input_project_name }}-bundle-cicd.yml` files. Specifically, any lines where the following env vars are used: `PROD_AZURE_SP_TENANT_ID`, `PROD_AZURE_SP_APPLICATION_ID`, `PROD_AZURE_SP_CLIENT_SECRET`, `STAGING_AZURE_SP_TENANT_ID`, `STAGING_AZURE_SP_APPLICATION_ID`, `STAGING_AZURE_SP_CLIENT_SECRET` + - Then, add the following AzureCLI task prior to installing the `databricks` cli in any of the pipeline jobs: + +```yaml +# Get Azure Resource Manager variables using service connection +- task: AzureCLI@2 + displayName: 'Extract information from Azure CLI' + inputs: + azureSubscription: # TODO: insert SERVICE_CONNECTION_NAME + addSpnToEnvironment: true + scriptType: bash + scriptLocation: inlineScript + inlineScript: | + subscription_id=$(az account list --query "[?isDefault].id"|jq -r '.[0]') + echo "##vso[task.setvariable variable=ARM_CLIENT_ID]${servicePrincipalId}" + echo "##vso[task.setvariable variable=ARM_CLIENT_SECRET;issecret=true]${servicePrincipalKey}" + echo "##vso[task.setvariable variable=ARM_TENANT_ID]${tenantId}" + echo "##vso[task.setvariable variable=ARM_SUBSCRIPTION_ID]${subscription_id}" +``` + > Note that you will have to update this code snippet with the respective service connection names, depending on which Databricks workspace you are deploying resources to. + +1. Create separate Azure Pipelines under your Azure DevOps project using the ‘Existing Azure Pipelines YAML file’ option. Create one pipeline for each script. See [here](https://docs.microsoft.com/en-us/azure/devops/pipelines/create-first-pipeline) for more details on creating Azure Pipelines. +1. Define [build validation branch policies](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#build-validation) for the `{{ .input_default_branch }}` branch using the Azure build pipelines created in step 1. This is required so that any PR changes to the `{{ .input_default_branch }}` must build successfully before PRs can complete. +In the case of a monorepo, where there are multiple projects under a single repository, set a [path filter](https://learn.microsoft.com/en-us/azure/devops/repos/git/branch-policies?view=azure-devops&tabs=browser#path-filters) on the build validation policies, such that devops pipelines are only triggered when there are changes to the respective projects (e.g. the path filter would be `/project1/*` to trigger a devops pipeline when changes are made to _only_ files under the `project1` folder). +{{ end }} + +### Setting up CI/CD workflows +After setting up authentication for CI/CD, you can now set up CI/CD workflows. We provide a [Deploy CICD workflow](../.azure/devops-pipelines/deploy-cicd.yml) that can be used to generate the other CICD workflows mentioned below for projects. +This workflow is manually triggered with `project_name` as parameter. This workflow will need to be triggered for each project to set up its set of CI/CD workflows that can be used to deploy ML resources and run ML jobs in the staging and prod workspaces. +These workflows will be defined under `.azure/devops-pipelines`. After generating these workflows, be sure to go through the above workflow-specific steps again to add the appropriate build branch policies and filters. + +{{ else if (eq .input_cicd_platform `gitlab`) }} +## Configure CI/CD - Gitlab Pipelines + +### Prerequisites +* You must be an account admin to add service principals to the account. +* You must be a Databricks workspace admin in the staging and prod workspaces. Verify that you're an admin by viewing the + [staging workspace admin console]({{template `databricks_staging_workspace_host` .}}#setting/accounts) and + [prod workspace admin console]({{template `databricks_prod_workspace_host` .}}#setting/accounts). If + the admin console UI loads instead of the Databricks workspace homepage, you are an admin. + +### Set up authentication for CI/CD +#### Set up Service Principal +To authenticate and manage ML resources created by CI/CD, +[service principals]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals")) }}) +should be created and added to test, staging and prod workspaces. + +Service principals can be created and managed in the your cloud provider identity solution or in Databricks directly. We normally recommend setting up a Databricks managed service principal. +Follow [Add a service principal to your Databricks account]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-your-databricks-account")) }}) +and [Add a service principal to a workspace]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "administration-guide/users-groups/service-principals.html#add-a-service-principal-to-a-workspace")) }}) +for details. + +{{ if eq .input_cloud `aws` }} +For your convenience, we also have a [Terraform module](https://registry.terraform.io/modules/databricks/mlops-aws-project/databricks/latest) that can set up your service principals. +{{ end }} + +#### Configure Service Principal (SP) permissions +If the created project uses **Unity Catalog**, we expect a catalog to exist with the name of the deployment target by default. +For example, if the deployment target is dev, we expect a catalog named dev to exist in the workspace. +If you want to use different catalog names, please update the target names declared in the +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[{{ .input_project_name }}/databricks.yml](../{{template `project_name_alphanumeric_underscore` .}}/databricks.yml) +{{- else }} `databricks.yml` {{ end }} file. +If changing the staging, prod, or test deployment targets, you'll also need to update the workflows located in the .gitlab/pipelines directory. + +The SP must have proper permission in each respective environment and the catalog for the environments. + +For the integration test and the ML training job, the SP must have permissions to read the input Delta table and create experiment and models. +i.e. for each environment: +- USE_CATALOG +- USE_SCHEMA +- MODIFY +- CREATE_MODEL +- CREATE_TABLE + +For the batch inference job, the SP must have permissions to read input Delta table and modify the output Delta table. +i.e. for each environment +- USAGE permissions for the catalog and schema of the input and output table. +- SELECT permission for the input table. +- MODIFY permission for the output table if it pre-dates your job. + +#### Gitlab Environment and secrets for CI/CD +After creating the service principals and adding them to the respective staging and prod workspaces, +you need to ad the client id and secret to Gitlab so that it can authenticate into Databricks for the execution of the integration tests and deployments. +First you need to setup the [Gitlab environments](https://docs.gitlab.com/ee/ci/environments/). Typically you setup the following environemnts: +- integration +- stage +- production + +Add the following [Gitlab CI/CD variables](https://docs.gitlab.com/ee/ci/variables/) In each [environemt](https://docs.gitlab.com/ee/ci/environments/index.html#limit-the-environment-scope-of-a-cicd-variable), with the corresponding service principal information: +- SP_CLIENT_ID +- SP_CLIENT_SECRET + +Ensure that the variable visibility is set to masked and hidden. + +### Building and Pushing the Docker image +Gitlab exectues the pipeline on a VM initialized from a Docker image. +The default Docker image is: [databricksfieldeng/mlopsstack:latest](https://hub.docker.com/repository/docker/databricksfieldeng/mlopsstack/general). +The Docker image should include all requirements to run the CI/CD pipelines (e.g. Databricks CLI, Python and its libraries used in the unit tests, Java for executing spark locally to the VM). +The folder `.gitlab/docker/` includes the files to build the Docker image. + +You can execute the following script to locally build and push the Docker image into a registry on your local machine: +`{{.input_root_dir}}/.gitlab/docker/push_image_to_gitlab.sh` +Make sure that each pipeline yml file +(in the folder `.gitlab/pipelines/`) points to that image. +NOTE: you can use the same image for multiple projects. +If a project requires additional Python libraries, they can also be installed as part of the pipelines scripts. + +### Setting up the CI/CD Pipeline +Gitlab, by default, expects the pipeline file to be placed in the project root folder and to be named `.gitlab-ci.yml`. +Change the pipeline default [pipeline configuration file](https://docs.gitlab.com/ee/ci/pipelines/settings.html#specify-a-custom-cicd-configuration-file): +in the section `Settings > CI/CD > General Pipelines > CI/CD configuration file`, +add the value `.gitlab/pipelines/{{.input_project_name}}-triggers-cicd.yml` which is our project main pipeline file. + +{{ end }} + +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} +{{- if (eq .input_include_mlflow_recipes `yes`) }} +## Configure profiles for tests, staging, and prod +Address the TODOs in the following files: +* [databricks-dev.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-dev.yaml): specify recipe configs to use in dev workspace +* [databricks-staging.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-staging.yaml): specify recipe configs to use in recurring model training and batch inference + jobs that run in the staging workspace +* [databricks-prod.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-prod.yaml) specify recipe configs to use in recurring model training and batch inference + jobs that run in the prod workspace +* [databricks-test.yaml](../{{template `project_name_alphanumeric_underscore` .}}/training/profiles/databricks-test.yaml): specify recipe configs to use in integration tests(CI) +{{- end }} + +## Merge a PR with your initial ML code +Create and push a PR branch adding the ML code to the repository. + +``` +git checkout -b add-ml-code +git add . +git commit -m "Add ML Code" +git push upstream add-ml-code +``` + +Open a PR from the newly pushed branch. CI will run to ensure that tests pass +on your initial ML code. Fix tests if needed, then get your PR reviewed and merged. +After the pull request merges, pull the changes back into your local `{{ .input_default_branch }}` +branch: + +``` +git checkout {{ .input_default_branch }} +git pull upstream {{ .input_default_branch }} +``` +{{- end }} + +{{ if not (eq .input_release_branch .input_default_branch) -}} +## Create release branch +Create and push a release branch called `{{ .input_release_branch }}` off of the `{{ .input_default_branch }}` branch of the repository: +``` +git checkout -b {{ .input_release_branch }} {{ .input_default_branch }} +git push upstream {{ .input_release_branch }} +git checkout {{ .input_default_branch }} +``` + +Your production jobs (model training, batch inference) will pull ML code against this branch, while your staging jobs will pull ML code against the `{{ .input_default_branch }}` branch. Note that the `{{ .input_default_branch }}` branch will be the source of truth for ML resource configs and CI/CD workflows. + +For future ML code changes, iterate against the `{{ .input_default_branch }}` branch and regularly deploy your ML code from staging to production by merging code changes from the `{{ .input_default_branch }}` branch into the `{{ .input_release_branch }}` branch. +{{ end -}} + +{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} +## Deploy ML resources and enable production jobs +Follow the instructions in [{{ .input_project_name }}/resources/README.md](../{{template `project_name_alphanumeric_underscore` .}}/resources/README.md) to deploy ML resources +and production jobs. +{{- end }} + +## Next steps +After you configure CI/CD and deploy training & inference pipelines, notify data scientists working +on the current project. They should now be able to follow the +[ML pull request guide](ml-pull-request.md) and +{{ if (eq .input_setup_cicd_and_project `CICD_and_Project`)}}[ML resource config guide](../{{template `project_name_alphanumeric_underscore` .}}/resources/README.md){{- end }} to propose, test, and deploy +ML code and pipeline changes to production. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/test-requirements.txt.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/test-requirements.txt.tmpl new file mode 100644 index 00000000000..296b56e079d --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/test-requirements.txt.tmpl @@ -0,0 +1,2 @@ +pytest>=7.1.2 +pandas==1.5.3 \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl new file mode 100644 index 00000000000..cdb7f98ea7a --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl @@ -0,0 +1,252 @@ +# {{ .input_project_name }} +This project comes with example ML code to train, validate and deploy a regression model to predict NYC taxi fares. +If you're a data scientist just getting started with this repo for a brand new ML project, we recommend +adapting the provided example code to your ML problem. Then making and +testing ML code changes on Databricks or your local machine. + +The "Getting Started" docs can be found at {{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/bundles/mlops-stacks.html")) }}. + +## Table of contents +* [Code structure](#code-structure): structure of this project. +{{ if (eq .input_include_feature_store `yes`) }} +* [Configure your ML pipeline](#configure-your-ml-pipeline): making and testing ML code changes on Databricks or your local machine. +{{ end }} +* [Iterating on ML code](#iterating-on-ml-code): making and testing ML code changes on Databricks or your local machine. +* [Next steps](#next-steps) + +This directory contains an ML project based on the default +[Databricks MLOps Stacks](https://github.com/databricks/mlops-stacks), +defining a production-grade ML pipeline for automated retraining and batch inference of an ML model on tabular data. + +## Code structure +This project contains the following components: + +| Component | Description | +|----------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| ML Code | Example ML project code, with unit tested Python modules and notebooks | +| ML Resources as Code | ML pipeline resources (training and batch inference jobs with schedules, etc) configured and deployed through [databricks CLI bundles]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/bundle-cli.html")) }}) | + +contained in the following files: + +``` +{{ .input_root_dir }} <- Root directory. Both monorepo and polyrepo are supported. +│ +├── {{template `project_name_alphanumeric_underscore` .}} <- Contains python code, notebooks and ML resources related to one ML project. +│ │ +│ ├── requirements.txt <- Specifies Python dependencies for ML code (for example: model training, batch inference). +│ │ +│ ├── databricks.yml <- databricks.yml is the root bundle file for the ML project that can be loaded by databricks CLI bundles. It defines the bundle name, workspace URL and resource config component to be included. +│ │ +{{- if and (eq .input_include_feature_store `no`) (eq .input_include_mlflow_recipes `no`) }} +│ ├── training <- Training folder contains Notebook that trains and registers the model. +│ │ +│ ├── validation <- Optional model validation step before deploying a model. +│ │ +│ ├── monitoring <- Model monitoring, feature monitoring, etc. +│ │ +│ ├── deployment <- Deployment and Batch inference workflows +│ │ │ +│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. +│ │ │ +│ │ ├── model_deployment <- As part of CD workflow, deploy the registered model by assigning it the appropriate alias. +│ │ +│ │ +│ ├── tests <- Unit tests for the ML project, including the modules under `features`. +│ │ +│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. +│ │ +│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow +│ │ +│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow +│ │ +│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment +│ │ +│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow +{{- else if (eq .input_include_feature_store `yes`) }} +│ ├── training <- Training folder contains Notebook that trains and registers the model with feature store support. +│ │ +│ ├── feature_engineering <- Feature computation code (Python modules) that implements the feature transforms. +│ │ The output of these transforms get persisted as Feature Store tables. Most development +│ │ work happens here. +│ │ +│ ├── validation <- Optional model validation step before deploying a model. +│ │ +│ ├── monitoring <- Model monitoring, feature monitoring, etc. +│ │ +│ ├── deployment <- Deployment and Batch inference workflows +│ │ │ +│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. +│ │ │ +│ │ ├── model_deployment <- As part of CD workflow, deploy the registered model by assigning it the appropriate alias. +│ │ +│ │ +│ ├── tests <- Unit tests for the ML project, including the modules under `features`. +│ │ +│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. +│ │ +│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow +│ │ +│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow +│ │ +│ ├── feature-engineering-workflow-resource.yml <- ML resource config definition for feature engineering workflow +│ │ +│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment +│ │ +│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow +{{- else }} +│ ├── training <- Folder for model development via MLflow recipes. +│ │ │ +│ │ ├── steps <- MLflow recipe steps (Python modules) implementing ML pipeline logic, e.g. model training and evaluation. Most +│ │ │ development work happens here. See https://mlflow.org/docs/latest/recipes.html for details +│ │ │ +│ │ ├── notebooks <- Databricks notebook that runs the MLflow recipe, i.e. run the logic in `steps`. Used to +│ │ │ drive code execution on Databricks for CI/CD. In most cases, you do not need to modify +│ │ │ the notebook. +│ │ │ +│ │ ├── recipe.yaml <- The main recipe configuration file that declaratively defines the attributes and behavior +│ │ │ of each recipe step, such as the input dataset to use for training a model or the +│ │ │ performance criteria for promoting a model to production. +│ │ │ +│ │ ├── profiles <- Environment-specific (e.g. dev vs test vs prod) configurations for MLflow recipes execution. +│ │ +│ │ +│ ├── validation <- Optional model validation step before deploying a model. +│ │ +│ ├── monitoring <- Model monitoring, feature monitoring, etc. +│ │ +│ ├── deployment <- Model deployment and endpoint deployment. +│ │ │ +│ │ ├── batch_inference <- Batch inference code that will run as part of scheduled workflow. +│ │ │ +│ │ ├── model_deployment <- As part of CD workflow, promote model to Production stage in model registry. +│ │ +│ ├── tests <- Unit tests for the ML project, including modules under `steps`. +│ │ +│ ├── resources <- ML resource (ML jobs, MLflow models) config definitions expressed as code, across dev/staging/prod/test. +│ │ +│ ├── model-workflow-resource.yml <- ML resource config definition for model training, validation, deployment workflow +│ │ +│ ├── batch-inference-workflow-resource.yml <- ML resource config definition for batch inference workflow +│ │ +│ ├── ml-artifacts-resource.yml <- ML resource config definition for model and experiment +│ │ +│ ├── monitoring-resource.yml <- ML resource config definition for quality monitoring workflow +{{- end }} +``` + +{{ if (eq .input_include_feature_store `yes`) }} +## Configure your ML pipeline + +The sample ML code consists of the following: + +* Feature computation modules under `feature_engineering` folder. +These sample module contains features logic that can be used to generate and populate tables in Feature Store. +In each module, there is `compute_features_fn` method that you need to implement. This should compute a features dataframe +(each column being a separate feature), given the input dataframe, timestamp column and time-ranges. +The output dataframe will be persisted in a [time-series Feature Store table]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "machine-learning/feature-store/time-series.html")) }}). +See the example modules' documentation for more information. +* Python unit tests for feature computation modules in `tests/feature_engineering` folder. +* Feature engineering notebook, `feature_engineering/notebooks/GenerateAndWriteFeatures.py`, that reads input dataframes, dynamically loads feature computation modules, executes their `compute_features_fn` method and writes the outputs to a Feature Store table (creating it if missing). +* Training notebook that [trains]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "machine-learning/feature-store/train-models-with-feature-store.html")) }} ) a regression model by creating a training dataset using the Feature Store client. +* Model deployment and batch inference notebooks that deploy and use the trained model. +* An automated integration test is provided (in `.github/workflows/{{ .input_project_name }}-run-tests.yml`) that executes a multi task run on Databricks involving the feature engineering and model training notebooks. + +To adapt this sample code for your use case, implement your own feature module, specifying configs such as input Delta tables/dataset path(s) to use when developing +the feature engineering pipelines. +1. Implement your feature module, address TODOs in `feature_engineering/features` and create unit test in `tests/feature_engineering` +2. Update `resources/feature-engineering-workflow-resource.yml`. Fill in notebook parameters for `write_feature_table_job`. +3. Update training data path in `resources/model-workflow-resource.yml`. + +We expect most of the development to take place in the `feature_engineering` folder. + +{{ end }} +## Iterating on ML code + +### Deploy ML code and resources to dev workspace using Bundles + +Refer to [Local development and dev workspace](./resources/README.md#local-development-and-dev-workspace) +to use databricks CLI bundles to deploy ML code together with ML resource configs to dev workspace. + +This will allow you to develop locally and use databricks CLI bundles to deploy to your dev workspace to test out code and config changes. + +### Develop on Databricks using Databricks Repos + +#### Prerequisites +You'll need: +* Access to run commands on a cluster running Databricks Runtime ML version 11.0 or above in your dev Databricks workspace +* To set up [Databricks Repos]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/index.html")) }}): see instructions below + +#### Configuring Databricks Repos +To use Repos, [set up git integration]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/repos-setup.html")) }}) in your dev workspace. + +If the current project has already been pushed to a hosted Git repo, follow the +[UI workflow]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/git-operations-with-repos#add-a-repo-and-connect-remotely-later")) }}) +to clone it into your dev workspace and iterate. + +Otherwise, e.g. if iterating on ML code for a new project, follow the steps below: +* Follow the [UI workflow]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/git-operations-with-repos#add-a-repo-and-connect-remotely-later")) }}) + for creating a repo, but uncheck the "Create repo by cloning a Git repository" checkbox. +* Install the `dbx` CLI via `pip install --upgrade dbx` +* Run `databricks configure --profile {{ .input_project_name }}-dev --token --host `, passing the URL of your dev workspace. + This should prompt you to enter an API token +* [Create a personal access token]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/auth/pat.html")) }}) + in your dev workspace and paste it into the prompt from the previous step +* From within the root directory of the current project, use the [dbx sync](https://dbx.readthedocs.io/en/latest/guides/python/devloop/mixed/#using-dbx-sync-repo-for-local-to-repo-synchronization) tool to copy code files from your local machine into the Repo by running + `dbx sync repo --profile {{ .input_project_name }}-dev --source . --dest-repo your-repo-name`, where `your-repo-name` should be the last segment of the full repo name (`/Repos/username/your-repo-name`) + +{{ if (eq .input_include_feature_store `yes`) }} +### Develop locally + +You can iterate on the feature transform modules locally in your favorite IDE before running them on Databricks. + +#### Running code on Databricks +You can iterate on ML code by running the provided `feature_engineering/notebooks/GenerateAndWriteFeatures.py` notebook on Databricks using +[Repos]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/index.html")) }}). This notebook drives execution of +the feature transforms code defined under ``features``. You can use multiple browser tabs to edit +logic in `features` and run the feature engineering pipeline in the `GenerateAndWriteFeatures.py` notebook. + +#### Prerequisites +* Python 3.8+ +* Install feature engineering code and test dependencies via `pip install -I -r requirements.txt` from project root directory. +* The features transform code uses PySpark and brings up a local Spark instance for testing, so [Java (version 8 and later) is required](https://spark.apache.org/docs/latest/#downloading). +{{- if (eq .input_include_models_in_unity_catalog `yes`) }} +* Access to UC catalog and schema +We expect a catalog to exist with the name of the deployment target by default. +For example, if the deployment target is dev, we expect a catalog named dev to exist in the workspace. +If you want to use different catalog names, please update the target names declared in the [databricks.yml](./databricks.yml) file. +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} +If changing the staging, prod, or test deployment targets, you'll also need to update the workflows located in the .github/workflows directory. +{{- end }} + +For the ML training job, you must have permissions to read the input Delta table and create experiment and models. +i.e. for each environment: +- USE_CATALOG +- USE_SCHEMA +- MODIFY +- CREATE_MODEL +- CREATE_TABLE + +For the batch inference job, you must have permissions to read input Delta table and modify the output Delta table. +i.e. for each environment +- USAGE permissions for the catalog and schema of the input and output table. +- SELECT permission for the input table. +- MODIFY permission for the output table if it pre-dates your job. +{{- end }} + +#### Run unit tests +You can run unit tests for your ML code via `pytest tests`. + +{{ end }} + +## Next Steps + +When you're satisfied with initial ML experimentation (e.g. validated that a model with reasonable performance can be trained on your dataset) and ready to deploy production training/inference pipelines, ask your ops team to set up CI/CD for the current ML project if they haven't already. CI/CD can be set up as part of the + +MLOps Stacks initialization even if it was skipped in this case, or this project can be added to a repo setup with CI/CD already, following the directions under "Setting up CI/CD" in the repo root directory README. + +To add CI/CD to this repo: + 1. Run `databricks bundle init mlops-stacks` via the Databricks CLI + 2. Select the option to only initialize `CICD_Only` + 3. Provide the root directory of this project and answer the subsequent prompts + +More details can be found on the homepage [MLOps Stacks README](https://github.com/databricks/mlops-stacks/blob/main/README.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml.tmpl new file mode 100644 index 00000000000..de207874329 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml.tmpl @@ -0,0 +1,70 @@ +# The name of the bundle. run `databricks bundle schema` to see the full bundle settings schema. +bundle: + # Do not modify the below line, this autogenerated field is used by the Databricks backend. + uuid: {{ bundle_uuid }} + + name: {{ .input_project_name }} + +variables: + experiment_name: + description: Experiment name for the model training. + default: /Users/${workspace.current_user.userName}/${bundle.target}-{{template `experiment_base_name` .}} + model_name: + description: Model name for the model training. + {{ if (eq .input_include_models_in_unity_catalog `no`) }}default: ${bundle.target}-{{template `model_name` .}} + {{- else -}}default: {{template `model_name` .}}{{end}} + {{ if (eq .input_include_models_in_unity_catalog `yes`) }}catalog_name: + description: The catalog name to save the trained model{{end}} + +include: + # Resources folder contains ML artifact resources for the ML project that defines model and experiment + # And workflows resources for the ML project including model training -> validation -> deployment, + # {{- if (eq .input_include_feature_store `yes`) }} feature engineering, {{ end }} batch inference, quality monitoring, metric refresh, alerts and triggering retraining + - ./resources/batch-inference-workflow-resource.yml + - ./resources/ml-artifacts-resource.yml + - ./resources/model-workflow-resource.yml + {{- if (eq .input_include_feature_store `yes`) }} + - ./resources/feature-engineering-workflow-resource.yml + {{- end }} + # TODO: uncomment once monitoring inference table has been created + # - ./resources/monitoring-resource.yml + +# Deployment Target specific values for workspace +targets: + dev: {{ if (eq .input_include_models_in_unity_catalog `yes`)}} # UC Catalog Name {{ end }} + mode: development + default: true + {{- if (eq .input_include_models_in_unity_catalog `yes`)}} + variables: + catalog_name: dev + {{- end}} + workspace: + # TODO: add dev workspace URL + host: + +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`)}} + + staging: + {{- if (eq .input_include_models_in_unity_catalog `yes`) }} + variables: + catalog_name: {{ .input_staging_catalog_name }} + {{- end}} + workspace: + host: {{template `databricks_staging_workspace_host` .}} + + prod: + {{- if (eq .input_include_models_in_unity_catalog `yes`)}} + variables: + catalog_name: {{ .input_prod_catalog_name }} + {{- end}} + workspace: + host: {{template `databricks_prod_workspace_host` .}} + + test: + {{- if (eq .input_include_models_in_unity_catalog `yes`)}} + variables: + catalog_name: {{ .input_test_catalog_name }} + {{- end}} + workspace: + host: {{template `databricks_staging_workspace_host` .}} +{{ end }} \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/README.md.tmpl new file mode 100644 index 00000000000..61ba6ab5e44 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/README.md.tmpl @@ -0,0 +1,54 @@ +# Batch Inference +To set up batch inference job via scheduled Databricks workflow, please refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../../resources/README.md) + +## Prepare the batch inference input table for the example Project +Please run the following code in a notebook to generate the example batch inference input table. +{{ if (eq .input_include_feature_store `yes`) }} +``` +from pyspark.sql.functions import to_timestamp, lit +from pyspark.sql.types import IntegerType +import math +from datetime import timedelta, timezone + +def rounded_unix_timestamp(dt, num_minutes=15): + """ + Ceilings datetime dt to interval num_minutes, then returns the unix timestamp. + """ + nsecs = dt.minute * 60 + dt.second + dt.microsecond * 1e-6 + delta = math.ceil(nsecs / (60 * num_minutes)) * (60 * num_minutes) - nsecs + return int((dt + timedelta(seconds=delta)).replace(tzinfo=timezone.utc).timestamp()) + + +rounded_unix_timestamp_udf = udf(rounded_unix_timestamp, IntegerType()) + +df = spark.table("delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled`") +df.withColumn( + "rounded_pickup_datetime", + to_timestamp(rounded_unix_timestamp_udf(df["tpep_pickup_datetime"], lit(15))), +).withColumn( + "rounded_dropoff_datetime", + to_timestamp(rounded_unix_timestamp_udf(df["tpep_dropoff_datetime"], lit(30))), +).drop( + "tpep_pickup_datetime" +).drop( + "tpep_dropoff_datetime" +).drop( + "fare_amount" +).write.mode( + "overwrite" +).saveAsTable( + name="hive_metastore.default.taxi_scoring_sample_feature_store_inference_input" +) +``` +{{ else }} +``` +df = spark.table( + "delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled`" +).drop("fare_amount") + +df.write.mode("overwrite").saveAsTable( + {{ if (eq .input_include_models_in_unity_catalog `no`) }}name="hive_metastore.default.taxi_scoring_sample" + {{- else -}}name=".{{ .input_schema_name }}.feature_store_inference_input"{{ end }} +) +``` +{{ end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/notebooks/BatchInference.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/notebooks/BatchInference.py.tmpl new file mode 100644 index 00000000000..99bff2b99a5 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/notebooks/BatchInference.py.tmpl @@ -0,0 +1,111 @@ +# Databricks notebook source +################################################################################## +# Batch Inference Notebook +# +# This notebook is an example of applying a model for batch inference against an input delta table, +# It is configured and can be executed as the batch_inference_job in the batch_inference_job workflow defined under +# ``{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml`` +# +# Parameters: +# +# * env (optional) - String name of the current environment (dev, staging, or prod). Defaults to "dev" +# * input_table_name (required) - Delta table name containing your input data. +# * output_table_name (required) - Delta table name where the predictions will be written to. +# Note that this will create a new version of the Delta table if +# the table already exists +# * model_name (required) - The name of the model to be used in batch inference. +################################################################################## + + +# List of input args needed to run the notebook as a job. +# Provide them via DB widgets or notebook arguments. +# +# Name of the current environment +dbutils.widgets.dropdown("env", "dev", ["dev", "staging", "prod"], "Environment Name") +# A Hive-registered Delta table containing the input features. +dbutils.widgets.text("input_table_name", "", label="Input Table Name") +# Delta table to store the output predictions. +dbutils.widgets.text("output_table_name", "", label="Output Table Name") +{{- if (eq .input_include_models_in_unity_catalog "no") }} +# Batch inference model name +dbutils.widgets.text( + "model_name", "dev-{{template `model_name` .}}", label="Model Name" +) +{{else}} +# Unity Catalog registered model name to use for the trained mode. +dbutils.widgets.text( + "model_name", "dev.{{ .input_schema_name }}.{{template `model_name` .}}", label="Full (Three-Level) Model Name" +){{end}} + +# COMMAND ---------- + +import os + +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path + +# COMMAND ---------- + +# MAGIC %pip install -r ../../../requirements.txt + +# COMMAND ---------- + +dbutils.library.restartPython() + +# COMMAND ---------- + +import sys +import os +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path +%cd .. +sys.path.append("../..") + +# COMMAND ---------- + +# DBTITLE 1,Define input and output variables +{{- if (eq .input_include_models_in_unity_catalog "no") }} +from utils import get_deployed_model_stage_for_env{{end}} + +env = dbutils.widgets.get("env") +input_table_name = dbutils.widgets.get("input_table_name") +output_table_name = dbutils.widgets.get("output_table_name") +model_name = dbutils.widgets.get("model_name") +assert input_table_name != "", "input_table_name notebook parameter must be specified" +assert output_table_name != "", "output_table_name notebook parameter must be specified" +assert model_name != "", "model_name notebook parameter must be specified" +{{- if (eq .input_include_models_in_unity_catalog "no") }} +stage = get_deployed_model_stage_for_env(env) +model_uri = f"models:/{model_name}/{stage}"{{else}} +alias = "champion" +model_uri = f"models:/{model_name}@{alias}"{{end}} + +# COMMAND ---------- + +from mlflow import MlflowClient +{{ if (eq .input_include_models_in_unity_catalog "no") }} +# Get model version from stage +model_version_infos = MlflowClient().search_model_versions("name = '%s'" % model_name) +model_version = max( + int(version.version) + for version in model_version_infos + if version.current_stage == stage +){{else}} +# Get model version from alias +client = MlflowClient(registry_uri="databricks-uc") +model_version = client.get_model_version_by_alias(model_name, alias).version{{end}} + +# COMMAND ---------- + +# Get datetime +from datetime import datetime + +ts = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + +# COMMAND ---------- +# DBTITLE 1,Load model and run inference + +from predict import predict_batch + +predict_batch(spark, model_uri, input_table_name, output_table_name, model_version, ts) +dbutils.notebook.exit(output_table_name) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/predict.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/predict.py.tmpl new file mode 100644 index 00000000000..1e3c6283225 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/predict.py.tmpl @@ -0,0 +1,51 @@ +import mlflow +from pyspark.sql.functions import struct, lit, to_timestamp + + +def predict_batch( + spark_session, model_uri, input_table_name, output_table_name, model_version, ts +): + """ + Apply the model at the specified URI for batch inference on the table with name input_table_name, + writing results to the table with name output_table_name + """ + {{ if (eq .input_include_models_in_unity_catalog `yes`) }} + mlflow.set_registry_uri("databricks-uc") + {{ end }} + table = spark_session.table(input_table_name) + {{ if (eq .input_include_feature_store `yes`) }} + {{ if (eq .input_include_models_in_unity_catalog `no`) }} + from databricks.feature_store import FeatureStoreClient + + fs_client = FeatureStoreClient() + + prediction_df = fs_client.score_batch(model_uri, table) + {{ else }} + from databricks.feature_engineering import FeatureEngineeringClient + + fe_client = FeatureEngineeringClient() + + prediction_df = fe_client.score_batch(model_uri = model_uri, df = table) + {{ end }} + output_df = ( + prediction_df.withColumn("prediction", prediction_df["prediction"]) + .withColumn("model_id", lit(model_version)) + .withColumn("timestamp", to_timestamp(lit(ts))) + ) + {{ else }} + predict = mlflow.pyfunc.spark_udf( + spark_session, model_uri, result_type="double", env_manager="virtualenv" + ) + + output_df = ( + table.withColumn("prediction", predict(struct(*table.columns))) + .withColumn("model_id", lit(model_version)) + .withColumn("timestamp", to_timestamp(lit(ts))) + ) + {{ end -}} + + output_df.display() + + # Model predictions are written to the Delta table provided as input. + # Delta is the default format in Databricks Runtime 8.0 and above. + output_df.write.format("delta").mode("overwrite").saveAsTable(output_table_name) \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/deploy.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/deploy.py.tmpl new file mode 100644 index 00000000000..f60c9617551 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/deploy.py.tmpl @@ -0,0 +1,62 @@ +import sys +import pathlib + +sys.path.append(str(pathlib.Path(__file__).parent.parent.parent.resolve())) +{{if (eq .input_include_models_in_unity_catalog "no")}}from utils import get_deployed_model_stage_for_env{{end}} +from mlflow.tracking import MlflowClient + +{{ if (eq .input_include_models_in_unity_catalog "no") }} +def deploy(model_uri, env): + """ + Deploys an already-registered model produced by moving it into the appropriate stage for model deployment. + + :param model_uri: URI of the model to deploy. Must be in the format "models://", as described in + https://www.mlflow.org/docs/latest/model-registry.html#fetching-an-mlflow-model-from-the-model-registry + :param env: name of the environment in which we're performing deployment, i.e one of "dev", "staging", "prod". + Defaults to "dev" + :return: + """ + _, model_name, version = model_uri.split("/") + client = MlflowClient() + mv = client.get_model_version(model_name, version) + target_stage = get_deployed_model_stage_for_env(env) + if mv.current_stage != target_stage: + client.transition_model_version_stage( + name=model_name, + version=version, + stage=target_stage, + archive_existing_versions=True, + ) + print(f"Successfully deployed model with URI {model_uri} to {env}"){{else}} +def deploy(model_uri, env): + """Deploys an already-registered model in Unity catalog by assigning it the appropriate alias for model deployment. + + :param model_uri: URI of the model to deploy. Must be in the format "models://", as described in + https://www.mlflow.org/docs/latest/model-registry.html#fetching-an-mlflow-model-from-the-model-registry + :param env: name of the environment in which we're performing deployment, i.e one of "dev", "staging", "prod". + Defaults to "dev" + :return: + """ + print(f"Deployment running in env: {env}") + _, model_name, version = model_uri.split("/") + client = MlflowClient(registry_uri="databricks-uc") + mv = client.get_model_version(model_name, version) + target_alias = "champion" + if target_alias not in mv.aliases: + client.set_registered_model_alias( + name=model_name, + alias=target_alias, + version=version) + print(f"Assigned alias '{target_alias}' to model version {model_uri}.") + + # remove "challenger" alias if assigning "champion" alias + if target_alias == "champion" and "challenger" in mv.aliases: + print(f"Removing 'challenger' alias from model version {model_uri}.") + client.delete_registered_model_alias( + name=model_name, + alias="challenger") +{{end}} + + +if __name__ == "__main__": + deploy(model_uri=sys.argv[1], env=sys.argv[2]) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/notebooks/ModelDeployment.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/notebooks/ModelDeployment.py.tmpl new file mode 100644 index 00000000000..64f526ce0bc --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/notebooks/ModelDeployment.py.tmpl @@ -0,0 +1,52 @@ +# Databricks notebook source +################################################################################## +# Helper notebook to transition the model stage. This notebook is run +# after the Train.py notebook as part of a multi-task job, in order to transition model +# to target stage after training completes. +# +# Note that we deploy the model to the stage in MLflow Model Registry equivalent to the +# environment in which the multi-task job is executed (e.g deploy the trained model to +# stage=Production if triggered in the prod environment). In a practical setting, we would +# recommend enabling the model validation step between model training and automatically +# registering the model to the Production stage in prod. +# +# This notebook has the following parameters: +# +# * env (required) - String name of the current environment for model deployment, which decides the target stage. +# * model_uri (required) - URI of the model to deploy. Must be in the format "models://", as described in +# https://www.mlflow.org/docs/latest/model-registry.html#fetching-an-mlflow-model-from-the-model-registry +# This parameter is read as a task value +# ({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/databricks-utils.html")) }}), +# rather than as a notebook widget. That is, we assume a preceding task (the Train.py +# notebook) has set a task value with key "model_uri". +################################################################################## + +# List of input args needed to run the notebook as a job. +# Provide them via DB widgets or notebook arguments. +# +# Name of the current environment +dbutils.widgets.dropdown("env", "None", ["None", "staging", "prod"], "Environment Name") + +# COMMAND ---------- + +import os +import sys +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path +%cd .. +sys.path.append("../..") + +# COMMAND ---------- + +from deploy import deploy + +model_uri = dbutils.jobs.taskValues.get("Train", "model_uri", debugValue="") +env = dbutils.widgets.get("env") +assert env != "None", "env notebook parameter must be specified" +assert model_uri != "", "model_uri notebook parameter must be specified" +deploy(model_uri, env) + +# COMMAND ---------- +print( + f"Successfully completed model deployment for {model_uri}" +) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/README.md.tmpl new file mode 100644 index 00000000000..395591a8dba --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/README.md.tmpl @@ -0,0 +1,4 @@ +# Feature Engineering +To set up the feature engineering job via scheduled Databricks workflow, please refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../resources/README.md) + +For additional details on using the feature store, please refer to [the project-level README](../README.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/dropoff_features.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/dropoff_features.py.tmpl new file mode 100644 index 00000000000..c1d93c6e4a8 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/dropoff_features.py.tmpl @@ -0,0 +1,64 @@ +""" +This sample module contains features logic that can be used to generate and populate tables in Feature Store. +You should plug in your own features computation logic in the compute_features_fn method below. +""" +import pyspark.sql.functions as F +from pyspark.sql.types import IntegerType, StringType, TimestampType +from pytz import timezone + + +@F.udf(returnType=IntegerType()) +def _is_weekend(dt): + tz = "America/New_York" + return int(dt.astimezone(timezone(tz)).weekday() >= 5) # 5 = Saturday, 6 = Sunday + + +@F.udf(returnType=StringType()) +def _partition_id(dt): + # datetime -> "YYYY-MM" + return f"{dt.year:04d}-{dt.month:02d}" + + +def _filter_df_by_ts(df, ts_column, start_date, end_date): + if ts_column and start_date: + df = df.filter(F.col(ts_column) >= start_date) + if ts_column and end_date: + df = df.filter(F.col(ts_column) < end_date) + return df + + +def compute_features_fn(input_df, timestamp_column, start_date, end_date): + """Contains logic to compute features. + + Given an input dataframe and time ranges, this function should compute features, populate an output dataframe and + return it. This method will be called from a Feature Store pipeline job and the output dataframe will be written + to a Feature Store table. You should update this method with your own feature computation logic. + + The timestamp_column, start_date, end_date args are optional but strongly recommended for time-series based + features. + + TODO: Update and adapt the sample code for your use case + + :param input_df: Input dataframe. + :param timestamp_column: Column containing the timestamp. This column is used to limit the range of feature + computation. It is also used as the timestamp key column when populating the feature table, so it needs to be + returned in the output. + :param start_date: Start date of the feature computation interval. + :param end_date: End date of the feature computation interval. + :return: Output dataframe containing computed features given the input arguments. + """ + df = _filter_df_by_ts(input_df, timestamp_column, start_date, end_date) + dropoffzip_features = ( + df.groupBy("dropoff_zip", F.window(timestamp_column, "30 minute")) + .agg(F.count("*").alias("count_trips_window_30m_dropoff_zip")) + .select( + F.col("dropoff_zip").alias("zip"), + F.unix_timestamp(F.col("window.end")) + .alias(timestamp_column) + .cast(TimestampType()), + _partition_id(F.to_timestamp(F.col("window.end"))).alias("yyyy_mm"), + F.col("count_trips_window_30m_dropoff_zip").cast(IntegerType()), + _is_weekend(F.col("window.end")).alias("dropoff_is_weekend"), + ) + ) + return dropoffzip_features diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/pickup_features.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/pickup_features.py.tmpl new file mode 100644 index 00000000000..895a9b89227 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/features/pickup_features.py.tmpl @@ -0,0 +1,63 @@ +""" +This sample module contains features logic that can be used to generate and populate tables in Feature Store. +You should plug in your own features computation logic in the compute_features_fn method below. +""" +import pyspark.sql.functions as F +from pyspark.sql.types import FloatType, IntegerType, StringType, TimestampType +from pytz import timezone + + +@F.udf(returnType=StringType()) +def _partition_id(dt): + # datetime -> "YYYY-MM" + return f"{dt.year:04d}-{dt.month:02d}" + + +def _filter_df_by_ts(df, ts_column, start_date, end_date): + if ts_column and start_date: + df = df.filter(F.col(ts_column) >= start_date) + if ts_column and end_date: + df = df.filter(F.col(ts_column) < end_date) + return df + + +def compute_features_fn(input_df, timestamp_column, start_date, end_date): + """Contains logic to compute features. + + Given an input dataframe and time ranges, this function should compute features, populate an output dataframe and + return it. This method will be called from a Feature Store pipeline job and the output dataframe will be written + to a Feature Store table. You should update this method with your own feature computation logic. + + The timestamp_column, start_date, end_date args are optional but strongly recommended for time-series based + features. + + TODO: Update and adapt the sample code for your use case + + :param input_df: Input dataframe. + :param timestamp_column: Column containing a timestamp. This column is used to limit the range of feature + computation. It is also used as the timestamp key column when populating the feature table, so it needs to be + returned in the output. + :param start_date: Start date of the feature computation interval. + :param end_date: End date of the feature computation interval. + :return: Output dataframe containing computed features given the input arguments. + """ + df = _filter_df_by_ts(input_df, timestamp_column, start_date, end_date) + pickupzip_features = ( + df.groupBy( + "pickup_zip", F.window(timestamp_column, "1 hour", "15 minutes") + ) # 1 hour window, sliding every 15 minutes + .agg( + F.mean("fare_amount").alias("mean_fare_window_1h_pickup_zip"), + F.count("*").alias("count_trips_window_1h_pickup_zip"), + ) + .select( + F.col("pickup_zip").alias("zip"), + F.unix_timestamp(F.col("window.end")) + .alias(timestamp_column) + .cast(TimestampType()), + _partition_id(F.to_timestamp(F.col("window.end"))).alias("yyyy_mm"), + F.col("mean_fare_window_1h_pickup_zip").cast(FloatType()), + F.col("count_trips_window_1h_pickup_zip").cast(IntegerType()), + ) + ) + return pickupzip_features diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/notebooks/GenerateAndWriteFeatures.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/notebooks/GenerateAndWriteFeatures.py.tmpl new file mode 100644 index 00000000000..c8ac612c602 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/feature_engineering/notebooks/GenerateAndWriteFeatures.py.tmpl @@ -0,0 +1,159 @@ +# Databricks notebook source +################################################################################## +# Generate and Write Features Notebook +# +# This notebook can be used to generate and write features to a Databricks Feature Store table. +# It is configured and can be executed as the tasks in the write_feature_table_job workflow defined under +# ``{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml`` +# +# Parameters: +# +# * input_table_path (required) - Path to input data. +# * output_table_name (required) - Fully qualified schema + Delta table name for the feature table where the features +# * will be written to. Note that this will create the Feature table if it does not +# * exist. +# * primary_keys (required) - A comma separated string of primary key columns of the output feature table. +# * +# * timestamp_column (optional) - Timestamp column of the input data. Used to limit processing based on +# * date ranges. This column is used as the timestamp_key column in the feature table. +# * input_start_date (optional) - Used to limit feature computations based on timestamp_column values. +# * input_end_date (optional) - Used to limit feature computations based on timestamp_column values. +# * +# * features_transform_module (required) - Python module containing the feature transform logic. +################################################################################## + + +# List of input args needed to run this notebook as a job. +# Provide them via DB widgets or notebook arguments. +# +# A Hive-registered Delta table containing the input data. +dbutils.widgets.text( + "input_table_path", + "/databricks-datasets/nyctaxi-with-zipcodes/subsampled", + label="Input Table Name", +) +# Input start date. +dbutils.widgets.text("input_start_date", "", label="Input Start Date") +# Input end date. +dbutils.widgets.text("input_end_date", "", label="Input End Date") +# Timestamp column. Will be used to filter input start/end dates. +# This column is also used as a timestamp key of the feature table. +dbutils.widgets.text( + "timestamp_column", "tpep_pickup_datetime", label="Timestamp column" +) + +# Feature table to store the computed features. +dbutils.widgets.text( + "output_table_name", + {{ if (eq .input_include_models_in_unity_catalog `no`) }}"feature_store_taxi_example.trip_pickup_features", + {{- else -}}"dev.{{ .input_schema_name }}.trip_pickup_features",{{ end }} + label="Output Feature Table Name", +) + +# Feature transform module name. +dbutils.widgets.text( + "features_transform_module", "pickup_features", label="Features transform file." +) +# Primary Keys columns for the feature table; +dbutils.widgets.text( + "primary_keys", + "zip", + label="Primary keys columns for the feature table, comma separated.", +) + +# COMMAND ---------- + +import os +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path +%cd ../features + +# COMMAND ---------- + +# DBTITLE 1,Define input and output variables +input_table_path = dbutils.widgets.get("input_table_path") +output_table_name = dbutils.widgets.get("output_table_name") +input_start_date = dbutils.widgets.get("input_start_date") +input_end_date = dbutils.widgets.get("input_end_date") +ts_column = dbutils.widgets.get("timestamp_column") +features_module = dbutils.widgets.get("features_transform_module") +pk_columns = dbutils.widgets.get("primary_keys") + +assert input_table_path != "", "input_table_path notebook parameter must be specified" +assert output_table_name != "", "output_table_name notebook parameter must be specified" + +# Extract database name. Needs to be updated for Unity Catalog to the Schema name. +output_database = output_table_name.split(".")[1] + +# COMMAND ---------- + +# DBTITLE 1,Create database. +spark.sql("CREATE DATABASE IF NOT EXISTS " + output_database) + +# COMMAND ---------- + +# DBTITLE 1, Read input data. +raw_data = spark.read.format("delta").load(input_table_path) + +# COMMAND ---------- + +# DBTITLE 1,Compute features. +# Compute the features. This is done by dynamically loading the features module. +from importlib import import_module + +mod = import_module(features_module) +compute_features_fn = getattr(mod, "compute_features_fn") + +features_df = compute_features_fn( + input_df=raw_data, + timestamp_column=ts_column, + start_date=input_start_date, + end_date=input_end_date, +) + +# COMMAND ---------- + +# DBTITLE 1, Write computed features. +{{- if (eq .input_include_models_in_unity_catalog `no`) }} +from databricks import feature_store + +fs = feature_store.FeatureStoreClient() + +# Create the feature table if it does not exist first. +# Note that this is a no-op if a table with the same name and schema already exists. +fs.create_table( + name=output_table_name, + primary_keys=[x.strip() for x in pk_columns.split(",")], + timestamp_keys=[ts_column], + df=features_df, +) + +# Write the computed features dataframe. +fs.write_table( + name=output_table_name, + df=features_df, + mode="merge", +){{ else }} +from databricks.feature_engineering import FeatureEngineeringClient + +fe = FeatureEngineeringClient() + +# Create the feature table if it does not exist first. +# Note that this is a no-op if a table with the same name and schema already exists. +fe.create_table( + name=output_table_name, + primary_keys=[x.strip() for x in pk_columns.split(",")] + [ts_column], # Include timeseries column in primary_keys + timestamp_keys=[ts_column], + df=features_df, +) + +# Write the computed features dataframe. +fe.write_table( + name=output_table_name, + df=features_df, + mode="merge", +){{ end }} + +# COMMAND ---------- + +dbutils.notebook.exit(0) \ No newline at end of file diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/README.md.tmpl new file mode 100644 index 00000000000..55194d92051 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/README.md.tmpl @@ -0,0 +1,10 @@ +# Monitoring + +To enable monitoring as part of a scheduled Databricks workflow, please: +- Create the inference table that you want to monitor and was passed in as an initialization parameter. +- Update all the TODOs in the [monitoring resource file](../resources/monitoring-resource.yml). +- Uncomment the monitoring workflow from the main Databricks Asset Bundles file [databricks.yml](../databricks.yml). + +For more details, refer to [{{template `project_name_alphanumeric_underscore` .}}/resources/README.md](../resources/README.md). +The implementation supports monitoring of batch inference tables directly. +For real time inference tables, unpacking is required before monitoring can be attached. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/metric_violation_check_query.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/metric_violation_check_query.py.tmpl new file mode 100644 index 00000000000..1dc40225924 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/metric_violation_check_query.py.tmpl @@ -0,0 +1,84 @@ +# This file is used for the main SQL query that checks the last {num_evaluation_windows} metric violations and whether at least {num_violation_windows} of those runs violate the condition. + +import sys +import pathlib + +sys.path.append(str(pathlib.Path(__file__).parent.parent.parent.resolve())) + +"""The SQL query is divided into three main parts. The first part selects the top {num_evaluation_windows} +values of the metric to be monitored, ordered by the time window, and saves as recent_metrics. +```sql +WITH recent_metrics AS ( + SELECT + {metric_to_monitor}, + window + FROM + {table_name_under_monitor}_profile_metrics + WHERE + column_name = ":table" + AND slice_key IS NULL + AND model_id != "*" + AND log_type = "INPUT" + ORDER BY + window DESC + LIMIT + {num_evaluation_windows} +) +``` +The `column_name = ":table"` and `slice_key IS NULL` conditions ensure that the metric +is selected for the entire table within the given granularity. The `log_type = "INPUT"` +condition ensures that the primary table metrics are considered, but not the baseline +table metrics. The `model_id!= "*"` condition ensures that the metric aggregated across +all model IDs is not selected. + +The second part of the query determines if the metric values have been violated with two cases. +The first case checks if the metric value is greater than the threshold for at least {num_violation_windows} windows: +```sql +(SELECT COUNT(*) FROM recent_metrics WHERE {metric_to_monitor} > {metric_violation_threshold}) >= {num_violation_windows} +``` +The second case checks if the most recent metric value is greater than the threshold. This is to make sure we only trigger retraining +if the most recent window was violated, avoiding unnecessary retraining if the violation was in the past and the metric is now within the threshold: +```sql +(SELECT {metric_to_monitor} FROM recent_metrics ORDER BY window DESC LIMIT 1) > {metric_violation_threshold} +``` + +The final part of the query sets the `query_result` to 1 if both of the above conditions are met, and 0 otherwise: +```sql +SELECT + CASE + WHEN + # Check if the metric value is greater than the threshold for at least {num_violation_windows} windows + AND + # Check if the most recent metric value is greater than the threshold + THEN 1 + ELSE 0 + END AS query_result +``` +""" + +sql_query = """WITH recent_metrics AS ( + SELECT + {metric_to_monitor}, + window + FROM + {table_name_under_monitor}_profile_metrics + WHERE + column_name = ":table" + AND slice_key IS NULL + AND model_id != "*" + AND log_type = "INPUT" + ORDER BY + window DESC + LIMIT + {num_evaluation_windows} +) +SELECT + CASE + WHEN + (SELECT COUNT(*) FROM recent_metrics WHERE {metric_to_monitor} > {metric_violation_threshold}) >= {num_violation_windows} + AND + (SELECT {metric_to_monitor} FROM recent_metrics ORDER BY window DESC LIMIT 1) > {metric_violation_threshold} + THEN 1 + ELSE 0 + END AS query_result +""" diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/notebooks/MonitoredMetricViolationCheck.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/notebooks/MonitoredMetricViolationCheck.py.tmpl new file mode 100644 index 00000000000..bfec9085fad --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/monitoring/notebooks/MonitoredMetricViolationCheck.py.tmpl @@ -0,0 +1,70 @@ +# Databricks notebook source +################################################################################## +# This notebook runs a sql query and set the result as job task value +# +# This notebook has the following parameters: +# +# * table_name_under_monitor (required) - The name of a table that is currently being monitored +# * metric_to_monitor (required) - Metric to be monitored for threshold violation +# * metric_violation_threshold (required) - Threshold value for metric violation +# * num_evaluation_windows (required) - Number of windows to check for violation +# * num_violation_windows (required) - Number of windows that need to violate the threshold +################################################################################## + +# List of input args needed to run the notebook as a job. +# Provide them via DB widgets or notebook arguments. +# +# Name of the table that is currently being monitored +dbutils.widgets.text( + "table_name_under_monitor", "{{ .input_inference_table_name }}", label="Full (three-Level) table name" +) +# Metric to be used for threshold violation check +dbutils.widgets.text( + "metric_to_monitor", "root_mean_squared_error", label="Metric to be monitored for threshold violation" +) + +# Threshold value to be checked +dbutils.widgets.text( + "metric_violation_threshold", "100", label="Threshold value for metric violation" +) + +# Threshold value to be checked +dbutils.widgets.text( + "num_evaluation_windows", "5", label="Number of windows to check for violation" +) + +# Threshold value to be checked +dbutils.widgets.text( + "num_violation_windows", "2", label="Number of windows that need to violate the threshold" +) + +# COMMAND ---------- + +import os +import sys +notebook_path = '/Workspace/' + os.path.dirname(dbutils.notebook.entry_point.getDbutils().notebook().getContext().notebookPath().get()) +%cd $notebook_path +%cd .. +sys.path.append("../..") + +# COMMAND ---------- + +from metric_violation_check_query import sql_query + +table_name_under_monitor = dbutils.widgets.get("table_name_under_monitor") +metric_to_monitor = dbutils.widgets.get("metric_to_monitor") +metric_violation_threshold = dbutils.widgets.get("metric_violation_threshold") +num_evaluation_windows = dbutils.widgets.get("num_evaluation_windows") +num_violation_windows = dbutils.widgets.get("num_violation_windows") + +formatted_sql_query = sql_query.format( + table_name_under_monitor=table_name_under_monitor, + metric_to_monitor=metric_to_monitor, + metric_violation_threshold=metric_violation_threshold, + num_evaluation_windows=num_evaluation_windows, + num_violation_windows=num_violation_windows) +is_metric_violated = bool(spark.sql(formatted_sql_query).toPandas()["query_result"][0]) + +dbutils.jobs.taskValues.set("is_metric_violated", is_metric_violated) + + diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/project_params.json.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/project_params.json.tmpl new file mode 100644 index 00000000000..7273af903ba --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/project_params.json.tmpl @@ -0,0 +1,4 @@ +{ + "input_cloud": "{{ .input_cloud }}", + "input_include_feature_store": "{{ .input_include_feature_store }}" +} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/pytest.ini.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/pytest.ini.tmpl new file mode 100644 index 00000000000..04680e74955 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/pytest.ini.tmpl @@ -0,0 +1,4 @@ +# Configure pytest to detect local modules in the current directory +# See https://docs.pytest.org/en/7.1.x/reference/reference.html#confval-pythonpath for details +[pytest] +pythonpath = . diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/requirements.txt.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/requirements.txt.tmpl new file mode 100644 index 00000000000..1f6f9926b30 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/requirements.txt.tmpl @@ -0,0 +1,10 @@ +mlflow==2.11.3 +numpy>=1.23.0 +pandas==1.5.3 +scikit-learn>=1.1.1 +matplotlib>=3.5.2 +pillow>=10.0.1 +Jinja2==3.0.3 +pyspark~=3.3.0 +pytz~=2022.2.1 +pytest>=7.1.2 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md.tmpl new file mode 100644 index 00000000000..a76b3ec04b6 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md.tmpl @@ -0,0 +1,319 @@ +# Databricks ML Resource Configurations +[(back to project README)](../README.md) + +## Table of contents +* [Intro](#intro) +* [Local development and dev workspace](#local-development-and-dev-workspace) +* [Develop and test config changes](#develop-and-test-config-changes) +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} +* [CI/CD](#set-up-cicd) +* [Deploy initial ML resources](#deploy-initial-ml-resources) +* [Deploy config changes](#deploy-config-changes) +{{- end }} + +## Intro + +### databricks CLI bundles +MLOps Stacks ML resources are configured and deployed through [databricks CLI bundles]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/bundle-cli.html")) }}). +The bundle setting file must be expressed in YAML format and must contain at minimum the top-level bundle mapping. + +The databricks CLI bundles top level is defined by file `{{template `project_name_alphanumeric_underscore` .}}/databricks.yml`. +During databricks CLI bundles deployment, the root config file will be loaded, validated and deployed to workspace provided by the environment together with all the included resources. + +ML Resource Configurations in this directory: + - model workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml`) + - batch inference workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml`) + - monitoring resource and workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml`) + - feature engineering workflow (`{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml`) + - model definition and experiment definition (`{{template `project_name_alphanumeric_underscore` .}}/resources/ml-artifacts-resource.yml`) + + +### Deployment Config & CI/CD integration +The ML resources can be deployed to databricks workspace based on the databricks CLI bundles deployment config. +Deployment configs of different deployment targets share the general ML resource configurations with added ability to specify deployment target specific values (workspace URI, model name, jobs notebook parameters, etc). + +{{- if (eq .input_setup_cicd_and_project `Project_Only`) }} + +NOTE: This project was not setup with CI/CD workflows. You can setup CI/CD with a new initialization of MLOps Stacks. The rest of this section only applies if you are using a monorepo setup with CI/CD previously or have setup CI/CD otherwise. +{{- else }} +This project ships with CI/CD workflows for developing and deploying ML resource configurations based on deployment config. +{{- end }} + +{{- if (eq .input_include_models_in_unity_catalog "yes") }} + +For Model Registry in Unity Catalog, we expect a catalog to exist with the name of the deployment target by default. For example, if the deployment target is `dev`, we expect a catalog named `dev` to exist in the workspace. +If you want to use different catalog names, please update the `targets` declared in the `{{template `project_name_alphanumeric_underscore` .}}/databricks.yml` and `{{template `project_name_alphanumeric_underscore` .}}/resources/ml-artifacts-resource.yml` files. +If changing the `staging`, `prod`, or `test` deployment targets, you'll need to update the +{{- if (eq .input_setup_cicd_and_project `Project_Only`) }} workflows located in the root directory if in a monorepo setup with CI/CD. Otherwise you can setup CI/CD with a new initialization of MLOps Stacks. +{{- else if or (eq .input_cicd_platform `github_actions`) (eq .input_cicd_platform `github_actions_for_github_enterprise_servers`) }} workflows located in the `.github/workflows` directory. +{{- else if (eq .input_cicd_platform `azure_devops`) }} pipelines located in the `azure-pipelines` directory. +{{- else if (eq .input_cicd_platform `gitlab`) }} pipelines located in the `gitlab` directory.{{- end }} +{{- end }} + + +| Deployment Target | Description | Databricks Workspace | Model Name | Experiment Name | +|-------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------|-------------------------------------|------------------------------------------------| +| dev | The `dev` deployment target is used by ML engineers to deploy ML resources to development workspace with `dev` configs. The config is for ML project development purposes. | dev workspace | dev-{{template `model_name` .}} | /dev-{{template `experiment_base_name` .}} | +| staging | The `staging` deployment target is part of the CD pipeline. Latest {{ .input_default_branch }} content will be deployed to staging workspace with `staging` config. | staging workspace | staging-{{template `model_name` .}} | /staging-{{template `experiment_base_name` .}} | +| prod | The `prod` deployment target is part of the CD pipeline. Latest {{ .input_release_branch }} content will be deployed to prod workspace with `prod` config. | prod workspace | prod-{{template `model_name` .}} | /prod-{{template `experiment_base_name` .}} | +| test | The `test` deployment target is part of the CI pipeline. For changes targeting the {{ .input_default_branch }} branch, upon making a PR, an integration test will be triggered and ML resources deployed to the staging workspace defined under `test` deployment target. | staging workspace | test-{{template `model_name` .}} | /test-{{template `experiment_base_name` .}} | + +During ML code development, you can deploy local ML resource configurations together with ML code to the a Databricks workspace to run the training, model validation or batch inference pipelines. The deployment will use `dev` config by default. + +You can open a PR (pull request) to modify ML code or the resource config against {{ .input_default_branch }} branch. +The PR will trigger Python unit tests, followed by an integration test executed on the staging workspace, as defined under the `test` environment resource. + +Upon merging a PR to the {{ .input_default_branch }} branch, the {{ .input_default_branch }} branch content will be deployed to the staging workspace with `staging` environment resource configurations. + +Upon merging code into the release branch, the release branch content will be deployed to prod workspace with `prod` environment resource configurations. + + +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} +![ML resource config diagram](../../docs/images/mlops-stack-deploy.png) +{{- end }} + +## Local development and dev workspace + +### Set up authentication + +To set up the databricks CLI using a Databricks personal access token, take the following steps: + +1. Follow [databricks CLI]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/databricks-cli.html")) }}) to download and set up the databricks CLI locally. +2. Complete the `TODO` in `{{template `project_name_alphanumeric_underscore` .}}/databricks.yml` to add the dev workspace URI under `targets.dev.workspace.host`. +3. [Create a personal access token]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/auth/pat.html")) }}) + in your dev workspace and copy it. +4. Set an env variable `DATABRICKS_TOKEN` with your Databricks personal access token in your terminal. For example, run `export DATABRICKS_TOKEN=dapi12345` if the access token is dapi12345. +5. You can now use the databricks CLI to validate and deploy ML resource configurations to the dev workspace. + +Alternatively, you can use the other approaches described in the [databricks CLI]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/cli/databricks-cli.html")) }}) documentation to set up authentication. For example, using your Databricks username/password, or seting up a local profile. + +### Validate and provision ML resource configurations +1. After installing the databricks CLI and creating the `DATABRICKS_TOKEN` env variable, change to the `{{template `project_name_alphanumeric_underscore` .}}` directory. +2. Run `databricks bundle validate` to validate the Databricks resource configurations. +3. Run `databricks bundle deploy` to provision the Databricks resource configurations to the dev workspace. The resource configurations and your ML code will be copied together to the dev workspace. The defined resources such as Databricks Workflows, MLflow Model and MLflow Experiment will be provisioned according to the config files under `{{template `project_name_alphanumeric_underscore` .}}/resources`. +4. Go to the Databricks dev workspace, check the defined model, experiment and workflows status, and interact with the created workflows. + +### Destroy ML resource configurations +After development is done, you can run `databricks bundle destroy` to destroy (remove) the defined Databricks resources in the dev workspace. Any model version with `Production` or `Staging` stage will prevent the model from being deleted. Please update the version stage to `None` or `Archived` before destroying the ML resources. + +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} +## Set up CI/CD +Please refer to [mlops-setup](../../docs/mlops-setup.md#configure-cicd) for instructions to set up CI/CD. + +## Deploy initial ML resources +After completing the prerequisites, create and push a PR branch adding all files to the Git repo: +``` +git checkout -b add-ml-resource-config-and-code +git add . +git commit -m "Add ML resource config and ML code" +git push upstream add-ml-resource-config-and-code +``` +Open a pull request to merge the pushed branch into the `{{ .input_default_branch }}` branch. +Upon creating this PR, the CI workflows will be triggered. +These CI workflow will run unit and integration tests of the ML code, +in addition to validating the Databricks resources to be deployed to both staging and prod workspaces. +Once CI passes, merge the PR into the `{{ .input_default_branch }}` branch. This will deploy an initial set of Databricks resources to the staging workspace. +resources will be deployed to the prod workspace on pushing code to the `{{ .input_release_branch }}` branch. + +Follow the next section to configure the input and output data tables for the batch inference job. +{{- end }} + +### Setting up the batch inference job +The batch inference job expects an input Delta table with a schema that your registered model accepts (out-of-the-box we provide a working example using the `nyctaxi` dataset with the schema [trip_distance, pickup_zip and dropoff_zip]). To use the batch +inference job, set up such a Delta table in both your staging and prod workspaces. For example, with the `nyctaxi` dataset, the following code can be run in a Databricks notebook to create the batch inference input table: +``` +# To test the batch job the training data can be used as input + +input_table_path = "/databricks-datasets/nyctaxi-with-zipcodes/subsampled" +training_df = spark.read.format("delta").load(input_table_path) + +# drop unused columns +df = df.drop("tpep_pickup_datetime", "tpep_dropoff_datetime") + +# target column used for monitoring, not for predictions +df = df.withColumnRenamed('fare_amount', 'price') + +spark.sql("CREATE DATABASE IF NOT EXISTS my_catalog.my_schema") + +def write_to_table(df, database, table): + (df.write + .format("delta") + .mode("overwrite") + .option("overwriteSchema", "true") + .saveAsTable(f"{database}.{table}")) + +# Write the DataFrame to a Delta table +write_to_table(training_df, database="my_catalog.my_schema", table="batch_input_table") +``` +Following this, update the batch_inference_job base parameters in `{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml` to pass +the name of the input Delta table and the name of the output Delta table to which to write batch predictions. + +As the batch job will be run with the credentials of the service principal that provisioned it, make sure that the service +principal corresponding to a particular environment has permissions to read the input Delta table and modify the output Delta table in that environment's workspace. If the Delta table is in the [Unity Catalog](https://www.databricks.com/product/unity-catalog), these permissions are + +* `USAGE` permissions for the catalog and schema of the input and output table. +* `SELECT` permission for the input table. +* `MODIFY` permission for the output table if it pre-dates your job. + +### Setting up model validation +The model validation workflow focuses on building a plug-and-play stack component for continuous deployment (CD) of models +in staging and prod. +Its central purpose is to evaluate a registered model and validate its quality before deploying the model to Production/Staging. + +Model validation contains three components: +* [model-workflow-resource.yml](./model-workflow-resource.yml) contains the resource config and input parameters for model validation. +* [validation.py](../validation/validation.py) defines custom metrics and validation thresholds that are referenced by the above resource config files. +* [notebooks/ModelValidation](../validation/notebooks/ModelValidation.py) contains the validation job implementation. In most cases you don't need to modify this file. + +To set up and enable model validation, update [validation.py](../validation/validation.py) to return desired custom metrics and validation thresholds, then +resolve the `TODOs` in the ModelValidation task of [model-workflow-resource.yml](./model-workflow-resource.yml). + + +### Setting up monitoring +The monitoring workflow focuses on building a plug-and-play stack component for monitoring the feature drifts and model drifts and retrain based on the +violation threshold defined given the ground truth labels. + +Its central purpose is to track production model performances, feature distributions and comparing different versions. + +Monitoring contains four components: +* [metric_violation_check_query.py](../monitoring/metric_violation_check_query.py) defines a query that checks for violation of the monitored metric. +* [notebooks/MonitoredMetricViolationCheck](../monitoring/notebooks/MonitoredMetricViolationCheck.py) acts as an entry point, executing the violation check query against the monitored inference table. +It emits a boolean value based on the query result. +* [monitoring-resource.yml](./monitoring-resource.yml) contains the resource config, inputs parameters for monitoring, and orchestrates model retraining based on monitoring. It first runs the [notebooks/MonitoredMetricViolationCheck](../monitoring/notebooks/MonitoredMetricViolationCheck.py) +entry point then decides whether to execute the model retraining workflow. + +To set up and enable monitoring: +* If it is not done already, generate inference table, join it with ground truth labels, and update the table name in [monitoring-resource.yml](./monitoring-resource.yml). +* Resolve the `TODOs` in [monitoring-resource.yml](./monitoring-resource.yml) +* Uncomment the monitoring workflow in [databricks.yml](../databricks.yml) +* OPTIONAL: Update the query in [metric_violation_check_query.py](../monitoring/metric_violation_check_query.py) to customize when the metric is considered to be in violation. + +NOTE: If ground truth labels are not available, you can still set up monitoring but should disable the retraining workflow. + +Retraining Constraints: +The retraining job has constraints for optimal functioning: +* Labels must be provided by the user, joined correctly for retraining history, and available on time with the retraining frequency. +* Retraining Frequency is tightly coupled with the granularity of the monitor. Users should take into account and ensure that their retraining frequency is equal to or close to the granularity of the monitor. + * If the granularity of the monitor is 1 day and retraining frequency is 1 hour, the job will preemptively stop as there is no new data to evaluate retraining criteria + * If the granularity of the monitor is 1 day and retraining frequency is 1 week, retraining would be stale and not be efficient + +Permissions: +Permissions for monitoring are inherited from the original table's permissions. +* Users who own the monitored table or its parent catalog/schema can create, update, and view monitors. +* Users with read permissions on the monitored table can view its monitor. + +Therefore, ensure that service principals are the owners or have the necessary permissions to manage the monitored table. + +## Develop and test config changes + +### databricks CLI bundles schema overview +To get started, open `{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml`. The file contains the ML resource definition of a batch inference job, like: + +```$xslt +new_cluster: &new_cluster + new_cluster: + num_workers: 3 + spark_version: 15.3.x-cpu-ml-scala2.12 + node_type_id: {{template `cloud_specific_node_type_id` .}} + custom_tags: + clusterSource: mlops-stacks_{{template `stacks_version` .}} + +resources: + jobs: + batch_inference_job: + name: ${bundle.target}-{{ .input_project_name }}-batch-inference-job + tasks: + - task_key: batch_inference_job + <<: *new_cluster + notebook_task: + notebook_path: ../deployment/batch_inference/notebooks/BatchInference.py + base_parameters: + env: ${bundle.target} + input_table_name: batch_inference_input_table_name + ... +``` + +The example above defines a Databricks job with name `${bundle.target}-{{ .input_project_name }}-batch-inference-job` +that runs the notebook under `{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/notebooks/BatchInference.py` to regularly apply your ML model for batch inference. + +At the start of the resource definition, we declared an anchor `new_cluster` that will be referenced and used later. For more information about anchors in yaml schema, please refer to the [yaml documentation](https://yaml.org/spec/1.2.2/#3222-anchors-and-aliases). + +We specify a `batch_inference_job` under `resources/jobs` to define a databricks workflow with internal key `batch_inference_job` and job name `{bundle.target}-{{ .input_project_name }}-batch-inference-job`. +The workflow contains a single task with task key `batch_inference_job`. The task runs notebook `../deployment/batch_inference/notebooks/BatchInference.py` with provided parameters `env` and `input_table_name` passing to the notebook. +After setting up databricks CLI, you can run command `databricks bundle schema` to learn more about databricks CLI bundles schema. + +The notebook_path is the relative path starting from the resource yaml file. + +### Environment config based variables +The `${bundle.target}` will be replaced by the environment config name during the bundle deployment. For example, during the deployment of a `test` environment config, the job name will be +`test-{{ .input_project_name }}-batch-inference-job`. During the deployment of the `staging` environment config, the job name will be +`staging-{{ .input_project_name }}-batch-inference-job`. + + +To use different values based on different environment, you can use bundle variables based on the given target, for example, +```$xslt +variables: + batch_inference_input_table: + description: The table name to be used for input to the batch inference workflow. + default: input_table + +targets: + dev: + variables: + batch_inference_input_table: dev_table + test: + variables: + batch_inference_input_table: test_table + +new_cluster: &new_cluster + new_cluster: + num_workers: 3 + spark_version: 15.3.x-cpu-ml-scala2.12 + node_type_id: {{template `cloud_specific_node_type_id` .}} + custom_tags: + clusterSource: mlops-stacks_{{template `stacks_version` .}} + +resources: + jobs: + batch_inference_job: + name: ${bundle.target}-{{ .input_project_name }}-batch-inference-job + tasks: + - task_key: batch_inference_job + <<: *new_cluster + notebook_task: + notebook_path: ../deployment/batch_inference/notebooks/BatchInference.py + base_parameters: + env: ${bundle.target} + input_table_name: ${var.batch_inference_input_table} + ... +``` +The `batch_inference_job` notebook parameter `input_table_name` is using a bundle variable `batch_inference_input_table` with default value "input_table". +The variable value will be overwritten with "dev_table" for `dev` environment config and "test_table" for `test` environment config: +- during deployment with the `dev` environment config, the `input_table_name` parameter will get the value "dev_table" +- during deployment with the `staging` environment config, the `input_table_name` parameter will get the value "input_table" +- during deployment with the `prod` environment config, the `input_table_name` parameter will get the value "input_table" +- during deployment with the `test` environment config, the `input_table_name` parameter will get the value "test_table" + +### Test config changes +To test out a config change, simply edit one of the fields above. For example, increase the cluster size by updating `num_workers` from 3 to 4. + +Then follow [Local development and dev workspace](#local-development-and-dev-workspace) to deploy the change to the dev workspace. +Alternatively you can open a PR. Continuous integration will then validate the updated config and deploy tests to the to staging workspace. + +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} +## Deploy config changes + +### Dev workspace deployment +Please refer to [Local development and dev workspace](#local-development-and-dev-workspace). + +### Test workspace deployment(CI) +After setting up CI/CD, PRs against the {{ .input_default_branch }} branch will trigger CI workflows to run unit tests, integration test and resource validation. +The integration test will deploy MLflow model, MLflow experiment and Databricks workflow resources defined under the `test` environment resource config to the staging workspace. The integration test then triggers a run of the model workflow to verify the ML code. + +### Staging and Prod workspace deployment(CD) +After merging a PR to the {{ .input_default_branch }} branch, continuous deployment automation will deploy the `staging` resources to the staging workspace. + +When you about to cut a release, you can create and merge a PR to merge changes from {{ .input_default_branch }} to {{ .input_release_branch }}. Continuous deployment automation will deploy `prod` resources to the prod workspace. +{{- end }} + +[Back to project README](../README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml.tmpl new file mode 100644 index 00000000000..e11b630656f --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/batch-inference-workflow-resource.yml.tmpl @@ -0,0 +1,46 @@ +new_cluster: &new_cluster + new_cluster: + num_workers: 3 + spark_version: 15.3.x-cpu-ml-scala2.12 + node_type_id: {{template `cloud_specific_node_type_id` .}} + data_security_mode: "SINGLE_USER" + custom_tags: + clusterSource: mlops-stacks_{{template `stacks_version` .}} + +common_permissions: &permissions + permissions: + - level: CAN_VIEW + group_name: users + +resources: + jobs: + batch_inference_job: + name: ${bundle.target}-{{ .input_project_name }}-batch-inference-job + tasks: + - task_key: batch_inference_job + <<: *new_cluster + notebook_task: + notebook_path: ../deployment/batch_inference/notebooks/BatchInference.py + base_parameters: + env: ${bundle.target} + {{ if (eq .input_include_feature_store `yes`) }}{{ if (eq .input_include_models_in_unity_catalog `yes`) }}input_table_name: ${bundle.target}.{{ .input_schema_name }}.feature_store_inference_input # TODO: create input table for inference + {{- else -}}input_table_name: hive_metastore.default.taxi_scoring_sample_feature_store_inference_input{{ end }} + {{- else -}}input_table_name: taxi_scoring_sample # TODO: create input table for inference{{ end }} + {{ if (eq .input_include_models_in_unity_catalog `no`) }}output_table_name: ${bundle.target}_{{template `project_name_alphanumeric_underscore` .}}_predictions + {{- else -}}output_table_name: ${var.catalog_name}.{{ .input_schema_name }}.predictions{{ end }} + {{ if (eq .input_include_models_in_unity_catalog `no`) }}model_name: ${var.model_name} + {{- else -}}model_name: ${var.catalog_name}.{{ .input_schema_name }}.${var.model_name}{{ end }} + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + + schedule: + quartz_cron_expression: "0 0 11 * * ?" # daily at 11am + timezone_id: UTC + <<: *permissions + # If you want to turn on notifications for this job, please uncomment the below code, + # and provide a list of emails to the on_failure argument. + # + # email_notifications: + # on_failure: + # - first@company.com + # - second@company.com diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml.tmpl new file mode 100644 index 00000000000..8818181e501 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/feature-engineering-workflow-resource.yml.tmpl @@ -0,0 +1,67 @@ +new_cluster: &new_cluster + new_cluster: + num_workers: 3 + spark_version: 15.3.x-cpu-ml-scala2.12 + node_type_id: {{template `cloud_specific_node_type_id` .}} + data_security_mode: "SINGLE_USER" + custom_tags: + clusterSource: mlops-stacks_{{template `stacks_version` .}} + +common_permissions: &permissions + permissions: + - level: CAN_VIEW + group_name: users + +resources: + jobs: + write_feature_table_job: + name: ${bundle.target}-{{ .input_project_name }}-write-feature-table-job + job_clusters: + - job_cluster_key: write_feature_table_job_cluster + <<: *new_cluster + tasks: + - task_key: PickupFeatures + job_cluster_key: write_feature_table_job_cluster + notebook_task: + notebook_path: ../feature_engineering/notebooks/GenerateAndWriteFeatures.py + base_parameters: + # TODO modify these arguments to reflect your setup. + input_table_path: /databricks-datasets/nyctaxi-with-zipcodes/subsampled + # TODO: Empty start/end dates will process the whole range. Update this as needed to process recent data. + input_start_date: "" + input_end_date: "" + timestamp_column: tpep_pickup_datetime + {{ if (eq .input_include_models_in_unity_catalog `no`) }}output_table_name: feature_store_taxi_example.${bundle.target}_{{template `project_name_alphanumeric_underscore` .}}_trip_pickup_features + {{- else -}}output_table_name: ${var.catalog_name}.{{ .input_schema_name }}.trip_pickup_features{{ end }} + features_transform_module: pickup_features + primary_keys: zip + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + - task_key: DropoffFeatures + job_cluster_key: write_feature_table_job_cluster + notebook_task: + notebook_path: ../feature_engineering/notebooks/GenerateAndWriteFeatures.py + base_parameters: + # TODO: modify these arguments to reflect your setup. + input_table_path: /databricks-datasets/nyctaxi-with-zipcodes/subsampled + # TODO: Empty start/end dates will process the whole range. Update this as needed to process recent data. + input_start_date: "" + input_end_date: "" + timestamp_column: tpep_dropoff_datetime + {{ if (eq .input_include_models_in_unity_catalog `no`) }}output_table_name: feature_store_taxi_example.${var.catalog_name}_{{template `project_name_alphanumeric_underscore` .}}_trip_dropoff_features + {{- else -}}output_table_name: ${var.catalog_name}.{{ .input_schema_name }}.trip_dropoff_features{{ end }} + features_transform_module: dropoff_features + primary_keys: zip + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + schedule: + quartz_cron_expression: "0 0 7 * * ?" # daily at 7am + timezone_id: UTC + <<: *permissions + # If you want to turn on notifications for this job, please uncomment the below code, + # and provide a list of emails to the on_failure argument. + # + # email_notifications: + # on_failure: + # - first@company.com + # - second@company.com diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/ml-artifacts-resource.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/ml-artifacts-resource.yml.tmpl new file mode 100644 index 00000000000..64ceba20123 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/ml-artifacts-resource.yml.tmpl @@ -0,0 +1,34 @@ +# Allow users to read the experiment {{ if (eq .input_include_models_in_unity_catalog `no`) }}and the model{{end}} +common_permissions: &permissions + permissions: + - level: CAN_READ + group_name: users + +{{ if (eq .input_include_models_in_unity_catalog `yes`) }}# Allow users to execute models in Unity Catalog +grants: &grants + grants: + - privileges: + - EXECUTE + principal: {{ .input_unity_catalog_read_user_group }}{{end}} + +# Defines model and experiments +resources: + {{ if (eq .input_include_models_in_unity_catalog `no`) }}models: + model: + name: ${var.model_name} + description: MLflow registered model for the "{{ .input_project_name }}" ML Project for ${bundle.target} deployment target. + <<: *permissions + {{- else -}} + registered_models: + model: + name: ${var.model_name} + catalog_name: ${var.catalog_name} + schema_name: {{ .input_schema_name }} + comment: Registered model in Unity Catalog for the "{{ .input_project_name }}" ML Project for ${bundle.target} deployment target. + <<: *grants{{end}} + + experiments: + experiment: + name: ${var.experiment_name} + <<: *permissions + description: MLflow Experiment used to track runs for {{ .input_project_name }} project. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml.tmpl new file mode 100644 index 00000000000..3c063b759a1 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml.tmpl @@ -0,0 +1,123 @@ +new_cluster: &new_cluster + new_cluster: + num_workers: 3 + spark_version: 15.3.x-cpu-ml-scala2.12 + node_type_id: {{template `cloud_specific_node_type_id` .}} + data_security_mode: "SINGLE_USER" + custom_tags: + clusterSource: mlops-stacks_{{template `stacks_version` .}} + +common_permissions: &permissions + permissions: + - level: CAN_VIEW + group_name: users + +resources: + jobs: + model_training_job: + name: ${bundle.target}-{{ .input_project_name }}-model-training-job + job_clusters: + - job_cluster_key: model_training_job_cluster + <<: *new_cluster + tasks: + - task_key: Train + job_cluster_key: model_training_job_cluster + {{ if and (eq .input_include_feature_store `no`) (eq .input_include_mlflow_recipes `no`) }}notebook_task: + notebook_path: ../training/notebooks/Train.py + base_parameters: + env: ${bundle.target} + # TODO: Update training_data_path + training_data_path: /databricks-datasets/nyctaxi-with-zipcodes/subsampled + experiment_name: ${var.experiment_name} + {{ if (eq .input_include_models_in_unity_catalog `no`) }}model_name: ${var.model_name} + {{- else -}}model_name: ${var.catalog_name}.{{ .input_schema_name }}.${var.model_name}{{ end }} + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + {{ else if (eq .input_include_feature_store `yes`) }}notebook_task: + notebook_path: ../training/notebooks/TrainWithFeatureStore.py + base_parameters: + env: ${bundle.target} + # TODO: Update training_data_path + training_data_path: /databricks-datasets/nyctaxi-with-zipcodes/subsampled + experiment_name: ${var.experiment_name} + {{ if (eq .input_include_models_in_unity_catalog `no`) }}model_name: ${var.model_name} + {{- else -}}model_name: ${var.catalog_name}.{{ .input_schema_name }}.${var.model_name}{{ end }} + {{ if (eq .input_include_models_in_unity_catalog `no`) }}pickup_features_table: feature_store_taxi_example.${bundle.target}_{{template `project_name_alphanumeric_underscore` .}}_trip_pickup_features + {{- else -}}pickup_features_table: ${var.catalog_name}.{{ .input_schema_name }}.trip_pickup_features{{ end }} + {{ if (eq .input_include_models_in_unity_catalog `no`) }}dropoff_features_table: feature_store_taxi_example.${bundle.target}_{{template `project_name_alphanumeric_underscore` .}}_trip_dropoff_features + {{- else -}}dropoff_features_table: ${var.catalog_name}.{{ .input_schema_name }}.trip_dropoff_features{{ end }} + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + {{- else -}}notebook_task: + notebook_path: ../training/notebooks/TrainWithMLflowRecipes.py + base_parameters: + env: ${bundle.target} + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit}{{ end }} + - task_key: ModelValidation + job_cluster_key: model_training_job_cluster + depends_on: + - task_key: Train + notebook_task: + notebook_path: ../validation/notebooks/ModelValidation.py + base_parameters: + {{- if (eq .input_include_mlflow_recipes `yes`) }} + env: ${bundle.target}{{ end }} + experiment_name: ${var.experiment_name} + # The `run_mode` defines whether model validation is enabled or not. + # It can be one of the three values: + # `disabled` : Do not run the model validation notebook. + # `dry_run` : Run the model validation notebook. Ignore failed model validation rules and proceed to move + # model to Production stage. + # `enabled` : Run the model validation notebook. Move model to Production stage only if all model validation + # rules are passing. + # TODO: update run_mode + run_mode: dry_run + # Whether to load the current registered "Production" stage model as baseline. + # Baseline model is a requirement for relative change and absolute change validation thresholds. + # TODO: update enable_baseline_comparison + enable_baseline_comparison: "false" + # Please refer to data parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate + # TODO: update validation_input + validation_input: SELECT * FROM delta.`dbfs:/databricks-datasets/nyctaxi-with-zipcodes/subsampled` + {{- if (eq .input_include_mlflow_recipes `no`) }} + # A string describing the model type. The model type can be either "regressor" and "classifier". + # Please refer to model_type parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate + # TODO: update model_type + model_type: regressor + # The string name of a column from data that contains evaluation labels. + # Please refer to targets parameter in mlflow.evaluate documentation https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.evaluate + # TODO: targets + targets: fare_amount{{ end }} + # Specifies the name of the function in {{ .input_project_name }}/training_validation_deployment/validation/validation.py that returns custom metrics. + # TODO(optional): custom_metrics_loader_function + custom_metrics_loader_function: custom_metrics + # Specifies the name of the function in {{ .input_project_name }}/training_validation_deployment/validation/validation.py that returns model validation thresholds. + # TODO(optional): validation_thresholds_loader_function + validation_thresholds_loader_function: validation_thresholds + # Specifies the name of the function in {{ .input_project_name }}/training_validation_deployment/validation/validation.py that returns evaluator_config. + # TODO(optional): evaluator_config_loader_function + evaluator_config_loader_function: evaluator_config + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + - task_key: ModelDeployment + job_cluster_key: model_training_job_cluster + depends_on: + - task_key: ModelValidation + notebook_task: + notebook_path: ../deployment/model_deployment/notebooks/ModelDeployment.py + base_parameters: + env: ${bundle.target} + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + schedule: + quartz_cron_expression: "0 0 9 * * ?" # daily at 9am + timezone_id: UTC + <<: *permissions + # If you want to turn on notifications for this job, please uncomment the below code, + # and provide a list of emails to the on_failure argument. + # + # email_notifications: + # on_failure: + # - first@company.com + # - second@company.com diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml.tmpl new file mode 100644 index 00000000000..c68d64c7cd3 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/monitoring-resource.yml.tmpl @@ -0,0 +1,84 @@ +# Please complete all the TODOs in this file. +# The regression monitor defined here works OOB with this example regression notebook: {{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "_extras/notebooks/source/monitoring/regression-monitor.html")) }} +# NOTE: Monitoring only works on Unity Catalog tables. + +new_cluster: &new_cluster + new_cluster: + num_workers: 3 + spark_version: 15.3.x-cpu-ml-scala2.12 + node_type_id: {{template `cloud_specific_node_type_id` .}} + data_security_mode: "SINGLE_USER" + custom_tags: + clusterSource: mlops-stacks_{{template `stacks_version` .}} + +common_permissions: &permissions + permissions: + - level: CAN_VIEW + group_name: users + +resources: + quality_monitors: + {{ .input_project_name }}_quality_monitor: + table_name: {{ .input_inference_table_name }} + # TODO: Update the output schema name as per your requirements + output_schema_name: ${bundle.target}.{{ .input_project_name }} + # TODO: Update the below parameters as per your requirements + assets_dir: /Users/${workspace.current_user.userName}/databricks_lakehouse_monitoring + inference_log: + granularities: [1 day] + model_id_col: model_id + prediction_col: prediction + label_col: price + problem_type: PROBLEM_TYPE_REGRESSION + timestamp_col: timestamp + schedule: + quartz_cron_expression: 0 0 8 * * ? # Run Every day at 8am + timezone_id: UTC + jobs: + retraining_job: + name: ${bundle.target}-{{ .input_project_name }}-monitoring-retraining-job + tasks: + - task_key: monitored_metric_violation_check + <<: *new_cluster + notebook_task: + notebook_path: ../monitoring/notebooks/MonitoredMetricViolationCheck.py + base_parameters: + env: ${bundle.target} + table_name_under_monitor: {{ .input_inference_table_name }} + # TODO: Update the metric to be monitored and violation threshold + metric_to_monitor: root_mean_squared_error + metric_violation_threshold: 100 + num_evaluation_windows: 5 + num_violation_windows: 2 + # git source information of current ML resource deployment. It will be persisted as part of the workflow run + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + + - task_key: is_metric_violated + depends_on: + - task_key: monitored_metric_violation_check + condition_task: + op: EQUAL_TO + left: "{{"{{tasks.monitored_metric_violation_check.values.is_metric_violated}}"}}" + right: "true" + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + + - task_key: trigger_retraining + depends_on: + - task_key: is_metric_violated + outcome: "true" + run_job_task: + job_id: ${resources.jobs.model_training_job.id} + git_source_info: url:${bundle.git.origin_url}; branch:${bundle.git.branch}; commit:${bundle.git.commit} + + schedule: + quartz_cron_expression: "0 0 18 * * ?" # daily at 6pm + timezone_id: UTC + <<: *permissions + # If you want to turn on notifications for this job, please uncomment the below code, + # and provide a list of emails to the on_failure argument. + # + # email_notifications: + # on_failure: + # - first@company.com + # - second@company.com + diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/dropoff_features_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/dropoff_features_test.py.tmpl new file mode 100644 index 00000000000..5f7bd8efd38 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/dropoff_features_test.py.tmpl @@ -0,0 +1,44 @@ +import pyspark.sql +import pytest +import pandas as pd +from datetime import datetime +from pyspark.sql import SparkSession + +from {{template `project_name_alphanumeric_underscore` .}}.feature_engineering.features.dropoff_features import ( + compute_features_fn, +) + + +@pytest.fixture(scope="session") +def spark(request): + """fixture for creating a spark session + Args: + request: pytest.FixtureRequest object + """ + spark = ( + SparkSession.builder.master("local[1]") + .appName("pytest-pyspark-local-testing") + .getOrCreate() + ) + request.addfinalizer(lambda: spark.stop()) + + return spark + + +@pytest.mark.usefixtures("spark") +def test_dropoff_features_fn(spark): + input_df = pd.DataFrame( + { + "tpep_pickup_datetime": [datetime(2022, 1, 10)], + "tpep_dropoff_datetime": [datetime(2022, 1, 10)], + "dropoff_zip": [94400], + "trip_distance": [2], + "fare_amount": [100], + } + ) + spark_df = spark.createDataFrame(input_df) + output_df = compute_features_fn( + spark_df, "tpep_pickup_datetime", datetime(2022, 1, 1), datetime(2022, 1, 15) + ) + assert isinstance(output_df, pyspark.sql.DataFrame) + assert output_df.count() == 1 diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/pickup_features_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/pickup_features_test.py.tmpl new file mode 100644 index 00000000000..5921a71db1d --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/feature_engineering/pickup_features_test.py.tmpl @@ -0,0 +1,42 @@ +import pyspark.sql +import pytest +import pandas as pd +from datetime import datetime +from pyspark.sql import SparkSession + +from {{template `project_name_alphanumeric_underscore` .}}.feature_engineering.features.pickup_features import compute_features_fn + + +@pytest.fixture(scope="session") +def spark(request): + """fixture for creating a spark session + Args: + request: pytest.FixtureRequest object + """ + spark = ( + SparkSession.builder.master("local[1]") + .appName("pytest-pyspark-local-testing") + .getOrCreate() + ) + request.addfinalizer(lambda: spark.stop()) + + return spark + + +@pytest.mark.usefixtures("spark") +def test_pickup_features_fn(spark): + input_df = pd.DataFrame( + { + "tpep_pickup_datetime": [datetime(2022, 1, 12)], + "tpep_dropoff_datetime": [datetime(2022, 1, 12)], + "pickup_zip": [94400], + "trip_distance": [2], + "fare_amount": [100], + } + ) + spark_df = spark.createDataFrame(input_df) + output_df = compute_features_fn( + spark_df, "tpep_pickup_datetime", datetime(2022, 1, 1), datetime(2022, 1, 15) + ) + assert isinstance(output_df, pyspark.sql.DataFrame) + assert output_df.count() == 4 # 4 15-min intervals over 1 hr window. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/ingest_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/ingest_test.py.tmpl new file mode 100644 index 00000000000..c74e8b02204 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/ingest_test.py.tmpl @@ -0,0 +1,22 @@ +import pytest +import os +import tempfile +import pandas as pd +from pandas import DataFrame +from {{template `project_name_alphanumeric_underscore` .}}.training.steps.ingest import load_file_as_dataframe + + +@pytest.fixture +def sample_data(): + return pd.read_parquet( + os.path.join(os.path.dirname(__file__), "test_sample.parquet") + ) + + +def test_ingest_function_reads_csv_correctly(sample_data): + tempdir = tempfile.mkdtemp() + csv_path = os.path.join(tempdir, "test_sample.csv") + sample_data.to_csv(csv_path) + + ingested = load_file_as_dataframe(csv_path, "csv") + assert isinstance(ingested, DataFrame) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/split_test.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/split_test.py.tmpl new file mode 100644 index 00000000000..ffe5e34e994 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/split_test.py.tmpl @@ -0,0 +1,36 @@ +import pytest +import os +import pandas as pd +from pandas import DataFrame +from {{template `project_name_alphanumeric_underscore` .}}.training.steps.split import process_splits + + +@pytest.fixture +def sample_data(): + return pd.read_parquet( + os.path.join(os.path.dirname(__file__), "test_sample.parquet") + ) + + +def test_post_split_fn_returns_datasets_with_correct_spec(sample_data): + train = sample_data[0:3] + validation = sample_data[4:7] + test = sample_data[7:10] + (train_processed, validation_processed, test_processed) = process_splits( + train, validation, test + ) + assert isinstance(train_processed, DataFrame) + assert isinstance(validation_processed, DataFrame) + assert isinstance(test_processed, DataFrame) + + +def test_post_split_fn_returns_non_empty_datasets(sample_data): + train = sample_data[0:3] + validation = sample_data[4:7] + test = sample_data[7:10] + (train_processed, validation_processed, test_processed) = process_splits( + train, validation, test + ) + assert not train_processed.empty + assert not validation_processed.empty + assert not test_processed.empty diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_notebooks.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_notebooks.py.tmpl new file mode 100644 index 00000000000..7293b1b382f --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_notebooks.py.tmpl @@ -0,0 +1,9 @@ +import pathlib + + +def test_notebook_format(): + # Verify that all Databricks notebooks have the required header + paths = list(pathlib.Path("./notebooks").glob("**/*.py")) + for f in paths: + notebook_str = open(str(f)).read() + assert notebook_str.startswith("# Databricks notebook source") diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_sample.parquet b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/tests/training/test_sample.parquet new file mode 100644 index 0000000000000000000000000000000000000000..692734d1814935c5ea3329db27726ccca4e8acb0 GIT binary patch literal 5613 zcmcgwU2NOd6{b|#m7TbA5>b-_FELa{$yUeFkL6TFI*XDmiK^_xax96;I)kJrixx?7 z5+zwm(|LQ?`VgSOFsywDif#`ZkYPbl^sy-1Jq*Rx4%pCjL)H~5Pz=Q|U>nf(sSi8% zQa{v>iv?Ru=#uxIb9sKgbM85Wu24x2X(3-Wkv}yhNE>N6P7qiAbvdYAd;J%WjS#_~ z{rJ;6@Z59#@XTp=?*Hh~Z@vIeg12qUbFg0W9KDV9-T7d|2J7I*-}}ljcv**?1>XUM|kZ2dkx{U_q+FRA$)>w{oq}M4{`DKsoSQ>-QS$f zAb9rAKg3{o#y4I<@C4s@{rTbWv;_b>t-T1ILF#aL?mXOuhs5yY$|bdw&kx}9SF`Kp zsO#4j0BBJ70V;9cd+c>b54ezNq=+a{Cc^QDn5Tl41N z*d$?@uoAOl)>vXT_*Jyy+<5SA^uwm@?y=xtqP+7qx@Ln8Yg-&LYmnN9ghlv1N|ZN_ zOq1iSM48aaB4mhI(O8AoGvqC^{Z+H;<#E@|F+gBY=mDw@LV)WcK#Z6yGr^IEEyOAC z_E8vT$E=n;FWiWeuv!|kp4+<=1RLR+AL6&pSpvWH*~uU>W{?V$-UIR+P+WJv)b;yF zo-GSotX!%p8a@}`^-E^gtw&t9CeXpa*MFgCsMkSqIYCb1u+KbGKT8m2VH|^T3C15` z6z2%y6g*GBfap$>Glnu?L0pFg?Fa7+E3oO21^w7RH1gc9Ui&)u^xpAl(%g#Wc+d$#cWvNFS5%+iA)c70 zp79fo(F$J>WR^S%W$TQ2cy&BuOWZs@4ba1dcMUHRJ=?}XSnmlUNJKMc7eShVVu+1S zF#1T?ZBx@z(jixH*I`%0Ln}OobkZNp;d?+Q!T!mF-R82|-<_}##MGQ)RArSMTXFos zdfh21IbnB;FG*EdsW_jQxpv)I1RBhoWmef1oO3fyg_Q*$C{;;<6|{@821_@dmsFT~ z^tpiNH=YKDE^rG=7g}LsBEKmH?Ky{KkmF?Fs9cE=diCNB(cY?19$aV+WySKX!V%d<}5B; zQz}pQnT!yTX*d)ZEMKQ!FZ)&pYUGhx|qUwj&EIa8PR>^M6!}&uUpklJ9&TNdwGIPaPf^qY722jE6tzu-w=pdg>fzTBaiznj>o7-axUdw=rzxsV!F%vT zLPABDqcufEHeqk*A}veRY&5ly@vhalSW4rRRq?VI;)F)L%%=TCdZ)BaEAav+=OkLJ zZ_~2Bz@<0Qo@y?=TS`vG8;%nOP3T-IXNi_ z(Nq)ZN&6}yCr7mG2D}^fd$?%5LWkorn@&}-kwBG6dnB}vQ&JT!404nZ*af;h0k@C| zVIHlds%(0#mW^(T$QIbE@i8f%i%E4XHyp1qvMMpYb)BD1xtVmbkc+M$p8$_kmGK6O z;Jbo-mr|Qa(Y-(`o?hF#ICbozm1I4e3FY~yw8Q#R^^6zEO}SZQH^wfjX4AXHjJJ&; zCFWuwiH`*8U~@SK?`ESBcQ%t$5ylwHXawRDX=Z#$KMy_u#$x}TAwCwFOj624B`tfE zai_ihW@dv%SZW}@>vF_oG*z>)Flm}X^3;-blXC)dJpH!n*lUMk9EPF~aF zHPq&8h4V(-Ydfv{8O$%4iv|k0WyYdIVu2F2jz1o_kF4gXCCEToq;;SWY&ylQ00{M z=BkMK5Iav@NEyyB)TG?*ifo?-2Zw4bB&;W#w$Xsl>&=whN7BRpkL|j2Y04;d%aF$OXB!l zJjFBIzhWVk@oFBZbyx=KN6WY`@l;sX1@{#!kLk!;#X@5J@{sOm?^&Q$I4}yiM^nYV z_o4a0)wO3CO=HRa+5p7RB5K7j2~(?ATk=+(!cA3g!g_y&4OD0o-Q0W>*ZEFf8EP{U z<88@XMxa772U8e`5`_YUnswW#P*}&mg6IbPkrL_)dIWG8gkQ83Z&+i|@O<(~!f{$< n%ipRB+Ie18&*Sfvnbrr%4E|D?lBNlw??;@Rgg`, passing the URL of your dev workspace. + This should prompt you to enter an API token +* [Create a personal access token]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "dev-tools/auth/pat.html")) }}) + in your dev workspace and paste it into the prompt from the previous step +* From within the root directory of the current project, use the [dbx sync](https://dbx.readthedocs.io/en/latest/guides/python/devloop/mixed/#using-dbx-sync-repo-for-local-to-repo-synchronization) tool to copy code files from your local machine into the Repo by running + `dbx sync repo --profile {{ .input_project_name }}-dev --source . --dest-repo your-repo-name`, where `your-repo-name` should be the last segment of the full repo name (`/Repos/username/your-repo-name`) + +#### Running code on Databricks +You can iterate on ML code by running the provided `{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/TrainWithMLflowRecipes.py` notebook on Databricks using +[Repos]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "repos/index.html")) }}). This notebook drives execution of +the ML code defined under ``{{template `project_name_alphanumeric_underscore` .}}/training/steps``. You can use multiple browser tabs to edit +logic in `steps` and run the training recipe in the `TrainWithMLflowRecipes.py` notebook. + + +### Develop locally +**Note: this section assumes use of MLflow Recipes**. + +You can also iterate on ML code locally. + +#### Prerequisites +* Python 3.8+ +* Install model training and test dependencies via `pip install -I -r {{template `project_name_alphanumeric_underscore` .}}/requirements.txt -r test-requirements.txt` from project root directory. + +#### Trigger model training +Run `mlp run --profile local` to trigger training locally. See the +[MLflow recipes CLI docs](https://mlflow.org/docs/latest/recipes.html#key-concepts) for details. + +#### Inspect results in the UI +To facilitate saving and sharing results from local iteration with collaborators, we recommend configuring your +environment to log to a Databricks MLflow tracking server, as described in [this guide]({{ template `generate_doc_link` (map (pair "cloud" .input_cloud) (pair "path" "mlflow/access-hosted-tracking-server.html")) }}). +Then, update `profiles/local.yaml` to use a Databricks tracking URI, +e.g. `databricks://` instead of a local `sqlite://` URI. You can then easily view model training results in the Databricks UI. + +If you prefer to log results locally (the default), you can view model training results by running the MLflow UI: + +```sh +mlflow ui \ + --backend-store-uri sqlite:///mlruns.db \ + --default-artifact-root ./mlruns \ + --host localhost +``` + +Then, open a browser tab pointing to [http://127.0.0.1:5000](http://127.0.0.1:5000) + +#### Run unit tests +You can run unit tests for your ML code via `pytest tests`. + +## Next Steps +If you're iterating on ML code for an existing, already-deployed ML project, +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} +follow [Submitting a Pull Request](../../docs/ml-pull-request.md) +{{- else }} +ask your ops team to set up CI/CD by initializing MLOps Stacks with the `CICD_Only` parameter +{{- end }} +to submit your code for testing and production deployment. + +Otherwise, if exploring a new ML problem and satisfied with the results (e.g. you were able to train +a model with reasonable performance on your dataset), you may be ready to productionize your pipeline. +{{- if (eq .input_setup_cicd_and_project `CICD_and_Project`) }} +To do this, follow the [MLOps Setup Guide](../../docs/mlops-setup.md) to set up CI/CD and deploy +production training/inference pipelines. +{{- else }} +To do this, ask your ops team to set up CI/CD by initializing MLOps Stacks with the `CICD_Only` parameter. +{{- end }} + +[(back to project README)](../README.md) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/__init__.py.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/__init__.py.tmpl new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` 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b/acceptance/bundle/deploy/mlops-stacks/template/hooks/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/acceptance/bundle/deploy/mlops-stacks/template/hooks/pre_gen_project.py b/acceptance/bundle/deploy/mlops-stacks/template/hooks/pre_gen_project.py new file mode 100644 index 00000000000..289b3607665 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/hooks/pre_gen_project.py @@ -0,0 +1,5 @@ +if __name__ == "__main__": + raise ValueError( + "MLOps project creation has been migrated to use Databricks CLI. " + "Please refer to README.md for more information." + ) diff --git a/acceptance/bundle/deploy/mlops-stacks/template/library/functions.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/library/functions.tmpl new file mode 100644 index 00000000000..9d66c9e9ff4 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/library/functions.tmpl @@ -0,0 +1,26 @@ +# define functions +{{ define "get_host" -}} + {{- with url . -}} + {{- print .Scheme `://` .Host -}} + {{- end -}} +{{- end }} + +{{ define "generate_doc_link" -}} + {{- if eq .cloud `aws` -}} + {{- if eq .path `repos/git-operations-with-repos#add-a-repo-and-connect-remotely-later` -}} + https://docs.databricks.com/repos/git-operations-with-repos.html#add-a-repo-connected-to-a-remote-repo + {{- else -}} + https://docs.databricks.com/{{ print .path }} + {{- end -}} + {{- else if eq .cloud `gcp` -}} + {{- if eq .path `repos/git-operations-with-repos#add-a-repo-and-connect-remotely-later` -}} + https://docs.gcp.databricks.com/en/repos/git-operations-with-repos.html#clone-a-repo-connected-to-a-remote-repo + {{- else -}} + https://docs.gcp.databricks.com/{{ print .path }} + {{- end -}} + {{- else if eq .cloud `azure` -}} + https://learn.microsoft.com/azure/databricks/{{ (regexp `\.html`).ReplaceAllString (print .path) `` }} + {{- else -}} + {{ fail `Invalid selection of cloud in function generate_doc_link. Please choose from [azure, aws, gcp]` }} + {{- end -}} +{{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/library/input_validation.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/library/input_validation.tmpl new file mode 100644 index 00000000000..2f54565f956 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/library/input_validation.tmpl @@ -0,0 +1,2 @@ +{{ define `validation` }} +{{- end -}} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/library/template_variables.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/library/template_variables.tmpl new file mode 100644 index 00000000000..805f267d674 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/library/template_variables.tmpl @@ -0,0 +1,64 @@ +# define template variables +{{ define `databricks_prod_workspace_host` -}} + {{- if not (eq (print .input_databricks_prod_workspace_host) "") -}} + {{- with url (print .input_databricks_prod_workspace_host) -}} + {{ print .Scheme `://` .Host }} + {{- end -}} + {{- else -}} + {{- if eq .input_cloud `azure` -}} + https://adb-xxxx.xx.azuredatabricks.net + {{- else if eq .input_cloud `aws` -}} + https://your-prod-workspace.cloud.databricks.com + {{- else if eq .input_cloud `gcp` -}} + https://your-prod-workspace.gcp.databricks.com + {{- end -}} + {{- end -}} +{{- end }} + +{{ define `databricks_staging_workspace_host` -}} + {{- if not (eq (print .input_databricks_staging_workspace_host) "") -}} + {{- with url (print .input_databricks_staging_workspace_host) -}} + {{- print .Scheme `://` .Host -}} + {{- end -}} + {{- else -}} + {{- if eq .input_cloud `azure` -}} + https://adb-xxxx.xx.azuredatabricks.net + {{- else if eq .input_cloud `aws` -}} + https://your-staging-workspace.cloud.databricks.com + {{- else if eq .input_cloud `gcp` -}} + https://your-staging-workspace.gcp.databricks.com + {{- end -}} + {{- end -}} +{{- end }} + +{{ define `cloud_specific_node_type_id` -}} + {{- if (eq .input_cloud `aws`) -}} + i3.xlarge + {{- else if (eq .input_cloud `azure`) -}} + Standard_D3_v2 + {{- else if (eq .input_cloud `gcp`) -}} + n2-highmem-4 + {{- else -}} + {{ fail `Unknown cloud platform` }} + {{- end -}} +{{- end -}} + +{{ define `model_name` -}} + {{ .input_project_name }}-model +{{- end }} + +{{ define `experiment_base_name` -}} + {{ .input_project_name }}-experiment +{{- end }} + +{{ define `project_name_alphanumeric_underscore` -}} + {{- (regexp `-`).ReplaceAllString ((regexp `[^A-Za-z0-9_-]`).ReplaceAllString (print .input_project_name) ``) `_` -}} +{{- end }} + +{{ define `cli_version` -}} + v0.236.0 +{{- end }} + +{{ define `stacks_version` -}} + 0.4 +{{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/stack-customization.md b/acceptance/bundle/deploy/mlops-stacks/template/stack-customization.md new file mode 100644 index 00000000000..d8eb9f52b7c --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/stack-customization.md @@ -0,0 +1,87 @@ +# MLOps Stacks Customization Guide +We provide the default MLOps Stack in this repo as a production-friendly starting point for MLOps. + +For generic enhancements not specific to your organization +(e.g. add support for a new CI/CD provider), we encourage you to consider contributing the +change back to the MLOps Stacks repo, so that the community can help maintain and enhance it. + +However, in many cases you may need to customize the stack, for example if: +* You have different Databricks workspace environments (e.g. a "test" workspace for CI, in addition to dev/staging/prod) +* You'd like to run extra checks/tests in CI/CD besides the ones supported out of the box +* You're using an ML code structure built in-house +* It is cost prohibitive or impractical to retrain models in all environments; see section on "Example ML code" under "Customize individual components" + +For more information about generating a project using Databricks asset bundle templates, please refer to [link](https://docs.databricks.com/en/dev-tools/bundles/templates.html). + +## Creating a custom stack + +**Note**: the development loop for your custom stack is the same as for iterating on the +default stack. Before getting started, we encourage you to read +the [contributor guide](README.md#contributing) to learn how to +make, preview, and test changes to your custom stack. + +### Fork the MLOps Stacks repo +Fork the MLOps Stacks repo. You may want to create a private fork if you're tailoring +the stack to the specific needs of your organization, or a public fork if you're creating +a generic new stack. + +### (optional) Set up CI +Tests for MLOps Stacks are defined under the `tests/` directory and are +executed in CI by Github Actions workflows defined under `.github/`. We encourage you to configure +CI in your own MLOps Stacks repo to ensure it continues to work as you make changes. +If you use GitHub Actions for CI, the provided workflows should work out of the box. +Otherwise, you'll need to translate the workflows under `.github/` to the CI provider of your +choice. + +### Update MLOps Stacks parameters +Update parameters in your fork as needed in `databricks_template_schema.json` and update corresponding template variable in `library/template_variables.tmpl`. Pruning the set of +parameters makes it easier for data scientists to start new projects, at the cost of reduced flexibility. + +For example, you may have a fixed set of staging & prod Databricks workspaces (or use a single staging & prod workspace), so the +`input_databricks_staging_workspace_host` and `input_databricks_prod_workspace_host` parameters may be unnecessary. You may +also run all of your ML pipelines on a single cloud, in which case the `input_cloud` parameter is unnecessary. + +The easiest way to prune parameters and replace them with hardcoded values is to follow +the [contributor guide](README.md#previewing-changes) to generate an example project with +parameters substituted-in, and then copy the generated project contents back into your MLOps Stacks repo. + +## Customize individual components + +### Example ML code +MLOps Stacks provides example ML code. +You may want to customize the example code, e.g. further prune it down into a skeleton for data scientists +to fill out. + +If you customize this component, you can still use the CI/CD and ML resource components to build production ML pipelines, as long as you provide ML +notebooks with the expected interface. For example, model training under ``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/`` and inference under +``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/batch_inference/notebooks/``. See code comments in the notebook files for the expected interface & behavior of these notebooks. + +To integrate [promoting model across environments](https://docs.databricks.com/aws/en/machine-learning/manage-model-lifecycle/#promote-a-model-across-environments) into MLOps Stacks using the [`copy_model_version` MLflow Client API](https://mlflow.org/docs/latest/api_reference/python_api/mlflow.client.html#mlflow.client.MlflowClient.copy_model_version), you may consider using reference code snippets to adapt the `model training` notebooks under ``template/ +{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/training/notebooks/``for `promoting model` e.g. from `dev` environment to `staging` and `production` environments. Unity Catalog registered models can be shared and promoted across different workspaces and/or (e.g. devs/staging/production) environments, provided they are connected to the same Unity Catalog metastore and appropriate privileges are in place. + +You may also want to update developer-facing docs under ``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/README.md.tmpl``, which will be read by users of your stack. + +### CI/CD workflows +MLOps Stacks currently has the following sub-components for CI/CD: +* CI/CD workflow logic defined under `template/{{.input_root_dir}}/.github/` for testing and deploying ML code and models +* Logic to trigger model deployment through REST API calls to your CD system, when model training completes. + This logic is currently captured in ``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/deployment/model_deployment/notebooks/ModelDeployment.py`` + +### ML resource configs +Root ML resource config file can be found as ``{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/databricks.yml``. +It defines the ML config resources to be included and workspace host for each deployment target. + +ML resource configs (databricks CLI bundles code definitions of ML jobs, experiments, models etc) can be found under +``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources``, along with docs. + +You can update this component to customize the default ML pipeline structure for new ML projects in your organization, +e.g. add additional model inference jobs or modify the default instance type used in ML jobs. + +When updating this component, you may want to update developer-facing docs in +``template/{{.input_root_dir}}/{{template `project_name_alphanumeric_underscore` .}}/resources/README.md``. + +### Docs +After making customizations, make any changes needed to +the docs under `template/{{.input_root_dir}}/docs` and in the main README +(`template/{{.input_root_dir}}/README.md`) to reflect any updates you've made to the MLOps Stacks repo. +For example, you may want to include a link to your custom MLOps Stacks repo in `template/{{.input_root_dir}}/README.md`. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/run_validations.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/run_validations.tmpl new file mode 100644 index 00000000000..45a82b8eb1b --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/run_validations.tmpl @@ -0,0 +1 @@ +run validation{{ template `validation` . }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/update_layout.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/update_layout.tmpl new file mode 100644 index 00000000000..a666e23c9b1 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/update_layout.tmpl @@ -0,0 +1,91 @@ +# Remove unrelated CICD platform files +{{ $project_name_alphanumeric_underscore := (regexp `-`).ReplaceAllString ((regexp `[^A-Za-z0-9_-]`).ReplaceAllString .input_project_name ``) `_` -}} +{{ $root_dir := .input_root_dir}} + +{{ if (eq .input_setup_cicd_and_project `Project_Only`) }} + {{ skip (printf `%s/%s` $root_dir `.azure`) }} + {{ skip (printf `%s/%s` $root_dir `.github`) }} + {{ skip (printf `%s/%s` $root_dir `docs`) }} + {{ skip (printf `%s/%s` $root_dir `.gitignore`) }} + {{ skip (printf `%s/%s` $root_dir `README.md`) }} + {{ skip (printf `%s/%s` $root_dir `test-requirements.txt`) }} + {{ skip (printf `%s/%s` $root_dir `cicd.tar.gz`) }} + {{ skip (printf `%s/%s` $root_dir `cicd_params.json`) }} +{{ else if (eq .input_setup_cicd_and_project `CICD_Only`) }} + {{ skip (printf `%s/%s` $root_dir $project_name_alphanumeric_underscore) }} + {{ skip (printf `%s/%s/%s-*` $root_dir `.github/workflows` .input_project_name) }} + {{ skip (printf `%s/%s/%s-*` $root_dir `.azure/devops-pipelines` .input_project_name) }} +{{ end }} + +{{ if (or (eq .input_cicd_platform `github_actions`) (eq .input_cicd_platform `github_actions_for_github_enterprise_servers`)) }} + {{ skip (printf `%s/%s` $root_dir `.azure`) }} + {{ skip (printf `%s/%s` $root_dir `.gitlab`) }} +{{ else if (eq .input_cicd_platform `azure_devops`) }} + {{ skip (printf `%s/%s` $root_dir `.github`) }} + {{ skip (printf `%s/%s` $root_dir `.gitlab`) }} +{{ else if (eq .input_cicd_platform `gitlab`) }} + {{ skip (printf `%s/%s` $root_dir `.github`) }} + {{ skip (printf `%s/%s` $root_dir `.azure`) }} +{{ end }} + +{{ if (not (eq .input_project_name `27896cf3-bb3e-476e-8129-96df0406d5c7`)) }} + {{ skip (printf `%s/%s` $root_dir `_params_testing_only.txt`) }} +{{ end }} + +# Remove Delta and Feature Store code in cases of MLflow Recipes. +{{ if (eq .input_include_mlflow_recipes `yes`) }} + # delta_paths + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/notebooks/Train.py`) }} + # feature_store_paths + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `feature_engineering`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/feature_engineering`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/notebooks/TrainWithFeatureStore.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `resources/feature-engineering-workflow-resource.yml`) }} +# Remove Delta and MLflow Recipes code in cases of Feature Store. +{{ else if (eq .input_include_feature_store `yes`) }} + # delta_paths + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/notebooks/Train.py`) }} + # recipe_paths + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/profiles`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/steps`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/data`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/__init__.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/notebooks/TrainWithMLflowRecipes.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/recipe.yaml`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/README.md`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/ingest_test.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/split_test.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/train_test.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/test_sample.parquet`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/transform_test.py`) }} +# Remove MLflow Recipes and Feature Store code in cases of Delta Table. +{{ else }} + # recipe_paths + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/profiles`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/steps`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/data`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/__init__.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/notebooks/TrainWithMLflowRecipes.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/recipe.yaml`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/README.md`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/ingest_test.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/split_test.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/train_test.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/test_sample.parquet`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/training/transform_test.py`) }} + # feature_store_paths + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `feature_engineering`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `tests/feature_engineering`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `training/notebooks/TrainWithFeatureStore.py`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `resources/feature-engineering-workflow-resource.yml`) }} +{{ end }} + +# Remove utils if using Models in Unity Catalog +{{ if (eq .input_include_models_in_unity_catalog `yes`) }} + {{ skip (printf `%s/%s/%s` $root_dir $project_name_alphanumeric_underscore `utils.py`) }} +{{ end }} + +# Remove template files +{{ skip (printf `%s/%s` $root_dir `cicd`) }} +{{ skip `update_layout` }} +{{ skip `run_validations` }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/README.md.tmpl new file mode 100644 index 00000000000..88a7b5276d7 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/README.md.tmpl @@ -0,0 +1,7 @@ +# CI/CD Workflow Definitions +This directory contains CI/CD workflow definitions using [Azure DevOps Pipelines](https://learn.microsoft.com/en-us/azure/devops/pipelines), +under ``devops-pipelines``. These workflows cover testing and deployment of both ML code (for model training, batch inference, etc) and +Databricks ML resource definitions. + +To set up CI/CD for a new project, +please refer to [Setting up CI/CD](<../../README.md#Setting up CI/CD>) and following the [MLOps Setup Guide](../../docs/mlops-setup.md). diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/deploy-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/deploy-cicd.yml.tmpl new file mode 100644 index 00000000000..c038a4b7280 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/deploy-cicd.yml.tmpl @@ -0,0 +1,100 @@ +# This Azure Pipeline sets up CI/CD workflows for a previously instantiated MLOps Stacks Project. + +trigger: none + +variables: + - group: {{ .input_root_dir }} variable group + +parameters: + - name: ProjectName + displayName: Name of the project to deploy CI/CD for. + default: {{ .input_project_name }} + type: string + +jobs: + - job: DeployCICD + displayName: 'Deploy CI/CD' + pool: + vmImage: 'ubuntu-latest' + + steps: + - checkout: self + persistCredentials: true + clean: true + displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' + + # Install Databricks CLI + - script: | + curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh + displayName: 'Install Databricks CLI' + + # Extract Databricks version to test installation + - script: | + databricks version + displayName: 'Get Databricks CLI version' + + # Convert Project Name to Only Alphanumeric Characters + - script: | + projectNameAlpha=$(echo "{{`${{ parameters.ProjectName }}`}}" | tr ' -' '_') + echo "##vso[task.setvariable variable=PROJECT_NAME_ALPHA]$projectNameAlpha" + displayName: 'Convert Project Name to Only Alphanumeric Characters' + + # Install jq + - script: | + sudo apt-get install jq + displayName: 'Install jq' + + # Unzip Bundle and Append Parameters to Input JSON + - script: | + tar -xzvf cicd.tar.gz + INPUT_CLOUD_1=$(jq -r '.input_cloud' cicd_params.json) + INPUT_CLOUD_2=$(jq -r '.input_cloud' "$(PROJECT_NAME_ALPHA)/project_params.json") + if [ "$INPUT_CLOUD_1" != "$INPUT_CLOUD_2" ]; then + printf "Error: CICD cloud '%s' does not match project cloud '%s'\n" "$INPUT_CLOUD_1" "$INPUT_CLOUD_2" + exit 1 + fi + printf '%s' "$(jq '. += {"input_project_name":"{{`${{ parameters.ProjectName }}`}}"}' cicd_params.json)" > cicd_params.json + printf '%s' "$(jq -s '.[0] + .[1]' cicd_params.json $(PROJECT_NAME_ALPHA)/project_params.json)" > cicd_params.json + displayName: 'Extract CICD Bundle and Update Parameters' + + # Update databricks.yml + - script: | + {{if (eq .input_include_models_in_unity_catalog `yes`)}}echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml" + {{- else}}echo -e " staging:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"{{end}} + displayName: 'Update databricks.yml' + + # Initialize CICD Bundle + - script: | + databricks bundle init ./cicd --config-file "cicd_params.json" + displayName: Initialize CI/CD Bundle + env: + DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} + + # Create Branch and Commit CICD Bundle + - script: | + git config --global user.name "Deploy CICD Bot" + git config --global user.email "noreply-cicd-bot@databricks.com" + git checkout -b add-cicd-for-{{`${{ parameters.ProjectName }}`}} + git add .azure "$(PROJECT_NAME_ALPHA)/databricks.yml" + git commit -m "Add CICD for {{`${{ parameters.ProjectName }}`}}" + git push --force-with-lease origin add-cicd-for-{{`${{ parameters.ProjectName }}`}} + displayName: Push CICD Bundle to a New Branch + + # Create Pull Request + - script: | + echo Creating Pull Request... + PR_DATA="{\"sourceRefName\":\"refs/heads/add-cicd-for-{{`${{ parameters.ProjectName }}`}}\",\"targetRefName\":\"refs/heads/main\",\"title\":\"Deploy CICD for {{`${{ parameters.ProjectName }}`}}\",\"description\":\"This PR was generated by the Deploy CICD workflow.\",\"reviewers\":[]}" + PR_RESPONSE=$(curl -X POST -H "Content-Type: application/json" -d "$PR_DATA" -u :$(System.AccessToken) "$(System.TeamFoundationCollectionUri)$(System.TeamProject)/_apis/git/repositories/$(Build.Repository.Name)/pullrequests?api-version=6.0") + echo $PR_RESPONSE + displayName: 'Create Pull Request' + env: + System.AccessToken: $(System.AccessToken) + + diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-bundle-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-bundle-cicd.yml.tmpl new file mode 100644 index 00000000000..48145ac114a --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-bundle-cicd.yml.tmpl @@ -0,0 +1,218 @@ +# This Azure Pipeline validates and deploys bundle config (ML resource config and more) +# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* +# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml. +# The bundle is validated (CI) upon making a PR against the {{ .input_default_branch }} branch. +# Bundle resources defined for staging are deployed when a PR is merged into the {{ .input_default_branch }} branch. +# Bundle resources defined for prod are deployed when a PR is merged into the {{ .input_release_branch }} branch. + +trigger: + branches: + include: + - {{ .input_default_branch }} + - {{ .input_release_branch }} + paths: + include: + - {{template `project_name_alphanumeric_underscore` .}}/* + +variables: + - name: workingDirectory + value: {{template `project_name_alphanumeric_underscore` .}} + - group: {{ .input_root_dir }} variable group + +stages: +# Run BundleCI stage upon making a PR against the {{ .input_default_branch }} branch +- stage: BundleCI + displayName: 'Bundle validation for {{ .input_project_name }}' + # Trigger BundleCI stage on PR against the default branch, and not on pushes to other branches + condition: | + and( + not(eq(variables['Build.Reason'], 'IndividualCI')), + eq(variables['Build.Reason'], 'PullRequest'), + eq(variables['System.PullRequest.TargetBranch'], 'refs/heads/{{ .input_default_branch }}') + ) + + jobs: + - job: StagingBundleCI + displayName: 'Staging bundle validation for {{ .input_project_name }}' + + pool: + vmImage: 'ubuntu-latest' + + steps: + - script: env | sort + displayName: 'Environment / Context' + + - checkout: self + displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' + persistCredentials: true + clean: true + + # Install Databricks CLI + - script: | + curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh + displayName: 'Install Databricks CLI' + + # Validate bundle to be deployed to the staging workspace + - script: | + databricks bundle validate -t staging + workingDirectory: $(workingDirectory) + displayName: 'Validate bundle for staging' + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} + + + - job: prodBundleCI + displayName: 'Prod bundle validation for {{ .input_project_name }}' + dependsOn: [] # Removes the implicit dependency on previous job and force prodBundleCI job to run in parallel + + steps: + - script: env | sort + displayName: 'Environment / Context' + + - checkout: self + displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' + persistCredentials: true + clean: true + + # Install Databricks CLI + - script: | + curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh + displayName: 'Install Databricks CLI' + + # Validate bundle to be deployed to the prod workspace + - script: | + databricks bundle validate -t prod + workingDirectory: $(workingDirectory) + displayName: 'Validate bundle for prod' + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(PROD_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(PROD_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(PROD_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(PROD_WORKSPACE_TOKEN) + {{- end }} + +# Run StagingBundleCD stage after successfully merging into the {{ .input_default_branch }} branch +- stage: StagingBundleCD + displayName: 'Staging bundle deployment for {{ .input_project_name }}' + # Trigger deployment of bundle resources when PRs are merged into the {{ .input_default_branch }} branch + condition: | + and( + eq(variables['Build.SourceBranch'], 'refs/heads/{{ .input_default_branch }}'), + not(eq(variables['Build.Reason'], 'PullRequest')) + ) + + jobs: + - job: StagingBundleCD + displayName: 'Bundle Deployment for {{ .input_project_name }} Staging' + + pool: + vmImage: 'ubuntu-latest' + + steps: + - script: env | sort + displayName: 'Environment / Context' + + - checkout: self + displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' + persistCredentials: true + clean: true + + # Install Databricks CLI + - script: | + curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh + displayName: 'Install Databricks CLI' + + # Validate bundle to be deployed to the Staging workspace + - script: | + databricks bundle validate -t staging + workingDirectory: $(workingDirectory) + displayName: 'Validate bundle for staging' + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} + + # Deploy bundle to Staging workspace + - script: | + databricks bundle deploy -t staging + workingDirectory: $(workingDirectory) + displayName: 'Deploy bundle to staging' + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} + +# Run prod bundle CD stage after successfully merging into the {{ .input_release_branch }} branch +- stage: prodBundleCD + displayName: 'Prod bundle deployment for {{ .input_project_name }}' + # Trigger deployment of Bundle resources when PRs are merged into the {{ .input_release_branch }} branch + condition: | + and( + eq(variables['Build.SourceBranch'], 'refs/heads/{{ .input_release_branch }}'), + not(eq(variables['Build.Reason'], 'PullRequest')) + ) + + jobs: + - job: prodBundleCD + displayName: 'Bundle deployment for {{ .input_project_name }} prod' + + pool: + vmImage: 'ubuntu-latest' + + steps: + - script: env | sort + displayName: 'Environment / Context' + + - checkout: self + displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' + persistCredentials: true + clean: true + + # Install Databricks CLI + - script: | + curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh + displayName: 'Install Databricks CLI' + + # Validate bundle to be deployed to the prod workspace + - script: | + databricks bundle validate -t prod + workingDirectory: $(workingDirectory) + displayName: 'Validate bundle for prod' + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(PROD_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(PROD_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(PROD_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(PROD_WORKSPACE_TOKEN) + {{- end }} + + # Deploy bundle to prod workspace + - script: | + databricks bundle deploy -t prod + workingDirectory: $(workingDirectory) + displayName: 'Deploy bundle to prod' + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(PROD_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(PROD_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(PROD_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(PROD_WORKSPACE_TOKEN) + {{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-tests-ci.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-tests-ci.yml.tmpl new file mode 100644 index 00000000000..d9574c8fd5e --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.azure/devops-pipelines/{{.input_project_name}}-tests-ci.yml.tmpl @@ -0,0 +1,139 @@ +# This Azure Pipeline runs unit and integration tests. +# This pipeline is triggered upon making a PR against the {{ .input_default_branch }} branch. +# Unit tests are defined under {{template `project_name_alphanumeric_underscore` .}}/tests +# and are executed on the Azure Pipelines agent. +# The integration test deploys and runs the model_training_job defined in {{template `project_name_alphanumeric_underscore` .}}/resources/model-workflow-resource.yml +# This integration test is run in the staging workspace, as defined under {{template `project_name_alphanumeric_underscore` .}}/databricks.yml + +trigger: + branches: + include: + - {{ .input_default_branch }} + paths: + include: + - {{template `project_name_alphanumeric_underscore` .}}/* + - '.azure/devops-pipelines/{{ .input_project_name }}-tests-ci.yml' + +variables: + - name: workingDirectory + value: {{template `project_name_alphanumeric_underscore` .}} + - group: {{ .input_root_dir }} variable group + +jobs: + - job: UnitTests + displayName: 'Unit Tests' + # Trigger unit test upon making a PR against the {{ .input_default_branch }} branch + condition: | + and( + not(eq(variables['Build.Reason'], 'IndividualCI')), + eq(variables['Build.Reason'], 'PullRequest'), + eq(variables['System.PullRequest.TargetBranch'], 'refs/heads/{{ .input_default_branch }}') + ) + pool: + vmImage: 'ubuntu-latest' + + steps: + - script: env | sort + displayName: 'Environment / Context' + + - checkout: self + persistCredentials: true + clean: true + displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' + + - task: UsePythonVersion@0 + displayName: 'Use Python 3.8' + inputs: + versionSpec: 3.8 + + - script: | + python -m pip install --upgrade pip + pip install -r test-requirements.txt + pip install -r {{template `project_name_alphanumeric_underscore` .}}/requirements.txt + displayName: 'Install dependencies' + + - script: | + pytest --junitxml=test-unit.xml + displayName: 'Run unit tests with pytest' + + - job: IntegrationTests + displayName: 'Integration Tests' + # Integration tests will only run upon unit tests successfully passing + dependsOn: UnitTests + condition: succeeded() + pool: + vmImage: 'ubuntu-latest' + + steps: + - checkout: self + persistCredentials: true + clean: true + displayName: 'Checkout & Build.Reason: $(Build.Reason) & Build.SourceBranchName: $(Build.SourceBranchName)' + + # Install Databricks CLI + - script: | + curl -fsSL https://raw.githubusercontent.com/databricks/setup-cli/{{template `cli_version` .}}/install.sh | sh + displayName: 'Install Databricks CLI' + + # Extract Databricks version to test installation + - script: | + databricks version + displayName: 'Get Databricks CLI version' + + # Validate bundle to be deployed to the staging workspace + - script: | + databricks bundle validate -t test + workingDirectory: $(workingDirectory) + displayName: Validate bundle for test deployment target in staging workspace + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} + + # Deploy bundle to staging workspace + - script: | + databricks bundle deploy -t test + workingDirectory: $(workingDirectory) + displayName: Deploy bundle to test deployment target in staging workspace + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} + + {{ if (eq .input_include_feature_store `yes`) }} + # Run Feature Engineering Workflow for test deployment target in Staging Workspace + - script: | + databricks bundle run write_feature_table_job -t test + workingDirectory: $(workingDirectory) + displayName: Run Feature Engineering Workflow for test deployment target in Staging Workspace + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} + {{ end }} + + # Run model_training_job defined in bundle in the staging workspace + - script: | + databricks bundle run model_training_job -t test + workingDirectory: $(workingDirectory) + displayName: Run training workflow for test deployment target in staging workspace + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: $(STAGING_AZURE_SP_TENANT_ID) + ARM_CLIENT_ID: $(STAGING_AZURE_SP_APPLICATION_ID) + ARM_CLIENT_SECRET: $(STAGING_AZURE_SP_CLIENT_SECRET) + {{ else -}} + DATABRICKS_TOKEN: $(STAGING_WORKSPACE_TOKEN) + {{- end }} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/README.md.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/README.md.tmpl new file mode 100644 index 00000000000..8c991e8a714 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/README.md.tmpl @@ -0,0 +1,8 @@ +# CI/CD Workflow Definitions +This directory contains CI/CD workflow definitions using [GitHub Actions](https://docs.github.com/en/actions), +under ``workflows``. These workflows cover testing and deployment of both ML code (for model training, batch inference, etc) and +Databricks ML resource definitions. + +To set up CI/CD for a new project, +please refer to [Setting up CI/CD](<../../README.md#Setting up CI/CD>) and following the [MLOps Setup Guide](../../docs/mlops-setup.md) +to make sure your `WORKFLOW_TOKEN` secret has been properly set up with `Workflow` permissions. diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/deploy-cicd.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/deploy-cicd.yml.tmpl new file mode 100644 index 00000000000..4116df217ca --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/deploy-cicd.yml.tmpl @@ -0,0 +1,79 @@ +# This GitHub workflow sets up CI/CD workflows for a previously instantiated MLOps Stacks Project. +name: Deploy CICD for Project Workflow + +on: + workflow_dispatch: + inputs: + project_name: + description: 'Project Name' + required: true + default: {{ .input_project_name }} + +env: + DATABRICKS_HOST: {{template `databricks_staging_workspace_host` .}} + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} + ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} + ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} + {{ else -}} + DATABRICKS_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} + {{- end }} + +jobs: + cicd: + runs-on: ubuntu-latest + steps: + - name: Get current timestamp + id: timestamp + run: | + echo "timestamp=$(date +'%s')" >> "$GITHUB_ENV" + - uses: actions/checkout@v4 + with: + ref: {{`${{ github.event.pull_request.head.sha || github.sha }}`}} + token: {{`${{ secrets.WORKFLOW_TOKEN }}`}} + - uses: databricks/setup-cli@{{template `cli_version` .}} + - name: Convert Project Name to Only Alphanumeric Characters + run: | + PROJECT_NAME_ALPHA=$(echo "{{`${{ github.event.inputs.project_name }}`}}" | tr ' -' '_') + echo "PROJECT_NAME_ALPHA=$PROJECT_NAME_ALPHA" >> "$GITHUB_ENV" + - name: Install jq + run: sudo apt-get install jq + - name: Unzip Bundle and Append Parameters to Input JSON + id: unzip + run: | + tar -xzvf cicd.tar.gz + INPUT_CLOUD_1=$(jq -r '.input_cloud' cicd_params.json) + INPUT_CLOUD_2=$(jq -r '.input_cloud' "$PROJECT_NAME_ALPHA/project_params.json") + if [ "$INPUT_CLOUD_1" != "$INPUT_CLOUD_2" ]; then + printf "Error: CICD cloud '%s' does not match project cloud '%s'\n" "$INPUT_CLOUD_1" "$INPUT_CLOUD_2" + exit 1 + fi + printf '%s' "$(jq '. += {"input_project_name":"{{`${{ github.event.inputs.project_name }}`}}"}' cicd_params.json)" > cicd_params.json + printf '%s' "$(jq -s '.[0] + .[1]' cicd_params.json "$PROJECT_NAME_ALPHA/project_params.json")" > cicd_params.json + - name: Update databricks.yml + id: update + run: | + {{if (eq .input_include_models_in_unity_catalog `yes`)}}echo -e " staging:\n variables:\n catalog_name: {{ .input_staging_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n variables:\n catalog_name: {{ .input_prod_catalog_name }}\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n variables:\n catalog_name: {{ .input_test_catalog_name }}\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml" + {{- else}}echo -e " staging:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}\n\n prod:\n workspace:\n host: {{template `databricks_prod_workspace_host` .}}\n\n test:\n workspace:\n host: {{template `databricks_staging_workspace_host` .}}" >> "$(PROJECT_NAME_ALPHA)\databricks.yml"{{end}} + - name: Initialize Bundle + id: initialize + run: | + databricks bundle init ./cicd --config-file "cicd_params.json" + - name: Commit Changes + id: commit + env: + GITHUB_TOKEN: {{`${{ github.token }}`}} + run: | + git config --global user.name "Deploy CICD Bot" + git config --global user.email "noreply-cicd-bot@databricks.com" + git checkout -b add-cicd-for-{{`${{ github.event.inputs.project_name }}`}}-{{`${{ env.timestamp }}`}} + git add .github "$PROJECT_NAME_ALPHA/databricks.yml" + git commit -m "Add CICD for {{`${{ github.event.inputs.project_name }}`}}" + git push origin add-cicd-for-{{`${{ github.event.inputs.project_name }}`}}-{{`${{ env.timestamp }}`}} + + - name: Create Pull Request + id: pr + env: + GITHUB_TOKEN: {{`${{ github.token }}`}} + run: | + gh pr create --base {{ .input_default_branch }} --head add-cicd-for-{{`${{ github.event.inputs.project_name }}`}}-{{`${{ env.timestamp }}`}} --title "Deploy CICD for {{`${{ github.event.inputs.project_name }}`}}" --body "This PR was generated by the Deploy CICD workflow." --reviewer {{`${{ github.actor }}`}} diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/lint-cicd-workflow-files.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/lint-cicd-workflow-files.yml.tmpl new file mode 100644 index 00000000000..1e6ebd4bdc4 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/lint-cicd-workflow-files.yml.tmpl @@ -0,0 +1,19 @@ +name: Lint CI/CD workflow files +on: + pull_request: + paths: + - '.github/workflows/**' + workflow_dispatch: + +jobs: + lint: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Download actionlint + id: get_actionlint + run: bash <(curl https://raw.githubusercontent.com/rhysd/actionlint/main/scripts/download-actionlint.bash) + shell: bash + - name: Check workflow files + {{`run: ${{ steps.get_actionlint.outputs.executable }} -color`}} + shell: bash diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-prod.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-prod.yml.tmpl new file mode 100644 index 00000000000..92ea44e9563 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-prod.yml.tmpl @@ -0,0 +1,40 @@ +# This GitHub workflow deploys Bundle resources (ML resource config and more) +# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* +# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml with prod deployment target configs, +# when PRs are merged into the release branch +name: Bundle Deployment for {{ .input_project_name }} Prod + +on: + push: + branches: + - '{{ .input_release_branch }}' + workflow_dispatch: + +defaults: + run: + working-directory: ./{{template `project_name_alphanumeric_underscore` .}} + +env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: {{`${{ secrets.PROD_AZURE_SP_TENANT_ID }}`}} + ARM_CLIENT_ID: {{`${{ secrets.PROD_AZURE_SP_APPLICATION_ID }}`}} + ARM_CLIENT_SECRET: {{`${{ secrets.PROD_AZURE_SP_CLIENT_SECRET }}`}} + {{ else -}} + DATABRICKS_TOKEN: {{`${{ secrets.PROD_WORKSPACE_TOKEN }}`}} + {{- end }} + +jobs: + prod: + concurrency: {{ .input_project_name }}-prod-bundle-job + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: databricks/setup-cli@{{template `cli_version` .}} + - name: Validate Bundle For Prod + id: validate + run: | + databricks bundle validate -t prod + - name: Deploy Bundle to Prod + id: deploy + run: | + databricks bundle deploy -t prod diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-staging.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-staging.yml.tmpl new file mode 100644 index 00000000000..87d93314d29 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-cd-staging.yml.tmpl @@ -0,0 +1,40 @@ +# This GitHub workflow deploys Bundle resources (ML resource config and more) +# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* +# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml with staging deployment target configs, +# when PRs are merged into the default branch +name: Bundle Deployment for {{ .input_project_name }} Staging + +on: + push: + branches: + - '{{ .input_default_branch }}' + workflow_dispatch: + +defaults: + run: + working-directory: ./{{template `project_name_alphanumeric_underscore` .}} + +env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} + ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} + ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} + {{ else -}} + DATABRICKS_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} + {{- end }} + +jobs: + staging: + concurrency: {{ .input_project_name }}-staging-bundle-job + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: databricks/setup-cli@{{template `cli_version` .}} + - name: Validate Bundle For Staging + id: validate + run: | + databricks bundle validate -t staging + - name: Deploy Bundle to Staging + id: deploy + run: | + databricks bundle deploy -t staging diff --git a/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-ci.yml.tmpl b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-ci.yml.tmpl new file mode 100644 index 00000000000..cbdef1b00d8 --- /dev/null +++ b/acceptance/bundle/deploy/mlops-stacks/template/template/{{.input_root_dir}}/.github/workflows/{{.input_project_name}}-bundle-ci.yml.tmpl @@ -0,0 +1,116 @@ +# This GitHub workflow validates Bundle config (ML resource config and more) +# defined under {{template `project_name_alphanumeric_underscore` .}}/resources/* +# and {{template `project_name_alphanumeric_underscore` .}}/databricks.yml, when PRs are merged into the main branch +name: Bundle validation for {{ .input_project_name }} + +on: + workflow_dispatch: + pull_request: + paths: + - '{{template `project_name_alphanumeric_underscore` .}}/**' + +defaults: + run: + working-directory: ./{{template `project_name_alphanumeric_underscore` .}}/ + +env: + {{ if (eq .input_cloud `azure`) -}} + STAGING_ARM_TENANT_ID: {{`${{ secrets.STAGING_AZURE_SP_TENANT_ID }}`}} + STAGING_ARM_CLIENT_ID: {{`${{ secrets.STAGING_AZURE_SP_APPLICATION_ID }}`}} + STAGING_ARM_CLIENT_SECRET: {{`${{ secrets.STAGING_AZURE_SP_CLIENT_SECRET }}`}} + PROD_ARM_TENANT_ID: {{`${{ secrets.PROD_AZURE_SP_TENANT_ID }}`}} + PROD_ARM_CLIENT_ID: {{`${{ secrets.PROD_AZURE_SP_APPLICATION_ID }}`}} + PROD_ARM_CLIENT_SECRET: {{`${{ secrets.PROD_AZURE_SP_CLIENT_SECRET }}`}} + {{ else -}} + STAGING_WORKSPACE_TOKEN: {{`${{ secrets.STAGING_WORKSPACE_TOKEN }}`}} + PROD_WORKSPACE_TOKEN: {{`${{ secrets.PROD_WORKSPACE_TOKEN }}`}} + {{- end }} + +jobs: + staging: + concurrency: {{ .input_project_name }}-staging-bundle-job + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: + ref: {{`${{ github.event.pull_request.head.sha || github.sha }}`}} + - uses: databricks/setup-cli@{{template `cli_version` .}} + - name: Validate Bundle For Staging + id: validate + env: + {{ if (eq .input_cloud `azure`) -}} + ARM_TENANT_ID: {{`${{ env.STAGING_ARM_TENANT_ID }}`}} + ARM_CLIENT_ID: {{`${{ env.STAGING_ARM_CLIENT_ID }}`}} + ARM_CLIENT_SECRET: {{`${{ env.STAGING_ARM_CLIENT_SECRET }}`}} + {{ else -}} + DATABRICKS_TOKEN: {{`${{ env.STAGING_WORKSPACE_TOKEN }}`}} + {{- end }} + run: | + databricks bundle validate -t staging > ../validate_output.txt + - name: Create Comment with Bundle Configuration + uses: actions/github-script@v7 + id: comment + with: + github-token: {{`${{ secrets.GITHUB_TOKEN }}`}} + script: | + const fs = require('fs'); + const fileContents = fs.readFileSync('validate_output.txt', 'utf8'); + const output = `#### Bundle Staging Config Validated 🖌 +

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