10_integrate_dbt_changes.yml

name: 🔄 dbt Validations & Governance Checks"

on:  # yamllint disable-line rule:truthy
  pull_request:
    paths:
      - transform/*
      - transform/**/*

  # Allows you to run this workflow manually from the Actions tab
  workflow_dispatch:

# This cancels a run if another change is pushed to the same branch
concurrency:
  group: transform-${{ github.ref }}
  cancel-in-progress: true

jobs:
  dbt:
    name: Pull Request dbt Tests
    runs-on: ubuntu-latest

    # Set environment variables in
    # https://github.com//<your org>/<your repo>/settings/variables/actions
    #
    # Alternatively, You can define multiple ENV for different workflows.
    # https://github.com/<org>/<repo>/settings/environments
    # environment: PR_ENV

    # most people should use this one
    container: datacoves/ci-basic-dbt-snowflake:3.3

    defaults:
      run:
        working-directory: /__w/${{ github.event.repository.name }}/${{ github.event.repository.name }}/transform

    env:
      DBT_PROFILES_DIR: /__w/${{ github.event.repository.name }}/${{ github.event.repository.name }}/automate/dbt
      DATACOVES__DBT_HOME: /__w/${{ github.event.repository.name }}/${{ github.event.repository.name }}/transform
      DATACOVES__YAML_DAGS_FOLDER: /__w/${{ github.event.repository.name }}/${{ github.event.repository.name }}/schedule

      DATACOVES__MAIN__ACCOUNT:   ${{ vars.DATACOVES__MAIN__ACCOUNT }}

      DATACOVES__MAIN__DATABASE:  ${{ vars.DATACOVES__MAIN__DATABASE }}_PR_${{ github.event.number }}
      DATACOVES__MAIN__SCHEMA:    ${{ vars.DATACOVES__MAIN__SCHEMA }}

      DATACOVES__MAIN__ROLE:      ${{ vars.DATACOVES__MAIN__ROLE }}
      DATACOVES__MAIN__WAREHOUSE: ${{ vars.DATACOVES__MAIN__WAREHOUSE }}

      DATACOVES__MAIN__USER:      ${{ vars.DATACOVES__MAIN__USER }}
      DATACOVES__MAIN__PASSWORD:  ${{ secrets.DATACOVES__MAIN__PASSWORD }}

      # This is used by datacoves to drop the test database if permissions
      # cannot be applied when using the Datacoves permifrost security model.
      DATACOVES__DROP_DB_ON_FAIL:  ${{ vars.DATACOVES__DROP_DB_ON_FAIL }}

    steps:
      - name: Checkout branch
        uses: actions/checkout@v3.5.0
        with:
          fetch-depth: 0
          ref: ${{ github.event.pull_request.head.sha }}

      - name: Set Secure Directory
        run: git config --global --add safe.directory /__w/${{ github.event.repository.name }}/${{ github.event.repository.name }}

      - name: List of files changed
        run: "git diff origin/${{ github.event.pull_request.base.ref }} HEAD --name-status"

      - name: Install dbt packages
        run: "dbt deps"

      - name: Create PR database
        run: "dbt --no-write-json run-operation create_database"

      - name: Get prod manifest
        id: prod_manifest
        run: "../automate/dbt/get_artifacts.sh"

      ##### Governance Checks
      # this first runs dbt but creates enpty tables, this is enough to then run the hooks and fail fast

      # We need to run observe model so that post hook works
      - name: Run Observe Model
        run: "dbt build --fail-fast -s L1_inlets.observe"

      # There is an issue with --empty and dynamic tables so need to exclude them
      - name: Governance run of dynamic tables
        run: "dbt build --fail-fast -s config.materialized:dynamic_table -s test_failures --defer --state logs"

      # There is an issue with --empty and dynamic tables so need to exclude them
      - name: Governance run of dbt with EMPTY models using slim mode
        if: ${{ steps.prod_manifest.outputs.manifest_found == 'true' && contains(github.event.pull_request.labels.*.name, 'full-refresh') != true }}
        run: "dbt build --fail-fast --defer --state logs --select state:modified+ --empty --exclude config.materialized:dynamic_table"

      # There is an issue with --empty and dynamic tables so need to exclude
      - name: Governance run of dbt with EMPTY models using full run
        if: ${{ steps.prod_manifest.outputs.manifest_found == 'false' || contains(github.event.pull_request.labels.*.name, 'full-refresh') }}
        run: "dbt build --fail-fast --empty --exclude config.materialized:dynamic_table"

      - name: Generate Docs Combining Prod and branch catalog.json
        run: "dbt-coves generate docs --merge-deferred --state logs"

      - name: Run governance checks
        run: "pre-commit run --from-ref origin/${{ github.event.pull_request.base.ref }} --to-ref HEAD"

      ##### Real dbt run given that we passed governance checks
      - name: Run dbt build slim mode
        if: ${{ steps.prod_manifest.outputs.manifest_found == 'true' && contains(github.event.pull_request.labels.*.name, 'full-refresh') != true }}
        run: "dbt build --fail-fast --defer --state logs --select state:modified+"

      - name: Run dbt build full run
        if: ${{ steps.prod_manifest.outputs.manifest_found == 'false' || contains(github.event.pull_request.labels.*.name, 'full-refresh') }}
        run: "dbt build --fail-fast"

      - name: Grant access to PR database
        id: grant-access-to-database
        run: "dbt --no-write-json run-operation grant_access_to_pr_database"

      # We drop the database when there is a failure to grant access to the db because
      # most likely the schema was not set properly in dbt_project.yml so models built to default schema
      - name: Drop PR database on Failure to grant security access
        if: always() && (env.DATACOVES__DROP_DB_ON_FAIL == 'true') && (steps.grant-access-to-database.outcome == 'failure')
        run: "dbt --no-write-json run-operation drop_recreate_db --args '{db_name: ${{env.DATACOVES__MAIN__DATABASE}}, recreate: False}'"  # yamllint disable-line rule:line-length