Transfer PostgresSQL to BigQuery #77
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| --- | |
| name: Transfer PostgresSQL to BigQuery | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| heroku_app: | |
| description: 'Heroku app [pola-app/pola-staging]' | |
| required: true | |
| default: 'pola-staging' | |
| pull_request: | |
| branches: | |
| - master | |
| paths: | |
| - 'pola-bi/**' | |
| - '.github/workflows/bi-transfer_pola_backend_to_bq.yml' | |
| schedule: | |
| # * is a special character in YAML so you have to quote this string | |
| # This workflow will be run at 5:12 on the first day of every month. | |
| - cron: '12 5 1 * *' | |
| permissions: | |
| id-token: write # This is required for requesting the JWT | |
| contents: read # This is required for actions/checkout | |
| env: | |
| GITHUB_REPOSITORY: ${{ github.repository }} | |
| GITHUB_ORGANIZATION: ${{ github.repository_owner }} | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| GCP_PROJECT_ID: pola-bi-looker | |
| GCP_PROJECT_NUMBER: 354540873199 | |
| GCP_REGION: europe-west3 | |
| GCP_BUCKET_NAME: pola-app_pola-backend_postgres_csv-files | |
| GCP_IDENTITY_POOL: github | |
| GCP_IDENTITY_PROVIDER: pola-backend-repo | |
| jobs: | |
| deploy-bi: | |
| name: "Transfer PostgresSQL to BQ" | |
| runs-on: ubuntu-latest | |
| env: | |
| HEROKU_API_KEY: ${{ secrets.HEROKU_API_KEY }} | |
| steps: | |
| - name: Set dynamic job variable | |
| shell: python | |
| run: | | |
| import os | |
| from pathlib import Path | |
| event_name = os.environ["GITHUB_EVENT_NAME"] | |
| github_env_file_path = Path(os.environ["GITHUB_ENV"]) | |
| if event_name == "schedule": | |
| heroku_app = "pola-staging" | |
| elif event_name == "workflow_dispatch": | |
| heroku_app = os.environ["INPUT_HEROKU_APP"] | |
| elif event_name == "pull_request": | |
| heroku_app = "pola-staging" | |
| else: | |
| raise Exception(f"Unknown event: {event_name}") | |
| if heroku_app == "pola-app": | |
| env_name = "prod" | |
| elif heroku_app == "pola-staging": | |
| env_name = "staging" | |
| else: | |
| raise Exception(f"Unknown app: {heroku_app}") | |
| with github_env_file_path.open("a") as file: | |
| file.write(f"ENV_NAME={env_name}\n") | |
| file.write(f"HEROKU_APP={heroku_app}\n") | |
| file.write(f"GCP_BIGQUERY_DATASET=pola_backend__{env_name}\n") | |
| env: | |
| INPUT_HEROKU_APP: ${{ github.event.inputs.heroku_app }} | |
| GITHUB_EVENT_NAME: ${{ github.event_name }} | |
| - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )" | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 2 | |
| # Use Open ID Connect to authenticate to GCP | |
| # For details, see: | |
| # https://cloud.google.com/blog/products/identity-security/enabling-keyless-authentication-from-github-actions | |
| - id: 'auth' | |
| name: 'Authenticate to GCP' | |
| uses: 'google-github-actions/auth@v2' | |
| with: | |
| project_id: '${{ env.GCP_PROJECT_ID }}' | |
| # yamllint disable-line rule:line-length | |
| workload_identity_provider: 'projects/${{ env.GCP_PROJECT_NUMBER }}/locations/global/workloadIdentityPools/${{ env.GCP_IDENTITY_POOL }}/providers/${{ env.GCP_IDENTITY_PROVIDER }}' | |
| export_environment_variables: true | |
| create_credentials_file: true | |
| - name: 'Set up Cloud SDK' | |
| uses: 'google-github-actions/setup-gcloud@v2' | |
| - name: Install Heroku CLI | |
| run: | | |
| curl https://cli-assets.heroku.com/install.sh | sh | |
| env: | |
| HEROKU_API_KEY: ${{ secrets.HEROKU_API_KEY }} | |
| - name: Retrieve PostgreSQL credentials | |
| run: | | |
| DATABASE_URL=$(heroku config:get DATABASE_URL --app "${HEROKU_APP}") | |
| echo "::add-mask::$DATABASE_URL" | |
| echo "DATABASE_URL=$DATABASE_URL" >> $GITHUB_ENV | |
| - name: "Setup Python" | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.9' | |
| - name: "Install dependencies" | |
| run: pip install google-cloud-bigquery google-cloud-storage psycopg2-binary | |
| - name: Run transfer script | |
| env: | |
| TABLE_NAMES: | | |
| ai_pics_aiattachment, | |
| ai_pics_aipics, | |
| bi_companies_by_query_group, | |
| bi_companies_with_count_group, | |
| bi_new_product_by_hour, | |
| bi_popular_not_verified_products, | |
| bi_product_by_time, | |
| bi_queries_by_time, | |
| bi_queries_stats_intervals, | |
| bi_stats_queries_uq_users_by_week, | |
| company_brand, | |
| company_company, | |
| gpc_brick, | |
| gpc_class, | |
| gpc_family, | |
| gpc_segment, | |
| pola_query, | |
| pola_searchquery, | |
| pola_stats, | |
| product_product, | |
| report_attachment, | |
| report_report, | |
| users_user | |
| run: | | |
| python ./pola-bi/postgres_to_bigquery.py --verbose all \ | |
| --database-url "${DATABASE_URL}" \ | |
| --table-names "${TABLE_NAMES}" \ | |
| --staging-url "gs://${GCP_BUCKET_NAME}/" \ | |
| --dataset-id "${GCP_BIGQUERY_DATASET}" \ |