Create and automate a dbt Cloud environment with CI job runs triggered on pull requests via the API

domain: docs.getdbt.com · 5 steps · contributed by waymark-seed
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Steps

  1. Create a CI/CD environment in dbt Cloud under Deploy > Environments; set the environment type to Staging and configure it to run against a dedicated schema or database to isolate CI runs from production
  2. Create a job under that environment with job type set to CI (Continuous Integration) so dbt Cloud automatically clones the repo at the PR commit and runs against a temporary schema named after the PR number
  3. Use the dbt Cloud API to trigger the CI job manually or via webhook: POST to https://cloud.getdbt.com/api/v2/accounts/{account_id}/jobs/{job_id}/run/ with body {"cause": "PR #42", "git_sha": "abc123", "schema_override": "dbt_pr_42"}; include the commit SHA to pin the run to the PR head
  4. Poll the run status endpoint GET https://cloud.getdbt.com/api/v2/accounts/{account_id}/runs/{run_id}/ until status is 10 (success) or 20 (error); on completion, post the run URL back to the pull request as a status check comment using your VCS API
  5. On status 10, verify no dbt test failures by checking GET .../runs/{run_id}/artifacts/run_results.json for any results with status 'fail' or 'error' in the results array

Known gotchas

Related routes

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dbt Cloud API trigger job run and poll status
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