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Airflow reference orchestrator compiler for ETLantic.

Project description

etlantic-airflow

Airflow reference orchestrator compiler for ETLantic 0.18.

pip install 'etlantic==0.18.0' 'etlantic-airflow==0.18.0'
# or: pip install 'etlantic[airflow]'
# To import generated DAGs into an Airflow process, install apache-airflow
# separately in the Airflow environment (not required for compile).

Wiring

from etlantic import Profile, plan_pipeline, compile_plan

profile = Profile(
    name="airflow-prod",
    orchestrator="airflow",
    schedule={"type": "cron", "expression": "0 2 * * *", "timezone": "UTC"},
    execution={"retries": 2, "timeout_seconds": 3600},
)
plan = plan_pipeline(MyPipeline, profile=profile)
artifact = compile_plan(plan, target="airflow", profile=profile)
artifact.write("dags/my_pipeline.py")

The etlantic.orchestrator_plugins entry point named airflow registers etlantic_airflow:create_plugin. Set orchestrator="airflow" in the profile, validate and plan first, then compile the valid plan with etlantic compile TARGET --target airflow -o dags/.

Capabilities

  • Deterministic Airflow DAG module generation from a secret-free PipelinePlan
  • Schedule, retry, timeout, and dependency mapping
  • Retry-safety fail-closed for unsafe sinks
  • Artifact-ref-only XCom payloads (no large inline data)
  • Lifecycle correlation keys for normalized run reports

Not included: managed Airflow deployments, Dagster compile plugins, or Prefect (shipped separately as an ExecutionScheduler local MVP, not as an Airflow-style compiler).

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