Deploying Airflow

Warehouse Init

astronomer

Discovers data warehouse schema metadata and generates a shareable .astro/warehouse.md reference file for fast concept-to-table lookups.

Tracing Upstream Lineage

astronomer

Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data origins.

Tracing Downstream Lineage

astronomer

Traces downstream data lineage to assess what breaks when a table or DAG changes.

Testing Dags

astronomer

Guides iterative testing, debugging and fixing of Airflow DAGs using af CLI commands.

Setting Up Astro Project

astronomer

Initializes and configures Astro/Airflow projects with the Astro CLI, covering dependencies, connections, and variables.

Profiling Tables

astronomer

Profiles a database table with SQL statistics, cardinality, samples and a data quality assessment.

Amazon Location Service

awslabs

Guides integration of Amazon Location Service APIs for maps, geocoding, routing, places search, geofencing and tracking.

Managing Astro Local Env

astronomer

Manage a local Airflow environment with the Astro CLI: start, stop, restart, logs, API queries and troubleshooting.

Managing Astro Deployments

astronomer

Guides use of the Astro CLI to authenticate, manage workspaces, and create, update, delete, and deploy Astronomer production deployments.

Airflow State Store

astronomer

Guides Airflow 3.3 task and asset state stores, crash-safe resumable job submission, and submit-and-poll DAG review.

Airflow

astronomer

Operates and troubleshoots Apache Airflow instances through the af CLI, covering DAGs, runs, tasks, logs, config and health.

Monitor Reliability

amplitude

Produces a proactive product reliability health check from Amplitude error, network, and error-click data.