GoogleCloudPlatform/composer-utilities

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# Composer Utilities [![Open in Cloud Shell](https://gstatic.com/cloudssh/images/open-btn.svg)](https://shell.cloud.google.com/cloudshell/editor?cloudshell_git_repo=https%3A%2F%2Fgithub.com%2FGoogleCloudPlatform%2Fcomposer-utilities.git&cloudshell_workspace=control_panel%2F) This repo contains experimental utilities to help users of [Cloud Composer](https://cloud.google.com/composer). For samples, please see [Python Docs Samples](https://github.com/GoogleCloudPlatform/python-docs-samples/tree/main/composer) which contains code samples found in [Composer documentation](cloud.google.com/composer) These tools are NOT under any kind of SLO or SLA and have limited support. ## [Environment Diff Tool](./environment_diff) Takes in two Managed Airflow environments and compares their attributes ## [Managed Airflow (Gen1 to Gen2) Migration Tool](./migration/gen1_to_gen2) Takes in a Managed Airflow environment and analyzes the DAGs for compatibility with Composer 2 ## [Managed Airflow DAGs Parsing Profiler Tool](./dag_parsing_profiler) Profiles DAG parsing for a Managed Airflow environment. This tool helps you optimize parsing latency, including top-level code detection ## [Managed Airflow Control Panel](./control_panel) An administration dashboard to manage DAGs (pause, unpause, trigger, and bulk operations), view import errors, and edit DAG code in-browser across multiple Composer environments, projects, and regions from a single workspace. ## [Managed Airflow Cluster Policy Manager](./composer_cluster_policy) Provides production-grade Airflow Cluster Policies for Cloud Composer to enforce resource governance, clamp excessive KubernetesPodOperator requests, and enforce task and DAG metadata standards. ## [Cloud Composer CI/CD Pipeline](./cicd) A template and sample configuration for establishing a CI/CD pipeline for Cloud Composer. It features: * **Linting & Formatting**: Checks using Ruff. * **Automated Testing**: Runs unit and integration tests against local Airflow instances inside a Composer-matching environment. * **Deployment**: Automatically syncs DAGs, data files, and dependencies (`requirements.txt`) to Cloud Composer environments upon successful validation. * **Agentic Remediation**: An optional setup using Antigravity CLI to automatically analyze, fix, and propose PRs for DAG failures or optimizations.

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airflow-best-practices

مطوّرو البرمجيات

Optimizes Airflow DAG code following established operational, performance, and maintainability best practices.

لغة النص الأصلي: الإنجليزية

2026-09-01

local-airflow-unit-tests

محللو ضمان جودة البرمجيات والمختبرون

Summarizes how to use docker to run a tagged Composer image for local testing.

لغة النص الأصلي: الإنجليزية

2026-09-01

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