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An enterprise data team is designing an orchestration architecture for their cross-cloud ETL pipelines. The pipeline requires defining complex task dependencies using Python-based Directed Acyclic Graphs (DAGs) within a fully managed open-source Apache Airflow environment.
Which Google Cloud orchestration service should the team select?
Cloud Composer is a fully managed workflow orchestration service built on the open-source Apache Airflow platform. It provides a managed environment to author, schedule, and monitor complex data pipelines spanning Google Cloud, on-premises systems, and multiple third-party cloud environments.
Cloud Composer is specifically engineered for data-driven batch workflows and complex ETL/ELT orchestration requiring an open-source, DAG-based framework. Unlike lightweight serverless tools or query schedulers, it provides the full feature set of Apache Airflow in a managed Google Cloud architecture.
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