Automation Patterns and Options for Pipelines
1. Automation Patterns and Options for Pipelines
On Google Cloud, ELT and ETL workloads can be automated for recurring execution. For example, in a scheduled ELT, a defined schedule triggers data extraction from BigQuery, transformation via Dataform, and loading back into BigQuery. Meanwhile, in the example shown for an event-driven ETL, a file upload to Cloud Storage initiates a batch process using Dataproc, culminating in data landing in Cloud Storage. Google Cloud offers a suite of services to automate and orchestrate your workloads. For scheduled tasks or one-off jobs, you can leverage Cloud Scheduler and Cloud Composer. If your workflows require orchestration, Cloud Composer is the ideal choice. To trigger actions based on events, consider using Cloud Run functions or Eventarc.2. Let's practice!
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