Core concept
Trigger manually, via Cloud Scheduler (cron), via Workflows, via Eventarc.
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How it works
Max 60 min execution. Longer? Split into multiple jobs or use Cloud Batch.
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Trade-offs + gotchas
Scheduled ETL. Cron jobs. Data pipelines. Migration tasks. One-shot tasks with container.