Georg Raiser
07/21/2025, 11:11 AMMarvin
07/21/2025, 11:11 AMMarvin
07/21/2025, 11:12 AMbash
prefect work-pool create "my-pool" --concurrency-limit 5
3. Creating a Global Concurrency Limit:
bash
prefect gcl create my-resource-limit --limit 3
Best Practices:
1. Use GCLs for resource-specific limits (like database connections or API calls)
2. Use work pool concurrency for infrastructure-level limits
3. Monitor your concurrency limits through the Prefect UI or API
4. Consider using async context managers for fine-grained control within tasks
The concurrency controls will be enforced across all deployments in the same worker pool, ensuring your resources are protected regardless of which deployment is running the tasks.
Would you like me to elaborate on any specific aspect of concurrency management or provide more detailed examples for your use case?Georg Raiser
07/21/2025, 12:32 PM