Hi <@ULVA73B9P> is it possible to manage concurren...
# ask-marvin
g
Hi @Marvin is it possible to manage concurrency between tasks that are running in different deployments inside the same worker pool?
m
thought for 57.6 seconds
You can create a work pool with concurrency limits like this:
Copy code
bash
prefect work-pool create "my-pool" --concurrency-limit 5
3. Creating a Global Concurrency Limit:
Copy code
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?
g
can you give me code examples for case 1?