Marco Ruta
12/10/2024, 8:47 AMMarvin
12/10/2024, 8:48 AMasync
capabilities or Prefect's concurrency support to trigger subflows without awaiting their completion immediately.
2. Custom Task Runner: Prefect allows the customization of task runners which could allow more control over how tasks are executed, especially around concurrency and task scheduling.
Here's a brief example to give you an idea of how it might look:
python
from prefect import flow, task
import asyncio
@task
async def do_something(i):
# Replace with your actual task logic
print(f"Task {i} started")
await asyncio.sleep(1)
print(f"Task {i} completed")
@flow
async def subflow():
# This is the subflow called from the parent flow
for i in range(5):
await do_something(i)
@flow
def parent_flow():
asyncio.run(subflow()) # Call the subflow without blocking
if __name__ == "__main__":
parent_flow()
Key Takeaway: You must manage the concurrency aspect within your Python code using techniques like asyncio or Prefect's own concurrency model.
For more detailed information, you can check out the Prefect 2.x documentation on composing flows.
Life as a parent flow can sometimes feel like herding cats—just don't tell the subflows!