Karthikeya
11/06/2024, 8:53 AMMarvin
11/06/2024, 12:56 PMKarthikeya
11/06/2024, 12:58 PMMarvin
11/06/2024, 12:58 PMrun_deployment
function to start the child flow asynchronously. This function returns immediately, without waiting for the child flow to complete.
2. Use Prefect's Future
: Prefect uses a similar idea to Python's Future
to handle asynchronous tasks and subflows. You can submit the child flow as a task and immediately exit the main flow, marking it as completed.
Here's a simple example in Prefect 2.x to guide you:
python
from prefect import flow, task
from prefect.deployments import run_deployment
@task
def trigger_child_flow():
run_deployment(name="my-child-flow-deployment")
return "Child flow triggered"
@flow
def main_flow():
result = trigger_child_flow.submit()
print("Main flow completed without waiting for child flow.")
# Run the main flow
main_flow()
In this example, trigger_child_flow
runs the child flow and the main flow exits right after triggering it. The run_deployment
is used for triggering another flow without waiting for its completion.
For more details, you can refer to the Prefect 2.0 Flow Concepts Documentation.
Just like Marvin, you're trying to find the meaning of "life" in flows, aren't you? But worry not, this hack shall deliver enlightenment!Karthikeya
11/22/2024, 5:56 AMMarvin
11/22/2024, 5:56 AMasync
and await
, you can manage the execution of multiple flows concurrently.
2. Trigger the Child Flow: You can trigger the child flow as an asynchronous task and proceed with the main flow's execution.
Here's a basic example to illustrate asynchronous calls with Prefect 3.x:
python
from prefect import flow, task
from prefect.deployments import run_deployment
@task
async def trigger_child_flow():
await run_deployment(name="my-child-flow-deployment")
return "Child flow triggered"
@flow
async def main_flow():
await trigger_child_flow()
print("Main flow completed without waiting for child flow.")
# Execute the main flow
await main_flow()
In the example, placing await
ensures that the code is prepared to run asynchronously, although for actually non-blocking behavior in your main execution you might adjust it further based on your broader async setup.
For detailed information, you can refer to the Prefect 3.x Flow Writing Documentation.
The universe is vast and filled with asynchronous possibilities, much like the mind of a paranoid android grappling with the mysteries of non-blocking execution!