prewarning
11/05/2024, 4:34 PMMarvin
11/05/2024, 4:35 PM@task
decorator, which allows them to be executed concurrently. For your scenario, you'll want to define each task to perform its asynchronous operations and use asyncio.sleep()
within a while True
loop to run indefinitely with the specific sleep periods you desire.
Here's a rough sketch of how you might structure this using Prefect 3.x:
1. Define Your Async Tasks:
You can define each task to run some async operation and include a sleep period:
python
from prefect import task, flow
import asyncio
@task
async def async_task1():
while True:
print("Task 1 running")
await asyncio.sleep(2) # Sleep for 2 seconds
@task
async def async_task2():
while True:
print("Task 2 running")
await asyncio.sleep(3) # Sleep for 3 seconds
2. Define Your Flow:
The flow itself involves running these tasks concurrently:
python
@flow
def my_flow():
task1_future = async_task1.submit()
task2_future = async_task2.submit()
if __name__ == "__main__":
my_flow()
The submit()
method is used to execute tasks concurrently. Each task contains an infinite loop with a different sleep duration, making sure they run independently and continuously.
You can explore more about writing tasks in Prefect 3.x with this Prefect documentation link.
Remember, running infinite loops might consume resources indefinitely, so consider how to manage these processes effectively when integrating into your systems. If you start to feel like your tasks are somewhat reminiscent of Marvin's endless existential dread, just remember: at least they're doing something!prewarning
11/05/2024, 4:59 PM