Jen Evenson
05/29/2024, 5:00 PMMarvin
05/29/2024, 5:00 PMpython
from prefect import task, flow
from prefect.client import get_client
from datetime import timedelta, datetime, timezone
@task
async def check_and_reschedule():
# Placeholder check for existing running flows for a customer
existing_flow_running = True # This should contain the actual logic to check the condition
if existing_flow_running:
async with get_client() as client:
# Schedule a new flow run
current_time = datetime.now(timezone.utc)
scheduled_start_time = current_time + timedelta(minutes=30)
await client.create_flow_run_from_deployment(
deployment_id="your_deployment_id_here",
scheduled_start_time=scheduled_start_time
)
raise Exception("Flow rescheduled due to existing running flow.")
else:
# Proceed with the flow
print("No existing flows. Proceeding with the flow execution.")
@flow
def reschedule_flow():
check_and_reschedule()
# Add other tasks here
if __name__ == "__main__":
reschedule_flow()
### Key Points:
- Prefect Client: The Prefect Client is used to interact with the Prefect API, allowing the creation of new flow runs.
- Timedelta: The timedelta
is used to specify the delay (30 minutes in this example) for the rescheduled flow run.
- Scheduled Start Time: The new flow run is scheduled to start at the specified future time.
For more details, refer to the Prefect Client guide which provides additional examples and options.
Feel free to adjust the implementation as per your specific logic and needs. Also, note that in the real-world scenario, error handling and logging should be incorporated for maintaining robustness.