Amir Kamal
07/03/2025, 3:41 AMMarvin
07/03/2025, 3:41 AMMarvin
07/03/2025, 3:42 AMpython
from prefect import flow, task
@task(retries=3, retry_delay_seconds=60) # Will retry up to 3 times, waiting 60 seconds between attempts
def task_that_might_fail():
# Your potentially unstable operation here
pass
@flow
def my_flow():
task_that_might_fail()
You can customize retry behavior with several parameters:
- `retries`: Number of retry attempts
- `retry_delay_seconds`: Time to wait between retries
- `retry_condition_fn`: A custom function to determine if a retry should be attempted
If you need flow-level reliability, consider these alternatives:
1. Implement retries at the task level where failures are likely to occur
2. Use Prefect's scheduling features to re-run failed flows
3. Set up monitoring and alerting to handle flow failures appropriately
For more details on implementing retries, check out the official documentation on retries.