Lester
07/19/2024, 7:43 PMMarvin
07/19/2024, 7:43 PMsh
pip install docker
2. Add cleanup tasks to your flow:
In your Prefect flow, you can add tasks to list and remove Docker containers that match certain criteria.
python
from prefect import task, Flow
import docker
@task
def remove_docker_containers():
client = docker.from_env()
containers = client.containers.list(filters={"ancestor": "your-docker-image"})
for container in containers:
container.stop()
container.remove()
@task
def your_flow_task():
# Your flow logic here
pass
with Flow("Docker Cleanup Flow") as flow:
result = your_flow_task()
cleanup = remove_docker_containers(upstream_tasks=[result])
flow.run()
This script will stop and remove all containers that were created from the specified Docker image once the flow's main task completes. Adjust the filter criteria as needed to match your use case.
For more information on Prefect flows and tasks, please see Prefect Documentation.
For more details on Docker SDK for Python, refer to Docker SDK Documentation.
By managing Docker containers in this way, you can ensure that resources are cleaned up appropriately after each flow run.