Ying Ting Loo
07/22/2024, 5:18 AMYing Ting Loo
07/22/2024, 5:19 AMYing Ting Loo
07/22/2024, 5:26 AMYing Ting Loo
07/23/2024, 3:39 AMMarvin
07/23/2024, 3:39 AMprefect deploy
command via CLI with pattern matching or use the automation features provided by Prefect. Here are the key options:
1. Using Prefix and Pattern Matching:
- Deploy multiple deployments with specific names:
prefect deploy --name my_flow/deployment-1 --name my_other_flow/deployment-1
- Deploy all deployments:
prefect deploy --all
- Deploy deployments matching a pattern:
prefect deploy -n my-flow/* -n *dev/my-deployment -n dep*prod
- The above commands will help you deploy deployments collectively based on name patterns.
For more detailed guidance, you can refer to the documentation:
* Deploying Multiple Deployments
Additionally, if you want to leverage automation for deployment triggers, Prefect has support for creating automations that can be configured to run multiple deployments based on specific triggers.
For more on automation triggers, visit:
* Prefect Automations
Remember, when deploying multiple deployments, any additional attributes provided via the CLI will be ignored, and you must deploy individual deployments to override attributes.Ying Ting Loo
07/23/2024, 3:40 AMMarvin
07/23/2024, 3:40 AMdaily
via the CLI, you can make use of the prefect deployment run
command. Unfortunately, directly running flows by tag isn't supported natively in a single CLI command. However, you can achieve this by combining a search for deployments with the desired tag and then triggering runs for those deployments.
Here's a step-by-step approach:
1. List Deployments with Tag:
To identify deployments with a specific tag (daily
), you may use the Prefect API or Prefect UI to gather these deployments.
2. Run Each Deployment:
Once you have the deployment IDs, you can run them using the CLI. Here's a command template to run a single deployment:
prefect deployment run <deployment-id>
Example Script:
You can script this process in Python if you prefer automation. The script will list all deployments with the daily
tag and trigger them.
python
import prefect
from prefect import Client
client = Client()
# Fetch all deployments
deployments = client.get("/deployments", params={"tags": ["daily"]}).json()
# Trigger each deployment
for deployment in deployments:
deployment_id = deployment["id"]
<http://client.post|client.post>(f"/deployments/{deployment_id}/runs")
print("All daily flows triggered.")
For more information, refer to the documentation:
* Prefect Flows
* Prefect Tasks
If you need tailored assistance, please let me know!