<@ULVA73B9P>, is there a way to do worker depetiop...
# ask-marvin
a
@Marvin, is there a way to do worker depetiopn it thorugh yaml deployment?
m
thought for 5.6 seconds
I apologize, but your question seems to be missing some context about what you're trying to do through YAML deployment. Could you please: 1. Explain what specific functionality or configuration you're trying to achieve with YAML 2. Let me know which version of Prefect you're using (2.x or 3.x) This will help me provide a more accurate and helpful response about the YAML deployment options available to you. In general, Prefect does support YAML-based deployment configurations, but the exact approach differs between versions and depends on what you're trying to accomplish. Once you provide more details, I can give you specific guidance and examples.
thought for 58.5 seconds
Yes, you can configure workers through YAML! Here's how to do it in Prefect 3.x: 1. Create a
prefect.yaml
file in your project directory. Here's a basic example:
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yaml
deployments:
  - name: my-deployment
    version: null
    tags: []
    description: null
    schedule: null
    flow_name: my_flow
    entrypoint: path/to/flow.py:my_flow
    work_pool:
      name: my-work-pool
      work_queue_name: default
      job_variables: {}

work_pools:
  - name: my-work-pool
    type: process
    base_job_template: {}
2. For more complex worker types (like Kubernetes or Docker), you'll need to specify additional configuration in the
work_pools
section. For example, for a Docker work pool:
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yaml
work_pools:
  - name: docker-pool
    type: docker
    base_job_template:
      image: your-image:tag
      volumes:
        - /host/path:/container/path
3. To deploy using this YAML configuration:
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bash
prefect deploy
4. To start a worker that uses this configuration:
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bash
prefect worker start -p "my-work-pool"
Important notes: - The exact YAML configuration will depend on your worker type (process, docker, kubernetes, etc.) - Make sure you have the appropriate infrastructure packages installed (e.g.,
prefect-docker
for Docker workers) - The work pool configuration in the YAML file must match an existing work pool or you'll need to create it first - You can use YAML aliases (&) and references (*) to reuse configuration blocks Would you like me to provide a more specific example for a particular worker type (Docker, Kubernetes, etc.) or explain any part of this in more detail?