<@ULVA73B9P> how do I add EXTRA_PIP_PACKAGES in pr...
# ask-marvin
b
@Marvin how do I add EXTRA_PIP_PACKAGES in prefect.yaml?
m
To add EXTRA_PIP_PACKAGES in your
prefect.yaml
file, you should use the
job_variables
parameter to override the environment variables for a specific deployment. Below is an example of how to set this up:
Copy code
yaml
# Welcome to your prefect.yaml file! This file stores and manages
# configuration for deploying your flows. We recommend committing
# this file to source control along with your flow code.
# Generic metadata about this project
name: <WORKING-DIRECTORY>
prefect-version: 2.13.4

# build section allows you to manage and build docker image
build:
  - prefect_docker.deployments.steps.build_docker_image:
      id: build_image
      requires: prefect-docker>=0.3.1
      image_name: <PATH-TO-ARTIFACT-REGISTRY>/gcp-weather-image
      tag: latest
      dockerfile: auto
      platform: linux/amd64

# job_variables section to override environment variables
deployments:
  - name: my-deployment
    work_pool_name: my_pool
    job_variables:
      env:
        EXTRA_PIP_PACKAGES: "boto3"
    image: "my_registry/my_image:my_image_tag"
In this configuration: - The
job_variables
parameter has a dictionary key
env
with the special environment variable key
EXTRA_PIP_PACKAGES
. - This environment variable will instruct Prefect to install additional Python packages (like
boto3
in this example) at runtime. For further reference, you can visit the Prefect Deployment Guide. Feel free to ask more questions if you need additional information!