Robert Phamle
06/27/2024, 5:33 AMCould not find a package for worker type 'vertex_ai'
. The image with my worker is built with pip install prefect==2.19.6 prefect-gcp[aiplatform]
Marvin
06/27/2024, 5:33 AMvertex_ai
worker type with your current setup. Here are the steps you should take to resolve it:
1. Ensure Proper Package Installation:
Make sure that you have the prefect-gcp
package installed with the necessary dependencies. Since you've already installed it with the command:
sh
pip install prefect==2.19.6 prefect-gcp[aiplatform]
this should have installed prefect-gcp
and its dependencies including support for Vertex AI.
2. Verify Your Worker Configuration:
Ensure that your work pool and worker are configured correctly. According to the Prefect documentation for Vertex AI Worker:
sh
prefect work-pool create 'my-vertex-pool' --type vertex-ai
prefect worker start --pool 'my-vertex-pool'
3. Check Documentation for Configuration and Troubleshooting:
Refer to the documentation for more details on configuring work pools and workers, and for troubleshooting common issues:
Vertex AI Worker Configuration
If you follow these steps and still encounter issues, please review the detailed configuration and logs to identify any specific problem areas. This approach might involve rechecking your environment configuration, Python environment, and the compatibility of installed packages.
Do let me know if you need further assistance.