Skip to content

Conversation

@xiaoyachong
Copy link

@xiaoyachong xiaoyachong commented Mar 12, 2025

Add MLflow Integration Features:

  • Integrated MLflow services and included relevant variables in io_parameters.
  • Added a script (scripts/save_mlflow_algorithm.py) to read from .json and register the algorithms with MLflow.
  • Updated the app to load algorithm details directly from MLflow instead of default_models.json.
  • Remove env details in job_params.
  • Companion PRs: LSE #43 and Prefect Worker #26.

@xiaoyachong xiaoyachong requested a review from taxe10 March 12, 2025 23:47

When setting `MLFLOW_TRACKING_URI` in the `.env` file:

- If you run the [MLFlow server](https://github.com/xiaoyachong/mlex_mlflow) locally, you can set it to:
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

We should add mlflow to docker-compose.yml in this repo to avoid cloning an extra repo

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants