Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add custom mlf-core project command to 1. command to show all available CLI options for a given project 2. replace mlflow run #207

Open
Zethson opened this issue Jan 22, 2021 · 0 comments
Assignees
Labels
enhancement New feature or request
Milestone

Comments

@Zethson
Copy link
Member

Zethson commented Jan 22, 2021

mlf-core projects parameters -> shows all possible parameters of a given project nicely formatted.
The parameters are in the MLproject file.

mlf-core projects run -> calls mlflow run, but adds option -A t if docker + allows to directly run Github projects without https://github.com prefix

This is a little bit trickier to implement.

I will just ramble a little bit for now:

  1. MLflow by default expects git related URLs to be explicit -> mlflow run https://github.com/name/repository -> I would like to be able to run mlf-core run name/repository
  2. It would be awesome to have a switch like Nextflow's with-conda or with-docker. Currently users always have to edit the MLproject file themselves to edit in and edit out what they want and don't want. That's annoying. They don't seem to prioritize that over at MLflow.
  3. The -A flags should only be supplied if run with Docker
  4. We should make sure that any additional -A and -P supplied parameters are nicely appended to the run command.
@Zethson Zethson added the enhancement New feature or request label Jan 22, 2021
@Zethson Zethson changed the title Add a command to show all available CLI options for a given project Add custom mlf-core project command to 1. command to show all available CLI options for a given project 2. replace mlflow run Jan 28, 2021
@Zethson Zethson assigned edmundmiller and unassigned Zethson and Imipenem Feb 2, 2021
@Zethson Zethson added this to the 1.10.0 milestone Feb 12, 2021
@Zethson Zethson modified the milestones: 1.10.0, 1.11.0 Mar 8, 2021
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

3 participants