MLFlow UI extensibility

[Adam Volný]

Hello everyone,

so I recently chose mlflow as our current solution for logging long-term research results in our company and one significant pain point I encountered is the UI extensibility. I would love to be able to display whatever I want but even a small amount of flexibility/customization would go a long way.

Is this something currently on the roadmap?

If I were to fork mlflow and implement my own UI modules or even whole UI API module for extensibility:

1. would you be interested in a later pull request with such contribution to the project?
2. if I wanted to get a feel for how difficult it would be to make this happen, could you point me to some relevant parts of the codebase which I should see first and start with?

Cheers,

Adam

[Haroune Mohammedi]

Hey, I'm also interested in any kind of UI extensibility.

[Andy Konwinski]

On Sun, Jan 2, 2022 at 10:41 Haroune Mohammedi <mohammed...@gmail.com> wrote:

Hey, I'm also interested in any kind of UI extensibility.

On Wednesday, December 22, 2021 at 11:12:02 AM UTC+1 adam....@gmail.com wrote:

Hello everyone,

so I recently chose mlflow as our current solution for logging long-term research results in our company and one significant pain point I encountered is the UI extensibility. I would love to be able to display whatever I want

Can you be more specific about the new functionality you're looking for, including examples of things you want to display but can't currently?

but even a small amount of flexibility/customization would go a long way.

Is this something currently on the roadmap?

If I were to fork mlflow and implement my own UI modules or even whole UI API module for extensibility:

1. would you be interested in a later pull request with such contribution to the project?
2. if I wanted to get a feel for how difficult it would be to make this happen, could you point me to some relevant parts of the codebase which I should see first and start with?

The https://github.com/mlflow/mlflow/tree/master/mlflow/server/js/src

Cheers,

Adam

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[Andy Konwinski]

On Sun, Jan 2, 2022 at 14:37 Andy Konwinski <andyko...@gmail.com> wrote:

On Sun, Jan 2, 2022 at 10:41 Haroune Mohammedi <mohammed...@gmail.com> wrote:

Hey, I'm also interested in any kind of UI extensibility.

On Wednesday, December 22, 2021 at 11:12:02 AM UTC+1 adam....@gmail.com wrote:

Hello everyone,

so I recently chose mlflow as our current solution for logging long-term research results in our company and one significant pain point I encountered is the UI extensibility. I would love to be able to display whatever I want

Can you be more specific about the new functionality you're looking for, including examples of things you want to display but can't currently?

but even a small amount of flexibility/customization would go a long way.

Is this something currently on the roadmap?

If I were to fork mlflow and implement my own UI modules or even whole UI API module for extensibility:

1. would you be interested in a later pull request with such contribution to the project?
2. if I wanted to get a feel for how difficult it would be to make this happen, could you point me to some relevant parts of the codebase which I should see first and start with?

The https://github.com/mlflow/mlflow/tree/master/mlflow/server/js/src

Sorry sent early. That's the source of the server/UI. It's  built using flask + react. The Readme is at 

https://github.com/mlflow/mlflow/tree/master/mlflow/server/js#readme though most of the readme is still from the create-react-app readme template, I.e., not MLflow specific.