Skip to content

ClearML - Web Application - Auto-Magical Suite of tools to streamline your ML workflow. Experiment Manager, ML-Ops and Data-Management

License

Notifications You must be signed in to change notification settings

allegroai/clearml-web

Repository files navigation

ClearML Webapp

Building the UI from source

Prerequisite

  • Node 18 with latest npm
  • use git to clone the project to your local machine

Build

  • cd clearml-web to the root of the project
  • run npm ci to install required node modules
  • run npm run build

Development

During development, the development server will need to proxy an API server. to achieve that:

  • in proxy.config.mjs update the list of targets in line 3 with a working API server URI.
  • Angular is already configured to use this proxy configuration
  • If more than 1 API server is configured apiBaseUrl should be updated with the server enumeration in environment.ts

Start the development server: npm run start

Business Logic module

Contains ClearML logic. api calls and ClearML objects (e.g tasks, models) and ClearML logic function (e.g isTaskHidden)

Core module

Contains only logic. no declarations. no dependency with any other module beside ngrx.

  • services - utilities classes. file name: <name>.service.ts

Feature Modules

Application feature modules. each module can contain declarations and providers specific to the the feature
Depend only on shared module for ui components

Each feature should contain the following:
  • module - the feature module: <featureName>.module.ts.
  • component - the feature main component js file, should contain the feature's containers components only: <featureName>.component.ts.
  • component html - the feature component html: <featureName>.component.html.
  • component style - the feature component style: <featureName>.component.scss.
  • utils - the feature utils, a page with list of pure functions for utils purposes: <featureName>.utils.ts.
  • constants - the feature constants values: <featureName>.const.ts.
  • model - the feature types, interfaces and objects declarations: <featureName>.model.ts.
  • actions - redux action classes - file name: <name>.actions.ts
  • effects - ngrx effects classes. manage data flow and side effects - file name: <name>.effect.ts
  • reducers - simple functions for state composition. file name: <name>.reducer.ts
  • services - utilities classes with the same responsibility under services folder : <name>.service.ts.
  • container components - components that will include dumb components and will pass data from the state to the dumb components and dispatch actions of the dumb components, the container components will be under containers folder.
  • dumb components - stateless view components that will communicate through inputs and outputs, the dumb components will be under dumb folder.

Shared Module

Application shared UI components, directives and pipes. contain only declarations. All the components should be reusable.

About

ClearML - Web Application - Auto-Magical Suite of tools to streamline your ML workflow. Experiment Manager, ML-Ops and Data-Management

Resources

License

Stars

Watchers

Forks

Packages

No packages published