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

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ClearML Webapp

Building the UI from source

Prerequisite

  • a linux machine
  • Node 16 with latest npm
  • clone the project to your local machine

build

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

Application Structure

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.

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

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