Web Dashboard

The graflag gui command starts a web dashboard for monitoring and managing experiments.

Usage

graflag gui [--host HOST] [--port PORT] [--debug] [--config FILE]

Default: http://0.0.0.0:5000

Features

• Cluster status – connection and Swarm health in the navbar

• Methods and datasets – browse available resources with pagination

• Run experiments – select method, dataset, parameters, and deploy

• Real-time logs – live log streaming via WebSocket

• Evaluation viewer – metrics display and plot gallery with lightbox

• Notifications – browser notifications for experiment status changes

• Dark/light theme

API Endpoints

Method	Endpoint	Description
GET	/api/cluster/info	Cluster status
GET	/api/methods	List methods
GET	/api/datasets	List datasets
GET	/api/experiments	List experiments
GET	/api/experiments/<name>/results	Experiment results
GET	/api/experiments/<name>/evaluation	Evaluation metrics
GET	/api/experiments/<name>/logs	Experiment logs
GET	/api/services	Running services
POST	/api/run	Run experiment
POST	/api/experiments/<name>/evaluate	Evaluate experiment
POST	/api/experiments/<name>/stop	Stop experiment
POST	/api/experiments/<name>/delete	Delete experiment