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HRL Lab Interactive Portal Backend

How to launch the backend

First, you need to download data and put it under data/.

Without docker

  1. Install dependencies: pip install -r requirements.txt.
  2. Start server: sanic server.app. Use --dev for hot reloading. The default port is 8000.

With docker

  1. Build image with docker build -t portal-back-end ..
  2. Start the service with docker run -p 8000:8000 portal-back-end.

Features

  1. Grouping by single variable.
  2. Filtering by multiple ranges.

Charts

  • Bar chart
  • Line chart with mean
  • Line chart with count
  • Area chart

TODOs

  1. Update histogram.
  2. Add boxplot.
  3. Add Scatterplot. These graphs cannot be directly transmitted because the data is too large.