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Risk Visualization for Failure Prediction

This application monitors the level of risk of failure of a network based on the settings and usage of its components. Currently is not integrated to live streaming data and it emulates this behavior via a Flask Server. The app is based mainly on Streamlit framework.

To run the application it is necessary to run the streamlit app on a docker container and the flask serve locally, simultaneously. To run the server.py file:

  • Create python 3.12 virtual environment
  • Install dependecies listed on requirements.txt
  • Run the python server.py command

To run the front.py file:

  • Build the container with docker-compose up --build

failure-predictor-demo

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