This project is created to visualize the system statistics such as memory usage, CPU usage, memory accessible by process and much more using Kibana Dashboard with Elasticsearch.

Related tags

Data Visualization python elasticsearch kibana
Overview

System Stats Visualizer

  • This project is created to visualize the system statistics such as memory usage, CPU usage, memory accessible by process and much more using Elasticsearch with Kibana.

    • Installation

  • Requirements: Python, Elasticsearch, Kibana

    • Create a Virtual Environment:

    pip install pyenv
    pyenv install 3.9.7
    pyenv virtualenv system-stats-env
    pyenv local system-stats-env


    Install requirements using: pip install -r requirements.txt

    Install Elasticsearch for your system, click here to check the instruction for your system.

    Install Kibana for your system, click here to check the instruction for your system.

    Starting the project

  • Start elasticsearch and kibana service dependig on your OS.
  • Go to project folder and execute: python system-info.py
  • Now visit kibana service at http://localhost:5601
  • Go to Menu > Stack Management > Saved Object and click import to import dashbord preset from your project folder named export.ndjson
  • To view the dashboard go to Menu > Dashboard > System_Info
  • Stats update every 5 seconds, click refresh to check the latest stats.
  • You can modify the dashboard by clicking create visualization.

    • Dashboard Preview

    Hope you like it.

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