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coopmilk-sensors-analysis's Introduction

๐Ÿฅ› COOP'MILK - sensors analysis

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Docker version Python version

The purpose of this repo is to show how data can be used in a specific use case. It can be seen as a sandbox project, to play with some techs.

Data for analyzing milk quality !

This project is about using data about various parameters to assess the quality of a milk company called COOP'MILK ! At first, it was supposed to be a small project for our class, back in 2021, and now we use to show people how it's cool to work with data ๐Ÿ˜Ž!

Disclaimer: it wont reflect the reality of a company that uses data to do such things. But, the infrastructure used in this project is the best compromise between the laziness of deploying something, and showing real world!

Wanna play with this project ?!

So you're hypped and want to deploy this little baby to have some fancy night watching at your real time graphics ?
Before having fun, here are some requirements you should follow :

  • Get Python, either 3.10 or more
  • Get Docker
  • Grab a cup of coffee, a nice sweet blanket, your favorite hoodie !

coopmilk-sensors-analysis's People

Contributors

kyllianbeguin avatar leoleducq avatar

Stargazers

Hortense Camelin avatar

Watchers

 avatar

Forkers

leoleducq horty21

coopmilk-sensors-analysis's Issues

Rework architecture

What's going on?

The current architecture is not what we want to run. It must be reworked :)
The current techs used are:

  • Python to simulate the sensors
  • Mongodb as database
  • Graphana for data visualisation
  • Prometheus for... I don't know
  • Zookeeper for... I don't know
  • Kafka as message broker

What to do?

  • Turn this architecture into a simple one
  • Create the images for architecture
  • Make an architecture document

Rework repo

What's going on ?

This repo is too focused on the exercice purpose that it deserved. As it will be used to show some cool data projects, I want it to be more "data project" rather than a "school project"

What to do ?

  • Make a brand new README.md
  • Remove the /Datasets and /datasets directories, and their contents
  • Clean the /setup_vm directory
    • Rename the setup_vm/DockerCompose directory, and more it to the root
    • Remove the Prometheus service
    • Rename usine service to factory

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