De-duplication Engine for NOSQL database

Our project is regarding the de duplication check for deduplication with an existing database.

• Presence of duplicate entries can be a huge problem when seen from a storage perspective. Storage isn't cheap. Hence there is a need to minimize storage by avoiding these duplicates.

• With the presence of duplicate data, larger is the dataset/database. This is seen as a hindrance for any searching/sorting algorithm as their efficiency is inversely proportional to the size of the data.

Deduplication Engine is an approach towards solving this problem. Deduplication is a technique that minimizes the amount of space required to save data on a given storage medium. As the name suggests, it is designed to combat the problem organizations of all sizes deal with on a regular basis – duplicate data For some, it’s an accumulation of the exact same files. For others, it’s a collection of files that aren’t completely identical yet contain pieces of the same data

• A Single Data comparision
• Bulk Data Comparision
• Fine Tuning the weights for data columns
• Sharding of Data in the Database level
• Multi Threading to optimize our approach

Frontend: HTML, CSS, JS, Jquery

Server: Flask

API: Rest API

Backend: Flask

Hosting: Heroku

Hosted App https://de-dupe.herokuapp.com/

Project Demo https://drive.google.com/file/d/1rHocUQV9PsF3xtH69zrT00yKpPLM9VYG/view?usp=sharing