SilvensnRecSys

<div align="center" > <img src="./front-end/recFront/public/silvensnrecsys.png" /> </div>

Simple Recommender System

What's Important

Maybe in several months, I'll come back to update the repository.(now: 📖🏃🏻‍♂️💖)

what you can do:

• [ ] rs models
• [ ] docker files
• [ ] other fns
• [ ] directly flink to redis (now it seems a trick) [import specific jar]

Contact me: Silvensn@163.com

!!! the system now is really really really rudimentary

Functions

• similar movies

  

• movies (genres)

  

• recommend for specific user

  

• movies on hot (click shot)

  

  

Envirenment

front

~ recfront

npm install

npm run dev

back

~ root

make sure: zookeeper kafka(topic: rec3) redis

python3 flinkForRec.py

python3 app.py

• pyspark 3.0.3
• pyfink 1.14.4
• kafka 2.4.0 (scala 2.11) - redis 5.0.9
• node v14.17.5 npm 6.14.14 ( vue3 element-plus )

Architecture

<img src="./architecture/architecture.png" />