News Classification - Capstone Project - Team Hydra

Team Members

1. Ameer Sohail Shaik
2. Pavan Krishna

Service description

Docker container with a seperate container for :

1. zookeeper
2. broker
3. flask-streamer
4. mongo
5. spark

Container description

zookeeper

Description : Kafka Zookeeper Service running to support the kafka streaming service Port : 2181

broker

Description : Kafka Broker Service running to support the kafka streaming service Port : 9092

flask-streamer

Description : Front End Application running on Flask - Streams data on request Port : 5000

mongo

Description : MongoDB Server for database Port : 27017

spark

Description : Backend Application running on FastAPI - Runs Spark code on demand - Classifies and Trains data Port : 9999

Model

Model Used : SVM + Calibrated Classifier CV Accuracy : 75%

Command to start server

docker-compose up