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100k-data-streaming's Introduction

Flink + Kafka

about

  • generate-data service creates 100k rows in postgres
  • kafka-producer service reads the data and sends it to kafka
  • flink-processor runs at the same time with a tumbling window of 5 mins and processes the sum of the costs based on customer_name's
  • if a tumbling window has a window interval of 10 seconds, every incoming event from a data stream for 10 seconds will fall into the same window
  • then we compare the results from flink by running a sql query and it's accurate

screenshot.

setup

  • create jars in flink-processor folder
mvn clean install
  • to start containers
docker-compose up -d
  • kafka tricks:
kafka-topics.sh --bootstrap-server kafka:9092 --create --topic datastream
# to check list of topics
kafka-topics.sh --bootstrap-server kafka:9092 --list
  • in code, for local testing, replace all the container name in url's with localhost. To make it work in docker, we need to make sure we have container names instead

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