Real time ETL: Integrate Kafka Data Stream with a Data Lake | Kafka | Data Stream | Data Lake
🚀 Exciting News! We're covering a powerful integration between Apache Kafka Data Streams and open source Data Lake! 🌊📊
Imagine harnessing the real-time processing power of Apache Kafka with the scalable storage capabilities of MinIO. This dynamic duo is set to transform how we handle real-time data, enabling seamless, high-performance data ingestion, processing, and storage.
🔹 Real-Time Data Ingestion: Stream your data from Kafka to MinIO in real-time, ensuring your data lake is always up-to-date with the latest information.
🔹 Scalability & Flexibility: MinIO’s object storage is designed to scale out with your data, providing a flexible and cost-effective solution for large datasets.
🔹 Seamless Integration: With connectors and tools that bridge Kafka and MinIO, setting up and managing your data pipeline has never been easier.
🔹 Enhanced Analytics: Leverage the combined power of real-time data from Kafka and the extensive storage of MinIO to perform advanced analytics and gain insights faster.
#apachekafka #datalake #etl
Link to data lake GitHub repo: https://github.com/hnawaz007/pythonda...
Link to Kafka GitHub repo: https://github.com/hnawaz007/pythonda...
Link to Kafka Spark series: • PySpark | Apache Spark
Link to Data Lake video: • How to build on-premise Data Lake? | ...
Link to real-time data analysis using Clickhouse and Streamlit: • Kafka Real-Time data analysis with St...
Link to confluent S3 connector: https://www.confluent.io/hub/confluen...
Link to S3 connector configs: https://blog.min.io/kafka_and_minio/
Link to related article: https://blog.devgenius.io/integrating...
Link to Channel's site:
https://hnawaz007.github.io/
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Topics in this video (click to jump around):
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0:00 - Introduction to Data Stream & Data Lake
0:58 - Tech Stack Overview
2:37 - S3 Sink Connector & Download & Setup
4:32 - S3 Connector Configuration
5:13 - Create S3 Connector
5:42 - Test Kafka and S3 Integration
6:00 - Crate Hive Schema and Table using S3
6:45 - Test and Query External Table
7:44 - End to End Testing of Data Streaming Pipeline
8:29 - Coming Soon & Recap