Real-Time Streaming Pipeline

Build a production-grade real-time data pipeline: Kafka → Spark Structured Streaming → Delta Lake → BI dashboard. Process 1M+ events/day with sub-minute latency.

advancedApache KafkaApache SparkDelta LakePythonDockerGrafana

What you will build, step by step

  1. Architecture & Requirements
  2. Kafka Setup & Event Producer
  3. Spark Structured Streaming Job
  4. Grafana Dashboard & Monitoring