- Apache Spark distributed processing
- Real-time stream analytics
- Apache Kafka integration
- Data pipeline orchestration
- SQL analytics queries
- Machine learning with MLlib
- Scalable data transformations
- Interactive notebooks
# Clone repository
git clone https://github.com/Raphasha27/scala-spark-analytics.git
cd scala-spark-analytics
# Run with SBT
sbt run
# Run Spark job
spark-submit --class com.analytics.Main target/scala-3.4/analytics.jar┌─────────────────┐ ┌─────────────────┐
│ Data Sources │────▶│ Apache Kafka │
│ (CSV/Stream) │ │ Message Queue │
└─────────────────┘ └────────┬────────┘
│
┌────────────▼────────────┐
│ Apache Spark │
│ Processing Engine │
└────────────┬────────────┘
│
┌────────────▼────────────┐
│ Analytics Store │
│ (Parquet/HDFS) │
└─────────────────────────┘
| Platform | URL |
|---|---|
| GitHub Pages | raphasha27.github.io/scala-spark-analytics |
| Docker Hub | hub.docker.com/r/raphasha27/scala-spark-analytics |
raphasha27 — GitHub