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Apache Kafka

Event streaming backbone for real-time data flow

Streaming

Role in the Platform

Apache Kafka is the central nervous system of Chanchala Cloud. Running in KRaft mode (controller-less), it streams market ticks, candle data, and trading signals with guaranteed ordering and fault tolerance.

Implementation Highlights

KRaft mode eliminates ZooKeeper dependency
Multiple topic partitions for parallel processing
Tick data streaming from Zerodha WebSocket
Signal propagation between strategy and execution layers
Durable message storage for replay and recovery

Platform Components

ccl_ltp_ingester - Publishes real-time ticks
ccl_indicators - Consumes ticks, publishes SMA values
ccl_strategy_sma_fno - Consumes signals, executes trades
ccl_rms - Monitors position updates via Kafka

Learn more about Apache Kafka:

Visit Official Website