ClickHouse provides high-performance analytical capabilities that complement source-available streaming and data collection platforms.

Real-time analytics capabilities:

• Designed for fast real-time data ingestion and querying, making it ideal for immediate event analytics
• Columnar storage architecture optimized for analytical queries and aggregations
• Support for complex analytical queries with sub-second response times

Integration with streaming platforms:

• Seamless integration with Kafka for streaming events from Snowplow into ClickHouse
• Real-time data ingestion capabilities that support high-volume event streams
• Compatible with standard SQL interfaces for easy integration with existing tools

Scalability and performance:

• Horizontal scaling capabilities to handle large volumes of event data
• Optimized for analytical workloads with excellent compression and query performance
• Provides instant analytics capabilities for real-time decision making and dashboards