To load Snowplow event data into Snowflake in real time:
- Use Snowplow's real-time event tracking to capture data from websites, mobile apps, or servers
- Stream this data into Snowflake using Snowpipe Streaming, Apache Kafka, or AWS Kinesis for low-latency ingestion
- Use Snowflake's native data loading capabilities including Snowpipe Streaming API to ingest data into Snowflake tables with sub-second latency
- Ensure data is enriched, validated, and transformed using Snowplow's enrichment pipeline before loading into Snowflake to ensure high data quality
Modern implementations achieve end-to-end latency of 1-2 seconds from event collection to query availability in Snowflake.