Snowflake Snowpipe Streaming Ingest SDK Overview (2026)

Official Snowflake documentation for Snowpipe Streaming: sub-second row-level ingestion with up to 10 GB/s throughput, as-low-as 5-second end-to-end latency, and exactly-once delivery via Java, Python, Node.js SDKs or REST API.

docs.snowflake.com — view original source

confidence 85%v1published 2026indexed May 19, 2026snowflake, data-ingestion, streaming, real-time, sdk, vendor-doc, curriculum

Snowflake Snowpipe Streaming Ingest SDK Overview (2026)

Official Snowflake documentation for the Snowpipe Streaming Ingest SDK.

Key facts surfaced (2026-05-19):

Up to 10 GB/s throughput per table; as-low-as 5-second end-to-end ingest-to-query latency.
Exactly-once delivery via built-in offset token tracking.
SDK support: Java (11+), Python (3.9+), Node.js (20+); REST API for lightweight/IoT.
Java, Python, Node.js SDKs share a Rust-based client core for improved performance.
Curriculum reference: composable CDP equivalent of AEP Streaming SDK for sub-second event ingestion (Module 2).