Estuary

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Capture data from Snowflake Data Cloud and deliver it to your destinations using Estuary's pre-built connectors. Build pipelines for real-time, incremental, or batch data movement based on connector capabilities.

  • <100ms to batch
  • 200+ connectors
  • Managed data pipelines
01. Move from Snowflake Data Cloud02. Transform in-flight03. Select a destination
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Snowflake Data Cloud connector details

Estuary’s Snowflake connector enables incremental data capture from Snowflake tables using Snowflake Streams and staging tables. While it supports CDC-like change tracking (inserts, updates, and deletes), the process is polling-based, meaning data is captured at scheduled intervals rather than in true real time. This design provides a balanced approach between freshness, cost efficiency, and reliability in Snowflake environments.

  • Supports insert, update, and delete detection via Snowflake Streams
  • Secure JWT key-pair authentication for modern, passwordless access
  • Configurable polling intervals to optimize between latency and cost
  • Compatible with Snowflake Secure Data Sharing, enabling capture from shared tables
  • Fully deployable in Estuary’s managed or private cloud environments with enterprise-grade security

For more details about the Snowflake Data Cloud connector, check out the documentation page.

How to connect Snowflake Data Cloud to your destination in 3 easy steps

  1. 1

    Connect Snowflake Data Cloud as your data source

    Securely connect Snowflake Data Cloud and choose the objects, tables, or collections you need to sync.

  2. 2

    Prepare and transform your data

    Apply transformations and schema mapping as data moves whether you are streaming in real time or loading in batches.

  3. 3

    Deliver to your destination

    Continuously or periodically deliver your data to the destination you choose, based on the capabilities and configuration of your pipeline.

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Trusted by data teams worldwide

All data connections are fully encrypted in transit and at rest. Estuary also supports private cloud and BYOC deployments for maximum security and compliance.

HIGH THROUGHPUT

Distributed, event-driven architecture scales for demanding data workloads.

DURABLE COLLECTIONS

Store data as it moves so you can transform, replay, and deliver it downstream.

FLEXIBLE LATENCY

From <100ms CDC and real-time streaming to scheduled batch, depending on connector capabilities.

From <100ms to batch

Estuary supports CDC, real-time streaming, incremental syncs, and scheduled batch across its connector ecosystem. Capture data from Snowflake Data Cloud using the cadence supported by the connector, then transform and deliver it to the destinations your team uses.

  • Connect Snowflake Data Cloud to warehouses, databases, data lakes, search platforms, and event systems through Estuary-supported destinations.
  • Capture once and reuse Snowflake Data Cloud data across transformations and multiple downstream destinations without rebuilding source extraction.

See where you can send Snowflake Data Cloud data:

Details

or choose from these popular destinations:

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PostgreSQL
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MySQL
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SQL Server
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MongoDB
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Apache Kafka
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Google Bigquery
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Snowflake

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Pipelines as fast as Kafka, easy as managed ELT/ETL, cheaper than building it.

Feature Comparison

EstuaryBatch ELT/ETLDIY PythonKafka
Price$$$-$$$$$-$$$$$-$$$$
Latency<100ms to scheduled5min+Varies<100ms
EaseAnalysts can manageAnalysts can manageData EngineerSenior Data Engineer
Scale
Maintenance EffortLowMediumHighHigh

One platform for real-time and batch data pipelines

Detailed Comparison

Deliver real-time and batch data from DBs, SaaS, APIs, and more

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Popular sources/destinations you can sync your data with

Choose from more than 100 supported databases and SaaS applications. Click any source/destination below to open the integration guide and learn how to sync your data in real time or batches.

Frequently asked questions

    Is Estuary an official Snowflake partner?

    Yes. Estuary is a Snowflake AI Data Cloud Products Partner at the Premier tier, is Snowflake Ready Technology validated, and holds the Snowflake Industry Competency in Technology. Estuary is listed in the Snowflake Partner Network directory.