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REAL-TIME ETL & CDC

Stream into Amazon S3 Iceberg (delta updates) with your free account

Continously ingest and deliver both streaming and batch change data from 100s of sources using Estuary's custom no-code connectors.

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01. Select a source02. Transform in-flight03. Deliver to Amazon S3 Iceberg (delta updates)
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Amazon S3 Iceberg (delta updates) connector details

This connector materializes Flow collections into Apache Iceberg tables stored in Amazon S3. It batches delta updates inside Flow, converts them to Parquet files, and appends them to Iceberg tables on a schedule you configure, making it efficient for near real-time CDC-style updates.

  • Materializes Flow collections into Iceberg tables on Amazon S3
  • Designed for delta updates, enabling low-latency CDC replication
  • Compatible with AWS Glue or Iceberg REST Catalogs for metadata management
  • Configurable upload intervals to balance freshness and cost
  • Supports Iceberg V2 column types for flexible schema handling

For more details about the Amazon S3 Iceberg (delta updates) connector, check out the documentation page.

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HIGH THROUGHPUT

Distributed event-driven architecture enable boundless scaling with exactly-once semantics.

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DURABLE REPLICATION

Cloud storage backed CDC w/ heart beats ensures reliability, even if your destination is down.

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REAL-TIME INGESTION

Capture and relay every insert, update, and delete in milliseconds.

Real-timehigh throughput

Point a connector and replicate changes to Amazon S3 Iceberg (delta updates) in <100ms. Leverage high-availability, high-throughput Change Data Capture.Or choose from 100s of batch and real-time connectors to move and transform data using ELT and ETL.

  • Ensure your Amazon S3 Iceberg (delta updates) insights always reflect the latest data by connecting your databases to Amazon S3 Iceberg (delta updates) with change data capture.
  • Or connect critical SaaS apps to Amazon S3 Iceberg (delta updates) with real-time data pipelines.
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Feature Comparison

EstuaryBatch ELT/ETLDIY PythonKAFKA
Price$$$-$$$$$-$$$$$-$$$$
Speed<100ms5min+Varies<100ms
EaseAnalysts can manageAnalysts can manageData EngineerSenior Data Engineer
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