Estuary
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REAL-TIME ETL & CDC

Move your data from Google Firestore 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.

  • <100ms Data pipelines
  • 100+ Connectors
  • 2-5x less than batch ELT
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01. Move from Google Firestore02. Transform in-flight03. Select a destination
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Google Firestore connector details

The Google Firestore connector captures data from your Firestore collections into Estuary, keeping your NoSQL data in sync for analytics, pipelines, or downstream systems.

  • Schema-flexible ingestion: Automatically maps Firestore’s hierarchical collections and subcollections into Estuary collections.
  • Real-time change capture: Streams document inserts and updates directly from Firestore with high fidelity.
  • Smart backfill options: Choose from none, async, or sync modes to control how existing data is captured.
  • Simple setup: Authenticate with a Google Cloud service account and minimal configuration.
  • Safe & scalable: Built to handle Firestore’s nested structure while preventing data duplication or overload.

💡 Data freshness: Real-time streaming — continuously captures updates from Firestore to Estuary as they happen.

For more details about the Google Firestore 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 from Google Firestore 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 Google Firestore insights always reflect the latest data by connecting your databases to Google Firestore with change data capture.
  • Or connect critical SaaS apps to Google Firestore with real-time data pipelines.
Details

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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$$$-$$$$$-$$$$$-$$$$
Speed<100ms5min+Varies<100ms
EaseAnalysts can manageAnalysts can manageData EngineerSenior Data Engineer
Scale
Detailed Comparison

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