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REAL-TIME ETL & CDC

Move your data from Azure Blob Storage 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
01. Move from Azure Blob Storage02. Transform in-flight03. Select a destination
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Azure Blob Storage connector details

The Azure Blob Storage connector captures files and structured data from your Azure Blob containers into Flow collections for analysis and integration. It supports multiple formats like CSV, JSON, and Avro, making it ideal for ingesting batch data pipelines from cloud storage.

  • Captures data from Azure Blob containers with flexible file format support (CSV, JSON, Avro, Protobuf)
  • Supports OAuth2 or Connection String authentication with Azure credentials
  • Optional regex filters allow selective ingestion of objects based on file patterns
  • Includes advanced parsing options for compression, delimiters, encoding, and schema detection
  • Deployment-ready: Works securely within Estuary’s Private and BYOC environments for compliance and governance

💡 Tip: You can optimize sync performance by enabling Ascending Keys for ordered file ingestion when applicable.

For more details about the Azure Blob Storage connector, check out the documentation page.

How to connect Azure Blob Storage to your destination in 3 easy steps

1

Connect Azure Blob Storage as your data source

Securely connect Azure Blob Storage and choose the objects, tables, or collections you need to sync.

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

Sync to your destination

Continuously or periodically deliver data to your destination with support for change data capture and reliable delivery for accurate insights.

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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.

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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 Azure Blob Storage 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 Azure Blob Storage insights always reflect the latest data by connecting your databases to Azure Blob Storage with change data capture.
  • Or connect critical SaaS apps to Azure Blob Storage with real-time data pipelines.

See how you can integrate Azure Blob Storage with any destination:

Details

or choose from these popular data sources:

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PostgreSQL
MySQL logo
MySQL
SQL Server logo
SQL Server
MongoDB logo
MongoDB
Apache Kafka logo
Apache Kafka
Google Bigquery logo
Google Bigquery
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Snowflake

Don't see a connector?Request and our team will get back to you in 24 hours

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
Maintenance EffortLowMediumHighHigh
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.