Estuary

Move your data from Azure Blob Storage with your free account

Capture data from Azure Blob Storage 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 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 Estuary 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. 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. 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 Azure Blob Storage using the cadence supported by the connector, then transform and deliver it to the destinations your team uses.

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

See where you can send Azure Blob Storage 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

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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.