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šŸ”§ Singer.io

Singer.io

The open-source standard for writing data extraction scripts.

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Overview

Singer is not a tool, but rather a specification for how data extraction scripts, called 'taps', and data loading scripts, called 'targets', should communicate. This allows you to mix and match taps and targets from different sources, and it makes it easy to build your own custom data pipelines. Singer is the foundation for many popular open-source and commercial data integration tools.

✨ Key Features

  • Open-source standard
  • Simple and consistent
  • Extensible and customizable
  • Large and growing ecosystem of taps and targets

šŸŽÆ Use Cases (4)

Building custom data pipelines Data replication Data consolidation Data integration for data science

āœ… Best For

  • Extracting data from a custom application and loading it into a data warehouse
  • Building a data pipeline to replicate data between two databases

šŸ’” Check With Vendor

Verify these considerations match your specific requirements:

  • Teams without any coding skills
  • Users who want a fully managed service

šŸ’» Platforms

CLI

āœ… Offline Mode Available

šŸ”Œ Integrations

Any tap and target that follows the Singer specification

šŸ’° Pricing

Contact for pricing
Free Tier Available

Free tier: Completely free and open-source

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