Audience
Anyone in need of an open source ETL solution
About Singer
Singer describes how data extraction scripts called “taps” and data loading scripts called “targets” should communicate, allowing them to be used in any combination to move data from any source to any destination. Send data between databases, web APIs, files, queues, and just about anything else you can think of. Singer taps and targets are simple applications composed with pipes—no daemons or complicated plugins needed. Singer applications communicate with JSON, making them easy to work with and implement in any programming language. Singer also supports JSON Schema to provide rich data types and rigid structure when needed. Singer makes it easy to maintain state between invocations to support incremental extraction.
Integrations
Company Information
Singer
www.singer.io
Videos and Screen Captures
Meltano
Meltano provides the ultimate flexibility in deployment options. Own your data stack, end to end. Ever growing connector library of 300+ connectors have been running in production for years. Run workflows in isolated environments, execute end-to-end tests, and version control everything. Open source gives you the power to build your ideal data stack. Define your entire project as code and collaborate confidently with your team. The Meltano CLI enables you to rapidly create your project, making it easy to start replicating data. Meltano is designed to be the best way to run dbt to manage your transformations. Your entire data stack is defined in your project, making it simple to deploy it to production. Validate your changes in development before moving to CI, and in staging before moving to production.
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Airbyte
Get all your ELT data pipelines running in minutes, even your custom ones. Let your team focus on insights and innovation. Unify your data integration pipelines in one open-source ELT platform. Airbyte addresses all your data team's connector needs, however custom they are and whatever your scale. The data integration platform that can scale with your custom or high-volume needs. From high-volume databases to the long tail of API sources. Leverage Airbyte’s long tail of high-quality connectors that adapt to schema and API changes. Extensible to unify all native & custom ELT. Edit pre-built open-source connectors, or build new ones with our connector development kit in a few hours. Transparent and scalable pricing. Finally, a transparent and predictable cost-based pricing that scales with your data needs. You don’t need to worry about volume anymore. No more need for custom systems for your in-house scripts or database replication.
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Improvado
Improvado is an ETL solution that facilitates data pipeline automation for marketing teams without any technical skills required. This platform ensures data accuracy and transparency and supports marketers in making data-driven and informed decisions. It is a comprehensive solution to integrate marketing data across the organization.
Improvado extracts data from a marketing data source, cleans, transforms, and normalizes it, and seamlessly loads the results into a marketing dashboard. Currently, it has more than 200 pre-built connectors. The Improvado team implements new connectors for their clients upon request.
With Improvado, marketers can consolidate all marketing data in one place for better insights into how they’re doing across channels, analyze attribution models and detailed e-commerce insights, and get accurate ROMI data.
Improvado is being used by companies like Asus, Gymshark, BayCare, Monster Energy, Illy, and other organizations from different industries as their marke
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Composable DataOps Platform
Composable is an enterprise-grade DataOps platform built for business users that want to architect data intelligence solutions and deliver operational data-driven products leveraging disparate data sources, live feeds, and event data regardless of the format or structure of the data. With a modern, intuitive dataflow visual designer, built-in services to facilitate data engineering, and a composable architecture that enables abstraction and integration of any software or analytical approach, Composable is the leading integrated development environment to discover, manage, transform and analyze enterprise data.
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Product Details
Platforms Supported
SaaS
Support
Online