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-[Singer SDK](https://sdk.meltano.com) - The fastest way to build custom data extractors and loaders compliant with the Singer Spec.
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-[Google Sheets ETL](https://github.com/fulldecent/google-sheets-etl) - Live import all your Google Sheets to your data warehouse.
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## File System
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-[Data Mechanics](https://www.datamechanics.co) - A cloud-based platform deployed on Kubernetes making Apache Spark more developer-friendly and cost-effective.
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-[Tez](https://tez.apache.org/) - An application framework which allows for a complex directed-acyclic-graph of tasks for processing data.
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-[Bistro](https://github.com/asavinov/bistro) - A light-weight engine for general-purpose data processing including both batch and stream analytics. It is based on a novel unique data model, which represents data via _functions_ and processes data via _columns operations_ as opposed to having only set operations in conventional approaches like MapReduce or SQL.
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- Batch ML
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-[H2O](https://www.h2o.ai/) - Fast scalable machine learning API for smarter applications.
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-[Mahout](https://mahout.apache.org/) - An environment for quickly creating scalable performant machine learning applications.
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