This is the Linux app named Datapipe whose latest release can be downloaded as v0.14.4sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Datapipe
DESCRIPTION
Datapipe is a real-time, incremental ETL library for Python with record-level dependency tracking.
Datapipe is designed to streamline the creation of data processing pipelines. It excels in scenarios where data is continuously changing, requiring pipelines to adapt and process only the modified data efficiently. This library tracks dependencies for each record in the pipeline, ensuring minimal and efficient data processing.
Features
- Incremental Processing: datapipe processes only new or modified data, significantly reducing computation time and resource usage.
- Real-time ETL: The library supports real-time data extraction, transformation, and loading.
- Dependency Tracking: Automatic tracking of data dependencies and processing states.
- Python Integration: Seamlessly integrates with Python applications, offering a Pythonic way to describe data pipelines.
Audience
Developers
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/datapipe/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
