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Real-time, incremental ETL library for ML with record-level depend
...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.
...Nonetheless it's very easy to use, easier than most GUI-based ETLs, even easier to install. It currently supports 4 major dbs: Oracle, Sybase, MySQL, MSSQL. The free community edition allows to process about 10 files a day depending on the setup. For support and licensing go to the www.datastreamprocessor.com
Jipes provides open source Java APIs deeply integrated into the Oracle RDBMS, including an Ant task for building and exporting database objects. A Java Data Cartridge replacing database links is also in process.