Search Results for "source code tracking"

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.

...The data structures tend to change over time, or not be known in advance, working with them must be maintained; 3. All routine work ETL should be automated wherever possible; 4. Compiling the code on the fly bail speed and reserve for the optimization; 5. Sophisticated class hierarchy guarantee easy connection of other open source solutions.

This is an enterprise-strength system for batch file processing, e.g. transfer, parse and load data using batch (text) files within and without the enterprise. The system is controlled through parameters and doesn't require any programming, code generation or code deployment. This is a heavy duty back end system with no GUI. 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...