Data quality monitoring system for data platform
Systém pro kontrolu kvality dat datové platformy
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České vysoké učení technické v Praze
Czech Technical University in Prague
Czech Technical University in Prague
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V této práci je provedeno srovnání nástrojů pro kontrolu kvality dat. Obsahuje navržení webové aplikace pro kontrolu kvality dat a její následné implementování pomocí programovacího jazyku Python ve webovém frameworku Flask. Aplikace byla otestována na živé databázi datové platformy Portabo a výsledky těchto testů jsou důkladně popsány.
This work contains a comparison of tools for data quality monitoring. It also contains the desing of web application for data quality control and its subsequent implementation using the Python programming language in the Flask web framework. The application has been tested on live database of the Portabo data platform and the results of these tests are thoroughly described.
This work contains a comparison of tools for data quality monitoring. It also contains the desing of web application for data quality control and its subsequent implementation using the Python programming language in the Flask web framework. The application has been tested on live database of the Portabo data platform and the results of these tests are thoroughly described.