A data quality detection method and device, electronic equipment and storage medium
By automatically generating data quality inspection tasks during data synchronization, the problem of low automation in existing technologies is solved, achieving efficient and low-cost data quality inspection.
CN115757626BActive Publication Date: 2026-07-17JINGDONG CITY BEIJING DIGITS TECH CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- JINGDONG CITY BEIJING DIGITS TECH CO LTD
- Filing Date
- 2022-11-22
- Publication Date
- 2026-07-17
AI Technical Summary
Technical Problem
Existing technologies have low levels of automation in data quality inspection, resulting in low inspection efficiency, high costs, and difficulty in guaranteeing quality.
Method used
By automatically generating data quality detection tasks during data synchronization, and based on the source region, target region, and data quality detection rules, the quality of data before and after synchronization is automatically detected.
Benefits of technology
It has enabled automated data quality detection, improved detection efficiency, reduced costs, and ensured the accuracy and consistency of data quality.
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Smart Images
Figure CN115757626B_ABST
Abstract
Embodiments of the present application disclose a data quality detection method and device, electronic equipment and a storage medium. The method comprises: in response to a data synchronization instruction, synchronizing pre-synchronization data stored on a source area in a source storage engine to a target area in a target storage engine by running a data synchronization task to obtain post-synchronization data; obtaining a data quality detection task corresponding to the data synchronization task, wherein the data quality detection task is generated based on the obtained source area, target area and data quality detection rule; and performing quality detection on the pre-synchronization data stored on the source area and the post-synchronization data stored on the target area based on the data quality detection rule by running the data quality detection task to obtain data quality. The technical solution of the embodiments of the present application can realize automatic detection of data quality.
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