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Data quality rule control method and device, storage medium and electronic device

A data quality and control method technology, applied in the field of data processing, can solve problems such as complex and problematic rules, and achieve the effect of rapid iteration

Active Publication Date: 2018-04-10
YIDU CLOUD (BEIJING) TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, if the problem cannot be detected, it may be that the problem no longer exists in the data, or there is a problem with the rule itself.
How to distinguish is often more complicated

Method used

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  • Data quality rule control method and device, storage medium and electronic device
  • Data quality rule control method and device, storage medium and electronic device
  • Data quality rule control method and device, storage medium and electronic device

Examples

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Embodiment Construction

[0048] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details being omitted, or other methods, components, devices, steps, etc. may be adopted. In other instances, well-known technical solution...

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Abstract

The invention relates to a data quality rule control method and device, and belongs to the technical field of data processing. The method comprises the steps of extracting data from a basic data layerto generate a target data layer according to a preset extracting rule; converting the target data layer into a two-dimensional data layer according to a preset mapping rule based on a preset qualitycontrol syntax rule; converting the two-dimensional data layer into a multidimensional data cube which can be synchronously queried through a preset algorithm; wherein the preset extracting rule, thepreset quality control syntax rule, the preset mapping rule and the preset algorithm can be adjusted based on data quality demands. The data quality rule control method can decouple rules and originaldata and achieve rapid iteration of the rules on one hand, on the other hand, data quality can be constantly adjusted through flexible processing methods based on the demands.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, and in particular, to a method for controlling data quality rules, a device for controlling data quality rules, a computer-readable storage medium, and electronic equipment. Background technique [0002] Data quality is at the heart of the big data industry and is one of an organization's most valuable assets. With the development of big data, the diversity of data sources, the complexity of data structure, and data quality control are becoming more and more difficult. Data quality control in the prior art mostly performs batch processing or sampling on data based on some fixed quality indicators and quality thresholds. The scalability, richness, and flexibility of quality control technology have become major challenges in the field of quality control technology. [0003] Most of the existing technical solutions monitor data quality through the following processes: explore data...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/24564G06F16/283
Inventor 徐济铭杜飞
Owner YIDU CLOUD (BEIJING) TECH CO LTD