Data quality checking method, device and equipment and readable storage medium

A data quality and data configuration technology, applied in the computer field, can solve problems such as insufficient configurability, changing custom quality inspection rules, and inability to check data, so as to improve quality inspection efficiency, achieve flexibility and configurability performance, improving accuracy and effectiveness

Inactive Publication Date: 2020-09-29
江苏苏宁银行股份有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, these tools are often not configurable enough, and cannot customize the quality inspection rules according to changes in requirements, and cannot conduct a comprehensive inspection of the data of the bank's business systems

Method used

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  • Data quality checking method, device and equipment and readable storage medium
  • Data quality checking method, device and equipment and readable storage medium
  • Data quality checking method, device and equipment and readable storage medium

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Embodiment Construction

[0025] It is easy to understand that, according to the technical solution of the present invention, those skilled in the art can propose multiple structural modes and implementation modes that can be replaced without changing the essence and spirit of the present invention. Therefore, the following specific embodiments and drawings are only exemplary descriptions of the technical solution of the present invention, and should not be regarded as the entirety of the present invention or as a limitation or restriction on the technical solution of the present invention.

[0026] figure 1 A schematic flowchart of a data quality inspection method according to an embodiment of the present invention is shown. Such as figure 1 As shown, the method includes the following steps:

[0027] S100: Perform association modeling on multi-service system data according to quality inspection requirements, and generate association modeling results.

[0028] Specifically, the quality inspection re...

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Abstract

The invention provides a data quality check method, device and equipment and a readable storage medium, and the method comprises the following steps: 1), carrying out the correlation modeling of multi-business system data according to a quality check demand, and generating a correlation modeling result; 2) according to the correlation modeling result, configuring a data quality check rule, and obtaining a data configuration result; 3) importing the data configuration result into a rule parser to generate a check script; 4) importing the check script into a script executor to generate a check detail list; and 5) summarizing and counting the check detail list to generate a check result report. The multi-service system data is temporarily associated and summarized according to different checkrequirements, the to-be-checked data is preliminarily screened, the data range is limited, the accuracy and effectiveness of a quality check result can be greatly improved, and the use and maintenance cost is reduced.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a data quality checking method, device, equipment and readable storage medium. Background technique [0002] After 20 years of development in the information construction of my country's banking industry, a relatively complete information system has been established, and a large amount of data has been accumulated through a wide range of business types and various financial products. In 2018, the China Banking and Insurance Regulatory Commission issued the "Guidelines for Data Governance of Banking Financial Institutions" issued by the China Banking and Insurance Regulatory Commission [2018] No. 22, in order to guide banking financial institutions to strengthen data governance, improve data quality, maximize data value, and enhance business management capabilities. From the perspective of the data life cycle, the following links are most likely to cause data quality pro...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/215G06F16/25G06Q40/02
CPCG06Q40/02G06F16/215G06F16/254
Inventor 蒋晟万文兵王宗敏
Owner 江苏苏宁银行股份有限公司
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