Data processing methods, apparatus, equipment and storage media
CN116541351BActive Publication Date: 2026-05-26MINSHENG BANKING CORP
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- MINSHENG BANKING CORP
- Filing Date
- 2023-04-28
- Publication Date
- 2026-05-26
AI Technical Summary
Technical Problem
Existing technologies, when using the Hadoop big data platform to process financial data, result in reduced data processing speed and excessive resource consumption, which is not conducive to quickly responding to business needs.
Method used
By obtaining multiple primary key subfields of the data to be processed and business data, the primary key field of each business data is determined, and integrated wide tables and standard tables are established, including integrated wide tables, third normal form tables, and transaction tables, to reduce data redundancy and simplify the data processing flow.
Benefits of technology
It improved data processing speed, reduced resource consumption, simplified data processing procedures, and shortened the running time of batch tasks.
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Smart Images
Figure CN116541351B_ABST
Abstract
This application provides a data processing method, apparatus, device, and storage medium. The method includes: acquiring data to be processed, the data including multiple primary key subfields and business data corresponding to each primary key subfield; determining a primary key field corresponding to each business data based on the multiple primary key subfields; for each business data, determining an integrated wide table corresponding to the business data based on the primary key field corresponding to the business data, and updating the integrated wide table according to the business data; for each business data, determining a standard table corresponding to the business data based on the primary key subfields and primary key field corresponding to the business data, and updating the standard table according to the business data, the standard table including a third normal form table and a transaction table. The method of this application solves the problems of reduced data processing speed and increasing resource consumption in existing technical solutions, which are detrimental to quickly responding to business needs.
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