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Label generation method and device, computer readable storage medium and server

A computer program and label technology, applied in the field of data processing, can solve the problem that data scripts cannot be used repeatedly.

Active Publication Date: 2020-02-07
天云软件技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, an embodiment of the present invention provides a label generation method, device, computer-readable storage medium, and server to solve the problem that data scripts cannot be used repeatedly during the label generation process

Method used

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  • Label generation method and device, computer readable storage medium and server
  • Label generation method and device, computer readable storage medium and server
  • Label generation method and device, computer readable storage medium and server

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0052] Such as figure 1 As shown in FIG. 1 , it is a schematic flow chart of the tag generation method provided in Embodiment 1 of the present invention. This embodiment can be applied to the processing process of data labeling in various industries such as banking systems. The data processing logic configured by business personnel can be analyzed and converted into a technical language suitable for SQL for label calculation. This method can be performed by The server executes. In the embodiment of the present invention, the server is used as the execution subject for description, and the method specifically includes the following steps:

[0053] S110. Import metadata stored in the system; the metadata includes data objects with several attributes, and each attribute has a corresponding data type;

[0054]In the Internet era, the rapid development of online businesses such as online business transactions between companies in various industries such as the financial industry ...

Embodiment 2

[0070] Such as image 3 As shown in FIG. 2 , it is a schematic flow chart of the tag generation method provided in Embodiment 2 of the present invention. On the basis of the first embodiment, this embodiment also provides a label definition process, so as to achieve flexible generation of labels according to business requirements.

[0071] S210. Import metadata stored in the system; the metadata includes data objects with several attributes, and each attribute has a corresponding data type;

[0072] S220. Configure a corresponding data model for each data object;

[0073] S230. Generate a relationship model according to the correlation between the attributes corresponding to the data models;

[0074] S240. Store the data model and the relationship model in a model library;

[0075] S250. Define tags according to preset tag rules; the tag rules include tag attributes;

[0076] When the server preprocesses the imported data, it constructs a number of data models correspondin...

Embodiment 3

[0084] Figure 5 is a schematic structural diagram of the tag generating device provided in Embodiment 3 of the present invention. On the basis of Embodiment 1 or Embodiment 2, the embodiment of the present invention also provides a label generating device 3, which includes:

[0085] A data import module 301, configured to import metadata stored in the system; the metadata includes data objects with several attributes, and each attribute has a corresponding data type;

[0086] A data model building module 302, configured to configure a corresponding data model for each of the data objects;

[0087] In an implementation example, when configuring a corresponding data model for each data object, the data model building module 302 also includes:

[0088] A data item definition unit, configured to configure a corresponding data item for each attribute contained in the data object; the data item defines the attribute information and data type of the data object;

[0089] A standa...

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Abstract

The invention belongs to the technical field of data processing, and provides a label generation method and device, a computer readable storage medium and a server. The label generation method includes the steps: importing metadata stored in the system, wherein the metadata comprises a data object with a plurality of attributes, and each attribute has a corresponding data type; configuring a corresponding data model for each data object; generating a relationship model according to the relevance among the attributes corresponding to the plurality of data models; storing the data model and therelationship model in a model library; and obtaining the required data model from the model library according to a preset label rule to perform label calculation, and outputting label data. Accordingto the embodiment of the invention, the imported system data is preprocessed to generate the data model with the corresponding attribute and the relationship model for reflecting the business relationship between the data models, so that the problem that the data script cannot be repeatedly used in the label generation process is solved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a label generation method, device, computer-readable storage medium and server. Background technique [0002] In the Internet era, the rapid development of online businesses such as online business transactions between companies in the financial industry and customer business processing on online platforms in various industries has led to the storage of huge customer data and transaction data in the system. In order to achieve more accurate service push, service design, and customer behavior analysis for different groups, it is necessary to analyze the big data in the system. Among them, the more commonly used data analysis and processing method is data labeling, and the data is labeled according to the label design. [0003] The existing data labeling method uses SQL (Structured Query Language) to generate labels, but this method is only for professional and tech...

Claims

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Application Information

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IPC IPC(8): G06F16/21G06F16/2455G06F16/28
CPCG06F16/212G06F16/284G06F16/24564
Inventor 张英海阳怡进卢海潮李奇
Owner 天云软件技术有限公司
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