CN-122021585-A - Report processing method, device, equipment and medium

CN122021585ACN 122021585 ACN122021585 ACN 122021585ACN-122021585-A

Abstract

The application relates to the technical field of computers and discloses a method, a device, equipment and a medium for processing a report, which comprise the steps of obtaining a report field to be processed and corresponding field access information, and carrying out structural processing on the field access information to obtain an access behavior data set; analyzing the access behavior data set through a text processing model to obtain a field access analysis result, carrying out association processing on the field access analysis result and processing logic data of the report fields to obtain a field calculation relation, analyzing the field calculation relation through a relation analysis model to obtain a blood edge relation analysis result, carrying out line-down condition matching on the report fields based on the blood edge relation analysis result and the field access analysis result, and carrying out line-down processing on the report fields meeting the line-down condition. The application can be applied to a financial science and technology or medical care business program system, and can realize field-level refined report processing, thereby improving processing efficiency and accuracy.

Inventors

ZENG DEZHI

Assignees

中国平安财产保险股份有限公司

Dates

Publication Date: 20260512
Application Date: 20260306

Claims (10)

1. A method for processing a report, the method comprising: Acquiring a report field to be processed and corresponding field access information, and carrying out structural processing on the field access information to obtain an access behavior data set, wherein the field access information comprises calling frequency information, calling time distribution information and associated information between the field and a user; Analyzing the access behavior data set through a text processing model to obtain a field access analysis result, wherein the field access analysis result comprises field use liveness and field access mode characteristics; Performing association processing on the field access analysis result and the processing logic data of the report field to obtain a field calculation relation, and analyzing the field calculation relation through a relation analysis model to obtain a blood-margin relation analysis result, wherein the blood-margin relation analysis result is used for describing source information, a calculation path and upstream and downstream association information of the report field; And carrying out offline condition matching on the report fields based on the blood relationship analysis result and the field access analysis result, and carrying out offline processing on the report fields meeting the offline condition.
2. The method according to claim 1, wherein the structuring the field access information to obtain an access behavior data set includes: performing field identification alignment and time information unified processing on the field access information to obtain field access original data; Filtering the field access original data to obtain field access cleaning data; Performing aggregation calculation on the field access cleaning data according to a preset time granularity to generate field access statistical data; and integrating the field access statistical data with preset field basic attributes to form an access behavior data set.
3. The method of claim 1, wherein analyzing the set of access behavior data by a text processing model to obtain a field access analysis result comprises: Extracting features of the access behavior data set through the text processing model to obtain field use liveness and field access mode feature vectors; analyzing the field access mode feature vector through the text processing model to obtain the field access mode feature; And determining the field using liveness and the field access mode characteristics as the field access analysis result.
4. The method according to claim 1, wherein the associating the field access analysis result with the processing logic data of the report field to obtain a field calculation relationship includes: acquiring processing logic data of the report field, wherein the processing logic data comprises an SQL script or a Python script; performing field mapping analysis on the processing logic data to generate a corresponding relation between the report field and the processing logic data; and matching the field access analysis result with the corresponding relation, and determining the matching result as the field calculation relation.
5. The method according to claim 1, wherein the analyzing the field calculation relationship by the relationship analysis model to obtain a blood relationship analysis result includes: extracting the characteristics of the field calculation relation to obtain a field source characteristic vector, a calculation path characteristic vector and an upstream and downstream association characteristic vector; analyzing the field source feature vector, the calculation path feature vector and the upstream and downstream association feature vector through the relation analysis model to obtain the source information, the calculation path and the upstream and downstream association information, and determining the source information, the calculation path and the upstream and downstream association information as the blood-lineage relation analysis result.
6. The method of claim 1, wherein the performing the offline condition matching on the report field based on the blood relationship analysis result and the field access analysis result, and performing the offline processing on the report field that satisfies the offline condition, comprises: extracting the blood relationship analysis result to obtain a field dependency characteristic, and extracting the field access analysis result to obtain a field liveness characteristic; And identifying the field dependency characteristics and the field activity characteristics according to a preset offline rule to obtain report fields meeting the offline condition, and executing the offline processing on the report fields meeting the offline condition.
7. The method according to claim 1, wherein the method further comprises: carrying out regression verification on the report field after the offline processing to obtain a verification result, wherein the verification result is used for indicating whether the report field after the offline processing affects the integrity of a report calculation result or not; if the verification result indicates that the report field after the offline processing does not influence the integrity of the report calculation result, generating an offline operation log; And updating the blood relationship analysis result and the field access analysis result based on the offline operation log.
8. A report processing apparatus, comprising: the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring a report field to be processed and corresponding field access information, and carrying out structural processing on the field access information to obtain an access behavior data set, wherein the field access information comprises calling frequency information, calling time distribution information and association information between the field and a user; The analysis module is used for analyzing the access behavior data set through a text processing model to obtain a field access analysis result, wherein the field access analysis result comprises field use liveness and field access mode characteristics; The analysis module is used for carrying out association processing on the field access analysis result and the processing logic data of the report field to obtain a field calculation relation, and analyzing the field calculation relation through a relation analysis model to obtain a blood-margin relation analysis result, wherein the blood-margin relation analysis result is used for describing source information, a calculation path and upstream and downstream association information of the report field; And the processing module is used for carrying out offline condition matching on the report fields based on the blood relationship analysis result and the field access analysis result, and carrying out offline processing on the report fields meeting the offline condition.
9. A computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, characterized in that the processor implements the steps of the method for processing a report according to any one of claims 1 to 7 when the computer program is executed by the processor.
10. A computer readable storage medium storing a computer program, characterized in that the computer program when executed by a processor implements the steps of the method of processing a report according to any one of claims 1 to 7.

Description

Report processing method, device, equipment and medium Technical Field The present invention relates to the field of computer technologies, and in particular, to a method, an apparatus, a device, and a medium for processing a report. Background In financial institutions and medical care service institutions, report systems are rapidly expanded, report quantity is exponentially increased, and multidimensional information such as account management, risk assessment, client health files, care plan statistics and the like is related. However, the existing report management means has obvious defects, mainly depends on the access amount of the monitored report, only performs offline processing on the low-frequency report, and cannot identify redundant fields in the high-frequency report, so that data redundancy and storage computing resource waste are caused. The related technology lacks field-level management capability, only can carry out coarse granularity management on the whole dimension of the report, and cannot identify the actual use conditions of fields such as financial transaction details, health monitoring indexes and the like. The processing logic of the report bottom wide table is increasingly complex along with field superposition, so that data processing delay is increased, maintenance cost and manual operation pressure are obviously increased, and financial wind control, financial product analysis and senior service quality are affected. Meanwhile, the related technology relies on manual experience for analysis of field dependency relationship, has low efficiency and is easy to make mistakes, closed-loop management is difficult to form, and the intellectualization and sustainability of data management are limited. Therefore, a report processing method is needed to realize field-level refined report processing, so as to improve the processing efficiency and accuracy of the report. Disclosure of Invention The invention provides a method, a device, equipment and a medium for processing a report, which are used for solving the technical problems that field-level refined report processing cannot be realized in the related technology, and further the processing efficiency and accuracy of the report are lower. In a first aspect, a method for processing a report is provided, where the method includes: Acquiring a report field to be processed and corresponding field access information, and carrying out structural processing on the field access information to obtain an access behavior data set, wherein the field access information comprises calling frequency information, calling time distribution information and associated information between the field and a user; Analyzing the access behavior data set through a text processing model to obtain a field access analysis result, wherein the field access analysis result comprises field use liveness and field access mode characteristics; Performing association processing on the field access analysis result and the processing logic data of the report field to obtain a field calculation relation, and analyzing the field calculation relation through a relation analysis model to obtain a blood-margin relation analysis result, wherein the blood-margin relation analysis result is used for describing source information, a calculation path and upstream and downstream association information of the report field; And carrying out offline condition matching on the report fields based on the blood relationship analysis result and the field access analysis result, and carrying out offline processing on the report fields meeting the offline condition. In a second aspect, a report processing apparatus is provided, including: the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring a report field to be processed and corresponding field access information, and carrying out structural processing on the field access information to obtain an access behavior data set, wherein the field access information comprises calling frequency information, calling time distribution information and association information between the field and a user; The analysis module is used for analyzing the access behavior data set through a text processing model to obtain a field access analysis result, wherein the field access analysis result comprises field use liveness and field access mode characteristics; The analysis module is used for carrying out association processing on the field access analysis result and the processing logic data of the report field to obtain a field calculation relation, and analyzing the field calculation relation through a relation analysis model to obtain a blood-margin relation analysis result, wherein the blood-margin relation analysis result is used for describing source information, a calculation path and upstream and downstream association information of the report field; And the proc