CN-121979939-A - Data processing method, data tracing method, device and storage medium

Abstract

The embodiment of the application provides a data processing method, a data tracing method, data tracing equipment and a storage medium, and relates to the technical field of data processing and the technical field of automobiles. The method comprises the steps of determining explicit public data of downstream business associated with a target event and implicit public data of the downstream business after the target event is detected, determining the explicit public data of the downstream business according to intersection of the explicit business data of the downstream business, determining identification field information corresponding to the target event according to the explicit public data and the implicit public data, and storing business related data of each downstream business according to the identification field information. The method can add the identifier to the service related data according to the field identifier information and then store the service related data, thereby being beneficial to the accurate and comprehensive traceability of the cross-service related data under the homologous event.

Inventors

• ZHU XIAOBING
• LIN GUANGYI

Assignees

• 深圳市卓驭科技有限公司

Dates

Publication Date

20260505

Application Date

20260108

Claims (10)

1. 1. A method of data processing, the method comprising: After detecting a target event, determining explicit public data of a downstream service associated with the target event and implicit public data of the downstream service, wherein the explicit public data of the downstream service is determined according to an intersection of the explicit service data of the downstream service; determining identification field information corresponding to the target event according to the explicit public data and the implicit public data; And storing service related data of each downstream service according to the identification field information.
2. 2. The method of claim 1, wherein determining identification field information corresponding to the target event based on the explicit public data and the implicit public data comprises: Performing a first encoding operation on the explicit public data and the implicit public data to obtain the identification field information, or And performing a second coding operation on the explicit public data to obtain an intermediate coding result, and performing a third coding operation on the intermediate coding result and the implicit public data to obtain the identification field information.
3. 3. The method of claim 2, wherein the number of explicit common data is a plurality, the method further comprising: And carrying out de-duplication processing on the plurality of explicit public data according to the data detail information of each explicit public data to obtain de-duplicated explicit public data.
4. 4. A method according to any one of claims 1-3, wherein storing service related data for each of said downstream services based on said identification field information comprises: and adding the identification field information into the service related data of each downstream service to obtain the service related data added with the identification, and storing the service related data.
5. 5. The method of claim 4, wherein the obtaining and storing the identified business related data comprises: according to a preset data coding mode, coding the service related data added with the identification to obtain check code data; and adding the check code data to the service related data with the added identification, and storing the data.
6. 6. The method of claim 4, wherein the downstream traffic associates multiple target events simultaneously, the method further comprising: Determining identification field information corresponding to each target event respectively; and storing service related data of the downstream service according to the identification field information corresponding to each target event.
7. 7. A data tracing method, the method comprising: Determining to-be-traced information in response to a data tracing instruction, wherein the to-be-traced information indicates service response data of downstream services; determining at least one identification field information to be traced according to service related data corresponding to the service response data, wherein the service related data indicates data stored according to the data processing method of any one of claims 1-6; And carrying out data tracing processing according to the at least one identification field information to be traced to obtain a data tracing result.
8. 8. The method of claim 7, wherein the data tracing result includes service related data of a plurality of downstream services, the plurality of downstream services including at least a first service and a second service, the method further comprising: If the first service comprises a plurality of groups of service related data, determining first explicit service data respectively included in each group of service related data under the first service and second explicit service data included in the service related data under the second service according to explicit data types respectively corresponding to the first service and the second service; and determining matched first explicit service data according to the second explicit service data, and determining the data tracing result according to service related data to which the matched first explicit service data belongs and service related data under the second service.
9. 9. A computer device comprises a memory and a processor; the memory stores computer-executable instructions; The processor executing computer-executable instructions stored in the memory, causing the processor to perform the method of any one of claims 1-6 or to perform the method of any one of claims 7-8.
10. 10. A computer readable storage medium having stored therein computer executable instructions for implementing the method of any of claims 1-6 or for performing the method of any of claims 7-8 when executed by a processor.

Description

Data processing method, data tracing method, device and storage medium Technical Field The present application relates to the field of data processing technologies and the field of automotive technologies, and in particular, to a data processing method, a data tracing device, and a storage medium. Background In the automotive art, homologous event data in an autopilot (or intelligent autopilot) system typically results in a multi-purpose multi-objective stored record, i.e., there may be multiple services for the homologous event using the homologous event data. In the product level, there is a general need to trace source from homologous event data in multi-objective storage with different purposes, and perform various business scenarios such as optimization processing of automatic driving function, statistical analysis of data and the like according to the traced data. In the related art, the trace-back processing of the homologous event data is generally performed according to the data field comparison or according to the time stamp. The implementation mode is low in efficiency and poor in expansibility, and accuracy of data tracing is affected. Disclosure of Invention The embodiment of the application provides a data processing method, a data tracing method, data tracing equipment and a storage medium, which can add an identifier to service related data according to field identification information and then store the service related data, thereby being beneficial to the accurate and comprehensive tracing of the cross-service related data under homologous events. In a first aspect, an embodiment of the present application provides a data processing method, including: After detecting a target event, determining explicit public data of a downstream service associated with the target event and implicit public data of the downstream service, wherein the explicit public data of the downstream service is determined according to an intersection of the explicit service data of the downstream service; determining identification field information corresponding to the target event according to the explicit public data and the implicit public data; And storing service related data of each downstream service according to the identification field information. In a possible implementation manner, determining identification field information corresponding to the target event according to the explicit public data and the implicit public data includes: Performing a first encoding operation on the explicit public data and the implicit public data to obtain the identification field information, or And performing a second coding operation on the explicit public data to obtain an intermediate coding result, and performing a third coding operation on the intermediate coding result and the implicit public data to obtain the identification field information. In one possible implementation, the number of the explicit public data is a plurality, and the method further comprises: And carrying out de-duplication processing on the plurality of explicit public data according to the data detail information of each explicit public data to obtain de-duplicated explicit public data. In one possible implementation manner, storing service related data of each of the downstream services according to the identification field information includes: and adding the identification field information into the service related data of each downstream service to obtain the service related data added with the identification, and storing the service related data. In one possible implementation manner, the obtaining and storing the identified service related data includes: according to a preset data coding mode, coding the service related data added with the identification to obtain check code data; and adding the check code data to the service related data with the added identification, and storing the data. In a possible implementation manner, the downstream service associates a plurality of target events at the same time, and the method further includes: Determining identification field information corresponding to each target event respectively; and storing service related data of the downstream service according to the identification field information corresponding to each target event. In a second aspect, an embodiment of the present application provides a data tracing method, including: Determining to-be-traced information in response to a data tracing instruction, wherein the to-be-traced information indicates service response data of downstream services; determining at least one identification field information to be traced according to service related data corresponding to the service response data, wherein the service related data indicates data stored according to the data processing method of any one of claims 1-6; And carrying out data tracing processing according to the at least one identification field information to be traced to obtain a d