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CN-114546773-B - Data monitoring method, device, electronic equipment and computer readable storage medium

CN114546773BCN 114546773 BCN114546773 BCN 114546773BCN-114546773-B

Abstract

The application provides a data monitoring method, a data monitoring device, electronic equipment and a computer readable storage medium. After receiving a voice request, the method determines each voice processing link according to the voice request, then obtains and integrates a target service table corresponding to each voice processing link to obtain a full-link wide table, and finally monitors the full-link wide table according to a preset data monitoring model and a preset monitoring period to obtain a monitoring result. According to the method, the full-link wide table is formed by integrating the target service tables of all the voice processing links, and then the monitoring result is obtained by monitoring the full-link wide table, so that a worker can quickly position the problem of feedback of the data abnormal positions in the full-link wide table according to the monitoring result, and the accuracy and timeliness of data monitoring are improved.

Inventors

  • WANG LANJUN

Assignees

  • 深圳TCL新技术有限公司

Dates

Publication Date
20260512
Application Date
20220223

Claims (10)

  1. 1. A method of data monitoring, comprising: The method comprises the steps of receiving a voice request, and determining each voice processing link according to the voice request, wherein the voice processing links comprise at least one of a signal processing link, a voice recognition link, a voice central control processing link and a semantic searching link; the target business table comprises at least one of a client table corresponding to the signal processing link, an ASR table corresponding to the voice recognition link, a central control table corresponding to the voice central control processing link and a search table corresponding to the semantic search link; integrating the target service table according to the request ID of the voice request to obtain a full-link-width table; And monitoring the full-link wide table according to a preset data monitoring model and a preset monitoring period to obtain a monitoring result.
  2. 2. The data monitoring method according to claim 1, wherein the step of obtaining the target service table corresponding to each voice processing link includes: acquiring a preset data processing period and source end log data of each voice processing link; processing the source end log data according to the preset data processing period to obtain an original service table corresponding to each voice processing link; Processing the original service table according to the preset data processing period to obtain a detail service table corresponding to each voice processing link; And processing the detail service table according to the preset data processing period to obtain a target service table corresponding to each voice processing link.
  3. 3. The data monitoring method according to claim 2, wherein the step of processing the source log data according to the preset data processing period to obtain an original service table corresponding to each voice processing link includes: Acquiring a preset data format; And storing the source-end log data in a table corresponding to an operation data layer of a data warehouse according to the preset data processing period and the preset data format to obtain an original service table of each voice processing link.
  4. 4. The data monitoring method according to claim 2, wherein the step of processing the original service table according to the preset data processing period to obtain a detailed service table corresponding to each voice processing link includes: analyzing the data in the original service table to obtain key value pairs of the data in the original service table; And storing the key value pairs into tables corresponding to detail data layers of a data warehouse, and performing data cleaning processing on each service table in the operation data layers to obtain detail service table data corresponding to each voice processing link.
  5. 5. The data monitoring method according to claim 2, wherein the step of processing the detail service table according to the preset data processing period to obtain a target service table corresponding to each voice processing link includes: acquiring a preset field; And extracting data in the detail service table according to the preset data processing period and the preset field to form a target service table corresponding to each voice processing link.
  6. 6. The data monitoring method according to claim 1, wherein the step of monitoring the full link width table according to a preset data monitoring model and a preset monitoring period to obtain a monitoring result includes: acquiring preset monitoring content and task completion time for scheduling the full-link wide table; configuring a preset data monitoring model according to the preset monitoring content; determining a preset monitoring period according to the task completion time; and monitoring the preset monitoring content in the full-link wide table according to a preset monitoring period and the preset data monitoring model to obtain a monitoring result.
  7. 7. The data monitoring method according to claim 1, wherein after the step of monitoring the full link width table according to the preset data monitoring model and the preset monitoring period to obtain a monitoring result, further comprising: triggering early warning information when the monitoring result represents abnormality; And sending an early warning mail according to the early warning information.
  8. 8. A data monitoring device, comprising: The system comprises a request receiving module, a voice processing module and a semantic search module, wherein the request receiving module is used for receiving a voice request and determining each voice processing link according to the voice request, and the voice processing links comprise at least one of a signal processing link, a voice recognition link, a voice central control processing link and a semantic search link; the system comprises a service table acquisition module, a semantic search link acquisition module and a semantic search link acquisition module, wherein the service table acquisition module is used for acquiring a target service table corresponding to each voice processing link, and the target service table comprises at least one of a client table corresponding to the signal processing link, an ASR table corresponding to the voice recognition link, a central control table corresponding to the voice central control processing link and a search table corresponding to the semantic search link; The service table integrating module is used for integrating the target service table according to the request ID of the voice request to obtain a full-link wide table; And the monitoring module is used for monitoring the full-link wide table according to a preset data monitoring model and a preset monitoring period to obtain a monitoring result.
  9. 9. An electronic device comprising a processor and a memory for storing a computer program, the processor being configured to run the computer program in the memory to perform the steps of the data monitoring method of any of claims 1 to 7.
  10. 10. A computer readable storage medium storing a plurality of instructions adapted to be loaded by a processor to perform the steps in the data monitoring method of any one of claims 1 to 7.

Description

Data monitoring method, device, electronic equipment and computer readable storage medium Technical Field The present application relates to the field of big data processing technologies, and in particular, to a data monitoring method, a data monitoring device, an electronic device, and a computer readable storage medium. Background As terminal devices are given more and more AI capabilities, it is important to monitor the data generated during the processing of AI requests. From the beginning of a user's voice request to the end of the final return request result, a series of processes is required, in which a large amount of multi-sourced data is generated, which may involve different technical teams. However, in the prior art, the problem that feedback at the abnormal position of the data cannot be rapidly positioned because the full-link data of the request processing flow is not monitored is solved, so that the accuracy and timeliness of data monitoring are low, and the problem that feedback at the abnormal position of the data is not convenient for staff to timely optimize and process. Therefore, it is necessary to provide a data monitoring method for monitoring all-link data of a request processing flow, so that the problem of feedback at the abnormal position of data can be rapidly located, thereby improving the accuracy and timeliness of data monitoring. Disclosure of Invention The application provides a data monitoring method, a device, electronic equipment and a computer readable storage medium, which are used for monitoring all-link data of a request processing flow, so that the problem of feedback at the abnormal position of the data can be rapidly positioned, and the accuracy and timeliness of data monitoring are improved. In order to solve the technical problems, the application provides the following technical scheme: The application provides a data monitoring method, which comprises the following steps: Receiving a voice request, and determining each voice processing link according to the voice request; acquiring a target service table corresponding to each voice processing link; integrating the target service table to obtain a full-link wide table; And monitoring the full-link wide table according to a preset data monitoring model and a preset monitoring period to obtain a monitoring result. Correspondingly, the application also provides a data monitoring device, which comprises: The request receiving module is used for receiving the voice request and determining each voice processing link according to the voice request; The service table acquisition module is used for acquiring a target service table corresponding to each voice processing link; The business table integrating module is used for integrating the target business table to obtain a full-link wide table; And the monitoring module is used for monitoring the full-link wide table according to a preset data monitoring model and a preset monitoring period to obtain a monitoring result. Meanwhile, the application provides an electronic device, which comprises a processor and a memory, wherein the memory is used for storing a computer program, and the processor is used for running the computer program in the memory so as to execute the steps in the data monitoring method. In addition, the application also provides a computer readable storage medium, wherein the computer readable storage medium stores a plurality of instructions, and the instructions are suitable for being loaded by a processor to execute the steps in the data monitoring method. The application provides a data monitoring method, a data monitoring device, electronic equipment and a computer readable storage medium. Specifically, after receiving a voice request, the method determines each voice processing link according to the voice request, then obtains a target service table corresponding to each voice processing link, integrates each target service table to obtain a full-link-width table, and finally monitors the full-link-width table according to a preset data monitoring model and a preset monitoring period to obtain a monitoring result. According to the method, the full-link wide table is obtained by integrating the target service tables of all the voice processing links, the full-link wide table is monitored to obtain the monitoring result, and the data problem of the target service table of the voice processing links can be positioned from the data problem of the full-link wide table according to the monitoring result, so that the purpose of rapidly positioning the abnormal processing links is realized, the accuracy and timeliness of data monitoring are improved, meanwhile, staff can timely and accurately optimize and process the abnormal processing links according to the positioning result, and the processing performance of voice requests is improved. Drawings The technical solution and other advantageous effects of the present application will be made apparent by