CN113535841A - Data verification method, device and equipment and computer readable storage medium - Google Patents
Data verification method, device and equipment and computer readable storage medium Download PDFInfo
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- CN113535841A CN113535841A CN202110891185.XA CN202110891185A CN113535841A CN 113535841 A CN113535841 A CN 113535841A CN 202110891185 A CN202110891185 A CN 202110891185A CN 113535841 A CN113535841 A CN 113535841A
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Abstract
The invention discloses a data verification method, which is applied to a Pppeteeer automatic frame and comprises the following steps: when an interface request is monitored, intercepting and capturing interface response data; acquiring page display data corresponding to the interface response data; acquiring database persistent data corresponding to the interface request; judging whether the interface response data, the page display data and the database persistence data are consistent; and if so, determining that the data check is passed. By applying the data verification method provided by the invention, the comprehensive verification of the data is realized, the accuracy of the data is improved, and the error positioning can be quickly carried out. The invention also discloses a data checking device, equipment and a storage medium, and has corresponding technical effects.
Description
Technical Field
The present invention relates to the field of computer application technologies, and in particular, to a data verification method, apparatus, device, and computer-readable storage medium.
Background
With the development of big data, the data can be stored by using the database, when the access terminal needs to access the data in the database, the access terminal calls the data interface connected with the database to call the data, and outputs the called interface data to the browser page to be displayed. In order to verify that the data displayed to the browser page is correct, a data check is required.
The existing data verification methods are mainly divided into two types, one is to perform data verification by comparing interface data with database data; the other is data verification by comparing the page data with the database data. Firstly, the interface data and the database data are compared, and only the interface data calling result can be verified, so that whether the page display data is correct or not cannot be determined; secondly, in the mode of comparing the page data with the database data, if the page data is inconsistent with the database data, only the result of the inconsistent data can be obtained, and it is difficult to determine which link of the data in the transmission process has a problem.
In summary, how to effectively solve the problems that the existing data verification method cannot determine whether the page display data is correct or not, or when the data is determined to be inconsistent, it is difficult to determine which link of the data in the transmission process has a problem, and the like, is a problem that needs to be solved by those skilled in the art at present.
Disclosure of Invention
The invention aims to provide a data verification method, which realizes comprehensive verification of data, improves the accuracy of the data and can quickly perform error positioning; another object of the present invention is to provide a data verification apparatus, a device and a computer readable storage medium.
In order to solve the technical problems, the invention provides the following technical scheme:
a data verification method is applied to a Pppeteeer automation framework and comprises the following steps:
when an interface request is monitored, intercepting and capturing interface response data;
acquiring page display data corresponding to the interface response data;
obtaining database persistent data corresponding to the interface request;
judging whether the interface response data, the page display data and the database persistence data are consistent;
and if so, determining that the data check is passed.
In a specific embodiment of the present invention, intercepting interface response data when an interface request is intercepted includes:
analyzing the monitored interface request to obtain a target interface;
and intercepting the response content in the target interface to obtain the interface response data.
In a specific embodiment of the present invention, acquiring the page display data corresponding to the interface response data includes:
and acquiring page display data which is processed and displayed to a browser page by the front js of the interface response data.
In one embodiment of the present invention, the method further comprises:
when the interface response data, the page display data and the database persistence data are determined to be not completely consistent, collecting verification result data;
and recording the verification result data.
A data verification device is applied to a Pppeteeer automation framework and comprises:
the interface data acquisition module is used for acquiring interface response data when monitoring the interface request;
the page data acquisition module is used for acquiring page display data corresponding to the interface response data;
the database data acquisition module is used for acquiring database persistent data corresponding to the interface request;
the judging module is used for judging whether the interface response data, the page display data and the database persistence data are consistent or not;
and the verification passing determination module is used for determining that the data passes verification when the interface response data, the page display data and the database persistent data are all consistent.
In a specific embodiment of the present invention, the interface data capture module includes:
the request analysis submodule is used for analyzing the monitored interface request to obtain a target interface;
and the interface data interception submodule is used for intercepting the response content in the target interface to obtain the interface response data.
In a specific embodiment of the present invention, the page data obtaining module is specifically a module that obtains page display data that is obtained by processing the interface response data by front js and displayed in a browser page.
In one embodiment of the present invention, the method further comprises:
the verification result collection module is used for collecting verification result data when the interface response data, the page display data and the database persistence data are determined to be not completely consistent;
and the data recording module is used for recording the verification result data.
A data verification device, comprising:
a memory for storing a computer program;
a processor for implementing the steps of the data verification method as described above when executing the computer program.
A computer-readable storage medium, having stored thereon a computer program which, when being executed by a processor, carries out the steps of the data verification method as set forth above.
The data verification method provided by the invention is applied to a Pppeteeer automation framework, and comprises the following steps: when an interface request is monitored, intercepting and capturing interface response data; acquiring page display data corresponding to the interface response data; acquiring database persistent data corresponding to the interface request; judging whether the interface response data, the page display data and the database persistence data are consistent; and if so, determining that the data check is passed. Through setting up in the automatic frame of Pyppeteer, when operating the front end page, can monitor the interface request to acquire interface, page, database three-party data simultaneously, compare three-party data, compare completely through system data, realized the comprehensive check-up to data, promoted the accuracy of data, and through the contrast of three-party data, when data is inconsistent, can carry out the error localization fast.
Correspondingly, the invention also provides a data verification device, equipment and a computer readable storage medium corresponding to the data verification method, which have the technical effects and are not described herein again.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a flow chart of an implementation of a data verification method according to an embodiment of the present invention;
FIG. 2 is a flow chart of another embodiment of a data verification method according to the present invention;
FIG. 3 is a block diagram of a data verification apparatus according to an embodiment of the present invention;
FIG. 4 is a block diagram of a data verification device according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a data verification device provided in this embodiment.
Detailed Description
In order that those skilled in the art will better understand the disclosure, the invention will be described in further detail with reference to the accompanying drawings and specific embodiments. It is to be understood that the described embodiments are merely exemplary of the invention, and not restrictive of the full scope of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, fig. 1 is a flowchart of an implementation of a data verification method in an embodiment of the present invention, which is applied to a pyppeneer automation framework, where the method may include the following steps:
s101: when the interface request is monitored, the interface response data is intercepted.
The method comprises the steps that a Pppeteeer automation frame is preset, the Pppeteeer is an automation testing tool and can simulate page operation, and therefore whether page functions are achieved or not is verified. The method comprises the steps that a pyppeneer _ network _ manager module is arranged in a pyppeneer automation framework, the pyppeneer _ network _ manager module comprises a response (response) component, an asyncio asynchronous method is set, all requests are monitored through the response component, when interface requests are monitored, the interface requests are transmitted to a database, the database responds to the interface requests, interface response data corresponding to the interface requests are returned to corresponding interfaces, and the interface response data are intercepted. And may cache interface response data.
S102: and acquiring page display data corresponding to the interface response data.
And after the interface response data are returned to the corresponding interfaces, the interface response data are transmitted to the browser page for displaying. And when the browser page is finished by the interface response data output value, acquiring page display data corresponding to the interface response data. The Pypeeteer automation frame comprises a page component, page display data corresponding to the interface response data are obtained through the page component of the Pypeeteer automation frame, and the page display data can be cached.
S103: and acquiring the database persistent data corresponding to the interface request.
The database stores the persistent real data and acquires the database persistent data corresponding to the interface request. For example, a database connection request can be initiated through pymysql to obtain the real data persisted in the database.
S104: and judging whether the interface response data, the page display data and the database persistent data are consistent, if so, executing the step S105, and if not, executing the step S106.
After the interface response data, the page display data and the database persistent data are respectively obtained, whether the interface response data, the page display data and the database persistent data are consistent or not is judged, namely only when the interface response data, the page display data and the database persistent data are consistent, the judgment result is that the data are consistent, if yes, the data are not mistaken in the whole transmission process, and if not, the data are mistaken in the whole transmission process.
S105: and determining that the data check is passed.
When the interface response data, the page display data and the database persistent data are determined to be consistent, the data are not in error in the whole transmission process, and the data are determined to be verified.
S106: and determining that the data check fails.
When the situation that one party of data is inconsistent with the other two parties of data or the three parties of data are inconsistent is determined in the interface response data, the page display data and the database persistent data, the data are indicated to have errors in the whole transmission process, and the data are determined to be not verified. By adopting a Pyppeteer automatic frame, the interface request can be monitored while the front-end page is operated, a condition is created for data comparison, and then the data of the database is obtained by combining pymysql, so that the data displayed on the front-end page, the data returned by the interface and the persistent data in the database are compared in three ways, a relatively accurate test result is obtained, and when the data in three ways are not completely consistent, the abnormity of the data in one party can be quickly and accurately positioned.
The data verification method provided by the invention is applied to a Pppeteeer automation framework, and comprises the following steps: when an interface request is monitored, intercepting and capturing interface response data; acquiring page display data corresponding to the interface response data; acquiring database persistent data corresponding to the interface request; judging whether the interface response data, the page display data and the database persistence data are consistent; and if so, determining that the data check is passed. Through setting up in the automatic frame of Pyppeteer, when operating the front end page, can monitor the interface request to acquire interface, page, database three-party data simultaneously, compare three-party data, compare completely through system data, realized the comprehensive check-up to data, promoted the accuracy of data, and through the contrast of three-party data, when data is inconsistent, can carry out the error localization fast.
It should be noted that, based on the above embodiments, the embodiments of the present invention also provide corresponding improvements. In the following embodiments, steps that are the same as or correspond to those in the above embodiments may be referred to one another, and corresponding advantageous effects may also be referred to one another, which is not described in detail in the following modified embodiments.
Referring to fig. 2, fig. 2 is a flowchart of another implementation of the data verification method in the embodiment of the present invention, which is applied to a pyppeneer automation framework, and the method may include the following steps:
s201: and when the interface request is monitored, analyzing the monitored interface request to obtain a target interface.
When the interface request is monitored, the interface request comprises a target interface which needs to acquire data. And analyzing the monitored interface request to obtain a target interface, thereby determining which interface needs to be responded by data acquisition.
S202: and intercepting the response content in the target interface to obtain interface response data.
After the target interface is obtained through analysis, the response content in the target interface is intercepted to obtain interface response data, so that the correctness of the interface is ensured, and the misjudgment that the interface response data is inconsistent with the page display data and the database persistence data due to the misjudgment of the interface is avoided.
S203: and acquiring page display data which is displayed to a browser page through front-end js processing of the interface response data.
After the interface response data is returned to the corresponding interface, the interface response data is processed and displayed in a browser page through js (javascript) at the front end. And acquiring page display data which is displayed to a browser page through front-end js processing of the interface response data. If the system finds the data object to be verified through the querySector method of the page object and obtains the content of the detected text.
S204: and acquiring the database persistent data corresponding to the interface request.
S205: and judging whether the interface response data, the page display data and the database persistent data are consistent, if so, executing step S206, and if not, executing step S207.
S206: and determining that the data check is passed.
S207: and collecting verification result data.
When it is determined that one party data is inconsistent with the other two parties data or the three parties data is inconsistent in the port response data, the page display data and the database persistent data, it is indicated that errors occur in the data in the whole transmission process, the data is determined not to pass the verification, and verification result data is collected.
S208: and recording the verification result data.
And after collecting the verification result data, recording the verification result data. The check result data is recorded, so that the abnormal data can be conveniently and accurately positioned subsequently, and the subsequent system maintenance operation is carried out.
The present embodiment is different from the first embodiment corresponding to the technical solution claimed in independent claim 1, and the technical solutions claimed in the dependent claims 2 to 4 are added, and of course, according to different practical situations and requirements, the technical solutions claimed in the dependent claims can be flexibly combined on the basis of not affecting the completeness of the solutions, so as to better meet the requirements of different use scenarios.
Corresponding to the above method embodiment, the present invention further provides a data verification apparatus, and the data verification apparatus described below and the data verification method described above may be referred to correspondingly.
Referring to fig. 3, fig. 3 is a block diagram of a data verification apparatus in an embodiment of the present invention, which is applied to a pyppeneer automation framework, and the apparatus may include:
the interface data intercepting module 31 is used for intercepting interface response data when the interface request is monitored;
the page data acquisition module 32 is configured to acquire page display data corresponding to the interface response data;
a database data obtaining module 33, configured to obtain database persistent data corresponding to the interface request;
the judging module 34 is used for judging whether the interface response data, the page display data and the database persistence data are consistent;
and the verification passing determining module 35 is configured to determine that the data passes verification when the interface response data, the page display data, and the database persistent data are all consistent.
The data verification method provided by the invention is applied to a Pppeteeer automation framework, and comprises the following steps: when an interface request is monitored, intercepting and capturing interface response data; acquiring page display data corresponding to the interface response data; acquiring database persistent data corresponding to the interface request; judging whether the interface response data, the page display data and the database persistence data are consistent; and if so, determining that the data check is passed. Through setting up in the automatic frame of Pyppeteer, when operating the front end page, can monitor the interface request to acquire interface, page, database three-party data simultaneously, compare three-party data, compare completely through system data, realized the comprehensive check-up to data, promoted the accuracy of data, and through the contrast of three-party data, when data is inconsistent, can carry out the error localization fast.
In a specific embodiment of the present invention, the interface data capture module 31 includes:
the request analysis submodule is used for analyzing the monitored interface request to obtain a target interface;
and the interface data interception submodule is used for intercepting the response content in the target interface to obtain interface response data.
In an embodiment of the present invention, the page data obtaining module 32 is a module that obtains page display data that is displayed in a browser page by front-end js processing of the interface response data.
In one embodiment of the present invention, the apparatus may further include:
the verification result collection module is used for collecting verification result data when the interface response data, the page display data and the database persistence data are not completely consistent;
and the data recording module is used for recording the verification result data.
Corresponding to the above method embodiment, referring to fig. 4, fig. 4 is a schematic diagram of a data verification apparatus provided in the present invention, where the apparatus may include:
a memory 332 for storing a computer program;
a processor 322 for implementing the steps of the data verification method of the above-described method embodiments when executing the computer program.
Specifically, referring to fig. 5, fig. 5 is a schematic diagram of a specific structure of a data verification device provided in this embodiment, the data verification device may generate a relatively large difference due to different configurations or performances, and may include a processor (CPU) 322 (for example, one or more processors) and a memory 332, where the memory 332 stores one or more computer applications 342 or data 344. Memory 332 may be, among other things, transient or persistent storage. The program stored in memory 332 may include one or more modules (not shown), each of which may include a sequence of instructions operating on a data processing device. Still further, processor 322 may be configured to communicate with memory 332 to execute a series of instruction operations in memory 332 on data verification device 301.
Data verification apparatus 301 may also include one or more power supplies 326, one or more wired or wireless network interfaces 350, one or more input-output interfaces 358, and/or one or more operating systems 341.
The steps in the data verification method described above may be implemented by the structure of the data verification apparatus.
Corresponding to the above method embodiment, the present invention further provides a computer-readable storage medium having a computer program stored thereon, the computer program, when executed by a processor, implementing the steps of:
when an interface request is monitored, intercepting and capturing interface response data; acquiring page display data corresponding to the interface response data; acquiring database persistent data corresponding to the interface request; judging whether the interface response data, the page display data and the database persistence data are consistent; and if so, determining that the data check is passed.
The computer-readable storage medium may include: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
For the introduction of the computer-readable storage medium provided by the present invention, please refer to the above method embodiments, which are not described herein again.
The embodiments are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same or similar parts among the embodiments are referred to each other. The device, the apparatus and the computer-readable storage medium disclosed in the embodiments correspond to the method disclosed in the embodiments, so that the description is simple, and the relevant points can be referred to the description of the method.
The principle and the implementation of the present invention are explained in the present application by using specific examples, and the above description of the embodiments is only used to help understanding the technical solution and the core idea of the present invention. It should be noted that, for those skilled in the art, it is possible to make various improvements and modifications to the present invention without departing from the principle of the present invention, and those improvements and modifications also fall within the scope of the claims of the present invention.
Claims (10)
1. A data verification method is applied to a Pypeeteer automation framework and comprises the following steps:
when an interface request is monitored, intercepting and capturing interface response data;
acquiring page display data corresponding to the interface response data;
obtaining database persistent data corresponding to the interface request;
judging whether the interface response data, the page display data and the database persistence data are consistent;
and if so, determining that the data check is passed.
2. The data verification method of claim 1, wherein intercepting interface response data when an interface request is snooped comprises:
analyzing the monitored interface request to obtain a target interface;
and intercepting the response content in the target interface to obtain the interface response data.
3. The data verification method of claim 1, wherein obtaining page display data corresponding to the interface response data comprises:
and acquiring page display data which is processed and displayed to a browser page by the front js of the interface response data.
4. The data verification method of any one of claims 1 to 3, further comprising:
when the interface response data, the page display data and the database persistence data are determined to be not completely consistent, collecting verification result data;
and recording the verification result data.
5. A data verification device, which is applied to a Pypeeteer automation framework, comprises:
the interface data acquisition module is used for acquiring interface response data when monitoring the interface request;
the page data acquisition module is used for acquiring page display data corresponding to the interface response data;
the database data acquisition module is used for acquiring database persistent data corresponding to the interface request;
the judging module is used for judging whether the interface response data, the page display data and the database persistence data are consistent or not;
and the verification passing determination module is used for determining that the data passes verification when the interface response data, the page display data and the database persistent data are all consistent.
6. The data verification device of claim 5, wherein the interface data interception module comprises:
the request analysis submodule is used for analyzing the monitored interface request to obtain a target interface;
and the interface data interception submodule is used for intercepting the response content in the target interface to obtain the interface response data.
7. The data verification device according to claim 5, wherein the page data acquisition module is specifically a module that acquires page display data that is displayed in a browser page by front-end js processing of the interface response data.
8. The data verification apparatus according to any one of claims 5 to 7, further comprising:
the verification result collection module is used for collecting verification result data when the interface response data, the page display data and the database persistence data are determined to be not completely consistent;
and the data recording module is used for recording the verification result data.
9. A data verification device, comprising:
a memory for storing a computer program;
a processor for implementing the steps of the data verification method of any one of claims 1 to 4 when executing said computer program.
10. A computer-readable storage medium, having stored thereon a computer program which, when being executed by a processor, carries out the steps of the data verification method according to any one of claims 1 to 4.
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