CN115080401A - Automatic testing method and related device - Google Patents
Automatic testing method and related device Download PDFInfo
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- CN115080401A CN115080401A CN202210705709.6A CN202210705709A CN115080401A CN 115080401 A CN115080401 A CN 115080401A CN 202210705709 A CN202210705709 A CN 202210705709A CN 115080401 A CN115080401 A CN 115080401A
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Abstract
The application discloses an automatic testing method and a related device, which can be applied to the field of artificial intelligence or the field of finance, a first equivalence class is obtained by analyzing a testing rule matrix corresponding to an obtained target testing scene, first data corresponding to the first equivalence class is called, a testing data set is determined, after a testing result is obtained, the testing result is matched with the first equivalence class, and a testing corresponding relation is obtained, wherein the testing corresponding relation is the corresponding relation between the testing result and the first equivalence class. Therefore, after the test result is obtained, the corresponding relation between the test result and the first equivalence class is established by matching the test result with the first equivalence class, the purpose of automatically recording the corresponding relation between the test input and the test output is achieved, and the test efficiency is improved.
Description
Technical Field
The present application relates to the field of data processing technologies, and in particular, to an automated testing method and a related apparatus.
Background
With the development of computer technology, testing software or interfaces is an important means for ensuring the quality of the software or the interfaces, a large number of test cases are designed to test each interface or software in the testing process, so that a corresponding test result is generated, and whether the test is passed or not is evaluated based on the comparison between the test result and an expected result.
After a test of a project (such as a certain interface test) is completed, maintenance and management of test data are required. At present, test data maintenance and management are mainly manually maintained by testers, and due to the fact that workload of test data maintenance and management is large, the manual maintenance and management method has the problems of high maintenance cost, high error probability and low efficiency.
Disclosure of Invention
In order to solve the technical problems, the application provides an automatic testing method and a related device, so that the testing efficiency is improved, and the testing cost is reduced.
The embodiment of the application discloses the following technical scheme:
in one aspect, an embodiment of the present application provides an automated testing method, where the method includes:
acquiring a test rule matrix corresponding to a target test scene;
analyzing the test rule matrix to obtain a first equivalence class corresponding to the target test scene;
calling first data corresponding to the first equivalence class;
determining a test data set of the target test scene according to the first data;
obtaining a test result of the test data set;
matching the test result with the first equivalence class to obtain a test corresponding relation of the target test scene; the test corresponding relationship is the corresponding relationship between the test result and the first equivalence class.
Optionally, the method further includes:
acquiring an interface document to be tested;
and dividing the interface document according to the interface field to obtain a second equivalence class.
Optionally, the method further includes:
determining the first equivalence class from the second equivalence class according to the test requirements of the target test scene;
and combining the equivalence classes in the first equivalence class to obtain the test rule matrix.
Optionally, the matching the test result with the first equivalence class to obtain the test correspondence of the target test scenario includes:
extracting key information in the test result, wherein the key information is a category identification of the first equivalence class;
and matching the test result with the first equivalence class according to the key information to obtain the test corresponding relation.
Optionally, the determining a test data set of the target test scenario according to the first data includes:
and processing the first data by utilizing an orthogonal method to generate the test data set.
Optionally, after obtaining the test correspondence of the target test scenario, the method further includes:
and generating a test report of the target test scene according to the test corresponding relation.
On the other hand, the embodiment of the present application provides an automatic testing device, the device includes an obtaining unit, an analyzing unit, a calling unit, a determining unit, and a matching unit:
the acquisition unit is used for acquiring a test rule matrix corresponding to a target test scene;
the analysis unit is used for analyzing the test rule matrix to obtain a first equivalence class corresponding to the target test scene;
the calling unit is used for calling first data corresponding to the first equivalence class;
the determining unit is used for determining a test data set of the target test scene according to the first data;
the obtaining unit is further configured to obtain a test result of the test data set;
the matching unit is used for matching the test result with the first equivalence class to obtain a test corresponding relation of the target test scene; the test corresponding relationship is the corresponding relationship between the test result and the first equivalence class.
Optionally, the obtaining unit is further configured to:
acquiring an interface document to be tested;
and dividing the interface document according to the interface field to obtain a second equivalence class.
Optionally, the determining unit is further configured to:
determining the first equivalence class from the second equivalence class according to the test requirements of the target test scene;
and combining the equivalence classes in the first equivalence class to obtain the test rule matrix.
Optionally, the matching unit is further configured to:
extracting key information in the test result, wherein the key information is a category identification of the first equivalence class;
and matching the test result with the first equivalence class according to the key information to obtain the test corresponding relation.
Optionally, the determining unit is further configured to:
and processing the first data by an orthogonal method to generate the test data set.
Optionally, after obtaining the test correspondence of the target test scenario, the determining unit is further configured to:
and generating a test report of the target test scene according to the test corresponding relation.
In yet another aspect, an embodiment of the present application provides a computer device, including a processor and a memory:
the memory is used for storing program codes and transmitting the program codes to the processor;
the processor is configured to execute the automated testing method of the above aspect according to instructions in the program code.
In yet another aspect, the present application provides a computer-readable storage medium for storing a computer program for executing the automated testing method of the above aspect.
In yet another aspect, embodiments of the present application provide a computer program product comprising instructions which, when run on a computer, cause the computer to perform the automated testing method of the above aspect.
According to the technical scheme, the test rule matrix corresponding to the target test scene is obtained, the test rule matrix is analyzed to obtain the first equivalence class corresponding to the test scene, the first data corresponding to the first equivalence class is called, and the test data set of the test scene is determined, so that the test of the test scene is completed by using the test data set; and finally, after the test result corresponding to the test data set is obtained, matching the test result with the first equivalence class to obtain a test corresponding relation, wherein the test corresponding relation is the corresponding relation between the test result and the first equivalence class. Based on the above, the automatic test for the target test scene is realized by using the mode of the test rule matrix and the equivalence class, and the test data set is generated according to the first data corresponding to the first equivalence class, so that after the test result is obtained, the corresponding relation between the test result and the first equivalence class is established by matching the test result and the first equivalence class, the purpose of automatically recording the corresponding relation between the test input and the test output is realized, and compared with the mode of manually maintaining and managing the test data, the test efficiency is improved, and the test cost is reduced.
Drawings
In order to more clearly illustrate the embodiments of the present application 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 application, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a flowchart of an automated testing method according to an embodiment of the present disclosure;
fig. 2 is a device structure diagram of an automatic testing device according to an embodiment of the present disclosure.
Detailed Description
In order to make the technical solutions of the present application better understood, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. 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 application.
After a test of a project (for example, a certain interface test) is completed, maintenance and management of test data are also required, for example, maintaining and managing a corresponding relationship between input data and output results in the test process.
In the related art, the maintenance and management of test data are mainly manually maintained by a tester. Due to the fact that the workload of maintenance and management of test data is large, the method of manual maintenance and management has the problems of high maintenance cost, low efficiency and high possibility of errors, and particularly when the test environment is changed or an interface is changed.
Therefore, the application provides an automatic testing method and a related device, so that the testing efficiency is improved, and the testing cost is reduced.
It should be noted that the automated testing method and the related device provided by the application can be used in the field of artificial intelligence or the field of finance. The foregoing is merely an example and is not intended to limit the scope of the invention in any way.
The following examples are intended to illustrate in particular:
fig. 1 is a flowchart of a method of an automated testing method according to an embodiment of the present application, where the method includes S101-S106:
s101: and acquiring a test rule matrix corresponding to the target test scene.
S102: and analyzing the test rule matrix to obtain a first equivalence class corresponding to the target test scene.
It should be noted that different test scenarios correspond to different test requirements, and the test is usually completed by constructing test data corresponding to the test scenarios as test input.
For the test of the target test scenario, after the target test scenario is determined, the test rule matrix corresponding to the test scenario is first obtained, and then the test rule matrix is analyzed to obtain the first equivalence class of the target test scenario. The test rule matrix may be pre-constructed, and specifically, may be pre-constructed based on a specific test scenario and a test requirement thereof.
In one possible implementation, the test rule matrix may be constructed by combining equivalence classes of interface documents according to a test scenario or a business transaction scenario.
Based on this, the equivalence class can be constructed first, and specifically, the equivalence class can be constructed as follows:
acquiring an interface document to be tested;
and dividing the interface document according to the interface field to obtain a second equivalence class.
And for a certain test scene, dividing the interface document according to the mode of the interface field to obtain a second equivalence class. It should be noted that, in the process of dividing and constructing the equivalence classes, each equivalence class may be used as an equivalence class category, and the category identification of the equivalence class is determined based on parameters such as the interface field.
In one possible implementation, the equivalence class may be described in the form of a regular expression, facilitating maintenance and test invocation.
Further, the test rule matrix may be constructed by:
determining the first equivalence class from the second equivalence class according to the test requirements of the target test scene;
and combining the equivalence classes in the first equivalence class to obtain the test rule matrix.
The second equivalence class is constructed according to the interface document to be tested, and then the first equivalence class can be determined from the second equivalence class according to the test requirement of the second equivalence class aiming at a specific test scene, namely a target test scene, and then all the equivalence classes in the first equivalence class are combined to generate a test rule matrix of the target test scene. It should be noted that one test scenario or service transaction scenario may correspond to one test rule matrix, or may correspond to multiple test rule matrices, and specifically, the test rule matrix corresponding to the test scenario or service transaction scenario may be constructed according to actual test requirements.
It can be understood that when the interface is changed or the test environment is changed, the equivalence class, the regular expression of the equivalence class and the test rule matrix can be adjusted, modified or supplemented, and a large amount of test data does not need to be modified and maintained, so that the maintenance cost of the test data is reduced.
S103: and calling first data corresponding to the first equivalence class.
S104: and determining a test data set of the target test scene according to the first data.
After an equivalence class set, namely a first equivalence class, contained in the test rule matrix is obtained by analyzing each rule in the test rule matrix, first data corresponding to the first equivalence class can be called, and then a test data set of a target test scene is determined according to the first data.
In a possible implementation manner, data corresponding to each equivalence class may be called as the first data through a class identifier of each equivalence class in the first equivalence class. It should be noted that, for each equivalence class, data corresponding to the equivalence class may be generated randomly or sequentially by parsing the regular expression of the equivalence class, so as to facilitate system invocation.
The first data is the original data corresponding to the first equivalence class, and the first equivalence class is obtained by analyzing the test rule matrix corresponding to the target test scene, so that the first data can cover the current target test scene. Based on this, a test data set of the target test scenario may be determined according to the first data, and the following manner is provided as an example in the embodiment of the present application:
in order to increase the test coverage, in a possible implementation manner, the first data may be directly used as a test data set of a target test scenario, and then a subsequent test is completed based on the test data set, so that the test coverage is increased.
In order to improve the accuracy of the test effect, in a possible implementation manner, the first data may be processed by an orthogonal method to generate a test data set.
In order to save testing resources, in one possible implementation, the first data may be processed by using a random method to generate a testing data set. For example, part of the first data is randomly called as a test data set, so that the size of test data for test input can be reduced, and test resources are saved to a certain extent.
S105: and acquiring a test result of the test data set.
The test data set is used as test input, and after the test is finished, the test result of the test data is obtained so as to analyze whether the test passes or not, test the performance of the interface and the like according to the test result.
In one possible implementation, the test result fed back by the background system may be obtained.
In a possible implementation manner, the test data set may generate an input packet of the test data in a splicing manner, and then the background system processes the input packet to generate a feedback packet serving as a test result.
S106: and matching the test result with the first equivalence class to obtain a test corresponding relation of the target test scene.
Because the test data set is generated according to the first data, and the first data is the data corresponding to the first equivalence class, after the test result of the test data set is obtained, the test corresponding relation can be established by matching the test result with the first equivalence class, so that the subsequent maintenance and the like are facilitated. Wherein, the test corresponding relationship is the corresponding relationship between the test result and the first equivalence class.
In test data maintenance, maintenance of the correspondence between test inputs and test outputs is an important part of test data maintenance, and usually, a tester manually records the correspondence between test data as test inputs and test results as test outputs and maintains the correspondence. Therefore, by the method provided by the embodiment of the application, the corresponding relation between the test input and the test output can be automatically recorded, so that the test efficiency is improved, and the test maintenance cost is reduced.
In one possible implementation, S106 may include the following steps:
s1061: extracting key information in the test result, wherein the key information is a category identification of the first equivalence class;
s1062: and matching the test result with the first equivalence class according to the key information to obtain the test corresponding relation.
Specifically, the key information can be extracted from the test result, and the test result is matched with the first equivalence class according to the key information to generate the test correspondence. Wherein the key information may be a category identification of the first equivalence class.
It should be noted that, since the first equivalence class may include one equivalence class or a plurality of equivalence classes, when one equivalence class is included, the class identifier of the equivalence class is used as the class identifier of the first equivalence class, and when a plurality of equivalence classes are included, the class identifier of the first equivalence class includes the class identifiers of the plurality of equivalence classes in the first equivalence class.
After the test is completed, in order to facilitate displaying the test result, so as to obtain the service transaction data or adjust the service transaction rule according to the test result, in a possible implementation manner, after obtaining the test corresponding relationship of the target test scenario, the method further includes:
and generating a test report of the target test scene according to the test corresponding relation.
Because the test correspondence is used for representing the correspondence between the test input and the test output, a test report can be generated according to the test correspondence. The test report may include key information such as a test rule matrix, a category identifier of each equivalence class included in the first equivalence class, and a test result, and the content of the test report may be set according to an actual situation, which is not limited in this application.
In the bank transaction business, the method is important for testing and maintaining the customer and the customer account data, the equivalence classes can be combined according to the actual test scene to generate a test rule matrix, and then the test is completed through the method.
Specifically, the setting can be performed in combination with the actual service, and the embodiment of the present application provides a setting mode according to fields such as a customer type, a customer number, an account type, and an account subclass, in combination with actual service requirements, as shown in tables 1 and 2 below:
TABLE 1
TABLE 2
The equivalence class is described in a regular expression form, so that later maintenance and test calling are facilitated.
According to the technical scheme, the test rule matrix corresponding to the target test scene is obtained, the test rule matrix is analyzed to obtain the first equivalence class corresponding to the test scene, the first data corresponding to the first equivalence class is called, and the test data set of the test scene is determined, so that the test of the test scene is completed by using the test data set; and finally, after the test result corresponding to the test data set is obtained, matching the test result with the first equivalence class to obtain a test corresponding relation, wherein the test corresponding relation is the corresponding relation between the test result and the first equivalence class. Based on the above, the automatic test for the target test scene is realized by using the mode of the test rule matrix and the equivalence class, and the test data set is generated according to the first data corresponding to the first equivalence class, so that after the test result is obtained, the corresponding relation between the test result and the first equivalence class is established by matching the test result and the first equivalence class, the purpose of automatically recording the corresponding relation between the test input and the test output is realized, and compared with the mode of manually maintaining and managing the test data, the test efficiency is improved, and the test cost is reduced.
Fig. 2 is a device structure diagram of an automatic testing device according to an embodiment of the present application, where the device includes an obtaining unit 201, an analyzing unit 202, a calling unit 203, a determining unit 204, and a matching unit 205:
the obtaining unit 201 is configured to obtain a test rule matrix corresponding to a target test scenario;
the analysis unit 202 is configured to analyze the test rule matrix to obtain a first equivalence class corresponding to the target test scenario;
the calling unit 203 is configured to call first data corresponding to the first equivalence class;
the determining unit 204 is configured to determine a test data set of the target test scenario according to the first data;
the obtaining unit 205 is further configured to obtain a test result of the test data set;
the matching unit 206 is configured to match the test result with the first equivalence class to obtain a test correspondence of the target test scenario; the test corresponding relationship is the corresponding relationship between the test result and the first equivalence class.
Optionally, the obtaining unit is further configured to:
acquiring an interface document to be tested;
and dividing the interface document according to the interface field to obtain a second equivalence class.
Optionally, the determining unit is further configured to:
determining the first equivalence class from the second equivalence class according to the test requirements of the target test scene;
and combining the equivalence classes in the first equivalence class to obtain the test rule matrix.
Optionally, the matching unit is further configured to:
extracting key information in the test result, wherein the key information is a category identification of the first equivalence class;
and matching the test result with the first equivalence class according to the key information to obtain the test corresponding relation.
Optionally, the determining unit is further configured to:
and processing the first data by utilizing an orthogonal method to generate the test data set.
Optionally, after obtaining the test correspondence of the target test scenario, the determining unit is further configured to:
and generating a test report of the target test scene according to the test corresponding relation.
According to the technical scheme, the test rule matrix corresponding to the target test scene is obtained, the test rule matrix is analyzed to obtain the first equivalence class corresponding to the test scene, the first data corresponding to the first equivalence class is called, and the test data set of the test scene is determined, so that the test of the test scene is completed by using the test data set; and finally, after the test result corresponding to the test data set is obtained, matching the test result with the first equivalence class to obtain a test corresponding relation, wherein the test corresponding relation is the corresponding relation between the test result and the first equivalence class. Based on the above, the automatic test for the target test scene is realized by using the mode of the test rule matrix and the equivalence class, and the test data set is generated according to the first data corresponding to the first equivalence class, so that after the test result is obtained, the corresponding relation between the test result and the first equivalence class is established by matching the test result and the first equivalence class, the purpose of automatically recording the corresponding relation between the test input and the test output is realized, and compared with the mode of manually maintaining and managing the test data, the test efficiency is improved, and the test cost is reduced.
In yet another aspect, an embodiment of the present application provides a computer device, including a processor and a memory:
the memory is used for storing program codes and transmitting the program codes to the processor;
the processor is used for executing the automatic test method provided by the embodiment according to the instructions in the program codes.
The computer device may include a terminal device or a server, and the aforementioned automated testing equipment may be configured in the computer device.
In another aspect, the present application further provides a storage medium, where the storage medium is used to store a computer program, and the computer program is used to execute the automated testing method provided by the foregoing embodiment.
In addition, the embodiment of the present application also provides a computer program product including instructions, which when run on a computer, causes the computer to execute the automated testing method provided by the above embodiment.
Those of ordinary skill in the art will understand that: all or part of the steps for realizing the method embodiments can be completed by hardware related to program instructions, the program can be stored in a computer readable storage medium, and the program executes the steps comprising the method embodiments when executed; and the aforementioned storage medium may be at least one of the following media: various media that can store program codes, such as Read-only Memory (ROM), RAM, magnetic disk, or optical disk.
For the device embodiments, since they substantially correspond to the method embodiments, reference may be made to the partial description of the method embodiments for relevant points. The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The above detailed description of an automated testing method and related apparatus provided by the embodiments of the present application has been provided, and specific examples are used herein to illustrate the principles and implementations of the present application, and the above description of the embodiments is only provided to help understand the method of the present application. Also, variations in the specific embodiments and applications of the methods of the present application will occur to those skilled in the art.
In summary, the present disclosure should not be construed as limiting the present application, and any changes or substitutions that can be easily conceived by one skilled in the art within the technical scope of the present disclosure should be covered within the protection scope of the present application. Moreover, the present application can be further combined to provide more implementations on the basis of the implementations provided by the above aspects.
Claims (10)
1. An automated testing method, the method comprising:
acquiring a test rule matrix corresponding to a target test scene;
analyzing the test rule matrix to obtain a first equivalence class corresponding to the target test scene;
calling first data corresponding to the first equivalence class;
determining a test data set of the target test scene according to the first data;
obtaining a test result of the test data set;
matching the test result with the first equivalence class to obtain a test corresponding relation of the target test scene; the test corresponding relationship is the corresponding relationship between the test result and the first equivalence class.
2. The method of claim 1, further comprising:
acquiring an interface document to be tested;
and dividing the interface document according to the interface field to obtain a second equivalence class.
3. The method of claim 2, further comprising:
determining the first equivalence class from the second equivalence class according to the test requirements of the target test scene;
and combining the equivalence classes in the first equivalence class to obtain the test rule matrix.
4. The method of claim 1, wherein the matching the test result with the first equivalence class to obtain the test correspondence of the target test scenario comprises:
extracting key information in the test result, wherein the key information is a category identification of the first equivalence class;
and matching the test result with the first equivalence class according to the key information to obtain the test corresponding relation.
5. The method of claim 1, wherein determining a test data set for the target test scenario from the first data comprises:
and processing the first data by utilizing an orthogonal method to generate the test data set.
6. The method according to any one of claims 1 to 5, further comprising, after the obtaining of the test correspondence of the target test scenario:
and generating a test report of the target test scene according to the test corresponding relation.
7. An automatic testing device is characterized by comprising an acquisition unit, an analysis unit, a calling unit, a determination unit and a matching unit:
the acquisition unit is used for acquiring a test rule matrix corresponding to a target test scene;
the analysis unit is used for analyzing the test rule matrix to obtain a first equivalence class corresponding to the target test scene;
the calling unit is used for calling first data corresponding to the first equivalence class;
the determining unit is used for determining a test data set of the target test scene according to the first data;
the obtaining unit is further configured to obtain a test result of the test data set;
the matching unit is used for matching the test result with the first equivalence class to obtain a test corresponding relation of the target test scene; the test corresponding relationship is the corresponding relationship between the test result and the first equivalence class.
8. A computer device, the computer device comprising a processor and a memory:
the memory is used for storing program codes and transmitting the program codes to the processor;
the processor is configured to perform the method of any of claims 1-6 according to instructions in the program code.
9. A computer-readable storage medium, characterized in that the computer-readable storage medium is used to store a computer program for performing the method of any of claims 1-6.
10. A computer program product comprising instructions which, when run on a computer, cause the computer to perform the method of any one of claims 1-6.
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