CN113377652A - Test data generation method and device - Google Patents
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Abstract
The invention discloses a test data generation method and a device, which can be used in the financial field or other technical fields, and the method comprises the following steps: receiving a test data generation instruction, wherein the test data generation instruction comprises: information of a service function to be tested in the distributed service system; determining test manufacture number services corresponding to the business functions, wherein each test manufacture number service is used for calling a database of a server node corresponding to the test manufacture number service in the distributed business system according to a data preparation function corresponding to the test manufacture number service to generate test data; and executing the test number making service to finish the test data generation. The invention is beneficial to improving the generation efficiency of the test data of the distributed service system.
Description
Technical Field
The invention relates to the technical field of testing, in particular to a method and a device for generating test data.
Background
The preparation of test data is an important link in the test process of a service system, the quality and efficiency of the number production are directly related to the quality and progress of test work, and in a distributed service system, because of more server nodes, data are stored in different node databases in a scattered manner, data redundancy is increased, the association relationship between tables is more complex, and the difficulty of test data preparation is invisibly increased.
The currently common test data generation method is to encapsulate the related operations of test data preparation into multiple types of data preparation functions, each test configuration service can generate a type of business entity data (such as product information, vendor information, customer information, transaction information, etc.), and the server node stores one or more data preparation functions locally according to the needs. When generating test data, a user calls a local database on each server node according to the data preparation function, and the test data generated by each server node in the local database is realized. The existing test data generation method needs a user to select data preparation functions on each server node one by one and then generate test data in a local database of each server node one by one, and has the problems of time and labor waste, low efficiency and the like.
Disclosure of Invention
The present invention provides a method and an apparatus for generating test data to solve the technical problems in the background art.
In order to achieve the above object, according to an aspect of the present invention, there is provided a test data generating method including:
receiving a test data generation instruction, wherein the test data generation instruction comprises: information of a service function to be tested in the distributed service system;
determining test manufacture number services corresponding to the business functions, wherein each test manufacture number service is used for calling a database of a server node corresponding to the test manufacture number service in the distributed business system according to a data preparation function corresponding to the test manufacture number service to generate test data;
and executing the test number making service to finish the test data generation.
Optionally, a plurality of test configuration services corresponding to the service functions are provided;
the method further comprises the following steps:
determining an execution path corresponding to the business function, wherein the execution path records an execution sequence of each test number service corresponding to the business function;
the executing the test configuration service specifically includes:
and executing each test manufacture number service corresponding to the service function according to the execution path.
Optionally, the test data generating method further includes:
acquiring a data preparation function corresponding to each service function and test environment information of each service function, wherein the test environment information comprises: information of corresponding server nodes in the distributed service system;
and generating a test manufacture number service corresponding to each service function according to the data preparation function corresponding to each service function and the test environment information of each service function.
Optionally, the test data generating method further includes:
acquiring a service tree of the distributed service system, wherein the service tree comprises a plurality of service functions;
and performing one-to-many mapping on each service function and the test number service in the service tree, and storing the mapping relation into a mapping relation table.
Optionally, the determining the test configuration service corresponding to the service function specifically includes:
and determining the test manufacture number service corresponding to the business function according to the mapping relation table.
Optionally, the test data generation instruction is specifically generated by selecting a service function to be tested on the service tree by a user.
In order to achieve the above object, according to another aspect of the present invention, there is provided a test data generating apparatus including:
a test data generation instruction receiving module, configured to receive a test data generation instruction, where the test data generation instruction includes: information of a service function to be tested in the distributed service system;
a test manufacture number service determining module, configured to determine a test manufacture number service corresponding to the service function, where each test manufacture number service is configured to call, according to a data preparation function corresponding to the test manufacture number service, a database of a server node corresponding to the test manufacture number service in the distributed service system, to generate test data;
and the test data generation module is used for executing the test manufacture number service and finishing the generation of the test data.
Optionally, a plurality of test configuration services corresponding to the service functions are provided;
the device further comprises:
an execution path determining module, configured to determine an execution path corresponding to the service function, where the execution path records an execution sequence of each test configuration service corresponding to the service function;
the test data generating module is specifically configured to execute each test configuration service corresponding to the service function according to the execution path.
In order to achieve the above object, according to another aspect of the present invention, there is also provided a computer device including a memory, a processor, and a computer program stored on the memory and executable on the processor, the processor implementing the steps in the test data generation method when executing the computer program.
In order to achieve the above object, according to another aspect of the present invention, there is also provided a computer-readable storage medium storing a computer program which, when executed in a computer processor, implements the steps in the above test data generation method.
The invention has the beneficial effects that: the embodiment of the invention sets the corresponding test manufacture service for each service function of the distributed service system, wherein each test manufacture service is used for calling the database of the corresponding server node of the test manufacture service in the distributed service system according to the data preparation function corresponding to the test manufacture service to generate the test data.
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 introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts. In the drawings:
FIG. 1 is a first flowchart of a test data generation method according to an embodiment of the present invention;
FIG. 2 is a second flowchart of a test data generation method according to an embodiment of the present invention;
FIG. 3 is a third flowchart of a test data generation method according to an embodiment of the present invention;
FIG. 4 is a flow chart of test number service scheduling according to an embodiment of the present invention;
FIG. 5 is a flow chart illustrating a single test pattern service according to an embodiment of the present invention;
FIG. 6 is a block diagram of a test data generating apparatus according to an embodiment of the present invention;
FIG. 7 is a schematic diagram of a computer apparatus according to an embodiment of the present invention.
Detailed Description
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, 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 invention.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
It should be noted that the terms "comprises" and "comprising," and any variations thereof, in the description and claims of the present invention and the above-described drawings, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
It should be noted that the embodiments and features of the embodiments may be combined with each other without conflict. The present invention will be described in detail below with reference to the embodiments with reference to the attached drawings.
The invention provides a test data generation method based on a service tree and an execution path, which integrates a single data preparation function, increases a test environment selection link, encapsulates the test environment selection link into a uniform test number service, reduces the execution steps of code redundancy and multi-database number, and supports multi-environment parallel generation of test data. Meanwhile, the invention binds the test number service with the service tree, and arranges the scheduling sequence of the test number service, defines the execution path, realizes the service scene level and the execution dependence visualization test data preparation mode, and ensures the consistency of data preparation and service meaning.
Fig. 1 is a first flowchart of a test data generating method according to an embodiment of the present invention, as shown in fig. 1, in an embodiment of the present invention, the test data generating method of the present invention includes steps S101 to S103.
Step S101, receiving a test data generation instruction, wherein the test data generation instruction comprises: information of the service function to be tested in the distributed service system.
Step S102, determining test manufacture number services corresponding to the business functions, wherein each test manufacture number service is used for calling a database of a server node corresponding to the test manufacture number service in the distributed business system according to a data preparation function corresponding to the test manufacture number service to generate test data.
In the embodiment of the invention, a plurality of test manufacture services are set according to the data preparation function, and the incidence relation between the business function and the test manufacture services is established.
In the embodiment of the present invention, each test configuration service is used to generate a type of business entity data (such as product information, vendor information, customer information, transaction information, etc.), and the business entity data is the test data. In order to adapt to the condition of multiple nodes and multiple databases of a distributed system, the method optimizes the original test data preparation function, integrates the same type of data preparation functions of different node databases, encapsulates the same type of data preparation functions into a uniform test numbering service, enables the uniform test data to be generated in the multiple databases by calling the test numbering service once, reduces code redundancy and multiple database test data preparation steps, parameterizes the called databases and API (application programming interface), dynamically modifies the test environment executed by the test numbering service according to user selection, and realizes multi-environment seamless switching numbering.
Step S103, executing the test number making service and finishing the generation of test data.
Fig. 5 is a schematic diagram of a single test manufacture service execution flow according to an embodiment of the present invention, and as shown in fig. 5, in an embodiment of the present invention, the single test manufacture service execution flow specifically includes the following steps:
determining a test environment for executing the test number service; reading a database and configuration information of a server node corresponding to the test environment from the configuration file; establishing a corresponding environment database/API connection; performing a related database/API operation according to the data preparation function; and generating test data in the corresponding test environment.
Therefore, the invention sets the corresponding test manufacture service for each service function of the distributed service system, wherein each test manufacture service is used for calling the database of the server node corresponding to the test manufacture service in the distributed service system according to the data preparation function corresponding to the test manufacture service to generate the test data.
In an embodiment of the present invention, the number of test configuration services corresponding to the service function is multiple.
In an embodiment of the present invention, the method of the present invention specifically further includes:
and determining an execution path corresponding to the business function, wherein the execution path records the execution sequence of each test number service corresponding to the business function.
In an embodiment of the present invention, the executing the test configuration service in step S103 specifically includes:
and executing each test manufacture number service corresponding to the service function according to the execution path.
Fig. 2 is a second flowchart of the test data generating method according to the embodiment of the present invention, as shown in fig. 2, in an embodiment of the present invention, the test data generating method further includes step S201 and step S202.
Step S201, obtaining a data preparation function corresponding to each service function and test environment information of each service function, where the test environment information includes: information of corresponding server nodes in the distributed service system.
Step S202, generating a test configuration service corresponding to each service function according to the data preparation function corresponding to each service function and the test environment information corresponding to each service function.
Fig. 3 is a third flowchart of the test data generating method according to the embodiment of the present invention, and as shown in fig. 3, in an embodiment of the present invention, the test data generating method further includes step S301 and step S302.
Step S301, a service tree of the distributed service system is obtained, wherein the service tree includes a plurality of service functions.
In an embodiment of the present invention, the present invention classifies the service functions of the distributed service system, and stores the service functions and the flow scenes of the distributed service system in a tree structure, which can be generally classified into three stages.
Step S302, each business function in the business tree and the test manufacture number service are mapped in a one-to-many mode, and the mapping relation is stored in a mapping relation table.
In one embodiment of the invention, the invention binds the service tree of the distributed service system with the test manufacture service, and endows the test manufacture service with service meaning. In an embodiment of the invention, the business functions of the business tree and the test manufacture service are mapped one to many through the foreground operation of a user, and the mapping relation is stored in the mapping relation table, so that the binding of the business tree and the test manufacture service is realized.
In an embodiment of the present invention, the determining the test configuration service corresponding to the service function in step S102 specifically includes:
and determining the test manufacture number service corresponding to the business function according to the mapping relation table.
In an embodiment of the present invention, the present invention further defines an execution path and a dependency relationship of each test artifact service, and the present invention sorts the execution order of the plurality of test artifact services bound to each service function in the service tree, and defines the execution path of the test artifact service, so as to facilitate the subsequent invocation of the test artifact service according to the execution path.
In an embodiment of the present invention, the test data generation instruction is specifically generated by a user selecting a service function to be tested on the service tree. Specifically, as shown in fig. 4, a user first selects a specific service function on the service tree, and then obtains the test number service corresponding to the selected service function and the execution path between services, and completes the sequential call of all the test number services according to the definition of the execution path, thereby implementing the generation of service scene-level test data.
It can be seen from the above embodiments that the present invention provides a test data generation method based on a service tree and an execution path, which can reduce code redundancy of a test data preparation function and execution steps of multi-database configuration, support multi-environment parallel generation of test data, implement a service scene level, execute a test data preparation method that depends on visualization, and ensure consistency between data preparation and service meaning.
It should be noted that the steps illustrated in the flowcharts of the figures may be performed in a computer system such as a set of computer-executable instructions and that, although a logical order is illustrated in the flowcharts, in some cases, the steps illustrated or described may be performed in an order different than presented herein.
Based on the same inventive concept, an embodiment of the present invention further provides a test data generation apparatus, which can be used to implement the test data generation method described in the above embodiment, as described in the following embodiments. Because the principle of the test data generation apparatus for solving the problem is similar to that of the test data generation method, the embodiment of the test data generation apparatus can be referred to as the embodiment of the test data generation method, and repeated details are not repeated. As used hereinafter, the term "unit" or "module" may be a combination of software and/or hardware that implements a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
Fig. 6 is a block diagram of a test data generating apparatus according to an embodiment of the present invention, and as shown in fig. 6, in an embodiment of the present invention, the test data generating apparatus of the present invention includes:
a test data generation instruction receiving module 1, configured to receive a test data generation instruction, where the test data generation instruction includes: information of a service function to be tested in the distributed service system;
a test manufacture number service determining module 2, configured to determine a test manufacture number service corresponding to the service function, where each test manufacture number service is configured to call, according to a data preparation function corresponding to the test manufacture number service, a database of a server node corresponding to the test manufacture number service in the distributed service system, to generate test data;
and the test data generation module 3 is used for executing the test manufacture number service and finishing the generation of the test data.
In an embodiment of the present invention, the number of test configuration services corresponding to the service function is multiple; the apparatus of the present invention further comprises:
an execution path determining module, configured to determine an execution path corresponding to the service function, where the execution path records an execution sequence of each test configuration service corresponding to the service function;
the test data generating module is specifically configured to execute each test configuration service corresponding to the service function according to the execution path.
In an embodiment of the present invention, the test data generating apparatus of the present invention further includes:
a configuration information obtaining module, configured to obtain a data preparation function corresponding to each service function and test environment information of each service function, where the test environment information includes: information of corresponding server nodes in the distributed service system;
and the test manufacture service establishing module is used for generating the test manufacture service corresponding to each business function according to the data preparation function corresponding to each business function and the test environment information corresponding to each business function.
In an embodiment of the present invention, the test data generating apparatus of the present invention further includes:
a service tree data obtaining module, configured to obtain a service tree of the distributed service system, where the service tree includes a plurality of service functions;
and the mapping relation table establishing module is used for performing one-to-many mapping on each service function and the test number service in the service tree and storing the mapping relation into a mapping relation table.
In an embodiment of the present invention, the test number service determining module 2 is specifically configured to determine the test number service corresponding to the service function according to the mapping relation table.
To achieve the above object, according to another aspect of the present application, there is also provided a computer apparatus. As shown in fig. 7, the computer device comprises a memory, a processor, a communication interface and a communication bus, wherein a computer program that can be run on the processor is stored in the memory, and the steps of the method of the above embodiment are realized when the processor executes the computer program.
The processor may be a Central Processing Unit (CPU). The Processor may also be other general purpose processors, Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete Gate or transistor logic devices, discrete hardware components, or a combination thereof.
The memory, which is a non-transitory computer readable storage medium, may be used to store non-transitory software programs, non-transitory computer executable programs, and units, such as the corresponding program units in the above-described method embodiments of the present invention. The processor executes various functional applications of the processor and the processing of the work data by executing the non-transitory software programs, instructions and modules stored in the memory, that is, the method in the above method embodiment is realized.
The memory may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created by the processor, and the like. Further, the memory may include high speed random access memory, and may also include non-transitory memory, such as at least one disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, the memory optionally includes memory located remotely from the processor, and such remote memory may be coupled to the processor via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The one or more units are stored in the memory and when executed by the processor perform the method of the above embodiments.
The specific details of the computer device may be understood by referring to the corresponding related descriptions and effects in the above embodiments, and are not described herein again.
In order to achieve the above object, according to another aspect of the present application, there is also provided a computer-readable storage medium storing a computer program which, when executed in a computer processor, implements the steps in the above test data generation method. It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by a computer program, which can be stored in a computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. The storage medium may be a magnetic Disk, an optical Disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a Flash Memory (Flash Memory), a Hard Disk (Hard Disk Drive, abbreviated as HDD) or a Solid State Drive (SSD), etc.; the storage medium may also comprise a combination of memories of the kind described above.
It will be apparent to those skilled in the art that the modules or steps of the present invention described above may be implemented by a general purpose computing device, they may be centralized on a single computing device or distributed across a network of multiple computing devices, and they may alternatively be implemented by program code executable by a computing device, such that they may be stored in a storage device and executed by a computing device, or fabricated separately as individual integrated circuit modules, or fabricated as a single integrated circuit module from multiple modules or steps. Thus, the present invention is not limited to any specific combination of hardware and software.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A method for generating test data, comprising:
receiving a test data generation instruction, wherein the test data generation instruction comprises: information of a service function to be tested in the distributed service system;
determining test manufacture number services corresponding to the business functions, wherein each test manufacture number service is used for calling a database of a server node corresponding to the test manufacture number service in the distributed business system according to a data preparation function corresponding to the test manufacture number service to generate test data;
and executing the test number making service to finish the test data generation.
2. The method according to claim 1, wherein the number of test configuration services corresponding to the service function is plural;
the method further comprises the following steps:
determining an execution path corresponding to the business function, wherein the execution path records an execution sequence of each test number service corresponding to the business function;
the executing the test configuration service specifically includes:
and executing each test manufacture number service corresponding to the service function according to the execution path.
3. The test data generation method of claim 1, further comprising:
acquiring a data preparation function corresponding to each service function and test environment information of each service function, wherein the test environment information comprises: information of corresponding server nodes in the distributed service system;
and generating a test manufacture number service corresponding to each service function according to the data preparation function corresponding to each service function and the test environment information of each service function.
4. The test data generation method according to claim 2, further comprising:
acquiring a service tree of the distributed service system, wherein the service tree comprises a plurality of service functions;
and performing one-to-many mapping on each service function and the test number service in the service tree, and storing the mapping relation into a mapping relation table.
5. The method for generating test data according to claim 4, wherein the determining the test number service corresponding to the service function specifically includes:
and determining the test manufacture number service corresponding to the business function according to the mapping relation table.
6. The method according to claim 4, wherein the test data generation instruction is generated by a user selecting a service function to be tested on the service tree.
7. A test data generation apparatus, comprising:
a test data generation instruction receiving module, configured to receive a test data generation instruction, where the test data generation instruction includes: information of a service function to be tested in the distributed service system;
a test manufacture number service determining module, configured to determine a test manufacture number service corresponding to the service function, where each test manufacture number service is configured to call, according to a data preparation function corresponding to the test manufacture number service, a database of a server node corresponding to the test manufacture number service in the distributed service system, to generate test data;
and the test data generation module is used for executing the test manufacture number service and finishing the generation of the test data.
8. The apparatus according to claim 7, wherein the service function corresponds to a plurality of test configuration services;
the device further comprises:
an execution path determining module, configured to determine an execution path corresponding to the service function, where the execution path records an execution sequence of each test configuration service corresponding to the service function;
the test data generating module is specifically configured to execute each test configuration service corresponding to the service function according to the execution path.
9. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the method of any of claims 1 to 6 when executing the computer program.
10. A computer-readable storage medium, in which a computer program is stored which, when executed in a computer processor, implements the method of any one of claims 1 to 6.
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| CN114238343A (en) * | 2021-12-23 | 2022-03-25 | 南京华飞数据技术有限公司 | Implementation method of multidimensional variability automatic data model based on big data |
| CN114238343B (en) * | 2021-12-23 | 2022-10-28 | 南京华飞数据技术有限公司 | Implementation method of multidimensional variability automatic data model based on big data |
| CN118035085A (en) * | 2024-02-01 | 2024-05-14 | 易方达基金管理有限公司 | Construction method and device for service test data |
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