CN104133772A - Automatic test data generation method - Google Patents
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- CN104133772A CN104133772A CN201410397662.7A CN201410397662A CN104133772A CN 104133772 A CN104133772 A CN 104133772A CN 201410397662 A CN201410397662 A CN 201410397662A CN 104133772 A CN104133772 A CN 104133772A
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Abstract
The invention discloses an automatic test data generation method. The automatic test data generation method comprises the steps that a test data generation tool is built; the test data generation tool is used for analyzing configuration information of data in a current test case database, and a test data generation program is obtained according to the configuration information; test data are generated according to the test data generation program. Through the automatic test data generation method, complete and comprehensive test data can be input into a database rapidly and efficiently according to requirements of actual test occasions, and therefore generation efficiency and quality of test data can be improved in the software test process.
Description
Technical field
The present invention relates to data test technical field, relate in particular to a kind of method of automatic Data Generation Test.
Background technology
Along with the develop rapidly of informationized society, the project of software development is more and more, and software architecture also becomes increasingly complex, and also more and more frequent about the upgrading of software product and the frequency of renewal.Software test is the important means that improves software product reliability, ensures software product quality, and it refers to and utilizes testing tool, according to testing scheme and flow process, product is carried out to function and performance test.Software test activity was dissolved in each stage of software product Life cycle, all kinds of technical methods and testing tool that software test adopts reach its maturity, relevant method of testing, test case and testing tool are also perfect constantly, and therefore software test is towards standardization development.
In software test procedure, first need to generate test data.At present, the generation of test data mainly contains two kinds of methods, and a kind of method is that software interface typing is one by one passed through in artificially, i.e. manual typing or generation test data; Another method is coding, and the specified control procedure of this program of circulation typing generates required test data.Prior art is in the time generating test data, and manually Input Process is loaded down with trivial details and consuming time longer, and the formation efficiency of test data is lower; And existing employing coding is controlled the technical scheme that generates test data automatically, because the rule that its program is specified is limited, can make the test data of generation imperfect or not comprehensive, cause the test data and the re-set target that generate to differ larger.To different business operation types, comprehensive etc. the requirement of the type parameter of the required test data of user, test data is not identical, different test datas is most important on the impact of the software the actual running results that will test, the impact tolerance quality of software to be tested and the really degree of quality, and prior art can not be according to the scene automatically generated data of user's expectation.
Summary of the invention
Technical matters to be solved by this invention is, a kind of method of automatic Data Generation Test is provided, can be according to the predefined configuration information automatic Data Generation Test of user.
For solving above technical matters, the embodiment of the present invention provides a kind of method of automatic Data Generation Test, comprising:
Set up test data Core Generator;
Utilize described test data Core Generator to analyze the configuration information of data in current test case data storehouse, obtain the generator program of test data according to described configuration information; And generate test data according to the generator program of described test data.
Preferably, described test data Core Generator adopts lightweight architecture design, and communicates and integrate in conjunction with the executable command of windows system.
Further, described test data Core Generator comprises key-course, Business Logic and data access layer;
Described key-course is monitored the page jump logical relation of described test data Core Generator by sending control routine, collect user request msg, forward user's request and operate the display page of controlling described test data Core Generator and jump to appointment according to user;
Described Business Logic is monitored the page jump logical relation obtaining according to described key-course, user's operation is converted into service logic;
Described data access layer carries out data transmission and storage according to described service logic and described test case data storehouse, and the access control order of control data transmission and storage is carried out to individual packages.
Again further, utilize described test data Core Generator to analyze the configuration information of data in current test case data storehouse, the generator program that obtains test data according to described configuration information comprises:
Utilize described key-course to obtain described configuration information, described configuration information comprises module information, type information and the function information of test data;
Utilize described Business Logic to resolve described configuration information, set up relationship model and the test data generator of test data according to user's input instruction and described configuration information.
Again further, generating test data according to the generator program of described test data comprises:
Utilizing described Business Logic is corresponding service logic program statement by user's input instruction transformation;
Utilize described data access layer according to the relationship model of described test data, according to the described test data generator table that outputs test data, and according to described service logic program statement, the field information of described test data table is arranged, generate the test data that user specifies.
Preferably, describedly according to service logic program statement, the field information of described test data table is arranged, comprising:
Data in described test case data storehouse are increased newly, rewritten or delete.
Preferably, the field information of described test data table comprises field name, field type and field length, and whether to allow field be empty.
Preferably, described test case data storehouse is relevant database, and described service logic program statement is the program statement that adopts Structured Query Language (SQL) programming.
The method of the automatic Data Generation Test that the embodiment of the present invention provides, by setting up intelligent test data Core Generator, the configuration information of data in can the current test case data of automatic analysis storehouse, obtain data generator according to described configuration information, and according to described data generator generated data.The present invention can test according to reality the needs of occasion, to complete, the comprehensive test data of database typing fast and efficiently, thereby in software test procedure, improves the formation efficiency of test data and the quality of test data.
Brief description of the drawings
Fig. 1 is the flow chart of steps of an embodiment of the method for automatic Data Generation Test provided by the invention.
Fig. 2 is a kind of data shelf composition of test data Core Generator provided by the invention.
Fig. 3 is the flow chart of steps of utilizing test data Core Generator to generate a kind of implementation of test data provided by the invention.
Fig. 4 is a kind of data model graph of a relation of various test datas provided by the invention.
Fig. 5 is the paralell composition of test data provided by the invention for generating test use case.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described.
Referring to Fig. 1, it is the flow chart of steps of an embodiment of the method for automatic Data Generation Test provided by the invention.
The method of the automatic Data Generation Test that particularly, the present embodiment provides mainly comprises the following steps:
Step S101: set up test data Core Generator.
Step S102: utilize described test data Core Generator to analyze the configuration information of data in current test case data storehouse, obtain the generator program of test data according to described configuration information; And generate test data according to the generator program of described test data.
In a preferred embodiment, described test data Core Generator adopts lightweight architecture design, and communicates and integrate in conjunction with the executable command of windows system (a set of desktop operating system that Microsoft makes and researches and develops).Wherein, lightweight framework is a kind of program design mode for heavyweight framework.Lightweight framework is without aggressiveness API (Application Programming Interface, application programming interfaces), container is not had to dependence yet, be easy to be configured, general, start-up time is shorter, thereby lightweight framework has certain advantage to the design of test data Core Generator, can reduce the complexity of too development, make application tool not rely on any container, improve exploitation debugging efficiency; And the community that increases income provides good design and rapid build instrument and a large amount of ready-made Open Source Code that can be for reference, is conducive to the fast Development to test data Core Generator.
Referring to Fig. 2, it is a kind of data shelf composition of test data Core Generator provided by the invention.
In the present embodiment, described data Core Generator comprises key-course (Command), Business Logic (Service) and data access layer (Data Access Object is called for short DAO).
Wherein, described key-course is monitored the page jump logical relation of described test data Core Generator by sending control routine, collect user's request msg, forward user's request and operate the display page (Java Server Pages is called for short JSP) of controlling described test data Core Generator and jumping to appointment according to user.As shown in Figure 2, key-course can comprise service interface layer, represents layer, authentication entitlement management module, security control log management module and ESB (Enterprise Service Bus, ESB) service bus etc., to connect and to control the signal of whole test data Core Generator, control the duty of test data Core Generator.In addition, represent layer and also carry out data communication by the various browsers (Internet Explorer) that connect in client with user.
In the present embodiment, the Software tool that generates test data adopts bus-type architecture design, can eliminate the technological disparity between different application, allows different application server coordinate operation, has realized communication and integration between different services.From function, ESB provides the tupe of event-driven and document guiding, and distributed operational management mechanism, support content-based route and filtration, possess the transmittability of complex data, and a series of standard interface can be provided, provide other system to use.
Further, described Business Logic is monitored the page jump logical relation obtaining according to described key-course, user's operation is converted into service logic.For the control of non-pure service logic, can transfer to the special procedure processing of AOP (Aspect Oriented Programming, towards tangent plane programming), improve the efficiency that test data generates.
Described data access layer carries out data transmission and storage according to described service logic and described test case data storehouse, and the access control order of control data transmission and storage is carried out to individual packages.Particularly, DAO layer mainly generates needs to carry out between database mutual control routine in service logic, for example, the present embodiment is to SQL (Structured Query Language, Structured Query Language (SQL)) the corresponding database such as program statement, data storage procedure carries out the encapsulation of the part control routine of data access, and data access layer is detached to independent can realization the better transplantability of test data.
As shown in Figure 3, be the flow chart of steps of utilizing test data Core Generator to generate a kind of implementation of test data provided by the invention.
When concrete enforcement, in described step S102, utilize described test data Core Generator to analyze the configuration information of data in current test case data storehouse, obtain the generator program of test data according to described configuration information, further, comprising:
Step S201: utilize described key-course to obtain described configuration information, described configuration information comprises module information, type information and the function information of test data;
Step S202: utilize described Business Logic to resolve described configuration information, set up relationship model and the test data generator of test data according to user's input instruction and described configuration information.
Generate according to the generator program of described test data in the process of test data, the step S102 in the present embodiment also comprises further:
Step S203: utilizing described Business Logic is corresponding service logic program statement by user's input instruction transformation;
Step S204: utilize described data access layer according to the relationship model of described test data, according to the described test data generator table that outputs test data, and according to described service logic program statement, the field information of described test data table is arranged, generate the test data that user specifies.
Referring to Fig. 4, it is a kind of data model graph of a relation of various test datas provided by the invention.Wherein, table TPM_NEW_TEST_CASE is test case information table, and table TPM_NEW_PROJECT_REFBIZ is Item Reference contingency table; Table TPM_NEW_KEY_CASE_STEP is key word use-case step table; Table TPM_NEW_SYSTEM_MODULE is system module table, and table TPM_NEW_TEST_CASE_STEP is test case step table.Between each table, there is incidence relation successively.
Wherein, the field information of described test data table comprises field name, field type and field length, and whether to allow field be empty.
Wherein, field type includes but not limited to character type, integer type, date type and floating type.If described field type is character type, test data corresponding to this field is made up of any character; If described field type is floating type, test data corresponding to this field is made up of the numeral that comprises radix point; If described field type is integer type or date type, test data corresponding to this field is made up of integer.In addition, in the present embodiment, the field that field contents is system automatic numbering if contain in tables of data, for this field does not generate test data.It should be noted that, field information particular content can arrange voluntarily according to each tables of data application, illustrates no longer one by one at this.When concrete enforcement, user can utilize the principle of work of test data Core Generator, generates checkout area close needed data according to self-defining test data create-rule.
Preferably, described test case data storehouse is relevant database, and described service logic program statement is for adopting the program statement of Structured Query Language (SQL) programming (SQL).When user is in the time that the client browser page carries out a certain operation, obtain and resolve user and operate corresponding program statement, the field information of all tables of data that comprise in this statement is derived respectively.It should be noted that, can adopt described inferior test data Core Generator to generate one or more test data tables according to user's configuration and operation.
For example, if user logins after test data Core Generator by a certain browser, utilize this Software tool to set up data group (showing as data group table TPM_DATA_GROUP), the field information that can obtain this data group table is as shown in table 1 below.
Table 1 data group table
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 19 | N |
| 2 | DATA_GROUP_NAME | Data group name claims | VARchar2 | 256 | N |
| 3 | DESCRIPTION | Data group is described | VARchar2 | 510 | N |
| 4 | DESIGN_METHOD | Method for designing | NUMBER | 10 | Y |
| 5 | STATUS | Data group state | NUMBER | 10 | Y |
| 6 | CREATER | Founder | VARchar2 | 40 | Y |
| 7 | CREATER_ID | Founder ID | NUMBER | 19 | Y |
| 8 | CREATE_TIME | Creation-time | TIMESTAMP(6) | 11 | Y |
| 7 | UPDATE_TIME | Modification time | TIMESTAMP(6) | 11 | Y |
It is as shown in table 2 that the present embodiment also can further obtain dtd-data type definition table.
Table 2 dtd-data type definition table
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 19 | N |
| 2 | CATEGORY | Kind | VARchar2 | 80 | Y |
| 3 | TYPE | Type | VARchar2 | 80 | N |
| 4 | DECLARE | Explanation | VARchar2 | 200 | N |
| 5 | CORRECTVALUE | Right value | VARchar2 | 200 | Y |
| 6 | BOUNDARYVALUE | Boundary value | VARchar2 | 200 | Y |
| 7 | ERRORVALUE | Improper value | VARchar2 | 200 | Y |
| 8 | OUTERBOUNDARY | Outside border | VARchar2 | 200 | Y |
Particularly, the quantity that user can specify according to the field type in field information, field breadth extreme and user, arranges and generates test data the each field comprising in field information.
In the present embodiment, preferably, described test case data storehouse is relevant database, when concrete enforcement, the user first data type of the test data to required generation (comprising text, numeral, date, E-mail address etc.) defines, and generates user oriented test data type management list interface by described test data Core Generator; User can edit or typing the data type of required test data by this interface.The key-course of test data Core Generator monitors user's operation, according to the configuration information of test data Core Generator, carries out signal transmission with Business Logic; User's operation is converted into program code or the statement that test data Core Generator can move by Business Logic, and by data access layer, the test data in test case data storehouse is read and write.
Particularly, describedly according to service logic program statement, the field information of described test data table is arranged, comprising: the data in described test case data storehouse are increased newly, rewritten or delete.In the middle of concrete enforcement, key-course obtains the configuration information of the test data of required generation, and these configuration informations can configuration file form exist, also can be configured each field information of test data to be generated by the form of above table 1 and table 2.User can first be configured these configuration files, thereby can utilize test data Core Generator automatically according to the definition of these configuration files, generates intelligently the needed test data of user.And for test data Core Generator, can utilize its system architecture of each layer (key-course, Business Logic and data access layer) to analyze configuration information, obtain the generator program that generates required test data according to user's operation, thereby ensure that at technology bottom the robotization of test data generates.
In the present embodiment, particularly, can further adopt orthogonal experimental method is described test case data storehouse generating orthogonal experimental state table, orthogonal experiment data source table and result data table.While adopting orthogonal experimental method to generate test data, can uniform sampling within the scope of factors vary, when being generated, every secondary data all there is stronger representativeness, because orthogonal data table possesses balanced feature of disperseing, ensure some requirement of comprehensive experiment, thereby can ensure that the test data generating often can better or better reach the object of test.
Further, it is that described test case data storehouse generates test data that the present embodiment can also adopt Boundary value method, as the data source table obtaining by Boundary value method and result data table.Boundary value method is a kind of Black-box Testing method, is that the one of parity price alanysis method is supplemented.Learnt by long-term test job experience, a large amount of mistakes is to occur on the border inputing or outputing, and therefore, for various border condition design test data or formation test case, can find more mistake.
For example, can set up data source table TPM_BOUNDARY_DATASOURCE, and its field information is carried out to assignment, as shown in table 3.
Table 3 Boundary value method energy data source table TPM_BOUNDARY_DATASOURCE
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 18 | N |
| 2 | DATAGROUP_ID | Affiliated data group id | NUMBER | 19 | Y |
| 3 | FIELD_NAME | Field name | VARchar2 | 40 | Y |
| 4 | DATATYPE_ID | Data type id | NUMBER | 19 | Y |
| 5 | RANGE | Scope | VARchar2 | 40 | Y |
| 6 | REGULAR | Regular expression | VARchar2 | 40 | Y |
| 7 | CORRECT_COUNT | Positive exact figures | NUMBER | 10 | Y |
| 8 | ERROR_COUNT | Mistake number | NUMBER | 10 | Y |
| 9 | OUTER_COUNT | Number outside border | NUMBER | 10 | Y |
| 10 | BOUNDARY_COUNT | Boundary value number | NUMBER | 10 | Y |
| 11 | CORRECT_VALUE | Right value | VARchar2 | 510 | Y |
| 12 | ERROR_VALUE | Improper value | VARchar2 | 510 | Y |
| 13 | OUTER_VALUE | Outside border | VARchar2 | 510 | Y |
| 14 | BOUNDARY_VALUE | Boundary value | VARchar2 | 510 | Y |
| 15 | CREATE_TIME | Creation-time | TIMESTAMP | 11 | Y |
| 16 | UPDATE_TIME | Modification time | TIMESTAMP | 11 | Y |
Set up Boundary value method result data table TPM_ORTHOGONAL_DATASOURCE, as shown in table 4.
Table 4 Boundary value method result data table TPM_BOUNDARY_DATARESULT
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 19 | N |
| 2 | DATAGROUP_ID | Affiliated data group id | NUMBER | 19 | Y |
| 3 | DATA | Data | VARchar2 | 510 | Y |
| 4 | EXPECTED_RESULT | Expected results | VARchar2 | 510 | Y |
| 5 | COLUMN_COUNT | Data columns | NUMBER | 10 | Y |
| 6 | CREATE_TIME | Creation-time | TIMESTAMP | 11 | Y |
| 7 | UPDATE_TIME | Modification time | TIMESTAMP | 11 | Y |
Include 16 field names at upper table 3, table 4 has comprised 6 field names, and and respectively each field name is described, and give different field types and length, whether allow for the definition such as empty.All configuration informations are preset by user, for characterizing the test data generator that meets user's request.Described field information can also comprise the annotation, default value, attribute of this field information, certainly increase the information such as type, constraint.
Further, described test case data storehouse can also comprise key word use-case module information table, for describing key word use-case module information.The present invention can set up and rule searching database, obtain the test data generator corresponding with combination in any in described field information, the invalid data generator of filtering simultaneously, preferably, described rule database is for storing the English word of described database field name and the corresponding relation of data generator, for determining the optional data generator of each field.Wherein, data layout and table 1～4 of each tables of data are similar, describe no longer one by one at this.
Referring to Fig. 5, be the paralell composition of test data provided by the invention for generating test use case.The test data that the present embodiment generates can be applied in test management platform 504, through calling the test case template in test case template storehouse 501, according to method for test examples design (as equivalence class partitioning) module 503, be multiple test cases by the test data robotization Mass production producing by test data Core Generator 502, to meet the demand of software test.Each test case is carried out unified management in test management platform.
The method of automatic Data Generation Test provided by the invention, can analyze the configuration information of data in current database, obtains data generator according to described configuration information, and generates test data according to described generator program.The present invention can test according to reality the needs of occasion, to complete, the comprehensive test data of database typing fast and efficiently, thereby in software test procedure, improves the formation efficiency of test data and the quality of test data.
The above is the preferred embodiment of the present invention; it should be pointed out that for those skilled in the art, under the premise without departing from the principles of the invention; can also make some improvements and modifications, these improvements and modifications are also considered as protection scope of the present invention.
Claims (8)
1. a method for automatic Data Generation Test, is characterized in that, comprising:
Set up test data Core Generator;
Utilize described test data Core Generator to analyze the configuration information of data in current test case data storehouse, obtain the generator program of test data according to described configuration information; And generate test data according to the generator program of described test data.
2. the method for automatic Data Generation Test as claimed in claim 1, is characterized in that, described test data Core Generator adopts lightweight architecture design, and communicates and integrate in conjunction with the executable command of windows system.
3. the method for automatic Data Generation Test as claimed in claim 2, is characterized in that, described test data Core Generator comprises key-course, Business Logic and data access layer;
Described key-course is monitored the page jump logical relation of described test data Core Generator by sending control routine, collect user request msg, forward user's request and operate the display page of controlling described test data Core Generator and jump to appointment according to user;
Described Business Logic is monitored the page jump logical relation obtaining according to described key-course, user's operation is converted into service logic;
Described data access layer carries out data transmission and storage according to described service logic and described test case data storehouse, and the access control order of control data transmission and storage is carried out to individual packages.
4. the method for automatic Data Generation Test as claimed in claim 3, it is characterized in that, utilize described test data Core Generator to analyze the configuration information of data in current test case data storehouse, the generator program that obtains test data according to described configuration information comprises:
Utilize described key-course to obtain described configuration information, described configuration information comprises module information, type information and the function information of test data;
Utilize described Business Logic to resolve described configuration information, set up relationship model and the test data generator of test data according to user's input instruction and described configuration information.
5. the method for automatic Data Generation Test as claimed in claim 4, is characterized in that, generates test data comprise according to the generator program of described test data:
Utilizing described Business Logic is corresponding service logic program statement by user's input instruction transformation;
Utilize described data access layer according to the relationship model of described test data, according to the described test data generator table that outputs test data, and according to described service logic program statement, the field information of described test data table is arranged, generate the test data that user specifies.
6. the method for automatic Data Generation Test as claimed in claim 5, is characterized in that, describedly according to service logic program statement, the field information of described test data table is arranged, and comprising:
Data in described test case data storehouse are increased newly, rewritten or delete.
7. the method for automatic Data Generation Test as claimed in claim 6, is characterized in that, the field information of described test data table comprises field name, field type and field length, and whether to allow field be empty.
8. the method for automatic Data Generation Test as claimed in claim 7, is characterized in that, described test case data storehouse is relevant database, and described service logic program statement is the program statement that adopts Structured Query Language (SQL) programming.
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Family Cites Families (2)
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