CN104133772B - Automatic test data generation method - Google Patents
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- CN104133772B CN104133772B CN201410397662.7A CN201410397662A CN104133772B CN 104133772 B CN104133772 B CN 104133772B CN 201410397662 A CN201410397662 A CN 201410397662A CN 104133772 B CN104133772 B CN 104133772B
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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, more particularly to a kind of method of automatic Data Generation Test.
Background technology
As developing rapidly for informationized society, the project of software development are more and more, software architecture also becomes increasingly complex,
And it is also more and more frequent with regard to the frequency of upgrading and the renewal of software product.Software test be improve software product reliability,
Ensure the important means of speed measuring with software, it to refer to and carry out function to product according to testing scheme and flow process using testing tool
And performance test.Software test activity was dissolved in each stage of software product Life cycle, and software test is adopted
All kinds of technical methods and testing tool reached its maturity, related method of testing, test case and testing tool also exist
It is constantly perfect, therefore software test is towards standardization constantly development.
In software test procedure, it is necessary first to generate test data.At present, the generation of test data mainly has two kinds of sides
A kind of method, method is artificially by software interface typing one by one, that is, to be manually entered or generate test data；Another method
It is coding, circulates the test data needed for control process is generated specified by the typing program.Prior art is generating test
During data, it is manually entered that process is loaded down with trivial details and time-consuming longer, the formation efficiency of test data is relatively low；And existing employing coding
Automatically control generate test data technical scheme, due to its program specify it is regular limited, can cause generation test data
It is imperfect or comprehensive, cause the test data for generating to differ larger with target.To different business operation types, user
The type parameter of required test data, comprehensive etc. the requirement of test data are simultaneously differed, and different test datas are to institute
The impact of the software the actual running results to be tested is most important, the quality of influence measures software to be tested and quality it is true
Degree, and prior art can not be according to the desired scene automatically generated data of user.
The content of the invention
The technical problem to be solved is to provide a kind of method of automatic Data Generation Test, can be according to user
Predefined configuration information automatic Data Generation Test.
To solve above technical problem, the embodiment of the present invention provides a kind of method of automatic Data Generation Test, including：
Set up Test data generation instrument；
Using the configuration information of data in the current test case data storehouse of the Test data generation tool analysis, according to institute
State the generation program that configuration information obtains test data；And according to the generation Program Generating test data of the test data.
Preferably, the Test data generation instrument adopts lightweight architecture design, and holding with reference to windows systems
Line command is communicated and is integrated.
Further, the Test data generation instrument includes key-course, Business Logic and data access layer；
The key-course monitors the page jump logical relation of the Test data generation instrument by sending control routine,
User's request data are collected, user's request is forwarded and finger is jumped to according to the user operation control Test data generation instrument
The fixed display page；
The Business Logic monitors the page jump logical relation for obtaining according to the key-course, by the operation of user
It is converted into service logic；
The data access layer carries out data transmission and storage according to the service logic with the test case data storehouse,
And the access control order that control data is transmitted and stored is carried out into individual packages.
Yet further, using the configuration of data in the current test case data storehouse of the Test data generation tool analysis
Information, includes according to the generation program that the configuration information obtains test data：
The configuration information is obtained using the key-course, the configuration information includes module information, the class of test data
Type information and function information；
The configuration information is parsed using the Business Logic, the input instruction and the configuration according to user
Information sets up the relationship model and test data generator of test data.
Yet further, included according to the generation Program Generating test data of the test data：
The input instruction of user is converted to into corresponding service logic program sentence using the Business Logic；
Using the data access layer according to the relationship model of the test data, according to the test data generator
Output test data table, and the field information of the test data table is configured according to the service logic program sentence,
Generate the test data that user specifies.
Preferably, it is described the field information of the test data table is configured according to service logic program sentence, bag
Include：
Data in the test case data storehouse are increased newly, rewritten or deleted.
Preferably, the field information of the test data table includes field name, field type and field length, Yi Jishi
No permission field is sky.
Preferably, the test case data storehouse is relevant database, and the service logic program sentence is using knot
The program statement of structure query language programming.
The method of automatic Data Generation Test provided in an embodiment of the present invention, by the Test data generation work for setting up intelligence
Tool, can automatically analyze the configuration information of data in current test case data storehouse, and according to the configuration information data life is obtained
Into program, and data are generated according to the data generator.The present invention can be according to the needs of actual test occasion, to data
Fast and efficiently typing is complete in storehouse, comprehensive test data, so as to improve the generation effect of test data in software test procedure
The quality of rate and test data.
Description of the drawings
The step of Fig. 1 is one embodiment of the method for the automatic Data Generation Test that the present invention is provided flow chart.
Fig. 2 is a kind of data shelf composition of the Test data generation instrument that the present invention is provided.
Fig. 3 is the step of utilization Test data generation instrument that the present invention is provided generates a kind of implementation of test data
Flow chart.
Fig. 4 is a kind of data model graph of a relation of the various test datas that the present invention is provided.
Fig. 5 is that the test data that the present invention is provided is used to generate the paralell composition of test case.
Specific 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 carried out clear, complete
Site preparation is described.
Referring to Fig. 1, be the automatic Data Generation Test that the present invention is provided method one embodiment the step of flow chart.
Specifically, the method for the automatic Data Generation Test that the present embodiment is provided is mainly included the following steps that：
Step S101：Set up Test data generation instrument.
Step S102：Using in the current test case data storehouse of the Test data generation tool analysis data with confidence
Breath, according to the configuration information generation program of test data is obtained；And surveyed according to the generation Program Generating of the test data
Examination data.
In a preferred embodiment, the Test data generation instrument adopts lightweight architecture design, and combines
The executable command of windows systems (a set of desktop operating system that Microsoft makes and researches and develops) is communicated and is integrated.
Wherein, light weight level framework is a kind of program design mode for weight level framework.Light weight level framework is without invasion
Property API (Application Programming Interface, application programming interfaces), to container also without dependency, it is easy to
Configured, general, starting time it is shorter, thus light weight level framework to the design of Test data generation instrument with certain excellent
Gesture, can reduce the complexity of too development, make application tool not rely on any container, improve exploitation debugging efficiency；And open
Source community provides good design and rapid build instrument and a large amount of ready-made Open Source Codes that can be for reference, is conducive to surveying
The quick exploitation of examination data generating tool.
It is a kind of data shelf composition of the Test data generation instrument that the present invention is provided referring to Fig. 2.
In the present embodiment, the data generating tool includes key-course (Command), Business Logic (Service)
With data access layer (Data Access Object, abbreviation DAO).
Wherein, the key-course monitors the page jump logic of the Test data generation instrument by sending control routine
Relation, collects user's request data, forwards user's request and controls the Test data generation instrument according to user operation and jumps
Go to the display page (Java Server Pages, abbreviation JSP) specified.As shown in Fig. 2 key-course can connect including service
Mouth layer, represent layer, authentication entitlement management module, security control log management module and ESB (Enterprise Service
Bus, ESB) service bus etc., to connect and control the signal of whole Test data generation instrument, control test number
According to the working condition of Core Generator.Additionally, represent layer is also by the various browser (Internet in connection client
Explorer) row data communication is entered with user.
In the present embodiment, the software tool for generating test data adopts bus-type architecture design, can eliminate different answering
Technological disparity between, allows different application server coordinate operations, realizes communication between different services and integrates.From
Functionally see, ESB provides the tupe that event-driven and document are oriented to, and distributed running fluidization air flow, supports
Route and filtration based on content, possesses the transmittability of complex data, it is possible to provide a series of standard interface, there is provided
Other systems are used.
Further, the Business Logic monitors the page jump logical relation for obtaining according to the key-course, will
The operation of user is converted into service logic.For the control of non-pure service logic, AOP (Aspect Oriented can be transferred to
Programming, towards tangent plane programming) special procedure process, improve Test data generation efficiency.
The data access layer carries out data transmission and storage according to the service logic with the test case data storehouse,
And the access control order that control data is transmitted and stored is carried out into individual packages.Specifically, DAO layers mainly generate service logic
The control routine interacted between middle needs and data base, for example, the present embodiment is to SQL (Structured Query
Language, SQL) the corresponding data base such as program statement, data storage procedure carries out the part of data access
The encapsulation of control routine, data access layer is detached independent can realize transplantability more preferable to test data.
As shown in figure 3, being a kind of realization side of the utilization Test data generation instrument generation test data that the present invention is provided
The step of formula flow chart.
When being embodied as, in step S102, using the current test case of the Test data generation tool analysis
The configuration information of data in data base, according to the configuration information generation program of test data is obtained, further, including：
Step S201：The configuration information is obtained using the key-course, the configuration information includes the mould of test data
Block message, type information and function information；
Step S202：The configuration information is parsed using the Business Logic, according to the input instruction of user
With the relationship model and test data generator that the configuration information sets up test data.
During generation Program Generating test data according to the test data, step S102 in the present embodiment is entered
Also include to one step：
Step S203：The input instruction of user is converted to into corresponding service logic program language using the Business Logic
Sentence；
Step S204：Using the data access layer according to the relationship model of the test data, according to the test number
Output test data table, and the field information according to the service logic program sentence to the test data table according to generation program
It is configured, generates the test data that user specifies.
It is a kind of data model graph of a relation of the various test datas that the present invention is provided referring to Fig. 4.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 keyword use-case step table；Table TPM_NEW_SYSTEM_MODULE be system module table, table
TPM_NEW_TEST_CASE_STEP is test case step table.There is the incidence relation of priority between each table.
Wherein, the field information of the test data table includes field name, field type and field length, and whether
Field is allowed for sky.
Wherein, field type includes but is not limited to character type, integer type, date type and floating type.If the field type
For character type, the corresponding test data of the field is made up of any character；If the field type is floating type, the field correspondence
Test data by constituting comprising the numeral of arithmetic point；If the field type is integer type or date type, the field is corresponding
Test data is made up of integer.Additionally, in the present embodiment, if containing the word that field contents are system automatic numbering in tables of data
Section, then be not field generation test data.It should be noted that field information particular content can be according to each tables of data application
Voluntarily arrange, here is no longer illustrated one by one.When being embodied as, user can utilize the work of Test data generation instrument former
Reason, the data required for checkout area is closed are generated according to self-defining Test data generation rule.
Preferably, the test case data storehouse is relevant database, and the service logic program sentence is using knot
The program statement of structure query language programming (SQL).When user carries out a certain operation in client browser page, obtain simultaneously
The corresponding program statement of parsing user operation, the field information of all tables of data included in the sentence is derived respectively.Need
Illustrate, described secondary Test data generation instrument can be adopted to generate one or more survey with operation according to the configuration of user
Examination tables of data.
For example, if user is logged in after Test data generation instrument by a certain browser, using the software tool number is set up
According to group (showing as data set table TPM_DATA_GROUP), then the field information that can obtain the data set table is as shown in table 1 below.
The data set table of table 1
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 19 | N |
| 2 | DATA_GROUP_NAME | Data group name | VARchar2 | 256 | N |
| 3 | DESCRIPTION | Data set is described | VARchar2 | 510 | N |
| 4 | DESIGN_METHOD | Method for designing | NUMBER | 10 | Y |
| 5 | STATUS | Data set 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 can also further obtain dtd--data type definition table.
The dtd--data type definition table of table 2
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 19 | N |
| 2 | CATEGORY | Species | 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 |
Specifically, the number that user can be in field information field type, field Breadth Maximum and user specify
Amount, each field to including in field information is configured and generates test data.
In this embodiment, it is preferred that, the test case data storehouse is relevant database, when being embodied as, user
The data type (including text, numeral, date, E-mail address etc.) of the test data of required generation is defined first, is led to
Cross the Test data generation instrument and generate user oriented test data type management list interface；User is by the interface
Edlin or typing can be entered to the data type of required test data.The key-course of Test data generation instrument monitors user
Operation, according to the configuration information of Test data generation instrument, with Business Logic signal transmission is carried out；Business Logic will be used
The operation at family is converted into program code or sentence that Test data generation instrument can run, and test is used by data access layer
The test data of example data base is written and read.
Specifically, it is described the field information of the test data table is configured according to service logic program sentence, bag
Include：Data in the test case data storehouse are increased newly, rewritten or deleted.In the middle of specific enforcement, key-course is obtained
The configuration information of the test data of generation needed for taking, and these configuration informations can be in the form of configuration file, namely can be with
Each field information of test data to be generated is configured by the form of above Tables 1 and 2.User can first to these
Configuration file is configured, such that it is able to using Test data generation instrument automatically according to these configuration files definition, intelligence
Energy ground generates the test data required for user.And for Test data generation instrument, it is possible to use the system of its each layer
Framework (key-course, Business Logic and data access layer) being analyzed to configuration information, obtain operation according to user and
The generation program of test data needed for generating, so as to the automatization for ensureing test data in technology bottom generates.
In the present embodiment, specifically, orthogonal experimental method can be further adopted to generate for the test case data storehouse
Orthogonal experiment state table, orthogonal experiment Data source table and result data table.When generating test data using orthogonal experimental method, energy
Enough uniform samplings in factor excursion, all have stronger representativeness, due to orthogonal data table when making each data genaration
The characteristics of possessing balanced dispersion, it is ensured that some requirements of experiment comprehensively, it is thus possible to ensure that the test data for generating is tended to
Enough purposes for preferably or preferably reaching test.
Further, the present embodiment can also adopt Boundary value method and test number is generated for the test case data storehouse
According to such as by the Data source table and result data table of Boundary value method acquisition.Boundary value method is a kind of Black-box Testing method, is
One kind of parity price alanysis method is supplemented.Learnt by long-term test job experience, substantial amounts of mistake be occur input or
On the border of output, therefore design test data for various border conditions or form test case, more mistakes can be found
By mistake.
For example, Data source table TPM_BOUNDARY_DATASOURCE can be set up, and its field information is assigned
Value, as shown in table 3.
The Boundary value method energy Data source table TPM_BOUNDARY_DATASOURCE of table 3
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 18 | N |
| 2 | DATAGROUP_ID | Affiliated data set 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 | Error 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 |
Boundary value method result data table TPM_ORTHOGONAL_DATASOURCE is set up, as shown in table 4.
The Boundary value method result data table TPM_BOUNDARY_DATARESULT of table 4
| Sequence number | Field name | Field description | Field type | Length | Allow empty |
| 1 | ID | ID | NUMBER | 19 | N |
| 2 | DATAGROUP_ID | Affiliated data set id | NUMBER | 19 | Y |
| 3 | DATA | Data | VARchar2 | 510 | Y |
| 4 | EXPECTED_RESULT | Expected resultss | 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 |
16 field names are included in upper table 3, table 4 includes 6 field names, and and respectively to each field name
It is described, and gives different field type and length, whether allows to be defined for sky etc..All configuration informations are by user
Preset, for characterizing the test data generator for meeting user's request.The field information can also include the field
The annotation of information, default value, certainly attribute, the information such as increasing type, constraint.
Further, the test case data storehouse can also include keyword use-case module information table, close for describing
Key word use-case module information.The present invention can set up and rule searching data base, obtain and combination in any in the field information
Corresponding test data generator, while filtering invalid data generator, it is preferable that the rule database is used to deposit
The corresponding relation of the English word of field name and data generator in the data base is stored up, it is optional for determining each field
Data generator.Wherein, the data form of each tables of data is similar with table 1～4, and here is no longer described one by one.
It is that the test data that the present invention is provided is used to generate the paralell composition of test case referring to Fig. 5.The present embodiment institute
The test data of generation can be applied in test management platform 504, through calling the test in test case template storehouse 501 to use
Example template, according to method for test examples design (such as equivalence class classifying method) module 503, will be by Test data generation instrument 502
The test data automatization Mass production of generation is multiple test cases, to meet the demand of software test.Each test case
All it is managed collectively in test management platform.
The method of the automatic Data Generation Test that the present invention is provided, can analyze data in current database with confidence
Breath, according to the configuration information data generator is obtained, and according to the generation Program Generating test data.The present invention can
According to the needs of actual test occasion, to data base, fast and efficiently typing is complete, comprehensive test data, so as in software
The formation efficiency of test data and the quality of test data are improved in test process.
The above is the preferred embodiment of the present invention, it is noted that for those skilled in the art
For, under the premise without departing from the principles of the invention, some improvements and modifications can also be made, these improvements and modifications are also considered as
Protection scope of the present invention.
Claims (7)
1. a kind of method of automatic Data Generation Test, it is characterised in that include：
Set up Test data generation instrument；Wherein, the Test data generation instrument includes key-course, Business Logic and data
Access layer；
Using the configuration information of data in the current test case data storehouse of the Test data generation tool analysis, matched somebody with somebody according to described
Put the generation program of acquisition of information test data；Wherein, it is described currently to test use using the Test data generation tool analysis
The configuration information of data, includes according to the generation program that the configuration information obtains test data in example data base：Using described
Key-course obtains the configuration information, and the configuration information includes module information, type information and the function information of test data；
The configuration information is parsed using the Business Logic, is set up according to the input instruction and the configuration information of user
The relationship model and test data generator of test data；
According to the relationship model and the generation Program Generating test data of the test data of the test data.
2. the method for automatic Data Generation Test as claimed in claim 1, it is characterised in that the Test data generation instrument
Using lightweight architecture design, and the executable command with reference to windows systems is communicated.
3. the method for automatic Data Generation Test as claimed in claim 2, it is characterised in that the key-course is by sending control
Code processed monitors the page jump logical relation of the Test data generation instrument, collects user's request data, and forwarding user please
Seek and jump to according to the user operation control Test data generation instrument display page specified；
The Business Logic monitors the page jump logical relation for obtaining according to the key-course, and the operation of user is converted
For service logic；
The data access layer carries out data transmission and storage according to the service logic with the test case data storehouse, and will
Control data is transmitted carries out individual packages with the access control order of storage.
4. the method for automatic Data Generation Test as claimed in claim 3, it is characterised in that according to the life of the test data
Include into Program Generating test data：
The input instruction of user is converted to into corresponding service logic program sentence using the Business Logic；
Using the data access layer according to the relationship model of the test data, export according to the test data generator
Test data table, and the field information of the test data table is configured according to the service logic program sentence, generate
The test data that user specifies.
5. the method for automatic Data Generation Test as claimed in claim 4, it is characterised in that described according to service logic program
Sentence is configured to the field information of the test data table, including：
Data in the test case data storehouse are increased newly, rewritten or deleted.
6. the method for automatic Data Generation Test as claimed in claim 5, it is characterised in that the field of the test data table
Information includes field name, field type and field length, and whether allows field for sky.
7. the method for automatic Data Generation Test as claimed in claim 6, it is characterised in that the test case data storehouse is
Relevant database, the service logic program sentence is the program statement programmed using SQL.
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| CN111221825A (en) * | 2020-01-03 | 2020-06-02 | 浪潮软件集团有限公司 | Visual data generation method based on big data system |
| CN111475419B (en) * | 2020-05-04 | 2022-10-25 | 武汉众邦银行股份有限公司 | Method for managing automated test benchmark data based on container technology |
| CN112181832B (en) * | 2020-09-28 | 2023-04-11 | 中国平安财产保险股份有限公司 | Test data generation method and device, computer equipment and storage medium |
| CN112231226B (en) * | 2020-11-03 | 2024-04-05 | 恩亿科(北京)数据科技有限公司 | Method and system for generating, maintaining and exporting software test data |
| CN112732571B (en) * | 2021-01-05 | 2024-01-26 | 中国工商银行股份有限公司 | Test data generation method and device |
| CN112817864B (en) * | 2021-02-23 | 2024-04-16 | 北京字节跳动网络技术有限公司 | Method, device, equipment and medium for generating test file |
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| CN103164312A (en) * | 2011-12-09 | 2013-06-19 | 阿里巴巴集团控股有限公司 | Method and system for preparing interface testing data |
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