CN103186639B - Data creation method and system - Google Patents
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- CN103186639B CN103186639B CN201110460361.0A CN201110460361A CN103186639B CN 103186639 B CN103186639 B CN 103186639B CN 201110460361 A CN201110460361 A CN 201110460361A CN 103186639 B CN103186639 B CN 103186639B
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Abstract
The invention discloses a kind of data creation method and system, it is related to database field, the test data for solving typing in the prior art is imperfect, not comprehensive, causes the problem of data of typing differ larger with target.The method that the present invention is provided includes：The configuration information of data in current database is analyzed, data create-rule is obtained according to the configuration information；Data are generated according to the data create-rule.The present invention is applied to database field, for generating data.
Description
Technical field
The present invention relates to database field, more particularly to a kind of data creation method and system.
Background technology
Database (Database, DB) is that longer-term storage is in computer, organized, sharable, is managed collectively
Data acquisition system, be a computer software for being stored and being managed data by data structure.At present, conventional database
There are oracle database, SQL (Structured Query Language, SQL) database, Sybase data
Storehouse etc..
Software test refers to carry out function and performance test to product according to testing scheme and flow using testing tool.
, it is necessary to Input of Data test data in software test procedure.At present, the typing of test data mainly has two methods, a kind of
Method is by software interface (or directly writing SQL statement) typing one by one, that is, to be manually entered test data；Another side
Method is the program of writing, regular data specified by the circulation typing program.
During the present invention is realized, when inventor is had found using prior art typing test data, Input Process is numerous
Trivial and time-consuming longer, the efficiency of inputting of test data is relatively low；And during using the program entry test data write, due to the journey
It is regular limited that sequence is specified, and the test data of typing can be caused imperfect, not comprehensive, cause the data and target phase of typing
Difference is larger.
The content of the invention
Embodiments of the invention provide a kind of data creation method and system, can be to database fast and efficiently typing
Completely, comprehensive test data, so as to improve efficiency of inputting and the institute's logging data of test data in software test procedure
Quality.
To reach above-mentioned purpose, embodiments of the invention are adopted the following technical scheme that：
On the one hand, the embodiments of the invention provide a kind of data creation method, including：
The configuration information of data in current database is analyzed, data create-rule is obtained according to the configuration information；
Data are generated according to the data create-rule.
On the other hand, the embodiment of the present invention additionally provides a kind of data generation system, including：
Analytic unit, the configuration information for analyzing data in current database obtains data according to the configuration information
Create-rule；
Generation unit, for generating data according to the data create-rule.
Data creation method provided in an embodiment of the present invention and system, can analyze data in current database matches somebody with somebody confidence
Breath, obtains data create-rule, and generate data according to the data create-rule according to the configuration information.Using the present invention
The method and system that embodiment is provided, can to database, fast and efficiently typing is complete, comprehensive test data, so as to carry
The efficiency of inputting of high test data, while the quality of institute's logging data can also be improved.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is the accompanying drawing used required in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with
Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the schematic flow sheet for the method that the embodiment of the present invention 1 is provided；
Fig. 2 is the schematic flow sheet for the method that the embodiment of the present invention 2 is provided；
Fig. 3 to Fig. 8 is the structural representation for the data generation system that the embodiment of the present invention 3 is provided.
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, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made
Embodiment, belongs to the scope of protection of the invention.
Embodiment 1
The embodiments of the invention provide a kind of data creation method, as shown in figure 1, methods described includes：
101st, data generation system analyzes the configuration information of data in current database, according to the configuration information, obtains
Data create-rule.
Specifically, the configuration information includes the configuration information of the tables of data in the database, or user preset
Configuration information；Wherein, the configuration information of the tables of data includes the field information of tables of data in current database, the field letter
Breath includes field name, type, length, annotation, default value, certainly attribute, the information such as increasing type, constraint of the field；It is described to use
The default configuration information in family is set by the user, and the data create-rule of user's request is met for characterizing.
102nd, data generation system generates data according to the data create-rule.
Specifically, situations such as data of data generation system generation are mainly used in data test, simulation and demonstrated, especially should
In terms of automatic test and data demonstrating.
Data creation method provided in an embodiment of the present invention, can analyze the configuration information of data in current database, root
Data create-rule is obtained according to the configuration information, and data are generated according to the data create-rule.Using present invention implementation
The method that example is provided, can to database, fast and efficiently typing is complete, comprehensive test data, so as to improve test data
Efficiency of inputting, while the quality of institute's logging data can also be improved.
Embodiment 2
The embodiments of the invention provide a kind of data creation method, as shown in Fig. 2 methods described includes：
201st, data generation system obtains the configuration information of the tables of data in database, and the configuration information includes the number
According to the field information of each field in table, the field information includes field name, type, length, annotation, the acquiescence of the field
Value, certainly attribute, the information such as increasing type, constraint.
What deserves to be explained is, data generation system can also obtain the configuration information of user preset, to determine that data are generated
Rule.Specifically, the configuration information of the user preset is set by the user, the data create-rule for characterizing user's setting.
202nd, data generation system analyzes the field information of each field in the tables of data, specifically includes analysis each word
The field name of section, obtains the English word group for constituting the field name.Wherein, the known conditions such as field type and length can be with
Appropriate section in data create-rule is determined directly as by data generation system.What deserves to be explained is, the embodiment of the present invention is carried
The technical scheme of confession is mainly used in analyzing field name and annotation in field information, wherein, analyze the realization side of field name
Method is similar to the method for analyzing annotation information.In order to make it easy to understand, the embodiment of the present invention is said exemplified by analyzing field name
It is bright.Specifically, data generation system can adopt the field name of each field in analytical data with the following method：
Because the field name of tables of data is generally according to regular (such as field name of the tables of data of writing task mailbox of underscore
Can be called：Work_email) or hump rule (such as the field name of the tables of data of writing task mailbox can also be：
WorkEmail) name, so the non-lowercase that the data generation system in the present embodiment can be in field name enters
Row segmentation, or can also be directly according to capitalization, underscore is split to field name, and filters without practical significance
Single-letter, character string (type prefix such as Hungary's naming rule, the numeral without practical significance, character abbreviation), are obtained
Constitute the English word group of field name.For example：
When field name is work_email, the English word group that data generation system can obtain the field name is
Work and email two parts；
When field name is workEmail, the English word group that data generation system can obtain the field name is
Work and email two parts；
When field name is cWorkEmail, if including type definition in data table definitions, data generation
The English word group that system can obtain the field name is work and email two parts；If the data source of the field is not
It is tables of data, then data generation system can assert that the field is character string type by c, while obtaining the English of the field name
Literary group of words is work and email two parts.
What deserves to be explained is, the above method is only the field name of field each from tables of data provided in an embodiment of the present invention
A kind of implementation method of the middle English alphabet group for obtaining the field name, this is not limited only to during practical application.
203rd, data generation system rule searching database, obtains the optional rule of each field.Wherein, the rule
The corresponding relation of the field name that is stored with database and data create-rule, the optional rule for determining each field.
Specifically, data generation system can be obtained and any English in the English word group with rule searching database
The corresponding data create-rule of literary combinations of words.For example, according to examples cited in step 202, when data generation system obtains word
When the English word group of name section includes work and email two parts, then work_email, work are inquired about in rule database
Data create-rule corresponding with tri- titles of email, the rule returned from rule database is work_email fields
Optional rule.Further, if the field name in tables of data is A_B_C (A, B, C are English word), data life
The English word group of the field name obtained into system includes word A, word B and tri- parts of word C, then in regular data
Inquiry includes the corresponding data life of any amount English word combination in word A, word B and tri- words of word C in storehouse
Into rule, i.e., the corresponding data generation rule of seven titles of A, B, C, A_B, A_C, B_C and A_B_C are inquired about in rule database
Then, the rule returned from rule database is the optional rule of the field.
What deserves to be explained is, after optional rule is obtained, rule database will be updated, improve field corresponding with rule
Relation.For example：When the corresponding data create-rules of inquiry work_email, if Query Result rule database is returned only to
The data create-rule of entitled " email ", then be inserted into rule by the corresponding relation of work_email fields and " email " rule
Then in database.Using this programme, optional rule can be directly obtained in inquiry work_email fields next time, and
So that data generation system system possesses certain learning ability.
It is preferred that, if the optional rule that rule database is returned not is sky, according to known to the length of field, type etc.
Attribute further filters invalid rule, for example：When specific field length with return optional regular length violation when, then mistake
Filter the rule；If optional rule is sky, data generation system determines simple basic rule according to known field attribute,
Such as length is character string within 36, the date that form is the complete date.
Optionally, the method that the embodiment of the present invention additionally provides two kinds of acquisition data create-rules, it is specific as follows：
(1) canned data in data generation system query analysis tables of data, obtains the data format of the canned data,
It is determined that the data create-rule matched with the data format.
(2) data generation system carries out reverse resolution to the proof rule of data sheet field, obtains data create-rule, tool
Body includes：
Reverse resolution is carried out to the checking regular expression of the data sheet field, the data generation of current database is obtained
Rule；Or
The inverse approach of the data verification rule of data sheet field is write, the data create-rule of current database is obtained.
What deserves to be explained is, the method provided in an embodiment of the present invention for obtaining data create-rule is not limited only to this.
204th, data generation system generates data according to the create-rule of each field of acquisition.
Specifically, situations such as data of data generation system generation are mainly used in data test, simulation and demonstrated, to automatic
Change test and data demonstrating plays an important role.
What deserves to be explained is, after data generation system obtains the create-rule of each field, it can use but be not limited to
Following method generation data：
Data generation system generates the data for meeting the data create-rule by pre-set programs；Or
Database is determined for compliance with the data generation rule by the external key or user-defined association external key of field definition
Data source then, obtains data；Or
Data generation system obtains the data source for meeting the data create-rule by classified lexicon, from the data
Source obtains data；Or
Data generation system is parsed by Network Data Capture data source according to the data create-rule, from
The data source obtains the data for meeting the data create-rule.
What deserves to be explained is, solution of the data generation system to the character type attribute such as annotation in tables of data in the embodiment of the present invention
Analysis is similar with the resolving of field name, and here is omitted.
Data creation method provided in an embodiment of the present invention, configuration information or user preset that can be in analytical data
Configuration information, obtain data create-rule, and according to the data create-rule generate data.Carried using the embodiment of the present invention
The method of confession, can to database, fast and efficiently typing is complete, comprehensive test data, so as to improve the record of test data
Enter efficiency, while the quality of institute's logging data can also be improved.
Embodiment 3
The embodiments of the invention provide a kind of data generation system, above method embodiment can be realized, as shown in figure 3,
The data generation system includes：
Analytic unit 31, the configuration information for analyzing data in current database obtains number according to the configuration information
According to create-rule；
Generation unit 32, for generating data according to the data create-rule.
Further, as shown in figure 4, the data generation system also includes first acquisition unit 33 or second acquisition unit
34, wherein：
First acquisition unit 33 is used for the configuration information for obtaining the tables of data in the database, and the configuration information includes
The field information of each field in the tables of data, the field information includes the field name of each field in the database；Or
Person
Second acquisition unit 34 is used for the configuration information for obtaining user preset, and the configuration information is used to characterize user's setting
Data create-rule.
Further, as shown in figure 5, the analytic unit 31 includes the first analysis analysis son list of subelement 311 and second
Member 312, wherein：
First analysis subelement 311 is used for when the data generation system by the first acquisition unit 33 obtains described
During the configuration information of the tables of data in database, the field name of each field in the tables of data is analyzed, obtains and constitutes the field
The English word group of title, the English word group includes at least one English word；
Second analysis subelement 312 is used for rule searching database, obtains and any amount in the English word group
English word combines corresponding data create-rule, while invalid data create-rule is filtered out, wherein, the rule database
Corresponding relation for storing the English word of field name and data create-rule in the database, for determining each field
Optional data create-rule.
Data generation system according to Fig. 4, further, as shown in fig. 6, the analytic unit 31 includes the 3rd point
Subelement 313 is analysed, for obtaining the number in the database by the first acquisition unit 33 when the data generation system
According to table configuration information when, the canned data in analytical data obtains the data format of the canned data, it is determined that with the number
The data create-rule matched according to form.
Data generation system according to Fig. 4, further, as shown in fig. 7, the analytic unit 31 also includes the 4th
Subelement 314 is analyzed, the 4th analysis subelement 314 is specific also to include first processing module 3141 and/or second processing mould
Block 3142, wherein：
4th analysis subelement 314 is used for when the data generation system by the first acquisition unit 33 obtains described
During the configuration information of the tables of data in database, reverse resolution is carried out to the proof rule of the data sheet field, data are obtained
Create-rule；
Specifically, first processing module 3141 is used to reversely solve the checking regular expression of the data sheet field
Analysis, obtains the data create-rule of the tables of data；
Second processing module 3142 is used for the inverse approach for writing the proof rule of the data sheet field, obtains the number
According to the data create-rule of table.
Data generation system according to Fig. 4 any figures into Fig. 7, further, as shown in figure 8, the generation is single
It is single that member 32 includes the first generation generation generation generation of subelement 323 and the 4th of subelement the 322, the 3rd of subelement 321, second
Member 324 at least one, wherein：
First generation subelement 321 is used to generate the data for meeting the data create-rule by pre-set programs；
Second generation subelement 322 is used for the external key or user-defined association external key by field definition, it is determined that symbol
The data source of the data create-rule is closed, data are obtained；
3rd generation subelement 323 is used to obtain the data source for meeting the data create-rule by classified lexicon,
Data are obtained from the data source；
4th generation subelement 324 is used to, by Network Data Capture data source, according to the data create-rule be entered
Row parsing, the data for meeting the data create-rule are obtained from the data source.
Specifically, the data of data generation system generation provided in an embodiment of the present invention are mainly used in data test, simulation
Situations such as with demonstration, automatic test and data demonstrating are played an important role.
Data generation system provided in an embodiment of the present invention, obtains data create-rule, by generating by analytic unit 31
Unit 32 generates data according to the data create-rule, is detected with input database.There is provided using the embodiment of the present invention
Data generation system, can fast and efficiently typing is complete, comprehensive test data, so as to improve the typing of test data
Efficiency, while the quality of institute's logging data can also be improved.
Through the above description of the embodiments, it is apparent to those skilled in the art that the present invention can be borrowed
Software is helped to add the mode of required common hardware to realize, naturally it is also possible to which the former is more preferably by hardware, but in many cases
Embodiment.Understood based on such, the portion that technical scheme substantially contributes to prior art in other words
Dividing can be embodied in the form of software product, and the computer software product is stored in the storage medium that can be read, and such as be counted
The floppy disk of calculation machine, hard disk or CD etc., including some instructions to cause a computer equipment (can be personal computer,
Server, or the network equipment etc.) perform method described in each embodiment of the invention.
The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any
Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, should all be contained
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (12)
1. a kind of data creation method, it is characterised in that including:
The configuration information of data in current database is analyzed, data create-rule is obtained according to the configuration information；
Data are generated according to the data create-rule；
Wherein, the configuration information include the database in tables of data configuration information, or user preset match somebody with somebody confidence
Breath；The configuration information of data in the analysis current database, before configuration information acquisition data create-rule, also
Including：The configuration information of the tables of data in the database is obtained, the configuration information includes the field letter in the tables of data
Breath, the field information includes the field name of each field in the database；Or obtain the configuration information of user preset, institute
State the data create-rule that configuration information is used to characterize user's setting.
2. according to the method described in claim 1, it is characterised in that when the configuration information for obtaining the tables of data in the database
When, the configuration information of data in the analysis current database, obtaining data create-rule according to the configuration information includes：
The field name of each field in the tables of data is analyzed, the English word group for constituting the field name, the English is obtained
Group of words includes at least one English word；
Corresponding data generation is combined in rule searching database, acquisition with any amount English word in the English word group
Rule, while invalid data create-rule is filtered out, wherein, the rule database is used to store field name in the database
The English word of title and the corresponding relation of data create-rule, for determining the optional data create-rule of each field.
3. according to the method described in claim 1, it is characterised in that when the configuration information for obtaining the tables of data in the database
When, the configuration information of data in the analysis current database, obtaining data create-rule according to the configuration information includes：
Canned data in analytical data, obtains the data format of the canned data, it is determined that matching with the data format
Data create-rule.
4. according to the method described in claim 1, it is characterised in that when the configuration information for obtaining the tables of data in the database
When, the configuration information of data in the analysis current database, obtaining data generation rule according to the configuration information includes：
Reverse resolution is carried out to the proof rule of the data sheet field, data create-rule is obtained.
5. method according to claim 4, it is characterised in that the proof rule to the data sheet field carries out anti-
To parsing, obtaining data create-rule includes：
Reverse resolution is carried out to the checking regular expression of the data sheet field, the data generation rule of current database are obtained
Then；Or
The inverse approach of the proof rule of the data sheet field is write, the data create-rule of the tables of data is obtained.
6. the method according to any one of claim 1-5, it is characterised in that described to be given birth to according to the data create-rule
Include into data：
The data for meeting the data create-rule are generated by pre-set programs；Or
By the external key or user-defined association external key of field definition, the data for being determined for compliance with the data create-rule are come
Source, obtains data；Or
The data source for meeting the data create-rule is obtained by classified lexicon, data are obtained from the data source；Or
Person
By Network Data Capture data source, parsed, obtained from the data source according to the data create-rule
Meet the data of the data create-rule.
7. a kind of data generation system, it is characterised in that including：
Analytic unit, the configuration information for analyzing data in current database obtains data generation according to the configuration information
Rule；
Generation unit, for generating data according to the data create-rule；
Wherein, the data generation system also includes：First acquisition unit, for obtaining matching somebody with somebody for the tables of data in the database
Confidence ceases, and the configuration information includes the field information of each field in the tables of data, and the field information includes the data
The field name of each field in storehouse；Or second acquisition unit, the configuration information for obtaining user preset, the configuration information
Data create-rule for characterizing user's setting.
8. data generation system according to claim 7, it is characterised in that the analytic unit includes：
First analysis subelement, for being obtained when the data generation system by the first acquisition unit in the database
Tables of data configuration information when, analyze the field name of each field in the tables of data, obtain the English for constituting the field name
Literary group of words, the English word group includes at least one English word；
Second analysis subelement, for rule searching database, obtains single with any amount English in the English word group
The corresponding data create-rule of word combination, while invalid data create-rule is filtered out, wherein, the rule database is used to deposit
The corresponding relation of the English word of field name and data create-rule in the database is stored up, for determining that each field is optional
Data create-rule.
9. data generation system according to claim 7, it is characterised in that the analytic unit also includes：
3rd analysis subelement, for being obtained when the data generation system by the first acquisition unit in the database
Tables of data configuration information when, the canned data in analytical data obtains the data format of the canned data, it is determined that with
The data create-rule that the data format matches.
10. data generation system according to claim 7, it is characterised in that the analytic unit also includes：
4th analysis subelement, for being obtained when the data generation system by the first acquisition unit in the database
Tables of data configuration information when, reverse resolution is carried out to the proof rule of the data sheet field, data create-rule is obtained.
11. data generation system according to claim 10, it is characterised in that the 4th analysis subelement includes：
First processing module, carries out reverse resolution for the checking regular expression to the data sheet field, obtains current number
According to the data create-rule of table；Or
Second processing module, the inverse approach of the proof rule for writing the data sheet field obtains current data table
Data create-rule.
12. the data generation system according to any one of claim 7-11, it is characterised in that the generation unit bag
Include：
First generation subelement, the data of the data create-rule are met for being generated by pre-set programs；Or second life
Into subelement, for the external key by field definition or user-defined association external key, the data generation rule are determined for compliance with
Data source then, obtains data；Or
3rd generation subelement, meets the data source of the data create-rule for being obtained by classified lexicon, from described
Data source obtains data；Or
4th generation subelement, for by Network Data Capture data source, being parsed according to the data create-rule,
The data for meeting the data create-rule are obtained from the data source.
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| CN110287220B (en) * | 2019-07-24 | 2021-08-24 | 新华三大数据技术有限公司 | Method and device for generating configuration reverse textualization |
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| CN103186639A (en) | 2013-07-03 |
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