CN106095825A - Data creation method and device - Google Patents
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- CN106095825A CN106095825A CN201610380315.2A CN201610380315A CN106095825A CN 106095825 A CN106095825 A CN 106095825A CN 201610380315 A CN201610380315 A CN 201610380315A CN 106095825 A CN106095825 A CN 106095825A
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
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Abstract
The invention discloses a kind of data creation method, described data creation method comprises the following steps: find corresponding data in database according to preset keyword；The data finding are divided into corresponding sequence by preset keyword；Generate AFR control in described sequence according to the corresponding data rule of preset keyword.The invention also discloses a kind of data generating device.The present invention can AFR control in polishing data.
Description
Technical field
The present invention relates to technical field of data processing, particularly relate to a kind of data creation method and device.
Background technology
Automatically generating of data has a wide range of applications in fields such as data leakage detection, data reparation and software tests.Common
Real data its represent often synonymous and multi-form.Such as, " 1 floor 1 " and " 1st floor No. 2 " is actually same
The expression of type, but used the form in band " floor " and " building " to express respectively.When reality is applied, user may be in data simultaneously
During the record data of storehouse by the data record of same alike result in other attributes.Before this just allows automation data generate, to existing number
According to rule be difficult to catch.
Content of the invention
Present invention is primarily targeted at a kind of data creation method of proposition and device, it is intended to realize auto-complete vacancy number
According to.
For achieving the above object, a kind of data creation method that the present invention provides, described data creation method includes following
Step:
Find corresponding data according to preset keyword in database；
The data finding are divided into corresponding sequence by preset keyword；
Generate AFR control in described sequence according to the corresponding data rule of preset keyword.
Alternatively, also include before the described step finding corresponding data according to preset keyword in database:
Set up the corresponding relation of preset keyword and sequence；
The step that the data finding are divided into corresponding sequence by preset keyword is included:
The data finding are divided into corresponding sequence by the corresponding relation according to preset keyword and sequence.
Alternatively, the described step bag generating AFR control in described sequence according to the corresponding data rule of preset keyword
Include:
Identify the implication of each data in described sequence, it is thus achieved that recognition result；
Obtain corresponding data rule according to described recognition result；
Generate AFR control in described sequence according to described data rule.
Alternatively, also include according to the step of the corresponding data rule of described recognition result acquisition:
According to described recognition result, each sequence is split as at least one group；
Calculate the threshold value of each group respectively；
Obtain the common factor of the threshold value of each group in each sequence, as data rule；
The step generating AFR control in described sequence according to described data rule includes:
Obtain the supplementary set of this sequence according to the occuring simultaneously of threshold value of group each in each sequence；
Using described supplementary set as AFR control.
Alternatively, described method also includes:
The close keyword of implication in the data of same sequence is replaced with same keyword.
Additionally, for achieving the above object, the present invention also provides a kind of data generating device, described data generating device bag
Include:
Search module, for finding corresponding data in database according to preset keyword；
Divide module, for the data finding are divided into corresponding sequence by preset keyword；
Generation module, for generating AFR control in described sequence according to the corresponding data rule of preset keyword.
Alternatively, described data generating device also includes:
Set up module, for setting up the corresponding relation of preset keyword and sequence；
The data finding are divided into by the corresponding relation that described division module is additionally operable to according to preset keyword and sequence
Corresponding sequence.
Alternatively, described generation module includes:
Recognition unit, for identifying the implication of each data in described sequence, it is thus achieved that recognition result；
Obtain unit, for obtaining corresponding data rule according to described recognition result；
Signal generating unit, for generating AFR control in described sequence according to described data rule.
Alternatively, described acquisition unit includes:
Split subelement, for each sequence being split as at least one group according to described recognition result；
Computation subunit, for calculating the threshold value of each group respectively；
Obtain subelement, for obtaining the common factor of the threshold value of each group in each sequence, as data rule；
Described signal generating unit is additionally operable to obtain the supplementary set of this sequence according to the occuring simultaneously of threshold value of group each in each sequence；By institute
State supplementary set as AFR control.
Alternatively, described data generating device also includes:
Replacement module, for replacing with same keyword by the close keyword of implication in the data of same sequence.
The present invention is by finding corresponding data according to preset keyword in database；By the data that find by advance
Put keyword and be divided into corresponding sequence；Generate AFR control in described sequence according to the corresponding data rule of preset keyword.
By the way, the present invention searches corresponding data according to keyword in numerical control storehouse, such that it is able to avoid user counting
According to during the record data of storehouse by the data record of same alike result in other attributes, simultaneously always according to the data genaration sequence finding
Row, according to the AFR control in keyword corresponding data rule polishing sequence.
Brief description
Fig. 1 is the schematic flow sheet of data creation method first embodiment of the present invention；
Fig. 2 is to generate AFR control in described sequence according to the corresponding data rule of preset keyword in the embodiment of the present invention
A kind of schematic flow sheet；
Fig. 3 is a kind of schematic flow sheet obtaining corresponding data rule in the embodiment of the present invention according to described recognition result
Fig. 4 is the schematic flow sheet of data creation method the second embodiment of the present invention；
Fig. 5 is the schematic flow sheet of data generating device first embodiment of the present invention；
Fig. 6 is the refinement high-level schematic functional block diagram of generation module in the embodiment of the present invention；
Fig. 7 is the refinement high-level schematic functional block diagram obtaining unit in the embodiment of the present invention；
Fig. 8 is the schematic flow sheet of data generating device the second embodiment of the present invention.
The realization of the object of the invention, functional characteristics and advantage will in conjunction with the embodiments, are described further referring to the drawings.
Detailed description of the invention
It should be appreciated that specific embodiment described herein, only in order to explain the present invention, is not intended to limit the present invention.
The present invention provides a kind of data creation method.
With reference to Fig. 1, Fig. 1 is the schematic flow sheet of data creation method first embodiment of the present invention.
In the present embodiment, this data creation method includes:
Step S10, finds corresponding data according to preset keyword in database；
When general user stores information in database, set up multiple row, often can to the data of same type in database
Individual row all can set up corresponding different attribute, i.e. the content of same alike result can be at same row, and such as house numbers is usually same
Row.In database, each column defines its type, such as value type, character types, pointer type and void type etc. respectively simultaneously, number
Generally have multiple according to the identical row of attribute in storehouse.So that the identical row of attribute are at least one, if carried out according to attribute
Divide, then the content differing completely according to the form that there may be in the row of Attribute transposition implication that is different or that represent, such as
Search the row that attribute is text type, title, remarks etc. may be found, it is thus possible to cause lookup result inaccurate.
According to keyword in the present embodiment, specifically, the present embodiment sets up preset keyword and sequence in advance in database
The corresponding relation of row.Be stored with in database multiple keyword, and close keyword corresponds to same sequence.Such as building, floor
Corresponding same sequence.For improving the correctness of dividing sequence in being embodied as, can also detect after finding corresponding data and look into
Whether the data finding comprise the content of corresponding form, thus avoids the content found to be unwanted content.
Inquire about in database according to preset keyword, find and include the corresponding data of preset keyword, enter
Whether one step ground, comprise the content of corresponding form, thus improve the data of lookup in the data that can also find according to judgement
Correctness.
The data finding are divided into corresponding sequence by preset keyword by step S20；
The data finding according to step S10, according to the corresponding relation realizing preset preset keyword and sequence, will look into
The data finding are divided into corresponding sequence.Database exist data include as an example it is assumed that find: 1st floor No. 2,2nd floors
No. 1 and 3rd floors No. 3, then a little data are divided into same sequence.
Step S30, generates AFR control in described sequence according to the corresponding data rule of preset keyword.
According to the same sequence dividing in step S20, the data rule according to corresponding to keyword corresponding in each sequence
Then, this sequence is covered, generate corresponding AFR control.In multiple attributes that such as same data include, user
The data of another attribute may be fill in other attribute column so that the data of another attribute are then for sky, specifically, standby
Note information row are written with address information or floor information so that address information hurdle is sky, then believe the address in remark information
Breath or floor information are filled up to address information hurdle.
The present invention is by finding corresponding data according to preset keyword in database；By the data that find by advance
Put keyword and be divided into corresponding sequence；Generate AFR control in described sequence according to the corresponding data rule of preset keyword.
By the way, the present invention searches corresponding data according to keyword in numerical control storehouse, such that it is able to avoid user counting
According to during the record data of storehouse by the data record of same alike result in other attributes, simultaneously always according to the data genaration sequence finding
Row, according to the AFR control in keyword corresponding data rule polishing sequence.
With reference to Fig. 2, Fig. 2 is to generate in described sequence according to the corresponding data rule of preset keyword in the embodiment of the present invention
A kind of schematic flow sheet of AFR control.
Based on data creation method first embodiment of the present invention, step S30 may include that
Step S31, identifies the implication of each data in described sequence, it is thus achieved that recognition result；
Step S32, obtains corresponding data rule according to described recognition result；
Step S33, generates AFR control in described sequence according to described data rule.
For improving the correctness of supplementary data in the present embodiment, the data rule corresponding to keyword difference in different sequences
Then also can be otherwise varied, in advance different data rules can be set according to different sequences, then can be different in division
During sequence, in each sequence that can divide according to the content recognition of the attribute of described data and described data, each data contains
Justice, it is thus achieved that corresponding recognition result, then obtains corresponding according to corresponding recognition result according to the data rule pre-setting
Data rule, and then generate the AFR control in corresponding sequence according to described data rule.Sequence number row such as in database,
Its data are typically all from incrementing integers, i.e. sequence number is classified as 1, and 2,3.... are ranked up, and now the rule of this sequence is be incremented by
Integer sequence, generates corresponding AFR control according to this rule.
With reference to Fig. 3, Fig. 3 is a kind of stream obtaining corresponding data rule in the embodiment of the present invention according to described recognition result
Journey schematic diagram.
Based on data creation method the second embodiment of the present invention, step S32 may include that
Each sequence is split as at least one group according to described recognition result by step S321；
Step S322, calculates the threshold value of each group respectively；
Step S323, it is thus achieved that the common factor of the threshold value of each group in each sequence, as data rule；
Owing to there may be the data that implication differs in the data that inquire, such as some place names may represent names,
Thus need the data rule taked different.For improving the correctness of AFR control, will be every according to recognition result in the present embodiment
In individual sequence, data are split as at least one group, then calculate the threshold value of each group of acquisition respectively, reentry in each sequence
The common factor of the threshold value of each group, as data rule, the data such as finding include: 1A3,2A1,3B3, identify its generation respectively
The implication of table is for representing floor and room number, then its numerical value change respectively organized is followed natural number and submitted rule, and letter is according to A-Z
Increasing, being divided into 3 groups, the threshold value of each group is respectively [1,3], [A, B] and [1,3], occur simultaneously and be then 1A1,1A2,1A3,
1B1,1B2,1B3,2A1,2A2,2A3,2B1,2B2,2B3,3A1,3A2,3A3,3B1,3B2,3B3}。
Step S33 may include that
Step S331, obtains the supplementary set of this sequence according to the occuring simultaneously of threshold value of group each in each sequence；
Step S332, using described supplementary set as AFR control.
Then in the data being inquired, AFR control therein is determined, according in each sequence of above-mentioned acquisition each group
The common factor of threshold value, it is thus achieved that the supplementary set of this sequence, using supplementary set as AFR control, write corresponding vacant locations, thus logarithm
According to enter repair.
With reference to Fig. 4, Fig. 4 is the schematic flow sheet of data creation method the 3rd embodiment of the present invention.
Based on data creation method first embodiment of the present invention, described data creation method may include that
The close keyword of implication in the data of same sequence is replaced with same keyword by step S40.
For uniform data, user is facilitated to check, each sequence in the data after also completing reparation in the present embodiment
Keyword close in data replaces with same keyword, such as by building, floor is same replaces with building.
The present invention further provides a kind of data generating device.
With reference to Fig. 5, Fig. 5 is the schematic flow sheet of data generating device first embodiment of the present invention.
In the present embodiment, this data generating device includes:
Search module 10, for finding corresponding data in database according to preset keyword；
When general user stores information in database, set up multiple row, often can to the data of same type in database
Individual row all can set up corresponding different attribute, i.e. the content of same alike result can be at same row, and such as house numbers is usually same
Row.In database, each column defines its type, such as value type, character types, pointer type and void type etc. respectively simultaneously, number
Generally have multiple according to the identical row of attribute in storehouse.So that the identical row of attribute are at least one, if carried out according to attribute
Divide, then the content differing completely according to the form that there may be in the row of Attribute transposition implication that is different or that represent, such as
Search the row that attribute is text type, title, remarks etc. may be found, it is thus possible to cause lookup result inaccurate.
The present embodiment can also include set up module (not shown), for setting up the corresponding pass of preset keyword and sequence
System；
According to keyword in the present embodiment, specifically, the present embodiment sets up preset keyword and sequence in advance in database
The corresponding relation of row.Be stored with in database multiple keyword, and close keyword corresponds to same sequence.Such as building, floor
Corresponding same sequence.For improving the correctness of dividing sequence in being embodied as, can also detect after finding corresponding data and look into
Whether the data finding comprise the content of corresponding form, thus avoids the content found to be unwanted content.
Inquire about in database according to preset keyword, find and include the corresponding data of preset keyword, enter
Whether one step ground, comprise the content of corresponding form, thus improve the data of lookup in the data that can also find according to judgement
Correctness.
Divide module 20, for the data finding are divided into corresponding sequence by preset keyword；
The data finding are divided by the corresponding relation that described division module 20 is additionally operable to according to preset keyword and sequence
For corresponding sequence.
According to the data finding, according to the corresponding relation realizing preset preset keyword and sequence, by find
Data are divided into corresponding sequence.Database exist data include as an example it is assumed that find: 1st floor No. 2,2nd floors No. 1 and 3
Building 3, then be divided into same sequence by a little data.
Generation module 30, for generating AFR control in described sequence according to the corresponding data rule of preset keyword.
According to dividing the same sequence that module 20 divides, the data according to corresponding to keyword corresponding in each sequence are advised
Then, this sequence is covered, generate corresponding AFR control.In multiple attributes that such as same data include, user
The data of another attribute may be fill in other attribute column so that the data of another attribute are then for sky, specifically, standby
Note information row are written with address information or floor information so that address information hurdle is sky, then believe the address in remark information
Breath or floor information are filled up to address information hurdle.
The present invention is by finding corresponding data according to preset keyword in database；By the data that find by advance
Put keyword and be divided into corresponding sequence；Generate AFR control in described sequence according to the corresponding data rule of preset keyword.
By the way, the present invention searches corresponding data according to keyword in numerical control storehouse, such that it is able to avoid user counting
According to during the record data of storehouse by the data record of same alike result in other attributes, simultaneously always according to the data genaration sequence finding
Row, according to the AFR control in keyword corresponding data rule polishing sequence.
With reference to Fig. 6, Fig. 6 is the refinement high-level schematic functional block diagram of generation module in the embodiment of the present invention
Based on data generating device first embodiment of the present invention, generation module 30 may include that
Recognition unit 31, for identifying the implication of each data in described sequence, it is thus achieved that recognition result；
Obtain unit 32, for obtaining corresponding data rule according to described recognition result；
Signal generating unit 33, for generating AFR control in described sequence according to described data rule.
For improving the correctness of supplementary data in the present embodiment, the data rule corresponding to keyword difference in different sequences
Then also can be otherwise varied, in advance different data rules can be set according to different sequences, then can be different in division
During sequence, in each sequence that can divide according to the content recognition of the attribute of described data and described data, each data contains
Justice, it is thus achieved that corresponding recognition result, then obtains corresponding according to corresponding recognition result according to the data rule pre-setting
Data rule, and then generate the AFR control in corresponding sequence according to described data rule.Sequence number row such as in database,
Its data are typically all from incrementing integers, i.e. sequence number is classified as 1, and 2,3.... are ranked up, and now the rule of this sequence is be incremented by
Integer sequence, generates corresponding AFR control according to this rule.
With reference to Fig. 7, Fig. 7 is the refinement high-level schematic functional block diagram obtaining unit in the embodiment of the present invention
Based on data generating device above-described embodiment of the present invention, it is thus achieved that unit 32 includes:
Split subelement 321, for each sequence being split as at least one group according to described recognition result；
Computation subunit 322, for calculating the threshold value of each group respectively；
Obtain subelement 323, for obtaining the common factor of the threshold value of each group in each sequence, as data rule；
Described signal generating unit 33 is additionally operable to obtain the supplementary set of this sequence according to the occuring simultaneously of threshold value of group each in each sequence；Will
Described supplementary set is as AFR control.
Owing to there may be the data that implication differs in the data that inquire, such as some place names may represent names,
Thus need the data rule taked different.For improving the correctness of AFR control, will be every according to recognition result in the present embodiment
In individual sequence, data are split as at least one group, then calculate the threshold value of each group of acquisition respectively, reentry in each sequence
The common factor of the threshold value of each group, as data rule, the data such as finding include: 1A3,2A1,3B3, identify its generation respectively
The implication of table is for representing floor and room number, then its numerical value change respectively organized is followed natural number and submitted rule, and letter is according to A-Z
Increasing, being divided into 3 groups, the threshold value of each group is respectively [1,3], [A, B] and [1,3], occur simultaneously and be then 1A1,1A2,1A3,
1B1,1B2,1B3,2A1,2A2,2A3,2B1,2B2,2B3,3A1,3A2,3A3,3B1,3B2,3B3}。
Then in the data being inquired, AFR control therein is determined, according in each sequence of above-mentioned acquisition each group
The common factor of threshold value, it is thus achieved that the supplementary set of this sequence, using supplementary set as AFR control, write corresponding vacant locations, thus logarithm
According to enter repair.
With reference to Fig. 8, Fig. 8 is the schematic flow sheet of data generating device the second embodiment of the present invention
Based on data generating device first embodiment of the present invention, described data generating device may include that
Replacement module 40, for replacing with same keyword by the close keyword of implication in the data of same sequence.
For uniform data, user is facilitated to check, each sequence in the data after also completing reparation in the present embodiment
Keyword close in data replaces with same keyword, such as by building, floor is same replaces with building.
These are only the preferred embodiments of the present invention, not thereby limit the scope of the claims of the present invention, every utilize this
Equivalent structure or equivalence flow process that bright specification and accompanying drawing content are made convert, or are directly or indirectly used in other related skills
Art field, all in like manner includes in the scope of patent protection of the present invention.
Claims (10)
1. a data creation method, it is characterised in that described data creation method comprises the following steps:
Find corresponding data according to preset keyword in database；
The data finding are divided into corresponding sequence by preset keyword；
Generate AFR control in described sequence according to the corresponding data rule of preset keyword.
2. data creation method as claimed in claim 1, it is characterised in that described look in database according to preset keyword
Also include before the step finding corresponding data:
Set up the corresponding relation of preset keyword and sequence；
The step that the data finding are divided into corresponding sequence by preset keyword is included:
The data finding are divided into corresponding sequence by the corresponding relation according to preset keyword and sequence.
3. data creation method as claimed in claim 1, it is characterised in that described according to preset keyword corresponding data rule
The step then generating AFR control in described sequence includes:
Identify the implication of each data in described sequence, it is thus achieved that recognition result；
Obtain corresponding data rule according to described recognition result；
Generate AFR control in described sequence according to described data rule.
4. data creation method as claimed in claim 3, it is characterised in that described corresponding according to the acquisition of described recognition result
The step of data rule also includes:
According to described recognition result, each sequence is split as at least one group；
Calculate the threshold value of each group respectively；
Obtain the common factor of the threshold value of each group in each sequence, as data rule；
The step generating AFR control in described sequence according to described data rule includes:
Obtain the supplementary set of this sequence according to the occuring simultaneously of threshold value of group each in each sequence；
Using described supplementary set as AFR control.
5. data creation method as claimed in claim 1, it is characterised in that described method also includes:
The close keyword of implication in the data of same sequence is replaced with same keyword.
6. a data generating device, it is characterised in that described data generating device includes:
Search module, for finding corresponding data in database according to preset keyword；
Divide module, for the data finding are divided into corresponding sequence by preset keyword；
Generation module, for generating AFR control in described sequence according to the corresponding data rule of preset keyword.
7. data generating device as claimed in claim 6, it is characterised in that described data generating device also includes:
Set up module, for setting up the corresponding relation of preset keyword and sequence；
The data finding are divided into correspondence by the corresponding relation that described division module is additionally operable to according to preset keyword and sequence
Sequence.
8. data generating device as claimed in claim 6, it is characterised in that described generation module includes:
Recognition unit, for identifying the implication of each data in described sequence, it is thus achieved that recognition result；
Obtain unit, for obtaining corresponding data rule according to described recognition result；
Signal generating unit, for generating AFR control in described sequence according to described data rule.
9. data generating device as claimed in claim 8, it is characterised in that described acquisition unit includes:
Split subelement, for each sequence being split as at least one group according to described recognition result；
Computation subunit, for calculating the threshold value of each group respectively；
Obtain subelement, for obtaining the common factor of the threshold value of each group in each sequence, as data rule；
Described signal generating unit is additionally operable to obtain the supplementary set of this sequence according to the occuring simultaneously of threshold value of group each in each sequence；By described benefit
Collection is as AFR control.
10. data generating device as claimed in claim 6, it is characterised in that described data generating device also includes:
Replacement module, for replacing with same keyword by the close keyword of implication in the data of same sequence.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108256089A (en) * | 2018-01-24 | 2018-07-06 | 清华大学 | The transform method and device of Internet of Things machine data |
| CN108614842A (en) * | 2016-12-13 | 2018-10-02 | 北京国双科技有限公司 | The method and apparatus for inquiring data |
| CN109684187A (en) * | 2017-10-18 | 2019-04-26 | 富士通株式会社 | The method and apparatus for generating test sensing data |
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| CN104252515A (en) * | 2013-12-04 | 2014-12-31 | 深圳市华傲数据技术有限公司 | Method and device for generating data |
| CN104850658A (en) * | 2015-06-04 | 2015-08-19 | 苏州大学张家港工业技术研究院 | Data filling method and system |
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| CN104252515A (en) * | 2013-12-04 | 2014-12-31 | 深圳市华傲数据技术有限公司 | Method and device for generating data |
| CN104850658A (en) * | 2015-06-04 | 2015-08-19 | 苏州大学张家港工业技术研究院 | Data filling method and system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108614842A (en) * | 2016-12-13 | 2018-10-02 | 北京国双科技有限公司 | The method and apparatus for inquiring data |
| CN108614842B (en) * | 2016-12-13 | 2021-03-30 | 北京国双科技有限公司 | Method and device for querying data |
| CN109684187A (en) * | 2017-10-18 | 2019-04-26 | 富士通株式会社 | The method and apparatus for generating test sensing data |
| CN108256089A (en) * | 2018-01-24 | 2018-07-06 | 清华大学 | The transform method and device of Internet of Things machine data |
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