CN106095837A - It is applicable to data system and the data processing method of industrial and commercial all kinds of business - Google Patents
It is applicable to data system and the data processing method of industrial and commercial all kinds of business Download PDFInfo
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- CN106095837A CN106095837A CN201610383778.4A CN201610383778A CN106095837A CN 106095837 A CN106095837 A CN 106095837A CN 201610383778 A CN201610383778 A CN 201610383778A CN 106095837 A CN106095837 A CN 106095837A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- 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
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
Abstract
The present invention relates to a kind of data system being applicable to industrial and commercial all kinds of business and data processing method.This system includes that form module, DBM, data cleansing module, data import module, newly-increased module, form module includes data element, object, code set and proof rule module, data cleansing module includes that standard rule module and modular converter, newly-increased module include that data element increases module newly, proof rule increases module newly, object increases module newly.The present invention can improve utilization rate and the value of data, solves the problem that in existing industrial and commercial system, data migration difficulty is big.
Description
Technical field
The present invention relates to data processing field, at a kind of data system being applicable to industrial and commercial all kinds of business and data
Reason method.
Background technology
What Administration for Industry and Commerce of existing Zhejiang Province continued to use is the data standard of general bureau of country issue, and it is to a great extent
On have been defined for the data standard of industrial and commercial industry.But it cannot meet the service construction of Administration for Industry and Commerce of Zhejiang Province itself
Bottom demand.
First, the existing class of business of Administration for Industry and Commerce of Zhejiang Province is various, and the data volume of every kind of business is the biggest；
Secondly as save the data standard difference that industrial and commercial all kinds of operation system uses at present, substantial amounts of all kinds of business datums are owing to expressing
Deng difference cause being difficult under corresponding Data induction to same hurdle when integrating.Therefore, at big data age, along with all kinds of
The increase of business datum, the cost and the complicated degree that process the data a large amount of lack of standardization saving industry and commerce are the highest.
Same data standard is used, it is simple to the maintenance in later stage and pipe in order to meet when the industrial and commercial all kinds of operation systems of province are built
Reason, it is necessary to carry out integrating to the business datum saving industry and commerce targetedly and sort out, form a set of data standard effectively, and be somebody's turn to do
Series products had not the most occurred that this was solved by corresponding technical scheme or product.
Summary of the invention
One of the technical problem to be solved is to provide one and can carry out mass data integrating classification, improving
The data system being applicable to industrial and commercial all kinds of business that data separate is worth.
It is as follows that the present invention solves the technical scheme that above-mentioned technical problem used:
It is applicable to the data system of all kinds of business of industrial and commercial bureau, including
Form module, including data element, object, code set and proof rule module, wherein, proof rule is a kind of verification
Code, the standardization for data element field value verifies, and each data element has respective proof rule；
DBM, for storing the data forming form module；
Data cleansing module, for carrying out Format adjusting and coupling to source data, including standard rule module and modulus of conversion
Block；
Data import module, the data after importing cleaning；
Newly-increased module, increases module newly including data element, proof rule increases module newly, object increases module newly, is respectively used to increase
Add new data element, proof rule and object.
Native system passes through by building unified structural framing, and is carried out data mode, adjusts and limits, thus
Realize carrying out the substantial amounts of data deriving from different business systems, by integrating and concluding, improving utilization rate and the utilization of data
It is worth；It is simultaneously provided with newly-increased module, it is possible to be well adapted for miscellaneous service data, increases motility and the practicality of native system.
As preferably, data element increases module newly, including service attribute classification, data element title and mark, foundation code collection,
Proof rule, data form；Service attribute classification includes that classification, class code, classification describe；Foundation code set pair title, industry
Business attributive classification, source ID, imprint, the permissible value of value are controlled；Title, service attribute are classified, are gone out by proof rule
Locate ID, checking function, the content of imprint whether verify by specification；Data form includes service attribute, object oriented, institute
The field quoted.
Have an advantage in that, not only the data element content newly increased is carried out many descriptions, also to its form and specification
It is defined and verifies, it is ensured that data uniformity.
As preferably, data element increases module newly and also includes unit, source ID, source document, remarks and imprint.It is excellent
Point is, by the description of these contents, it will be appreciated that the contents such as the source of data element, version, thus represents more in all directions
Each attribute of data element.
As preferably, proof rule increases module newly, including title, service attribute classification, source ID, source document, checking
Function, remarks, imprint.Have an advantage in that, want owing to proof rule has different restrictions for different service attributes
Ask, uniquely change business by attributes such as source ID, source documents, thus the standardization realizing carrying out different business personalization sets
Put.
As preferably, object increases module newly, including object oriented, type of service, remarks, imprint.Have an advantage in that,
Object can represent the relation between some data elements, by the attribute description being to object, can preferably represent various number
According to the general character being had between unit or total feature.
As preferably, having adduction relationship between object and data element, adduction relationship uses 3D graph visualization to represent.Its
Advantage is, the representability of 3D figure is strong, has more preferable vision intuitive.
As preferably, imprint is for illustrating the change content of same data element.Have an advantage in that so that version
Difference between Ben can become apparent from and clearly.
The two of the technical problem to be solved are to provide one and can carry out mass data integrating classification, improving
The data processing method being applicable to industrial and commercial all kinds of business that data separate is worth.
It is as follows that the present invention solves the technical scheme that above-mentioned technical problem used:
It is applicable to the data processing method of industrial and commercial all kinds of business, comprises the steps:
S1. initialization data storehouse, and Criterion list, standard list includes data element name, unit, source ID, version
Explanation；
S2. Criterion rule:
S21. source data is compared with standard list, it is thus achieved that standard difference；
S22. according to standard difference, established standards rule；
S3. set up proof rule, including to data form, the length of value, the scope of value, the rule of value, long measure, go out
The specification in source, place；
S4. the source data coming from each industrial and commercial operation system is carried out and Format adjusting, including:
S41. source data is compared with standard rule, filter out applicable standard rule；
S42. according to standard rule, source data is carried out Format adjusting；
S5. the data through Format adjusting are imported in data base；
S6. form list, utilize proof rule to verify simultaneously:
S61. by order of the field, transfer proof rule one by one and verify, do not have the field of proof rule automatically to skip, right
Next field is verified；
S62. the data write list of proof rule is met；Do not meet the data refusal write list of proof rule, and carry
Show error message.
This method passes through Criterion list, standard rule etc., and source data is carried out and Format adjusting, so that
Source data must be incorporated in a standard list, further, after this standard scale simple form becomes, due to the rule such as form, field
Identical, the utilization rate of data the most therein will be greatly improved, and solve data migration difficulty in existing industrial and commercial system big
Problem.
As preferably, in step S42, standard difference
If difference in length, then source data is compared with normal data, by the length of source data according to normal data
Length from left to right carry out cut position；
If data format differences, then carry out form conversion by the reference format transfer standard that data base defines；
If codomain difference, and the quantity of codomain is consistent, but value difference, then according to the value of normal data, by source data
Value conversion；If the quantity of codomain is inconsistent, the value of the codomain of comparison source data and normal data, by the value of the codomain of source data with
Many modes are deposited into the codomain of normal data by 1 pair 1 or 1, and value is filled out according to the value of normal data；
If the difference of proof rule, then the principle of proof rule is one section of function, according to the proof rule of normal data
Replace the proof rule of source data.
If field disappearance difference, and the field that source data existence is more than the data standard of the present invention, then to source number
According to processing, value is integrated, be associated by a label symbol.
Have an advantage in that, by the process rule of simple type identifier, data difference is adjusted so that source data can be use up
The most intactly it is incorporated in standard list.
The present invention compared with the existing technology has the following advantages and effect:
1, owing to the present invention is by setting up a data frame model so that rambling industrial and commercial underlying services builds number
According to by with unified criteria classification, thus value and the utilization rate of industrial and commercial business datum being improve.
2, due to the present invention, different data elements may be preset with different proof rules, thus realize different numbers
The standardization carrying out personalization according to unit limits so that the system of the present invention has higher standardization, thus simplifies various
Data carry out the difficulty utilized.
3, big due to data element quantity, there may be various relation between each data element, and this relation can
The value of data can be can reveal that, therefore, by arranging object, and represent object sum with utilizing 3D graph visualization
According to having adduction relationship between unit so that user can preferably observe this relation and utilize it.
4, it is provided with newly-increased module due to the present invention, can be adjusted according to the concrete condition of business by newly-increased module,
The system making the present invention has higher motility and practicality.
5, it is provided with succession function due to the present invention so that each business development business is when using industrial and commercial traffic criteria, permissible
Directly inherit and come to use, it is not necessary to the most individually set up, allow development process become more efficient, bottom more standard and meet province
The construction requirements of office.
6, the data standard industrial and commercial owing to invention provides for province so that the data standard specification one of industrial and commercial each operation system
Cause, more convenient and simple in the maintenance in later stage.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
In having technology to describe, the required accompanying drawing used is briefly described, it should be apparent that, the accompanying drawing in describing below is only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to
Other accompanying drawing is obtained according to these accompanying drawings.
Fig. 1 is the structural representation that data element of the present invention increases module newly.
Fig. 2 is the structural representation that proof rule of the present invention increases module newly.
Fig. 3 is the structural representation that object of the present invention increases module newly.
Fig. 4 is adduction relationship schematic diagram of the present invention.
Fig. 5 is the schematic flow sheet of data cleansing process of the present invention.
Detailed description of the invention
Below in conjunction with embodiment, the present invention is described in further detail, following example be explanation of the invention and
The invention is not limited in following example.
Embodiment 1:
The data system being applicable to all kinds of business of industrial and commercial bureau of the present embodiment is clear by form module, DBM, data
Mold cleaning block, data import module, newly-increased mould composition.
Form module includes the contents such as data element, object, code set, proof rule, wherein,
Data element is to define with one group of attribute description, identify, represent the data cell with permissible value.Such as, type of service
Title be a data cell.
To liking the set that data element forms according to a series of index item.That is, multiple different data element can be as one
Element in individual set, such as: name, sex, age etc. belong to " people " this object.
Code set is the set of permissible value code in data element.Such as, the value of sex field can only be man, 2 values of female.
Proof rule is a kind of check code, and the standardization for data element field value verifies, and each data element has each
Proof rule.Such as, presetting, the specification at the data element of sex is Chinese text form, if gone out in this data element
Show English alphabet or numeral, then this data element field value is the most undesirable, do not allow write.
DBM, for storing the source data through data cleansing forming list.
Data cleansing module, for carrying out Format adjusting to initial data.Briefly, it is simply that utilize existing data clear
Washing method formats adjustment to original data, makes data have and meets the specification that the present invention is set up.
Data import module, the data after importing cleaning.That is, after cleaning, data with the present invention sets up are
System carries out mating and importing, and the matched rule used is database association rule, the coupling between field, and according to current data, unit is determined
Code set and the proof rule of justice are verified, if all meeting, then source data coupling being come in, if not meeting, then pointing out mistake
Information.The concrete condition of each system according to this matched rule, presets, such as: " name " this field can be mated in advance
" name ", " name ", " name " etc..
Newly-increased module, increases module newly including data element, proof rule increases module newly, object increases module newly, is respectively used to increase
Add new data element, proof rule and object.
As it is shown in figure 1, data element increases module newly, including service attribute classification, data element title and mark, foundation code
Collection, proof rule, data form；Service attribute classification includes that classification, class code, classification describe；Foundation code set pair title,
Service attribute classification, source ID, imprint, the permissible value of value are controlled；Proof rule to title, service attribute classification,
Source ID, checking function, the content of imprint whether verify by specification；Data form include service attribute, object oriented,
Cited field.
Data element increases module newly and also includes unit, source ID, source document, remarks and imprint.
As in figure 2 it is shown, proof rule increases module newly, including title, service attribute classification, source ID, source document, checking
Function, remarks, imprint.
As it is shown on figure 3, object increases module newly, including object oriented, type of service, remarks, imprint.
As shown in Figure 4, having adduction relationship between object and data element, adduction relationship uses 3D graph visualization to represent.
As: if the great circle in Fig. 4 is object person, connected roundlet can be name, sex etc..By the way of 3D figure, can
So that to the relation between data element, and the adduction relationship between object and data element is observed and is analyzed.
Imprint is for illustrating, including version number and saying version number the change content of same data element
Bright.Such as, object overseas-funded enterprise is updated a version, then need version is done similar as described below: this version updating master
Data element shareholder be with the addition of, a little version of simultaneously version number being upgraded.
For one group of complete example, including data element, object, code set and proof rule:
1, data element: set up data element name, sex；
2, code set: wherein the value of sex can only be man or female；
3, proof rule: name sets proof rule: the length of name is less than 8 characters, does not the most allow input to be somebody's turn to do
Name；
4, object: set up object person, reference data unit name and sex.
With reference to Fig. 5, the data processing method being applicable to all kinds of business of industrial and commercial bureau of the present embodiment, comprise the steps:
S1. initialization data storehouse, and Criterion list, standard list includes data element name, unit, source ID, version
Explanation；
S2. Criterion rule:
S21. source data is compared with standard list, it is thus achieved that standard difference；
S22. according to standard difference, established standards rule；
S3. set up proof rule, including to data form, the length of value, the scope of value, the rule of value, long measure, go out
The specification in source, place；
S4. the source data coming from each industrial and commercial operation system is carried out and Format adjusting, including:
S41. source data is compared with standard rule, filter out applicable standard rule；
S42. according to standard rule, source data is carried out Format adjusting；
S5. the data through Format adjusting are imported in data base；
S6. form list, utilize proof rule to verify simultaneously:
S61. by order of the field, transfer proof rule one by one and verify, do not have the field of proof rule automatically to skip, right
Next field is verified；
S62. the data write list of proof rule is met；Do not meet the data refusal write list of proof rule, and carry
Show error message.
In above-mentioned steps S42, standard difference
If difference in length, then source data is compared with normal data, by the length of source data according to normal data
Length from left to right carry out cut position；
If data format differences, then carry out form conversion by the reference format transfer standard that data base defines；
If codomain difference, and the quantity of codomain is consistent, but value difference, then according to the value of normal data, by source data
Value conversion；If the quantity of codomain is inconsistent, the value of the codomain of comparison source data and normal data, by the value of the codomain of source data with
Many modes are deposited into the codomain of normal data by 1 pair 1 or 1, and value is filled out according to the value of normal data；
If the difference of proof rule, then the principle of proof rule is one section of function, according to the proof rule of normal data
Replace the proof rule of source data.
If field disappearance difference, and the field that source data existence is more than the data standard of the present invention, then to source number
According to processing, value is integrated, be associated by a label symbol.
Furthermore, it is necessary to explanation, the specific embodiment described in this specification, the shape of its parts and components, it is named
Titles etc. can be different.All equivalences done according to structure, feature and the principle described in inventional idea of the present invention or simple change, all wrap
Include in the protection domain of patent of the present invention.Described can be embodied as by those skilled in the art
Example is made various amendment or supplements or use similar mode to substitute, without departing from the structure of the present invention or surmount this
Scope as defined in the claims, all should belong to protection scope of the present invention.
Claims (9)
1. it is applicable to a data system for all kinds of business of industrial and commercial bureau, it is characterized in that: include
Form module, including data element, object, code set and proof rule module, wherein, proof rule is a kind of verification generation
Code, the standardization for data element field value verifies, and each data element has respective proof rule；
DBM, for storing the data forming form module；
Data cleansing module, for carrying out Format adjusting and coupling to source data, including standard rule module and modular converter；
Data import module, the data after importing cleaning；
Newly-increased module, increases module newly including data element, proof rule increases module newly, object increases module newly, is respectively used to increase new
Data element, proof rule and object.
The data system being applicable to industrial and commercial all kinds of business the most according to claim 1, is characterized in that: described data element is new
Increase module, including service attribute classification, data element title and mark, foundation code collection, proof rule, data form；Business belongs to
Property classification include that classification, class code, classification describe；The classification of foundation code set pair title, service attribute, source ID, version are said
Permissible value bright, value is controlled；Proof rule is to title, service attribute classification, source ID, checking function, imprint
Content whether verify by specification；Data form includes service attribute, object oriented, cited field.
The data system being applicable to industrial and commercial all kinds of business the most according to claim 2, is characterized in that: described data element is new
Increase module and also include unit, source ID, source document, remarks and imprint.
The data system being applicable to industrial and commercial all kinds of business the most according to claim 1, is characterized in that: described proof rule
Newly-increased module, including title, service attribute classification, source ID, source document, checking function, remarks, imprint.
The data system being applicable to industrial and commercial all kinds of business the most according to claim 1, is characterized in that: described object increases newly
Module, including object oriented, type of service, remarks, imprint.
The data system being applicable to industrial and commercial all kinds of business the most according to claim 1, is characterized in that: described object sum
According to having adduction relationship between unit, described adduction relationship uses 3D graph visualization to represent.
7., according to the data system being applicable to industrial and commercial all kinds of business described in any one of claim 2 to 5, it is characterized in that: described
Imprint for the change content of same data element is illustrated.
8. the data processing method being applicable to all kinds of business of industrial and commercial bureau, it is characterised in that arbitrary based on claim 1 to 7
The data system being applicable to industrial and commercial all kinds of business described in Xiang, comprises the steps:
S1. initialization data storehouse, and Criterion list, described standard list includes data element name, unit, source ID, version
Explanation；
S2. Criterion rule:
S21. source data is compared with standard list, it is thus achieved that standard difference；
S22. according to standard difference, established standards rule；
S3. set up proof rule, come including to data form, the length of value, the scope of value, the rule of value, long measure, source
The specification in source；
S4. the source data coming from each industrial and commercial operation system is carried out and Format adjusting, including:
S41. source data is compared with standard rule, filter out applicable standard rule；
S42. according to standard rule, source data is carried out Format adjusting；
S5. the data through Format adjusting are imported in data base；
S6. form list, utilize proof rule to verify simultaneously:
S61. by order of the field, transfer proof rule one by one and verify, do not have the field of proof rule automatically to skip, to next
Individual field is verified；
S62. the data write list of proof rule is met；Do not meet the data refusal write list of proof rule, and point out mistake
False information.
9. the data processing method being applicable to industrial and commercial all kinds of business described in claim 8, is characterized in that: described step S42
In, standard difference
If difference in length, then source data is compared with normal data, by the length of source data according to the length of normal data
Degree from left to right carries out cut position；
If data format differences, then carry out form conversion by the reference format transfer standard that data base defines；
If codomain difference, and the quantity of codomain is consistent, but value difference, then according to the value of normal data, the value of source data is turned
Change；If the quantity of codomain is inconsistent, the value of the codomain of comparison source data and normal data, by the value of the codomain of source data with 1 to 1
Or 1 be deposited into the codomain of normal data to many modes, and value is filled out according to the value of normal data；
If the difference of proof rule, then the principle of proof rule is one section of function, replaces according to the proof rule of normal data
Change the proof rule of source data.
If field disappearance difference, and the field that source data existence is more than the data standard of the present invention, then source data is entered
Row processes, and value is integrated, is associated by a label symbol.
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| CN201610383778.4A CN106095837A (en) | 2016-06-01 | 2016-06-01 | It is applicable to data system and the data processing method of industrial and commercial all kinds of business |
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| CN201610383778.4A CN106095837A (en) | 2016-06-01 | 2016-06-01 | It is applicable to data system and the data processing method of industrial and commercial all kinds of business |
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| CN106529891A (en) * | 2016-08-05 | 2017-03-22 | 安徽和信科技发展有限责任公司 | Platform data cleaning method |
| CN107644077A (en) * | 2017-09-19 | 2018-01-30 | 杭州贝购科技有限公司 | Data consistency monitoring method, computer equipment and storage medium |
| CN107895047A (en) * | 2017-12-04 | 2018-04-10 | 山东浪潮通软信息科技有限公司 | A kind of list lead-in and lead-out method and device |
| CN108073694A (en) * | 2017-12-08 | 2018-05-25 | 国云科技股份有限公司 | A kind of enterprise attributes standardized system and its implementation based on biradical standard |
| CN109359277A (en) * | 2018-10-22 | 2019-02-19 | 众安在线财产保险股份有限公司 | Data monitoring method, equipment and computer storage medium |
| CN110045844A (en) * | 2019-04-15 | 2019-07-23 | 南京孜博汇信息科技有限公司 | Position encoded form data processing system |
| CN110597816A (en) * | 2019-09-17 | 2019-12-20 | 深圳追一科技有限公司 | Data processing method, data processing device, computer equipment and computer readable storage medium |
| CN112465620A (en) * | 2020-12-30 | 2021-03-09 | 广东金赋科技股份有限公司 | Terminal form filling service linkage method and device based on dynamic form and rule engine |
| CN113946592A (en) * | 2021-12-21 | 2022-01-18 | 湖南天云软件技术有限公司 | Configuration management database updating method, device, equipment, medium and program product |
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| CN106529891A (en) * | 2016-08-05 | 2017-03-22 | 安徽和信科技发展有限责任公司 | Platform data cleaning method |
| CN107644077A (en) * | 2017-09-19 | 2018-01-30 | 杭州贝购科技有限公司 | Data consistency monitoring method, computer equipment and storage medium |
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| CN110045844A (en) * | 2019-04-15 | 2019-07-23 | 南京孜博汇信息科技有限公司 | Position encoded form data processing system |
| CN110597816A (en) * | 2019-09-17 | 2019-12-20 | 深圳追一科技有限公司 | Data processing method, data processing device, computer equipment and computer readable storage medium |
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| CN113946592B (en) * | 2021-12-21 | 2022-03-22 | 湖南天云软件技术有限公司 | Configuration management database updating method, device, equipment, medium and program product |
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