CN106991131A - A kind of data processing method and device - Google Patents
A kind of data processing method and device Download PDFInfo
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- CN106991131A CN106991131A CN201710134937.1A CN201710134937A CN106991131A CN 106991131 A CN106991131 A CN 106991131A CN 201710134937 A CN201710134937 A CN 201710134937A CN 106991131 A CN106991131 A CN 106991131A
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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
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
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Abstract
The invention belongs to technology for information acquisition field, more particularly to a kind of data processing method and device.Methods described includes：Obtain the first webpage；The object of first webpage is obtained according to first webpage；The first mapping relations between first webpage and the object are obtained according to the object and first webpage；The second webpage is obtained, wherein, first webpage and second webpage have identical attribute information；Position of the element to be obtained in second webpage is obtained according to first mapping relations；Data of the element to be obtained in the position are obtained according to first mapping relations；Judge the data type of the data；When the data type is basic data type, the data are standardized.By above-mentioned technical proposal, it is low to solve rate of code reuse in the prior art, and it is chaotic to easily cause code administration, the technical problem that analysis result can not be used directly mostly.
Description
Technical field
The present invention relates to technology for information acquisition field, more particularly to a kind of data processing method and device.
Background technology
With the rapid growth of web page quantity, in order to allow users to fast and accurately obtain oneself letter interested
Breath, it will usually first carry out information extraction to these page datas, carries out web analysis.
But, those skilled in the art have found there is following deficiency in the prior art in routine duties：
Web analysis method of the prior art, when task is more, rate of code reuse is low；Disparity items parsing content is not
Together, it is chaotic due to without fixed coding criterion, easily causing code administration when many people complete jointly；And analysis result is equal
For the original value on webpage, can not directly it use mostly.
The content of the invention
The embodiments of the invention provide a kind of data processing method and device, solve in the prior art when task is more
Rate of code reuse is low, code administration confusion is easily caused when many people complete jointly, analysis result is the original value on webpage, greatly
The technical problem that can not directly use more, with rate of code reuse is improved, makes code administration easy, available directly to use
Data, reduce to parse staff technical requirements technique effect.
The embodiment of the present application provides a kind of data processing method, and applied to the data acquisition to webpage, methods described includes：
Obtain the first webpage；The object of first webpage is obtained according to first webpage；According to the object and first net
Page obtains the first mapping relations between first webpage and the object；The second webpage is obtained, wherein, first webpage
There is identical attribute information with second webpage；Element to be obtained is obtained described second according to first mapping relations
Position in webpage；Data of the element to be obtained in the position are obtained according to first mapping relations；Judge described
The data type of data；When the data type is basic data type, the data are standardized.
Further, methods described also includes：By in the data Cun Chudao databases after the standardization.
Further, the object also includes positioning note, described to obtain member to be obtained according to first mapping relations
Position of the element in second webpage, be specially：Explained according to positioning and obtain element to be obtained in second webpage
Position.
Further, the object also includes value note, described to wait to obtain according to being obtained first mapping relations
Element is taken in the data of the position, is specially：The element to be obtained is obtained in the position by calling value to explain
Data.
Further, methods described also includes：When the data type is not basic data type, then the 3rd net is obtained
Page, wherein, first webpage and the 3rd webpage have identical attribute information.
The embodiment of the present application also provides a kind of data processing equipment, and described device includes：First obtains unit, described first
Obtaining unit is used to obtain the first webpage；Second obtaining unit, second obtaining unit is used to be obtained according to first webpage
Obtain the object of first webpage；3rd obtaining unit, the 3rd obtaining unit is used for according to the object and described first
Webpage obtains the first mapping relations between first webpage and the object；4th obtaining unit, the described 4th obtains single
Member is used to obtain the second webpage, wherein, first webpage and second webpage have identical attribute information；5th obtains
Unit, the 5th obtaining unit is used to obtain element to be obtained in second webpage according to first mapping relations
Position；6th obtaining unit, the 6th obtaining unit is used to obtain the element to be obtained according to first mapping relations
Data in the position；First judging unit, first judging unit is used for the data type for judging the data；First
Processing unit, the first processing units are used for when the data type is basic data type, and rower is entered to the data
Quasi-ization processing.
Further, described device also includes：First memory cell, first memory cell is used for the standardization
In data Cun Chudao databases after processing.
Further, described device also includes：7th obtaining unit, the 7th obtaining unit is used to be explained according to positioning
Obtain position of the element to be obtained in second webpage.
Further, described device also includes：8th obtaining unit, the 8th obtaining unit is used for by calling value
Explain the data for obtaining the element to be obtained in the position.
Further, methods described also includes：9th obtaining unit, the 9th obtaining unit is used to work as the data class
When type is not basic data type, then the 3rd webpage is obtained, wherein, first webpage and the 3rd webpage have identical
Attribute information.
Said one or multiple technical schemes in the embodiment of the present application, are at least imitated with following one or more technologies
Really：
1st, the embodiment of the present application is by providing a kind of data processing method, applied to the data acquisition to webpage, the side
Method includes：Obtain the first webpage；The object of first webpage is obtained according to first webpage；According to the object and described
First webpage obtains the first mapping relations between first webpage and the object；The second webpage is obtained, wherein, described
One webpage and second webpage have identical attribute information；Element to be obtained is obtained in institute according to first mapping relations
State the position in the second webpage；Data of the element to be obtained in the position are obtained according to first mapping relations；Sentence
The data type for the data of breaking；When the data type is basic data type, the data are standardized,
And by the data storage after standardization into database.By above-mentioned technical proposal, webpage solution in the prior art is solved
Analysis rate of code reuse when task is more is low, code administration confusion is easily caused when many people complete jointly, analysis result is net
Original value on page, the technical problem that can not directly use mostly, with rate of code reuse is improved, makes code administration easy, can
The data that can directly use are obtained, the technique effect of the technical requirements to parsing staff is reduced.
2nd, the embodiment of the present application is subsequently completed by setting up the first mapping relations of first webpage and the object
During page parsing, with the technique effect for improving rate of code reuse.
3rd, the embodiment of the present application can be used directly by being standardized to the data that page parsing is obtained
Data, the technique effect with the available analysis result data that can directly use.
Brief description of the drawings
A kind of data processing method flow chart that Fig. 1 provides for the embodiment of the present application；
A kind of data processing equipment schematic diagram that Fig. 2 provides for the embodiment of the present application.
Embodiment
The embodiment of the present application provides a kind of data processing method and device, solves in the prior art when task is more
Rate of code reuse is low, code administration confusion is easily caused when many people complete jointly, analysis result is the original value on webpage, greatly
The technical problem that can not directly use more, with rate of code reuse is improved, makes code administration easy, available directly to use
Data, reduce to parse staff technical requirements technique effect.
In order to solve the above-mentioned technical problem, the thinking that the present invention is provided is as follows：
The embodiment of the present application provides a kind of data processing method, and applied to the data acquisition to webpage, methods described includes：
Obtain the first webpage；The object of first webpage is obtained according to first webpage；According to the object and first net
Page obtains the first mapping relations between first webpage and the object；The second webpage is obtained, wherein, first webpage
There is identical attribute information with second webpage；Element to be obtained is obtained described second according to first mapping relations
Position in webpage；Data of the element to be obtained in the position are obtained according to first mapping relations；Judge described
The data type of data；When the data type is basic data type, the data are standardized.By upper
Technical scheme is stated, solves in the prior art that rate of code reuse is low when task is more, generation is easily caused when many people complete jointly
Code managerial confusion, analysis result is the original value on webpage, the technical problem that can not directly use mostly, with raising code
Reusability, makes code administration easy, the available data that can directly use, and reduces to the technical requirements of parsing staff
Technique effect.
Technical solution of the present invention is described in detail below by accompanying drawing and specific embodiment, it should be understood that the application
Specific features in embodiment and embodiment are the detailed description to technical scheme, rather than to present techniques
The restriction of scheme, in the case where not conflicting, the technical characteristic in the embodiment of the present application and embodiment can be mutually combined.
The terms "and/or", only a kind of incidence relation for describing affiliated partner, represents there may be three kinds of passes
System, for example, A and/or B, can be represented：Individualism A, while there is A and B, these three situations of individualism B.In addition, herein
Middle character "/", it is a kind of relation of "or" to typically represent forward-backward correlation object.
Embodiment 1：
A kind of data processing method flow chart that Fig. 1 provides for the embodiment of the present application, methods described is applied to webpage
Data acquisition, specifically, a kind of data processing method that the embodiment of the present application is provided, including three phases：Preparatory stage, solution
Analyse content of pages stage, data persistence stage.
The preparatory stage includes step 101 to step 103：
Step 101：Obtain the first webpage；
Step 102：The object of first webpage is obtained according to first webpage；
Specifically, obtained after first webpage, first webpage is analyzed, according to right by step 101
The analysing content of first webpage, determines the object of first webpage, and the object can be specifically JavaBean,
JavaBean is a kind of special class in Java language, be able to can be carried out by multiple object encapsulations into an object (Bean)
There is provided without reference configuration device, there is provided getter methods and the attribute of setter way access objects for serializing.In JavaBean
" Bean " is the usual call of the software capable of being recombined component for Java.
Step 103：The between first webpage and the object is obtained according to the object and first webpage
One mapping relations；
Specifically, the info web of first webpage is encapsulated into the object, then completed first net
Page arrives the mapping of the object.Further, the object includes：Need crawl data, positioning explain, value explain and
Data normalization processing.First mapping relations include：The data that are captured the need for first webpage, positioning are explained, taken
Data, positioning note, the value captured the need for value note and data normalization processing and the object is explained and data mark
The mapping relations of standardization processing.By setting up the first mapping relations of first webpage and the object, page is subsequently completed
When face is parsed, with the technique effect for improving rate of code reuse.
Wherein, it is described note be also metadata, be a kind of other explanation of code level, can state bag, class, field, method,
Before local variable, method parameter etc., for being illustrated to these elements, annotation；The data normalization be enterprise or
The process being standardized to the definition of data, tissue, supervision and protection is organized, because different variables usually have different lists
Position and different degrees of variation, before data analysis, we are usually required data normalization first.
The parsing content of pages stage includes step 104 to step 107：
Step 104：The second webpage is obtained, wherein, first webpage and second webpage have identical attribute letter
Breath；
Specifically, it can be downloaded on network and obtain second webpage, second webpage is webpage to be resolved,
Wherein, first webpage and second webpage have identical attribute information, so that second webpage utilizes described the
First mapping relations of one webpage and the object carry out page parsing.
Step 105：Position of the element to be obtained in second webpage is obtained according to first mapping relations；
Specifically, the object also includes positioning note, and first mapping relations include determining for first webpage
Explain the mapping relations that the positioning with the object is explained in position.The note content that the positioning is explained is specifically, pass through positioning
Mode obtains the element being selected in DOM using JSoup.Wherein, the positioning can by element ID, element property or
Select selectors are realized；The JSoup is a kind of Java html parser, can directly parse some URL addresses, Html
Content of text, can take out and peration data by DOM, CSS and similar to jQuery operating method；The DOM's is complete
Referred to as DocumentObject Model, i.e. DOM Document Object Model, define the standard side for accessing and operating HTML/XML documents
Method, and corresponding document is rendered as the tree construction with element, attribute and text.
It is described to obtain position of the element to be obtained in second webpage according to first mapping relations, be specially：
The position for obtaining element to be obtained in second webpage is explained according to positioning, i.e., by element ID, element property or
Select selectors realize that the modes such as element are positioned, and position of the element to be obtained in second webpage is obtained using Jsoup
Put.
Step 106：Data of the element to be obtained in the position are obtained according to first mapping relations；
Specifically, the object also includes value note, and first mapping relations also include first webpage
Value explains the mapping relations explained with the value of the object.The note content that the value is explained is specifically, pass through positioning
Behind the position for obtaining the element to be obtained, the value of the element is obtained, can obtain described by Text, Html, Attr
Data of the element to be obtained in the position.It is described to obtain the element to be obtained in institute's rheme according to first mapping relations
The data put, be specially：The element to be obtained is obtained in the data of the position by calling value to explain, that is, is passed through
Text, Html, Attr obtain the element to be obtained in the data of the position, for json data structures, can be used directly
One special note@json carrys out value.Wherein, the json is a kind of data interchange format of lightweight.
Step 107：Judge the data type of the data；
Specifically, the element to be obtained is obtained after the data of the position by step 106, it is necessary to judge described
The data type of data.
Step 108：When the data type is basic data type, the data are standardized.
Specifically, when the data type is the array of basic data type either basic data type composition, institute
It is the data that can not directly use to state data, then the data is standardized, the data that can be used directly.Its
In, the basic data type includes：In java, each variable must state a type, java basic data types
Include Boolean type, integer, floating point type etc..
Further, the data persistence stage includes：By the data Cun Chudao databases after the standardization
In.
Specifically, the data after the standardization that above-mentioned steps are obtained are the data that can be used directly, can by described in
The data storage directly used is to database, or the position such as local disk, available for subsequently using, saves time and resource.
Further, methods described also includes：When the data type is not basic data type, then the 3rd net is obtained
Page, wherein, first webpage and the 3rd webpage have identical attribute information.
Specifically, by the judgement of step 107, when the data type is not basic data type, then need after
It is continuous to obtain the 3rd webpage, that is, continue to download webpage to be resolved, and repeat step 104 to step 107.
Fig. 2 show the embodiment of the present application and also provides a kind of data processing equipment schematic diagram, and described device includes：
First obtains unit 11, the first obtains unit is used to obtain the first webpage；
Second obtaining unit 12, second obtaining unit is used to obtain first webpage according to first webpage
Object；
3rd obtaining unit 13, the 3rd obtaining unit is used for according to being obtained the object and first webpage
The first mapping relations between first webpage and the object；
4th obtaining unit 14, the 4th obtaining unit is used to obtain the second webpage, wherein, first webpage and institute
Stating the second webpage has identical attribute information；
5th obtaining unit 15, the 5th obtaining unit is used to obtain element to be obtained according to first mapping relations
Position in second webpage；
6th obtaining unit 16, the 6th obtaining unit is used to obtain described to be obtained according to first mapping relations
Data of the element in the position；
First judging unit 17, first judging unit is used for the data type for judging the data；
First processing units 18, the first processing units are used for when the data type is basic data type, right
The data are standardized.
Further, described device also includes：First memory cell, first memory cell is used for the standardization
In data Cun Chudao databases after processing.
Further, described device also includes：7th obtaining unit, the 7th obtaining unit is used to be explained according to positioning
Obtain position of the element to be obtained in second webpage.
Further, described device also includes：8th obtaining unit, the 8th obtaining unit is used for by calling value
Explain the data for obtaining the element to be obtained in the position.
Further, described device also includes：9th obtaining unit, the 9th obtaining unit is used to work as the data class
When type is not basic data type, then the 3rd webpage is obtained, wherein, first webpage and the 3rd webpage have identical
Attribute information.
A kind of data processing method and device that the embodiment of the present application is provided at least have technique effect：
1st, the embodiment of the present application is by providing a kind of data processing method, applied to the data acquisition to webpage, the side
Method includes：Obtain the first webpage；The object of first webpage is obtained according to first webpage；According to the object and described
First webpage obtains the first mapping relations between first webpage and the object；The second webpage is obtained, wherein, described
One webpage and second webpage have identical attribute information；Element to be obtained is obtained in institute according to first mapping relations
State the position in the second webpage；Data of the element to be obtained in the position are obtained according to first mapping relations；Sentence
The data type for the data of breaking；When the data type is basic data type, the data are standardized,
And by the data storage after standardization into database.By above-mentioned technical proposal, webpage solution in the prior art is solved
Analysis rate of code reuse when task is more is low, code administration confusion is easily caused when many people complete jointly, analysis result is net
Original value on page, the technical problem that can not directly use mostly, with rate of code reuse is improved, makes code administration easy, can
The data that can directly use are obtained, the technique effect of the technical requirements to parsing staff is reduced.
2nd, the embodiment of the present application is subsequently completed by setting up the first mapping relations of first webpage and the object
During page parsing, with the technique effect for improving rate of code reuse.
3rd, the embodiment of the present application can be used directly by being standardized to the data that page parsing is obtained
Data, the technique effect with the available analysis result data that can directly use.
, but those skilled in the art once know basic creation although preferred embodiments of the present invention have been described
Property concept, then can make other change and modification to these embodiments.So, appended claims are intended to be construed to include excellent
Select embodiment and fall into having altered and changing for the scope of the invention.
Obviously, those skilled in the art can carry out the essence of various changes and modification without departing from the present invention to the present invention
God and scope.So, if these modifications and variations of the present invention belong to the scope of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to comprising including these changes and modification.
Claims (10)
1. a kind of data processing method, applied to the data acquisition to webpage, it is characterised in that methods described includes：
Obtain the first webpage；
The object of first webpage is obtained according to first webpage；
The first mapping relations between first webpage and the object are obtained according to the object and first webpage；
The second webpage is obtained, wherein, first webpage and second webpage have identical attribute information；
Position of the element to be obtained in second webpage is obtained according to first mapping relations；
Data of the element to be obtained in the position are obtained according to first mapping relations；
Judge the data type of the data；
When the data type is basic data type, the data are standardized.
2. the method as described in claim 1, it is characterised in that methods described also includes：
By in the data Cun Chudao databases after the standardization.
It is described according to described the 3. the method as described in claim 1, it is characterised in that the object also includes positioning and explained
One mapping relations obtain position of the element to be obtained in second webpage, are specially：
The position for obtaining element to be obtained in second webpage is explained according to positioning.
It is described according to described the 4. the method as described in claim 1, it is characterised in that the object also includes value and explained
One mapping relations obtain data of the element to be obtained in the position, are specially：
The data for obtaining the element to be obtained in the position by calling value to explain.
5. the method as described in claim 1, it is characterised in that methods described also includes：
When the data type is not basic data type, then the 3rd webpage is obtained, wherein, first webpage and described the
Three webpages have identical attribute information.
6. a kind of data processing equipment, it is characterised in that described device includes：
First obtains unit, the first obtains unit is used to obtain the first webpage；
Second obtaining unit, second obtaining unit is used for the object that first webpage is obtained according to first webpage；
3rd obtaining unit, the 3rd obtaining unit is used to obtain first net according to the object and first webpage
The first mapping relations between page and the object；
4th obtaining unit, the 4th obtaining unit is used to obtain the second webpage, wherein, first webpage and described second
Webpage has identical attribute information；
5th obtaining unit, the 5th obtaining unit is used to obtain element to be obtained described according to first mapping relations
Position in second webpage；
6th obtaining unit, the 6th obtaining unit is used to be existed according to first mapping relations acquisition element to be obtained
The data of the position；
First judging unit, first judging unit is used for the data type for judging the data；
First processing units, the first processing units are used for when the data type is basic data type, to the number
According to being standardized.
7. device as claimed in claim 6, it is characterised in that described device also includes：
First memory cell, first memory cell is used in the data Cun Chudao databases after the standardization.
8. method as claimed in claim 6, it is characterised in that described device also includes：
7th obtaining unit, the 7th obtaining unit, which is used to be explained according to positioning, obtains element to be obtained in second webpage
In position.
9. method as claimed in claim 6, it is characterised in that described device also includes：
8th obtaining unit, the 8th obtaining unit is used to obtain the element to be obtained described by calling value to explain
The data of position.
10. method as claimed in claim 6, it is characterised in that methods described also includes：
9th obtaining unit, the 9th obtaining unit is used for when the data type is not basic data type, then obtains
3rd webpage, wherein, first webpage and the 3rd webpage have identical attribute information.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201710134937.1A CN106991131A (en) | 2017-03-08 | 2017-03-08 | A kind of data processing method and device |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201710134937.1A CN106991131A (en) | 2017-03-08 | 2017-03-08 | A kind of data processing method and device |
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| CN201710134937.1A Pending CN106991131A (en) | 2017-03-08 | 2017-03-08 | A kind of data processing method and device |
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| CN103714117A (en) * | 2012-03-30 | 2014-04-09 | 奇智软件（北京）有限公司 | Webpage form recognizing method |
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Application publication date: 20170728 |