CN109840121A - A kind of vocational ability analysis data collection system and its control method - Google Patents
A kind of vocational ability analysis data collection system and its control method Download PDFInfo
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- CN109840121A CN109840121A CN201811612141.3A CN201811612141A CN109840121A CN 109840121 A CN109840121 A CN 109840121A CN 201811612141 A CN201811612141 A CN 201811612141A CN 109840121 A CN109840121 A CN 109840121A
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Abstract
The present invention discloses a kind of vocational ability analysis data collection system and its control method, and the initial request including obtaining first URL uniform resource locator transfers call back function after request returns；In call back function, analyzing web page responds and returns item objects and requests the iteration of object or item objects and request object, and the response and return request include a readjustment；Then it is downloaded by data crawler, carries out readjustment processing；In call back function, the content of website is parsed, and generates the data item of parsing；Include item objects and request object and data item by the project returned from spider, and project is moved into project pipeline；It is received by inside and outside data-interface, processing and return acquire data.The present invention can be such that talent market data are efficiently collected, and talent market more simplifies in collection process, improve the validity and timeliness of employment data acquisition, greatly reduce the cost of employment data collection.
Description
Technical field
The invention belongs to data acquisition technology field, more particularly to a kind of vocational ability analyze data collection system and its
Control method.
Background technique
The data analysis scheme of existing employment class, for job hunter occupational planning mostly based on giving lessons, big portion
The occupational planning divided only teaches some interview methods and overall situation analysis, and often an occupational planning course needs to spend
Fund cost can reach members up to ten thousand, and the time cost of consuming is also at least at two to six months, and obtained conclusion is often theory
Major principle, helped without substantive, a reasonable proposal can not be also proposed for Man's Demands, and may be because teaching tempo
Limitation, the student often to let on are more vast and hazy.When job hunter need change one's profession or be transferred to civilian work when, existing data analysis scheme also without
Method provides intuitive and effective reference frame, and number of site platform is also provided with similar vocational ability and analyzes, but there are still
Following disadvantage:
Lack trade trend information, indefinite profession (department) and industry counterpart relationship, student is to right after this major
The industry wide of mouth is not clear enough, causes to lack industry job opportunity, reduces employment probability；Lacking positions demand information, (three is big
Portal of obtaining employment supplies deserted industry post information insufficient), student does not know about the employment of employing unit in industry of originally suiting one's training
The requirement of post information and these posies to job hunter；Lacking Positional Competency information, (three big employment portals are to deserted row
The inaugural ability information supply in industry post is insufficient), student does not know about the inaugural ability in post required by employing unit's recruitment post and wants
Seek information；The capability of finding employment and professional knowledge disconnect, which course set in the indefinite existing syllabus of student, operative skill and
Profile is employing unit's needs, if these clear information will significant increase employment probability；Lack precisely employment hilllock
Position information, three big employment portal (51job, the recruitment of intelligence connection, China HR) recruitment informations and profile's matching degree be not high.Together
When lack local post information.Cause student is still most to use traditional employment acquisition of information channel under line, acquisition of information is at high cost,
Inefficiency.
Since the collection of employment data is complicated extensively, existing employment data acquisition system efficiently and can not be obtained accurately
The talent markets such as the employment data of inside and outside dynamic is taken, collection process very complicated greatly reduces the effect of talent market acquisition
Rate, and substantially increase the cost during employment data is collected.
Summary of the invention
To solve the above-mentioned problems, the invention proposes a kind of vocational ability analysis data collection system and its controlling parties
Method can be such that talent market data are efficiently collected, and talent market more simplifies in collection process, improve employment number
According to the validity and timeliness of acquisition, the cost of employment data collection is greatly reduced.
In order to achieve the above objectives, the technical solution adopted by the present invention is that: a kind of vocational ability analysis data collection system
Control method is completed the acquisition of analysis report data by analysis report data acquisition module, passes through job information collection
Module includes that the job information of recruitment website is crawled from Secondary College platform；Comprising steps of
S01: obtaining the initial request of first URL uniform resource locator, transfers call back function after request returns；The
One initial request is by calling start_requests method, and this method default is generated from the Url in start_urls
Request, and parsing is executed to call call back function；
S02: in call back function, analyzing web page responds and returns item objects and request object or item objects and request
The iteration of object, the response and return request include a readjustment；Then it is downloaded by data crawler, carries out readjustment processing；
S03: in call back function, the content of website is parsed, and generates the data item of parsing；
S04: include item objects and request object and data item by the project returned from spider, and project garrison is arrived
Project pipeline；
S05: it is received by inside and outside data-interface, processing and return acquire data.
Further, the execution method of the project pipeline comprising steps of
S41: the data of HTML hypertext markup language in cleaning return project；
S42: verifying the data being resolved to, and whether inspection item includes necessary field；
S43: checking whether it is repeated data, deletes if repeating；
S44: by the data being resolved to storage into database.
Further, the data-interface of the data collection system includes internal data interface and external data interface,
The interactive object of the internal data interface is the request of data that integrated built-in system is initiated, and the external data interface includes
It requests external data interface and data-interface is externally provided.
Further, the processing method of the internal data interface comprising steps of
S511: after initiating internal data request, request Liferay open source portal flat in a manner of URL uniform resource locator
Platform handles service logic；
S512: after carrying out business logic processing by Liferay open source portal platform, corresponding internal interface group is called
Part；
S513: the Ajax request in Liferay is initiated to Liferay platform service by the internal internal interface component
Layer；
S514:Liferay platform services layer carries out data query from basic data layer, while returned data result arrives
Liferay platform services layer；
S515: Ajax data result is returned to interface module by platform services layer, and interface module carries out group to Ajax data
It knits, gives interface requests end with JSON data back.
Further, it is described request external data interface processing method comprising steps of
S521: after initiating external interface request of data, Liferay open source door is requested in a manner of url uniform resource locator
Family platform handles service logic；
S522: after carrying out business logic processing by Liferay open source portal platform, corresponding external interface component is called；
S523: Liferay Ajax request is initiated to Liferay platform services layer by the external interface component；
S524: data query is carried out from basic data layer by Liferay platform services layer, while returned data result arrives
Liferay business logic processing layer；
S525: it is asked by Liferay business logic processing layer returning to external data request operation result to external interface data
Ask end.
Further, it is described it is external provide data-interface processing method comprising steps of
S531: after initiating external data request, to Liferay open source portal platform in a manner of url uniform resource locator
Business logic processing initiate request；
S532: after carrying out business logic processing by Liferay open source portal platform, corresponding external interface component is called；
S533: Liferay Ajax request is initiated to Liferay platform services layer by the external interface component；
S534: data query is carried out from basic data layer by Liferay platform services layer, while returned data result arrives
Liferay platform services layer；
S535: Ajax data result is returned into external interface component by platform services layer, external interface component is to Ajax
Data carry out tissue, give external request end with JSON data back.
On the other hand, the present invention also provides a kind of vocational abilities to analyze data collection system, including analysis data report
Acquisition module, job information acquisition module and acquisition data processing module, the analysis data report acquisition module and just
Industry post information acquisition module with acquisition data processing module；
The analysis report data acquisition module includes configuration questionnaire template maintenance unit, questionnaire maintaining item bank unit, asks
Volume management unit, questionnaire lead-out unit, one key retransmission unit of questionnaire and questionnaire import unit complete adopting for analysis report data
Collection；
The job information acquisition module includes the job information that recruitment website is crawled from Secondary College platform；
The acquisition data processing module, centralized collection and distributes the analysis data report acquisition module and job
Acquisition information acquired in information acquisition module.
Further, the job information acquisition module further includes information in order to guarantee the authentic and valid of information
Authentication unit, the Information Authentication unit include the verifying to enterprise's industrial and commercial registration information and enterprise's base number；The information
The automatic inquiry of completion is connected with industrial and commercial registration information query interface for authentication unit, completes enterprise's industrial and commercial registration Information Authentication；Simultaneously
The integrated network telephony feature automatic dialing enterprise base number in Information Authentication unit, the unobstructed expression of base are proved to be successful.
Further, the acquisition data processing module includes scheduler program, downloader, spider, project pipeline, downloading
Device middleware, spider middleware and scheduling middleware；
The scheduler program receives request and Sorted list enqueue from flow chart of data processing engine, and draws in data crawler
It is returned after holding up sending request；
The downloader grabs webpage and web page contents is returned to spider；
The spider is used to analyzing web page by crawler user oneself definition and grabs the class for the content that formulation URL is returned, often
A spider can handle a domain name or one group of domain name, for defining crawl and the resolution rules of specific website；
The project pipeline handles the project extracted from webpage by spider, realizes the cleaning, verifying and storage of data；
The downloader middleware is the hook frame between data crawler engine and downloader, and processing data are climbed
Request and response between worm engine and downloader；
The spider middleware is the hook frame between data crawler engine and spider, handles the response of spider
Input and request output；
The scheduling middleware, is the middleware between data crawler engine and scheduling, and processing is drawn from data crawler
Hold up the request and response for being sent to scheduling.
Using the technical program the utility model has the advantages that
Information collection is divided into the acquisition of analysis data report and job information collection by function by the present invention, passes through url
The application of uniform resource locator mode and Liferay open source portal platform, in combination with the cooperation of inside and outside data-interface, so that
Information more simplifies in collection process, improves employment data collecting efficiency, especially suitable for the employment number of complexity extensively
According in collection process；The engine structure of data acquisition is optimized simultaneously, improves the validity and timeliness of data acquisition.
Detailed description of the invention
Fig. 1 is the control method flow diagram that a kind of vocational ability of the invention analyzes data collection system；
Fig. 2 is the processing method flow chart of internal data interface in the embodiment of the present invention；
Fig. 3 is the processing method flow chart of external data interface in the embodiment of the present invention；
Fig. 4 analyzes the knot that data processing module is acquired in data collection system for vocational ability a kind of in the embodiment of the present invention
Structure schematic diagram.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, the present invention is made into one with reference to the accompanying drawing
Step illustrates.
In the present embodiment, shown in Figure 1, the invention proposes a kind of controls of vocational ability analysis data collection system
Method processed is completed the acquisition of analysis report data by analysis report data acquisition module, passes through job information collection mould
Block includes the job information that recruitment website is crawled from Secondary College platform；Comprising steps of
S01: obtaining the initial request of first URL uniform resource locator, transfers call back function after request returns；The
One initial request is by calling start_requests method, and this method default is generated from the Url in start_urls
Request, and parsing is executed to call call back function；
S02: in call back function, analyzing web page responds and returns item objects and request object or item objects and request
The iteration of object, the response and return request include a readjustment；Then it is downloaded by data crawler, carries out readjustment processing；
S03: in call back function, the content of website is parsed, and generates the data item of parsing；
S04: include item objects and request object and data item by the project returned from spider, and project garrison is arrived
Project pipeline；
S05: it is received by inside and outside data-interface, processing and return acquire data.
As the prioritization scheme of above-described embodiment, the execution method of the project pipeline comprising steps of
S41: the data of HTML hypertext markup language in cleaning return project；
S42: verifying the data being resolved to, and whether inspection item includes necessary field；
S43: checking whether it is repeated data, deletes if repeating；
S44: by the data being resolved to storage into database.
As the prioritization scheme of above-described embodiment, the data-interface of the data collection system include internal data interface and
External data interface, the interactive object of the internal data interface are the request of data that integrated built-in system is initiated, described outer
Portion's data-interface includes request external data interface and externally provides data-interface.
Wherein, as shown in Fig. 2, the processing method of the internal data interface comprising steps of
S511: after initiating internal data request, request Liferay open source portal flat in a manner of URL uniform resource locator
Platform handles service logic；
S512: after carrying out business logic processing by Liferay open source portal platform, corresponding internal interface group is called
Part；
S513: the Ajax request in Liferay is initiated to Liferay platform service by the internal internal interface component
Layer；
S514:Liferay platform services layer carries out data query from basic data layer, while returned data result arrives
Liferay platform services layer；
S515: Ajax data result is returned to interface module by platform services layer, and interface module carries out group to Ajax data
It knits, gives interface requests end with JSON data back.
Wherein, as shown in figure 3, it is described request external data interface processing method comprising steps of
S521: after initiating external interface request of data, Liferay open source door is requested in a manner of url uniform resource locator
Family platform handles service logic；
S522: after carrying out business logic processing by Liferay open source portal platform, corresponding external interface component is called；
S523: Liferay Ajax request is initiated to Liferay platform services layer by the external interface component；
S524: data query is carried out from basic data layer by Liferay platform services layer, while returned data result arrives
Liferay business logic processing layer；
S525: it is asked by Liferay business logic processing layer returning to external data request operation result to external interface data
Ask end.
It is described it is external provide data-interface processing method comprising steps of
S531: after initiating external data request, to Liferay open source portal platform in a manner of url uniform resource locator
Business logic processing initiate request；
S532: after carrying out business logic processing by Liferay open source portal platform, corresponding external interface component is called；
S533: Liferay Ajax request is initiated to Liferay platform services layer by the external interface component；
S534: data query is carried out from basic data layer by Liferay platform services layer, while returned data result arrives
Liferay platform services layer；
S535: Ajax data result is returned into external interface component by platform services layer, external interface component is to Ajax
Data carry out tissue, give external request end with JSON data back.
For the realization for cooperating the method for the present invention, it is based on identical inventive concept, the present invention also provides a kind of vocational abilities
Analyzing data collection system includes analysis data report acquisition module, job information acquisition module and acquisition data processing mould
Block, the analysis data report acquisition module and job information acquisition module with acquisition data processing module；
The analysis report data acquisition module includes configuration questionnaire template maintenance unit, questionnaire maintaining item bank unit, asks
Volume management unit, questionnaire lead-out unit, one key retransmission unit of questionnaire and questionnaire import unit complete adopting for analysis report data
Collection；
The job information acquisition module includes the job information that recruitment website is crawled from Secondary College platform；
The acquisition data processing module, centralized collection and distributes the analysis data report acquisition module and job
Acquisition information acquired in information acquisition module.
Wherein, in order to guarantee the authentic and valid of information, the job information acquisition module further includes Information Authentication list
Member, the Information Authentication unit include the verifying to enterprise's industrial and commercial registration information and enterprise's base number；The Information Authentication list
The automatic inquiry of completion is connected with industrial and commercial registration information query interface for member, completes enterprise's industrial and commercial registration Information Authentication；Simultaneously in information
Integrated network telephony feature automatic dialing enterprise base number in authentication unit, the unobstructed expression of base are proved to be successful.
Wherein, as shown in figure 4, the acquisition data processing module include scheduler program, downloader, spider, project pipeline,
Downloader middleware, spider middleware and scheduling middleware；
The scheduler program receives request and Sorted list enqueue from flow chart of data processing engine, and draws in data crawler
It is returned after holding up sending request；
The downloader grabs webpage and web page contents is returned to spider；
The spider is used to analyzing web page by crawler user oneself definition and grabs the class for the content that formulation URL is returned, often
A spider can handle a domain name or one group of domain name, for defining crawl and the resolution rules of specific website；
The project pipeline handles the project extracted from webpage by spider, realizes the cleaning, verifying and storage of data；
The downloader middleware is the hook frame between data crawler engine and downloader, and processing data are climbed
Request and response between worm engine and downloader；
The spider middleware is the hook frame between data crawler engine and spider, handles the response of spider
Input and request output；
The scheduling middleware, is the middleware between data crawler engine and scheduling, and processing is drawn from data crawler
Hold up the request and response for being sent to scheduling.
The above shows and describes the basic principles and main features of the present invention and the advantages of the present invention.The technology of the industry
Personnel are it should be appreciated that the present invention is not limited to the above embodiments, and the above embodiments and description only describe this
The principle of invention, without departing from the spirit and scope of the present invention, various changes and improvements may be made to the invention, these changes
Change and improvement all fall within the protetion scope of the claimed invention.The claimed scope of the invention by appended claims and its
Equivalent thereof.
Claims (9)
1. a kind of control method of vocational ability analysis data collection system, which is characterized in that acquired by analysis report data
Module completes the acquisition of analysis report data, includes crawling recruitment from Secondary College platform by job information acquisition module
The job information of website；Comprising steps of
S01: obtaining the initial request of first URL uniform resource locator, transfers call back function after request returns；
S02: in call back function, analyzing web page responds and returns item objects and request object or item objects and request object
Iteration, it is described response and return request comprising one readjustment；Then it is downloaded by data crawler, carries out readjustment processing；
S03: in call back function, the content of website is parsed, and generates the data item of parsing；
S04: include item objects and request object and data item by the project returned from spider, and project is moved into project
Pipeline；
S05: it is received by inside and outside data-interface, processing and return acquire data.
2. a kind of control method of vocational ability analysis data collection system according to claim 1, which is characterized in that institute
State the execution method of project pipeline comprising steps of
S41: the data of HTML hypertext markup language in cleaning return project；
S42: verifying the data being resolved to, and whether inspection item includes necessary field；
S43: checking whether it is repeated data, deletes if repeating；
S44: by the data being resolved to storage into database.
3. a kind of control method of vocational ability analysis data collection system according to claim 1, which is characterized in that institute
The data-interface for stating data collection system includes internal data interface and external data interface, the interaction of the internal data interface
Object is the request of data that integrated built-in system is initiated, and the external data interface is including request external data interface and externally
Data-interface is provided.
4. a kind of control method of vocational ability analysis data collection system according to claim 3, which is characterized in that institute
State the processing method of internal data interface comprising steps of
S511: after initiating internal data request, Liferay open source portal platform pair is requested in a manner of URL uniform resource locator
Service logic is handled；
S512: after carrying out business logic processing by Liferay open source portal platform, corresponding internal interface component is called；
S513: the Ajax request in Liferay is initiated to Liferay platform services layer by the internal internal interface component；
S514:Liferay platform services layer carries out data query from basic data layer, while returned data result is to Liferay
Platform services layer；
S515: Ajax data result is returned to interface module by platform services layer, and interface module carries out tissue to Ajax data, with
JSON data back gives interface requests end.
5. a kind of control method of vocational ability analysis data collection system according to claim 4, which is characterized in that institute
State request external data interface processing method comprising steps of
S521: after initiating external interface request of data, request Liferay open source portal flat in a manner of url uniform resource locator
Platform handles service logic；
S522: after carrying out business logic processing by Liferay open source portal platform, corresponding external interface component is called；
S523: Liferay Ajax request is initiated to Liferay platform services layer by the external interface component；
S524: data query is carried out from basic data layer by Liferay platform services layer, while returned data result arrives
Liferay business logic processing layer；
S525: external interface request of data end is given by Liferay business logic processing layer returning to external data request operation result.
6. a kind of control method of vocational ability analysis data collection system according to claim 5, which is characterized in that institute
State externally provide data-interface processing method comprising steps of
S531: after initiating external data request, to the industry of Liferay open source portal platform in a manner of url uniform resource locator
Logical process of being engaged in initiates request；
S532: after carrying out business logic processing by Liferay open source portal platform, corresponding external interface component is called；
S533: Liferay Ajax request is initiated to Liferay platform services layer by the external interface component；
S534: data query is carried out from basic data layer by Liferay platform services layer, while returned data result arrives
Liferay platform services layer；
S535: Ajax data result is returned into external interface component by platform services layer, external interface component is to Ajax data
Tissue is carried out, gives external request end with JSON data back.
7. a kind of vocational ability analyzes data collection system, which is characterized in that including analysis data report acquisition module, employment hilllock
Position information acquisition module and acquisition data processing module, the analysis data report acquisition module and job information collection mould
Block with acquisition data processing module；
The analysis report data acquisition module includes configuration questionnaire template maintenance unit, questionnaire maintaining item bank unit, questionnaire pipe
Unit, questionnaire lead-out unit, one key retransmission unit of questionnaire and questionnaire import unit are managed, the acquisition of analysis report data is completed；
The job information acquisition module includes the job information that recruitment website is crawled from Secondary College platform；
The acquisition data processing module, centralized collection and distributes the analysis data report acquisition module and job information
Acquisition information acquired in acquisition module.
8. a kind of vocational ability according to claim 7 analyzes data collection system, which is characterized in that the job
Information acquisition module further includes Information Authentication unit, and the Information Authentication unit includes to enterprise's industrial and commercial registration information and enterprise's seat
The verifying of machine number；The automatic inquiry of completion is connected with industrial and commercial registration information query interface for the Information Authentication unit, completes enterprise
Industrial and commercial registration Information Authentication；Integrated network telephony feature automatic dialing enterprise base number, seat in Information Authentication unit simultaneously
The unobstructed expression of machine is proved to be successful.
9. a kind of vocational ability according to claim 7 analyzes data collection system, which is characterized in that the acquisition data
Processing module includes that scheduler program, downloader, spider, project pipeline, downloader middleware, spider middleware and scheduling are intermediate
Part；
The scheduler program receives request and Sorted list enqueue from flow chart of data processing engine, and sends out in data crawler engine
It is returned after requesting out；
The downloader grabs webpage and web page contents is returned to spider；
The spider is used to analyzing web page by crawler user oneself definition and grabs the class for the content that formulation URL is returned, each spider
Spider can handle a domain name or one group of domain name, for defining crawl and the resolution rules of specific website；
The project pipeline handles the project extracted from webpage by spider, realizes the cleaning, verifying and storage of data；
The downloader middleware is the hook frame between data crawler engine and downloader, and processing data crawler is drawn
Hold up the request and response between downloader；
The spider middleware is the hook frame between data crawler engine and spider, handles the response input of spider
It is exported with request；
The scheduling middleware, is the middleware between data crawler engine and scheduling, and processing is sent out from data crawler engine
It is sent to the request and response of scheduling.
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Cited By (1)
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| CN113094125A (en) * | 2021-04-21 | 2021-07-09 | 矢量云科信息科技(无锡)有限公司 | Business process processing method, device, server and storage medium |
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