CN104899228A - Method and device for publishing webpage resources - Google Patents
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- CN104899228A CN104899228A CN201410083632.9A CN201410083632A CN104899228A CN 104899228 A CN104899228 A CN 104899228A CN 201410083632 A CN201410083632 A CN 201410083632A CN 104899228 A CN104899228 A CN 104899228A
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Abstract
The invention discloses a method and a device for publishing webpage resources. The method comprises the following steps: according to a preset module division rule, dividing the content of a webpage into one or a plurality of modules; utilizing a preset resource identification module to analyze the one or multiple modules so as to obtain the change frequency or the change frequencies of the one or the multiple modules; according to the change frequency of each module, independently dividing the one or the multiple modules into static resources or dynamic resources; publishing the modules corresponding to the static resources to a buffer cache, and carrying out asynchronous loading processing on the modules corresponding to the dynamic modules. Website access speed can be improved, and user experience is improved.
Description
Technical field
The present invention relates to the administrative skill of the communications field, particularly relate to a kind of method and device of publishing web page resource.
Background technology
At present, website generally adopts the content of following two aspects to ensure the viewing experience of user: one, in order to user can be allowed normally to access up-to-date information and the page, the general use of website is the dynamic page technology based on J2EE, and page request each time needs to return to user after WebServer → AppServer → DB successively processes; Two, content distributing network (CDN is adopted, Content Delivery Network) technology solves inter-network problem, generally by static resource, video distribution in the nearer CDN server of distance users, realize the function accelerated for the user of heterogeneous networks, different geographical.
But due in recent years along with network client quantity increases in a large number, above-mentioned resource distribution mode and frame design can not meet current abutment pressure, in integral frame and to Shortcomings in the design of the classification of resource.Wherein, the request of each access needs response page after WebServer → AppServer → DB successively processes, and the key issue of existence is: because processing node is many, causes server load large, makes page response long, causes user to experience in the net Room poor.In addition, access and the response mechanism of net Room page different resource do not carry out distinguishing and optimizing according to the characteristic of resource self, cause existing system support resource can not significant response.
Summary of the invention
In view of this, the object of the present invention is to provide a kind of method and device of the web page resources that distributes, the access speed of website can be promoted, promote Consumer's Experience.
For achieving the above object, technical scheme of the present invention is achieved in that
Embodiments provide a kind of method of publishing web page resource, described method comprises:
According to the Module Division rule preset, be one or more module by the division of teaching contents of webpage;
Utilize the resource identification model preset, described one or more module is analyzed, obtains the change frequency of described one or more module;
According to the change frequency of modules, described one or more module is divided into static resource or dynamic resource respectively respectively;
Module corresponding for described static resource is distributed to buffer area, and the module corresponding to described dynamic resource carries out Asynchronous loading process.
In such scheme, the resource identification model that described utilization is preset, analyze described one or more module, before obtaining the change frequency of described one or more module, described method also comprises:
Analyze multiple page, what obtain modules in each page calls service related parameters;
Call service related parameters according to described modules, determine the change frequency that described modules is corresponding;
Utilize the change frequency of described modules, determine resource identification model.
In such scheme, described described one or more module is respectively divided into static resource or dynamic resource respectively, comprising:
By changing module in frequency He low in the page, be divided into static resource; Be dynamic resource by changing the high Module Division of frequency in the page.
In such scheme, described module corresponding for described static resource is distributed to buffer area, and after the module corresponding to described dynamic resource carry out Asynchronous loading process, described method also comprises:
When detecting that the content of the first module in the page changes, utilize the resource identification model preset, calculate the change frequency of described first module; Wherein, described first module is current is dynamic resource;
When according to described change frequency, when determining that described first module changes to static resource, described first module is distributed to buffer area.
In such scheme, described module corresponding for described static resource is distributed to buffer area, and after the module corresponding to described dynamic resource carry out Asynchronous loading process, described method also comprises:
When detecting that in the second module in webpage, content changes, wherein, described second module is current is static resource;
Utilize the resource identification model preset, recalculate the change frequency of described second module;
According to described change frequency, determine that described second module changes to dynamic resource, described second module is carried out Asynchronous loading process.
The embodiment of the present invention additionally provides a kind of device of publishing web page resource, and described device comprises: division unit, computing unit and processing unit; Wherein,
The division of teaching contents of webpage, for according to the Module Division rule preset, is one or more module by described division unit;
Described computing unit, for utilizing default resource identification model, analyzing described one or more module, obtaining the change frequency of described one or more module;
Described processing unit, for the change frequency according to modules, described one or more module is divided into static resource or dynamic resource respectively respectively; Module corresponding for described static resource is distributed to buffer area, and the module corresponding to described dynamic resource carries out Asynchronous loading process.
In such scheme, described computing unit, also for analyzing multiple page, what obtain modules in each page calls service related parameters; Call service related parameters according to described modules, determine the change frequency that described modules is corresponding; Utilize the change frequency of described modules, determine resource identification model.
In such scheme, described processing unit, specifically for by changing module in frequency He low in the page, is divided into static resource; Be dynamic resource by changing the high Module Division of frequency in the page.
In such scheme, described device also comprises: detecting unit, for when detecting that the content of the first module in the page changes, notifies that described computing unit calculates the change frequency of described first module; Wherein, described first module is current is dynamic resource;
Accordingly, described computing unit, also for utilizing default resource identification model, calculates the change frequency of described first module;
Described processing unit, also for when according to described change frequency, when determining that described first module changes to static resource, is distributed to buffer area by described first module.
In such scheme, described detecting unit, also for when detecting that in the second module in webpage, content changes, notifies that described computing unit calculates the change frequency of described second module; Wherein, described second module is current is static resource;
Accordingly, described computing unit, also for utilizing default resource identification model, recalculates the change frequency of described second module;
Described processing unit, specifically for according to described change frequency, determines that described second module changes to dynamic resource; Described second module is carried out Asynchronous loading process.
The method of distribution web page resources provided by the present invention and device, by the resource identification model preset, identify dynamic in the webpage that will issue and static content, and respectively dynamic and static content are distributed to different regions, thus realize process respectively that is static and dynamic resource, buffer memory is carried out to static resource, only need to load dynamic resource, so when user accesses, the reading time of static content can be saved, promote the speed of user's accessed web page, promote Consumer's Experience.
Accompanying drawing explanation
Fig. 1 is the operating process schematic diagram one of the method for embodiment of the present invention publishing web page resource;
Fig. 2 is the operating process schematic diagram that the embodiment of the present invention calculates resource identification model;
Fig. 3 is the operating process schematic diagram two of the method for embodiment of the present invention publishing web page resource;
Fig. 4 is the operating process schematic diagram three of the method for embodiment of the present invention publishing web page resource;
Fig. 5 is the operating process schematic diagram four of the method for embodiment of the present invention publishing web page resource;
Fig. 6 is the device composition structural representation of embodiment of the present invention publishing web page resource.
Embodiment
Below in conjunction with drawings and the specific embodiments, the present invention is further described in more detail.
Embodiment one,
The method of the publishing web page resource that the embodiment of the present invention provides, as shown in Figure 1, comprising:
Step 101: according to the Module Division rule preset, be one or more module by the division of teaching contents of webpage.
Step 102: utilize the resource identification model preset, described one or more module is analyzed, obtains the change frequency of described one or more module.
Step 103: according to the change frequency of modules, described one or more module is divided into static resource or dynamic resource respectively respectively.
Step 104: module corresponding for described static resource is distributed to buffer area, and the module corresponding to described dynamic resource carries out Asynchronous loading process.
Wherein, described Module Division rule is: the Functional Design corresponding according to zones of different in current web page and Code Design, webpage is divided into multiple resource, such as, when content in current web page comprises logging zone, content choice region, navigation bar region etc., just webpage can be divided into above-mentioned several module, i.e. logging zone module, content choice regions module, navigation bar regions module etc.
Described webpage can for being about to the new web page issued.
Preferably, before performing step 102, can also comprise and calculate resource identification model; Described calculating, as shown in Figure 2, comprising:
Step 201: analyze multiple page, what obtain modules in each page calls service related parameters.
Concrete, be one or more resource according to Module Division rule by the division of teaching contents of the page; Refresh each page, obtain described one or more module and call service related parameters;
Described service related parameters of calling can comprise: the number of times in calling data storehouse and/or from the byte number of database request and/or call the number of times of WebServer and/or the byte number of request WebServer resource and/or call AppServer number and/or ask the byte number of AppServer resource.
Step 202: call service related parameters according to described modules, determines the change frequency that described modules is corresponding.
Such as, can be given a mark to the service related parameters of calling of modules by expert, module is changed frequency lower be labeled as 1, change frequency higher be labeled as 2, change frequency medium be labeled as 3.
Preferably, when performing step 202, service related parameters can also be called to described each and carrying out processing empty value, such as, what described modules the was corresponding part called in service related parameters has null value phenomenon, in order to improve the quality of data, needs to process assigning null data.
The embodiment of the present invention can be adopted and be processed assigning null data in two ways: 1, delete null value record; 2, assigning null data is replaced with the mean value of this field.
Preferably, when service related parameters is called in acquisition, may produce interfering data, therefore need the predetermined condition according to each field, carry out legitimacy verification to the concrete data of each field, the field as numeric type allows to occur character.After being verified by legitimacy, data just can better be used for machine learning training.
Step 203: the change frequency utilizing described modules, determines resource identification model.
Describedly determine that resource identification model can use prior art to carry out machine learning to training sample, generate neural network prediction function thus, using function as resource identification model, such as, can comprise:
1, netinit; The random number in an interval (-1,1) is composed respectively, specification error function e, given computational accuracy value and maximum study number of times M to each connection weights.
2, a random selecting kth input amendment and corresponding desired output
3, using the input layer of input amendment as neural network, each neuronic input and output of hidden layer are calculated by simoid function.
4, utilize desired output and actual output, error of calculation function is to each neuronic partial derivative of output layer.
5, the connection weights of hidden layer to output layer, the δ of output layer is utilized
ok the output error of calculation function of () and hidden layer is to each neuronic partial derivative δ of hidden layer
k(k)
6, each neuronic δ of output layer is utilized
ok connection weight w is revised in () and each neuronic output of hidden layer
ho(k)
7, each neuronic and each neuronic Introduced Malaria connection weight of input layer of hidden layer is utilized.
8, global error is calculated
If 9 errors reach default precision or study number of times is greater than the maximum times of setting, then terminate algorithm; Otherwise, choose the desired output of next learning sample and correspondence, turn back to the 3rd step, enter next round study.
So, just can by setting up a resource identification model, the input parameter of module be the page call service related parameters, export the change frequency into modules.
Preferably, described to be static resource or dynamic resource by described one or more Module Division be: by changing module in frequency He low in the page, be divided into static resource; Be dynamic resource by changing the high Module Division of frequency in the page; Wherein, in described change frequency or low all by preset threshold value distinguish, do not repeat here.
Preferably, described buffer area can be Apache buffer area, specifically can be published to Apache buffer area by page staticize server and anti-tamper server.
Described Asynchronous loading process can be realized by Asynchronous loading technology such as Ajax, does not repeat here.
Described module corresponding for described static resource is distributed to buffer area, and after the module corresponding to described dynamic resource carry out Asynchronous loading process, also comprises:
When detecting that the content of the first module in the page changes, utilize the resource identification model preset, calculate the change frequency of described first module; When according to described change frequency, when determining that described first module changes to static resource, described first module is distributed to buffer area;
Or when detecting that in the second module in webpage, content changes, wherein, described second module is current is static resource;
Utilize the resource identification model preset, recalculate the change frequency of described second module; According to described change frequency, determine that described second module changes to dynamic resource; Described second module is carried out Asynchronous loading process.
Embodiment two,
A scene of the employing embodiment of the present invention is: when business department proposes the development requirement of a new page, then the method for the present embodiment publishing web page resource, as shown in Figure 3, comprising:
Step 301: programmer, according to business department's demand, generates the new page.
Step 302: the described page is published on page staticize server.
Step 303: the division of teaching contents of described webpage, according to the Module Division rule preset, is one or more module by described page staticize server.
Step 304: the resource identification model that described page staticize server by utilizing is preset, analyzes the change frequency obtaining the modules of the page.
Step 305: according to the change frequency of modules, is divided into static resource or dynamic resource respectively by described one or more module.
Step 306: module corresponding for described static resource is distributed to buffer area, and the module corresponding to described dynamic resource carries out Asynchronous loading process.
Embodiment three,
A scene of the employing embodiment of the present invention is: after completing the step 306 of above-described embodiment two, when managerial personnel need any one dynamic resource in the page to be changed to static resource, change to static content by a part of dynamic content in the page time, the method of the present embodiment publishing web page resource, as shown in Figure 4, comprising:
Step 401: the content of the first module in the page changes.
Here, described first module can for any one module changed in the page, and the original state of the first module described in the present embodiment is dynamic resource.
Step 402: utilize the resource identification model preset, recalculate the change frequency of described first module.
Step 403: according to described change frequency, determines that described first module changes to static resource.
Step 404: described first module is distributed to buffer area.
Embodiment four,
A scene of the embodiment of the present invention is adopted to be: after the step 306 completing above-described embodiment two completes or after the step 404 of embodiment three completes, when managerial personnel need any one static resource in the page to be changed to dynamic resource, change to dynamic content by a part of static content in the page time, the method of the present embodiment publishing web page resource, as shown in Figure 5, comprising:
Step 501: original business scenario changes, and in the second module in webpage, content changes.
Here, described second module is current can be static resource.
Step 502: utilize the resource identification model preset, recalculate the change frequency of described second module.
Step 503: according to described change frequency, determines that described second module changes to dynamic resource.
Step 504: described second module is carried out Asynchronous loading process.
Embodiment five,
The device of the publishing web page resource that the embodiment of the present invention provides, as shown in Figure 6, comprising: division unit, computing unit and processing unit; Wherein,
The division of teaching contents of webpage, for according to the Module Division rule preset, is one or more module by division unit;
Computing unit, for utilizing default resource identification model, analyzing described one or more module, obtaining the change frequency of described one or more module;
Processing unit, for the change frequency according to modules, described one or more module is divided into static resource or dynamic resource respectively respectively; Module corresponding for described static resource is distributed to buffer area, and the module corresponding to described dynamic resource carries out Asynchronous loading process.
Wherein, described Module Division rule can be: according to the content in current web page, webpage is divided into multiple module, such as, when content in current web page comprises logging zone, content choice region, navigation bar region etc., just webpage can be divided into above-mentioned several module, i.e. logging zone module, content choice regions module, navigation bar regions module etc.Described webpage can for being about to the new web page issued.
Preferably, described computing unit, also for calculating resource identification model; Described calculating comprises: analyze multiple page, obtains the data of modules in each page respectively; According to the data of described modules, the change frequency that described modules is corresponding is set; Processing empty value is carried out to the change frequency of module; Utilize the change frequency of described modules and correspondence thereof to calculate, obtain resource identification model.
Concrete, according to Module Division rule, modularization is carried out to each page, obtain one or more module; Refresh each page, using the number of times in module calling data storehouse one or more in the described page, from the byte number of the byte number of database request, the number of times calling WebServer, request WebServer resource, call AppServer number, ask the byte number of AppServer resource as data source.
Such as, can be given a mark to the data of modules by expert, module is changed frequency lower be labeled as 1, change frequency higher be labeled as 2, change frequency medium be labeled as 3.
In described modules may some module due to obtain data source time do not obtain concrete numerical value, causing null value phenomenon, in order to improve the quality of data, needing assigning null data to process.The embodiment of the present invention can be adopted and be carried out described processing empty value in two ways: 1, delete null value record; 2, assigning null data is replaced with the mean value of this field.
Preferably, when obtaining data, may produce interfering data, therefore need the predetermined condition according to each field, carry out legitimacy verification to the concrete data of each field, the field as numeric type allows to occur character.After being verified by legitimacy, data just can well be trained for machine learning.
Preferably, described computing unit, specifically for adopting machine learning, carries out machine learning to training sample, generates neural network prediction function thus, using function as resource identification model, is specially:
1, netinit; The random number in an interval (-1,1) is composed respectively, specification error function e, given computational accuracy value and maximum study number of times M to each connection weights.
2, a random selecting kth input amendment and corresponding desired output
3, each neuronic input and output of hidden layer are calculated.
4, utilize network desired output and actual output, error of calculation function is to each neuronic partial derivative of output layer.
5, the connection weights of hidden layer to output layer, the δ of output layer is utilized
ok the output error of calculation function of () and hidden layer is to each neuronic partial derivative δ of hidden layer
k(k)
6, each neuronic δ of output layer is utilized
ok connection weight w is revised in () and each neuronic output of hidden layer
ho(k)
7, each neuronic and each neuronic Introduced Malaria connection weight of input layer of hidden layer is utilized.
8, global error is calculated
9, judge whether network error meets the demands, if error reaches default precision or study number of times is greater than the maximum times of setting, then terminate algorithm; Otherwise, choose the desired output of next learning sample and correspondence, turn back to the 3rd step, enter next round study.
So, just can by setting up a resource identification model, the input parameter of module is every module data information of the page, and the field of this module, with the field of training sample, exports the change frequency into modules.
Preferably, described processing unit, specifically for by changing module in frequency He low in the page, is divided into static resource; Be dynamic resource by changing the high Module Division of frequency in the page.
Preferably, described buffer area can be Apache buffer area, specifically can be published to Apache buffer area by page staticize server and anti-tamper server.
Described Asynchronous loading process can be realized by Asynchronous loading technology such as Ajax, does not repeat here.
Described device also comprises: detecting unit, during for detecting that the content of the first module in the page changes, notifies that described computing unit recalculates the change frequency of described first module; Accordingly, described computing unit, also for utilizing default resource identification model, calculates the change frequency of described first module.
Or, described detecting unit, for when detecting that in the second module in webpage, content changes, wherein, described second module is current is static resource, notifies that described computing unit recalculates the change frequency of described second module; Accordingly, described computing unit, also for utilizing default resource identification model, recalculates the change frequency of described second module.
The above, be only preferred embodiment of the present invention, be not intended to limit protection scope of the present invention.
Claims (10)
1. a method for publishing web page resource, is characterized in that, described method comprises:
According to the Module Division rule preset, be one or more module by the division of teaching contents of webpage;
Utilize the resource identification model preset, described one or more module is analyzed, obtains the change frequency of described one or more module;
According to the change frequency of modules, described one or more module is divided into static resource or dynamic resource respectively respectively;
Module corresponding for described static resource is distributed to buffer area, and the module corresponding to described dynamic resource carries out Asynchronous loading process.
2. method according to claim 1, is characterized in that, the resource identification model that described utilization is preset, and analyze described one or more module, before obtaining the change frequency of described one or more module, described method also comprises:
Analyze multiple page, what obtain modules in each page calls service related parameters;
Call service related parameters according to described modules, determine the change frequency that described modules is corresponding;
Utilize the change frequency of described modules, determine resource identification model.
3. method according to claim 1 and 2, is characterized in that, described described one or more module is respectively divided into static resource or dynamic resource respectively, comprising:
By changing module in frequency He low in the page, be divided into static resource; Be dynamic resource by changing the high Module Division of frequency in the page.
4. method according to claim 3, is characterized in that, described module corresponding for described static resource is distributed to buffer area, and after the module corresponding to described dynamic resource carry out Asynchronous loading process, described method also comprises:
When detecting that the content of the first module in the page changes, utilize the resource identification model preset, calculate the change frequency of described first module; Wherein, described first module is current is dynamic resource;
When according to described change frequency, when determining that described first module changes to static resource, described first module is distributed to buffer area.
5. method according to claim 3, is characterized in that, described module corresponding for described static resource is distributed to buffer area, and after the module corresponding to described dynamic resource carry out Asynchronous loading process, described method also comprises:
When detecting that in the second module in webpage, content changes, wherein, described second module is current is static resource;
Utilize the resource identification model preset, recalculate the change frequency of described second module;
According to described change frequency, determine that described second module changes to dynamic resource, described second module is carried out Asynchronous loading process.
6. a device for publishing web page resource, is characterized in that, described device comprises: division unit, computing unit and processing unit; Wherein,
The division of teaching contents of webpage, for according to the Module Division rule preset, is one or more module by described division unit;
Described computing unit, for utilizing default resource identification model, analyzing described one or more module, obtaining the change frequency of described one or more module;
Described processing unit, for the change frequency according to modules, described one or more module is divided into static resource or dynamic resource respectively respectively; Module corresponding for described static resource is distributed to buffer area, and the module corresponding to described dynamic resource carries out Asynchronous loading process.
7. device according to claim 6, is characterized in that,
Described computing unit, also for analyzing multiple page, what obtain modules in each page calls service related parameters; Call service related parameters according to described modules, determine the change frequency that described modules is corresponding; Utilize the change frequency of described modules, determine resource identification model.
8. the device according to claim 6 or 7, is characterized in that,
Described processing unit, specifically for by changing module in frequency He low in the page, is divided into static resource; Be dynamic resource by changing the high Module Division of frequency in the page.
9. device according to claim 8, is characterized in that, described device also comprises: detecting unit, for when detecting that the content of the first module in the page changes, notifies that described computing unit calculates the change frequency of described first module; Wherein, described first module is current is dynamic resource;
Accordingly, described computing unit, also for utilizing default resource identification model, calculates the change frequency of described first module;
Described processing unit, also for when according to described change frequency, when determining that described first module changes to static resource, is distributed to buffer area by described first module.
10. device according to claim 9, is characterized in that,
Described detecting unit, also for when detecting that in the second module in webpage, content changes, notifies that described computing unit calculates the change frequency of described second module; Wherein, described second module is current is static resource;
Accordingly, described computing unit, also for utilizing default resource identification model, recalculates the change frequency of described second module;
Described processing unit, specifically for according to described change frequency, determines that described second module changes to dynamic resource; Described second module is carried out Asynchronous loading process.
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| CN107105336A (en) * | 2017-04-19 | 2017-08-29 | 腾讯科技（深圳）有限公司 | Data processing method and data processing equipment |
| CN107105336B (en) * | 2017-04-19 | 2021-01-08 | 腾讯科技（深圳）有限公司 | Data processing method and data processing device |
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Application publication date: 20150909 |