CN106611010A - Method and device for determining webpage loading speed - Google Patents

Method and device for determining webpage loading speed Download PDF

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Publication number
CN106611010A
CN106611010A CN201510703871.4A CN201510703871A CN106611010A CN 106611010 A CN106611010 A CN 106611010A CN 201510703871 A CN201510703871 A CN 201510703871A CN 106611010 A CN106611010 A CN 106611010A
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CN
China
Prior art keywords
webpage
time
same
access
slow
Prior art date
Application number
CN201510703871.4A
Other languages
Chinese (zh)
Inventor
李新国
冯鸳鹤
詹小磊
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北京国双科技有限公司
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Application filed by 北京国双科技有限公司 filed Critical 北京国双科技有限公司
Priority to CN201510703871.4A priority Critical patent/CN106611010A/en
Publication of CN106611010A publication Critical patent/CN106611010A/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/957Browsing optimisation, e.g. caching or content distillation
    • G06F16/9574Browsing optimisation, e.g. caching or content distillation of access to content, e.g. by caching
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/958Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking

Abstract

The application discloses a method and device for determining a webpage loading speed. The method comprises the steps of: parsing access data of a target website to acquire access data of the same webpage, which is accessed by the same source in the same session for times which exceed preset access times; extracting residence time o the same source in the same webpage in the same session from the acquired access data; according to the residence time, determining whether the accessed webpage is a webpage with a low loading speed; in a case of determining out the webpage with the low loading speed, detecting whether a list page exists in the determined webpage with the low loading speed; and when detecting that the list page exists, removing the list page in the determined webpage with the low loading speed. The method and the device which are disclosed by the application solve the technical problem of inaccuracy of judging the webpage with the low loading speed.

Description

The determination method and apparatus of webpage loading velocity

Technical field

The application is related to internet arena, in particular to a kind of determination method and apparatus of webpage loading velocity.

Background technology

In website the evaluation index of the loading velocity of webpage typically refer to user from open a webpage be in completely to the webpage Reveal and carry out the consumed time, this time is shorter, and website is better to the experience that user brings.Generally website is total Webpage quantity it is general it is few have a hundreds of thousands, even millions more, so many webpage occurs unavoidably The slow webpage of loading velocity have impact on the experience of user.Therefore, each website operator needs to find out these loading velocities slow Webpage, in order to determine the reason for its loading velocity is slow, pointedly solve the problems, such as that loading velocity is slow.

How to go to find such webpage is a problem for being relatively difficult to solve.At present, the slow net of loading velocity is found out The mode of page is mainly by the loading velocity of each webpage of manual testing website.However, manual testing can only react survey Under network environment residing for examination personnel for the load condition of webpage, when not necessarily actual response netizen accesses webpage Situation, so as to cause the webpage slow to loading velocity to judge inaccurate.

For above-mentioned problem, effective solution is not yet proposed at present.

The content of the invention

The embodiment of the present application provides a kind of determination method and apparatus of webpage loading velocity, at least to solve to loading speed The slow webpage of degree judges inaccurate technical problem.

According to the one side of the embodiment of the present application, there is provided a kind of determination method of webpage loading velocity, including:It is right The access data of targeted website are parsed, and same webpage is accessed more than default to obtain same source in the same session The access data of access times;From the access extracting data same source described in the same session for obtaining in institute State the time of staying of same webpage;Determine whether the webpage for accessing is the slow webpage of loading velocity according to the time of staying; In the case where the slow webpage of loading velocity is determined, whether deposit in the slow webpage of the loading velocity determined described in detection In list page;Detect there is the list page when, reject described in row in the slow webpage of the loading velocity determined Table page.

Further, in the case where the slow webpage of loading velocity is determined, the loading velocity determined described in detection is slow Webpage include with the presence or absence of list page:In the case where the slow webpage of loading velocity is determined, the loading speed is recorded The URL of the slow webpage of degree;Crawl the corresponding web data of URL of record;According to institute State web data and judge whether the corresponding webpage of the URL of the record is list page.

Further, determine whether the webpage for accessing is that the slow webpage of loading velocity includes according to the time of staying:System Total residence time and total access times of the meter same source described in the same session in the same webpage;Obtain Same source last time accesses the time of staying of the same webpage described in the same session;Using following public affairs Formula is calculated in the same session except last time accesses the mean access time of the same webpage: T=(T-T1)/(N-1), wherein, T is the total residence time, and T1 is that the last time accesses the same webpage The time of staying, N be total access times;Judge the t whether more than or equal to time threshold;In the t During more than or equal to the time threshold, the webpage for determining the access is the slow webpage of loading velocity.

Further, determine whether the webpage for accessing is that the slow webpage of loading velocity includes according to the time of staying:System Meter same source described in the same session accesses the time of staying of the same webpage more than or equal to time threshold Access times;Judge whether the time of staying exceedes frequency threshold value more than or equal to the access times of the time threshold;Sentencing Break the time of staying more than or equal to the time threshold access times exceed frequency threshold value when, determine the net of the access Page is the slow webpage of loading velocity.

Further, the same webpage of same source access in the same session is being obtained from the access data of targeted website After more than the access data of default access times, and obtain in the same session from the access data for obtaining Before the time of staying of the same webpage, methods described also includes the same source:According to the time elder generation for accessing Afterwards order is ranked up to same source in the same session to the access data of the same webpage;Judge successively adjacent Two whether the time interval accessed between data is less than time interval threshold value;Adjacent two access data between when Between interval less than the time interval threshold value when, reject adjacent two and access latter bar in data and access data.

According to the another aspect of the embodiment of the present application, a kind of determining device of webpage loading velocity is additionally provided, including: Acquiring unit, for parsing to the access data of targeted website, is accessed with obtaining same source in the same session Same webpage exceedes the access data of default access times;Extraction unit, for existing from the access extracting data for obtaining The time of staying of the same source in the same webpage described in the same session;Determining unit, for according to described The time of staying determines whether the webpage for accessing is the slow webpage of loading velocity;Detector unit, for determining loading speed In the case of the slow webpage of degree, in the slow webpage of the detection loading velocity determined list page is whether there is;First Culling unit, for detect there is the list page when, reject described in the slow webpage of the loading velocity determined List page.

Further, the detector unit includes:Logging modle, in the feelings for determining the slow webpage of loading velocity Under condition, the URL of the slow webpage of the loading velocity is recorded;Module is crawled, for crawling the system of record The corresponding web data of one URLs;First judge module, for judging the record according to the web data The corresponding webpage of URL whether be list page.

Further, the determining unit includes:First statistical module, for statistics described in the same session Total residence time and total access times of the same source in the same webpage;Acquisition module, for obtaining described same The last time of same source described in one session accesses the time of staying of the same webpage;Computing module, for utilizing Below equation is calculated in the same session except last time accesses the mean residence time of the same webpage: T=(T-T1)/(N-1), wherein, T is the total residence time, and T1 is that the last time accesses the same webpage The time of staying, N be total access times;Second judge module, for judging whether the t is more than or equal to Time threshold;First determining module, for when the t is more than or equal to the time threshold, determining the access Webpage be the slow webpage of loading velocity.

Further, the determining unit includes:Second statistical module, for statistics described in the same session Same source accesses the access times of the time of staying more than or equal to time threshold of the same webpage;3rd judge module, For judging whether the time of staying exceedes frequency threshold value more than or equal to the access times of the time threshold;Second determines mould Block, for judge the time of staying more than or equal to the time threshold access times exceed frequency threshold value when, it is determined that The webpage of the access is the slow webpage of loading velocity.

Further, described device also includes:Sequencing unit, for according to access time order and function order to same Same source is ranked up to the access data of the same webpage in session;Judging unit, for judging adjacent successively Two whether the time interval accessed between data is less than time interval threshold value;Second culling unit, for adjacent two When time interval between bar access data is less than the time interval threshold value, rejects adjacent two and access latter in data Bar accesses data.

According to the embodiment of the present application, same source in the same session is obtained from the access data of targeted website and accesses same One webpage exceedes the access data of default access times, obtains same next in the same session from the access data for obtaining Source determines whether the webpage for accessing is the slow webpage of loading velocity in the time of staying of same webpage according to the time of staying, In the case where the slow webpage of loading velocity is determined, detect in the slow webpage of the loading velocity determined with the presence or absence of row Table page, detect there is list page when, the list page in the slow webpage of the loading velocity determined is rejected, according to note Record has the access data of the access behavior of user, and the slow webpage of loading velocity is judged from the actual access behavior of user, And reject list page therein, relative to the load condition for testing webpage in prior art under test network environment, very Situation during netizen's access webpage has been reacted on the spot, the accuracy that the webpage slow to loading velocity judges has been improve, and has been solved The webpage slow to loading velocity judges inaccurate technical problem.

Description of the drawings

Accompanying drawing described herein is used for providing further understanding of the present application, constitutes the part of the application, this Shen Schematic description and description please does not constitute the improper restriction to the application for explaining the application.In accompanying drawing In:

Fig. 1 is the flow chart of the determination method of the webpage loading velocity according to the embodiment of the present application;

Fig. 2 is the schematic diagram of the determining device of the webpage loading velocity according to the embodiment of the present application.

Specific embodiment

In order that those skilled in the art more fully understand application scheme, below in conjunction with the embodiment of the present application Accompanying drawing, is clearly and completely described to the technical scheme in the embodiment of the present application, it is clear that described embodiment The only embodiment of the application part, rather than the embodiment of whole.Based on the embodiment in the application, ability The every other embodiment that domain those of ordinary skill is obtained under the premise of creative work is not made, all should belong to The scope of the application protection.

It should be noted that the description and claims of this application and the term " first " in above-mentioned accompanying drawing, " Two " it is etc. the object for distinguishing similar, without for describing specific order or precedence.It should be appreciated that this The data that sample is used can be exchanged in the appropriate case, so as to embodiments herein described herein can with except Here the order beyond those for illustrating or describing is implemented.Additionally, term " comprising " and " having " and they Any deformation, it is intended that covering is non-exclusive to be included, and for example, contains process, the side of series of steps or unit Method, system, product or equipment are not necessarily limited to those steps clearly listed or unit, but may include unclear List or other steps intrinsic for these processes, method, product or equipment or unit.

According to the embodiment of the present application, there is provided a kind of embodiment of the method for the determination method of webpage loading velocity, need It is bright, can be in the computer system of such as one group of computer executable instructions the step of the flow process of accompanying drawing is illustrated Middle execution, and, although show logical order in flow charts, but in some cases, can be being different from Order herein performs shown or described step.

Fig. 1 is the flow chart of the determination method of the webpage loading velocity according to the embodiment of the present application, as shown in figure 1, should Method comprises the steps:

The access data of targeted website are parsed by step S102, are accessed with obtaining same source in the same session Same webpage exceedes the access data of default access times.

When by terminal access targeted website, the targeted website would generally record the access behavior of user to user, for example, The webpage of record access, access times, access time, (can use in the time of staying of webpage, the source of user In the mark for representing user's uniqueness, such as IP address, mac addresses of terminal that user uses etc.) etc. data, Formed and access data.In the present embodiment, targeted website is the website tested, and the targeted website includes certain amount Webpage.

When user accesses certain webpage, if run into the excessively slow webpage of loading velocity can attempt being refreshed, if right There are many people that refreshing (more than twice) has all been carried out repeatedly when accessing in same webpage, then it is considered that the webpage Loading velocity may be slow, needs investigated.In the present embodiment, once refresh and be user to webpage Once request, once request of the user to webpage be designated as once accessing.

Parsed by the access data to targeted website, to obtain same source in the same session same net is accessed Page exceedes the access data of default access times, wherein, session refers to the user in same source on website Once complete access process.It can be specifically the visit in first analytically result to targeted website to obtain above-mentioned access data Ask that data are traveled through, same webpage is therefrom found out in units of session and is accessed for access times more than default access time The access data of (can be configured with root demand) are counted, then finds out all same sources in the same session and access same Webpage exceedes the access data of default access times, in order to obtain user stopping when accessing every time from these data Stay the time.

Step S104, from obtain access extracting data in the same session same source in the stop of same webpage Between.

The time of staying for once accessing is referred to from after user's request loading webpage, until user's request of loading net again Till page or other webpages, the time experienced between this, no matter whether the webpage loads out.Specifically, Can be obtain access data in can record in each access process, user's request record webpage moment and User asks again the moment for recording the webpage or request of loading other webpages, is calculated by the above-mentioned two moment State the time of staying.It is of course also possible to when user accesses webpage, be counted by each access of the timer to user When so that directly record has the time of staying of each access in access data, so, after access data are got, Can directly from the access extracting data above-mentioned time of staying.Obtain in a session, user accesses same webpage The time of staying for accessing each time, facilitating the use the time of staying determines whether the webpage is the slow webpage of loading velocity.

Step S106, determines whether the webpage for accessing is the slow webpage of loading velocity according to the time of staying.

Can attempt being refreshed because user runs into the excessively slow webpage of loading velocity, i.e., repeatedly access identical webpage, then The webpage is probably the slow webpage of loading velocity, when determining whether, the webpage for accessing is determined according to the time of staying whether Can be the length of the time of staying for judging to access every time for the webpage that loading velocity is slow, if wherein repeatedly access The time of staying longer (being more than or equal to time threshold), it is determined that the webpage is the slow webpage of loading velocity;Can also sentence Whether the disconnected mean residence time for repeatedly accessing is more than or equal to time threshold, if it is, determining the webpage for loading speed The slow webpage of degree;Can also be and judge in addition to the time of staying that last time is accessed, the average stop that others are accessed Whether the time is more than or equal to time threshold, if it is, determining the webpage for the slow webpage of loading velocity.Use due to working as Family last time accesses the time for the time of staying of webpage generally including user's browsed web content, and this period is long, This section of time of staying is rejected, the accuracy of judgement can be improved.It should be noted that in the embodiment of the present application, root Determine that whether the webpage for accessing is that the concrete mode of the slow webpage of loading velocity includes but is not limited to above-mentioned side according to the time of staying Formula, does not have improper restriction to the application here.

Step S108, in the case where the slow webpage of loading velocity is determined, detects the slow net of the loading velocity determined Whether there is list page in page.

Step S110, detect there is list page when, reject the list page in the slow webpage of the loading velocity determined.

Due to there are some list pages (being referred to as navigation page) in targeted website, and generally comprise only in list page For being connected to the hyperlink of other webpages, not with actual content of pages.In order to reject list page to judged result Impact, in the embodiment of the present application, after the slow webpage of loading velocity is determined, judge whether the webpage is list Page, if it is, the list page is rejected, so as to ensure the accuracy of final result.

According to the embodiment of the present application, same source in the same session is obtained from the access data of targeted website and accesses same One webpage exceedes the access data of default access times, obtains same next in the same session from the access data for obtaining Source determines whether the webpage for accessing is the slow webpage of loading velocity in the time of staying of same webpage according to the time of staying, In the case where the slow webpage of loading velocity is determined, detect in the slow webpage of the loading velocity determined with the presence or absence of row Table page, detect there is list page when, the list page in the slow webpage of the loading velocity determined is rejected, according to note Record has the access data of the access behavior of user, and the slow webpage of loading velocity is judged from the actual access behavior of user, And reject list page therein, relative to the load condition for testing webpage in prior art under test network environment, very Situation during netizen's access webpage has been reacted on the spot, the accuracy that the webpage slow to loading velocity judges has been improve, and has been solved The webpage slow to loading velocity judges inaccurate technical problem.

Further, since artificial statistics is time-consuming longer in prior art, particularly with large-scale website, and manual testing is basic Cannot coverage goal website all webpages.And the embodiment of the present application judges by using the access data of targeted website The slow webpage of loading velocity, without the need for manual intervention, all webpages that can be accessed user by computer program etc. Judged, coverage rate is high.

Preferably, in the embodiment of the present application, can be by adding Tracker (JS scripts) in targeted website, to receive Collection user counts access behavior of each user in website in the access data of targeted website, and by the targeted website All access data all can be sent on given server, the user accesses data that one by one resolution server is collected.

For the detection of list page, the present embodiment by crawling the web data of webpage, based on the web data for crawling come Determine whether for list page, specifically, in the case where the slow webpage of loading velocity is determined, it is that detection is determined plus Carry slow-footed webpage includes with the presence or absence of list page:In the case where the slow webpage of loading velocity is determined, record adds Carry the URL of slow-footed webpage;Crawl URL (the Uniform Resoure of record Locator, referred to as URL) corresponding web data;The URL pair of record is judged according to web data Whether the webpage answered is list page.

According to the embodiment of the present application, by using the web data of list page and the difference of generic web page list is determined Page, such that it is able to reject result in list page.

Preferably, determine whether the webpage for accessing is that the slow webpage of loading velocity includes according to the time of staying:Statistics is same Total residence time and total access times of the same source in same webpage in one session;Obtain same next in the same session Source last time accesses the time of staying of same webpage;Calculated in the same session except last time is visited using below equation Ask the mean access time of same webpage:T=(T-T1)/(N-1), wherein, T is total residence time, and T1 is last The secondary time of staying for accessing same webpage, N is total access times;Judge t whether more than or equal to time threshold;In t During more than or equal to time threshold, it is determined that the webpage for accessing is the slow webpage of loading velocity.

For the statistics of total residence time, can be by adder will be aforementioned in visit every time in the same session extracted The time of staying asked is added, and obtains total residence time.For total access times, it is possible to use enumerator is to accessing data In each access of same session added up, obtain total access times.

In the present embodiment, by the mean residence time for calculating the access to webpage (not accessing including last time), Whether the mean residence time is judged more than or equal to time threshold, the time threshold can be user's access target website The minimum access time of webpage, different targeted websites can arrange different time thresholds, during above-mentioned average stop Between more than or equal to time threshold then substantially it is considered that user do not browse web data, here can consider that user does not also have When webpage loads out.Webpage is browsed because the time of staying that webpage is accessed when user's last time generally includes user The time of content, this period is long, and this section of time of staying is rejected, and can further improve the accuracy of judgement.

Such as user webpage 3 times of connected reference one in a session, have accessed successively 10 seconds, 10 seconds, and 25 Second, wherein, last time of the user in this session is accessed has spent a certain amount of time browsed web content, therefore, Last time access time is longer.If the time threshold of the targeted website is 3s, it is calculated user and accesses the webpage The mean residence time of (not accessing including last time) is 10s, hence, it can be determined that the webpage that the user accesses Loading velocity is slow.If above-mentioned mean access time is less than time threshold, it is believed that violence of the user to webpage refreshes Or refresh by mistake, it is impossible to it is considered that webpage loading velocity itself is slow.

Alternatively, determine whether the webpage for accessing is that the slow webpage of loading velocity includes according to the time of staying:Statistics is same Same source accesses the access times of the time of staying more than or equal to time threshold of same webpage in one session;Judge to stop Whether the time exceedes frequency threshold value more than or equal to the access times of time threshold;When judging that the time of staying is more than or equal to Between the access times of threshold value when exceeding frequency threshold value, it is determined that the webpage for accessing is the slow webpage of loading velocity.

In the present embodiment, each time of staying for accessing in a session can be done and once be judged, judge whether it is big In equal to time threshold, and record access times of the time of staying more than or equal to time threshold, then the access time to recording Number is judged that judge that whether it exceedes frequency threshold value, namely be to determine in a session, user accesses stopping for webpage Stay time less access times whether enough.If the user while in a session, for stopping for same web page access Stay some time of time longer, then may be considered and made because the webpage loading velocity causes slowly user repeatedly to refresh Into.When judging that the time of staying exceedes frequency threshold value more than or equal to the access times of time threshold, it is determined that access Webpage is the slow webpage of loading velocity.

In the present embodiment, time threshold and the time threshold of previous embodiment can be with identical, and frequency threshold value can be according to need Ask and be configured.

According to the embodiment of the present application, by arranging time threshold and frequency threshold value, successively to each time of staying for accessing Judged more than or equal to the access times of time threshold with the time of staying, further increased the net slow to loading velocity The accuracy of the judgement of page.

Preferably, determine whether the webpage for accessing is that the slow webpage of loading velocity includes according to the time of staying:According to stop Time determines the slow webpage of doubtful loading velocity;The slow source of the statistics webpage loading velocity slow to doubtful loading velocity Quantity;Judge whether source quantity reaches predetermined number;When judging that source quantity reaches predetermined number, it is determined that doubting It is the slow webpage of loading velocity like the slow webpage of loading velocity.

Because user's loading webpage speed is likely to be slowly what the network environment being located by the user caused, and not Webpage itself has problems, and there is accidentalia.To reject the interference factor, in the present embodiment, will be according to stop The slow webpage of loading velocity that time is determined for example, is more than or equal to as the slow webpage of doubtful loading velocity in t During time threshold, it is determined that the webpage for accessing is the slow webpage of doubtful loading velocity;Or, judging that the time of staying is big When the access times equal to time threshold exceed frequency threshold value, it is determined that the webpage for accessing is the slow net of doubtful loading velocity Page, then does again and further judges.Specifically, the slow webpage of doubtful loading velocity is being determined according to the time of staying Afterwards, the webpage is recorded, then to access source as dimension, counts the slow webpage quilt of the doubtful loading velocity The number of times of record, that is to say the slow source quantity of the webpage loading velocity slow to doubtful loading velocity, if it exceeds default Quantity (can be configured according to demand), then show that the speed for having a certain amount of user to load the webpage is slower, therefore, It is considered that the slow webpage of the doubtful loading velocity is the slow webpage of loading velocity.

According to the embodiment of the present application, by the source using webpage is accessed as the index for determining whether, so as to propose idol So factor, further improves the accuracy of the judgement of the webpage slow to loading velocity.

Preferably, determine whether the webpage for accessing is that the slow webpage of loading velocity includes according to the time of staying:According to stop Time determines the slow webpage of doubtful loading velocity;Record the URL of the slow webpage of doubtful loading velocity; Judge whether preset recording number of times is exceeded to the number of times of same URL record in preset time period;Exceeding During preset recording number of times, it is determined that being that loading velocity is slow more than the corresponding webpage of the URL of preset recording number of times Webpage.

In the present embodiment, in order to avoid affecting accuracy (for example, certain time period target of result due to time factor The server fail of website, webpage loading in the time period goes wrong), a time period is pre-selected, i.e., in advance If the time period, count in preset time period, the same webpage is registered as the number of times of the slow webpage of doubtful loading velocity, Judge whether to exceed preset recording number of times, if it exceeds, then it is assumed that the webpage is the slow webpage of loading velocity, wherein, Preset recording number of times can be configured according to demand.

Preferably, surpass same source in the same session is obtained from the access data of targeted website accessing same webpage After crossing the access data of default access times, and obtain same next in the same session from the access data for obtaining Before the time of staying of same webpage, method includes in source:According to the time order and function order for accessing in the same session Same source is ranked up to the access data of same webpage;Judge successively between adjacent two times accessed between data Every whether less than time interval threshold value;When adjacent two time intervals accessed between data are less than time interval threshold value, Reject adjacent two and access latter bar access data in data.

For part is using the page of Iframe, can there is the situation that repetition sends data, meeting when nested deployment It is mistaken for the system as refreshing, the embodiment of the present application is by arranging minimum refresh interval, it is ensured that this webpage is not known Not out.

Specifically, the access number of same webpage will be accessed in the user of a session same source according to time order and function order According to being ranked up, and judge the adjacent time interval for accessing twice, when time interval is less than time interval threshold value, then Reject adjacent two and access latter bar access data in data.

Below a kind of optional embodiment of the application is illustrated with a kind of specific example, specifically included:

Step1:Tracker is disposed in targeted website, after deployment is completed, all access of the user in the targeted website Data can all be sent to given server.

Step2:The user accesses data that one by one resolution server is collected.

Step3:Statistic of user accessing data, the webpage that same user is accessed in a conversation procedure is according to access Sequencing be ranked up.If it is two neighboring access data between time interval less than S (S can be user's setting value, It is defaulted as the numerical value of a very little such as 0.1 second), then delete this two accessed behind in data.One session refers to Be the once complete access process on website of a user.

Step4:The access data of user are collected, is found out in the same session, the same webpage of connected reference is surpassed After access data twice, it is assumed that certain user connected reference webpage P in a conversation procedure, 3 times are have accessed; When webpage is refreshed, server can receive the data that user accesses same webpage to user.

Step5:The access data that obtain in statistics Step4, count in this conversation procedure user by connected reference Webpage in total time of staying T, such as user webpage 3 times of connected reference one in a session, successively Have accessed 10 seconds, 10 seconds, 25 seconds, then T=29 seconds.

Step6:The time T1 for resting on the webpage for the last time in this connected reference is found out, such as above-mentioned example The middle T1=25 seconds.

Step7:If (T-T1)/(N-1)>=M then thinks that the webpage there may be the slower problem of loading, record The URL (Uniform Resoure Locator, referred to as URL) of the webpage and session information, it is no Then terminate the analysis to the session;M is time threshold, can be the minimum access time that user accesses webpage, is more than Then can consider that user does not browse web data substantially equal to M, here can consider that user does not also wait until that webpage is loaded Out, different for the value of different types of website M, N here is the number of times of the connected reference webpage.

Step8:Statistics is recorded more than 1 time in a period of time, and at least URL of the webpage of source and two users, It is considered that the corresponding webpages of these URL are the slow webpage of loading velocity.

Step9:Because the list web page of some websites occurs the consistent only different situations of parameter of URL, such case Under in page turning also can be mistaken for refresh, so crawling the corresponding webpages of all URL that Step8 is obtained by reptile.

Setp10:The web data obtained in parsing Step9, and judge whether it is list page, if list page Then it is separately identified or deletes from result set, if not then by corresponding URL output.The corresponding nets of URL of output Page is the slow webpage of loading velocity.

The embodiment of the present application additionally provides a kind of determining device of webpage loading velocity, and the device can be used for performing this Shen Please embodiment webpage loading velocity determination method, as shown in Fig. 2 the device includes:Acquiring unit 10, extraction Unit 20, determining unit 30, the culling unit 50 of detector unit 40 and first.

Acquiring unit 10 is used to parse the access data of targeted website, to obtain same source in the same session Access the access data that same webpage exceedes default access times.

When by terminal access targeted website, the targeted website would generally record the access behavior of user to user, for example, The webpage of record access, access times, access time, (can use in the time of staying of webpage, the source of user In the mark for representing user's uniqueness, such as IP address, mac addresses of terminal that user uses etc.) etc. data, Formed and access data.In the present embodiment, targeted website is the website tested, and the targeted website includes certain amount Webpage.

When user accesses certain webpage, if run into the excessively slow webpage of loading velocity can attempt being refreshed, if right There are many people that refreshing (more than twice) has all been carried out repeatedly when accessing in same webpage, then it is considered that the webpage Loading velocity may be slow, needs investigated.In the present embodiment, once refresh and be user to webpage Once request, once request of the user to webpage be designated as once accessing.

Parsed by the access data to targeted website, to obtain same source in the same session same net is accessed Page exceedes the access data of default access times, wherein, session refers to the user in same source on website Once complete access process.It can be specifically the visit in first analytically result to targeted website to obtain above-mentioned access data Ask that data are traveled through, same webpage is therefrom found out in units of session and is accessed for access times more than default access time The access data of (can be configured with root demand) are counted, then finds out all same sources in the same session and access same Webpage exceedes the access data of default access times, in order to obtain user stopping when accessing every time from these data Stay the time.

Extraction unit 20 be used for from obtain access extracting data in the same session same source in same webpage The time of staying.

The time of staying for once accessing is referred to from after user's request loading webpage, until user's request of loading net again Till page or other webpages, the time experienced between this, no matter whether the webpage loads out.Specifically, Can be obtain access data in can record in each access process, user's request record webpage moment and User asks again the moment for recording the webpage or request of loading other webpages, is calculated by the above-mentioned two moment State the time of staying.It is of course also possible to when user accesses webpage, be counted by each access of the timer to user When so that directly record has the time of staying of each access in access data, so, after access data are got, Can directly from the access extracting data above-mentioned time of staying.Obtain in a session, user accesses same webpage The time of staying for accessing each time, facilitating the use the time of staying determines whether the webpage is the slow webpage of loading velocity.

Determining unit 30 is used to determine whether the webpage for accessing is the slow webpage of loading velocity according to the time of staying.

Can attempt being refreshed because user runs into the excessively slow webpage of loading velocity, i.e., repeatedly access identical webpage, then The webpage is probably the slow webpage of loading velocity, when determining whether, the webpage for accessing is determined according to the time of staying whether Can be the length of the time of staying for judging to access every time for the webpage that loading velocity is slow, if wherein repeatedly access The time of staying longer (being more than or equal to time threshold), it is determined that the webpage is the slow webpage of loading velocity;Can also sentence Whether the disconnected mean residence time for repeatedly accessing is more than or equal to time threshold, if it is, determining the webpage for loading speed The slow webpage of degree;Can also be and judge in addition to the time of staying that last time is accessed, the average stop that others are accessed Whether the time is more than or equal to time threshold, if it is, determining the webpage for the slow webpage of loading velocity.Use due to working as Family last time accesses the time for the time of staying of webpage generally including user's browsed web content, and this period is long, This section of time of staying is rejected, the accuracy of judgement can be improved.It should be noted that in the embodiment of the present application, root Determine that whether the webpage for accessing is that the concrete mode of the slow webpage of loading velocity includes but is not limited to above-mentioned side according to the time of staying Formula, does not have improper restriction to the application here.

Detector unit 40 is used in the case where the slow webpage of loading velocity is determined, detects that the loading velocity determined is slow Webpage in whether there is list page.

First culling unit 50 be used for detect there is list page when, in rejecting the slow webpage of the loading velocity determined List page.

Due to there are some list pages (being referred to as navigation page) in targeted website, and generally comprise only in list page For being connected to the hyperlink of other webpages, not with actual content of pages.In order to reject list page to judged result Impact, in the embodiment of the present application, after the slow webpage of loading velocity is determined, judge whether the webpage is list Page, if it is, the list page is rejected, so as to ensure the accuracy of final result.

According to the embodiment of the present application, same source in the same session is obtained from the access data of targeted website and accesses same One webpage exceedes the access data of default access times, obtains same next in the same session from the access data for obtaining Source determines whether the webpage for accessing is the slow webpage of loading velocity in the time of staying of same webpage according to the time of staying, In the case where the slow webpage of loading velocity is determined, detect in the slow webpage of the loading velocity determined with the presence or absence of row Table page, detect there is list page when, the list page in the slow webpage of the loading velocity determined is rejected, according to note Record has the access data of the access behavior of user, and the slow webpage of loading velocity is judged from the actual access behavior of user, And reject list page therein, relative to the load condition for testing webpage in prior art under test network environment, very Situation during netizen's access webpage has been reacted on the spot, the accuracy that the webpage slow to loading velocity judges has been improve, and has been solved The webpage slow to loading velocity judges inaccurate technical problem.

Further, since artificial statistics is time-consuming longer in prior art, particularly with large-scale website, and manual testing is basic Cannot coverage goal website all webpages.And the embodiment of the present application judges by using the access data of targeted website The slow webpage of loading velocity, without the need for manual intervention, all webpages that can be accessed user by computer program etc. Judged, coverage rate is high.

Preferably, in the embodiment of the present application, can be by adding Tracker (JS scripts) in targeted website, to receive Collection user counts access behavior of each user in website in the access data of targeted website, and by the targeted website All access data all can be sent on given server, the user accesses data that one by one resolution server is collected.

For the detection of list page, the present embodiment by crawling the web data of webpage, based on the web data for crawling come Determine whether for list page, specifically, detector unit includes:Logging modle, for determining that loading velocity is slow In the case of webpage, the URL of the slow webpage of loading velocity is recorded;Module is crawled, for crawling record The corresponding web data of URL;First judge module, for judging the system of record according to web data Whether the corresponding webpage of one URLs is list page.

According to the embodiment of the present application, by using the web data of list page and the difference of generic web page list is determined Page, such that it is able to reject result in list page.

Preferably, determining unit includes:First statistical module, for statistics in the same session same source same The total residence time of webpage and total access times;Acquisition module, for obtain in the same session same source last The secondary time of staying for accessing same webpage;Computing module, for being calculated in the same session except last using below equation Once access the mean residence time of same webpage:T=(T-T1)/(N-1), wherein, T is total residence time, and T1 is Last time accesses the time of staying of same webpage, and N is total access times;Second judge module, for judging that t is It is no more than or equal to time threshold;First determining module, for when t is more than or equal to time threshold, it is determined that accessing Webpage be the slow webpage of loading velocity.

For the statistics of total residence time, can be by adder will be aforementioned in visit every time in the same session extracted The time of staying asked is added, and obtains total residence time.For total access times, it is possible to use enumerator is to accessing data In each access of same session added up, obtain total access times.

In the present embodiment, by the mean residence time for calculating the access to webpage (not accessing including last time), Whether the mean residence time is judged more than or equal to time threshold, the time threshold can be user's access target website The minimum access time of webpage, different targeted websites can arrange different time thresholds, during above-mentioned average stop Between more than or equal to time threshold then substantially it is considered that user do not browse web data, here can consider that user does not also have When webpage loads out.Webpage is browsed because the time of staying that webpage is accessed when user's last time generally includes user The time of content, this period is long, and this section of time of staying is rejected, and can further improve the accuracy of judgement.

Such as user webpage 3 times of connected reference one in a session, have accessed successively 10 seconds, 10 seconds, and 25 Second, wherein, last time of the user in this session is accessed has spent a certain amount of time browsed web content, therefore, Last time access time is longer.If the time threshold of the targeted website is 3s, it is calculated user and accesses the webpage The mean residence time of (not accessing including last time) is 10s, hence, it can be determined that the webpage that the user accesses Loading velocity is slow.If above-mentioned mean access time is less than time threshold, it is believed that violence of the user to webpage refreshes Or refresh by mistake, it is impossible to it is considered that webpage loading velocity itself is slow.

Preferably, determining unit includes:Second statistical module, for statistics, in the same session same source accesses same Access times of the time of staying of one webpage more than or equal to time threshold;3rd judge module, for judging the time of staying Whether exceed frequency threshold value more than or equal to the access times of time threshold;Second determining module, for judging to stop When time exceedes frequency threshold value more than or equal to the access times of time threshold, it is determined that the webpage for accessing is that loading velocity is slow Webpage.

In the present embodiment, each time of staying for accessing in a session can be done and once be judged, judge whether it is big In equal to time threshold, and record access times of the time of staying more than or equal to time threshold, then the access time to recording Number is judged that judge that whether it exceedes frequency threshold value, namely be to determine in a session, user accesses stopping for webpage Whether the access times for staying the time longer are enough.If the user while in a session, for stopping for same web page access Stay some time of time shorter, then may be considered and made because the webpage loading velocity causes slowly user repeatedly to refresh Into.When judging that the time of staying exceedes frequency threshold value more than or equal to the access times of time threshold, it is determined that access Webpage is the slow webpage of loading velocity.

In the present embodiment, time threshold and the time threshold of previous embodiment can be with identical, and frequency threshold value can be according to need Ask and be configured.

According to the embodiment of the present application, by arranging time threshold and frequency threshold value, successively to each time of staying for accessing Judged more than or equal to the access times of time threshold with the time of staying, further increased the net slow to loading velocity The accuracy of the judgement of page.

Preferably, device also includes:Sequencing unit, for according to access time order and function order in the same session Same source is ranked up to the access data of same webpage;Judging unit, for judging adjacent two access number successively Whether the time interval according between is less than time interval threshold value;Second culling unit, for accessing data at adjacent two Between time interval when being less than time interval threshold value, reject adjacent two and access latter bar in data and access data.

For part is using the page of Iframe, can there is the situation that repetition sends data, meeting when nested deployment It is mistaken for the system as refreshing, the embodiment of the present application is by arranging minimum refresh interval, it is ensured that this webpage is not known Not out.

Specifically, the access number of same webpage will be accessed in the user of a session same source according to time order and function order According to being ranked up, and judge the adjacent time interval for accessing twice, when time interval is less than time interval threshold value, then Reject adjacent two and access latter bar access data in data.

The determining device of the webpage loading velocity includes processor and memorizer, above-mentioned acquiring unit, extraction unit, Determining unit etc. is stored in memory as program unit, by computing device storage above-mentioned journey in memory Sequence unit.Above-mentioned default access times, time threshold, frequency threshold value etc. may be stored in memorizer.

Kernel is included in processor, is gone in memorizer to transfer corresponding program unit by kernel.Kernel can arrange one Or more, parse content of text by adjusting kernel parameter.

Memorizer potentially includes the volatile memory in computer-readable medium, random access memory (RAM) and/ Or the form, such as read only memory (ROM) or flash memory (flash RAM) such as Nonvolatile memory, memorizer includes at least one Individual storage chip.

Present invention also provides a kind of embodiment of computer program, when performing in data handling equipment, fits In the program code for performing initialization there are as below methods step:The access data of targeted website are parsed, to obtain In the same session same source accesses the access data that same webpage exceedes default access times, from the access number for obtaining According to middle extraction, in the same session same source, in the time of staying of same webpage, the net for accessing is determined according to the time of staying Whether page is the slow webpage of loading velocity, and in the case where the slow webpage of loading velocity is determined, what detection was determined adds Carry in slow-footed webpage with the presence or absence of list page, detect there is list page when, reject the loading velocity determined List page in slow webpage.

Above-mentioned the embodiment of the present application sequence number is for illustration only, does not represent the quality of embodiment.

In above-described embodiment of the application, the description to each embodiment all emphasizes particularly on different fields, and does not have in certain embodiment The part of detailed description, may refer to the associated description of other embodiment.

In several embodiments provided herein, it should be understood that disclosed technology contents, other can be passed through Mode realize.Wherein, device embodiment described above is only schematic, such as division of described unit, Can be a kind of division of logic function, can there is other dividing mode, such as multiple units or component when actually realizing Can with reference to or be desirably integrated into another system, or some features can be ignored, or not perform.It is another, institute The coupling each other for showing or discussing or direct-coupling or communication connection can be by some interfaces, unit or mould The INDIRECT COUPLING of block or communication connection, can be electrical or other forms.

The unit as separating component explanation can be or may not be it is physically separate, it is aobvious as unit The part for showing can be or may not be physical location, you can with positioned at a place, or can also be distributed to On multiple units.Some or all of unit therein can be according to the actual needs selected to realize this embodiment scheme Purpose.

In addition, each functional unit in the application each embodiment can be integrated in a processing unit, it is also possible to It is that unit is individually physically present, it is also possible to which two or more units are integrated in a unit.It is above-mentioned integrated Unit both can be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.

If the integrated unit is realized and as independent production marketing or when using using in the form of SFU software functional unit, During a computer read/write memory medium can be stored in.Based on such understanding, the technical scheme essence of the application On all or part of prior art is contributed part in other words or the technical scheme can be with software product Form is embodied, and the computer software product is stored in a storage medium, including some instructions are used so that one Platform computer equipment (can be personal computer, server or network equipment etc.) performs each embodiment institute of the application State all or part of step of method.And aforesaid storage medium includes:USB flash disk, read only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), portable hard drive, magnetic disc or CD Etc. it is various can be with the medium of store program codes.

The above is only the preferred implementation of the application, it is noted that for the ordinary skill people of the art For member, on the premise of without departing from the application principle, some improvements and modifications can also be made, these improve and moisten Decorations also should be regarded as the protection domain of the application.

Claims (10)

1. a kind of determination method of webpage loading velocity, it is characterised in that include:
The access data of targeted website are parsed, to obtain same source in the same session same net is accessed Page exceedes the access data of default access times;
From the access extracting data same source described in the same session for obtaining in the same webpage The time of staying;
Determine whether the webpage for accessing is the slow webpage of loading velocity according to the time of staying;
In the case where the slow webpage of loading velocity is determined, the slow webpage of the loading velocity determined described in detection In whether there is list page;
Detect there is the list page when, reject described in list in the slow webpage of the loading velocity determined Page.
2. method according to claim 1, it is characterised in that in the case where the slow webpage of loading velocity is determined, The slow webpage of the loading velocity determined described in detection includes with the presence or absence of list page:
In the case where the slow webpage of loading velocity is determined, the unified money of the slow webpage of the loading velocity is recorded Source finger URL;
Crawl the corresponding web data of URL of record;
Judge whether the corresponding webpage of the URL of the record is list page according to the web data.
3. method according to claim 1, it is characterised in that determine that the webpage for accessing is according to the time of staying The no webpage slow for loading velocity includes:
Total residence time and total access of the statistics same source described in the same session in the same webpage Number of times;
Obtain the time of staying that the same source last time described in the same session accesses the same webpage;
Calculated in the same session except last time accesses the average visit of the same webpage using below equation Ask the time:
T=(T-T1)/(N-1)
Wherein, T is the total residence time, when T1 is that the last time accesses the stop of the same webpage Between, N is total access times;
Judge the t whether more than or equal to time threshold;
When the t is more than or equal to the time threshold, the webpage for determining the access is that loading velocity is slow Webpage.
4. method according to claim 1, it is characterised in that determine that the webpage for accessing is according to the time of staying The no webpage slow for loading velocity includes:
Statistics time of staying of the same source access same webpage described in the same session is more than or equal to The access times of time threshold;
Judge whether the time of staying exceedes frequency threshold value more than or equal to the access times of the time threshold;
When judging that the time of staying exceedes frequency threshold value more than or equal to the access times of the time threshold, it is determined that The webpage of the access is the slow webpage of loading velocity.
5. method according to any one of claim 1 to 4, it is characterised in that in the access number to targeted website According to being parsed, to obtain same source in the same session the visit that same webpage exceedes default access times is accessed After asking data, and from the access extracting data same source described in the same session for obtaining in institute Before stating the time of staying of same webpage, methods described also includes:
According to access number of the time order and function order for accessing to same source in the same session to the same webpage According to being ranked up;
Judge adjacent two time intervals accessed between data whether less than time interval threshold value successively;
When adjacent two time intervals accessed between data are less than the time interval threshold value, adjacent two are rejected Bar accesses latter bar in data and accesses data.
6. a kind of determining device of webpage loading velocity, it is characterised in that include:
Acquiring unit, it is same in the same session to obtain for parsing to the access data of targeted website Source accesses the access data that same webpage exceedes default access times;
Extraction unit, for existing from the access extracting data same source described in the same session for obtaining The time of staying of the same webpage;
Determining unit, for determining whether the webpage for accessing is the slow webpage of loading velocity according to the time of staying;
Detector unit, for adding in the case where the slow webpage of loading velocity is determined, determining described in detection Carry and whether there is in slow-footed webpage list page;
First culling unit, for detect there is the list page when, reject the loading determined fast List page in the slow webpage of degree.
7. device according to claim 6, it is characterised in that the detector unit includes:
Logging modle, in the case where the slow webpage of loading velocity is determined, recording the loading velocity slow Webpage URL;
Module is crawled, the corresponding web data of the URL for crawling record;
First judge module, for judging the URL correspondence of the record according to the web data Webpage whether be list page.
8. device according to claim 6, it is characterised in that the determining unit includes:
First statistical module, for counting the same source described in the same session in the same webpage Total residence time and total access times;
Acquisition module, accesses described same for obtaining the same source last time described in the same session The time of staying of webpage;
Computing module, for being calculated in the same session except last time accesses described same using below equation The mean residence time of one webpage:
T=(T-T1)/(N-1)
Wherein, T is the total residence time, when T1 is that the last time accesses the stop of the same webpage Between, N is total access times;
Second judge module, for judging the t whether more than or equal to time threshold;
First determining module, for when the t is more than or equal to the time threshold, determining the access Webpage is the slow webpage of loading velocity.
9. device according to claim 6, it is characterised in that the determining unit includes:
Second statistical module, for statistics same source described in the same session the same webpage is accessed The time of staying more than or equal to time threshold access times;
3rd judge module, for judging whether the time of staying surpasses more than or equal to the access times of the time threshold Cross frequency threshold value;
Second determining module, for judging that the time of staying surpasses more than or equal to the access times of the time threshold When crossing frequency threshold value, the webpage for determining the access is the slow webpage of loading velocity.
10. the device according to any one of claim 6 to 9, it is characterised in that described device also includes:
Sequencing unit, for according to the time order and function order for accessing to same source in the same session to described same The access data of one webpage are ranked up;
Judging unit, for judging adjacent two time intervals accessed between data whether less than between the time successively Every threshold value;
Second culling unit, the time interval for accessing at adjacent two between data is less than the time interval During threshold value, reject adjacent two and access latter bar access data in data.
CN201510703871.4A 2015-10-26 2015-10-26 Method and device for determining webpage loading speed CN106611010A (en)

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