CN109710529A - Web project operation detection method, device, electronic equipment, storage medium - Google Patents

Web project operation detection method, device, electronic equipment, storage medium Download PDF

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Publication number
CN109710529A
CN109710529A CN201811617410.5A CN201811617410A CN109710529A CN 109710529 A CN109710529 A CN 109710529A CN 201811617410 A CN201811617410 A CN 201811617410A CN 109710529 A CN109710529 A CN 109710529A
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Prior art keywords
web project
web
screen
image
operation detection
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CN201811617410.5A
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Chinese (zh)
Inventor
周刚涛
杨建军
王坤明
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Jiangsu Manyun Software Technology Co Ltd
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Jiangsu Manyun Software Technology Co Ltd
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Priority to CN201811617410.5A priority Critical patent/CN109710529A/en
Publication of CN109710529A publication Critical patent/CN109710529A/en
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Abstract

The present invention provides a kind of web project operation detection method, device, electronic equipment, storage medium, triggering interception shows the screen of the web project when web project operation detection method includes: n seconds before web project load time-out, and screenshotss image data is saved as, n is the constant greater than 0;It compresses the screenshotss image data and obtains image to be detected data;Count accounting of each color in image to be detected data in image to be detected data;And if there are the colors that accounting is greater than predetermined threshold in image to be detected data, judge the web project operation failure.Method and device provided by the invention is for detecting whether web project operation fails.

Description

Web project operation detection method, device, electronic equipment, storage medium
Technical field
The present invention relates to computer application technology more particularly to a kind of web project operation detection methods, device, electricity Sub- equipment, storage medium.
Background technique
Web project in web project, especially App (Application, application program) system, usually in container It is run in WebView.If Web project native codes do not malfunction, that Web project will provide in Web container in App system Successful operation.But if Web project procedure occurs, mistake causes to terminate operation also or Web project does not load at all at this time Success, does not simply fail to Web project operation, while can not be by the error message notification of generation to Web container yet.Web Purpose exploit person does not often know that this problem occurs, while bringing puzzlement or function not to be available to user again.
For problem as described above, technical solution used by most of companies is exactly to allow Web project in error message Report reports mistake by Web container using some information interaction approach in container WebView and the Web project of App system Information.However Web project there is a problem itself or Web project does not load success, have no idea to report mistake In the case where information, such developer can not just have found and be collected into these information.
Existing technical solution is usually started with by Web project or is started with from the Web container of App system.Wish Web project Mistake can be reported or App system can receive the mistake of Web project and report mistake.This has one serious to ask Topic is exactly that must ensure Web project when mistake occurs, and there are also capability reporting mistakes for Web project itself, if Web at this time Some mistakes occur for mesh, and directly resulting in Web project procedure termination operation, also or at this time Web project is at all without loading successfully, Technology is all that can not detect such problem at present.Also it can not know whether time class problem takes place frequently generation still in user mobile phone Accidentally occur.
Summary of the invention
The present invention provides a kind of web project operation detection method, dress to overcome defect existing for above-mentioned the relevant technologies It sets, electronic equipment, storage medium, and then caused by overcoming the limitation and defect due to the relevant technologies at least to a certain extent One or more problem.
According to an aspect of the present invention, a kind of web project operation detection method is provided, comprising:
Triggering interception shows the screen of the web project when n seconds before web project load time-out, and saves as screenshotss image Data, n are the constant greater than 0;
It compresses the screenshotss image data and obtains image to be detected data;
Count accounting of each color in image to be detected data in image to be detected data;And
If judging the web project operation there are the color that accounting is greater than predetermined threshold in image to be detected data Failure.
Optionally, when the web project is displayed in full screen, triggering interception is aobvious when n seconds before be set forth in web project load time-out The screen for showing the web project includes:
Triggering interception shows whole screens of the web project when n seconds before web project load time-out.
Optionally, the resolution ratio of the screen is bigger, and the compression ratio for compressing the screenshotss image data is bigger.
Optionally, when the web project is shown in the presumptive area of screen, n seconds before be set forth in web project load time-out When triggering interception show the web project screen include:
The presumptive area in screen that triggering interception shows the web project when n seconds before web project load time-out.
Optionally, show the presumptive area of the web project account for the screen ratio it is bigger, compress the screenshotss image The compression ratio of data is bigger.
Optionally, the predetermined threshold is any value in 85% to 99%.
According to another aspect of the invention, a kind of web project operation failure statistical method is also provided, comprising:
The web project of operation failure and the mark of the web project are determined according to web project operation detection method as described above Know, counts the operation frequency of failure of each web project.
According to another aspect of the invention, a kind of web project operation detection device is also provided, comprising:
Screen capture module, triggering interception shows the screen of the web project when for n seconds before web project load time-out, and protects Screenshotss image data is saved as, n is the constant greater than 0;
Compression module obtains image to be detected data for compressing the screenshotss image data;
Statistical module, for counting accounting of each color in image to be detected data in image to be detected data; And
Judgment module, in image to be detected data there are the color that accounting is greater than predetermined threshold, described in judgement The failure of web project operation.
According to another aspect of the invention, a kind of electronic equipment is also provided, the electronic equipment includes: processor;Storage Medium, is stored thereon with computer program, and the computer program executes step as described above when being run by the processor.
According to another aspect of the invention, a kind of storage medium is also provided, computer journey is stored on the storage medium Sequence, the computer program execute step as described above when being run by processor.
Compared with prior art, present invention has an advantage that
When the present invention fails in view of web project operation, the screen of display web project is generally pure color picture, thus logical It crosses before web project load time-out and screen is intercepted, and can judge each color accounting by truncated picture data, from And determine that institute's truncated picture data are non-for pure color picture, thus know the Web project this time run whether normal load, by This goes to detect woth no need to Web Item announcements without Web container.In addition, the present invention passes through the web project operation unsuccessfully side of statistics Method can count the frequency of failure of web project, and thereby count the stabilization without the accounting and the Web project that run successful user Property, most full Web project stability data is provided to exploitation.
Detailed description of the invention
Its example embodiment is described in detail by referring to accompanying drawing, above and other feature of the invention and advantage will become It is more obvious.
Fig. 1 shows the flow chart of web project operation detection method according to an embodiment of the present invention.
Fig. 2 shows the flow charts of web project operation according to an embodiment of the present invention failure statistical method.
Fig. 3 shows the schematic diagram of web project operation detection device according to an embodiment of the present invention.
Fig. 4 schematically shows a kind of computer readable storage medium schematic diagram in exemplary embodiment of the present.
Fig. 5 schematically shows a kind of electronic equipment schematic diagram in exemplary embodiment of the present.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes Formula is implemented, and is not understood as limited to example set forth herein;On the contrary, thesing embodiments are provided so that the present invention will more Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.Described feature, knot Structure or characteristic can be incorporated in any suitable manner in one or more embodiments.
In addition, attached drawing is only schematic illustrations of the invention, it is not necessarily drawn to scale.Identical attached drawing mark in figure Note indicates same or similar part, thus will omit repetition thereof.Some block diagrams shown in the drawings are function Energy entity, not necessarily must be corresponding with physically or logically independent entity.These function can be realized using software form Energy entity, or these functional entitys are realized in one or more hardware modules or integrated circuit, or at heterogeneous networks and/or place These functional entitys are realized in reason device device and/or microcontroller device.
Flow chart shown in the drawings is merely illustrative, it is not necessary to including all steps.For example, the step of having It can also decompose, and the step of having can merge or part merges, therefore, the sequence actually executed is possible to according to the actual situation Change.
Fig. 1 shows the flow chart of web project operation detection method according to an embodiment of the present invention.It is described with reference to Fig. 1 Web project operation detection method includes the following steps:
Step S110: triggering interception shows the screen of the web project when n seconds before web project load time-out, and saves as Screenshotss image data, n are the constant greater than 0;
Step S120: it compresses the screenshotss image data and obtains image to be detected data;
Step S130: accounting of each color in image to be detected data in image to be detected data is counted;And
Step S140: if judging the web there are the color that accounting is greater than predetermined threshold in image to be detected data Project operation failure.
In the web project operation detection method of exemplary embodiments of the present invention, it is contemplated that the failure of web project operation When, the screen of display web project is generally pure color picture, thus by being intercepted before web project load time-out to screen, And each color accounting can be judged by truncated picture data, so that it is determined that institute's truncated picture data are non-for pure color picture Face, thus know the Web project this time run whether normal load, as a result, woth no need to Web Item announcements, without Web container It goes to detect.
Specifically, the n before web project load time-out in n seconds can be in 1 to 10 second in above-mentioned steps S110 Any value.It is appreciated that in the present solution, operation failure and the load time it is too long all it is considered that for operation failure, therefore, The too long web project of runing time effectively can be also included in operation and lost by n seconds triggering screen interceptions before web project load time-out It loses.In some embodiments, the value of n can be calculated by the average load time of the web project of operation failure.At other In embodiment, the value of n can be set by way of configuring.The value of n can change according to different situations, and the present invention is not As limit.
In some embodiments of the invention, in above-mentioned steps S110, screenshotss image data can be saved as bitmap Image, as a result, in order to the statistic procedure of subsequent step S130.
In some embodiments of the invention, it is to be checked that the screenshotss image data acquisition is compressed in above-mentioned steps S120 The compression ratio of altimetric image data can be set by way of configuring.Number of compressed images accelerates the statistics in step S130 accordingly Step.But it is to be understood that might have verbal description on the pure color page to be counted, the color and the pure color page of verbal description Color it is different, the color accounting for leading to the pure color page in order to which mode Image Data Compression is too small is lower than given threshold, step Compression ratio in S120 is unsuitable too small.At one in the specific implementation, the compression ratio in step S120 can be set to 1/2,1/3 Deng, the present invention not to be limited.
In some embodiments of the invention, when the web project is displayed in full screen, above-mentioned steps S110 is in web The step of triggering interception shows the screen of the web project when n seconds before project load time-out may include: super in the load of web project When before n seconds when triggering interception show the web project whole screens.The image data that web project is shown can be cut completely as a result, It takes.In this embodiment, the resolution ratio of the screen is bigger, and the compression ratio for compressing the screenshotss image data is bigger, makes as a result, The screenshot capture for obtaining different resolution is roughly the same in the execution speed of the statistic procedure of subsequent step S130.
In some embodiments of the invention, when the web project is shown in the presumptive area of screen, above-mentioned step The step of triggering interception shows the screen of the web project when rapid S110 is n seconds before web project load time-out may include: in web Triggering interception shows the presumptive area in the screen of the web project when n seconds before project load time-out.Thus, it is possible to avoid screen Influence of the color in upper other regions to statistic procedure in subsequent step S130.In this example it is shown that the web project The ratio that presumptive area accounts for the screen is bigger, and the compression ratio for compressing the screenshotss image data is bigger, as a result, different pre- The institute's truncated picture data for determining region are roughly the same in the execution speed of the statistic procedure of subsequent step S130.
In some embodiments of the invention, each picture of the available image to be detected data of above-mentioned steps S130 The color of vegetarian refreshments, thus by the counting of the pixel to same color, to complete statistic procedure.In this embodiment, if often A pixel includes three sub-pixels of red blue green, then recognizes all identical two pixels of the pixel value of three sub-pixels of red blue green To be the identical pixel of color.It in yet other embodiments, can be by the value differences of three sub-pixels of red blue green pre- Determine two in range pixels to think for same color pixel.The present invention can also realize more variation patterns, herein It will not go into details.
In some embodiments of the invention, predetermined threshold described in above-mentioned steps S140 can be 85% to 99% In any value.At of the invention one in the specific implementation, above-mentioned predetermined threshold can be set as 95%, the present invention not with This is limited.
In some embodiments of the invention, if in the exploitation of web project, the web project of different mistakes is set The pure color picture that different colours are shown when failure is being run, by the above-mentioned means, at most and can also be greater than predetermined according to accounting The color of threshold value determines the error reason of current web project, and can be reported and be counted based on this.
It is above only to schematically depict embodiments of the present invention, the present invention is not limited thereto.
Fig. 2 shows the flow charts of web project operation according to an embodiment of the present invention failure statistical method.Fig. 2 shows such as Lower step:
Step S210: the web project of operation failure is determined according to web project operation detection method as shown in Figure 1 and is somebody's turn to do Web purpose marks count the operation frequency of failure of each web project.
The present invention can count the frequency of failure of web project by web project operation failure statistical method as a result, And thereby it is steady to provide most full Web project to exploitation without running the accounting of successful user and the stability of the Web project for statistics Qualitative data.
The schematic diagram of web project operation detection device according to an embodiment of the present invention is shown referring to Fig. 3, Fig. 3. Web project operation detection device and each module can be realized by the form of software and/or hardware.The web project operation detection Device 300 includes: screen capture module 310, compression module 320, statistical module 330, judgment module 340.
Triggering interception shows the screen of the web project when screen capture module 310 is used for before web project load time-out n seconds, and Screenshotss image data is saved as, n is the constant greater than 0;
Compression module 320 obtains image to be detected data for compressing the screenshotss image data;
Statistical module 330 is for counting each color accounting in image to be detected data in image to be detected data Than;And
Judgment module 340 is used to judge institute when the color in image to be detected data there are accounting greater than predetermined threshold State the failure of web project operation.
In the web project operation detection device of exemplary embodiments of the present invention, it is contemplated that the failure of web project operation When, the screen of display web project is generally pure color picture, thus by being intercepted before web project load time-out to screen, And each color accounting can be judged by truncated picture data, so that it is determined that institute's truncated picture data are non-for pure color picture Face, thus know the Web project this time run whether normal load, as a result, woth no need to Web Item announcements, without Web container It goes to detect.
Fig. 3 is only to show schematically web project operation detection device 300 provided by the invention, without prejudice to this hair Under the premise of bright design, the fractionation of module, increases all within protection scope of the present invention merging.
In an exemplary embodiment of the present invention, a kind of computer readable storage medium is additionally provided, meter is stored thereon with Web project operation described in any one above-mentioned embodiment may be implemented when being executed by such as processor in calculation machine program, the program The step of detection method or web project operation failure statistical method.In some possible embodiments, of the invention each A aspect is also implemented as a kind of form of program product comprising program code, when described program product is in terminal device When upper operation, said program code for make the terminal device execute the above-mentioned web project operation detection method of this specification or Described in web project operation failure statistical method part according to the present invention various illustrative embodiments the step of.
Refering to what is shown in Fig. 4, describing the program product for realizing the above method of embodiment according to the present invention 700, can using portable compact disc read only memory (CD-ROM) and including program code, and can in terminal device, Such as it is run on PC.However, program product of the invention is without being limited thereto, in this document, readable storage medium storing program for executing can be with To be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or It is in connection.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable letter Number medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or System, device or the device of semiconductor, or any above combination.The more specific example of readable storage medium storing program for executing is (non exhaustive List) include: electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory (CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
The computer readable storage medium may include in a base band or the data as the propagation of carrier wave a part are believed Number, wherein carrying readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetism Signal, optical signal or above-mentioned any appropriate combination.Readable storage medium storing program for executing can also be any other than readable storage medium storing program for executing Readable medium, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or Person's program in connection.The program code for including on readable storage medium storing program for executing can transmit with any suitable medium, packet Include but be not limited to wireless, wired, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages Code, described program design language include object oriented program language-Java, C++ etc., further include conventional Procedural programming language-such as " C " language or similar programming language.Program code can be fully in tenant It calculates and executes in equipment, partly executed in tenant's equipment, being executed as an independent software package, partially in tenant's calculating Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network (WAN), it is connected to tenant and calculates equipment, or, it may be connected to external computing device (such as utilize ISP To be connected by internet).
In an exemplary embodiment of the present invention, a kind of electronic equipment is also provided, which may include processor, And the memory of the executable instruction for storing the processor.Wherein, the processor is configured to via described in execution Executable instruction executes web project operation detection method described in any one above-mentioned embodiment or the web project operation The step of failure statistical method.
Person of ordinary skill in the field it is understood that various aspects of the invention can be implemented as system, method or Program product.Therefore, various aspects of the invention can be embodied in the following forms, it may be assumed that complete hardware embodiment, complete The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here Referred to as circuit, " module " or " system ".
The electronic equipment 500 of this embodiment according to the present invention is described referring to Fig. 5.The electronics that Fig. 5 is shown Equipment 500 is only an example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in figure 5, electronic equipment 500 is showed in the form of universal computing device.The component of electronic equipment 500 can wrap It includes but is not limited to: at least one processing unit 510, at least one storage unit 520, (including the storage of the different system components of connection Unit 520 and processing unit 510) bus 530, display unit 540 etc..
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 510 Row, so that the processing unit 510 executes this specification web project operation detection method described above or web project fortune Row failure statistical method part described according to the present invention various illustrative embodiments the step of.For example, the processing is single Member 510 can execute step as shown in Figure 1 or 2.
The storage unit 520 may include the readable medium of volatile memory cell form, such as random access memory Unit (RAM) 5201 and/or cache memory unit 5202 can further include read-only memory unit (ROM) 5203.
The storage unit 520 can also include program/practical work with one group of (at least one) program module 5205 Tool 5204, such program module 5205 includes but is not limited to: operating system, one or more application program, other programs It may include the realization of network environment in module and program data, each of these examples or certain combination.
Bus 530 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures Local bus.
Electronic equipment 500 can also be with one or more external equipments 600 (such as keyboard, sensing equipment, bluetooth equipment Deng) communication, the equipment that also tenant can be enabled interact with the electronic equipment 500 with one or more communicates, and/or with make Any equipment (such as the router, modulation /demodulation that the electronic equipment 500 can be communicated with one or more of the other calculating equipment Device etc.) communication.This communication can be carried out by input/output (I/O) interface 550.Also, electronic equipment 500 can be with By network adapter 560 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network, Such as internet) communication.Network adapter 560 can be communicated by bus 530 with other modules of electronic equipment 500.It should Understand, although not shown in the drawings, other hardware and/or software module can be used in conjunction with electronic equipment 500, including but unlimited In: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and number According to backup storage system etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the present invention The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating Equipment (can be personal computer, server or network equipment etc.) executes above-mentioned web of embodiment according to the present invention The step of mesh operation detecting method or web project operation failure statistical method.
Compared with prior art, present invention has an advantage that
When the present invention fails in view of web project operation, the screen of display web project is generally pure color picture, thus logical It crosses before web project load time-out and screen is intercepted, and can judge each color accounting by truncated picture data, from And determine that institute's truncated picture data are non-for pure color picture, thus know the Web project this time run whether normal load, by This goes to detect woth no need to Web Item announcements without Web container.In addition, the present invention passes through the web project operation unsuccessfully side of statistics Method can count the frequency of failure of web project, and thereby count the stabilization without the accounting and the Web project that run successful user Property, most full Web project stability data is provided to exploitation.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to of the invention its Its embodiment.This application is intended to cover any variations, uses, or adaptations of the invention, these modifications, purposes or Person's adaptive change follows general principle of the invention and including the undocumented common knowledge in the art of the present invention Or conventional techniques.The description and examples are only to be considered as illustrative, and true scope and spirit of the invention are by appended Claim is pointed out.

Claims (10)

1. a kind of web project operation detection method characterized by comprising
Triggering interception shows the screen of the web project when n seconds before web project load time-out, and saves as screenshotss image data, N is the constant greater than 0;
It compresses the screenshotss image data and obtains image to be detected data;
Count accounting of each color in image to be detected data in image to be detected data;And
If there are the colors that accounting is greater than predetermined threshold in image to be detected data, the web project operation failure is judged.
2. web project operation detection method as described in claim 1, which is characterized in that when the web project is displayed in full screen When, triggering interception shows that the screen of the web project includes: when n seconds before be set forth in web project load is overtime
Triggering interception shows whole screens of the web project when n seconds before web project load time-out.
3. web project operation detection method as claimed in claim 2, which is characterized in that the resolution ratio of the screen is bigger, pressure The compression ratio for the screenshotss image data that contracts is bigger.
4. web project operation detection method as described in claim 1, which is characterized in that when the web project is shown in screen Presumptive area when, the screen of the triggering interception display web project includes: when n second before be set forth in web project load time-out
The presumptive area in screen that triggering interception shows the web project when n seconds before web project load time-out.
5. web project operation detection method as claimed in claim 4, which is characterized in that show the fate of the web project The ratio that domain accounts for the screen is bigger, and the compression ratio for compressing the screenshotss image data is bigger.
6. such as web project operation detection method described in any one of claim 1 to 5, which is characterized in that the predetermined threshold is Any value in 85% to 99%.
The statistical method 7. a kind of web project operation fails characterized by comprising
The web project of operation failure is determined according to the web project operation detection method as described in any one of claim 1 to 6 and is somebody's turn to do Web purpose marks count the operation frequency of failure of each web project.
8. a kind of web project operation detection device characterized by comprising
Screen capture module, triggering interception shows the screen of the web project when for n seconds before web project load time-out, and saves as Screenshotss image data, n are the constant greater than 0;
Compression module obtains image to be detected data for compressing the screenshotss image data;
Statistical module, for counting accounting of each color in image to be detected data in image to be detected data;And
Judgment module, for judging web described when the color in image to be detected data there are accounting greater than predetermined threshold Mesh operation failure.
9. a kind of electronic equipment, which is characterized in that the electronic equipment includes:
Processor;
Memory is stored thereon with computer program, is executed when the computer program is run by the processor as right is wanted Ask 1 to 6 described in any item methods or method of claim 7.
10. a kind of storage medium, which is characterized in that be stored with computer program, the computer program on the storage medium Such as method as claimed in any one of claims 1 to 6 or method of claim 7 are executed when being run by processor.
CN201811617410.5A 2018-12-27 2018-12-27 Web project operation detection method, device, electronic equipment, storage medium Pending CN109710529A (en)

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Citations (4)

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Publication number Priority date Publication date Assignee Title
CN101071438A (en) * 2007-03-26 2007-11-14 腾讯科技(深圳)有限公司 Capture server, distribution server, method and system for generating webpage capture
CN106161133A (en) * 2015-04-21 2016-11-23 腾讯科技(深圳)有限公司 The method of testing of a kind of web page loading time and device
US20170277625A1 (en) * 2016-03-28 2017-09-28 Alexander Shtuchkin Generating annotated screenshots based on automated tests
CN108228463A (en) * 2018-01-10 2018-06-29 百度在线网络技术(北京)有限公司 For detecting the method and apparatus of initial screen time

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101071438A (en) * 2007-03-26 2007-11-14 腾讯科技(深圳)有限公司 Capture server, distribution server, method and system for generating webpage capture
CN106161133A (en) * 2015-04-21 2016-11-23 腾讯科技(深圳)有限公司 The method of testing of a kind of web page loading time and device
US20170277625A1 (en) * 2016-03-28 2017-09-28 Alexander Shtuchkin Generating annotated screenshots based on automated tests
CN108228463A (en) * 2018-01-10 2018-06-29 百度在线网络技术(北京)有限公司 For detecting the method and apparatus of initial screen time

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Application publication date: 20190503