CN110162460A - Application exception positioning problems method, apparatus, computer equipment and storage medium - Google Patents
Application exception positioning problems method, apparatus, computer equipment and storage medium Download PDFInfo
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- CN110162460A CN110162460A CN201910300393.0A CN201910300393A CN110162460A CN 110162460 A CN110162460 A CN 110162460A CN 201910300393 A CN201910300393 A CN 201910300393A CN 110162460 A CN110162460 A CN 110162460A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3604—Software analysis for verifying properties of programs
- G06F11/3612—Software analysis for verifying properties of programs by runtime analysis
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
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Abstract
The invention discloses application exception positioning problems method, apparatus, computer equipment and storage mediums, it is related to data analysis technique field, main technical schemes of the invention are as follows: when occurring running existing abnormal problem in determining the application program being currently running, the corresponding abnormal interface of the operation exception problem occurs in acquisition;The position for occurring operation exception problem in application program is determined according to the corresponding abnormal interface of the operation exception problem.The present invention is mainly with the accuracy rate for improving application program positioning problems.
Description
Technical field
The present invention relates to data analysis technique field more particularly to a kind of application exception positioning problems method, apparatus,
Computer equipment and storage medium.
Background technique
With the development of science and technology, terminal device is widely used in a variety of applications, the application software kind being mounted in terminal device
Class is also more and more abundant.When user's process of software in using terminal equipment, may will appear when application program is run
Some problems, for example, interface display blank screen, application software compulsory withdrawal etc..There are these when application program operation to find out
The specific location of problem positions application program often through the information of user feedback.
In the locating scheme of the prior art, Application developer transports according to the application program that the user of acquisition grabs
The log information generated when row, positions application program.Log information is a kind of special information, it records operation system
The operation information occurred in system, such as the starting of various system services, operation, closing information.Since equipment component does not have
The function of crawl log information, causing, which can not achieve, positions application program, reduce to application program go wrong into
The efficiency of row positioning.
Summary of the invention
The present invention provides a kind of application exception positioning problems method, apparatus, computer equipment and storage medium, improves
The efficiency of application program positioning problems.
A kind of application exception positioning problems method, comprising:
When occurring running existing abnormal problem in determining the application program being currently running, there is the operation exception and asks in acquisition
Inscribe corresponding abnormal interface;
The position for occurring operation exception problem in application program is determined according to the corresponding abnormal interface of the operation exception problem
It sets.
A kind of application exception positioning problems device, comprising:
Module is obtained, when for occurring running existing abnormal problem in determining the application program being currently running, obtaining and occurring
The corresponding abnormal interface of the operation exception problem;
Determining module is run for being determined in application program according to the corresponding abnormal interface of the operation exception problem
The position of abnormal problem.
A kind of computer equipment, including memory, processor and storage are in the memory and can be in the processing
The computer program run on device, the processor realize that above-mentioned application exception problem is fixed when executing the computer program
Position method.
A kind of computer readable storage medium, the computer-readable recording medium storage have computer program, the meter
Calculation machine program realizes above-mentioned application exception positioning problems method when being executed by processor.
Above-mentioned application exception positioning problems method, apparatus, computer equipment and storage medium are determining that client is proper
When occurring running existing abnormal problem in the application program of operation, there is the corresponding abnormal boundary of the operation exception problem in acquisition
Face, the abnormal interface that then will acquire are sent to server, so that server determines in application program according to the exception interface
There is the position of operation exception problem.Journey is applied with the log information analysis generated when running at present by the application program grabbed
The position for occurring abnormal problem in sequence is compared, and the present embodiment abnormal position occurs by the abnormal interface analysis application program of interception
It sets, intuitively can quickly recognize the concrete condition being abnormal in application program, to improve application exception problem
The efficiency of positioning.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by institute in the description to the embodiment of the present invention
Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the invention
Example, for those of ordinary skill in the art, without any creative labor, can also be according to these attached drawings
Obtain other attached drawings.
Fig. 1 is an application environment schematic diagram of application exception positioning problems method in one embodiment of the invention;
Fig. 2 is a flow chart of application exception positioning problems method in one embodiment of the invention;
Fig. 3 is another flow chart of application exception positioning problems method in one embodiment of the invention;
Fig. 4 is a functional block diagram of application exception positioning problems device in one embodiment of the invention;
Fig. 5 is a schematic diagram of computer equipment in one embodiment of the invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall within the protection scope of the present invention.
Application exception positioning problems method provided by the present application, can be applicable in the application environment such as Fig. 1, wherein
Client is communicated by network with server.It is existing abnormal that operation occurs in determining the application program being currently running in server
After problem, there is the corresponding abnormal interface of the operation exception problem in acquisition;Then corresponding according to the operation exception problem
Abnormal interface determines the position for occurring operation exception problem in application program.Wherein, client can be, but not limited to various individuals
Computer, laptop, smart phone, tablet computer and portable wearable device.Server can use independent service
The server cluster of device either multiple servers composition is realized.
In one embodiment, it as shown in Fig. 2, providing a kind of application exception positioning problems method, applies in this way
It is illustrated, includes the following steps: for server in Fig. 1
S101 when occurring running existing abnormal problem in determining the application program being currently running, is obtained and the operation is occurred
The corresponding abnormal interface of abnormal problem.
It in embodiments of the present invention, can be by carrying out analyzing and determining whether the application program being currently running goes out to log information
Now it is operating abnormally problem.Detailed process can be with are as follows: obtains the log information of application program in real time first, then passes through preset item
Mesh dictionary is analyzed and processed log information, obtains application program running state information, is finally sentenced according to running state information
Whether disconnected application program is operating abnormally.Wherein, the log information that is stored in preset project dictionary under all situations and
Its corresponding running state information, the present embodiment is by by the log in the log information obtained in real time and preset project dictionary
Information is matched, and corresponding running state information is obtained.For example, in certain log information obtained in real time comprising OnClick,
GetUrl (1-6) and Map content are then matched to obtain corresponding log recording by the content to project dictionary, according to
Running state information corresponding with this log recording in project dictionary, it may be determined that meaning representated by the log information of acquisition
Are as follows: user clicks submitting button, and has parameter transmitting, and the interface of calling is getUrl, the GET request used.
In embodiments of the present invention, for judging whether application program operation exception problem occurs according to running state information
Specific implementation process without limitation, for example, running state information can be set to and preset operating status threshold information
Analysis comparison is carried out, if running state information is greater than operating status threshold information, it is existing abnormal to confirm that operation occurs in application program
Problem, the embodiment of the present invention are not specifically limited.
Occur after running existing abnormal problem in the application program that confirmation is currently running, can specifically be obtained by way of screenshot
The corresponding abnormal interface of the existing operation exception problem is taken out, the abnormal interface of interception is then sent to server, in order to
The backstage manager of server quickly knows the application program problem according to the exception interface, improves application exception
The location efficiency of problem.
S102 determines in application program operation exception problem occur according to the corresponding abnormal interface of the operation exception problem
Position.
It is automatic to intercept operation exception problem after client determines that application program is operating abnormally for the embodiment of the present invention
Corresponding exception interface, is then sent to server for abnormal interface, so that server background staff passes through abnormal interface
The position that application program goes wrong quickly is obtained, to improve the location efficiency of application exception problem.
A kind of application exception positioning problems method provided in an embodiment of the present invention, is determining what client was currently running
When occurring running existing abnormal problem in application program, there is the corresponding abnormal interface of the operation exception problem in acquisition, then will
The abnormal interface of acquisition is sent to server, so that server determines that appearance operation is different in application program according to the exception interface
The position of Chang Wenti.Occur in the log information analysis application program generated when being run with the current application program by crawl different
The position of Chang Wenti is compared, and the present embodiment abnormal position occurs by the abnormal interface analysis application program of interception, can be intuitive
Quickly the concrete condition being abnormal in application program is recognized, to improve the effect of application exception positioning problems
Rate.
The embodiment of another application exception positioning problems method provided by the present application is introduced in detail below, and Fig. 3 is
A kind of flow chart of application exception positioning problems method provided by the embodiments of the present application, technical solution master provided by the present application
Include:
S201 obtains the application program when occurring running existing abnormal problem in determining the application program being currently running
Journal file and be operating abnormally the corresponding abnormal interface of problem.
It include multiple interfaces run, Mei Gejie in the application program in one embodiment provided by the invention
Face is corresponding with unique identification information, and the unique identification information is for the interface in unique identification application program, such as application program
Middle level-one interface is identified using unique identification information 10, and secondary interface is identified using unique identification information 20, three-level
Interface is identified using unique identification information 30, and the embodiment of the present invention is not specifically limited.
In embodiments of the present invention, described after obtaining the corresponding abnormal interface of the existing abnormal problem of the appearance operation
Method further include: obtain the corresponding unique identification information in the abnormal interface;Pass through the corresponding unique identification in the exception interface
Information, the determining normal interface with the abnormal interface;By comparing the abnormal interface and the normal interface, described in mark
Occurs abnormal position in abnormal interface.Correspondingly, described answer according to the corresponding abnormal interface determination of the operation exception problem
It include: to be determined according to the abnormal interface that mark occurs abnormal position using journey with the position for occurring operation exception problem in program
Occurs the position of abnormal problem in sequence.It should be noted that having pre-saved all positive reasons of application program in local server
Runnable interface under condition, and corresponding unique identification information is configured each of to save normal runnable interface, in application program
The same interface, the interface at the interface or misoperation that no matter are up all correspond to the same unique identification information.
The embodiment of the present invention is compared abnormal interface and corresponding normal interface by way of images match,
It determines in exception interface with position different in normal interface, that is, determines in abnormal interface abnormal position occur, then exist
Existing abnormal position is marked out in abnormal interface, and the abnormal interface that abnormal position occurs in mark is sent to server, so that
Server is accurately known according to the interface there is the position of abnormal problem in application program, improve application exception problem
Locating accuracy.
S202 determines in application program occur according to the abnormal interface that the journal file and mark occur abnormal position
The position of operation exception problem.
It should be noted that since journal file that the embodiment of the present invention obtains be log in preset time period or entirely
The log in portion, therefore quickly to analyze the position that operation exception problem occurs in application program according to journal file, the present invention
Embodiment is after the journal file for obtaining the application program, further includes: the fortune occurs in interception from the journal file
The corresponding log information in abnormal interface when capable existing abnormal problem;Correspondingly, described according to the journal file and being labeled with out
The abnormal interface of existing abnormal position determines that the position for occurring operation exception problem in application program includes: to believe according to the log of interception
The abnormal interface that breath and mark occur abnormal position determines the position for occurring operation exception problem in application program.
Specifically, being analyzed and processed by preset project dictionary to log information, application program running state is obtained
Information, and judge whether application program is operating abnormally according to running state information, determining that it is different that operation occurs in application program
Start to intercept log information when often, is then sent to the abnormal interface that the log information of interception and mark occur abnormal position
Server, so that server occurs two, the abnormal interface dimensional information of abnormal position according to the log information and mark of interception
Determine that the position of operation exception problem occurs in application program, so that improving application program determines the accurate of abnormal problem position
Property, and then improve the efficiency of application recovery normal operation.
In one embodiment provided by the invention, it is existing abnormal that the operation occurs in the interception from the journal file
After the corresponding log information in abnormal interface when problem, the method also includes: according to preset disaggregated model to the day of interception
Will information is classified, and the abnormal problem classification results of the log information of the interception are obtained;Correspondingly, described according to the day
The abnormal interface that will file and mark occur abnormal position determines that the position for occurring operation exception problem in application program includes:
It is answered according to the abnormal interface determination that the abnormal problem classification results of the log information of the interception and mark occur abnormal position
With the position for occurring operation exception problem in program.
The embodiment of the present invention is needed before being classified according to log information of the preset disaggregated model to interception
The log information of interception is pre-processed, i.e., removes duplicate log in log information first, it is then that log information is Sino-Japan
Will content is identical, and the different log information of logging time merges, and removes the logging time and one in log information later
It is finally that the content composition characteristic vector in remaining log information is defeated a bit without the symbol of practical significance, such as space, underscore
Enter into preset disaggregated model, obtains the abnormal problem classification results of interception log information.Wherein, preset disaggregated model is basis
What a large amount of log sample data was trained, it is corresponding with anomaly classification label in log sample data, needs to illustrate
It is that log sample data also needs to carry out pretreatment operation, i.e. duplicate log in removal log information will be in log information
Log content is identical, and the different log information of logging time merges, later remove log information in logging time and
The symbol of some no practical significances.
In one embodiment provided by the invention, the abnormal problem of the log information according to the interception, which is classified, to be tied
The abnormal interface that fruit and mark occur abnormal position determines the position for occurring operation exception problem in application program, comprising: obtains
Mark is taken to occur the unique identification information, location information and problem description information at the abnormal interface of abnormal position;It described will cut
The abnormal problem classification results of the log information taken and the unique identification information at the abnormal interface, location information and problem description
Information input obtains the application program and the position of abnormal problem occurs to preset abnormal problem location model.Wherein, problem is retouched
Stating information can be what user passed on the client, and for describing its application program problem encountered, location information is abnormal boundary
Inconsistent position in the corresponding normal interface in face, abnormal problem is the result is that log according to preset disaggregated model to interception
What information was classified.
In embodiments of the present invention, in unique identification information, location information and problem the description letter for getting abnormal interface
After breath, the unique identification information at abnormal interface, location information and problem description information and abnormal problem classification results are formed
Feature vector is input to preset abnormal problem location model, obtains the application program with this and the position of abnormal problem occurs.From
And improve the accuracy that application program shows abnormal problem positioning.
Another kind application exception positioning problems method provided in an embodiment of the present invention, is determining the application being currently running
When occurring running existing abnormal problem in program, the log information to go wrong in interception application program and abnormal interface are obtained, so
Classified afterwards according to log information of the preset disaggregated model to interception, the abnormal problem of the log information intercepted, which is classified, to be tied
Fruit, and mark out and occur abnormal position in abnormal interface, finally according to the abnormal problem classification results of the log information of interception
The abnormal interface for occurring abnormal position with mark determines the position for occurring operation exception problem in application program.To pass through this
The accuracy rate of application program positioning problems can be improved in inventive embodiments.
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process
Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present invention constitutes any limit
It is fixed.
In one embodiment, a kind of application exception positioning problems device is provided, the application exception positioning problems
Application exception positioning problems method corresponds in device and above-described embodiment.As shown in figure 4, the application exception is asked
Inscribing positioning device includes obtaining module 10 and determining module 20.Detailed description are as follows for each functional module:
Module 10 being obtained, when for occurring running existing abnormal problem in determining the application program being currently running, being obtained out
The now corresponding abnormal interface of the operation exception problem;
Determining module 20 is transported for being determined in application program according to the corresponding abnormal interface of the operation exception problem
The position of row abnormal problem.
It further, include multiple interfaces run in the application program, each interface is corresponding with unique identification
Information, described device further include:
The acquisition module 10 is also used to obtain the corresponding unique identification information in the abnormal interface;
The determining module 20 is also used to through the corresponding unique identification information in the abnormal interface, it is determining with it is described different
The normal interface at normal interface;
Labeling module 30, for marking in the abnormal interface by comparing the abnormal interface and the normal interface
There is abnormal position;
The determining module 20 determines in application program specifically for the abnormal interface for occurring abnormal position according to mark
There is the position of abnormal problem.
The acquisition module 10, when being also used to occur running existing abnormal problem in determining the application program being currently running,
Obtain the journal file of the application program;
The determining module 20, specifically for occurring the abnormal interface of abnormal position according to the journal file and mark
Determine occur the position of operation exception problem in application program.
Further, described device further include:
Interception module 40, for the interception appearance abnormal interface run when showing abnormal problem from the journal file
Corresponding log information;
The determining module 20 occurs the abnormal boundary of abnormal position specifically for the log information and mark according to interception
Face determines the position for occurring operation exception problem in application program.
Further, described device further include:
Categorization module 50 obtains the interception for classifying according to log information of the preset disaggregated model to interception
Log information abnormal problem classification results;
The determining module 20, specifically for the abnormal problem classification results and mark according to the log information of the interception
The abnormal interface for occurring abnormal position determines the position for occurring operation exception problem in application program.
The determining module 20, the unique identification specifically for obtaining the abnormal interface that mark occurs abnormal position are believed
Breath, location information and problem description information;By the abnormal problem classification results of the log information of the interception and the abnormal boundary
Unique identification information, location information and the problem description information in face are input to preset abnormal problem location model, obtain described answer
There is the position of abnormal problem with program.
Specific restriction about application exception positioning problems device may refer to above for application exception
The restriction of positioning problems method, details are not described herein.Modules in above-mentioned application exception positioning problems device can be complete
Portion or part are realized by software, hardware and combinations thereof.Above-mentioned each module can be embedded in the form of hardware or independently of calculating
In processor in machine equipment, it can also be stored in a software form in the memory in computer equipment, in order to processor
It calls and executes the corresponding operation of the above modules.
In one embodiment, a kind of computer equipment is provided, which can be server, internal junction
Composition can be as shown in Figure 5.The computer equipment include by system bus connect processor, memory, network interface and
Database.Wherein, the processor of the computer equipment is for providing calculating and control ability.The memory packet of the computer equipment
Include non-volatile memory medium, built-in storage.The non-volatile memory medium is stored with operating system, computer program and data
Library.The built-in storage provides environment for the operation of operating system and computer program in non-volatile memory medium.The calculating
The network interface of machine equipment is used to communicate with external terminal by network connection.When the computer program is executed by processor with
Realize a kind of application exception positioning problems method.
In one embodiment, a kind of computer equipment is provided, including memory, processor and storage are on a memory
And the computer program that can be run on a processor, processor perform the steps of when executing computer program
When occurring running existing abnormal problem in determining the application program being currently running, there is the operation exception and asks in acquisition
Inscribe corresponding abnormal interface;
The position for occurring operation exception problem in application program is determined according to the corresponding abnormal interface of the operation exception problem
It sets.
In one embodiment, a kind of computer readable storage medium is provided, computer program is stored thereon with, is calculated
Machine program performs the steps of when being executed by processor
When occurring running existing abnormal problem in determining the application program being currently running, there is the operation exception and asks in acquisition
Inscribe corresponding abnormal interface;
The position for occurring operation exception problem in application program is determined according to the corresponding abnormal interface of the operation exception problem
It sets.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, the computer program can be stored in a non-volatile computer
In read/write memory medium, the computer program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein,
To any reference of memory, storage, database or other media used in each embodiment provided herein,
Including non-volatile and/or volatile memory.Nonvolatile memory may include read-only memory (ROM), programming ROM
(PROM), electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include
Random access memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms,
Such as static state RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDRSDRAM), enhancing
Type SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM
(RDRAM), direct memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each function
Can unit, module division progress for example, in practical application, can according to need and by above-mentioned function distribution by different
Functional unit, module are completed, i.e., the internal structure of described device is divided into different functional unit or module, more than completing
The all or part of function of description.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations;Although referring to aforementioned reality
Applying example, invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features;And these are modified
Or replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution should all
It is included within protection scope of the present invention.
Claims (10)
1. a kind of application exception positioning problems method, which is characterized in that the described method includes:
When occurring running existing abnormal problem in determining the application program being currently running, there is the operation exception problem pair in acquisition
The abnormal interface answered;
The position for occurring operation exception problem in application program is determined according to the corresponding abnormal interface of the operation exception problem.
2. application exception positioning problems method according to claim 1, which is characterized in that wrapped in the application program
Containing multiple interfaces run, each interface is corresponding with unique identification information, and the acquisition the existing exception of the operation occurs and asks
After inscribing corresponding abnormal interface, the method also includes:
Obtain the corresponding unique identification information in the abnormal interface;
By the corresponding unique identification information in the exception interface, the determining normal interface with the abnormal interface;
By comparing the abnormal interface and the normal interface, marks in the abnormal interface and abnormal position occur;
It is described that the position for occurring operation exception problem in application program is determined according to the corresponding abnormal interface of the operation exception problem
It sets and includes:
The position for occurring abnormal problem in application program is determined according to the abnormal interface that mark occurs abnormal position.
3. application exception positioning problems method according to claim 2, which is characterized in that the method also includes:
When occurring running existing abnormal problem in determining the application program being currently running, the log text of the application program is obtained
Part;
It is determined in application program and is operating abnormally according to the abnormal interface that the journal file and mark occur abnormal position
The position of problem.
4. application exception positioning problems method according to claim 3, which is characterized in that described to obtain the application
After the journal file of program, the method also includes:
There is the corresponding log information in abnormal interface run when showing abnormal problem in interception from the journal file;
The abnormal interface for occurring abnormal position according to the journal file and mark, which determines in application program, to be run
The position of abnormal problem includes:
Determine that appearance operation is different in application program according to the abnormal interface that the log information of interception and mark occur abnormal position
The position of Chang Wenti.
5. application exception positioning problems method according to claim 4, which is characterized in that described from the log text
After there is the corresponding log information in abnormal interface run when showing abnormal problem in interception in part, the method also includes:
Classified according to log information of the preset disaggregated model to interception, obtains the abnormal problem of the log information of the interception
Classification results;
The abnormal interface for occurring abnormal position according to the journal file and mark, which determines in application program, to be run
The position of abnormal problem includes:
The abnormal interface for occurring abnormal position according to the abnormal problem classification results of the log information of the interception and mark is true
Determine the position for occurring operation exception problem in application program.
6. application exception positioning problems method according to claim 5, which is characterized in that described according to the interception
Log information abnormal problem classification results and mark occur the abnormal interface of abnormal position and determine in application program occur
The position of operation exception problem, comprising:
Obtain unique identification information, location information and problem description information that mark occurs the abnormal interface of abnormal position;
By the abnormal problem classification results of the log information of the interception and the unique identification information at the abnormal interface, position letter
Breath and problem description information are input to preset abnormal problem location model, obtain the application program and the position of abnormal problem occur
It sets.
7. a kind of application exception positioning problems device, which is characterized in that described device includes:
Module being obtained, when for occurring running existing abnormal problem in determining the application program being currently running, being obtained described in occurring
The corresponding abnormal interface of operation exception problem;
Determining module is operating abnormally for being determined in application program according to the corresponding abnormal interface of the operation exception problem
The position of problem.
8. application exception positioning problems device according to claim 7, which is characterized in that wrapped in the application program
Containing multiple interfaces run, each interface is corresponding with unique identification information, described device further include:
The acquisition module is also used to obtain the corresponding unique identification information in the abnormal interface;
The determining module is also used to through the corresponding unique identification information in the exception interface, the determining and described abnormal interface
Normal interface;
Labeling module is used to occur in the mark abnormal interface different by comparing the abnormal interface and the normal interface
Normal position;
The determining module, specifically for according to mark occur abnormal position abnormal interface determine in application program occur it is different
The position of Chang Wenti.
9. a kind of computer equipment, including memory, processor and storage are in the memory and can be in the processor
The computer program of upper operation, which is characterized in that the processor realized when executing the computer program as claim 1 to
Any one of 6 application exception positioning problems methods.
10. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists
In realization application exception problem as described in any one of claim 1 to 6 is fixed when the computer program is executed by processor
Position method.
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