CN109783311A - Monitor processing method, device, equipment and the readable storage medium storing program for executing of breakpoint behavior - Google Patents
Monitor processing method, device, equipment and the readable storage medium storing program for executing of breakpoint behavior Download PDFInfo
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- 238000003672 processing method Methods 0.000 title claims abstract description 27
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- 238000004458 analytical method Methods 0.000 claims abstract description 69
- 238000012544 monitoring process Methods 0.000 claims abstract description 49
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- 238000006243 chemical reaction Methods 0.000 claims abstract description 24
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Abstract
The invention discloses a kind of monitor processing methods of breakpoint behavior, comprising: when carrying out breakpoint behavior monitoring to application program, obtains the changing value of user's conversion ratio of application program described in the use of application program system background server record in real time;Monitor whether the changing value is greater than or equal to the first preset threshold;When the changing value is greater than or equal to the first preset threshold, user's breakpoint data is obtained, and breakpoint analysis is carried out to user's breakpoint data, obtain analysis result;If the analysis result is exception, alarming processing and/or version rollback processing are executed.The invention also discloses a kind of device, equipment and readable storage medium storing program for executing.The present invention can be realized software automation monitoring, and effectively improve the timeliness and validity of breakpoint issue handling, reduce the exception response time, and then reduce influence of the breakpoint to business, avoid customer churn.
Description
Technical field
The present invention relates to software supervision technical field more particularly to a kind of monitor processing method of breakpoint behavior, device, set
Standby and readable storage medium storing program for executing.
Background technique
With the continuous development of the network information technology and reaching its maturity for intelligent terminal technology, existing terminal is equipped with
The application software of multiple and different types realizes the functions such as online chatting, viewing video, brings the more working methods of user and life
Living body is tested.
In practical applications, user provides the dynamic mistake that application service is an interaction using application program and server
Journey.Dynamic behaviour analytical technology obtains in fields such as properties of product optimization, program correctness verifying and software security detections simultaneously
Extensive use is arrived.It however in the prior art, is all by post-flight data mostly for the breakpoint behavior generated in dynamic process
Analysis, analytical cycle is longer, and does not provide effective follow-up, guidance program, causes customer churn, and then needs to put into more
More manpower and material resources costs goes to retrieve the user of loss.
Summary of the invention
The main purpose of the present invention is to provide a kind of monitor processing method of breakpoint behavior, device, equipment and readable deposit
Storage media, it is intended to solve how automatically-monitored breakpoint behavior, and improve the timeliness of breakpoint issue handling and the skill of validity
Art problem.
To achieve the above object, the monitor processing method of a kind of breakpoint behavior provided by the invention, the breakpoint behavior
Monitor processing method the following steps are included:
When carrying out breakpoint behavior monitoring to application program, making for application program system background server record is obtained in real time
With the changing value of user's conversion ratio of the application program;
Monitor whether the changing value is greater than or equal to the first preset threshold;
When the changing value is greater than or equal to the first preset threshold, user's breakpoint data are obtained, and disconnected to the user
Point data carries out breakpoint analysis, obtains analysis result;
If the analysis result is exception, alarming processing and/or version rollback processing are executed.
Optionally, described that breakpoint analysis is carried out to user's breakpoint data, obtain analysis result, comprising:
According to current point in time and user's breakpoint data, obtain current point in time current-user data and with work as
The historical use data of preceding time point synchronization;
The current-user data and the historical use data are subjected to diversity ratio pair, obtain difference value;
According to current time and the difference value, determine the analysis result of user's breakpoint data for system exception or
For product design exception.
Optionally, described according to current time and the difference value, determine the analysis result of user's breakpoint data
It for system exception or is product design exception, comprising:
Judge whether the difference value is greater than the second preset threshold, and judges current point in time whether in preset period of time
It is interior;
If the difference value is greater than the second preset threshold, and current point in time is in the preset period of time, then determine described in
The analysis result of user's breakpoint data is system exception;
If the difference value is greater than the second preset threshold, and current point in time then determines institute not in the preset period of time
The analysis result for stating user's breakpoint data is that product design is abnormal;
If the difference value is less than or equal to the second preset threshold, determine that the analysis result of user's breakpoint data is
Product design is abnormal.
Optionally, it after the analysis result for determining user's breakpoint data is the operation of system exception, also wraps
It includes:
It is issued to the application program system background server and reports instruction;
If receiving the application program system background server within a preset time interval is based on described report in instruction
The heartbeat message of report, it is determined that the system exception is false anomaly, and jumps to the real-time acquisition application program system backstage
The step of changing value of user's conversion ratio of application program described in the use of server record;
Instruction is reported based on described if not receiving the application program system background server within a preset time interval
The heartbeat message reported, it is determined that the system exception is true anomaly, and executes the alarming processing.
Optionally, if the analysis result is exception, alarming processing and/or version rollback processing are executed, comprising:
If the analysis result is system exception, outputting alarm information is to alerting interface, and to the application program system
The maintenance personnel of system background server issues emergency alert information, for notifying maintenance personnel to coordinate and maintenance processing;
If the analysis result is that product design is abnormal, the current application version of the application program is rolled back to automatically
Default version to ensure that it is normal that user uses, and issues version to the developer of the application program and notifies extremely, for accusing
Know that developer carries out product optimization processing.
Optionally, user's conversion ratio be by the application program access background server registration number of users with
Ratio between total number of users.
Optionally, before carrying out breakpoint behavior monitoring to the application program, further includes:
Whether judgement currently meets default monitoring condition, wherein the default monitoring condition is included at least to exist and currently be answered
With the operational order of monitoring instruction and/or the starting new version application of version;
If current meet default monitoring condition, executes the correlation that breakpoint behavior monitoring is carried out to application program and grasp
Make.
In addition, to achieve the above object, the present invention also provides a kind of breakpoint monitoring device, the breakpoint monitoring device packet
It includes:
Monitoring module, for obtaining application program system backstage in real time when carrying out breakpoint behavior monitoring to application program
The changing value of user's conversion ratio of application program described in the use of server record;Monitor whether the changing value is greater than or equal to
First preset threshold;
Analysis module, for obtaining user's breakpoint data when the changing value is greater than or equal to the first preset threshold, and
Breakpoint analysis is carried out to user's breakpoint data, obtains analysis result;
Processing module executes alarming processing and/or version rollback processing if being exception for the analysis result.
In addition, to achieve the above object, the present invention also provides a kind of breakpoint monitoring device, the breakpoint monitoring device packet
It includes: memory, processor and being stored in the breakpoint monitoring programme that can be run on the memory and on the processor, it is described
The monitor processing method of the breakpoint behavior as described in any one of above-mentioned is realized when breakpoint monitoring programme is executed by the processor
The step of.
In addition, to achieve the above object, it is described computer-readable the present invention also provides a kind of computer readable storage medium
It is stored with breakpoint monitoring programme on storage medium, is realized when the breakpoint monitoring programme is executed by processor as any one of above-mentioned
The step of monitor processing method of the breakpoint behavior.
The present invention is to obtain in real time when carrying out breakpoint behavior monitoring to application program and monitor application program system first
The changing value of user's conversion ratio using application program of background server record;When changing value is greater than or equal to the first default threshold
When value, user's breakpoint data are obtained, and then breakpoint analysis is carried out to user's breakpoint data, and execute corresponding behaviour based on the analysis results
Make, to realize that software automation monitors, and effectively improves the timeliness and validity of breakpoint issue handling, reduce exception response
Time, and then influence of the breakpoint to business is reduced, avoid customer churn.
Detailed description of the invention
Fig. 1 is the structural schematic diagram for the breakpoint monitoring device running environment that the embodiment of the present invention is related to;
Fig. 2 is the flow diagram of one embodiment of monitor processing method of breakpoint behavior of the present invention;
Fig. 3 is to carry out breakpoint analysis to user's breakpoint data in Fig. 2 step S30, obtains the thin of analysis one embodiment of result
Change flow diagram;
Fig. 4 is the functional block diagram of one embodiment of breakpoint monitoring device of the present invention.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
It should be appreciated that described herein, specific examples are only used to explain the present invention, is not intended to limit the present invention.
Referring to Fig.1, Fig. 1 is the structural schematic diagram for the breakpoint monitoring device running environment that the embodiment of the present invention is related to.
As shown in Figure 1, the breakpoint monitoring device may include: processor 1001, such as CPU, communication bus 1002, user
Interface 1003, network interface 1004, memory 1005.Wherein, communication bus 1002 is for realizing the connection between these components
Communication.User interface 1003 may include display screen (Display), input unit such as keyboard (Keyboard), network interface
1004 may include optionally standard wireline interface and wireless interface (such as WI-FI interface).Memory 1005 can be high speed
RAM memory is also possible to stable memory (non-volatile memory), such as magnetic disk storage.Memory 1005
It optionally can also be the storage device independently of aforementioned processor 1001.
It will be understood by those skilled in the art that the hardware configuration of breakpoint monitoring device shown in Fig. 1 is not constituted to disconnected
The restriction of point monitoring device may include perhaps combining certain components or different portions than illustrating more or fewer components
Part arrangement.
As shown in Figure 1, as may include operating system, net in a kind of memory 1005 of computer readable storage medium
Network communication module, Subscriber Interface Module SIM and computer program.Wherein, operating system be manage and control breakpoint monitoring device and
The program of software resource supports the operation of breakpoint monitoring programme and other softwares and/or program.
In the hardware configuration of breakpoint monitoring device shown in Fig. 1, network interface 1004 is mainly used for accessing network;User
Interface 1003 is mainly used for detecting confirmation Command And Edit instruction etc..And processor 1001 can be used for calling in memory 1005
The breakpoint monitoring programme of storage, and the step of executing each embodiment of monitor processing method of following breakpoint behavior.
Based on above-mentioned breakpoint monitoring device hardware configuration, each reality of the monitor processing method of breakpoint behavior of the present invention is proposed
Apply example.
It is the flow diagram of one embodiment of monitor processing method of breakpoint behavior of the present invention referring to Fig. 2, Fig. 2.
In the present embodiment, the monitor processing method of breakpoint behavior includes:
Step S10 obtains application program system background server when carrying out breakpoint behavior monitoring to application program in real time
The changing value of user's conversion ratio using application program of record;
In the present embodiment, existing application is mounted in terminal for users to use, and is realized by background server
Online chatting/seeing video/such as listens to music at the functions.It is that data double-way exchanges that user, which provides function services with server using program,
One process, for example, program runs to will somewhere stopping for function, so that server should respond service but exception
It interrupts, as soon as or it will appear abnormal interrupt etc., according to this if encountering an illegal or illegal command in the process of running
The data that one characteristic generates are user's breakpoint data.For automatically-monitored software, breakpoint behavior prison is being carried out to application program
When control, the changing value of user's conversion ratio is obtained in real time.Further, user's conversion ratio is to access background service by application program
Ratio between the registration number of users of device and total number of users.Due to the total number of users and registration number of users of access platform
It is real-time dynamic change, thus user's conversion ratio is also real-time dynamic change.Such as total user of access platform upper one second
Quantity is 1000, wherein having 300 is registration user, 700 are visitors, then the user's conversion ratio obtained at this time is 30%,
Total number of users of next second access platform is 1200, wherein 400 are registration users, 800 are visitors, then obtaining at this time
User's conversion ratio be 33.3%, changing value=next second user's conversion ratio-upper one second user's conversion ratio=3.3%, or current
Moment user's conversion ratio-upper one minute user's conversion ratio, is configured with specific reference to actual conditions.
It should be added that monitoring system and application program system are two independent systems, i.e., breakpoint of the present invention
Monitoring device is independent from each other with application program system background server.Breakpoint monitoring device and application program system backstage take
Business device data interaction, to monitor the breakpoint behavior that user uses application program by background server.In addition, application program system
Background server, abbreviation background server or backstage.
Further, before carrying out breakpoint behavior monitoring to application program, i.e., before step S10, further includes: a. sentences
It is disconnected currently whether to meet default monitoring condition, wherein default monitoring condition is including at least there are the monitoring of current application version to refer to
Enable and/or start the operational order of new version application;If b. current meet default monitoring condition, executes and application program is carried out
The relevant operation of breakpoint behavior monitoring.New product is online to be easy to cause user disconnected due to performance is unstable or version design etc.
Point, thus when the operational order that new product or new version are when online, and triggering starting new version is applied.On the other hand, product
During lasting operation, research staff or maintenance personnel etc. may need by analysis dynamic process in breakpoint behavior come into
When one-step optimization product function and content, it can be the operational order of triggering monitoring breakpoint behavior manually, be also possible to pass through end
The operational order of the sendings such as end monitoring breakpoint behavior, and then there are the monitoring of current application version instructions.When current satisfaction is default
When monitoring condition, the breakpoint behavior monitoring to application program can be performed, it should be added that, version iteration release is one
Progressive process is recycled, for example application program releases version V1.0;Version V2.0;Version V3.0.V1.0 has stopped providing clothes
Business prompts customer upgrade to latest edition if user still uses the V1.0 version.V3.0 is online latest edition after optimization,
There may be unstability, can be monitored to it, and most of user uses V2.0, and V3.0 is latest edition online after optimizing
This, is upgraded to V3.0 from V2.0 there are most of user and uses, and still has certain customers to use V2.0.Thus background server can
The breakpoint behavior of multiple and different application versions of the same application program, i.e. version V2.0 and version V3.0 are monitored simultaneously, preferably
Monitor more recent application version V3.0.
Whether step S20, monitoring changing value are greater than or equal to the first preset threshold;
Step S30 obtains user's breakpoint data, and disconnected to user when changing value is greater than or equal to the first preset threshold
Point data carries out breakpoint analysis, obtains analysis result;
In the present embodiment, the first preset threshold can be configured according to the actual situation, for example 10%, 15% differs.Into one
Step ground takes its absolute value that judgement is compared when changing value may be negative.Changing value and the first preset threshold are subjected to size
It compares, if changing value is greater than or equal to the first preset threshold, that is, user's conversion ratio reduces suddenly or increases excessively, illustrates
User's breakpoint situation has occurred, and then needs further to analyze and determine the reason of causing breakpoint behavior.Application exception interrupts
Or background server is not responding to extremely, can all lead to data breakpoint, is user's breakpoint number according to the data that this characteristic generates
According to.Specifically, user's breakpoint data are obtained by background server, to carry out breakpoint analysis to user's breakpoint data, found out
Reason, and then quickly and effectively respond breakpoint abnormal problem.Specific breakpoint analysis process is described in detail in embodiments below.
Step S40 executes alarming processing and/or version rollback processing if analysis result is exception.
In the present embodiment, to user's breakpoint data carry out breakpoint analysis, determine breakpoint behavior be by application program or after
Caused by platform server.If application program causes, illustrate application version existing defects, the loophole (BUG) of the application program, into
And need to be implemented alarming processing and version rollback processing.Version rollback processing is exactly to arrive current application version rollback as its name suggests
Old version or classical edition avoid customer churn to ensure user's normal use.If background server causes, i.e. system
Problem, it may be possible to artificially attacked or the excessive delay machine of background server pressure caused by, and then need to be implemented alarming processing.It needs
To be remarked additionally, system exception cannot respond to service version rollback, thus need emergency notice related personnel into
Row coordinates and maintenance processing, and recovery system is so that it is guaranteed that user being capable of normal use application program as early as possible.
It in the present embodiment, is obtained and is monitored using journey in real time when carrying out breakpoint behavior monitoring to application program first
The changing value of user's conversion ratio using application program of sequence system background server record;When changing value is greater than or equal to first
When preset threshold, user's breakpoint data are obtained, and then breakpoint analysis is carried out to user's breakpoint data, and execute based on the analysis results
Corresponding operating to realize that software automation monitors, and effectively improves the timeliness and validity of breakpoint issue handling, reduces different
The normal response time, and then influence of the breakpoint to business is reduced, avoid customer churn.
It is that breakpoint analysis is carried out to user's breakpoint data in Fig. 2 step S30 referring to Fig. 3, Fig. 3, it is real obtains analysis result one
Apply the refinement flow diagram of example.
Based on the above embodiment, in the present embodiment, step S30 carries out breakpoint analysis to user's breakpoint data, is analyzed
As a result, comprising:
Step S31, according to current point in time and user's breakpoint data, obtain current point in time current-user data and
With the historical use data of current point in time synchronization;
Current-user data and historical use data are carried out diversity ratio pair, obtain difference value by step S32;
In the present embodiment, user's breakpoint data are the data for recording user and being interrupted at some time point using application program,
Temporally user's breakpoint data are divided into current time and history institute having time by line, for example current time is evening 19:15,
Historical time can be evening before that day 19:15 or evening the last week 19:15.Current-user data is exactly the user of current time
Breakpoint data, and historical use data is exactly user's breakpoint data of historical time, by the way that current-user data and history are used
User data carries out diversity ratio pair, and user data caused by avoiding because of period difference is distinguished.Diversity ratio is to as the term suggests be exactly to compare
Compared with the otherness between two groups of data, difference value, such as difference 3%, difference 12%, difference 0.7% etc. are obtained.
Step S33, according to current time and difference value, determine the analysis result of user's breakpoint data for system exception or
For product design exception.Specifically, step S33 includes: 1) to judge whether difference value is greater than the second preset threshold, and judgement is worked as
Whether preceding time point is in preset period of time;2) if difference value is greater than the second preset threshold, and current point in time is in preset period of time,
The analysis result for then determining user's breakpoint data is system exception;3) if difference value is greater than the second preset threshold, and current time
Point then determines the analysis result of user's breakpoint data for product design exception not in preset period of time;If 4) difference value be less than or
Equal to the second preset threshold, then determine the analysis result of user's breakpoint data for product design exception.
In the present embodiment, the second preset threshold can be configured according to actual needs, such as 5%, 11% etc..By difference value
With the second preset threshold carry out size compare, if difference value be less than or equal to the second preset threshold, determine breakpoint behavior the reason of
It is product design exception.Product design may be that research staff's code to be operating abnormally or user does not like there are bug extremely
The function of the version and suspending uses etc. caused by reasons.
In the present embodiment, if difference value is greater than the second preset threshold, there are two kinds of reasons.Specifically, judge current time
Whether in preset period of time, preset period of time includes the special period of active period or festivals or holidays.In practical applications, according to
Product own service demand holds various preferential activities or celebration etc., and user's access number during activity sharply increases herein,
It is easy to make backstage overload, overload operation, and then leads to system abnormity.It should be clear that system exception may be artificially attacked or
The excessive delay machine of background server pressure causes, so that difference value is greater than the second preset threshold.On the other hand, festivals or holidays user is idle
Time is more, will also result in sharply increasing for access number, thus current point in time is in preset period of time, can determine that for system it is different
Often.And current point in time is in preset period of time, difference value is again big, can determine that as product design exception.
Still optionally further, in an alternative embodiment of the invention, determining that the analysis result of user's breakpoint data is system
After abnormal operation, further includes:
Step A is issued to application program system background server and is reported instruction;
In the present embodiment, in practical applications, due to network congestion, so that the user data on access backstage has centainly
When ductility, and cause to analyze result to be system exception, but this it is abnormal it is practical be false anomaly, i.e., backstage can really respond clothes
Business, thus to avoid erroneous judgement from needing to be further analyzed judgement.Background server provides function services, using cluster
Service.Cluster service is that multiple background servers put together and carry out same service together, is appeared in terminal as only having
One background server.Monitoring device issues to application program system background server and reports instruction, that is, allows each backstage
Server response reports the instruction of heartbeat message to operate, to inform the operating status of application program system.
Step B if receiving application program system background server within a preset time interval is based on that instruction is reported to report
Heartbeat message, it is determined that system exception is false anomaly, and jump in real time obtain application program system background server record
Using user's conversion ratio of application program changing value the step of;
In the present embodiment, each background server reports instruction instruction by the heartbeat message of the machine according to what is received in cluster
It is fed back.Heartbeat message preferably includes the machine identity and running state information, and running state information is to show server
The information of self-operating state, including working time, operation duration, CPU usage, current process CPU usage, current process
The contents such as memory usage, disk utilization rate.There are two types of the operating statuses of background server, is different one is normal another kind
Often.Background server under normal operation, is capable of providing the function services of application program, is also able to respond and reports finger
It enables, i.e., heartbeat message is reported to breakpoint monitoring device.And background server is operating abnormally, such as power-off, temperature are excessively high, super negative
The case where lotus etc. causes not operating, and just will appear crash, shutdown, and then cannot respond to.Prefixed time interval can be 1 point
Clock differs for 3 minutes, is configured with specific reference to actual conditions.The heartbeat message reported is received within a preset time interval, is said
The bright background server operates normally, and is not genuine exception, and jump to above-mentioned steps S10 and monitor again, to judge again point
Analysis.
Step C is based on reporting in instruction if not receiving application program system background server within a preset time interval
The heartbeat message of report, it is determined that system exception is true anomaly, and executes alarming processing.
In the present embodiment, heartbeat message is not received within a preset time interval, illustrate that background server is really genuine different
Often, it cannot respond to report instruction, also cannot respond to any request of terminal.That is the system of background server operation is very different
Often, alarming processing is needed to be implemented, such as emergency alert information is issued to the maintenance personnel of background server, to notify maintenance personnel
Coordinate and maintenance is handled.
Based on the above embodiment, in the present embodiment, step S40, if analysis result be it is abnormal, execute alarming processing and/
Or version rollback processing, comprising:
If 1, analysis result is system exception, outputting alarm information is to alerting interface, and to application program system backstage
The maintenance personnel of server issues emergency alert information, for notifying maintenance personnel to coordinate and maintenance processing;
In the present embodiment, if system exception, then the outputting alarm value of information alerts interface notifications system maintenance personnel, simultaneously
Coordinated by the maintenance personnel of the modes emergency notice background server such as mail, short message or phone and maintenance is handled, thus
The timeliness and validity of breakpoint issue handling are effectively improved, the response time is reduced, operation maintenance personnel is enable to carry out at the first time
Maintenance improves, and reduces influence of the breakpoint to business, avoids customer churn.
If 2, analysis result is that product design is abnormal, the current application version of application program is rolled back into default version automatically
This, to ensure that it is normal that user uses, and issues version to the developer of application program and notifies extremely, for informing developer
Carry out product optimization processing.
In the present embodiment, multiple versions, such as version V1.0,2.0,3.0 etc. are updated with a application program iteration.It produces
It may be that research staff writes that application code to be operating abnormally there are bug or user does not like the version that product design is abnormal
Function and suspending uses etc. caused by reasons.Therefore, default version is rolled back to, automatically to guarantee that it is normal that user uses.Lead to simultaneously
It crosses the modes such as mail, short message and informs that developer carries out product optimization processing.Default version can be a upper version, can also be with
For specified classical edition, it is configured with specific reference to actual conditions.For example current version is latest edition 3.0, automatic rollback
To a upper version 2 .0, so that it is guaranteed that user can normal use product and it is unaffected, can effectively improve at breakpoint problem
The timeliness and validity of reason reduce the response time, reduce influence of the breakpoint to business, avoid customer churn.Make to develop simultaneously
Personnel can know at the first time, and application version is optimized and improved, and repair existing bug, improve the use of user
Experience.
You need to add is that system exception, cannot respond to service version rollback, thus need emergency notice related
Personnel coordinate and safeguard, and product design is abnormal, then can be with version rollback, and personnel optimization of postponing awaiting development is leaky
Application version.
It is the functional block diagram of one embodiment of breakpoint monitoring device of the present invention referring to Fig. 4, Fig. 4.
In the present embodiment, breakpoint monitoring device includes:
Monitoring module 10 is used for when carrying out breakpoint behavior monitoring to application program, after obtaining application program system in real time
The changing value of user's conversion ratio of application program described in the use of platform server record;Monitor whether the changing value is greater than or waits
In the first preset threshold;
Analysis module 20, for obtaining user's breakpoint data when the changing value is greater than or equal to the first preset threshold,
And breakpoint analysis is carried out to user's breakpoint data, obtain analysis result;
Processing module 30 executes alarming processing and/or version rollback processing if being exception for the analysis result.
It should be noted that each embodiment of breakpoint monitoring device and the monitor processing method of above-mentioned breakpoint behavior is each
Embodiment is essentially identical, and in this not go into detail.
In addition, being stored on the computer readable storage medium the present invention also provides a kind of computer readable storage medium
There is breakpoint monitoring programme, the breakpoint behavior as described in any one of above-mentioned is realized when the breakpoint monitoring programme is executed by processor
Monitor processing method the step of.
Each reality of computer readable storage medium specific embodiment of the present invention and the monitor processing method of above-mentioned breakpoint behavior
It is essentially identical to apply example, in this not go into detail.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a readable storage medium
In matter (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) method that executes each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form, it is all using equivalent structure or equivalent flow shift made by description of the invention and accompanying drawing content, directly or indirectly
Other related technical areas are used in, all of these belong to the protection of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of monitor processing method of breakpoint behavior, which is characterized in that the monitor processing method of the breakpoint behavior include with
Lower step:
When carrying out breakpoint behavior monitoring to application program, the use institute of application program system background server record is obtained in real time
State the changing value of user's conversion ratio of application program;
Monitor whether the changing value is greater than or equal to the first preset threshold;
When the changing value is greater than or equal to the first preset threshold, user's breakpoint data are obtained, and to user's breakpoint number
According to breakpoint analysis is carried out, analysis result is obtained;
If the analysis result is exception, alarming processing and/or version rollback processing are executed.
2. the monitor processing method of breakpoint behavior as described in claim 1, which is characterized in that described to user's breakpoint number
According to breakpoint analysis is carried out, analysis result is obtained, comprising:
According to current point in time and user's breakpoint data, obtain current point in time current-user data and with it is current when
Between put synchronization historical use data;
The current-user data and the historical use data are subjected to diversity ratio pair, obtain difference value;
According to current time and the difference value, determines the analysis result of user's breakpoint data for system exception or be production
Product design is abnormal.
3. the monitor processing method of breakpoint behavior as claimed in claim 2, which is characterized in that it is described according to current time and
The difference value, determine the analysis result of user's breakpoint data for system exception or be product design exception, comprising:
Judge whether the difference value is greater than the second preset threshold, and judges current point in time whether in preset period of time;
If the difference value is greater than the second preset threshold, and current point in time then determines the user in the preset period of time
The analysis result of breakpoint data is system exception;
If the difference value is greater than the second preset threshold, and current point in time then determines the use not in the preset period of time
The analysis result of family breakpoint data is that product design is abnormal;
If the difference value is less than or equal to the second preset threshold, determine that the analysis result of user's breakpoint data is product
Design is abnormal.
4. the monitor processing method of breakpoint behavior as claimed in claim 3, which is characterized in that determine that the user is disconnected described
After the analysis result of point data is the operation of system exception, further includes:
It is issued to the application program system background server and reports instruction;
Instruction is reported to report based on described if receiving the application program system background server within a preset time interval
Heartbeat message, it is determined that the system exception is false anomaly, and jumps to the real-time acquisition application program system background service
The step of changing value of user's conversion ratio of application program described in the use of device record;
Instruction is reported to report based on described if not receiving the application program system background server within a preset time interval
Heartbeat message, it is determined that the system exception is true anomaly, and executes the alarming processing.
5. the monitor processing method of breakpoint behavior as described in claim 1, which is characterized in that if the analysis result is
It is abnormal, then execute alarming processing and/or version rollback processing, comprising:
If the analysis result is system exception, outputting alarm information is to alerting interface, and to after the application program system
The maintenance personnel of platform server issues emergency alert information, for notifying maintenance personnel to coordinate and maintenance processing;
If the analysis result is that product design is abnormal, the current application version of the application program is rolled back to automatically default
Version to ensure that it is normal that user uses, and issues version to the developer of the application program and notifies extremely, opens for informing
Hair personnel carry out product optimization processing.
6. the monitor processing method of breakpoint behavior as described in claim 1, which is characterized in that
User's conversion ratio is the registration number of users and total number of users that background server is accessed by the application program
Between ratio.
7. such as the monitor processing method of breakpoint behavior of any of claims 1-6, which is characterized in that answered to described
Before carrying out breakpoint behavior monitoring with program, further includes:
Whether judgement currently meets default monitoring condition, wherein the default monitoring condition is including at least there are current application versions
The operational order that this monitoring instruction and/or starting new version is applied;
If current meet default monitoring condition, the relevant operation that breakpoint behavior monitoring is carried out to application program is executed.
8. a kind of breakpoint monitoring device, which is characterized in that the breakpoint monitoring device includes:
Monitoring module, for obtaining application program system background service in real time when carrying out breakpoint behavior monitoring to application program
The changing value of user's conversion ratio of application program described in the use of device record;Monitor whether the changing value is greater than or equal to first
Preset threshold;
Analysis module, for obtaining user's breakpoint data, and to institute when the changing value is greater than or equal to the first preset threshold
It states user's breakpoint data and carries out breakpoint analysis, obtain analysis result;
Processing module executes alarming processing and/or version rollback processing if being exception for the analysis result.
9. a kind of breakpoint monitoring device, which is characterized in that the breakpoint monitoring device includes: memory, processor and is stored in
On the memory and the breakpoint monitoring programme that can run on the processor, the breakpoint monitoring programme is by the processor
The step of monitor processing method of the breakpoint behavior as described in any one of claims 1 to 7 is realized when execution.
10. a kind of computer readable storage medium, which is characterized in that be stored with breakpoint prison on the computer readable storage medium
Program is controlled, the breakpoint behavior as described in any one of claims 1 to 7 is realized when the breakpoint monitoring programme is executed by processor
Monitor processing method the step of.
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