CN107038103A - Android program monitoring system and method based on bytecode pitching pile - Google Patents
Android program monitoring system and method based on bytecode pitching pile Download PDFInfo
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- CN107038103A CN107038103A CN201710245581.9A CN201710245581A CN107038103A CN 107038103 A CN107038103 A CN 107038103A CN 201710245581 A CN201710245581 A CN 201710245581A CN 107038103 A CN107038103 A CN 107038103A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3051—Monitoring arrangements for monitoring the configuration of the computing system or of the computing system component, e.g. monitoring the presence of processing resources, peripherals, I/O links, software programs
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3452—Performance evaluation by statistical analysis
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Abstract
The invention provides a kind of Android program monitoring system based on bytecode pitching pile, including：The Android program dex file injection modules analyzed based on bytecode, Android program monitoring dex files are injected into Android application programs；Android program monitoring module, storage Android program monitoring dex files；Log analysis module is monitored, is extracted and analysis Android device monitoring daily record.Simultaneously there is provided a kind of Android program monitoring method based on bytecode pitching pile, by pitching pile mode, in Android application programs injection Android program monitoring dex files, dex file generateds are monitored by Android program and monitor daily record.By analysis monitoring daily record, the monitoring analysis form of multiple dimensions is obtained.Present invention collection monitoring information in the case where not changing program source code.
Description
Technical field
The present invention relates to android system and program analysis field.In particular it relates to which a kind of be based on bytecode pitching pile technology
Android program monitoring system and method.
Background technology
With the increase of android system number of devices, the number of users that Android application programs are covered is increasingly
Greatly, the performance bottleneck of analysis Android application programs, potential problems, it is possible to increase the Consumer's Experience of Android application programs,
The demand that the carry out Android program monitoring of quantification and Android program are analyzed is more and more urgent.Generally carry out operation monitoring
With dynamic analysis, it is necessary to which developer inserts monitor code in the source code of application program, manually or using program to monitoring day
Will is analyzed, and obtains the performance issue of program.
However, being carried out during developer's true operation Android program is monitored, it is necessary in the source code of program
Following operation：
First, in the dependence of project, program monitoring storehouse is added.
Then, in the function point for needing to monitor, insertion monitoring entry code, commonly referred to as " burying a little ".
Secondly, perhaps to register what addition monitoring programme needed, the additional rights that the program of script does not include.
Finally, manual or automated analysis is carried out to monitoring daily record, obtains result.
In addition, it is necessary to change or manually insert monitor code again when program traffic logic increases or changes.
Above-mentioned 5 points can not very easily be realized that monitoring programme and analysis program also lack by Android program monitoring
Reusability.
Currently without the explanation or report for finding technology similar to the present invention, money similar both at home and abroad is also not yet collected into
Material.
The content of the invention
For above shortcomings in the prior art, it is an object of the invention to provide a kind of based on bytecode pitching pile
Android program monitoring system and method, the system and method, by bytecode pitching pile technology, is Android applications from outside
Program addition multiple programs performance, the monitoring module of program correctness so that application developer can be according to monitoring module
Obtained data, improve the performance and robustness of Android application programs.
The present invention is achieved by the following technical solutions.
According to an aspect of the invention, there is provided a kind of Android program monitoring system based on bytecode pitching pile, bag
Include：
- Android program dex file the injection modules analyzed based on bytecode, for being noted into Android application programs
Enter Android program monitoring dex files；
- Android program monitoring module, for depositing Android program monitoring dex files.
Preferably, the monitoring system also includes：
- monitoring log analysis module, dex file generateds are monitored for extracting and analyzing by Android program
Android device monitors daily record.
Preferably, Android program monitoring dex files include it is following any one or appoint multiple monitoring informations：
- Android application crash information；
The non-response message of-Android application programs；
- Android application program low memory information；
- HTTP request and request response contents and response time information；
The total flow statistics of-network request and specific consuming flow API subdivided informations；
- picture loads API short time consumption information；
- CPU usage and heap memory use size information.
According to another aspect of the present invention there is provided a kind of Android program monitoring method based on bytecode pitching pile,
Comprise the following steps：
By way of pitching pile, in the file injection entrance injection Android program monitoring dex of Android application programs
File, and pass through the monitoring daily record of Android program monitoring dex file generated Android devices.
Preferably, following sub-step is specifically included：
- analytical procedure：
Step S1.1:The apk files of Android application programs are unpacked, the program of some Android application programs is generated
Logic dex files；
Step S1.2:Use Android program dex file injection modules, the tray of analyzer logic dex files
Formula, obtaining programmed logic dex files needs to inject the entrance that Android program monitors dex files, i.e. Android application programs
File injection entrance；
Step S1.3:Pitching pile：Using Android program dex file injection modules, Android program is monitored into dex files
It is injected into the file injection entrance of corresponding Android application programs；
Step S1.4:The Android program being injected into is monitored into dex files and programmed logic dex files are repacked, is obtained
The Android application programs crossed to pitching pile；
Step S1.5：The Android application programs that pitching pile is crossed are arranged in Android device, in Android application journeys
During sort run, the Android program of injection monitors the monitoring daily record of the multiple dimensions of dex file generateds, is deposited in journal file form
Storage is in Android device.
Preferably, in the step S1.1, apk file formats are identical with standard zip compressed package forms, by using any
Zip untars are unpacked.
Preferably, in the step S1.5, before generation monitoring daily record, also comprise the following steps：
The Android application programs crossed to pitching pile carry out manual testing or automatic test.
Preferably, the monitoring method also includes following sub-step：
- analytical procedure：
S2.1:Using monitoring log analysis module, the monitoring daily record of some Android devices is taken out；
S2.2:Using monitoring log analysis module, the monitoring daily record taken out is analyzed, monitoring analysis result form is obtained.
Preferably, in the step S2.2, also comprise the following steps：
Android application programs are optimized by monitoring analysis result.
Preferably, the mode of the pitching pile, using any one following method：
Method one, the dex bytecodes that Android program is monitored into dex files are injected into Android application files note
Enter the beginning or ending of the specified function of porch；
Method two, be by the specified function a code revision of calling that Android application files inject porch
It is used for substituting the function b that specified function a calls code in Android program monitoring dex files.
The invention provides a kind of Android program monitoring system and method based on bytecode pitching pile, the system and side
Method is a kind of general Android Application Monitoring schemes, and by using the system and method, exploitation can be greatly reduced
The work expense that personnel monitor to Android program, passes through bytecode pitching pile technology, moreover it is possible to grab by " burying a little " method without
Program feature that method is grasped at, correctness information, carry out deeper program analysis.In addition, present invention also offers prison
Log analysis module is controlled, the potential problems that Android application programs are generated according to monitoring daily record are automated.Present invention offer is provided
The Android program monitoring system and method based on bytecode pitching pile, developer can without change program any source generation
Code, it is seamless that the set Tool integration is entered into testing process, potential problems are obtained according to analysis result.
The present invention can accomplish to be collected into information above in the case where not changing program source code, and be not limited to above letter
Breath.
Brief description of the drawings
By reading the detailed description made with reference to the following drawings to non-limiting example, further feature of the invention,
Objects and advantages will become more apparent upon：
Fig. 1 is the inventive method schematic flow sheet.
Embodiment
Embodiments of the invention are elaborated below：The present embodiment is carried out lower premised on technical solution of the present invention
Implement, give detailed embodiment and specific operating process.It should be pointed out that to one of ordinary skill in the art
For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the guarantor of the present invention
Protect scope.
Embodiment
A kind of Android program monitoring system based on bytecode pitching pile is present embodiments provided, including：
- Android program dex file the injection modules analyzed based on bytecode, for being noted into Android application programs
Enter Android program monitoring dex files；
- Android program monitoring module, for depositing Android program monitoring dex files.
Further, the monitoring system also includes：
- monitoring log analysis module, dex file generateds are monitored for extracting and analyzing by Android program
Android device monitors daily record.
Further, Android program monitoring dex files include it is following any one or appoint multiple monitoring informations：
- Android application crash information；
The non-response message of-Android application programs；
- Android application program low memory information；
- HTTP request and request response contents and response time information；
The total flow statistics of-network request and specific consuming flow API subdivided informations；
- picture loads API short time consumption information；
- CPU usage and heap memory use size information.
Android program monitoring system of the present embodiment based on bytecode pitching pile, its monitoring method comprises the following steps：
By way of pitching pile, in the file injection entrance injection Android program monitoring dex of Android application programs
File, and pass through the monitoring daily record of Android program monitoring dex file generated Android devices.
Further, following sub-step is specifically included：
- analytical procedure：
Step S1.1:The apk files of Android application programs are unpacked, the program of some Android application programs is generated
Logic dex files.
Step S1.2:Use Android program dex file injection modules, the tray of analyzer logic dex files
Formula, obtain programmed logic dex files need inject Android program monitoring dex files entrance (Android application programs
File injects entrance).
Step S1.3:Pitching pile：Using Android program dex file injection modules, Android program is monitored into dex files
It is injected into the file injection entrance of corresponding Android application programs.
Specific method for implanting has two kinds：One is to inject dex bytecodes to the beginning for being injected into some specific function of dex files
Or ending, so just can guarantee that will not destroy the normal configuration of former dex files；Two be that the dex files that modification is injected into are specific
Some function call code for injection dex files some specific function, similar to redirecting technique.
Ensureing the programmed logic dex files of Android application programs can still run after pitching pile, cannot destroy
Its form, therefore implementation of the specific Android program monitoring dex files pile pitching method to the present embodiment is very crucial.
The specific pile pitching method of the present embodiment has two kinds：
One is pitching pile dex bytecodes, and the dex bytecodes that Android program is monitored into dex files, which are injected into, treats pitching pile dex
The beginning or ending of file (Android application files inject porch) some specific function (specified function), so
Guarantee will not destroy the normal configuration of former dex files；
Two be that modification treats that specific some function a's of the dex files of pitching pile calls code, will treat the dex files of pitching pile
(specified function a's) calls code revision to be pitching pile to some function a of (Android application files inject porch)
Some in dex files (Android program monitoring dex files) is used for substituting the function b that original function a calls code, is similar to
Redirecting technique.
In above-mentioned pile pitching method, the determination of some specific function (specified function) for treating pitching pile dex files, generally
In the following way：
A is walked：Treated using decompiling instrument (such as the well-known decompiling instrument in smali, Android field) decompiling
Pitching pile dex files.
B is walked：Using Android program dex file injection modules, Android program monitoring dex file (monitoring is read
Program), Android program monitors to specify in dex files (monitoring programme) specifically (will specify letter by the storehouse of pitching pile and function
Number).
C is walked：Pitching pile dex files are treated from decompiling, matching Android program monitoring dex files (monitoring programme)
That specifies will obtain file injection entrance by the function (specified function) of pitching pile.
Step S1.4:The Android program being injected into is monitored into dex files and programmed logic dex files are repacked, is obtained
The Android application programs crossed to pitching pile.
Step S1.5：The Android application programs that pitching pile is crossed are arranged in Android device, in Android application journeys
During sort run, the Android program of injection monitors the monitoring daily record of the multiple dimensions of dex file generateds, and in journal file form
It is stored in Android device.
By analysis monitoring daily record, the monitoring analysis form of the multiple dimensions of Android program is obtained.
Further, in the step S1.1, apk file formats are identical with standard zip compressed package forms, by using appoint
Meaning zip untars are unpacked.
Further, in the step S1.5, before generation monitoring daily record, also comprise the following steps：
The Android application programs crossed to pitching pile carry out manual testing or automatic test.
Further, the monitoring method also includes following sub-step：
- analytical procedure：
S2.1:Using monitoring log analysis module, the monitoring daily record of some Android devices is taken out；
S2.2:Using monitoring log analysis module, the monitoring daily record taken out is analyzed, monitoring analysis result form is obtained.
Preferably, in the step S2.2, also comprise the following steps：
Android application programs are optimized by monitoring analysis result.
In the present embodiment：
The file format of analyzer logic dex files, decompiling is carried out using smali instruments by dex files.
Android program monitors dex files by calling android system API and writing file, and generation Android is set
Standby monitoring daily record.
The present embodiment is further described below in conjunction with the accompanying drawings.
The Android program monitoring system based on bytecode pitching pile that the present embodiment is provided, provides as follows by each module
Instrument：
There is provided analyzed the Android program dex files injection module analyzed based on bytecode based on bytecode
Android program dex file implantation tools.
Android program monitoring module, for depositing Android program monitoring programme (that is, the Android journeys being injected into
Sequence monitoring dex files).
Monitoring log analysis module, there is provided monitoring log analysis tool.
As shown in figure 1, the Android program monitoring method based on bytecode pitching pile that the present embodiment is provided, main bag
Include two steps, implantation step and analytical procedure.
The specific execution step of wherein implantation step is as follows：
Step S1.1:The apk files of Android application programs are unpacked, the zip of the apk file formats and standard compresses
Bag form is identical, can be unpacked using any zip untars；Generate the programmed logic dex texts of some Android application programs
Part；
Step S1.2:There is the programmed logic code of some Android application programs after unpacking, with the shape of dex file formats
Formula is present, and commonly referred to as " bytecode " (that is, programmed logic dex files), uses Android program dex file implantation tools
(that is, Android program dex files injection module), the file format of analyzer logic dex files obtains needing injection
Android program monitors the entrance of dex files；
Step S1.3:Use Android program dex files implantation tool (that is, Android program dex files injection mould
Block), Android program monitoring dex files are injected into corresponding entrance, this step is referred to as pitching pile；
Step S1.4:By the Android program being injected into monitoring dex files and other solution APMB package (programmed logic dex texts
Part) repack, obtain the Android application programs that pitching pile is crossed；
Step S1.5:The Android application programs that pitching pile is crossed are installed in Android device by user, are carried out artificial
Test or automatic test, the monitoring programme (that is, Android program monitoring dex files) of injection can be by monitoring daily record write-in
Into Android device file.
The specific execution step of analytical procedure is as follows：
Step S2.1:Using monitoring log analysis tool (that is, monitoring log analysis module), by some Android devices
Monitoring daily record take out；
Step S2.2:Using monitoring log analysis tool (that is, monitoring log analysis module), the monitoring day taken out is analyzed
Will, obtains monitoring analysis result form.
Optimization to Android application programs is realized by monitoring analysis result.
The present embodiment realizes that the core of Android program monitoring function is the Android program monitoring programme being injected into
(that is, Android program monitoring dex files), the monitoring function and monitoring information specifically included is all realized in this document, including
Following any one is any multinomial：
The information of Android application crash.
Android application programs do not respond the information of (ANR).
The information of Android application program low memories.
HTTP request and request response contents and response time.
The total flow statistics of network request and the specific API subdivisions for expending flow.
Picture loads API short time consumptions.
CPU usage and heap memory use size.
By the system and method for the present embodiment, it can accomplish to be collected into the above in the case where not changing program source code
Information, and it is not limited to information above.
The specific embodiment of the present invention is described above.It is to be appreciated that the invention is not limited in above-mentioned
Particular implementation, those skilled in the art can make various deformations or amendments within the scope of the claims, this not shadow
Ring the substantive content of the present invention.
Claims (10)
1. a kind of Android program monitoring system based on bytecode pitching pile, it is characterised in that including：
- Android program dex file the injection modules analyzed based on bytecode, for being injected into Android application programs
Android program monitors dex files；
- Android program monitoring module, for depositing Android program monitoring dex files.
2. the Android program monitoring system according to claim 1 based on bytecode pitching pile, it is characterised in that also wrap
Include：
- monitoring log analysis module, sets for extracting and analyzing the Android for monitoring dex file generateds by Android program
Standby monitoring daily record.
3. the Android program monitoring system according to claim 1 or 2 based on bytecode pitching pile, it is characterised in that institute
State Android program monitoring dex files include it is following any one or appoint multiple monitoring informations：
- Android application crash information；
The non-response message of-Android application programs；
- Android application program low memory information；
- HTTP request and request response contents and response time information；
The total flow statistics of-network request and specific consuming flow API subdivided informations；
- picture loads API short time consumption information；
- CPU usage and heap memory use size information.
4. a kind of Android program monitoring method based on bytecode pitching pile, it is characterised in that comprise the following steps：
By way of pitching pile, in the file injection entrance injection Android program monitoring dex files of Android application programs,
And the monitoring daily record of dex file generated Android devices is monitored by Android program.
5. the Android program monitoring method according to claim 4 based on bytecode pitching pile, it is characterised in that specific
Including following sub-step：
- analytical procedure：
Step S1.1:The apk files of Android application programs are unpacked, the programmed logic of some Android application programs is generated
Dex files；
Step S1.2:Using Android program dex file injection modules, the file format of analyzer logic dex files is obtained
Need to inject the file of entrance, i.e. Android application programs that Android program monitors dex files to programmed logic dex files
Inject entrance；
Step S1.3:Pitching pile：Using Android program dex file injection modules, Android program is monitored into dex files and injected
File to corresponding Android application programs injects entrance；
Step S1.4:The Android program being injected into is monitored into dex files and programmed logic dex files are repacked, is inserted
The Android application programs that stake is crossed；
Step S1.5：The Android application programs that pitching pile is crossed are arranged in Android device, in Android application programs fortune
During row, the Android program of injection monitors the monitoring daily record of the multiple dimensions of dex file generateds, is stored in journal file form
In Android device.
6. the Android program monitoring method according to claim 5 based on bytecode pitching pile, it is characterised in that described
In step S1.1, apk file formats are identical with standard zip compressed package forms, solved by using any zip untars
Bag.
7. the Android program monitoring method according to claim 5 based on bytecode pitching pile, it is characterised in that described
In step S1.5, before generation monitoring daily record, also comprise the following steps：
The Android application programs crossed to pitching pile carry out manual testing or automatic test.
8. the Android program monitoring method according to claim 4 based on bytecode pitching pile, it is characterised in that also wrap
Include following sub-step：
- analytical procedure：
S2.1:Using monitoring log analysis module, the monitoring daily record of some Android devices is taken out；
S2.2:Using monitoring log analysis module, the monitoring daily record taken out is analyzed, monitoring analysis result form is obtained.
9. the Android program monitoring method according to claim 8 based on bytecode pitching pile, it is characterised in that described
In step S2.2, also comprise the following steps：
Android application programs are optimized by monitoring analysis result.
10. the Android program monitoring method based on bytecode pitching pile according to any one of claim 4 to 9, it is special
Levy and be, the mode of the pitching pile, using any one following method：
Method one, by Android program monitor dex files dex bytecodes be injected into Android application files inject into
The beginning or ending of specified function at mouthful；
Method two, calls code revision to be Android the specified function a of Android application files injection porch
It is used for substituting the function b that specified function a calls code in program monitoring dex files.
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