CN109766258A - A kind of performance test methods, device and computer readable storage medium - Google Patents
A kind of performance test methods, device and computer readable storage medium Download PDFInfo
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Abstract
The embodiment of the invention provides a kind of performance test methods, device and computer readable storage medium, method includes: that server receives test triggering command；Testing triggering command includes application program identification to be measured；Server generates application program installation kit to be measured according to application program identification to be measured；Application program installation kit to be measured is sent to test terminal by server；Test terminal installs application installation package to be measured by automatic testing instrument automatically, obtains application program to be measured；Test terminal automatically tests application program to be measured by automatic testing instrument, obtains test result data；It tests terminal and returns to test result data to server.In the performance test methods of the embodiment of the present invention, from generation application program installation kit to be measured, to obtaining the test result data of application program to be measured, all it is automatically performed by server and test terminal, entire test process does not need tester's participation, test process is enormously simplified, testing efficiency is improved.
Description
Technical field
The present invention relates to field of communication technology, more particularly to a kind of performance test methods, device and computer-readable deposit
Storage media.
Background technique
Application program (APP) can provide colourful content and function for mobile terminal user, have in having APP new
Feature card be developed after, it usually needs first pass through test, then formal open use.
In the prior art, when testing APP, it will usually APP be downloaded to test terminal, by the tester of profession
Rule of thumb or general test method, APP is tested in test terminal, and APP is analyzed according to test result data
Performance.
But the mode tested by tester, testing efficiency is low, and test process is extremely complex.
Summary of the invention
In view of the above problems, it proposes the embodiment of the present invention and overcomes the above problem or at least partly in order to provide one kind
A kind of performance test methods, device and the computer readable storage medium to solve the above problems.
According to a first aspect of the embodiments of the present invention, a kind of performance test methods are provided, be applied to include server and
The system for testing terminal, which comprises
The server receives test triggering command；The test triggering command includes application program identification to be measured；
The server generates application program installation kit to be measured according to the application program identification to be measured；
The application program installation kit to be measured is sent to test terminal by the server；
The test terminal installs the application installation package to be measured by automatic testing instrument automatically, obtains to be measured using journey
Sequence；
The test terminal automatically tests the application program to be measured by the automatic testing instrument, is surveyed
Test result data；
The test terminal returns to the test result data to the server.
According to a second aspect of the embodiments of the present invention, another performance test methods are provided, server is applied to, it is described
Method includes:
Receive test triggering command；The test triggering command includes application program identification to be measured；
According to the application program identification to be measured, application program installation kit to be measured is generated；
The application program installation kit to be measured is sent to test terminal；Receive the test result that the test terminal returns
Data.
According to a third aspect of the embodiments of the present invention, another another performance test methods are provided, test terminal is applied to,
The test terminal is provided with automatic testing instrument；The described method includes:
Receive the application installation package to be measured that server is sent；
By the automatic testing instrument application installation package to be measured is installed automatically, obtains application program to be measured；
The application program to be measured is tested automatically by the automatic testing instrument, obtains test result data；
The test result data is returned to the server.
According to a fourth aspect of the embodiments of the present invention, a kind of Performance Test System is provided, the system comprises servers
With test terminal；
Wherein, the server is for receiving test triggering command；The test triggering command includes application program to be measured
Mark；
The server is used to generate application program installation kit to be measured according to the application program identification to be measured；
The server is used to the application program installation kit to be measured being sent to test terminal；
The test terminal is used to install the application installation package to be measured automatically by automatic testing instrument, obtains to be measured answer
Use program；
The test terminal is obtained for being tested automatically the application program to be measured by the automatic testing instrument
To test result data；
The test terminal is for returning to the test result data to the server end.
According to a fifth aspect of the embodiments of the present invention, a kind of performance testing device is provided, server, the dress are applied to
It sets and includes:
Triggering command receiving module is tested, for receiving test triggering command；The test triggering command includes to be measured answers
Use program identification；
Application program installation kit generation module to be measured, for generating application to be measured according to the application program identification to be measured
Program installation kit；
Application program installation kit sending module to be measured, for the application program installation kit to be measured to be sent to test eventually
End；
Test result data receiving module, the test result data returned for receiving the test terminal.
According to a sixth aspect of the embodiments of the present invention, another performance testing device is provided, test terminal is applied to,
The test terminal is provided with automatic testing instrument；Described device includes:
Application installation package receiving module to be tested, for receiving the application installation package to be measured of server transmission；
Application installation package to be tested installs module, for installing the application to be measured automatically by the automatic testing instrument
Installation kit obtains application program to be measured；
Test module is obtained for being tested automatically the application program to be measured by the automatic testing instrument
Test result data；
Test result data return module, for returning to the test result data to the server.
According to a seventh aspect of the embodiments of the present invention, computer readable storage medium is provided, which is characterized in that the meter
Computer program is stored on calculation machine readable storage medium storing program for executing, the computer program is realized any of the above-described described when being executed by processor
Performance test methods.
The embodiment of the present invention includes following advantages:
The embodiment of the present invention is after server is received including the test triggering command of application program identification to be measured, Ke Yigen
According to application program identification to be measured, application program installation kit to be measured is generated, and application program installation kit to be measured is sent to and is provided with
The test terminal of automatic testing instrument, test terminal can install application program installation to be measured automatically according to automatic testing instrument
Packet obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and returns to test knot
Fruit data are to server.In the performance test methods of the embodiment of the present invention, from generating application program installation kit to be measured, to obtain to
The test result data of application program is surveyed, is all automatically performed by server and test terminal, entire test process does not need to test
Personnel participate in, and enormously simplify test process, reduce the difficulty of test of tester, improve testing efficiency.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, the followings are specific embodiments of the present invention.
Detailed description of the invention
By reading the following detailed description of the preferred embodiment, various other advantages and benefits are common for this field
Technical staff will become clear.The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Fig. 1 is a kind of flow chart of performance test methods provided in an embodiment of the present invention；
Fig. 2 is the flow chart of another performance test methods provided in an embodiment of the present invention；
Fig. 3 is the specific flow chart of another performance test methods provided in an embodiment of the present invention；
Fig. 4 is the flow chart of another performance test methods provided in an embodiment of the present invention；
Fig. 5 is a kind of schematic diagram of performance test concrete application provided in an embodiment of the present invention；
Fig. 6 is a kind of configuration diagram of performance test concrete application provided in an embodiment of the present invention；
Fig. 7 is a kind of block diagram of Performance Test System provided in an embodiment of the present invention；
Fig. 8 is a kind of block diagram of performance testing device provided in an embodiment of the present invention；
Fig. 9 is a kind of specific block diagram of performance testing device provided in an embodiment of the present invention；
Figure 10 is the block diagram of another performance testing device provided in an embodiment of the present invention.
Specific embodiment
In order to make the foregoing objectives, features and advantages of the present invention clearer and more comprehensible, with reference to the accompanying drawing and specific real
Applying mode, the present invention is described in further detail.
It should be appreciated that described herein, specific examples are only used to explain the present invention, and only present invention a part is real
Example is applied, instead of all the embodiments, is not intended to limit the present invention.
Referring to Fig.1, a kind of flow chart of performance test methods is shown, this method can be applied to include server and survey
The system for trying terminal, this method can specifically include:
Step 101: the server receives test triggering command；The test triggering command includes application program mark to be measured
Know；
Step 102: the server generates application program installation kit to be measured according to the application program identification to be measured；
Step 103: the application program installation kit to be measured is sent to test terminal by the server；
Step 104: the test terminal installs the application installation package to be measured by automatic testing instrument automatically, obtain to
Survey application program；
Step 105: the test terminal automatically surveys the application program to be measured by the automatic testing instrument
Examination, obtains test result data；
Step 106: the test terminal returns to the test result data to the server.
It, can after server is received including the test triggering command of application program identification to be measured in the embodiment of the present invention
To generate application program installation kit to be measured according to application program identification to be measured, and application program installation kit to be measured is sent to and is set
It is equipped with the test terminal of automatic testing instrument, test terminal can install application program peace to be measured automatically according to automatic testing instrument
Dress packet obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and return to test
Result data is to server.In the performance test methods of the embodiment of the present invention, from generating application program installation kit to be measured, to obtaining
The test result data of application program to be measured is all automatically performed by server and test terminal, and entire test process does not need to survey
Examination personnel participate in, and enormously simplify test process, reduce the difficulty of test of tester, improve testing efficiency.
Referring to Fig. 2, the flow chart of another performance test methods is shown.
It is appreciated that the embodiment of the present invention can be applied to server, which can be WEB (World Wide
Web, WWW) server, it is also possible to the server of other forms, the embodiment of the present invention is not particularly limited this.
In concrete application, server can be tested in the case where nighttime users amount of access is less, to promote test
Efficiency simultaneously reduces load when running server daytime；Server can also be tested at any time, the embodiment of the present invention
The specific implementation opportunity of the test method of the invention to progress is with no restriction.
This method can specifically include following steps:
Step 201: receiving test triggering command；The test triggering command includes application program identification to be measured.
In the embodiment of the present invention, test triggering command, which is used to indicate, to be needed to carry out Application testing；Test triggering command
In include application program identification to be measured, application program identification to be measured can be with one application program to be measured of unique identification, application to be measured
Program identification specifically can be the title of application program to be measured, sequence number etc., and the embodiment of the present invention is to application program identification to be measured
Particular content without limitation.
In concrete application, test triggering command can be issued according to the trigger action of user, for example, user is in user interface
In selected or input and need application program identification to be tested, then server can receive test triggering command；Test triggering
Instruction can also voluntarily be issued by server, for example, being previously stored in the test zone of server in need of test
The application program identification to be measured of application program to be measured can be with if server detects that own load is lower than default load threshold
One of them is selected in pre-stored application program identification to be measured, and issues the survey including application program identification to be measured automatically
Triggering command is tried, alternatively, server issues the test triggering command including application program identification to be measured in preset time automatically.This
Inventive embodiments are not specifically limited the sending mode of test triggering command.
The embodiment of the present invention one kind in the specific implementation, before step 101 can also include: setting test triggering refer to
Enable sending task；It includes temporal information that the test triggering command, which issues task,；It is matched in current time with the temporal information
In the case where, issue test triggering command.
In the embodiment of the present invention, it includes temporal information that test triggering command, which issues task, and test triggering command issues task
Specifically it can be used under current time and the matched situation of the temporal information, automatic issue tests triggering command.Time letter
Breath can be set according to actual demand, for example, it may be server load lower period, such as morning etc., this
Inventive embodiments are not especially limited temporal information.
For example, in Android system (Android), timing can be realized on continuous integrating tool (Jenkins)
Mission script, daily night, 1 point of timing issued test triggering command.
Jenkins is an open source software project, is a kind of continuous integrating tool based on Java exploitation, holds for monitoring
Continue duplicate work, it is desirable to provide an easy-to-use software platform of opening makes the continuous integrating of software become possible.Because of night
At 1, server load is lower, and develops maintenance personnel and whole more fresh codes has usually been uploaded to code storage, because
This, at daily night, 1 point of timing issues test triggering command, realizes automatic test, can test out newest to be measured using journey
The operating condition of sequence can also be found in time if the situation for having operating condition poor, be safeguarded in time.
Step 202: according to the application program identification to be measured, generating application program installation kit to be measured.
It is some to have more multi-functional application program in operation with the development of application program in concrete application, because
Complicated business and frequently interactive situations such as will appear Caton, it usually needs continuous maintenance updates.The exploitation of application program to be measured
Maintenance personnel usually has multiple, and a portion code that each exploitation maintenance personnel can be responsible for the application program to be measured is write
It writes, the code write would generally be placed in the code storage of the application program to be measured, when needing to carry out the application program to be measured
When test, need to generate the newest application program installation kit to be measured of application program to be measured.
In the embodiment of the present invention, according to application program identification to be measured, the application to be measured can be matched in code storage
The code of program identification will summarize with the matched code of application program identification to be measured, and then application program to be measured can be generated
Installation kit.
It is appreciated that those skilled in the art can also according to actual application scenarios, by the way of adaptation according to
Application program identification is surveyed, generates application program installation kit to be measured, the present invention is not especially limit this.
Step 203: the application program installation kit to be measured is sent to test terminal；
In the embodiment of the present invention, test terminal can be mobile terminal, specifically include mobile phone, bracelet, electronic reader etc..
In concrete application, automatic testing instrument can be equipped in advance by testing in terminal, and automatic testing instrument is for passing through
Preset testing process tests the application program in test terminal, for example, automatic testing instrument may be implemented: automatic right
The application program installation kit to be measured installation that test terminal receives；The application program to be measured being installed is slided automatically,
The test operations such as automatically clicking；Grab test result data obtained in test operation.It is appreciated that those skilled in the art
The function that automatic testing instrument specifically needs to realize can be determined, the embodiment of the present invention is to automatic according to actual test scene
Testing tool is not especially limited.
In the embodiment of the present invention, application program installation kit to be measured is sent to test terminal, then testing terminal can be automatic
Default test operation is installed and carried out to application program installation kit to be measured, obtains test result data.
Step 204: receiving the test result data that the test terminal returns.
In the embodiment of the present invention, server can test the test result data that terminal returns with real-time reception, can also be by
According to the reception test result data at preset time period interval, the embodiment of the present invention docks the concrete mode of Acceptance Tests result data not
Make specific limit.
In concrete application, test result data can reflect the fortune of the corresponding application program to be measured of application program identification to be measured
Row state, such as the fluency of application program to be measured etc..It is appreciated that after obtaining test result data, it can be by tester
Member analyzes the test result of application program to be measured according to test result data, can also be by server further to test result
Data analysis, subtest personnel obtain test result, and the present invention is not especially limit this.
In conclusion the embodiment of the present invention receives the test triggering command including application program identification to be measured in server
Afterwards, application program installation kit to be measured can be generated, and application program installation kit to be measured is sent according to application program identification to be measured
To the test terminal for being provided with automatic testing instrument, test terminal can be installed to be measured using journey automatically according to automatic testing instrument
Sequence installation kit obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and return
Test result data is to server.In the performance test methods of the embodiment of the present invention, from application program installation kit to be measured is generated, arrive
The test result data of application program to be measured is obtained, is all automatically performed by server and test terminal, entire test process is not required to
It wants tester to participate in, enormously simplifies test process, reduce the difficulty of test of tester, improve testing efficiency.
Referring to Fig. 3, a kind of specific flow chart of performance test methods is shown, can specifically include following steps:
Step 301: receiving test triggering command；The test triggering command includes application program identification to be measured.
Step 302: the determining and matched object code of application program identification to be measured in code storage.
Step 303: according to Object Code Generator application program installation kit to be measured.
In the embodiment of the present invention, step 302 and step 303 are a kind of specific implementations of step 202.Specifically, generation
Code warehouse can be the region for store code, can be determined according to application program identification to be measured in code storage matched
Object code；Object code can reflect out the newest update iteration of application program to be measured, answer according to Object Code Generator is to be measured
With program installation kit, then the application program installation kit to be measured is newest installation kit.
As a kind of preferred embodiment of the embodiment of the present invention, step 302 may include: that newest generation is inquired in code storage
Code version branch；It is obtained and the matched object code of application program identification to be measured from the newest code release branch.
It, can be in the Jenkins work of Android system by taking application program to be measured is Android APP as an example in concrete application
Newest code release branch master is arranged based on distributed version control tool Git in tool.Wherein, Jenkins is one and opens
Source, offer friendliness interface continuous integrating (CI) tool, is mainly used for lasting, automatic building/test software project.
Git is a distributed version control tool, and when carrying out software development, the developer of team can easily be managed using Git
Item version is managed, the tracking and auxiliary progress monitoring of project are carried out.Under normal circumstances, the code storage deployment of Android App
On the server, and using Git version management is carried out, preferably to continue iteration, update, maintenance code storehouse in team
Library.Wherein, the branch that Git can set recent development version in Current warehouse is known as master branch, in newest code release
It is available to the newest object code with application matches to be measured in branch.In the embodiment of the present invention, by Android
APP code storage is deployed on Jenkins and is integrated, and configures building trigger policy by Git, so that it may lasting building on demand
Code completes the packing of the object code based on newest code release branch master.
Step 304: the application program installation kit to be measured is sent to test terminal.
In the embodiment of the present invention, server can pass through local based on the IP address of test terminal, or test terminal iidentification
Application program installation kit to be measured is sent to test terminal by the modes such as net.
Step 305: receiving the test result data that the test terminal returns.
Step 306: according to the test result data, generating the fluency curve for corresponding to the application program to be measured.
In the embodiment of the present invention, it is preferable that test result data includes: the average time-consuming of rendering of the application program to be measured
With fall frame per second, can be average time-consuming by the rendering of application program to be measured and fall the contents such as frame per second and determine that application program to be measured exists
Fluency in operational process, and then the fluency curve for corresponding to application program to be measured is generated, fluency curve can be whole
The fluency of application program to be measured is shown on body, it will be understood that rendering average time-consuming and falling frame per second is calculated by test terminal
Out, the calculation method being specifically referred in the corresponding embodiment of test terminal, details are not described herein.
Step 307: if including positioning the smoothness lower than the fluency of default fluency threshold value in the fluency curve
Spend corresponding code interval.
Step 308: the code interval is sent to default mailbox by mail.
In the embodiment of the present invention, default fluency threshold value can be set according to actual application scenarios, if to be measured answer
It is lower than default fluency threshold value with the fluency of program, it can be said that there are problems for the operation of bright application program to be measured, it is therefore, fixed
The corresponding code interval of the position too low fluency, and code interval is sent to default mailbox by mail, default mailbox can be
The mailbox of the corresponding developer of code interval is also possible to the mailbox of tester, and then can prompt the code interval
Developer checks and solves the problems, such as in time, achievees the effect that optimize Caton problem, guarantees Flow Experience, thereby may be ensured that stream
Smooth user experience guarantees the retention amount of user to the greatest extent.
As a kind of preferred embodiment of the embodiment of the present invention, in the user interface of server, the smoothness can also be shown
It writes music line, in order to intuitively check test result in the server.
In conclusion the embodiment of the present invention receives the test triggering command including application program identification to be measured in server
Afterwards, application program installation kit to be measured can be generated, and application program installation kit to be measured is sent according to application program identification to be measured
To the test terminal for being provided with automatic testing instrument, test terminal can be installed to be measured using journey automatically according to automatic testing instrument
Sequence installation kit obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and return
Test result data is to server.In the performance test methods of the embodiment of the present invention, from application program installation kit to be measured is generated, arrive
The test result data of application program to be measured is obtained, is all automatically performed by server and test terminal, entire test process is not required to
It wants tester to participate in, enormously simplifies test process, reduce the difficulty of test of tester, improve testing efficiency.
It should be noted that for simple description, therefore, it is stated as a series of action groups for embodiment of the method
It closes, but those skilled in the art should understand that, embodiment of that present invention are not limited by the describe sequence of actions, because according to
According to the embodiment of the present invention, some steps may be performed in other sequences or simultaneously.Secondly, those skilled in the art also should
Know, the embodiments described in the specification are all preferred embodiments, and the related movement not necessarily present invention is implemented
Necessary to example.
Referring to Fig. 4, the flow chart of another performance test methods is shown.
It is appreciated that the embodiment of the present invention can be applied to test terminal, test terminal can be mobile terminal, specific to wrap
Include mobile phone, bracelet, electronic reader etc..
In the embodiment of the present invention, automatic testing instrument is provided in the test terminal.In concrete application, work is tested automatically
Tool is for testing the application program tested in terminal by preset testing process, for example, automatic testing instrument can be with
Realize: the application program installation kit to be measured received automatically to test terminal is installed；To the application program to be measured being installed into
The test operations such as row automatic sliding, automatically clicking；Grab test result data obtained in test operation.It is appreciated that ability
Field technique personnel can also determine the function that automatic testing instrument specifically needs to realize according to actual test scene, the present invention
Embodiment is not especially limited automatic testing instrument.
This method can specifically include following steps:
Step 401: receiving application installation package to be measured.
In the embodiment of the present invention, server can be connect with test terminal by realizations such as local area networks, in test terminal
The highest access authority to server can be set, so that server can test terminal with random access, when server is to test
Terminal issues application installation package to be measured, test terminal can with received by itself the application installation package to be measured.
Step 402: the application installation package to be measured being installed by the automatic testing instrument automatically, is obtained to be measured using journey
Sequence.
In the embodiment of the present invention, automatic testing instrument can install application installation package to be measured automatically, then test in terminal and obtain
To application program to be measured.
Step 403: the application program to be measured being tested automatically by the automatic testing instrument, obtains test knot
Fruit data.
It, can be according to test side preset in automatic testing instrument by automatic testing instrument in the embodiment of the present invention
Case automatically tests application program to be measured.
As a kind of preferred embodiment of the embodiment of the present invention, step 403 may include:
Sub-step A1: default survey is issued to the application program to be measured according to default process by the automatic testing instrument
Examination instruction；
In the embodiment of the present invention, default process can be exemplary according to actual application setting to be measured, if to be measured answer
It is video application with program, then can sets default process are as follows: first clicks on one of view in application program to be measured
Frequently, then horizontal progress bar is slid left and right, or upper limit sliding etc. is carried out to vertical progress bar；Default test instruction can also root
It is set according to actual application scenarios, exemplary, corresponding to above-mentioned application program to be measured is video application, presets test instruction
Can for click commands, slide up and down instruction, horizontally slip instruct etc..
It is appreciated that those skilled in the art can also set the default process adapted to and pre- according to actual application scenarios
If test instruction, the present invention is not especially limit this.
Sub-step A2: the test result number that the application response to be measured generates when the default test instruction is obtained
According to.
In the embodiment of the present invention, application program to be measured after receiving default test instruction, can respond the test instruct into
Correcting errors etc. for row interface transformation etc., the speed of response and response all can serve as test result data.
In a kind of preferred embodiment of the embodiment of the present invention, the application response to be measured is obtained in the default test
The test result data generated when instruction, comprising:
Multiple frames rendering that the application response to be measured is acquired in the default test instruction is time-consuming；According to described more
A frame rendering is time-consuming to calculate the average time-consuming of rendering；According to the multiple frame rendering time-consuming and default render time threshold value, calculating is fallen
Frame per second；Using the rendering it is average time-consuming and it is described fall frame per second as test result data.
In the embodiment of the present invention, test result data is set as rendering average time-consuming and falls frame per second；Rendering it is average time-consuming and
Falling frame per second can be calculated by application response to be measured in multiple frames rendering time-consuming of default test instruction, therefore, first
Acquisition survey application response renders time-consuming in multiple frames of default test instruction, and multiple frames are then rendered time-consuming be averaging
The average time-consuming of rendering is calculated in value；According to the time-consuming relativity with default render time threshold value of multiple frames rendering, calculating is fallen
Frame per second.
Specifically, it is described according to the multiple frame rendering time-consuming and default render time threshold value, determine frame per second, comprising:
Calculate the time-consuming number of the frame rendering of frame, the ratio of time-consuming sum, obtains with the rendering of the multiple frame
It is described fall frame per second；Wherein, it is described fall frame the time-consuming number of frame rendering are as follows: in the multiple frame rendering time-consuming, frame rendering
Time-consuming is greater than the number of the default render time threshold value.
In a specific embodiment, automatic testing instrument can be pre- a in Android test terminal
Android APP.The APP is based on Android automated test tool (Android Uiautomator) frame, and built-in setting is several
Specific interface (UI) operating process (such as the page slides up and down, and horizontally slips) utilizes adb shell in UI operating process
Dumpsys gfxinfo order obtains and calculates test result data.
Wherein, Uiautomator is that Google releases, and for the tool of UI automatic test, passes through application program to be measured
The attributes such as the content of text of middle control element find corresponding control, then execute click, sliding to control automatically by code
Deng operation.The test method of this automation UI operation, has been evaded the uncertain of manual operation, has been grasped using code strict control UI
The tightness for making each step guarantees that the process that APP is operated in each test process is completely the same.Executable file dumpsys is
Frame information is obtained order (gfxinfo) and passes to the exportable packet of dumpsys by a Android tool operated in equipment
The animation and the relevant performance information of frame occurred containing each stage.In one kind in the specific implementation, in Android phone " setting "
" developer's option " in click " GPU (Graphics Processing Unit, graphics processor) present in pattern analysis ", choosing
It selects in crawl frame data order " in adb shell dumpsys gfxinfo " option, then during APP interface operation,
It executes crawl current interface frame data order adb shell dumpsys gfxinfo<PACKAGE_NAME>and can collect and work as
The time-consuming data of front interface frame rendering.It in the data of output journal, contains Draw (drafting), Process (processing),
Execute (execution) the corresponding processing time, unit is ms, the summation of this three each processing time exactly renders every frame
Handle the time.When executing the primary order, the rendering of available multiple frames is time-consuming, takes adduction average value flat as page rendering
It is time-consuming, if as soon as the time-consuming of frame is more than preset time, it is defined as that frame has occurred, it is assumed that 100 frames are shared, wherein there is 20 frames
Time-consuming be more than preset time, so that it may calculate fall frame per second be 20/100=20%.It can will fall frame per second and the average time-consuming of rendering
Server is returned to as test result data.
Step 404: returning to the test result data to server.
In the embodiment of the present invention, after test result data is returned to server, server can be further according to test
Result data analyzes the performance of application program to be measured, is improved thus further to application program to be measured.
The embodiment of the present invention is after server is received including the test triggering command of application program identification to be measured, Ke Yigen
According to application program identification to be measured, application program installation kit to be measured is generated, and application program installation kit to be measured is sent to and is provided with
The test terminal of automatic testing instrument, test terminal can install application program installation to be measured automatically according to automatic testing instrument
Packet obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and returns to test knot
Fruit data are to server.In the performance test methods of the embodiment of the present invention, from generating application program installation kit to be measured, to obtain to
The test result data of application program is surveyed, is all automatically performed by server and test terminal, entire test process does not need to test
Personnel participate in, and enormously simplify test process, reduce the difficulty of test of tester, improve testing efficiency.
Further, Fig. 5 is a kind of application schematic diagram of performance test methods provided in an embodiment of the present invention, such as Fig. 5 institute
Show, in android system, in server, timed task is set based on Jenkins framework, clocked flip executes Jenkins stream
Waterline task realizes the automatic of object code based on the warehouse APP Git Android in Jenkins line task (one)
It is packaged, in Jenkins line task (two), automatically generates application program installation kit, and by IP connection by application program
Installation kit issues test terminal, tests in terminal, is preinstalled with the automated performance testing tool of exploitation, can install application automatically
Program installation kit, in the Jenkins line task (three) of server, triggering test terminal is tested automatically, in test
Shield tests the process degree of the application program of installation automatically, and fluency data are sent to server, and server is according to process degree
Data can show fluency variation by various dimensions in webpage, can position low performance code interval by fluency curve, with
The problems such as solving Caton in time, can also guard against in server automatic trigger performance, send out mail alarm automatically to default mailbox, mention
Show and solves the problems, such as early as possible.
Further, referring to Fig. 6, illustrate the overall architecture of the embodiment of the present invention: with the editing environment in android system
Based on, such as: automation building Open-Source Tools Gradle translation and compiling environment, JenKins integration tool, Vue (Virtual
University Enterprises, virtual series of products) front-end technology+database server mysgl, pass through core component
Operation, core component for example: automated performance testing tool APP, performance data show management platform, timing execution pipeline appoint
Business script, the warehouse Git, line task (one): it is packaged, line task (two): dress packet, line task (three): automation
It tests, it is final to generate result output, it as a result may is that the variation of Android APP fluency is shown, low performance alarm mail is determined
Position low performance problem.
In conclusion the embodiment of the present invention receives the test triggering command including application program identification to be measured in server
Afterwards, application program installation kit to be measured can be generated, and application program installation kit to be measured is sent according to application program identification to be measured
To the test terminal for being provided with automatic testing instrument, test terminal can be installed to be measured using journey automatically according to automatic testing instrument
Sequence installation kit obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and return
Test result data is to server.In the performance test methods of the embodiment of the present invention, from application program installation kit to be measured is generated, arrive
The test result data of application program to be measured is obtained, is all automatically performed by server and test terminal, entire test process is not required to
It wants tester to participate in, enormously simplifies test process, reduce the difficulty of test of tester, improve testing efficiency.
Referring to Fig. 7, a kind of block diagram of Performance Test System 70 is shown, the system comprises server 710 and test are whole
End 720；
Wherein, the server is for receiving test triggering command；The test triggering command includes application program to be measured
Mark；
The server is used to generate application program installation kit to be measured according to the application program identification to be measured；
The server is used to the application program installation kit to be measured being sent to test terminal；
The test terminal is used to install the application installation package to be measured automatically by automatic testing instrument, obtains to be measured answer
Use program；
The test terminal is obtained for being tested automatically the application program to be measured by the automatic testing instrument
To test result data；
The test terminal is for returning to the test result data to the server.
In conclusion the embodiment of the present invention receives the test triggering command including application program identification to be measured in server
Afterwards, application program installation kit to be measured can be generated, and application program installation kit to be measured is sent according to application program identification to be measured
To the test terminal for being provided with automatic testing instrument, test terminal can be installed to be measured using journey automatically according to automatic testing instrument
Sequence installation kit obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and return
Test result data is to server.In the performance test methods of the embodiment of the present invention, from application program installation kit to be measured is generated, arrive
The test result data of application program to be measured is obtained, is all automatically performed by server and test terminal, entire test process is not required to
It wants tester to participate in, enormously simplifies test process, reduce the difficulty of test of tester, improve testing efficiency.
Referring to Fig. 8, a kind of block diagram of performance testing device of the embodiment of the present invention is shown, is applied to server, the dress
Setting can specifically include:
Triggering command receiving module 810 is tested, for receiving test triggering command；The test triggering command includes to be measured
Application program identification；
Application program installation kit generation module 820 to be measured, for generating to be measured answer according to the application program identification to be measured
With program installation kit；
Application program installation kit sending module 830 to be measured, for the application program installation kit to be measured to be sent to test
Terminal；
Test result data receiving module 840, the test result data returned for receiving the test terminal.
Preferably, referring to Fig. 9, on the basis of Fig. 8,
The application program installation kit generation module 820 to be measured includes:
Object code determines submodule 8201, matches for determining in code storage with the application program identification to be measured
Object code；
Application program installation kit to be measured generates submodule 8202, for according to Object Code Generator application program to be measured
Installation kit.
The object code determines that submodule 8201 includes:
Newest code release branch query unit, for inquiring newest code release branch in code storage；
Object code determination unit, for being obtained and the application program mark to be measured from the newest code release branch
Know matched object code.
Preferably, described device further include:
Fluency curve generation module 850, for generating and corresponding to the application to be measured according to the test result data
The fluency curve of program；
Code interval locating module 860, if for including lower than the stream of default fluency threshold value in the fluency curve
Smooth degree, positions the corresponding code interval of the fluency；
Mail sending module 870, for sending the code interval to default mailbox by mail.
Preferably, the test result data includes: the average time-consuming of rendering of the application program to be measured and falls frame per second.
In conclusion the embodiment of the present invention receives the test triggering command including application program identification to be measured in server
Afterwards, application program installation kit to be measured can be generated, and application program installation kit to be measured is sent according to application program identification to be measured
To the test terminal for being provided with automatic testing instrument, test terminal can be installed to be measured using journey automatically according to automatic testing instrument
Sequence installation kit obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and return
Test result data is to server.In the performance test methods of the embodiment of the present invention, from application program installation kit to be measured is generated, arrive
The test result data of application program to be measured is obtained, is all automatically performed by server and test terminal, entire test process is not required to
It wants tester to participate in, enormously simplifies test process, reduce the difficulty of test of tester, improve testing efficiency.
Referring to Fig.1 0, a kind of block diagram of performance testing device of the embodiment of the present invention is shown, test terminal, institute are applied to
It states test terminal and is provided with automatic testing instrument；Described device includes:
Application installation package receiving module 910 to be tested, for receiving the application installation package to be measured of server transmission；
Application installation package to be tested installs module 920, described to be measured for being installed automatically by the automatic testing instrument
Application installation package obtains application program to be measured；
Test module 930 is obtained for being tested automatically the application program to be measured by the automatic testing instrument
To test result data；
Test result data return module 940, for returning to the test result data to the server.
Preferably, the test module includes:
Default test instruction issues submodule, for by the automatic testing instrument according to default process to described to be measured
Application program issues default test instruction；
Test result data acquisition submodule is instructed for obtaining the application response to be measured in the default test
When the test result data that generates.
Preferably, the default test instruction comprises at least one of the following: sliding up and down instruction, the instruction that horizontally slips, point
Hit instruction.
Preferably, the test result data acquisition submodule includes:
Acquisition unit, for acquiring the application response to be measured in multiple frames rendering consumption of the default test instruction
When；
The average time-consuming computing unit of rendering renders average time-consuming for rendering time-consuming calculate according to the multiple frame；
Fall frame per second computing unit, for time-consuming according to the rendering of the multiple frame and frame to be fallen in default render time threshold value, calculating
Rate；
Test result data acquiring unit, for using the rendering it is average time-consuming and it is described fall frame per second as test result number
According to.
Preferably, it is described fall frame per second computing unit include:
Fall frame per second computation subunit, for calculating the number for falling the frame rendering time-consuming of frame, is rendered with the multiple frame
The ratio of time-consuming sum, obtain it is described fall frame per second；Wherein, it is described fall frame the time-consuming number of frame rendering are as follows: it is described more
In a frame rendering time-consuming, the time-consuming number for being greater than the default render time threshold value of frame rendering.
In conclusion the embodiment of the present invention receives the test triggering command including application program identification to be measured in server
Afterwards, application program installation kit to be measured can be generated, and application program installation kit to be measured is sent according to application program identification to be measured
To the test terminal for being provided with automatic testing instrument, test terminal can be installed to be measured using journey automatically according to automatic testing instrument
Sequence installation kit obtains application program to be measured, and is tested automatically by automatic testing instrument application program to be measured, and return
Test result data is to server.In the performance test methods of the embodiment of the present invention, from application program installation kit to be measured is generated, arrive
The test result data of application program to be measured is obtained, is all automatically performed by server and test terminal, entire test process is not required to
It wants tester to participate in, enormously simplifies test process, reduce the difficulty of test of tester, improve testing efficiency.
For device embodiment, since it is basically similar to the method embodiment, related so being described relatively simple
Place illustrates referring to the part of embodiment of the method.
All the embodiments in this specification are described in a progressive manner, the highlights of each of the examples are with
The difference of other embodiments, the same or similar parts between the embodiments can be referred to each other.
It should be understood by those skilled in the art that, the embodiment of the embodiment of the present invention can provide as method, apparatus or calculate
Machine program product.Therefore, the embodiment of the present invention can be used complete hardware embodiment, complete software embodiment or combine software and
The form of the embodiment of hardware aspect.Moreover, the embodiment of the present invention can be used one or more wherein include computer can
With in the computer-usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) of program code
The form of the computer program product of implementation.
In a typical configuration, the computer equipment includes one or more processors (CPU), input/output
Interface, network interface and memory.Memory may include the non-volatile memory in computer-readable medium, random access memory
The forms such as device (RAM) and/or Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is to calculate
The example of machine readable medium.Computer-readable medium includes that permanent and non-permanent, removable and non-removable media can be with
Realize that information is stored by any method or technique.Information can be computer readable instructions, data structure, the module of program or
Other data.The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory
(SRAM), dynamic random access memory (DRAM), other kinds of random access memory (RAM), read-only memory
(ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory techniques, CD-ROM are read-only
Memory (CD-ROM), digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage or
Other magnetic storage devices or any other non-transmission medium, can be used for storage can be accessed by a computing device information.According to
Herein defines, and computer-readable medium does not include non-persistent computer readable media (transitory media), such as
The data-signal and carrier wave of modulation.
The embodiment of the present invention be referring to according to the method for the embodiment of the present invention, terminal device (system) and computer program
The flowchart and/or the block diagram of product describes.It should be understood that flowchart and/or the block diagram can be realized by computer program instructions
In each flow and/or block and flowchart and/or the block diagram in process and/or box combination.It can provide these
Computer program instructions are to general purpose computer, special purpose computer, Embedded Processor or other programmable test terminal devices
Processor is to generate a machine, so that the instruction executed by the processor of computer or other programmable test terminal devices
It generates for realizing the function specified in one or more flows of the flowchart and/or one or more blocks of the block diagram
The device of energy.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable test terminal devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions can also be loaded on computer or other programmable test terminal devices, so that counting
Series of operation steps are executed on calculation machine or other programmable terminal equipments to generate computer implemented processing, thus calculating
The instruction that is executed on machine or other programmable terminal equipments provide for realizing in one or more flows of the flowchart and/or
The step of function of being specified in one or more blocks of the block diagram.
Although the preferred embodiment of the embodiment of the present invention has been described, once a person skilled in the art knows bases
This creative concept, then additional changes and modifications can be made to these embodiments.So the following claims are intended to be interpreted as
Including preferred embodiment and fall into all change and modification of range of embodiment of the invention.
Finally, it is to be noted that, herein, relational terms such as first and second and the like be used merely to by
One entity or operation are distinguished with another entity or operation, without necessarily requiring or implying these entities or operation
Between there are any actual relationship or orders.Moreover, the terms "include", "comprise" or its any other variant meaning
Covering non-exclusive inclusion, so that process, method, article or terminal device including a series of elements not only wrap
Those elements are included, but also including other elements that are not explicitly listed, or further includes for this process, method, article
Or the element that terminal device is intrinsic.In the absence of more restrictions, being wanted by what sentence "including a ..." limited
Element, it is not excluded that there is also other identical elements in process, method, article or the terminal device for including the element.
Above to performance test methods provided by the present invention and performance testing device and computer readable storage medium, into
It has gone and has been discussed in detail, used herein a specific example illustrates the principle and implementation of the invention, the above implementation
The explanation of example is merely used to help understand method and its core concept of the invention；Meanwhile for the general technology people of this field
Member, according to the thought of the present invention, there will be changes in the specific implementation manner and application range, in conclusion this explanation
Book content should not be construed as limiting the invention.
Claims (22)
1. a kind of performance test methods, which is characterized in that applied to the system for including server and testing terminal, the method packet
It includes:
The server receives test triggering command；The test triggering command includes application program identification to be measured；
The server generates application program installation kit to be measured according to the application program identification to be measured；
The application program installation kit to be measured is sent to test terminal by the server；
The test terminal installs the application installation package to be measured by automatic testing instrument automatically, obtains application program to be measured；
The test terminal automatically tests the application program to be measured by the automatic testing instrument, obtains test knot
Fruit data；
The test terminal returns to the test result data to the server.
2. a kind of performance test methods, which is characterized in that be applied to server, which comprises
Receive test triggering command；The test triggering command includes application program identification to be measured；
According to the application program identification to be measured, application program installation kit to be measured is generated；
The application program installation kit to be measured is sent to test terminal；
Receive the test result data that the test terminal returns.
3. according to the method described in claim 2, it is characterized in that, described according to the application program identification to be measured, generate to
Survey application program installation kit, comprising:
The determining and matched object code of application program identification to be measured in code storage；
According to Object Code Generator application program installation kit to be measured.
4. according to the method described in claim 3, it is characterized in that, described determining and described to be measured using journey in code storage
Sequence identifies matched object code, comprising:
Newest code release branch is inquired in code storage；
It is obtained and the matched object code of application program identification to be measured from the newest code release branch.
5. according to the method described in claim 2, it is characterized in that, the test result number for receiving the test terminal and returning
According to later, further includes:
According to the test result data, the fluency curve for corresponding to the application program to be measured is generated；
If including positioning the corresponding code of the fluency lower than the fluency of default fluency threshold value in the fluency curve
Section；
The code interval is sent to default mailbox by mail.
6. the method according to any one of claim 2 to 5, which is characterized in that the test result data includes: described
The rendering of application program to be measured is average time-consuming and falls frame per second.
7. a kind of performance test methods, which is characterized in that be applied to test terminal, the test terminal is provided with automatic test work
Tool；The described method includes:
Receive the application installation package to be measured that server is sent；
By the automatic testing instrument application installation package to be measured is installed automatically, obtains application program to be measured；
The application program to be measured is tested automatically by the automatic testing instrument, obtains test result data；
The test result data is returned to the server.
8. the method according to the description of claim 7 is characterized in that it is described by the automatic testing instrument automatically to it is described to
It surveys application program to be tested, obtains test result data, comprising:
Default test instruction is issued to the application program to be measured according to default process by the automatic testing instrument；
Obtain the test result data that the application response to be measured generates when the default test instruction.
9. according to the method described in claim 8, it is characterized in that, the default test instruction comprises at least one of the following: on
Lower slider instruction, the instruction that horizontally slips, click commands.
10. according to the method described in claim 8, it is characterized in that, described obtain the application response to be measured in described
The test result data generated when default test instruction, comprising:
Multiple frames rendering that the application response to be measured is acquired in the default test instruction is time-consuming；
Time-consuming calculate, which is rendered, according to the multiple frame renders average time-consuming；
According to the multiple frame rendering time-consuming and default render time threshold value, calculate frame per second；
Using the rendering it is average time-consuming and it is described fall frame per second as test result data.
11. according to the method described in claim 10, it is characterized in that, described according to the multiple frame rendering time-consuming and default wash with watercolours
Time threshold is contaminated, determines frame per second, comprising:
Calculate the time-consuming number of the frame rendering of frame, the ratio of time-consuming sum with the rendering of the multiple frame obtains described
Fall frame per second；Wherein, it is described fall frame the time-consuming number of frame rendering are as follows: in the multiple frame rendering time-consuming, frame rendering is time-consuming
Greater than the number of the default render time threshold value.
12. a kind of Performance Test System, which is characterized in that the system comprises servers and test terminal；
Wherein, the server is for receiving test triggering command；The test triggering command includes application program identification to be measured；
The server is used to generate application program installation kit to be measured according to the application program identification to be measured；
The server is used to the application program installation kit to be measured being sent to test terminal；
The test terminal is used to install the application installation package to be measured automatically by automatic testing instrument, obtains to be measured using journey
Sequence；
The test terminal is surveyed for being tested automatically the application program to be measured by the automatic testing instrument
Test result data；
The test terminal is for returning to the test result data to the server.
13. a kind of performance testing device, which is characterized in that be applied to server, described device includes:
Triggering command receiving module is tested, for receiving test triggering command；The test triggering command includes to be measured using journey
Sequence mark；
Application program installation kit generation module to be measured, for generating application program to be measured according to the application program identification to be measured
Installation kit；
Application program installation kit sending module to be measured, for the application program installation kit to be measured to be sent to test terminal；
Test result data receiving module, the test result data returned for receiving the test terminal.
14. device according to claim 13, which is characterized in that the application program installation kit generation module packet to be measured
It includes:
Object code determines submodule, for the determining and application program identification matched target generation to be measured in code storage
Code；
Application program installation kit to be measured generates submodule, for according to Object Code Generator application program installation kit to be measured.
15. device according to claim 14, which is characterized in that the object code determines that submodule includes:
Newest code release branch query unit, for inquiring newest code release branch in code storage；
Object code determination unit, for being obtained and the application program identification to be measured from the newest code release branch
The object code matched.
16. device according to claim 13, which is characterized in that further include:
Fluency curve generation module, for generating and corresponding to the application program to be measured according to the test result data
Fluency curve；
Code interval locating module, if for including determining in the fluency curve lower than the fluency of default fluency threshold value
The corresponding code interval of the position fluency；
Mail sending module, for sending the code interval to default mailbox by mail.
17. device described in any one of 3 to 16 according to claim 1, which is characterized in that the test result data includes:
The rendering of the application program to be measured is average time-consuming and falls frame per second.
18. a kind of performance testing device, which is characterized in that be applied to test terminal, the test terminal is provided with automatic test
Tool；Described device includes:
Application installation package receiving module to be tested, for receiving the application installation package to be measured of server transmission；
Application installation package to be tested installs module, installs for installing the application to be measured automatically by the automatic testing instrument
Packet, obtains application program to be measured；
Test module is tested for being tested automatically the application program to be measured by the automatic testing instrument
Result data；
Test result data return module, for returning to the test result data to the server.
19. device according to claim 18, which is characterized in that the test module includes:
Default test instruction issues submodule, for by the automatic testing instrument according to default process to the application to be measured
Program issues default test instruction；
Test result data acquisition submodule, for obtaining the application response to be measured production when the default test instructs
Raw test result data.
20. device according to claim 19, which is characterized in that the test result data acquisition submodule includes:
Acquisition unit, it is time-consuming in multiple frames rendering of the default test instruction for acquiring the application response to be measured；
The average time-consuming computing unit of rendering renders average time-consuming for rendering time-consuming calculate according to the multiple frame；
Fall frame per second computing unit, for time-consuming according to the rendering of the multiple frame and frame per second to be fallen in default render time threshold value, calculating；
Test result data acquiring unit, for using the rendering it is average time-consuming and it is described fall frame per second as test result data.
21. device according to claim 20, which is characterized in that it is described fall frame per second computing unit include:
Fall frame per second computation subunit, for calculating the number for falling the frame rendering time-consuming of frame, is rendered with the multiple frame time-consuming
Sum ratio, obtain it is described fall frame per second；Wherein, it is described fall frame the time-consuming number of frame rendering are as follows: the multiple frame
In rendering time-consuming, the time-consuming number for being greater than the default render time threshold value of frame rendering.
22. a kind of computer readable storage medium, which is characterized in that store computer journey on the computer readable storage medium
Sequence realizes the performance test methods as described in any in claim 1 to 11 when the computer program is executed by processor.
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| CN110196798A (en) * | 2019-06-06 | 2019-09-03 | 百度在线网络技术（北京）有限公司 | Performance data determines method, apparatus, equipment and readable storage medium storing program for executing |
| CN110275832A (en) * | 2019-06-19 | 2019-09-24 | 北京字节跳动网络技术有限公司 | Starting time-consuming test method, system, equipment and the medium of application program |
| CN110377504A (en) * | 2019-06-20 | 2019-10-25 | 平安普惠企业管理有限公司 | Test method, device, equipment and the storage medium of application program smoothness degree |
| CN110457170A (en) * | 2019-07-31 | 2019-11-15 | 中国工商银行股份有限公司 | For testing the method, apparatus, system and medium of U-shield |
| CN112306849A (en) * | 2019-07-31 | 2021-02-02 | 深圳Tcl数字技术有限公司 | Application program testing method and system, intelligent terminal and storage medium |
| CN111258898A (en) * | 2020-01-15 | 2020-06-09 | 平安医疗健康管理股份有限公司 | Automatic testing method and device, computer equipment and storage medium |
| CN111274153A (en) * | 2020-02-14 | 2020-06-12 | 香港乐蜜有限公司 | Automatic testing method and device and electronic equipment |
| CN111367812A (en) * | 2020-03-12 | 2020-07-03 | 北京奇艺世纪科技有限公司 | Test method, electronic device and readable storage medium |
| CN111581110A (en) * | 2020-04-16 | 2020-08-25 | 贝壳技术有限公司 | Method, device and system for detecting accuracy of service data and storage medium |
| CN111581110B (en) * | 2020-04-16 | 2023-08-15 | 贝壳技术有限公司 | Service data accuracy detection method, device, system and storage medium |
| CN111562941A (en) * | 2020-04-28 | 2020-08-21 | 中国银行股份有限公司 | Nodejs-based mobile APP installation package management system and method |
| CN111562941B (en) * | 2020-04-28 | 2024-04-26 | 中国银行股份有限公司 | Nodejs-based mobile APP installation package management system and method |
| CN111654691A (en) * | 2020-05-21 | 2020-09-11 | Oppo（重庆）智能科技有限公司 | Performance test method, device, computer storage medium and system |
| CN111654691B (en) * | 2020-05-21 | 2022-04-15 | Oppo（重庆）智能科技有限公司 | Performance test method, device, computer storage medium and system |
| CN113157576A (en) * | 2021-04-26 | 2021-07-23 | 云账户技术(天津)有限公司 | Application program safety detection method and device and electronic equipment |
| CN113434554A (en) * | 2021-06-30 | 2021-09-24 | 青岛海尔科技有限公司 | Method and device for constructing continuous integration assembly line |
| CN113505053A (en) * | 2021-07-27 | 2021-10-15 | 云账户技术(天津)有限公司 | Application performance detection method and device |
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