Automated testing method and mobile cloud test system
Technical field
The present invention relates to information technology field, more particularly to a kind of automated testing method and mobile cloud test system.
Background technology
Cloud tests a kind of novel test scheme based on cloud computing.Service provider provides kinds of platform, and a variety of browsers are put down
Platform, general user write automatic test script in local, then upload to their websites, then can be at them
Platform on run automatized script.With cloud test mode, considerably reduces test environment and build the time, such as machine and network
Preparation, operating system installation, various testing tool software installations etc. will all save, and only need in advance to report to the configuration surroundings of needs
Cloud testing service quotient, to time direct use.By the application being then based on network, when encountered in test software use it is upper
The problems such as when, also can get cloud testing service quotient remotely quickly support, and seldom will appear stagnation even stop test phenomenon.
Existing cloud test platform mainly realizes the functions such as automatic test by providing prototype testing service, needs to carry
For a large amount of mobile devices of service provider's self-determination in purchasing (prototype) of platform, it is connected on special equipment, to provide testing service.And
And adaptation test or the extreme saturation test of existing cloud test platform offer, it is only presented as in the monkey tests of the page, and
Function Test Automation then needs user according to related development linguistic norm, records or write corresponding automated execution script,
Function Test Automation is realized by playing back.Therefore, existing cloud test platform has the following problems:Mobile device updates
Soon, a large amount of prototype buying, it is costly;The operation expense of mobile device is high;The system upgrade of mobile device is frequent, nothing
Method accomplishes that the prototype of the different system version of same type all has;Mobile device requires connect in special equipment cabinet, collection
Middle management;Monkey tests are relatively plain, and randomness is too big, are unable to reach the purpose of desired depth traversal;Function automates
Test, it is necessary first to particular script and debugging can be write, after debugging successfully, could be played back, and debug and safeguard automatized script
Input cost it is higher.
Invention content
The object of the present invention is to provide a kind of automated testing methods and mobile cloud to test system, solves the problem above-mentioned.
To solve the above problems, the embodiment of the present invention provides a kind of automated testing method, include the following steps:
The automation for obtaining the online mobile device list, application software to be tested and the application software to be tested that have authorized is surveyed
Try keyword list;
After the application software is installed and activated in several mobile devices in line mobile device list chosen, obtain
The container in a reservoir, and is set to current container by all elements storage of application software homepage, creates root node;
In current container, selection meets an effective element or one group of effective element for element rule, generates automation
It executes instruction;
The all elements for obtaining the current page that mobile device executes after automated execution instruction, by page elements and currently
Container interior element and existing container interior element are compared, it is determined whether are similar pages;
When if the dissimilar page, all elements of the new container storage page are created, and are set to new current container,
Newly-increased child node;
Next effective element in current container is chosen again, is generated automated execution instruction, is continued to execute similar judgement, until
The equal executed of effective element in current container;
It chooses upper level container and executes similar judgement in the above described manner, until the effective element in all containers has been carried out
At;
It is analyzed according to all execution node-locus and implementing result, generates test report.
As an implementation, described to obtain the online mobile device list authorized, include the following steps:
When detecting that mobile device connection or the mobile device status having connected are changed, link information is obtained;
The link information for integrating all mobile devices sieves the available online mobile device of the user according to user right
It elects and generates the available online mobile device list of active user.
As an implementation, described in current container, selection meets an effective element or one for element rule
Group effective element generates automated execution instruction, includes the following steps:
In current container, an element or one group of element are selected, the element of selection is matched with element rule;
If successful match, automated execution instruction is generated;
If matching is unsuccessful, by order of elements in container, first Element generation automated execution instruction is selected.
As an implementation, the mobile device that obtains executes all of the current page after automated execution instruction
Element is compared with current container interior element and existing container, it is determined whether is similar pages, includes the following steps:
After mobile device executes automated execution instruction, the member of the automated execution instruction will be generated in current container
Element marks;
The all elements for obtaining the current page of application software to be tested again, by the page elements and current container of acquisition
Element be compared, determine whether the same or similar page;
If being differed with current container or dissimilar, then judge whether that with passing stored container be same or similar page
Face, if still being differed with passing container, the newly-built container storage current page elements, and newly-built container is set as currently holding
Device;If same or similar with passing container, it sets the passing container to current container, and increase son section newly under a upper node
Newly-increased child node is associated with current container by point;
If same or similar with current container, it is inactive elements to update the element in current container.
As an implementation, described to choose next effective element in current container again, automated execution instruction is generated,
Similar judgement is continued to execute, until the equal executed of effective element in current container;Upper level container is chosen to hold in the above described manner
The similar judgement of row, until the effective element in all containers is carried out completion, it is further comprising the steps of:
Often executed the instruction of automated execution, after confirming current container, continue to select in current container one not
The element executed, repeat before the step of;
Until all executeds of the element in current container, previous page is returned to, the container of the page is positioned, continues to repeat
Before the step of, until all executeds of the element in all containers.
As an implementation, described to be analyzed according to all execution node-locus and implementing result, generate test
Report, includes the following steps:
By relationship, corresponding page, performed page elements and survey between all execution node-locus analysis and arrangement egress
It tries daily record and generates test report;
Meanwhile exporting automated execution script.
The embodiment of the present invention also provides a kind of mobile cloud test system, including management platform, networked devices library and intelligence are certainly
Dynamicization test platform, the management platform are used to manage test assignment, application software to be measured and the company for integrating several mobile devices
Connect information, management platform includes networked devices integral unit, networked devices library include monitoring of tools unit, equipment communication unit and
Automated execution unit, the intelligent automation test platform include automated setting unit, automatic test processing unit and
CAT transmits and receives unit;
Wherein, the monitoring of tools unit, for detecting the mobile device for being connected to networked devices library in real time, and will be several
The link information for the mobile device having connected is uploaded to networked devices integral unit;
The networked devices integral unit, the link information sent for receiving all monitoring of tools units, if will
Involvement connects the online mobile device list of information integration generation and is sent to automated execution unit;
The automated setting unit, the related keyword list for application software to be tested to be arranged and offer element rule
Then library;
The automatic test processing unit, the keyword list for responding the automated setting unit, according to member
The rule of plain rule base, which generates, to be started using instruction and automated execution instruction, and is received the CAT and transmitted and received unit transmission
Mobile device test instruction execution after information, according to after execution information analysis generate test report;
The equipment communication unit gives automated execution list for receiving to start using instruction and automated execution instruction
Member, and the information that automated execution unit returns is sent to CAT and transmits and receives unit;
The automated execution unit executes instruction corresponding operation for controlling mobile device, is answered when receiving startup
When with instruction, application software to be tested is installed and activated in the mobile device controlled in online mobile device list, when receiving
When automated execution instructs, driving mobile device executes instruction, and obtains the correlated results information after mobile device executes.
As an implementation, the automatic test processing unit includes page elements collector, similarity mode
Module, use-case tree module, element container module and detection judgment module;
Wherein, the page elements collector, for obtain it is to be tested it is application software initiated after homepage all elements
With all elements for obtaining the page after application software execution automatic test to be tested instructs;
The similarity mode module, for receiving the homepage element and page member that the page elements collector obtains
Element sets the application software that homepage element starts with key table list contrast judgement with automation when receiving homepage element
Set unit keyword list matching, when receiving page elements, by the element of the page elements of acquisition and current container into
Whether row contrast judgement is the same or similar page, in addition, by page member after the Match of elemental composition of page elements and current container
It is plain to be matched with passing container;
The use-case tree module is executed for recording automatic test according to the matching result of the similarity mode module
Track creates this and executes use-case root vertex when homepage element and after keyword list successful match, when page elements with work as
After the Match of elemental composition of preceding container and passing container, child node is increased newly;
The element container module, for establishing container storage page elements, element executes state, and labelled element and section
Point association;
The detection judgment module, it is whether also unmarked for current container after detecting the element container module relation
The element of node and judge after all elements flag node current container whether be mark root node container;
The automatic test processing unit is additionally operable to according to elementary state, element rule and institute in application current container
The judging result of detection judgment module is stated, next step automatic test is generated and executes instruction.
As an implementation, further include front end inlet and storage platform, the front end inlet includes subscriber unit, answers
With software upload unit, the management platform includes service management unit, application software permission unit;
Wherein, the subscriber unit, for there is the user of application software testing demand to login;
The service management unit, the user authority setting logined for the subscriber unit;
The application software upload unit, for by the user after user authority setting by application software to be tested
It passes;
The application software permission unit, for the application software upload unit upload application software permission and shape
State is arranged and the presentation of information of application software;
The storage platform, the application software for being uploaded to the application software upload unit carry out ordering storage,
And application software storage address is fed back into application software permission unit.
As an implementation, the front end inlet further include mobile device list cell, publication test assignment unit,
Flow elements, Reporting Center's unit under cloud crowd's survey line, the management platform further include equipment center unit, networked devices library clothes
Business end and task center cell, networked devices library further include authorization service unit, device information storage unit, and the intelligence is automatic
It further includes report factory unit to change test platform;
Wherein, the authorization service unit carries out authorizing/Connection Service for the mobile device to connection, generates verification
Pass signal;
The monitoring of tools unit is proved to be successful all companies of signal monitoring for respond that the authorization service unit generates
The state status of the mobile device connect;
The device information storage unit is proved to be successful signal and will move for respond that the authorization service unit generates
The facility information of equipment is stored on the Cache/DB in the networked devices library, and is given by the monitoring of tools unit real-time update
The networked devices integral unit carries out real-time integration and generates online mobile device list, and the networked devices integral unit will be
Line mobile device list is sent to equipment center unit;
The equipment center unit, for receiving the online mobile device list of the networked devices integral unit by permission
It screens the online mobile device list used for active user and is shown in the mobile device list cell;
The publication test assignment unit, the movement in mobile device list for being shown to the equipment center unit
Equipment selects the test-types and test assignment of application software to be detected;
The task center cell classifies by test assignment for the information according to test assignment and sends many survey tasks extremely
Under the cloud crowd survey line flow elements or automatic test task is sent to the automated setting unit;
Flow elements under the cloud crowd survey line, other users for being pushed to many survey tasks in system and externally
Displaying, crowd survey after task execution the test feedback generation crowd that several users submit observing and predicting announcement;
Report factory unit, the test report for receiving the automatic test processing unit, by several movements
The test report of equipment is sent to Reporting Center's unit after summarizing;
Reporting Center's unit, the crowd for receiving flow elements under the cloud crowd survey line observe and predict announcement and the report work
The test report of factory.
The advantageous effect of the present invention compared with the prior art is:Solve the relevant technologies such as mobile device remote control,
User mobile phone need not install any application, it is only necessary to open usb data connection, be connected and installed with the client in networked devices library
After computer or private services device, you can carry out remote control to mobile phone, realize the test of prototype cloud.The privately owned cloud service of enterprise, passes through
System permission and the Network access control in networked devices library can carry out privatization protection to business equipment.It is any personal or
The test equipment of enterprise, after mandate, you can be shown in networked devices library, user can share the equipment and obtain corresponding return
Report can also rent other networking available devices and be tested, effectively realize that the device resource in networked devices libraries is integrated, save at
This, supports enterprise or individual to solve mobile device in short supply, testing process management, intelligent automation test, considerably reduces survey
Test system builds the time.The present invention automated testing method can online editing keyword list, pass through match keyword rule
Then, it realizes intelligent depth traversal test, breaches tradition and first record the automatic test pattern that debugging plays back again, but according to intelligence
It can rule traversal function, generation use-case tree construction and implementing result.User can carry out secondary modification according to use-case tree construction, whole
Effective efficiency automation use-case is managed out, intelligent rules can be also changed, improve the validity of traversal next time.
Description of the drawings
Fig. 1 is the flow chart of the automated testing method of the present invention;
Fig. 2 is that the mobile cloud of the present invention tests the structure chart of system;
Fig. 3 is the structure diagram of the intelligent automation test platform of the present invention.
Attached drawing marks:1, front end inlet;11, subscriber unit;12, application software upload unit;13, mobile device list list
Member;14, test assignment unit is issued;15, flow elements under cloud crowd survey line;16, Reporting Center's unit;2, management platform;21, it uses
Family administrative unit;22, application software permission unit;23, equipment center unit;24, networked devices integral unit;25, in task
Heart unit;3, storage platform;4, networked devices library;41, authorization service unit;42, monitoring of tools unit;43, equipment communication unit
Member;44, automated execution unit;5, intelligent automation test platform;51, CAT transmits and receives unit;52, at automatic test
Manage unit;521, using installation starting module;522, automation mechanized operation module;523, page elements collector;524, similarity
Matching module;525, use-case tree module;526, element container module;527, judgment module is detected;53, automated setting unit;
54, report factory unit.
Specific implementation mode
Below in conjunction with attached drawing, the technical characteristic and advantage above-mentioned and other to the present invention are clearly and completely described,
Obviously, described embodiment is only the section Example of the present invention, rather than whole embodiments.
As shown in Figure 1, a kind of automated testing method, specifically includes following steps:
S101:Obtain oneself of online mobile device list, application software to be tested and the application software to be tested authorized
Dynamicization tests keyword list, and keyword list includes the level-one on the keyword element and homepage of application software homepage to be tested
The keyword element of menu, wherein in this embodiment, the homepage of application software refers to after starting application software, removing guide page
And after the non-functionals page such as advertisement, into first page of main functionality, the step is determining the test of application software
Starting point;
In step 101, obtains the online mobile device list authorized and include the following steps:
S201:When detecting that mobile device connection or the mobile device status having connected are changed, connection letter is obtained
Breath;
S202:The link information for integrating all mobile devices, according to user right by the available online movement of the user
Equipment, which screens, generates the available online mobile device list of active user.
S102:The application software is installed in mobile device in several online mobile device lists chosen and is started;
S103:Homepage all elements are obtained after application software initiated;
S104:The homepage element of acquisition is matched with keyword list, if mismatching, the interruption ends are set again
Set keyword list;
S105:If successful match, creates this and execute use-case root vertex, and memory page element holds to a page
In device, by Page Container set current container;
S106:In current container, element rule base is called, according to the element of definition rule, selects legal one
A effective element or one group of effective element generate automated execution instruction;
Step 106 further includes:
S301:In current container, if the element of selection is mismatched with element rule, if matching is unsuccessful, by container
Middle order of elements selects first Element generation automated execution instruction.
S107:So that mobile device is executed test assignment according to automated execution instruction, obtains mobile device and execute instruction behaviour
The all elements of current page after work, and the element and existing container interior element of the page elements of acquisition and current container are carried out
Whether contrast judgement is the same or similar page, wherein all elements are the XML of page elements, and it includes XML knots to compare content
Structure, webpage t itle and element information etc.;
S108:If the page elements obtained are the different pages from current container element, judge whether and passing container page
Face is same or similar;
S109:If the page elements obtained are the same or similar page with passing Container elements, newly-increased child node is simultaneously marked
Remember elements correlation, and the passing container is set to current container, step S112 is executed after completing the step;
S110:If the page elements obtained are the different pages from passing Container elements, child node is increased newly, and mark current
The element has been associated with the child node in container, meanwhile, it stores in current page element to a new Page Container, and will be new
Container Tag is current container, and step 106 is back to after completing the step;
S111:If the page elements obtained are the same or similar page with current container element, mark in current container
The element be inactive elements;
S112:Judge whether current container also has the effective element of unmarked node, if being then back to step 106;
S113:If there is no the effective element of unmarked node, judge whether current container is the appearance for marking root node
Device sets the upper level container to current container, is back to step S112 if it is not, then returning to upper level container;
S114:If current container is the container labeled as root node, terminate this test, by all execution node-locus
Relationship, corresponding page, performed page elements and test log generate test report between analysis and arrangement egress;Meanwhile it is defeated
Go out to automate perform script.
As shown in Fig. 2 to 3, a kind of mobile cloud test system, including front end inlet 1, management platform 2, storage platform 3, connection
Net equipment library 4 and intelligent automation test platform 5, wherein front end inlet 1 includes subscriber unit 11, application software upload unit
12, flow elements 15, Reporting Center's unit 16 under mobile device list cell 13, publication test assignment unit 14, cloud crowd's survey line;
Management platform 2 includes service management unit 21, application software permission unit 22, equipment center unit 23, networked devices integration list
Member 24, task center cell 25;Networked devices library 4 further includes authorization service unit 41, monitoring of tools unit 42, equipment communication unit
Member 43, automated execution unit 44 (i.e. Appium);Intelligent automation test platform 5 includes automated setting unit 53, automatic
Change test processes unit 52, CAT transmitting and receiving units 51, automated setting unit 53 includes homepage keyword module, menu pass
Key word modules and element rule base.
Workflow is as follows:User logins mobile cloud by subscriber unit 11 and tests system, and service management unit 21 confirms
After identity authority, user can upload application software to be detected, application software permission unit by application software upload unit 12
The application software of 22 pairs of uploads carries out priority assignation, and the application software after permission, which is arranged, can store to 3 meeting of storage platform and generate
Corresponding storage address, and the storage address information is sent to task center cell 25.Personal or enterprise (sets movement simultaneously
The group of standby resource-sharing) mobile device is connected to by data line on the computer or server that can be connected to networked devices library 4,
Mandate Connection Service is carried out to the mobile device of connection by authorization service unit 41, at this point, can be by the mobile device of connection
It is linked into equipment center unit 23.Monitoring of tools unit 42, equipment communication unit 43 are then opened to the mobile device after mandate.If
The mobile device and its equipment connection that the detection connection in real time of standby monitoring unit 42 networks, networked devices integral unit 24 is by institute
It is sent to equipment center unit 23 after thering is the facility information of connection networking mobile device to integrate.System can be by user right from equipment
The available mobile device for meeting active user is filtered out in center, is shown in mobile device list cell 13.Then, it uses
, for the test assignment and selection test-types of the application software to be tested uploaded, appoint in the publication of publication test assignment unit 14 at family
Business center cell 25 receives and according to the information of publication test assignment unit 14, pushes flow list under many survey tasks to cloud crowd's survey line
Member 15 is to visual user or issues automatic test task to the automatic setting unit of intelligent automation test platform 5.Automation
For setting unit 53 after receiving automatic test task, user fills in keyword list and choosing in automated setting unit 53
Several mobile devices for test in the available mobile device list of active user are selected, automatic test processing unit 52 exists
Automatic test is proceeded by after receiving keyword list, generates automated execution instruction, CAT transmits and receives unit 51 will be certainly
Dynamicization is executed instruction to the equipment communication unit 43 in networked devices library 4, and automated execution is instructed and sent by equipment communication unit 43
Test assignment is executed to automated execution unit 44, sends data by equipment communication unit 43 and CAT after test assignment is complete
Receiving unit 51 is sent to automatic test processing unit 52, and the meeting basis of automatic test processing unit 52 currently returns the result,
Next instruction is generated, until automation traversal is completed, then analyzes Test data generation test report, it is every in mobile device list
One mobile device can complete test assignment and generate test report, and several test report are it is reported that factory's unit 54 (to executing
Daily record carries out classification analysis statistics, is exported by html formats, generates the readability test report of height) summarize after in Reporting Center's unit
16 are shown.If what task center cell 25 was issued is many survey tasks, many survey tasks can be sent under cloud crowd's survey line
Flow elements 15 are pushed to the other users in system, execute many flow gauges under line by other users, and feedback test is reported
To Reporting Center.
Apart from the above, networked devices library 4 is integrated with light methods envionment tools SDKabd orders and Xcode,
SDKabd orders and Xcode are used to obtain the system information of the mobile device of IOS or Android.Management platform 2 further includes networking
Server-side, device information storage unit and the protocol translation unit of equipment library 4, device information storage unit authorize clothes for responding
The facility information of mobile device is stored on Cache/DB by the signal that is proved to be successful that business unit 41 generates, and protocol translation unit is used
In user-defined format protocol contents are translated into Appium agreements, Appium agreements are identified for automation execution unit 44.
Mobile device mandate is as follows:When mobile device is connected to networking data library by data line, open
Authorization service is opened, at this point, sending ICP/IP protocol to server-side, makes to have connected mobile device and two-way is established in networking data library
Road.The information that ICP/IP protocol includes is the session (computer language, referred to as " session control ") in current networked devices library 4,
Server-side receives session by opening monitoring of tools service after verification.
The setting in automatic test processing unit 52 for automated testing method of the mobile cloud test system of the present invention
Have with lower module:Using installation starting module 521, automation mechanized operation module 522, page elements collector 523, use-case tree module
525, element container module 526, similarity mode module 524, detection judgment module 527.Automated setting unit 53 includes head
Page keyword module, menu keyword module and element rule base, wherein homepage keyword module is used to enter application software first
The operating procedure of page and the keyword element for determining application software homepage;Menu keyword module is used to determine the level-one in homepage
The keyword of menu determines the test starting point of application software automation;Element rule base includes the processing rule of several elements, is used
In the selection and operation standard that judge page elements.
Workflow of the automated testing method of the present invention in the mobile cloud test system of the present invention is as follows:From application
Software upload unit 12 obtains the application software to be tested that user uploads, and slave mobile device list obtains being used in for resource-sharing
The keyword list of application software to be tested is arranged in line mobile device list in automated setting unit 53, wherein homepage is closed
The keyword element of application software homepage to be tested is arranged in key word modules, and the further menu in homepage is arranged in menu keyword module
Keyword element.It is generated using installation 521 response test task of starting module and starts application instruction, receiving module occurs for CAT
The equipment communication unit 43 of the client for the mobile device chosen is sent an instruction to, the response of automated execution unit 44, which starts, answers
The application software is installed and activated in several mobile devices chosen with instruction.Head is obtained by page elements collector 523
Page all elements, similarity mode module 524 is after receiving all elements of homepage, by the homepage element and keyword of acquisition
List is matched, if mismatching, the interruption ends reset keyword list;If successful match, pass through use-case tree mould
Block 525 creates this and executes use-case root vertex, and in a Page Container in memory page element to element container, will
The Page Container is set to current container.In current container, element rule base is called, according to the element of definition rule, selector
An effective element normally or one group of effective element generate automated execution instruction by automation mechanized operation module 522, if
Driving mobile device executes test assignment after standby communication unit 43 or automated execution unit 44 respond automated execution instruction, surveys
After the completion of examination, all elements of current page are obtained by page elements collector 523, it will by similarity mode module 524
The page elements of acquisition are compared with the element of current container determines whether the same or similar page, if the page member obtained
Element is the different pages with current container element, then judge whether it is same or similar with passing containers page, if the page obtained is first
Plain and passing Container elements are the same or similar page, then increase child node newly by use-case tree module 525 and labelled element is associated with,
And by the passing container set current container, the element for judging whether also promising flag node is executed after completing the step, if obtaining
It is the different pages to take element and passing Container elements, then increases child node newly by use-case tree module 525, and mark in current container
The element has been associated with child node, meanwhile, storage current page element holds to the new page of one in element container module 526
In device, and new container is labeled as current container, element rule base is re-called after completing the step;If the page member obtained
Element is the same or similar page with current container element, then it is inactive elements to mark the element in current container.It completes above-mentioned
After step, judge whether that current container also has the element of unmarked node by detecting judgment module 527, if then re-calling
Element rule base, then next effective element in current container is chosen, automated execution instruction is generated, similar judgement is continued to execute,
Until the equal executed of effective element in current container;If it is not, then by detect judgment module 527 judge current container whether be
The container of root node is marked, if current container is not the container for marking root node, back to upper one in use-case tree module 525
Grade container drives mobile device to execute the test assignment of each effective element in upper level container, until use-case tree module again
The effective element of all containers is carried out completion in 525;If current container is the container for marking root node, terminate this survey
Examination, by relationship, corresponding page, performed page elements and test log between all execution node-locus analysis and arrangement egress
Test report is generated, meanwhile, export automated execution script.
The advantageous effect of the present invention compared with the prior art is:Solve the relevant technologies such as mobile device remote control,
User mobile phone need not install any application, it is only necessary to open usb data connection, be connected and installed with the client in networked devices library 4
After holding computer or private services device, you can carry out remote control to mobile phone, realize the test of prototype cloud.The privately owned cloud service of enterprise is led to
System permission and the Network access control in networked devices library 4 are crossed, privatization protection can be carried out to business equipment.Any individual's
Or the test equipment of enterprise, after mandate, you can be shown in networked devices library 4, user can share the equipment and obtain accordingly
Return can also rent other networking available devices and be tested, effectively realize that the device resource in networked devices library 4 is integrated, section
Cost-saving is supported enterprise or individual to solve mobile device in short supply, testing process management, intelligent automation test, is greatly reduced
The time is built in test systematization.The automated testing method of the present invention can online editing keyword list, pass through match it is crucial
Word rule realizes intelligent depth traversal test, breaches tradition and first records the automatic test pattern that plays back again of debugging, but root
Function is traversed according to intelligent rules, generates use-case tree construction and implementing result.User can carry out secondary repair according to use-case tree construction
Change, sorts out effective efficiency automation use-case, can also change intelligent rules, improve the validity of traversal next time.
Particular embodiments described above has carried out further the purpose of the present invention, technical solution and advantageous effect
It is described in detail, it should be understood that the above is only a specific embodiment of the present invention, the protection being not intended to limit the present invention
Range.It particularly points out, to those skilled in the art, all within the spirits and principles of the present invention, that is done any repaiies
Change, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.