CN105515909B - A kind of data acquisition test method and apparatus - Google Patents
A kind of data acquisition test method and apparatus Download PDFInfo
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- CN105515909B CN105515909B CN201510940041.3A CN201510940041A CN105515909B CN 105515909 B CN105515909 B CN 105515909B CN 201510940041 A CN201510940041 A CN 201510940041A CN 105515909 B CN105515909 B CN 105515909B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/02—Capturing of monitoring data
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- H04L43/024—Capturing of monitoring data by sampling by adaptive sampling
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Abstract
An embodiment of the present invention provides a kind of data acquisition test method and apparatus, this method includes：Receive the parameter information uploaded, wherein what the parameter information collected when being application operation for each acquisition parameter；Checking parameter is searched from the parameter information corresponds to check information；The check information is analyzed, determines and kidnaps check results.The embodiment of the present invention from parameter information by extracting the corresponding checking information of checking parameter, and analyzed, judge whether the parameter information uploaded is intercepted, that is, determines and kidnap check results, so as to avoid the gathered data being held as a hostage using data, the accuracy of data acquisition is improved.
Description
Technical field
The present invention relates to fields of communication technology, are surveyed more particularly to a kind of data acquisition test method and a kind of acquisition of data
Trial assembly is set.
Background technology
With the fast development of the communication technology, especially with the popularization of mobile Internet, intelligent terminal it is universal more next
It is faster, and the function of intelligent terminal is also more and more abundant.Wherein, intelligent terminal realizes its work(by installing various applications
Can, diversified service is provided.
In order to improve service quality, the developer of each service platform needs the data acquisition plan acquisition applications being arranged
Data, to understand business demand.Wherein, different business needs the application data acquired different.Therefore, the exploitation of service platform
Personnel need that different application data acquisition plans is arranged according to different business.
Specifically, the developer of service platform needs the business provided according to service platform, the acquisition of each application is set
Parameter carries out data acquisition to each application according to the acquisition parameter of setting, the bordereau of the service platform is generated, to understand industry
Business demand.But the application on intelligent terminal is relatively more, that is, needs the application data acquired relatively more, lead to each clothes
The data acquisition format of business platform is difficult to unification.Therefore, the developer of each service platform also needs to define the data of each application
Acquire format so that each service platform can acquire the data that format acquires each application according to the data of setting, further increase
The workload of developer.
Invention content
In view of the above problems, it is proposed that the present invention overcoming the above problem in order to provide one kind or solves at least partly
State the data acquisition test method of problem and corresponding data acquisition test device.
One side according to the present invention provides a kind of collecting test method, including：
Receive the parameter information uploaded, wherein the parameter information acquires when being application operation for each acquisition parameter
It arrives；
Checking parameter is searched from the parameter information corresponds to check information；
The check information is analyzed, determines and kidnaps check results.
Optionally, checking parameter is searched from the parameter information correspond to check information, including：
The parameter identification for determining checking parameter searches the parameter identification from the parameter information and corresponds to check information.
Optionally, described that the check information is analyzed, it determines and kidnaps check results, including：
Detect whether the check information is target information；
If the check information is not target information, determines that flow exists and kidnap exception, in the abduction check results
Record is kidnapped abnormal.
Optionally, described that the check information is analyzed, it determines and kidnaps check results, further include：
If the check information is target information, determine that data transmission is normal, records and pass in the abduction check results
It is defeated normal.
Optionally, the checking parameter be on the last time by reference, the check information is IP address information, the IP
Location information includes the IP address information uploaded the parameter information last time.
Optionally, whether the detection check information is target information, including：
The IP address information is detected to match with the target address information in address list.
Optionally, the parameter information of the upload includes：Transfer returns to the parameter information of destination address, Yi Jizhi after abduction
The parameter information for passing destination address is connected, wherein the destination address belongs to address list.
According to another aspect of the present invention, a kind of data acquisition test device is provided, including：
Parameter information receiving module, for receiving the parameter information uploaded, wherein when the parameter information is application operation
It is collected for each acquisition parameter；
Check information acquisition module corresponds to check information for searching checking parameter from the parameter information；
Check results determining module determines for analyzing the check information and kidnaps check results.
Optionally, the check information acquisition module is specifically used for determining the parameter identification of checking parameter, from the parameter
The parameter identification is searched in information corresponds to check information.
Optionally, the check results analysis module, including：
Detection sub-module, for detecting whether the check information is target information；
Abnormal determination sub-module, for when the check information is not target information, determining that flow exists and kidnapping exception,
Record is kidnapped abnormal in the abduction check results.
Optionally, the check results analysis module further includes：
Normal determination sub-module, for when the check information is target information, determining that data transmission is normal, described
It is normal to kidnap record transmission in check results.
Optionally, the checking parameter be on the last time by reference, the check information is IP address information, the IP
Location information includes the IP address information uploaded the parameter information last time.
Optionally, the detection sub-module is believed for detecting the IP address information with the destination address in address list
Breath matching.
Optionally, the parameter information of the upload includes：Transfer returns to the parameter information of destination address, Yi Jizhi after abduction
The parameter information for passing destination address is connected, wherein the destination address belongs to address list.
It is corresponding can to search checking parameter from the parameter information of upload for data acquisition test scheme according to the present invention
Check information, analysis check information determine to judge whether data are held as a hostage and kidnap check results, thus solve due to number
According to the problem be held as a hostage and cause the accuracy of data acquisition low, the accuracy for improving gathered data is achieved, and detect
Flow kidnaps the advantageous effect of phenomenon.
Above description is only the general introduction of technical solution of the present invention, in order to better understand the technical means of the present invention,
And 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, below the special specific implementation mode for lifting the present invention.
Description of the drawings
By reading the detailed description of hereafter preferred embodiment, various other advantages and benefit are common for this field
Technical staff will become clear.Attached drawing only for the purpose of illustrating preferred embodiments, 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 shows data acquisition and analysis system structure diagram according to the ... of the embodiment of the present invention；
Fig. 2 shows the step flow charts of data acquisition test method according to an embodiment of the invention；
Fig. 3 shows the step flow chart of data acquisition test method in accordance with another embodiment of the present invention；
Fig. 4 shows the structure diagram of data acquisition test device according to an embodiment of the invention；
Fig. 5 shows the structure diagram of data acquisition test device in accordance with another embodiment of the present invention；
Fig. 6 shows data acquisition and analysis system structure diagram in accordance with another embodiment of the present invention.
Specific implementation mode
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
Completely it is communicated to those skilled in the art.
In general, some terminals such as mobile phone, the supplier of tablet computer, software developer are by acquiring in terminal
It is analyzed using data at runtime, and to the data of acquisition, bordereau is generated, to understand business demand.The present invention
Embodiment provides a kind of data acquisition and analysis system, which has versatility, can be various applications acquisition, analysis data
And generate different bordereaus.
Referring to Fig.1, data acquisition and analysis system structure diagram according to the ... of the embodiment of the present invention is shown.
The data acquisition and analysis system, including：Acquisition control server 102, data analytics server 104, report generation
Server 106 and at least one data terminal 108 are equipped with sampling instrument in the data terminal.
The acquisition control server 102, for configuring the acquisition configuration information to data terminal and being handed down to corresponding
Data terminal, wherein the configuration information is used to control the acquisition of acquisition parameter.
The data terminal 108, for calling the sampling instrument in application operation, according to acquisition configuration information to adopting
The parameter information of collection parameter is acquired；And the parameter information of acquisition is uploaded to the data analytics server.
The data analytics server 104 corresponds to parameter information for each acquisition parameter to upload and analyzes, and obtains
Data results；The data results are sent to the report generation server.
The report generation server 106, for generating data sheet according to the data results.
Wherein, the data analytics server is additionally operable to search checking parameter from the parameter information and correspond to verify to believe
Breath；The check information analyze and determines abduction check results.To pass through (the abbreviation cloud service of acquisition control server
Device) control so that sampling instrument can acquire the parameter information of each acquisition parameter in the data terminal of application operation；Upper
After being transmitted to data analytics server, pass through the analysis of data analytics server, it can be determined that whether the parameter information of upload is robbed
It holds, and data analysis is carried out according to statistical demand, generate the data sheet of corresponding service, user is known by the data sheet
Demand, custom etc., are adjusted business, more meet user demand.
The embodiment of the present invention is discussed in detail data analytics server and is verified to the abduction of the parameter information of upload.
Embodiment one
With reference to Fig. 2, the step flow chart of data acquisition test method according to an embodiment of the invention is shown, specifically
It may include steps of：
Step 202, the parameter information of upload is received.
Wherein, it is collected for each acquisition parameter when the parameter information is application operation.
In fact, when data terminal (abbreviation terminal) such as mobile phone, tablet computer are collected by sampling instrument using data
Afterwards, i.e., after collecting the corresponding parameter information of each acquisition parameter, collected parameter information will be uploaded so that data point
Analysis server can receive the parameter information of the upload.The parameter information may include storage information, check information and acquisition
Corresponding information of parameter etc..Wherein, storage information can be used for detection data quality, determine quality indicator as a result, such as safe number
Code card (Secure Digital Memory Card) information, abbreviation SD card information；Check information can be used for analyzing data and pass
Defeated situation determines and kidnaps check results, such as IP (Internet Protocol) address information；The corresponding parameter letter of acquisition parameter
Breath may include the corresponding parameter information of dynamic parameter and/or the parameter information of static parameter, such as application interface startup information, press
Button click information, duration information, exception information and session information are believed using the identification information, version information, channel of place terminal
Breath, network type, resolution information etc..
Step 204, checking parameter is searched from the parameter information correspond to check information.
After receiving parameter information, data analytics server can analyze parameter information, believe from the parameter
Checking parameter is searched in breath corresponds to check information.Specifically, can be needed to set preset checking parameter according to verification.In data analysis
During, by searching for the preset corresponding check information of checking parameter, so that it may to get corresponding to the checking parameter
Check information.Optionally, data analytics server can be by the parameter identification of determining checking parameter, from the parameter information
It searches the parameter identification and corresponds to check information.
As the specific example of the present invention, checking parameter is IP address, such as last to upload IP address, referred to as on
On primary by reference, then corresponding check information is IP address information, and the IP address information may include one on parameter information
The IP address information of secondary upload is labeled as LastIP information.Data analytics server can pass through during analyzing data
The parameter identification for determining checking parameter, such as the identifier of IP address, so that it may obtain the parameter identification to be searched from parameter information
Corresponding IP address information, i.e. LastIP information.
Step 206, the check information is analyzed, determines and kidnaps check results.
Data analytics server is detected check information after extracting check information, to judge the parameter uploaded
Whether information was intercepted, that is, judged whether the parameter information of the upload is held as a hostage, and determines and kidnaps result.Specifically, data point
Analyse whether server can be target information by detection check information, to judge whether the parameter information uploaded was intercepted.
When the check information extracted is not target information, it may be determined that the parameter information of upload is intercepted in transmission process, i.e.,
It can determine that flow exists and kidnap exception, record is kidnapped abnormal in kidnapping check results.When the check information is believed for target
When breath, it may be determined that the parameter information of upload is not intercepted in transmission process, you can to determine that data transmission is normal, described
It is normal to kidnap record transmission in check results.
In embodiments of the present invention, by extracting the corresponding checking information of checking parameter from the parameter information of upload, and
The check information extracted is analyzed, judges whether the parameter information uploaded is intercepted, that is, determines and kidnaps check results,
So as to avoid the gathered data being held as a hostage using data, the accuracy of data acquisition is improved.
Embodiment two
With reference to Fig. 3, the step flow chart of data acquisition test method in accordance with another embodiment of the present invention is shown, have
Body may include steps of：
Step 302, the parameter information of upload is received.
Wherein, it is collected for each acquisition parameter when the parameter information is application operation.
In data acquisition and analysis system, acquisition control server is based on the data acquired required for each service platform, really
Fixed application to be collected.After determining application, Cloud Server can determine the static ginseng of application to be collected according to application type
Number, dynamic parameter, and setting acquisition configuration information so that each terminal applied or applied can be believed according to the acquisition configuration
Breath acquisition uploads collected each acquisition parameter and corresponds to parameter information.
It should be noted that static parameter, which can be used for acquiring this, applies corresponding static parameter information, where such as application
Identification information, version information, channel information, network type and resolution information of terminal etc..Wherein, the identification information of terminal can
Terminal where being applied for identification, such as M2 values can be calculated based on the hardware information of terminal, which can pass through sequence
Number, the calculating such as type number, version information, which, which can either identify different terminals again, will not reveal the hardware information of terminal,
Ensure the personal secrets of user；Version information can be used for recording this and apply corresponding version, such as the operating system version of terminal,
Software version or Software Development Kit version etc.；Channel information can be used for identifying the acquisition approach of the application；Network class
Network type of the type for terminal connection where determining application；The display point of terminal where resolution information is used to determine the application
Resolution, display resolution are properly termed as screen resolution again.
Dynamic parameter can be used for acquiring the parameter information that the application generates in the process of running, believe as application interface starts
Breath, button click information, duration information, exception information and session information etc..Wherein, application interface starts information and is answered for recording
The page before switching when changing interface and the interface after switching；Button click information clicks the application for recording user
In the corresponding button number of each button and the button number corresponding number of clicks；Duration information is according to startup time point and pass
Time point determination is closed, such as application operation time, interface run time；Exception information is used to record the information of application operation exception,
Such as application starts time point or the number of failure；Session information is used to record disappearing for the conversation class that the application generates at runtime
Breath.
Cloud Server can determine application to be collected based on the data acquired required for each service platform.It is answered in determination
With rear, sampling instrument can determine the dynamic parameter of application to be collected according to application type.Dynamic parameter can be used for acquiring
The parameter information that the application generates in the process of running, as application interface starts information, button click information, duration information, different
Normal information and session information etc..Sampling instrument acquires the parameter information of the dynamic parameter according to the operation of the application in real time.
Wherein, after application interface starts the page and switching when information is used to record the changing interface of application before switching
Interface；Button click information clicks each corresponding button number of button and button number pair in the application for recording user
The number of clicks answered；Duration information is determined according to startup time point and shut-in time point, when such as application operation time, interface operation
Between；Exception information is used to record the information of application operation exception, and such as application starts time point or the number of failure；Session information
Message for recording the conversation class that the application generates at runtime.
Wherein, the parameter information for acquiring the dynamic parameter in real time according to the operation of the application includes：
When detecting the changing interface of the application, the interface before record switching is page up, the boundary after record switching
Face is current page, and the page up and current page, which are added to application interface, to be started in information.I.e. to user in application interface
It is continuous in order to ensure to access when middle access record, upper one can be recorded while recording current interface accesses interface, to
Each interface record is current page+page up, if homepage certainly, then page up is sky.
When detecting that the button of the application is triggered, the corresponding button number of the button is obtained, is pressed described in update
Button numbers corresponding number of clicks, and button number and number of clicks are added in button click information.It can be in
It including many buttons, can be numbered to each button to identify different buttons, be pressed to be recorded when button is clicked
Button is numbered and number of clicks, i.e. number of clicks are initially 0, and it is to add one often to click primary.
Using can be run by multi-process mode, using startup using host process record startup when usual multi-process is run
Time point still, host process is likely to occur when the application startup time is too short using the last one process record end time point
Do not start the problem of then application is turned off completely, the run time recorded at this time may be negative value, or start using last time
Start time point and end time point of this closing calculates duration, then the case where will appear duration overlength, duration is caused to be remembered
Record is inaccurate.
To solve the problems, such as above-mentioned inaccuracy, the relevant run time of application is acquired as duration information, wherein institute
Stating duration information includes：Interface run time and application operation time.Wherein, the acquisition relevant run time of application
Include as duration information：The host process record of the application starts time point and end time point, according to the startup time
Point and end time point record run time, using the run time as duration information.I.e. the present embodiment is transported for multi-process
The record of capable application, start and end time is recorded from using host process, i.e., is remembered using host process when application starts
Record starts time point, is to use host process record end time point using closing, to calculate end time point and start the time
The difference of point is run time, it is ensured that accurate recording operation duration.
Cloud Server can connect each application place eventually by way of wireless or wired connection in the embodiment of the present invention
End issues configuration information, after the parameter information that each acquisition parameter is collected to sampling instrument, can upload acquisition parameter correspondence
Parameter information to data analytics server.Data analytics server can divide parameter information according to preset algorithm
Analysis, report generation server are based on statistical result and generate each required business information of service platform, such as generation bordereau, really
Determine operational indicator etc..
Optionally, the parameter information of upload may include：Transfer returns to the parameter information of destination address, Yi Jizhi after abduction
Connect the parameter information for passing destination address.Wherein, destination address belongs to address list.
Substantially, address list can be pre-set in data analytics server.The address list, which contains, uploads to number
According to each IP address of Analysis server, it is equivalent to destination address；And the corresponding address information of each IP address, with being equivalent to target
Location information.It, can be by destination address address as a purpose when parameter information needs to upload to a certain destination address.
In the concrete realization, by determining that the IP address uploaded, parameter information can upload to number from terminal where application
According to Analysis server.Therefore, can in parameter information biography recorded thereon IP address, generate the parameter letter for uploading destination address
Breath such as records the last IP address that uploads and generates LastIP information.Wherein, the parameter information for uploading destination address may include straight
Connect pass destination address parameter information and abduction after transfer return destination address parameter information etc..
Step 304, the parameter identification for determining checking parameter searches the parameter identification from the parameter information and corresponds to school
Test information.
In embodiments of the present invention, Data analysis server can determine the school for needing to verify according to verification demand
Test parameter.By the parameter identification for determining checking parameter, so that it may to be searched according to identified parameter identification.If from parameter
The corresponding check information of parameter identification determined by being found in information, so that it may the check information found to be extracted, with
Just whether detection parameters information is intercepted in transmission process.
A specific example as the present invention, it is assumed that parameter information is uploaded to from terminal A in data analytics server B,
For Analysis server B after determining the identifier of IP address, the identifier according to the IP address can be from the parameter information of upload
The corresponding LastIP information of identifier of middle extraction IP address, the LastIP information contain parameter information from terminal A to analysis
Each IP address that server B uploads, such as LastIP1, LastIP2, LastIP3.
Step 306, detect whether the check information is target information.
If the check information is not target information, 308 are thened follow the steps；If the check information is target information,
Execute step 310.
Optionally, data analytics server can be by detecting IP address information and the target address information in address list
Matching, judges whether parameter information was intercepted.In a preferred embodiment of the invention, above-mentioned steps 306 can be inspection
The IP address information is surveyed to match with the target address information in address list.
Specifically, if the corresponding IP address of the IP address information extracted from parameter information is not in preset address list
In, i.e., when address list cannot find the corresponding destination address of extracted IP address information, the extracted IP of judgement
Location information is mismatched with the target address information in address list, then can determine that parameter information was intercepted, and executes step
308.If from the corresponding IP address of IP address information extracted in parameter information in preset list, i.e., address list can
To find the corresponding IP address of extracted IP address information, the mesh in judgement extracted IP address information and address list
Address information matching is marked, then can determine that parameter information was not intercepted, executes step 310.In conjunction with above-mentioned example, if can be
LastIP1, LastIP2 and LastIP3 are found in preset address list, then can determine that parameter information is not blocked
It cuts, executes step 310；If LastIP1 cannot be found in address list, it can be determined that go out parameter information by illegal terminal or
Rogue program intercepts, and the illegal terminal of interception parameter information or the corresponding IP address of rogue program are LastIP1, then execute step
Rapid 308.
Step 308, it determines that flow exists and kidnaps exception, record is kidnapped abnormal in the abduction check results.
Specifically, data analytics server determines that parameter information was intercepted, so that it may to determine parameter information upload procedure
In there are flows to kidnap phenomenon, and the parameter information this time received is possible to intercepted terminal or rogue program and distorts,
It can determine that the parameter information uploads corresponding flow and there is abduction exception, parameter letter is recorded in kidnapping check results
The abduction of breath is abnormal, and recording parameters information intercepts or record LastIP1 by the terminal of LastIP1 such as in kidnapping check results
For illegal IP address, malicious IP addresses etc., generate data results, so as to avoid using intercepted parameter information into
Row statistics, ensures the accuracy of data results.
Step 310, determine that data transmission is normal, record transmission is normal in the abduction check results.
When parameter information did not intercept, so that it may to determine that data transmission is normal, kidnap in check results and record the parameter
Information transmission is normal, ensure that the accuracy of data results.
For embodiment of the method, for simple description, therefore it is all expressed as a series of combination of actions, but this field
Technical staff should know that the embodiment of the present invention is not limited by the described action sequence, because implementing according to the present invention
Example, certain steps can be performed in other orders or simultaneously.Next, those skilled in the art should also know that, specification
Described in embodiment belong to preferred embodiment, necessary to the involved action not necessarily embodiment of the present invention.
With reference to Fig. 4, shows the structure diagram of data acquisition test device according to an embodiment of the invention, specifically may be used
To include following module：
Parameter information receiving module 402, for receiving the parameter information uploaded.
Wherein, it is collected for each acquisition parameter when the parameter information is application operation.
Check information acquisition module 404 corresponds to check information for searching checking parameter from the parameter information.
Check results determining module 406 determines for analyzing the check information and kidnaps check results.
In embodiments of the present invention, by extracting the corresponding checking information of checking parameter from the parameter information of upload, and
The check information extracted is analyzed, judges whether the parameter information uploaded is intercepted, that is, determines and kidnaps check results,
So as to avoid the gathered data being held as a hostage using data, the accuracy of data acquisition is improved.
With reference to Fig. 5, shows the structure diagram of data acquisition test device according to an embodiment of the invention, specifically may be used
To include following module：
Parameter information receiving module 402, for receiving the parameter information uploaded.Wherein, the parameter information is that application is transported
It is collected for each acquisition parameter when row.
Check information acquisition module 404 corresponds to check information for searching checking parameter from the parameter information.
Check results determining module 406 determines for analyzing the check information and kidnaps check results.
In one preferred embodiment of the invention, check information acquisition module 404 is specifically used for determining checking parameter
Parameter identification searches the parameter identification from the parameter information and corresponds to check information.
Optionally, check results determining module 406 may include：Detection sub-module 4060, for detecting the verification letter
Whether breath is target information.Abnormal determination sub-module 4062, for when the check information is not target information, determining flow
Abnormal in the presence of kidnapping, record is kidnapped abnormal in the abduction check results.Normal determination sub-module 4064, in the school
Test information be target information when, determine that data transmission is normal, in the abductions check results record transmission normally.
In a preferred embodiment of the invention, checking parameter is by reference, the check information is IP on the last time
Address information, the IP address information include the IP address information uploaded the parameter information last time.
Optionally, detection sub-module 4060 are believed for detecting the IP address information with the destination address in address list
Breath matching.
Optionally, the parameter information of upload may include：Transfer returns to the parameter information of destination address, Yi Jizhi after abduction
Connect the parameter information for passing destination address.Wherein, destination address belongs to address list.
In above-mentioned data acquisition and analysis system, the data acquisition device of the present embodiment can be configured at data analysis service
In device, as shown in fig. 6, the data acquisition and analysis system, including：Acquisition control server 102, data analytics server 104, report
Table generates server 106 and at least one data terminal 108, and sampling instrument is equipped in the data terminal.Acquisition control takes
Business device 102 include：Cloud control server 1022 and exploitation configuration server 1024.
Wherein, acquisition control server 102 configures the acquisition configuration information to data terminal and is handed down to corresponding number
According to terminal 108；The data terminal 108 calls the sampling instrument in application operation, according to acquisition configuration information to acquisition
The parameter information of parameter is acquired；The parameter information of acquisition is uploaded to the acquisition control service by the data terminal 108
Device 104；The data analytics server 104 corresponds to parameter information to each acquisition parameter of upload and analyzes, and obtains data point
Analyse result；The data results are sent to the report generation server 106 by the data analytics server 104；Institute
It states report generation server 106 and generates data sheet according to the data results.
In one example, the acquisition control server 102, for configuring the acquisition configuration information to data terminal simultaneously
It is handed down to corresponding data terminal, wherein the configuration information is used to control the acquisition of acquisition parameter；The data terminal 108,
For calling the sampling instrument in application operation, the parameter information of acquisition parameter is adopted according to acquisition configuration information
Collection；And the parameter information of acquisition is uploaded to the data analytics server；The data analytics server 104, for pair
Each acquisition parameter uploaded corresponds to parameter information and is analyzed, and obtains data results；The data results are sent
To the report generation server；The report generation server 106, for generating datagram according to the data results
Table.
In one alternative embodiment, the acquisition control server 102 includes cloud control server 1022；The cloud control service
Device 1022, for determining the acquisition parameter of the application according to application type, wherein the acquisition parameter includes：Dynamic parameter
And/or static parameter；Acquisition configuration information is configured according to terminal where the application and application, wherein the acquisition configuration letter
Cease the acquisition and upload for controlling the acquisition parameter；Acquisition parameter and acquisition configuration information are handed down to the number where application
According to terminal.
Wherein, the acquisition control server configures the acquisition configuration information to data terminal and is handed down to corresponding number
According to terminal, including：The acquisition control server determines the acquisition parameter of the application according to application type, wherein described to adopt
Collecting parameter includes：Dynamic parameter and/or static parameter；Acquisition configuration letter according to terminal configuration where the application and application
Breath, wherein the acquisition configuration information is used to control the acquisition and upload of the acquisition parameter；By acquisition parameter and acquisition configuration
Information is handed down to the data terminal where application.
The cloud control server 1022, the upload condition for configuring parameter information and/or sampling condition, will upload condition
And/or sampling condition is added in acquisition configuration information；Terminal-pair where configuring the application answers the acquisition threshold value of memory, by institute
Acquisition threshold value is stated to be added in acquisition configuration information；Terminal-pair where configuring the application answers the upload interval of network type, will
The upload interval is added in the acquisition configuration information；Terminal-pair where configuring the application answers cache threshold, will be described
Cache threshold is added in acquisition configuration information；And configuration protocol upload sequence, sample rate in the acquisition configuration information
With the priority of sampling parameter.
Include following at least one according to the step of acquisition configuration information of the application and the terminal configuration of application place：Match
The upload condition and/or sampling condition for setting parameter information, are added to acquisition configuration information by upload condition and/or sampling condition
In；Terminal-pair where configuring the application answers the acquisition threshold value of memory, and the acquisition threshold value is added in acquisition configuration information；
Terminal-pair where configuring the application answers the upload interval of network type, and upload interval, which is added to the acquisition configuration, believes
In breath；Terminal-pair where configuring the application answers cache threshold, and the cache threshold is added in acquisition configuration information；Institute
State configuration protocol upload sequence, the priority of sample rate and sampling parameter in acquisition configuration information.
Wherein, the data terminal 108, for quiet according to being applied described in acquisition configuration information collection using sampling instrument
The parameter information of state parameter；And dynamic parameter to be collected is determined according to acquisition configuration information using the sampling instrument, according to
Acquire the parameter information of the dynamic parameter in real time according to the operation of the application.
It is described that the parameter information of acquisition parameter is acquired according to acquisition configuration information, including：Using the acquisition work
Parameter information of the tool according to the static parameter applied described in acquisition configuration information collection；Matched according to acquisition using the sampling instrument
Confidence breath determines dynamic parameter to be collected, acquires the parameter information of the dynamic parameter in real time according to the operation of the application.
The data terminal 108, for when detecting the changing interface of the application, the interface before record switching to be upper
One page, the interface after record switching are current page, and the page up and current page, which are added to application interface, to be started in information；When
When detecting that the button of the application is triggered, the corresponding button number of the button is obtained, the button number is updated and corresponds to
Number of clicks, by the button number and number of clicks be added in button click information；Acquire the relevant fortune of application
The row time is as duration information, wherein the duration information includes：Interface run time and application operation time.
The step of operation according to the application acquires the parameter information of the dynamic parameter in real time includes following at least one
Kind：When detecting the changing interface of the application, the interface before record switching is page up, and the interface after record switching is to work as
The page up and current page are added to application interface and started in information by preceding page；When detecting that the button of the application is touched
When hair, the corresponding button number of the button is obtained, the button is updated and numbers corresponding number of clicks, the button is numbered
It is added in button click information with number of clicks；The relevant run time of application is acquired as duration information, wherein institute
Stating duration information includes：Interface run time and application operation time.
Wherein, the parameter information of the static parameter includes at least one of following：Terminal iidentification, version information, channel letter
Breath, network type and resolution information；The parameter information of the dynamic parameter includes at least one of following：Application interface starts letter
Breath, button click information, duration information, exception information and session information.
In the present embodiment, the report generation server 106, for the corresponding customized event of application according to configuration from
Management information is defined, business statistics information is obtained；It is generated according to the self-defined management information and business statistics information self-defined
Event report.
The report generation server generates data sheet according to the data results, including：The report generation
Self-defined management information of the server according to the corresponding customized event of application of configuration, obtains business statistics information；According to described in
Self-defined management information and business statistics information generate customized event report.
The report generation server 106 is additionally operable to obtain the application road of the application from the service management page
Diameter and the application correspond to the customized event information of customized event, wherein the customized event information includes：Thing
Part title and event attribute；Self-defined management information is generated using the application path and customized event information.
It further include the steps that the self-defined management information of configuration：The application of the application is obtained from the service management page
Path and the application correspond to the customized event information of customized event, wherein the customized event information includes：
Event title and event attribute；Self-defined management information is generated using the application path and customized event information.
The report generation server 106 is applied for being determined according to the application path；For each self-defined thing
Part obtains the corresponding logical name of the event title and the corresponding logical attribute of the event attribute；Search the logic
Title corresponds to acquisition parameter, and the corresponding business statistics information of the acquisition parameter is determined according to the logical attribute；And it determines
The corresponding event title of each acquisition parameter generates application using the business statistics information of each event title and corresponding acquisition parameter
Customized event report.
The self-defined management information of the corresponding customized event of application according to configuration, obtains business statistics information；According to institute
It states self-defined management information and business statistics information generates customized event report, including：It determines and answers according to the application path
With；For each customized event, obtains the corresponding logical name of the event title and the event attribute is corresponding patrols
Collect attribute；It searches the logical name and corresponds to acquisition parameter, the corresponding industry of the acquisition parameter is determined according to the logical attribute
Business statistical information；It determines the corresponding event title of each acquisition parameter, is united using the business of each event title and corresponding acquisition parameter
Count the customized event report that information generates application.
Wherein, the acquisition control server is additionally operable to configure the test information that the intended application corresponds to test equipment；
The data analytics server, the parameter information for being additionally operable to correspond to the intended application upload are analyzed；Judge the ginseng
When number information belongs to test equipment, the parameter information for belonging to test equipment is analyzed in real time；The report generation server,
When being additionally operable to judge that the parameter information belongs to test equipment, data sheet is generated in real time according to data results.
The method further includes：The acquisition control server configures the test that the intended application corresponds to test equipment
Information；The data analytics server corresponds to the parameter information uploaded to the intended application and analyzes；Judge the parameter
When information belongs to test equipment, the parameter information for belonging to test equipment is analyzed in real time；The report generation server is sentenced
When the parameter information that breaks belongs to test equipment, data sheet is generated in real time according to data results.
Wherein, the acquisition control server 102, including：Develop configuration server 1024；The exploitation configuration service
Device, for after intended application completes registration, the test that at least one test equipment is configured to the intended application to identify；For institute
It states intended application and configures acquisition parameter to be tested, using test mark and acquisition parameter as test information；The data
Analysis server is additionally operable to obtain the parameter information that intended application corresponds to acquisition parameter from the parameter information of upload；Pass through institute
Terminal parameter counterpart terminal in parameter information is stated to identify；Judge that the terminal iidentification identifies whether phase with test in test equipment table
Together, when the terminal iidentification with any test mark is identical in test equipment table when, judge that parameter information belongs to test equipment.
The test information that the intended application corresponds to test equipment is configured, including：After intended application completes registration, to institute
State the test mark that intended application configures at least one test equipment；Acquisition parameter to be tested is configured for the intended application,
Using test mark and acquisition parameter as test information；The method further includes：The data analytics server is from upper
The parameter information that intended application corresponds to acquisition parameter is obtained in the parameter information of biography；Pass through terminal parameter pair in the parameter information
Answer terminal iidentification；It is identical to judge that the terminal iidentification is identified whether with test in test equipment table, when the terminal iidentification and survey
When any test identifies identical in examination equipment list, judge that parameter information belongs to test equipment.
The data analytics server 104 is additionally operable to the lookup checking parameter from the parameter information and corresponds to check information；
The check information analyze and determines abduction check results.
The method further includes：Data analytics server searches checking parameter from the parameter information and corresponds to verification letter
Breath；The check information analyze and determines abduction check results.
The data analytics server 104, the parameter identification for determining checking parameter are searched from the parameter information
The parameter identification corresponds to check information；Detect whether the check information is target information；If the check information is not mesh
Information is marked, determines that flow exists and kidnaps exception, record is kidnapped abnormal in the abduction check results；If the check information is
Target information determines that data transmission is normal, and record transmission is normal in the abduction check results.
Checking parameter is searched from the parameter information corresponds to check information；The check information is carried out to analyze determining misfortune
Check results are held, including：The parameter identification for determining checking parameter searches the parameter identification from the parameter information and corresponds to school
Test information；Detect whether the check information is target information；If the check information is not target information, determine that flow exists
Kidnap abnormal, the record abduction exception in the abduction check results；If the check information is target information, determine that data pass
Defeated normal, record transmission is normal in the abduction check results.
The data analytics server 104 is additionally operable to search storage parameter correspondence storage information from the parameter information；
According to the storage infomation detection quality of data, quality indicator result is determined.
The method further includes：The data analytics server is searched storage parameter correspondence from the parameter information and is deposited
Store up information；According to the storage infomation detection quality of data, quality indicator result is determined.
The data analytics server 104, the storage mark for determining storage parameter, is searched from the parameter information
The corresponding storage information of storage mark；According at least one terminal iidentification of the storage information searching；When the storage information
A corresponding terminal iidentification, generates up-to-standard quality indicator result；When the storage information corresponds to more than one terminal mark
Know, searches the terminal iidentification and correspond to successfully upload information；Each terminal iidentification is corresponded to upload successful information to be ranked up, foundation
When ranking results determine that redundancy is not present in the upload successful information, judges data exception, generate the quality indicator of data exception
As a result.
Storage parameter is searched from the parameter information corresponds to storage information；According to the storage infomation detection data matter
Amount, determines quality indicator as a result, including：The storage mark for determining storage parameter, searches the storage from the parameter information
The corresponding storage information of mark；According at least one terminal iidentification of the storage information searching；When the storage information corresponds to one
Terminal iidentification generates up-to-standard quality indicator result；When the storage information corresponds to more than one terminal iidentification, lookup institute
It states terminal iidentification and corresponds to successfully upload information；Each terminal iidentification is corresponded to upload successful information to be ranked up, according to ranking results
When determining that redundancy is not present in the upload successful information, judges data exception, generate the quality indicator result of data exception.
For device embodiments, since it is basically similar to the method embodiment, so fairly simple, the correlation of description
Place illustrates referring to the part of embodiment of the method.
Algorithm and display be not inherently related to any certain computer, virtual system or miscellaneous equipment provided herein.
Various general-purpose systems can also be used together with teaching based on this.As described above, it constructs required by this kind of system
Structure be obvious.In addition, the present invention is not also directed to any certain programmed language.It should be understood that can utilize various
Programming language realizes the content of invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention
Example can be put into practice without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this description.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of each inventive aspect,
Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：It is i.e. required to protect
Shield the present invention claims the more features of feature than being expressly recited in each claim.More precisely, as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific implementation mode are expressly incorporated in the specific implementation mode, wherein each claim itself
All as a separate embodiment of the present invention.
Those skilled in the art, which are appreciated that, to carry out adaptively the module in the equipment in embodiment
Change and they are arranged in the one or more equipment different from the embodiment.It can be the module or list in embodiment
Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or
Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it may be used any
Combination is disclosed to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so to appoint
Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power
Profit requires, abstract and attached drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
One of meaning mode can use in any combination.
The all parts embodiment of the present invention can be with hardware realization, or to run on one or more processors
Software module realize, or realized with combination thereof.It will be understood by those of skill in the art that can use in practice
In the equipment of microprocessor or digital signal processor (DSP) to realize data acquisition test according to the ... of the embodiment of the present invention
The some or all functions of some or all components.The present invention is also implemented as executing method as described herein
Some or all equipment or program of device (for example, computer program and computer program product).Such reality
The program of the existing present invention can may be stored on the computer-readable medium, or can be with the form of one or more signal.
Such signal can be downloaded from internet website and be obtained, and either be provided on carrier signal or in any other forms
It provides.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability
Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference mark between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.In the unit claims listing several devices, several in these devices can be by the same hardware branch
To embody.The use of word first, second, and third does not indicate that any sequence.These words can be explained and be run after fame
Claim.
The invention discloses A1, a kind of data acquisition test methods, including：
Receive the parameter information uploaded, wherein the parameter information acquires when being application operation for each acquisition parameter
It arrives；
Checking parameter is searched from the parameter information corresponds to check information；
The check information is analyzed, determines and kidnaps check results.
A2, the method as described in A1, lookup checking parameter corresponds to check information from the parameter information, including：It determines
The parameter identification of checking parameter searches the parameter identification from the parameter information and corresponds to check information.
A3, the method as described in A1, it is described that the check information is analyzed, it determines and kidnaps check results, including：
Detect whether the check information is target information；
If the check information is not target information, determines that flow exists and kidnap exception, in the abduction check results
Record is kidnapped abnormal.
A4, the method as described in A3, it is described that the check information is analyzed, it determines and kidnaps check results, further include：
If the check information is target information, determine that data transmission is normal, records and pass in the abduction check results
It is defeated normal.
A5, the method as described in A3 or A4, the checking parameter is by reference, the check information is for IP on the last time
Location information, the IP address information include the IP address information uploaded the parameter information last time.
A6, the method as described in A5, whether the detection check information is target information, including：
The IP address information is detected to match with the target address information in address list.
A7, the method as described in A1, the parameter information of the upload include：Transfer returns to the parameter of destination address after abduction
Information, and the parameter information of destination address is directly uploaded, wherein the destination address belongs to address list.
The invention also discloses B8, a kind of data acquisition test devices, including：
Parameter information receiving module, for receiving the parameter information uploaded, wherein when the parameter information is application operation
It is collected for each acquisition parameter；
Check information acquisition module corresponds to check information for searching checking parameter from the parameter information；
Check results determining module determines for analyzing the check information and kidnaps check results.
B9, the device as described in B8, which is characterized in that
The check information acquisition module is specifically used for determining the parameter identification of checking parameter, from the parameter information
It searches the parameter identification and corresponds to check information.
B10, the device as described in B8, which is characterized in that the check results analysis module, including：
Detection sub-module, for detecting whether the check information is target information；
Abnormal determination sub-module, for when the check information is not target information, determining that flow exists and kidnapping exception,
Record is kidnapped abnormal in the abduction check results.
B11, the device as described in B10, which is characterized in that the check results analysis module further includes：
Normal determination sub-module, for when the check information is target information, determining that data transmission is normal, described
It is normal to kidnap record transmission in check results.
B12, the device as described in B10 or B11, which is characterized in that the checking parameter be last time on by reference, it is described
Check information is IP address information, and the IP address information includes the IP address information uploaded the parameter information last time.
B13, the device as described in B12, which is characterized in that
The detection sub-module is matched for detecting the IP address information with the target address information in address list.
B14, the device as described in B8, which is characterized in that the parameter information of the upload includes：Transfer returns to mesh after abduction
Address parameter information, and directly upload destination address parameter information, wherein the destination address belongs to address list.
Claims (12)
1. a kind of data acquisition test method, including：
Receive the parameter information uploaded, wherein what the parameter information collected when being application operation for each acquisition parameter；
Checking parameter is searched from the parameter information corresponds to check information；Wherein, the checking parameter is last upload ground
Location, the check information are IP address information, and the IP address information includes the IP address information uploaded the parameter information last time；
The last IP address information uploaded includes：The parameter information passes through a upper network node in network transmission process
IP address information；
The check information is analyzed, determines and kidnaps check results.
2. according to the method described in claim 1, it is characterized in that, searching checking parameter from the parameter information corresponds to verification
Information, including：
The parameter identification for determining checking parameter searches the parameter identification from the parameter information and corresponds to check information.
3. according to the method described in claim 1, it is characterized in that, described analyze the check information, determination is kidnapped
Check results, including：
Detect whether the check information is target information；
If the check information is not target information, determines that flow exists and kidnap exception, recorded in the abduction check results
It kidnaps abnormal.
4. according to the method described in claim 3, it is characterized in that, described analyze the check information, determination is kidnapped
Check results further include：
If the check information is target information, determine that data transmission is normal, record transmits just in the abduction check results
Often.
5. according to the method described in claim 4, it is characterized in that, whether the detection check information is target information,
Including：
The IP address information is detected to match with the target address information in address list.
6. according to the method described in claim 1, it is characterized in that, the parameter information of the upload includes：Transfer is returned after abduction
The parameter information of destination address is returned, and directly uploads the parameter information of destination address, wherein the destination address belongs to address
List.
7. a kind of data acquisition test device, including：
Parameter information receiving module, for receiving the parameter information uploaded, wherein the parameter information is directed to when being application operation
What each acquisition parameter collected；
Check information acquisition module corresponds to check information for searching checking parameter from the parameter information；Wherein, the school
Parameter is tested as by reference, the check information is IP address information, and the IP address information includes on parameter information on the last time
The IP address information once uploaded；The last IP address information uploaded includes：The parameter information is in network transmission mistake
Pass through the IP address information of a upper network node in journey；
Check results determining module determines for analyzing the check information and kidnaps check results.
8. device according to claim 7, which is characterized in that
The check information acquisition module is specifically used for determining the parameter identification of checking parameter, be searched from the parameter information
The parameter identification corresponds to check information.
9. device according to claim 7, which is characterized in that the check results analysis module, including：
Detection sub-module, for detecting whether the check information is target information；
Abnormal determination sub-module, for when the check information is not target information, determining that flow exists and kidnapping exception, in institute
It states and kidnaps record abduction exception in check results.
10. device according to claim 9, which is characterized in that the check results analysis module further includes：
Normal determination sub-module, for when the check information is target information, determining that data transmission is normal, in the abduction
Record transmission is normal in check results.
11. device according to claim 10, which is characterized in that
The detection sub-module is matched for detecting the IP address information with the target address information in address list.
12. device according to claim 7, which is characterized in that the parameter information of the upload includes：Transfer is returned after abduction
The parameter information of destination address is returned, and directly uploads the parameter information of destination address, wherein the destination address belongs to address
List.
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| CN107992417B (en) * | 2017-11-29 | 2019-01-29 | 平安科技（深圳）有限公司 | Test method, device and equipment, readable storage medium storing program for executing based on storing process |
| CN108693846A (en) * | 2018-05-16 | 2018-10-23 | 京东方科技集团股份有限公司 | Control method, production executive system and the equipment interface system of technological parameter |
| CN115001851B (en) * | 2022-07-15 | 2023-04-25 | 深圳市信润富联数字科技有限公司 | Data acquisition docking method, device, equipment and storage medium |
| CN117041305B (en) * | 2023-10-10 | 2024-01-23 | 成都秦川物联网科技股份有限公司 | Offline data management method, device and medium for gas flowmeter based on Internet of things |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101887392A (en) * | 2010-07-06 | 2010-11-17 | 中兴通讯股份有限公司 | Method and device for testing software system operation stability |
| CN104125121A (en) * | 2014-08-15 | 2014-10-29 | 携程计算机技术（上海）有限公司 | Network hijacking behavior detecting system and method |
| CN104239577A (en) * | 2014-10-09 | 2014-12-24 | 北京奇虎科技有限公司 | Method and device for detecting authenticity of webpage data |
| CN104348803A (en) * | 2013-07-31 | 2015-02-11 | 深圳市腾讯计算机系统有限公司 | Link hijacking detecting method and device, user equipment, analysis server and link hijacking detecting system |
| CN104579789A (en) * | 2015-01-23 | 2015-04-29 | 广东能龙教育股份有限公司 | Massive user behavior data acquisition method and system based on message queue |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8151327B2 (en) * | 2006-03-31 | 2012-04-03 | The 41St Parameter, Inc. | Systems and methods for detection of session tampering and fraud prevention |
-
2015
- 2015-12-15 CN CN201510940041.3A patent/CN105515909B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101887392A (en) * | 2010-07-06 | 2010-11-17 | 中兴通讯股份有限公司 | Method and device for testing software system operation stability |
| CN104348803A (en) * | 2013-07-31 | 2015-02-11 | 深圳市腾讯计算机系统有限公司 | Link hijacking detecting method and device, user equipment, analysis server and link hijacking detecting system |
| CN104125121A (en) * | 2014-08-15 | 2014-10-29 | 携程计算机技术（上海）有限公司 | Network hijacking behavior detecting system and method |
| CN104239577A (en) * | 2014-10-09 | 2014-12-24 | 北京奇虎科技有限公司 | Method and device for detecting authenticity of webpage data |
| CN104579789A (en) * | 2015-01-23 | 2015-04-29 | 广东能龙教育股份有限公司 | Massive user behavior data acquisition method and system based on message queue |
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Effective date of registration: 20220718 Address after: Room 801, 8th floor, No. 104, floors 1-19, building 2, yard 6, Jiuxianqiao Road, Chaoyang District, Beijing 100015 Patentee after: BEIJING QIHOO TECHNOLOGY Co.,Ltd. Address before: 100088 room 112, block D, 28 new street, new street, Xicheng District, Beijing (Desheng Park) Patentee before: BEIJING QIHOO TECHNOLOGY Co.,Ltd. Patentee before: Qizhi software (Beijing) Co.,Ltd. |