CN105391602A - Data acquisition test method and device - Google Patents
Data acquisition test method and device Download PDFInfo
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- CN105391602A CN105391602A CN201510938609.8A CN201510938609A CN105391602A CN 105391602 A CN105391602 A CN 105391602A CN 201510938609 A CN201510938609 A CN 201510938609A CN 105391602 A CN105391602 A CN 105391602A
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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
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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
- H04L43/04—Processing captured monitoring data, e.g. for logfile generation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
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- H04L67/10—Protocols in which an application is distributed across nodes in the network
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Abstract
An embodiment of the invention provides a data acquisition test method and device. The method comprises the following steps: receiving uploaded parameter information, wherein the parameter information is obtained by collecting each acquisition parameter when an application operates; searching for storage information corresponding to storage parameters from the parameter information; and detecting data quality according to the storage information and determining the quality check result. The storage information corresponding to the storage parameters is extracted from the parameter information, detection of the data quality is carried out according to the storage information, and whether the uploaded parameter information is false data is determined, that is, the quality check result is determined, so that utilization of the false acquisition data can be prevented, accuracy of data acquisition is ensured, and accuracy degree of the data acquisition is improved.
Description
Technical field
The present invention relates to communication technical field, particularly relate to a kind of data acquisition test method and a kind of data acquisition test device.
Background technology
Along with the fast development of the communication technology, especially along with the popularization of mobile Internet, popularizing of intelligent terminal is more and more faster, and the function of intelligent terminal is also more and more abundanter.Wherein, intelligent terminal realizes its function by installing various application, provides diversified service.
In order to improve service quality, the developer of each service platform needs the data of the data acquisition plan acquisition applications arranged, to understand business demand.Wherein, the application data that different service needed gathers is different.Therefore, the developer of service platform needs the application data acquisition scheme different according to different business settings.
Concrete, the developer of service platform needs the business provided according to service platform, arranges the acquisition parameter of each application, carries out data acquisition, generate the bordereau of this service platform, to understand business demand according to the acquisition parameter arranged to each application.But the Application comparison be arranged on intelligent terminal is many, namely needs the application data of collection many, cause the data acquisition form of each service platform to be difficult to unified.Therefore, the developer of each service platform also needs the data acquisition form defining each application, makes each service platform can gather the data of each application according to the data acquisition form arranged, increases the workload of developer further.
Summary of the invention
In view of the above problems, the present invention is proposed to provide a kind of overcoming the problems referred to above or the data acquisition test method solved the problem at least in part and corresponding data acquisition test device.
According to one aspect of the present invention, provide a kind of data acquisition test method, comprising:
Receive the parameter information uploaded, wherein, collect for each acquisition parameter when described parameter information is application operation;
Stored parameter corresponding stored information is searched from described parameter information;
According to the described storage infomation detection quality of data, determine quality indicator result.
Alternatively, from described parameter information, search stored parameter corresponding stored information, comprising:
Determine the storaging mark of stored parameter, from described parameter information, search described storaging mark corresponding stored information.
Alternatively, according to the described storage infomation detection quality of data, determine quality indicator result, comprising:
According to described at least one terminal iidentification of storage information searching;
Adopt described terminal iidentification to detect the quality of data, determine quality indicator result.
Alternatively, adopt described terminal iidentification to detect the quality of data, determine quality indicator result, comprising:
When the corresponding terminal iidentification of described storage information, generate up-to-standard quality indicator result;
When the corresponding more than one terminal iidentification of described storage information, generate the quality indicator result of data exception.
Alternatively, also comprise: when described terminal iidentification exists more than one terminal iidentification, search the corresponding successful information upload of described terminal iidentification;
Each terminal iidentification correspondence is uploaded successful information sort;
According to ranking results determine described in upload successful information there is not redundancy time, judge data exception.
Alternatively, described stored parameter comprises: secure digital stores SD card parameter, and described stored parameter corresponding stored information comprises: SD card information.
According to a further aspect in the invention, provide a kind of data acquisition test device, comprising:
Parameter information receiver module, for receiving the parameter information uploaded, wherein, collects for each acquisition parameter when described parameter information is application operation;
Store information searching module, for searching stored parameter corresponding stored information from described parameter information;
Data quality checking module, for according to the described storage infomation detection quality of data, determines quality indicator result.
Alternatively, described storage information searching module, specifically for determining the storaging mark of stored parameter, searches described storaging mark corresponding stored information from described parameter information.
Alternatively, described data quality checking module, comprising:
Terminal iidentification searches submodule, for according to described at least one terminal iidentification of storage information searching;
Quality indicator submodule, for adopting described terminal iidentification to detect the quality of data, determines quality indicator result.
Alternatively, described quality indicator submodule, comprising:
Pass result generation unit, for when the corresponding terminal iidentification of described storage information, generates up-to-standard quality indicator result;
Abnormal results generation unit, for when the corresponding more than one terminal iidentification of described storage information, generates the quality indicator result of data exception.
Alternatively, also comprise:
Information upload searches module, for when described terminal iidentification exists more than one terminal iidentification, searches the corresponding successful information upload of described terminal iidentification;
Message ordering module, sorts for each terminal iidentification correspondence is uploaded successful information;
Abnormal judge module, for upload described in determining according to ranking results successful information there is not redundancy time, judge data exception.
Alternatively, described stored parameter comprises: secure digital stores SD card parameter, and described stored parameter corresponding stored information comprises: SD card information.
According to data acquisition test scheme of the present invention, storage information can be searched from the parameter information uploaded, and according to this storage infomation detection quality of data, whether extremely, analyze the data collected, namely judge whether to there is data fabrication, determine quality indicator result, solve thus and cause due to the data fabrication of terminal equipment the problem that the accuracy of data acquisition is low, achieve the beneficial effect of the accuracy improving image data.
Above-mentioned explanation is only the general introduction of technical solution of the present invention, in order to technological means of the present invention can be better understood, and can be implemented according to the content of specification, and can become apparent, below especially exemplified by the specific embodiment of the present invention to allow above and other objects of the present invention, feature and advantage.
Accompanying drawing explanation
By reading hereafter detailed description of the preferred embodiment, various other advantage and benefit will become cheer and bright for those of ordinary skill in the art.Accompanying drawing only for illustrating the object of preferred implementation, and does not think limitation of the present invention.And in whole accompanying drawing, represent identical parts by identical reference symbol.In the accompanying drawings:
Fig. 1 shows the data acquisition and analysis system structured flowchart according to the embodiment of the present invention;
Fig. 2 shows the flow chart of steps of data acquisition test method according to an embodiment of the invention;
Fig. 3 shows the flow chart of steps of data acquisition test method in accordance with another embodiment of the present invention;
Fig. 4 shows the structured flowchart of data acquisition test device according to an embodiment of the invention;
Fig. 5 shows the structured flowchart of data acquisition test device in accordance with another embodiment of the present invention;
Fig. 6 shows data acquisition and analysis system structured flowchart in accordance with another embodiment of the present invention.
Embodiment
Below with reference to accompanying drawings exemplary embodiment of the present disclosure is described in more detail.Although show exemplary embodiment of the present disclosure in accompanying drawing, however should be appreciated that can realize the disclosure in a variety of manners and not should limit by the embodiment set forth here.On the contrary, provide these embodiments to be in order to more thoroughly the disclosure can be understood, and complete for the scope of the present disclosure can be conveyed to those skilled in the art.
Usually, some terminals if the supplier of mobile phone, panel computer, software developer are by gathering the application data be operationally arranged in terminal, and to the data analysis gathered, generate bordereau, to understand business demand.Embodiments provide a kind of data acquisition and analysis system, this system has versatility, can be various application collection, analyzes data and generate different bordereaus.
With reference to Fig. 1, show the data acquisition and analysis system structured flowchart according to the embodiment of the present invention.
This data acquisition and analysis system, comprising: gather Control Server 102, data analytics server 104, report generation server 106 and at least one data terminal 108, be provided with sampling instrument in described data terminal.
Described collection Control Server 102, be handed down to corresponding data terminal for configuring described acquisition configuration information to data terminal, wherein, described configuration information is for controlling the collection of acquisition parameter.
Described data terminal 108, for sampling instrument described in application run time call, gathers according to the parameter information of acquisition configuration information to acquisition parameter; And the parameter information of collection is uploaded to described data analytics server.
Described data analytics server 104, for analyzing the corresponding parameter information of each acquisition parameter uploaded, obtains data results; Described data results is sent to described report generation server.
Described report generation server 106, for generating data sheet according to described data results.
Wherein, described data analytics server, also for searching stored parameter corresponding stored information from described parameter information; According to the described storage infomation detection quality of data, determine quality indicator result.Thus by gathering the control of Control Server, in the data terminal that sampling instrument can be run in application, gather the parameter information of each acquisition parameter.After being uploaded to data analytics server, by the analysis of data analytics server, the quality indicator result of data can be determined, namely judge whether to there is data fabrication phenomenon; And carry out data analysis according to statistical demand and quality indicator result, generate the data sheet of corresponding service.Know user's request, custom etc. by this data sheet, business is adjusted, more meet user's request.
The embodiment of the present invention discusses the quality indicator of data analytics server to the parameter information uploaded in detail.
Embodiment one
With reference to Fig. 2, show the flow chart of steps of data acquisition test method according to an embodiment of the invention, specifically can comprise the steps:
Step 202, receives the parameter information uploaded.
Wherein, collect for each acquisition parameter when described parameter information is application operation.
In fact, when data terminal (abbreviation terminal) is as after mobile phone, panel computer collect application data by sampling instrument, namely after collecting parameter information corresponding to each acquisition parameter, the parameter information collected will be uploaded, the parameter information making data analytics server can receive this to upload.This parameter information can comprise information etc. corresponding to storage information, check information and acquisition parameter.Wherein, store letter can be used for detecting the quality of data, determine quality indicator result, as safe digital card (SecureDigitalMemoryCard) information (being called for short SD card information), multimedia storage card (MultiMediaCard, MMC) information, SM card (SmartMediaCard) information, CF card (CompactFlashCard) information etc.; Check information may be used for analyzing data transmission scenarios, determines to kidnap check results, as IP (InternetProtocol) address information; Parameter information corresponding to acquisition parameter can comprise the parameter information of parameter information corresponding to dynamic parameter and/or static parameter, as the identification information, version information, channel information, network type, resolution information etc. of application interface log-on message, button click information, duration information, abnormal information and session information, application place terminal.The identification information of terminal contains terminal iidentification, may be used for identifying application place terminal.
Step 204, searches stored parameter corresponding stored information from described parameter information.
After receiving parameter information, data analytics server can be analyzed parameter information, searches stored parameter corresponding stored information from described parameter information.Concrete, can need to establish preset stored parameter according to detection, as preset SD card parameter.In the process of data analysis, by searching storage information corresponding to preset stored parameter, just can get the storage information corresponding to this stored parameter.
Optionally, data analytics server by determining the storaging mark of stored parameter, can search described storaging mark corresponding stored information from described parameter information.
As a concrete example of the present invention, stored parameter is hardware store parameter, and as secure digital stores SD card parameter, referred to as SD card parameter, then corresponding storage information is SD card information, and can find SD card mark corresponding to this SD card according to SD card information.Data analytics server, in the process analyzing data, by determining the storaging mark of stored parameter, as SD card identifier, just can be searched and obtaining storage information corresponding to this storaging mark from parameter information, as obtained the corresponding SD card information of SD card parameter.
Step 206, according to the described storage infomation detection quality of data, determines quality indicator result.
Data analytics server is after extracting storage information, storage information is adopted to carry out data quality checking to parameter information, to judge whether the parameter information collected exists data fabrication, namely judges the accuracy of the parameter information collected, determines quality indicator result.Concrete, data analytics server can, according to storage information searching application place terminal counterpart terminal mark, as SD card mark, adopt terminal iidentification to detect the quality of data, namely judges whether parameter information is the data of faking.When the corresponding terminal iidentification of the information of storage, a SD card mark as corresponding in SD card information, i.e. this SD card information correspondence SD card, can decision data normal, namely can determine that the parameter information uploaded is not the data of faking, generate up-to-standard quality indicator result.When the corresponding more than one terminal iidentification of the information of storage, 38 SD cards mark as corresponding in same SD card information, namely same SD jig has 38 SD cards to identify, can decision data exception, namely the parameter information uploaded for the data of faking, may generate the quality indicator result of data exception.
In embodiments of the present invention, by extracting storage information corresponding to stored parameter from the parameter information uploaded, the detection of the quality of data is carried out according to the storage information extracted, judge whether the parameter information uploaded is the data of faking, namely quality indicator result is determined, thus can avoid adopting the image data of faking, ensure the accuracy of data acquisition, thus improve the accuracy of data acquisition.
Embodiment two
With reference to Fig. 3, show the flow chart of steps of data acquisition test method in accordance with another embodiment of the present invention, specifically can comprise the steps:
Step 302, receives the parameter information uploaded.
Wherein, collect for each acquisition parameter when described parameter information is application operation.
In data acquisition and analysis system, gather Control Server based on the data gathered required for each service platform, determine application to be collected.After determining application, Cloud Server can determine static parameter, the dynamic parameter of application to be collected according to application type, and acquisition configuration information is set, make the terminal of each application or application can according to this acquisition configuration information gathering, upload the corresponding parameter information of each acquisition parameter collected.
It should be noted that, static parameter may be used for the static parameter information gathering this application correspondence, as the identification information of application place terminal, version information, channel information, network type and resolution information etc.Wherein, the identification information of terminal contains terminal iidentification, may be used for identifying application place terminal, as M2 value can be calculated based on information such as the hardware of terminal, this M2 value can pass through the calculating such as sequence number, type number, version information, this M2 value can either identify the hardware information that different terminals can not reveal again terminal, ensures the personal secrets of user.Such as, the M2 value of SD card can be calculated based on the information of SD card, the M2 value of SD card is identified as SD card, as adopted the unique identification algorithm of SD card as Message Digest 5 (Message-DigestAlgorithm) i.e. MD algorithm, the information such as the sequence number of SD card, model, Android number are calculated, obtains SD card mark.Version information may be used for the version recording this application correspondence, as the operating system version of terminal, and software version or SDK version etc.Channel information may be used for the acquisition approach identifying this application.Network type may be used for the network type determining to apply place terminal connection.Resolution information may be used for the display resolution determining this application place terminal, and display resolution can be called screen resolution again.
Dynamic parameter may be used for gathering this and is applied in the parameter information generated in running, as application interface log-on message, button click information, duration information, abnormal information and session information etc.Wherein, the page before switching when application interface log-on message is for recording the changing interface of application and the interface after switching; Button click information is used for recording user and clicks the number of clicks that button is numbered and this button numbering is corresponding that in this application, each button is corresponding; Duration information according to start-up time point and shut-in time point determine, as applied running time, interface running time; Abnormal information applies the information of operation exception for recording, as time point or the number of times of application start failure; The message of conversation class of session information for recording this application and operationally producing.
Cloud Server based on the data gathered required for each service platform, can determine application to be collected.After determining application, sampling instrument can determine the dynamic parameter of application to be collected according to application type.Dynamic parameter may be used for gathering this and is applied in the parameter information generated in running, as application interface log-on message, button click information, duration information, abnormal information and session information etc.Sampling instrument according to described application operation Real-time Collection described in the parameter information of dynamic parameter.
Wherein, the page before switching when application interface log-on message is for recording the changing interface of application and the interface after switching; Button click information is used for recording user and clicks the number of clicks that button is numbered and this button numbering is corresponding that in this application, each button is corresponding; Duration information according to start-up time point and shut-in time point determine, as applied running time, interface running time; Abnormal information applies the information of operation exception for recording, as time point or the number of times of application start failure; The message of conversation class of session information for recording this application and operationally producing.
Wherein, according to described application operation Real-time Collection described in the parameter information of dynamic parameter comprise:
When the changing interface of described application being detected, the interface before record switches is page up, and the interface after record switches is current page, described page up and current page is added in application interface log-on message.Namely to user in application interface during Visitor Logs, continuous in order to what ensure to access, can while record current interface an access interface on record, thus each interface record is being current page+page up, if homepage certainly, then page up be sky.
When detecting that the button of described application is triggered, obtaining the button numbering that described button is corresponding, upgrading the number of clicks that described button numbering is corresponding, described button numbering and number of clicks are added in button click information.Can comprise many buttons in application, each button can be numbered to identify different buttons, thus record button is numbered and number of clicks when button is clicked, namely number of clicks is initially 0, often clicks and once namely adds one.
Application can be run by multi-process mode, when usual multi-process runs, application start adopts host process record point start-up time, adopt last process record end time point, but, may occur that host process does not start completely when the application start time is too short, apply buttoned-up problem, the running time of now recording may be just negative value, or some start-up time adopting started last time calculates duration with this end time point of closing, then there will be the situation of duration overlength, cause duration misregister.
For solving above-mentioned inaccurate problem, gather described application relevant running time as duration information, wherein, described duration information comprises: interface running time and application running time.Wherein, the running time that the described application of described collection is relevant comprises as duration information: host process record point start-up time of described application and end time point, according to described start-up time point and end time point record running time, using described running time as duration information.The i.e. application that runs for multi-process of the present embodiment, the record of start and end time all carries out record from employing host process, namely host process record point start-up time is adopted during application start, application closedown adopts host process record end time point, thus the difference that the calculating end time puts and start-up time puts is running time, guarantee that accurate recording runs duration.
In the embodiment of the present invention, Cloud Server can connect each application place terminal by mode that is wireless or wired connection and issues configuration information, thus after sampling instrument collects the parameter information of each acquisition parameter, parameter information corresponding to acquisition parameter can be uploaded to data analytics server.Data analytics server can be analyzed parameter information according to preset algorithm, and report generation server Corpus--based Method result generates the business information required for each service platform, as generated bordereau, determining operational indicator etc.
Step 304, determines the storaging mark of stored parameter, searches described storaging mark corresponding stored information from described parameter information.
In embodiments of the present invention, Data analysis server can according to the demand of data quality checking, determine the required storage information extracted, adopt the storage information extracted to carry out data quality checking to parameter information, whether abnormal to judge the parameter information uploaded.Concrete, by determining the storaging mark of stored parameter, just can search according to determined parameter identification; If find determined storaging mark corresponding stored information from parameter information, just the storage information found can be extracted, to carry out the detection of the quality of data to the parameter information uploaded, whether the parameter information uploaded as judged is the data of faking.
In fact, the stored parameter that data analytics server is arranged can comprise SD card parameter, then stored parameter corresponding stored information can comprise SD card information.As a concrete example of the present invention, data analytics server by determining SD card identifier, just can be searched the parameter information received according to SD card identifier, extracts the corresponding SD card information of this SD card identifier from parameter information.
It should be noted that, each SD jig has unique corresponding SD card mark, and SD card information may be used for the SD card searched corresponding to SD card identifies.
Step 306, according to described at least one terminal iidentification of storage information searching.
After extraction storage information, just can carry out data quality checking according to storage information, judge whether the parameter information collected exists data fabrication.Concrete, from all parameter informations received, extract the identification information of each terminal; And judge the whether corresponding storage information extracted of the terminal iidentification of extracted identification information; If the terminal iidentification whether corresponding storage information extracted, namely can determine that extracted storage information is the storage information of this terminal, set up extract the corresponding relation of the terminal iidentification of storage information and this terminal.
As a concrete example of the present invention, suppose that terminal A, terminal B and terminal C connect same SD card, be labeled as SD card 1, and the SD card information of SD card 1 is labeled as SD card information 1; Terminal D connects another SD card, is labeled as SD card 2, and the SD card information of SD card 2 is labeled as SD card information 2.When data analytics server extracts SD card information from the parameter information that terminal A, terminal B or terminal C upload, the SD card information that it extracts is SD card information 1, SD card mark is searched according to SD card information 1, the SD card that SD card identifies and terminal C the is corresponding mark that the SD card mark that terminal A can be found corresponding, terminal B are corresponding, namely search according to SD card information 1 parameter information uploaded, 3 SD card marks corresponding to SD card information 1 can be obtained.When data analytics server extracts SD card information from the parameter information that terminal D is uploaded, the SD card information that it extracts is SD card information 2, SD card mark is searched according to SD card information 2, the SD card mark that terminal D can be found corresponding, namely search according to SD card information 2 parameter information uploaded, 1 SD card mark corresponding to SD card information 2 can be obtained.
Step 308, adopts described terminal iidentification to detect the quality of data, determines quality indicator result.
In specific implementation, data analytics server can be added up the terminal iidentification corresponding to storage information, determine the quantity that this storage information counterpart terminal identifies, quantity based on terminal iidentification judges whether this storage information belongs to a terminal, is equivalent to judge whether this parameter information corresponding to storage information exists data fabrication.If the quantity of the terminal iidentification that storage information is corresponding is 1, then this storage information belongs to a terminal, as in above-mentioned example, SD card information 2 belongs to terminal D, can judge that the data collected are normal, namely determine that the parameter information corresponding to SD card information 2 is not the data of faking, generate the quality indicator result that this data acquisition quality is qualified.If the quantity of the terminal iidentification that storage information is corresponding is not 1, then this storage information is not belong to a terminal, as in above-mentioned example, SD card information 1 belongs to 3 terminals, the data exception collected can be judged, namely the parameter information corresponding to SD card information 1 may be the data of faking, and generates the quality indicator result of this data exception.
Optionally, when the corresponding terminal iidentification of described storage information, up-to-standard quality indicator result is generated.When the corresponding more than one terminal iidentification of described storage information, generate the quality indicator result of data exception.
Concrete, when the corresponding terminal iidentification of the information of storage, data analytics server can judge that this parameter information corresponding to storage information is normal data, this parameter information can be adopted to carry out data analysis, generate the data sheet required for each service platform, to understand business demand, business is adjusted.
Optionally, when described terminal iidentification exists more than one terminal iidentification, search the corresponding successful information upload of described terminal iidentification; Each terminal iidentification correspondence is uploaded successful information sort; According to ranking results determine described in upload successful information there is not redundancy time, judge data exception.
In fact, the terminal equipment at some application places, as display, does not have memory space in this locality, by connection handling device or hard disk, utilizes the memory space deal with data of processor or hard disk.Wherein, multiple terminal can share the memory space deal with data of same processor or hard disk, as multiple display connects same SD card, namely shares the memory space of same SD card.In image data process, carry out data acquisition to the multiple terminals connecting same hard disk or processor, the parameter information collected in fact is the data of same hard disk or processor.
When the corresponding more than one terminal iidentification of the information of storage, data analytics server can search the corresponding successful information upload of each terminal iidentification, as Successful transmissions log information (transformation).The corresponding successful information upload of terminal iidentification includes Successful transmissions number of times, as the number of times transformationtimes (referred to as tt value) of Successful transmissions daily record.Successfully upload the parameter information collected each time, tt value increases, as automatically added 1 according to unit value automatically.
When the information of storage counterpart terminal mark is more than one, each terminal iidentification correspondence can be uploaded successful information and sort by data analytics server, as sorted according to the size of tt value, judges whether upload successful information exists redundancy based on ranking results.When uploading successful information and there is not redundancy, can determine that multiple terminal iidentifications corresponding to storage information are in fact the data of same processor or hard disk, namely there is data fabrication, decision data is abnormal.In conjunction with above-mentioned example, corresponding 3 the SD cards mark of SD card information 1, data analytics server, according to the size of tt value, sorts to the number of times of Successful transmissions daily record, judges whether the number of times of Successful transmissions daily record repeats, when the number of times of Successful transmissions daily record does not repeat, namely when the number of times of Successful transmissions daily record does not exist redundancy, can decision data abnormal, if the tt value supposing the SD card mark that terminal A is corresponding is 1, the tt value of the SD card mark that terminal B is corresponding is 3, the tt value of the SD card mark that terminal C is corresponding is 2, namely there is not redundancy in the number of times of Successful transmissions daily record, can judge that the parameter information comprising SD card information 1 is abnormal, be equivalent to determine that the parameter information comprising SD card information 1 exists data fabrication, generate the quality indicator result of data exception, this parameter information is avoided to carry out data analysis, namely avoid adopting abnormal parameter information to analyze, improve the accuracy of data acquisition.
In embodiments of the present invention, when the corresponding more than one terminal iidentification of the information of storage, data analytics server can decision data abnormal, generate the quality indicator result of data exception, to avoid adopting abnormal data to carry out data analysis, ensure the accuracy of data results.
For embodiment of the method, in order to simple description, therefore it is all expressed as a series of combination of actions, but those skilled in the art should know, the embodiment of the present invention is not by the restriction of described sequence of movement, because according to the embodiment of the present invention, some step can adopt other orders or carry out simultaneously.Secondly, those skilled in the art also should know, the embodiment described in specification all belongs to preferred embodiment, and involved action might not be that the embodiment of the present invention is necessary.
Embodiment three
With reference to Fig. 4, show the structured flowchart of data acquisition test device according to an embodiment of the invention, specifically can comprise as lower module:
Parameter information receiver module 402, for receiving the parameter information uploaded.
Wherein, collect for each acquisition parameter when described parameter information is application operation.
Store information searching module 404, for searching stored parameter corresponding stored information from described parameter information.
Data quality checking module 406, for according to the described storage infomation detection quality of data, determines quality indicator result.
In embodiments of the present invention, by extracting storage information corresponding to stored parameter from the parameter information uploaded, the detection of the quality of data is carried out according to the storage information extracted, judge whether the parameter information uploaded is the data of faking, namely quality indicator result is determined, thus can avoid adopting the image data of faking, ensure the accuracy of data acquisition, thus improve the accuracy of data acquisition.
With reference to Fig. 5, show the structured flowchart of data acquisition test device according to an embodiment of the invention, specifically can comprise as lower module:
In one preferred embodiment of the invention, storing information searching module 404, specifically for determining the storaging mark of stored parameter, from described parameter information, searching described storaging mark corresponding stored information.
Optionally, data quality checking module 406 can comprise:
Wherein, terminal iidentification searches submodule 4060, for according to described at least one terminal iidentification of storage information searching.Quality indicator submodule 4062, for adopting described terminal iidentification to detect the quality of data, determines quality indicator result.
Optionally, quality indicator submodule 4062 can comprise with lower unit:
Pass result generation unit 40620, for when the corresponding terminal iidentification of described storage information, generates up-to-standard quality indicator result.
Abnormal results generation unit 40622, for when the corresponding more than one terminal iidentification of described storage information, generates the quality indicator result of data exception.
In a preferred embodiment of the invention, data acquisition test device can also comprise with lower module:
Information upload searches module 408, for when described terminal iidentification exists more than one terminal iidentification, searches the corresponding successful information upload of described terminal iidentification.
Message ordering module 410, sorts for each terminal iidentification correspondence is uploaded successful information;
Abnormal judge module 412, for upload described in determining according to ranking results successful information there is not redundancy time, judge data exception.Wherein, abnormal judge module 412 can also trigger abnormal results generation unit 40622, makes abnormal results generation unit 40622 generate the quality indicator result of data exception.
Optionally, stored parameter can comprise secure digital storage SD card parameter; Stored parameter corresponding stored information can comprise: SD card information.
In above-mentioned data acquisition and analysis system, the data acquisition unit of the present embodiment can be configured in data analytics server, as shown in Figure 6, this data acquisition and analysis system, comprise: gather Control Server 102, data analytics server 104, report generation server 106 and at least one data terminal 108, in described data terminal, sampling instrument is installed.Gather Control Server 102 to comprise: cloud control server 1022 and exploitation configuration server 1024.
Wherein, gather Control Server 102 to configure described acquisition configuration information to data terminal and be handed down to corresponding data terminal 108; Described data terminal 108 is sampling instrument described in application run time call, gathers according to the parameter information of acquisition configuration information to acquisition parameter; The parameter information of collection is uploaded to described collection Control Server 104 by described data terminal 108; Described data analytics server 104 is analyzed the corresponding parameter information of each acquisition parameter uploaded, and obtains data results; Described data results is sent to described report generation server 106 by described data analytics server 104; Described report generation server 106 generates data sheet according to described data results.
In an example, described collection Control Server 102, be handed down to corresponding data terminal for configuring described acquisition configuration information to data terminal, wherein, described configuration information is for controlling the collection of acquisition parameter; Described data terminal 108, for sampling instrument described in application run time call, gathers according to the parameter information of acquisition configuration information to acquisition parameter; And the parameter information of collection is uploaded to described data analytics server; Described data analytics server 104, for analyzing the corresponding parameter information of each acquisition parameter uploaded, obtains data results; Described data results is sent to described report generation server; Described report generation server 106, for generating data sheet according to described data results.
In an embodiment, described collection Control Server 102 comprises cloud control server 1022; Described cloud control server 1022, for determining the acquisition parameter of described application according to application type, wherein, described acquisition parameter comprises: dynamic parameter and/or static parameter; According to described application and application place terminal configuration acquisition configuration information, wherein, described acquisition configuration information is for controlling the collection of described acquisition parameter and uploading; Acquisition parameter and acquisition configuration information are handed down to the data terminal at application place.
Wherein, described collection Control Server configures described acquisition configuration information to data terminal and is handed down to corresponding data terminal, comprise: described collection Control Server determines the acquisition parameter of described application according to application type, wherein, described acquisition parameter comprises: dynamic parameter and/or static parameter; According to described application and the acquisition configuration information applying place terminal configuration, wherein, described acquisition configuration information is for controlling the collection of described acquisition parameter and uploading; Acquisition parameter and acquisition configuration information are handed down to the data terminal at application place.
Described cloud control server 1022, for condition of uploading and/or the sampling condition of configuration parameter information, will upload condition and/or sampling condition adds in acquisition configuration information; Configure the collection threshold value of the corresponding internal memory of described application place terminal, described collection threshold value is added in acquisition configuration information; What configure described application place terminal map network type uploads interval, adds in described acquisition configuration information by described interval of uploading; Configure the corresponding cache threshold of described application place terminal, described cache threshold is added in acquisition configuration information; And configuration protocol uploads the priority of order, sample rate and sampling parameter in described acquisition configuration information.
Step according to the acquisition configuration information of described application and application place terminal configuration comprises following at least one: the condition of uploading of configuration parameter information and/or sampling condition, will upload condition and/or sampling condition adds in acquisition configuration information; Configure the collection threshold value of the corresponding internal memory of described application place terminal, described collection threshold value is added in acquisition configuration information; What configure described application place terminal map network type uploads interval, adds in described acquisition configuration information by described interval of uploading; Configure the corresponding cache threshold of described application place terminal, described cache threshold is added in acquisition configuration information; In described acquisition configuration information, configuration protocol uploads the priority of order, sample rate and sampling parameter.
Wherein, described data terminal 108, for adopting sampling instrument according to the parameter information of the static parameter applied described in acquisition configuration information gathering; And, adopt described sampling instrument to determine dynamic parameter to be collected according to acquisition configuration information, according to described application operation Real-time Collection described in the parameter information of dynamic parameter.
The parameter information of described foundation acquisition configuration information to acquisition parameter gathers, and comprising: adopt described sampling instrument according to the parameter information of the static parameter applied described in acquisition configuration information gathering; Adopt described sampling instrument to determine dynamic parameter to be collected according to acquisition configuration information, according to described application operation Real-time Collection described in the parameter information of dynamic parameter.
Described data terminal 108, for when the changing interface of described application being detected, the interface before record switches is page up, and the interface after record switches is current page, described page up and current page is added in application interface log-on message; When detecting that the button of described application is triggered, obtaining the button numbering that described button is corresponding, upgrading the number of clicks that described button numbering is corresponding, described button numbering and number of clicks are added in button click information; Gather described application relevant running time as duration information, wherein, described duration information comprises: interface running time and application running time.
According to described application operation Real-time Collection described in the step of parameter information of dynamic parameter comprise following at least one: when the changing interface of described application being detected, interface before record switches is page up, interface after record switches is current page, described page up and current page is added in application interface log-on message; When detecting that the button of described application is triggered, obtaining the button numbering that described button is corresponding, upgrading the number of clicks that described button numbering is corresponding, described button numbering and number of clicks are added in button click information; Gather described application relevant running time as duration information, wherein, described duration information comprises: interface running time and application running time.
Wherein, the parameter information of described static parameter comprises following at least one item: terminal iidentification, version information, channel information, network type and resolution information; The parameter information of described dynamic parameter comprises following at least one item: application interface log-on message, button click information, duration information, abnormal information and session information.
In the present embodiment, described report generation server 106, for the self-defined management information of the corresponding customized event of application according to configuration, obtains business statistics information; Customized event form is generated according to described self-defined management information and business statistics information.
Described report generation server generates data sheet according to described data results, comprising: described report generation server, according to the self-defined management information of the corresponding customized event of application of configuration, obtains business statistics information; Customized event form is generated according to described self-defined management information and business statistics information.
Described report generation server 106, also for obtaining the application path of described application from the described service management page, and the customized event information of the corresponding customized event of described application, wherein, described customized event information comprises: event title and event attribute; Described application path and customized event information is adopted to generate self-defined management information.
Also comprise the step configuring self-defined management information: the application path obtaining described application from the described service management page, and the customized event information of the corresponding customized event of described application, wherein, described customized event information comprises: event title and event attribute; Described application path and customized event information is adopted to generate self-defined management information.
Described report generation server 106, for determining application according to described application path; For each customized event, obtain the logical name that described event title is corresponding, and the logical attribute that described event attribute is corresponding; Search the corresponding acquisition parameter of described logical name, determine according to described logical attribute the business statistics information that described acquisition parameter is corresponding; And determine the event title that each acquisition parameter is corresponding, adopt the business statistics information of each event title and corresponding acquisition parameter to generate the customized event form of application.
The self-defined management information of the corresponding customized event of the application according to configuration, obtains business statistics information; Generate customized event form according to described self-defined management information and business statistics information, comprising: determine application according to described application path; For each customized event, obtain the logical name that described event title is corresponding, and the logical attribute that described event attribute is corresponding; Search the corresponding acquisition parameter of described logical name, determine according to described logical attribute the business statistics information that described acquisition parameter is corresponding; Determine the event title that each acquisition parameter is corresponding, adopt the business statistics information of each event title and corresponding acquisition parameter to generate the customized event form of application.
Wherein, described collection Control Server, also for configuring the detecting information of the corresponding testing equipment of described target application; Described data analytics server, the parameter information also for uploading described target application correspondence is analyzed; When judging that described parameter information belongs to testing equipment, in real time the parameter information belonging to testing equipment is analyzed; Described report generation server, time also for judging that described parameter information belongs to testing equipment, generates data sheet in real time according to data results.
Described method also comprises: described collection Control Server configures the detecting information of the corresponding testing equipment of described target application; Described data analytics server is analyzed the parameter information that described target application correspondence is uploaded; When judging that described parameter information belongs to testing equipment, in real time the parameter information belonging to testing equipment is analyzed; When described report generation server judges that described parameter information belongs to testing equipment, generate data sheet in real time according to data results.
Wherein, described collection Control Server 102, comprising: exploitation configuration server 1024; Described exploitation configuration server, for after target application completes registration, configures the test mark of at least one testing equipment to described target application; For described target application configures acquisition parameter to be tested, using described test mark and acquisition parameter as detecting information; Described data analytics server, also for obtaining the parameter information of the corresponding acquisition parameter of target application from the parameter information uploaded; By terminal parameter counterpart terminal mark in described parameter information; Judge described terminal iidentification with test in testing equipment table identify whether identical, when described terminal iidentification with in testing equipment table arbitrary test identify identical time, judge that parameter information belongs to testing equipment.
Configure the detecting information of the corresponding testing equipment of described target application, comprising: after target application completes registration, described target application is configured to the test mark of at least one testing equipment; For described target application configures acquisition parameter to be tested, using described test mark and acquisition parameter as detecting information; Described method also comprises: described data analytics server obtains the parameter information of the corresponding acquisition parameter of target application from the parameter information uploaded; By terminal parameter counterpart terminal mark in described parameter information; Judge described terminal iidentification with test in testing equipment table identify whether identical, when described terminal iidentification with in testing equipment table arbitrary test identify identical time, judge that parameter information belongs to testing equipment.
Described data analytics server 104, also for searching the corresponding check information of checking parameter from described parameter information; Carry out analysis to described check information to determine to kidnap check results.
Described method also comprises: data analytics server searches the corresponding check information of checking parameter from described parameter information; Carry out analysis to described check information to determine to kidnap check results.
Described data analytics server 104, for determining the parameter identification of checking parameter, searches the corresponding check information of described parameter identification from described parameter information; Whether detect described check information is target information; If described check information is not target information, determine that flow exists and kidnap extremely, in described abduction check results, record is kidnapped abnormal; If described check information is target information, determine that transfer of data is normal, in described abduction check results, record transmission is normal.
The corresponding check information of checking parameter is searched from described parameter information; Carry out analysis to described check information to determine to kidnap check results, comprising: the parameter identification determining checking parameter, from described parameter information, search the corresponding check information of described parameter identification; Whether detect described check information is target information; If described check information is not target information, determine that flow exists and kidnap extremely, in described abduction check results, record is kidnapped abnormal; If described check information is target information, determine that transfer of data is normal, in described abduction check results, record transmission is normal.
Described data analytics server 104, also for searching stored parameter corresponding stored information from described parameter information; According to the described storage infomation detection quality of data, determine quality indicator result.
Described method also comprises: described data analytics server searches stored parameter corresponding stored information from described parameter information; According to the described storage infomation detection quality of data, determine quality indicator result.
Described data analytics server 104, for determining the storaging mark of stored parameter, searches described storaging mark corresponding stored information from described parameter information; According to described at least one terminal iidentification of storage information searching; When the corresponding terminal iidentification of described storage information, generate up-to-standard quality indicator result; When the corresponding more than one terminal iidentification of described storage information, search the corresponding successful information upload of described terminal iidentification; Each terminal iidentification correspondence is uploaded successful information sort, according to ranking results determine described in upload successful information there is not redundancy time, judge data exception, generation data exception quality indicator result.
Stored parameter corresponding stored information is searched from described parameter information; According to the described storage infomation detection quality of data, determine quality indicator result, comprising: the storaging mark determining stored parameter, from described parameter information, search described storaging mark corresponding stored information; According to described at least one terminal iidentification of storage information searching; When the corresponding terminal iidentification of described storage information, generate up-to-standard quality indicator result; When the corresponding more than one terminal iidentification of described storage information, search the corresponding successful information upload of described terminal iidentification; Each terminal iidentification correspondence is uploaded successful information sort, according to ranking results determine described in upload successful information there is not redundancy time, judge data exception, generation data exception quality indicator result.
For device embodiment, due to itself and embodiment of the method basic simlarity, so description is fairly simple, relevant part illustrates see the part of embodiment of the method.
Intrinsic not relevant to any certain computer, virtual system or miscellaneous equipment with display at this algorithm provided.Various general-purpose system also can with use based on together with this teaching.According to description above, the structure constructed required by this type systematic is apparent.In addition, the present invention is not also for any certain programmed language.It should be understood that and various programming language can be utilized to realize content of the present invention described here, and the description done language-specific is above to disclose preferred forms of the present invention.
In specification provided herein, describe a large amount of detail.But can understand, embodiments of the invention can be put into practice when not having these details.In some instances, be not shown specifically known method, structure and technology, so that not fuzzy understanding of this description.
Similarly, be to be understood that, in order to simplify the disclosure and to help to understand in each inventive aspect one or more, in the description above to exemplary embodiment of the present invention, each feature of the present invention is grouped together in single embodiment, figure or the description to it sometimes.But, the method for the disclosure should be construed to the following intention of reflection: namely the present invention for required protection requires feature more more than the feature clearly recorded in each claim.Or rather, as claims below reflect, all features of disclosed single embodiment before inventive aspect is to be less than.Therefore, the claims following embodiment are incorporated to this embodiment thus clearly, and wherein each claim itself is as independent embodiment of the present invention.
Those skilled in the art are appreciated that and adaptively can change the module in the equipment in embodiment and they are arranged in one or more equipment different from this embodiment.Module in embodiment or unit or assembly can be combined into a module or unit or assembly, and multiple submodule or subelement or sub-component can be put them in addition.Except at least some in such feature and/or process or unit be mutually repel except, any combination can be adopted to combine all processes of all features disclosed in this specification (comprising adjoint claim, summary and accompanying drawing) and so disclosed any method or equipment or unit.Unless expressly stated otherwise, each feature disclosed in this specification (comprising adjoint claim, summary and accompanying drawing) can by providing identical, alternative features that is equivalent or similar object replaces.
In addition, those skilled in the art can understand, although embodiments more described herein to comprise in other embodiment some included feature instead of further feature, the combination of the feature of different embodiment means and to be within scope of the present invention and to form different embodiments.Such as, in the following claims, the one of any of embodiment required for protection can use with arbitrary compound mode.
All parts embodiment of the present invention with hardware implementing, or can realize with the software module run on one or more processor, or realizes with their combination.It will be understood by those of skill in the art that the some or all functions that microprocessor or digital signal processor (DSP) can be used in practice to realize according to the some or all parts in the equipment of the data acquisition test of the embodiment of the present invention.The present invention can also be embodied as part or all equipment for performing method as described herein or device program (such as, computer program and computer program).Realizing program of the present invention and can store on a computer-readable medium like this, or the form of one or more signal can be had.Such signal can be downloaded from internet website and obtain, or provides on carrier signal, or provides with any other form.
The present invention will be described instead of limit the invention to it should be noted above-described embodiment, and those skilled in the art can design alternative embodiment when not departing from the scope of claims.In the claims, any reference symbol between bracket should be configured to limitations on claims.Word " comprises " not to be got rid of existence and does not arrange element in the claims or step.Word "a" or "an" before being positioned at element is not got rid of and be there is multiple such element.The present invention can by means of including the hardware of some different elements and realizing by means of the computer of suitably programming.In the unit claim listing some devices, several in these devices can be carry out imbody by same hardware branch.Word first, second and third-class use do not represent any order.Can be title by these word explanations.
The invention discloses A1, a kind of data acquisition test method, comprising:
Receive the parameter information uploaded, wherein, collect for each acquisition parameter when described parameter information is application operation;
Stored parameter corresponding stored information is searched from described parameter information;
According to the described storage infomation detection quality of data, determine quality indicator result.
A2, method as described in A1, from described parameter information, search stored parameter corresponding stored information, comprising:
Determine the storaging mark of stored parameter, from described parameter information, search described storaging mark corresponding stored information.
A3, method as described in A2, according to the described storage infomation detection quality of data, determine quality indicator result, comprising:
According to described at least one terminal iidentification of storage information searching;
Adopt described terminal iidentification to detect the quality of data, determine quality indicator result.
A4, method as described in A3, adopt described terminal iidentification to detect the quality of data, determine quality indicator result, comprising:
When the corresponding terminal iidentification of described storage information, generate up-to-standard quality indicator result;
When the corresponding more than one terminal iidentification of described storage information, generate the quality indicator result of data exception.
A5, method as described in A4, also comprise:
When described terminal iidentification exists more than one terminal iidentification, search the corresponding successful information upload of described terminal iidentification;
Each terminal iidentification correspondence is uploaded successful information sort;
According to ranking results determine described in upload successful information there is not redundancy time, judge data exception.
A6, as arbitrary in A1 to A5 as described in method, described stored parameter comprises: secure digital stores SD card parameter, and described stored parameter corresponding stored information comprises: SD card information.
The invention also discloses B7, a kind of data acquisition test device, comprising:
Parameter information receiver module, for receiving the parameter information uploaded, wherein, collects for each acquisition parameter when described parameter information is application operation;
Store information searching module, for searching stored parameter corresponding stored information from described parameter information;
Data quality checking module, for according to the described storage infomation detection quality of data, determines quality indicator result.
B8, device as described in B7, described storage information searching module, specifically for determining the storaging mark of stored parameter, searches described storaging mark corresponding stored information from described parameter information.
B9, device as described in B8, described data quality checking module, comprising:
Terminal iidentification searches submodule, for according to described at least one terminal iidentification of storage information searching;
Quality indicator submodule, for adopting described terminal iidentification to detect the quality of data, determines quality indicator result.
B10, device as described in B9, described quality indicator submodule, comprising:
Pass result generation unit, for when the corresponding terminal iidentification of described storage information, generates up-to-standard quality indicator result;
Abnormal results generation unit, for when the corresponding more than one terminal iidentification of described storage information, generates the quality indicator result of data exception.
B11, device as described in B10, also comprise:
Information upload searches module, for when described terminal iidentification exists more than one terminal iidentification, searches the corresponding successful information upload of described terminal iidentification;
Message ordering module, sorts for each terminal iidentification correspondence is uploaded successful information;
Abnormal judge module, for upload described in determining according to ranking results successful information there is not redundancy time, judge data exception.
B12, as arbitrary in B7 to B11 as described in device, described stored parameter comprises: secure digital stores SD card parameter, and described stored parameter corresponding stored information comprises: SD card information.
Claims (10)
1. a data acquisition test method, comprising:
Receive the parameter information uploaded, wherein, collect for each acquisition parameter when described parameter information is application operation;
Stored parameter corresponding stored information is searched from described parameter information;
According to the described storage infomation detection quality of data, determine quality indicator result.
2. method according to claim 1, is characterized in that, searches stored parameter corresponding stored information, comprising from described parameter information:
Determine the storaging mark of stored parameter, from described parameter information, search described storaging mark corresponding stored information.
3. method according to claim 2, is characterized in that, according to the described storage infomation detection quality of data, determines quality indicator result, comprising:
According to described at least one terminal iidentification of storage information searching;
Adopt described terminal iidentification to detect the quality of data, determine quality indicator result.
4. method according to claim 3, is characterized in that, adopts described terminal iidentification to detect the quality of data, determines quality indicator result, comprising:
When the corresponding terminal iidentification of described storage information, generate up-to-standard quality indicator result;
When the corresponding more than one terminal iidentification of described storage information, generate the quality indicator result of data exception.
5. method according to claim 4, also comprises:
When described terminal iidentification exists more than one terminal iidentification, search the corresponding successful information upload of described terminal iidentification;
Each terminal iidentification correspondence is uploaded successful information sort;
According to ranking results determine described in upload successful information there is not redundancy time, judge data exception.
6. according to the arbitrary described method of claim 1 to 5, it is characterized in that, described stored parameter comprises: secure digital stores SD card parameter, and described stored parameter corresponding stored information comprises: SD card information.
7. a data acquisition test device, comprising:
Parameter information receiver module, for receiving the parameter information uploaded, wherein, collects for each acquisition parameter when described parameter information is application operation;
Store information searching module, for searching stored parameter corresponding stored information from described parameter information;
Data quality checking module, for according to the described storage infomation detection quality of data, determines quality indicator result.
8. device according to claim 7, is characterized in that, described storage information searching module, specifically for determining the storaging mark of stored parameter, searches described storaging mark corresponding stored information from described parameter information.
9. device according to claim 8, is characterized in that, described data quality checking module, comprising:
Terminal iidentification searches submodule, for according to described at least one terminal iidentification of storage information searching;
Quality indicator submodule, for adopting described terminal iidentification to detect the quality of data, determines quality indicator result.
10. device according to claim 9, is characterized in that, described quality indicator submodule, comprising:
Pass result generation unit, for when the corresponding terminal iidentification of described storage information, generates up-to-standard quality indicator result;
Abnormal results generation unit, for when the corresponding more than one terminal iidentification of described storage information, generates the quality indicator result of data exception.
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