CN102012861A - Method and system for real-time embedded software test result data analysis - Google Patents

Method and system for real-time embedded software test result data analysis Download PDF

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CN102012861A
CN102012861A CN 201010526824 CN201010526824A CN102012861A CN 102012861 A CN102012861 A CN 102012861A CN 201010526824 CN201010526824 CN 201010526824 CN 201010526824 A CN201010526824 A CN 201010526824A CN 102012861 A CN102012861 A CN 102012861A
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data
test
test result
result data
user
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殷永峰
刘斌
张国良
王志
倪红英
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Beihang University
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Beihang University
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Abstract

The invention relates to a method and a system for real-time embedded software test result data analysis. The method comprises: a step of loading test result data, which is to call a database operation function to load the test result data to a mySOL database and display the test result data in rows in a list view according to variables; a step of analyzing test result data in a list form based on a list view function; a step of analyzing test result data in a curve drawing form based on a curve display function; a step of reading test result data in real time, completing dynamic playback of the test process and reproducing the test process based on a test process playback function; and a step of generating an exrensible markup language (XML)-based test result analysis report.

Description

The method and system that a kind of real-time embedded software test result data is analyzed
Technical field
The present invention relates to real-time embedded software automatic test field, especially relate to the test result analysis field.
Background technology
The real-time embedded software test is one of focus of current software systems engineering area research.Because the real-time embedded software system generally has characteristics such as real-time (the processing time precision is generally Millisecond), interface data (as avionics embedded system bus data) complexity, make the real-time embedded software system testing tend to produce the test result data of magnanimity, and the magnanimity test result data is depended merely on manual analysis and can't be effectively addressed, and therefore developing effective test result data analytic system is vital to improving test automation level and testing efficiency.
From present circumstances, current aspect the processing of real-time embedded software test result data, functions of use is comprehensive and complicated mostly, the conventional data process software system that price is expensive, in view of these data processing software systems often are not specially at the real-time embedded software test result analysis, caused function numerous and diverse, redundancy and treatment effeciency are low, therefore often can not meet the demands, and manually participate in more, can't carry out playback to test process, and can't generate test report targetedly, therefore can not satisfy the requirement that the real-time embedded software test result data is analyzed.
For addressing the above problem, effective method is the characteristics in conjunction with the real-time embedded software test result data, and exploitation is exclusively used in the analytic system of real-time embedded software test result data.Achieve this end, must solve following several problem:
What (1) offer that the user uses should be easy and simple to handle, easy that grasp, that have visualization interface fast test result data analytic system, so that finish the analysis and the processing of test result data quickly and efficiently.
(2) high speed processing of realization magnanimity test result data specifically should comprise the high-speed real-time loading of mass data and high speed processing and the dynamically demonstration that unloading, the filtration according to customization, inquiry or system switch condition are realized data.
(3) should realize multiple demonstration and analysis mode, as the functions such as quick location of tabulation demonstration, curve display, regional area selective analysis and demonstration, user's focus to test result data.
(4) should realize the test process playback in conjunction with test panel, reproduce test process to make things convenient for the tester.
(5) should adopt architecture preferably, the exchange with in the middle of the convenient various databases improves the system expandability.
(6) function that should provide the test result analysis system is analysed in depth, to guarantee the engineering adaptability of system.
Summary of the invention
Disclosed by the invention is a kind of real-time embedded software test result data analytic system.
The present invention is in conjunction with the characteristics of real-time embedded software test result data, adopt the mySQL database storing and handle test result data, high-speed processing technology by adopting mass data, the antialiasing of curve display and test process playback technology etc. have been realized the effective analysis to the real-time embedded software test result data, and generate the test result analysis report automatically according to analysis result.In addition, " bridge " that application software engineering of the present invention field is used always be Design Mode (bridge), can realize the exchange of other database easily, improve the data analysis system extendability greatly, provide useful replenishing for realizing the real-time embedded software automatic test.
Real-time embedded software test result data analytic system provided by the invention, can be with visual way, help the tester to realize the functions such as high speed processing, analysis, demonstration and test process playback of test result data, and generate test result analysis report automatically, thereby can be used as effective supplementary means of real-time embedded software automatic test according to analysis result.
Adopt the high-speed processing technology of mass data, can finish filtration, inquiry, statistics efficiently to test result data, thereby realize observation and analysis, and can significantly improve the speed of data load and filtration, guaranteed that the time response of data processing meets the demands the test result data details.
The antialiasing that adopts data and curves to show can make that filtered data disappearance point, section are effectively repaired, and can guarantee the authenticity and the aesthetic property of curve, thereby realize observing intuitively and holding the variation tendency and the rule of test data.
By real-time read test result data, by test panel and data association and demonstration, finish the dynamic playback of test process, reproduce test process.
Adopt the mySQL database storing and handle test result data, adopt field of software engineering bridge (bridge) Design Mode that adopts commonly used simultaneously, software design database manipulation interface all adopts empty function, when the database that more renews, only need to inherit from parent, the operation-interface function of encapsulation new database does not need other modules of software are made any change, and can guarantee the extendability of data analysis system effectively.
Can generate test result analysis report automatically, thereby save the test result analysis time labor savings, the efficient and the validity of raising test analysis according to the analysis situation of test result data based on generalized markup language XML.
The invention provides the method that a kind of real-time embedded software test result data is analyzed, it is characterized in that may further comprise the steps:
(1) load test result data, described loading test result data is to call the database manipulation function, loads described test result data in the mySQL database, and is shown in the List View by the variable apportion;
(2) tabulation display analysis, it adopts the form of tabulation that described test result data is analyzed;
(3) curve display analysis, it adopts the form of curve plotting figure that described test result data is analyzed;
(4) test process playback, its real-time read test result data is finished the dynamic playback of test process, reproduces test process;
(5) generation is based on the test result analysis report of XML language.
According to method provided by the present invention, its feature also is:
The loading of the test result data described in the step (1) is selected as required by the tester.Loading test result data described in the step (1) incrementally shows the time stamp value of each test period by line number.
Tabulation display analysis described in the step (2) can comprise data filter, data query, data statistics, system conversion, by customization condition analysis and data presentation/hiding function that is provided with.
Described data filter is that the test result data that loads is filtered, reject invalid data, can select single-row, multiple row, single file, multirow data to filter for the user, also allow the user to carry out repeatedly data filter, each data of filtering show according to different List Views.Described data query permission user is provided with querying condition and inquires about, and as the test result data in inquiry cycle fixed time, some variable under the inquiry specified requirements can make the user carry out data analysis targetedly by inquiry.Described system conversion is that test result data is compared, analyzes under as scale-of-eight, the decimal system, hexadecimal different systems, finds the Changing Pattern of test data.
Curve display analysis described in the step (3) can comprise that the viewing area is selected earlier, curve convergent-divergent, data locking, user's mark, coordinate self-adaption and data variation trend analysis function.
Select earlier described viewing area is to allow the user that the time zone that needs carry out curve display is customized, thereby observes and analyze the variation tendency of data better.Described curve convergent-divergent is to allow the user to select the segment of curve of appointment to amplify, dwindle observation, on details result data is analyzed.Described user's mark is to navigate to particular data point for the user data permission user by curve display and after analyzing, and this point data is marked, so that user's saving result, convenient later analysis and observation.
Test process playback described in the step (4) comprises loading and shows the test panel file, customization replayed section and real-time reading of data and Presentation Function.
Described loading also shows the test panel that the test panel file is to use test platform to provide, and loads the used test panel file of certain test, the configuration information of read test panel, and demonstrate this test panel.Described customization replayed section be the user according to time tag, customize all or part of playback test process, thereby make the user reproduce the test duration section that it is concerned about more easily.Described real-time reading of data and Presentation Function are after the timing playback, the playback of beginning test data, background data base is real-time read test result data, and data are sent to test panel, and test panel will reproduce the data variation process of test process in real time.
Generation described in the step (5) is to adopt the mode of XML to store the test result analysis report based on the test result analysis report of XML language, and the user can generate word document or html web page files based on this XML file.
The system that the present invention also provides a kind of real-time embedded software test result data to analyze is characterized in that comprising:
Be used to load the device of test result data, wherein said loading test result data is to call the database manipulation function, loads described test result data in the mySQL database, and is shown in the List View by the variable apportion;
Be used to the to tabulate device of display analysis, it adopts the form of tabulation that described test result data is analyzed;
Be used for the device that curve display is analyzed, it adopts the form of curve plotting figure that described test result data is analyzed;
The device that is used for the test process playback, its real-time read test result data is finished the dynamic playback of test process, reproduces test process;
Be used to generate device based on the test result analysis report of XML language.
According to system provided by the present invention, its feature also is:
The described device loading test result data that is used to load test result data is selected as required by the tester.The device of described loading test result data loads test result data, incrementally shows the time stamp value of each test period by line number.
The device of the described display analysis that is used to tabulate comprises data filter, data query, data statistics, system conversion, by customization condition analysis and data presentation/hide function is set.
Described data filter is that the test result data that loads is filtered, reject invalid data, can select single-row, multiple row, single file, multirow data to filter for the user, also allow the user to carry out repeatedly data filter, each data of filtering show according to different List Views.Described data query permission user is provided with querying condition and inquires about, and as the test result data in inquiry cycle fixed time, some variable under the inquiry specified requirements can make the user carry out data analysis targetedly by inquiry.
Described system conversion is that test result data is compared, analyzes under as scale-of-eight, the decimal system, hexadecimal different systems, finds the Changing Pattern of test data.
The described device that is used for the curve display analysis comprises that the viewing area is selected earlier, curve convergent-divergent, data locking, user's mark, coordinate self-adaption and data variation trend analysis function.
Select earlier described viewing area is to allow the user that the time zone that needs carry out curve display is customized, thereby observes and analyze the variation tendency of data better.Described curve convergent-divergent is to allow the user to select the segment of curve of appointment to amplify, dwindle observation, on details result data is analyzed.Described user's mark is to navigate to particular data point for the user data permission user by curve display and after analyzing, and this point data is marked, so that user's saving result, convenient later analysis and observation.
The described device that is used for the test process playback comprises loading and shows the test panel file, customization replayed section and real-time reading of data and Presentation Function.
Described loading also shows the test panel that the test panel file is to use test platform to provide, and loads the used test panel file of certain test, the configuration information of read test panel, and demonstrate this test panel.Described customization replayed section be the user according to time tag, customize all or part of playback test process, thereby make the user reproduce the test duration section that it is concerned about more easily.Described real-time reading of data and Presentation Function are after the timing playback, the playback of beginning test data, background data base is real-time read test result data, and data are sent to test panel, and test panel will reproduce the data variation process of test process in real time.
The described device that is used to generate based on the test result analysis report of XML language is to adopt the mode of XML to store the test result analysis report, and the user can generate word document or html web page files based on this XML file.
Description of drawings
Fig. 1 has provided the interface example of the real-time embedded software test result data analytic system that the present invention developed.
Fig. 2 shows and utilizes the present invention to carry out the process that the real-time embedded software test result data is analyzed.
Embodiment
Understand and enforcement the present invention for the ease of those of ordinary skills, the present invention is done further in detail, in depth describes, should be appreciated that enforcement described herein only is used for description and interpretation the present invention, and be not used in qualification the present invention below in conjunction with accompanying drawing.
The present invention is in conjunction with the characteristics of real-time embedded software test result data, a kind of expansion easy and simple to handle, easy, visual, the analytic system that is exclusively used in the real-time embedded software test result data are provided, have improved the automatization level and the efficient of test result analysis.High-speed processing technology by adopting mass data, the antialiasing of curve display and test process playback technology etc. have been realized the effective analysis to the real-time embedded software test result data, specify as follows:
1) adopts storage and the processing of finishing test result data based on the mySQL database, adopt data processing algorithm efficiently, as dynamic rejecting repeating data item, to adopt the data block of fixed size be that unit carries out query processing, adopts the minimum backstage call back function mode of memory consumption to realize showing dynamically, in real time of displaying contents etc. data, can finish that data high-speed loads and unloading, according to the filtration of customization, high speed processing that querying condition is realized data with dynamically show.
2) data item of Chong Fuing is rejected the high speed processing that can guarantee test result data effectively, but demonstration then can cause the disappearance point for data and curves, makes that the curve that draws is not mild, untrue.In order to address the above problem, the present invention adopts the mode of supplementary data section critical point to carry out smoothing processing, as starting point, intermediate point or the end point of curve being mended a little by the data comparative analysis, the authenticity and the level and smooth sense of data and curves be can guarantee, thereby the trend and the rule of test data truly reflected.
3) the present invention can open and read test panel (virtual instrument of being built for observation fc-specific test FC data in the test process) serializing file automatically, the configuration information of analytical test panel, by real-time read test result data, and send to the corresponding display position of test panel, can need according to the user, finish the dynamic playback of test data in whole test processs or the fixed time section, thereby reproduce test process.
The present invention adopts the mySQL database storing and handles test result data, adopt field of software engineering bridge (bridge) Design Mode that adopts commonly used simultaneously, the database manipulation interface all adopts Virtual Function to handle in the software design, when the database that more renews, only need to inherit from parent, the operation-interface function of encapsulation new database do not need other modules of software are made any change, thereby the system that guaranteed has favorable expansibility.
The present invention can be according to the analysis situation of test result data, automatically generate test result analysis report, both improved the automatization level of test result analysis, can save the test result analysis time again based on generalized markup language XML, labor savings, the efficient of raising test analysis.
Showed among Fig. 2 and utilized the present invention to carry out the workflow that the real-time embedded software test result data is analyzed, specified as follows:
1. load test result data F01.The tester need to select the test result data file of analysis, after opening data file, call the database manipulation function, load test data in the mySQL database, the test data that loads is shown in the List View by the variable apportion, simultaneously line number increases progressively the time stamp value that can show each test period, so that the carrying out smoothly of follow-up test analytical work.
2. display analysis F02 tabulates.Tabulation display analysis function is to adopt the form of tabulation that test result data is analyzed, and specifically comprises data filter, data query, data statistics, system conversion by functions such as customization condition analysis and data presentation/hide are provided with, describes several major functions below:
(1) data filter: the test result data that loads is filtered, reject invalid data (as repeating data), this function can select single-row, multiple row, single file, multirow data to filter for the user.In addition, the data filter function also allows the user to carry out repeatedly data filter, and each data of filtering show according to different List Views.By filtering, can find the catastrophe point in the test data faster, so that location and analysis.
(2) data query: this function permission user is provided with querying condition and inquires about, and as the test result data in inquiry cycle fixed time, some variable under the inquiry specified requirements etc. can make the user carry out data analysis targetedly by inquiry.
(3) system conversion: the real-time embedded software interface data is in the majority with sexadecimal or octadic data block, this function provides test result data is compared, analyzes under different systems (as scale-of-eight, the decimal system, sexadecimal), helps finding the Changing Pattern of test data.
3. curve display is analyzed F03.The curve display analysis is to adopt the form of curves drawing that test result data is analyzed, comprise specifically that the viewing area is selected earlier, function such as curve convergent-divergent, data locking, user's mark, coordinate self-adaption and data variation trend analysis, below several major functions are described:
(1) select earlier the viewing area: the real-time embedded software test result data is magnanimity often, (as the clock granularity is 1ms in the very short time, then 50s just can produce 50000 data recording) in just can generate a large amount of test datas, and the user often is concerned about interior data situation of certain time period just.The viewing area selection function allows the user that the time zone that needs carry out curve display is customized, so that observe and analyze the variation tendency of data better.
(2) curve convergent-divergent: for the very big curve display of data volume, often data point is various, can't carry out fixed point observation, and this function allows the user to select the segment of curve of appointment to amplify, dwindle observation, on details result data is analyzed.
(3) user's mark: navigate to particular data point for the user data permission user by curve display and after analyzing, and this point data is marked, so that user's saving result, convenient later analysis and observation.
4. test process playback F04.The test process playback function is real-time read test result data, finishes the dynamic playback of test process, reproduces test process, specifically comprises loading and showing customizing functions such as replayed section and real-time reading of data and demonstration by the test panel file, describes below:
(1) loading and demonstration test panel file: the present invention should be used with the real-time embedded software simulation test platform, and test platform provides the test panel that is used for test process Real Time Observation data (promptly adopting the virtual instrument mode to dispose and show the data of named variable).The test process playback should at first load the test panel file that certain test has been used, the configuration information of read test panel, and demonstrate this test panel.
(2) customization replayed section: this function allows the user according to time tag, customizes all or part of playback test process, thereby makes the user reproduce the test duration section that it is concerned about more easily.
(3) reading of data and demonstration in real time: after the user finishes the customization replayed section, can begin the test data playback, in this process, background data base is with real-time read test result data, and data are sent to test panel, test panel will reproduce the data variation process (as dynamic drafting curve, the demonstration of real-time update data frame etc.) of test process in real time.
5. the test result analysis report based on XML generates F05 automatically
XML is a kind of generalized markup language.XML provides a kind of structurized metadata to represent method, has platform and characteristics such as semantic independence, opening and extensibility.The present invention adopts the test result analysis report and stores based on the mode of XML, and the user can generate word document or html web page files based on this XML file, has improved efficient and ease for use that test result data is analyzed greatly.Table 1 has provided the test result analysis reporting format based on XML.
The present invention can bring following beneficial effect
(1) accuracy of raising real-time embedded software test result data analysis. The real-time embedded software test result data analysis system that the present invention develops, it is a kind of test data analysis system of special use, it avoid effectively that conventional data treatment system function is numerous and diverse, redundant, in the shortcoming that speed and efficient are lower, fully use for reference the advantage of conventional data treatment system, and according to the characteristics of real-time embedded software test result data, provide real-time embedded software test result data analysis prerequisite function collection, by efficient data analysis algorithm and means, can greatly improve the accuracy of data analysis.
(2) automatization level of raising real-time embedded software test result data analysis. As a kind of easy and simple to handle, visual, analytical system of being exclusively used in real-time embedded software test result data, can be according to user's needs, finish fast and efficiently the analysis of real-time embedded software test result data, and automatically form the test result analysis report, thereby greatly improved the automatization level of real-time embedded software test result data analysis.
(3) improve data analysis efficient, cost reduction is saved cost. The analytical system of the real-time embedded software test result data that the present invention develops, easy and simple to handle, be conducive to tester's quick grasp and use. In addition, the test result analysis report that this system generates automatically adopts generalized markup language XML to store, and also is convenient to tester's quick grasp and skilled the application, thereby improves data analysis efficient, and cost reduction is saved cost.
(4) has important engineering using value. In view of the present invention derives from practical engineering application, and be successfully applied to the test result data analysis of actual Software Testing Project, had important engineering using value after therefore promoting.
The XML of table 1 plug-in extension standard describes
Figure BSA00000326432300111

Claims (31)

1. the method analyzed of a real-time embedded software test result data is characterized in that may further comprise the steps:
(1) load test result data, described loading test result data is to call the database manipulation function, loads described test result data in the mySQL database, and is shown in the List View by the variable apportion;
(2) tabulation display analysis, it adopts the form of tabulation that described test result data is analyzed;
(3) curve display analysis, it adopts the form of curve plotting figure that described test result data is analyzed;
(4) test process playback, its real-time read test result data is finished the dynamic playback of test process, reproduces test process;
(5) generation is based on the test result analysis report of XML language.
2. according to the method described in the claim 1, it is characterized in that:
The loading of the test result data described in the step (1) is selected as required by the tester.
3. according to the method described in the claim 1, it is characterized in that:
Loading test result data described in the step (1) incrementally shows the time stamp value of each test period by line number.
4. according to the method described in the claim 1, it is characterized in that:
Tabulation display analysis described in the step (2) can comprise data filter, data query, data statistics, system conversion, by customization condition analysis and data presentation/hiding function that is provided with.
5. according to the method described in the claim 4, it is characterized in that:
Described data filter is that the test result data that loads is filtered, reject invalid data, can select single-row, multiple row, single file, multirow data to filter for the user, also allow the user to carry out repeatedly data filter, each data of filtering show according to different List Views.
6. according to the method described in the claim 4, it is characterized in that:
Described data query permission user is provided with querying condition and inquires about, and as the test result data in inquiry cycle fixed time, some variable under the inquiry specified requirements can make the user carry out data analysis targetedly by inquiry.
7. according to the method described in the claim 4, it is characterized in that:
Described system conversion is that test result data is compared, analyzes under as scale-of-eight, the decimal system, hexadecimal different systems, finds the Changing Pattern of test data.
8. according to the method described in the claim 1, it is characterized in that:
Curve display analysis described in the step (3) can comprise that the viewing area is selected earlier, curve convergent-divergent, data locking, user's mark, coordinate self-adaption and data variation trend analysis function.
9. the method described in according to Claim 8 is characterized in that:
Select earlier described viewing area is to allow the user that the time zone that needs carry out curve display is customized, thereby observes and analyze the variation tendency of data better.
10. the method described in according to Claim 8 is characterized in that:
Described curve convergent-divergent is to allow the user to select the segment of curve of appointment to amplify, dwindle observation, on details result data is analyzed.
11. the method according to Claim 8 is characterized in that:
Described user's mark is to navigate to particular data point for the user data permission user by curve display and after analyzing, and this point data is marked, so that user's saving result, convenient later analysis and observation.
12. the method according to described in the claim 1 is characterized in that:
Test process playback described in the step (4) comprises loading and shows the test panel file, customization replayed section and real-time reading of data and Presentation Function.
13. the method according to described in the claim 12 is characterized in that:
Described loading also shows the test panel that the test panel file is to use test platform to provide, and loads the used test panel file of certain test, the configuration information of read test panel, and demonstrate this test panel.
14. the method according to described in the claim 12 is characterized in that:
Described customization replayed section be the user according to time tag, customize all or part of playback test process, thereby make the user reproduce the test duration section that it is concerned about more easily.
15. the method according to described in the claim 12 is characterized in that:
Described real-time reading of data and Presentation Function are after the timing playback, the playback of beginning test data, background data base is real-time read test result data, and data are sent to test panel, and test panel will reproduce the data variation process of test process in real time.
16. the method according to described in the claim 1 is characterized in that:
Generation described in the step (5) is to adopt the mode of XML to store the test result analysis report based on the test result analysis report of XML language, and the user can generate word document or html web page files based on this XML file.
17. the system that the real-time embedded software test result data is analyzed is characterized in that comprising:
Be used to load the device of test result data, wherein said loading test result data is to call the database manipulation function, loads described test result data in the mySQL database, and is shown in the List View by the variable apportion;
Be used to the to tabulate device of display analysis, it adopts the form of tabulation that described test result data is analyzed;
Be used for the device that curve display is analyzed, it adopts the form of curve plotting figure that described test result data is analyzed;
The device that is used for the test process playback, its real-time read test result data is finished the dynamic playback of test process, reproduces test process;
Be used to generate device based on the test result analysis report of XML language.
18. the system according to described in the claim 17 is characterized in that:
The described device loading test result data that is used to load test result data is selected as required by the tester.
19. the system according to described in the claim 17 is characterized in that:
The device of described loading test result data loads test result data, incrementally shows the time stamp value of each test period by line number.
20. the system according to described in the claim 17 is characterized in that:
The device of the described display analysis that is used to tabulate comprises data filter, data query, data statistics, system conversion, by customization condition analysis and data presentation/hide function is set.
21. the system according to described in the claim 20 is characterized in that:
Described data filter is that the test result data that loads is filtered, reject invalid data, can select single-row, multiple row, single file, multirow data to filter for the user, also allow the user to carry out repeatedly data filter, each data of filtering show according to different List Views.
22. the system according to described in the claim 20 is characterized in that:
Described data query permission user is provided with querying condition and inquires about, and as the test result data in inquiry cycle fixed time, some variable under the inquiry specified requirements can make the user carry out data analysis targetedly by inquiry.
23. the system according to described in the claim 20 is characterized in that:
Described system conversion is that test result data is compared, analyzes under as scale-of-eight, the decimal system, hexadecimal different systems, finds the Changing Pattern of test data.
24. the system according to described in the claim 17 is characterized in that:
The described device that is used for the curve display analysis comprises that the viewing area is selected earlier, curve convergent-divergent, data locking, user's mark, coordinate self-adaption and data variation trend analysis function.
25. the system according to described in the claim 24 is characterized in that:
Select earlier described viewing area is to allow the user that the time zone that needs carry out curve display is customized, thereby observes and analyze the variation tendency of data better.
26. the system according to described in the claim 24 is characterized in that:
Described curve convergent-divergent is to allow the user to select the segment of curve of appointment to amplify, dwindle observation, on details result data is analyzed.
27. the system according to described in the claim 24 is characterized in that:
Described user's mark is to navigate to particular data point for the user data permission user by curve display and after analyzing, and this point data is marked, so that user's saving result, convenient later analysis and observation.
28. the system according to described in the claim 17 is characterized in that:
The described device that is used for the test process playback comprises loading and shows the test panel file, customization replayed section and real-time reading of data and Presentation Function.
29. the system according to described in the claim 28 is characterized in that:
Described loading also shows the test panel that the test panel file is to use test platform to provide, and loads the used test panel file of certain test, the configuration information of read test panel, and demonstrate this test panel.
30. the system according to described in the claim 28 is characterized in that:
Described customization replayed section be the user according to time tag, customize all or part of playback test process, thereby make the user reproduce the test duration section that it is concerned about more easily.
31. the system according to described in the claim 28 is characterized in that:
Described real-time reading of data and Presentation Function are after the timing playback, the playback of beginning test data, background data base is real-time read test result data, and data are sent to test panel, and test panel will reproduce the data variation process of test process in real time.
32, according to the system described in the claim 17, it is characterized in that:
The described device that is used to generate based on the test result analysis report of XML language is to adopt the mode of XML to store the test result analysis report, and the user can generate word document or html web page files based on this XML file.
CN 201010526824 2010-11-01 2010-11-01 Method and system for real-time embedded software test result data analysis Pending CN102012861A (en)

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CN109284097A (en) * 2018-09-07 2019-01-29 武汉轻工大学 Realize method, equipment, system and the storage medium of complex data analysis
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CN110928787A (en) * 2019-11-22 2020-03-27 北京博睿宏远数据科技股份有限公司 Automatic test script recording and playback method, device, equipment and storage medium

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CN103544099A (en) * 2012-07-11 2014-01-29 腾讯科技(深圳)有限公司 Method and device for testing programs on mobile device
CN104599719A (en) * 2014-12-15 2015-05-06 海太半导体(无锡)有限公司 Memory test analysis system
CN104599719B (en) * 2014-12-15 2018-09-21 海太半导体(无锡)有限公司 A kind of memory test analysis system
CN105912452A (en) * 2016-04-05 2016-08-31 浪潮电子信息产业股份有限公司 Automated data analysis method and device
CN106604312A (en) * 2016-11-10 2017-04-26 上海斐讯数据通信技术有限公司 Router test data visualization method and system
CN109643271A (en) * 2017-06-13 2019-04-16 微软技术许可有限责任公司 Identify unstable test
US11586534B2 (en) 2017-06-13 2023-02-21 Microsoft Technology Licensing, Llc Identifying flaky tests
CN109643271B (en) * 2017-06-13 2022-02-18 微软技术许可有限责任公司 Identifying unstable testing
CN107632930A (en) * 2017-09-06 2018-01-26 南京南瑞继保电气有限公司 A kind of method of testing, device, emulator and the computer-readable storage medium of electricity transaction system
CN107766440A (en) * 2017-09-21 2018-03-06 上海卫星工程研究所 Reproduction formula satellite test data playback system
CN108255715B (en) * 2018-01-08 2021-02-09 平安普惠企业管理有限公司 Test result processing method and terminal equipment
CN108255715A (en) * 2018-01-08 2018-07-06 平安普惠企业管理有限公司 A kind of test result processing method and terminal device
CN109284097A (en) * 2018-09-07 2019-01-29 武汉轻工大学 Realize method, equipment, system and the storage medium of complex data analysis
CN109284097B (en) * 2018-09-07 2022-02-15 武汉轻工大学 Method, device, system and storage medium for realizing complex data analysis
CN109902008A (en) * 2019-02-22 2019-06-18 广州视源电子科技股份有限公司 Program test result acquisition method and device and compatibility test method
CN110688297A (en) * 2019-02-25 2020-01-14 上海核工程研究设计院有限公司 Automatic test method for computational logic configuration
CN110928787A (en) * 2019-11-22 2020-03-27 北京博睿宏远数据科技股份有限公司 Automatic test script recording and playback method, device, equipment and storage medium

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