CN103389937A - Interface testing method and device - Google Patents

Interface testing method and device Download PDF

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Publication number
CN103389937A
CN103389937A CN2012101414946A CN201210141494A CN103389937A CN 103389937 A CN103389937 A CN 103389937A CN 2012101414946 A CN2012101414946 A CN 2012101414946A CN 201210141494 A CN201210141494 A CN 201210141494A CN 103389937 A CN103389937 A CN 103389937A
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interface
sectional drawing
tested
benchmark
test
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CN2012101414946A
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王巨宏
袁琳
柯硕灏
黄昕
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Tencent Technology Shenzhen Co Ltd
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Tencent Technology Shenzhen Co Ltd
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Priority to CN2012101414946A priority Critical patent/CN103389937A/en
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Abstract

The invention discloses an interface testing method and an interface testing device. The interface testing method comprises the following steps: introducing system data into a reference system and a tested system respectively; traversing each reference interface in the reference system and each tested interface in the tested system respectively, screen-shooting the interfaces respectively every time when an interface is traversed and saving screenshots, wherein both the reference interfaces and the tested interfaces are generated according to the system data, the number of the reference interfaces is the same as that of the tested interfaces, each reference interface uniquely corresponds to one tested interface, and the correspondence indicates that the contents displayed by the reference interface and the tested interface are the same; and for each tested interface, considering that the test of the tested interface is passed if the similarity of the screenshot of the interface and the screenshot of the corresponding reference interface is determined to be greater than a predetermined threshold value, and otherwise, considering that the test of the tested interface is not passed. By applying the scheme provided by the invention, the testing efficiency and the accuracy of a test result can be improved.

Description

A kind of interface detection method and apparatus
Technical field
The present invention relates to measuring technology, particularly a kind of interface detection method and apparatus.
Background technology
In actual applications, often can need a certain system of original stable operation is carried out certain upgrading, as renewal upgrading of carrying out defect repair or bottom architecture on former basis etc., in order to ensure the availability of the system after upgrading, usually need to test the system after upgrading.
Usually, the system of the stable operation before upgrading is called baseline system, the system that the needs after upgrading are tested is called system under test (SUT).
Existing method of testing is mainly: manually go to check each the tested interface in system under test (SUT), by with baseline system in corresponding benchmark interface compare, whether the demonstration that naked eyes are determined tested interface whether normal, data is correct etc., if, the test at tested interface is passed through, otherwise, do not pass through.
But can there be certain problem in aforesaid way in actual applications: because needs manually check, so efficiency can be lower; In addition, hand inspection is subjected to the impact of the factors such as operator's quality, experience, notice, careful degree, can cause test result not accurate enough.
Summary of the invention
In view of this, the invention provides a kind of interface detection method and a kind of interface detection device, can improve the accuracy of testing efficiency and test result.
For achieving the above object, technical scheme of the present invention is achieved in that
A kind of interface detection method comprises:
A, system data is imported respectively baseline system and system under test (SUT);
B, travel through each benchmark interface in described baseline system and each the tested interface in described system under test (SUT) respectively, when often traversing an interface, respectively it is carried out sectional drawing, and sectional drawing is preserved;
Described benchmark interface and described tested interface all generate according to described system data, the number at described benchmark interface is identical with the number at described tested interface, and each benchmark interface is a unique corresponding tested interface all, and described correspondence refers to that the benchmark interface is identical with the content of tested showing interface;
For each tested interface, if the similarity of sectional drawing of determining the benchmark interface that its sectional drawing is corresponding with it think the test at this tested interface passed through greater than predetermined threshold, otherwise, do not pass through.
A kind of interface detection device comprises:
Data management module, be used for system data is imported respectively baseline system and system under test (SUT);
Test module, be used for traveling through each benchmark interface of described baseline system and each the tested interface in described system under test (SUT) respectively, when often traversing an interface, respectively it carried out sectional drawing, and sectional drawing is preserved; Described benchmark interface and described tested interface all generate according to described system data, the number at described benchmark interface is identical with the number at described tested interface, and each benchmark interface is a unique corresponding tested interface all, and described correspondence refers to that the benchmark interface is identical with the content of tested showing interface; For each tested interface, if the similarity of sectional drawing of determining the benchmark interface that its sectional drawing is corresponding with it think the test at this tested interface passed through greater than predetermined threshold, otherwise, do not pass through.
As seen, adopt scheme of the present invention, whole test process all can be completed automatically, need not artificial participation, thereby has improved testing efficiency; And, determine by the similarity of calculating tested interface and benchmark interface whether the test at tested interface is passed through, and has eliminated the impact of human factor, thereby improved the accuracy of test result.
Description of drawings
Fig. 1 is the process flow diagram of interface detection embodiment of the method for the present invention.
Embodiment
For problems of the prior art, a kind of interface detection scheme is proposed in the present invention, can improve the accuracy of testing efficiency and test result.
For make technical scheme of the present invention clearer, understand, referring to the accompanying drawing embodiment that develops simultaneously, scheme of the present invention is described in further detail.
Fig. 1 is the process flow diagram of interface detection embodiment of the method for the present invention.As shown in Figure 1, comprise the following steps:
Step 11: system data is imported respectively baseline system and system under test (SUT).
System data is comprised of configuration data and service data usually.
Such as, for a news website, be used for regulation comprising which news channel, the data that comprise respectively which sub-channel etc. in each news channel are configuration data, described news channel can comprise physical culture, amusement and finance and economics etc.,, take this news channel of physical culture as example, wherein can comprise the sub-channels such as international soccer, domestic football, NBA and CBA; Service data is used for stipulating the concrete content that shows under every sub-channel.
In addition, can adopt Structured Query Language (SQL) (SQL, Structured Query Language) statement that system data is imported to respectively baseline system and system under test (SUT).
What import due to baseline system and system under test (SUT) is same set of data, therefore can get rid of the interference that causes because data are inconsistent.
Step 12: travel through respectively each benchmark interface in baseline system and each the tested interface in system under test (SUT), when often traversing a benchmark interface or tested interface, respectively it is carried out sectional drawing, and sectional drawing is preserved; Benchmark interface and tested interface all generate according to system data, and the number at benchmark interface is identical with the number at tested interface, and equal unique corresponding tested interface, each benchmark interface, and correspondence refers to that the benchmark interface is identical with the content of tested showing interface; For each tested interface, if the similarity of sectional drawing of determining the benchmark interface that its sectional drawing is corresponding with it think the test at this tested interface passed through greater than predetermined threshold, otherwise, do not pass through.
In the present invention, can namely all interfaces all be tested with all interfaces in system under test (SUT) all as tested interface, perhaps, also can, only with partly specifying interface as tested interface, specifically which interface can be decided according to the actual requirements as tested interface.
Correspondingly, also can, with all interfaces in baseline system all as the benchmark interface, perhaps, only will partly specify interface as the benchmark interface.
But, need to guarantee that the number at benchmark interface is identical with the number at tested interface, and each benchmark interface is a unique corresponding tested interface all, and correspondence refers to that the benchmark interface is identical with the content of tested showing interface, and namely in benchmark interface and tested interface, the information such as related word, picture is identical.
The large I of the sectional drawing at benchmark interface and tested interface is decided according to the actual requirements, such as, can intercept whole interface, also can only intercept a certain zone (as interface central authorities 800 * 600 pixel size zones) in whole interface, but the sectional drawing at needs assurance benchmark interface and the sectional drawing at tested interface is big or small identical, and correspondence is regional identical.
In addition, following which kind of order when traveling through can be decided according to the actual requirements equally.
In actual applications, this step can have multiple different implementation, below introduces wherein two kinds.
1) mode one
A, sectional drawing is carried out at an interface of the benchmark without sectional drawing in baseline system, sectional drawing is preserved, and sectional drawing is carried out at tested interface corresponding with this benchmark interface in system under test (SUT), sectional drawing is preserved;
B, calculate the similarity of up-to-date two sectional drawings that obtain, if this similarity greater than predetermined threshold, test is passed through, otherwise, do not pass through;
C, determine whether to exist the benchmark interface without sectional drawing, if so, perform step A, otherwise, end process.
Illustrate:
The number of supposing tested interface and benchmark interface is 3, for ease of statement, be numbered respectively benchmark interface 1, benchmark interface 2, benchmark interface 3, tested interface 1, tested interface 2, tested interface 3, and suppose corresponding tested interface 1, benchmark interface 1, corresponding tested interface 2, benchmark interface 2, corresponding tested interface 3, benchmark interface 3;
So at first,, can carry out sectional drawing and preservation to benchmark interface 1, and sectional drawing and preservation are carried out in tested interface 1; Calculate the similarity of two sectional drawings,, if greater than predetermined threshold, the test at tested interface 1 is passed through, otherwise, do not pass through;
Afterwards, can carry out sectional drawing and preservation to benchmark interface 2, and sectional drawing and preservation are carried out in tested interface 2; Calculate the similarity of two sectional drawings,, if greater than predetermined threshold, the test at tested interface 2 is passed through, otherwise, do not pass through;
In addition, sectional drawing and preservation are carried out in benchmark interface 3, and sectional drawing and preservation are carried out in tested interface 3; Calculate the similarity of two sectional drawings,, if greater than predetermined threshold, the test at tested interface 3 is passed through, otherwise, do not pass through.
2) mode two
Each benchmark interface in A, traversal baseline system, when often traversing a benchmark interface, carry out sectional drawing to it respectively, and sectional drawing preserved; Travel through each tested interface in system under test (SUT) according to above-mentioned same mode, when often traversing a tested interface, respectively it is carried out sectional drawing, and sectional drawing is preserved;
B, when all sectional drawing is complete all the benchmark interfaces in baseline system and all the tested interfaces in system under test (SUT), sectional drawing for each tested interface, be handled as follows respectively: the similarity of calculating the sectional drawing at this sectional drawing benchmark interface corresponding with the tested interface under it, if this similarity is greater than predetermined threshold, test is passed through, otherwise, do not pass through.
Can wait in baseline system all benchmark interfaces all sectional drawing complete after, again sectional drawing is carried out at the tested interface in system under test (SUT), perhaps, also can wait in system under test (SUT) all tested interfaces all sectional drawing complete after, again sectional drawing is carried out at the benchmark interface in baseline system, perhaps, can carry out sectional drawing to two systems simultaneously, specific implementation is not limit yet.
Illustrate:
The number of supposing tested interface and benchmark interface is 3, for ease of statement, be numbered respectively benchmark interface 1, benchmark interface 2, benchmark interface 3, tested interface 1, tested interface 2, tested interface 3, and suppose corresponding tested interface 1, benchmark interface 1, corresponding tested interface 2, benchmark interface 2, corresponding tested interface 3, benchmark interface 3;
So at first,, can carry out sectional drawing and preservation to benchmark interface 1, benchmark interface 2 and benchmark interface 3 successively, afterwards, successively sectional drawing and preservation be carried out in tested interface 1, tested interface 2 and tested interface 3;
In addition, calculate the similarity of the sectional drawing at the sectional drawing at tested interface 1 and benchmark interface 1,, if greater than predetermined threshold, the test at tested interface 1 is passed through, otherwise, do not pass through; Calculate the similarity of the sectional drawing at the sectional drawing at tested interface 2 and benchmark interface 2,, if greater than predetermined threshold, the test at tested interface 2 is passed through, otherwise, do not pass through; Calculate the similarity of the sectional drawing at the sectional drawing at tested interface 3 and benchmark interface 3,, if greater than predetermined threshold, the test at tested interface 3 is passed through, otherwise, do not pass through.
in mode one and mode two, can calculate in such a way the similarity of two sectional drawings: the similarity of supposing to calculate sectional drawing A and sectional drawing B, and hypothesis is used the upper left corner of every width sectional drawing as true origin, so, can be for the pixel X of each the different coordinate position in sectional drawing A, respectively relatively in sectional drawing B the gray-scale value of the gray-scale value of the pixel X ' identical with the coordinate position of pixel X and pixel X whether identical, and in statistics sectional drawing A, comparative result is the number of the pixel that is, with the total number of the number that counts divided by the pixel in sectional drawing A, the business who obtains is the similarity between sectional drawing A and sectional drawing B.
Follow-up, the similarity and the predefined threshold value that calculate can be compared, the concrete value of described threshold value can be decided according to the actual requirements, as 90%.
Tested interface for test is not passed through, can be recorded to it in report, and offer the user.
So far, namely completed introduction about the inventive method embodiment.
Based on above-mentioned introduction, the present invention discloses a kind of interface detection device, comprising:
Data management module, be used for system data is imported respectively baseline system and system under test (SUT);
Test module, be used for traveling through each benchmark interface of baseline system and each the tested interface in system under test (SUT) respectively, when often traversing an interface, respectively it carried out sectional drawing, and sectional drawing is preserved; Benchmark interface and tested interface all generate according to system data, and the number at benchmark interface is identical with the number at tested interface, and equal unique corresponding tested interface, each benchmark interface, and correspondence refers to that the benchmark interface is identical with the content of tested showing interface; For each tested interface, if the similarity of sectional drawing of determining the benchmark interface that its sectional drawing is corresponding with it think the test at this tested interface passed through greater than predetermined threshold, otherwise, do not pass through.
Wherein, can specifically comprise in test module:
The first processing unit, be used for baseline system one is carried out sectional drawing without the benchmark interface of sectional drawing, sectional drawing preserved, and sectional drawing is carried out at tested interface corresponding with this benchmark interface in system under test (SUT), and sectional drawing is preserved; Afterwards, notify the second processing unit to carry out self function;
The second processing unit, be used for calculating the similarity of up-to-date two sectional drawings that obtain, if similarity greater than predetermined threshold, test is passed through, otherwise, do not pass through; And determine whether to exist benchmark interface without sectional drawing, if so, notify the first processing unit to carry out self function, otherwise, end process.
Perhaps,
The first processing unit,, for each benchmark interface of traversal baseline system, when often traversing a benchmark interface, carry out sectional drawing to it respectively, and sectional drawing preserved; Each tested interface in the traversal system under test (SUT), when often traversing a tested interface, carry out sectional drawing to it respectively, and sectional drawing preserved; When all sectional drawing is complete all the benchmark interfaces in baseline system and all the tested interfaces in system under test (SUT), notify the second processing unit to carry out self function;
The second processing unit, be used for the sectional drawing for each tested interface, is handled as follows respectively: the similarity of calculating the sectional drawing at this sectional drawing benchmark interface corresponding with the tested interface under it, if similarity is greater than predetermined threshold, test is passed through, otherwise, do not pass through.
The said reference interface can comprise: all interfaces in baseline system, the part in baseline system are specified interface;
Equally, above-mentioned tested interface can comprise: all interfaces in system under test (SUT), the part in system under test (SUT) are specified interface.
In addition, above-mentioned the second processing unit can be further used for, and the tested interface record do not passed through of test in report, is offered the user.
The foregoing is only preferred embodiment of the present invention, in order to limit the present invention, within the spirit and principles in the present invention not all, any modification of making, be equal to replacement, improvement etc., within all should being included in the scope of protection of the invention.

Claims (10)

1. an interface detection method, is characterized in that, comprising:
A, system data is imported respectively baseline system and system under test (SUT);
B, travel through each benchmark interface in described baseline system and each the tested interface in described system under test (SUT) respectively, when often traversing an interface, respectively it is carried out sectional drawing, and sectional drawing is preserved;
Described benchmark interface and described tested interface all generate according to described system data, the number at described benchmark interface is identical with the number at described tested interface, and each benchmark interface is a unique corresponding tested interface all, and described correspondence refers to that the benchmark interface is identical with the content of tested showing interface;
For each tested interface, if the similarity of sectional drawing of determining the benchmark interface that its sectional drawing is corresponding with it think the test at this tested interface passed through greater than predetermined threshold, otherwise, do not pass through.
2. method according to claim 1, is characterized in that, described step B comprises:
B1, sectional drawing is carried out at an interface of the benchmark without sectional drawing in described baseline system, sectional drawing is preserved, and sectional drawing is carried out at tested interface corresponding with this benchmark interface in described system under test (SUT), sectional drawing is preserved;
B2, calculate the similarity of up-to-date two sectional drawings that obtain, if described similarity greater than predetermined threshold, test is passed through, otherwise, do not pass through;
B3, determine whether to exist the benchmark interface without sectional drawing, if so, perform step B1, otherwise, end process.
3. method according to claim 1, is characterized in that, described step B comprises:
Each benchmark interface in B1, the described baseline system of traversal, when often traversing a benchmark interface, carry out sectional drawing to it respectively, and sectional drawing preserved; Travel through each the tested interface in described system under test (SUT), when often traversing a tested interface, respectively it is carried out sectional drawing, and sectional drawing is preserved;
B2, when all sectional drawing is complete all the benchmark interfaces in described baseline system and all the tested interfaces in described system under test (SUT), sectional drawing for each tested interface, be handled as follows respectively: the similarity of calculating the sectional drawing at this sectional drawing benchmark interface corresponding with the tested interface under it, if described similarity is greater than predetermined threshold, test is passed through, otherwise, do not pass through.
4. according to claim 1,2 or 3 described methods, is characterized in that,
Described benchmark interface comprises: all interfaces in described baseline system, the part in described baseline system are specified interface;
Described tested interface comprises: all interfaces in described system under test (SUT), the part in described system under test (SUT) are specified interface.
5. according to claim 1,2 or 3 described methods, is characterized in that, the method further comprises: will test the tested interface record do not passed through in report, and offer the user.
6. an interface detection device, is characterized in that, comprising:
Data management module, be used for system data is imported respectively baseline system and system under test (SUT);
Test module, be used for traveling through each benchmark interface of described baseline system and each the tested interface in described system under test (SUT) respectively, when often traversing an interface, respectively it carried out sectional drawing, and sectional drawing is preserved; Described benchmark interface and described tested interface all generate according to described system data, the number at described benchmark interface is identical with the number at described tested interface, and each benchmark interface is a unique corresponding tested interface all, and described correspondence refers to that the benchmark interface is identical with the content of tested showing interface; For each tested interface, if the similarity of sectional drawing of determining the benchmark interface that its sectional drawing is corresponding with it think the test at this tested interface passed through greater than predetermined threshold, otherwise, do not pass through.
7. device according to claim 6, is characterized in that, described test module comprises:
The first processing unit, be used for described baseline system one is carried out sectional drawing without the benchmark interface of sectional drawing, sectional drawing preserved, and sectional drawing is carried out at tested interface corresponding with this benchmark interface in described system under test (SUT), and sectional drawing is preserved; Afterwards, notify the second processing unit to carry out self function;
Described the second processing unit, be used for calculating the similarity of up-to-date two sectional drawings that obtain, if described similarity greater than predetermined threshold, test is passed through, otherwise, do not pass through; And determine whether to exist benchmark interface without sectional drawing, if so, notify described the first processing unit to carry out self function, otherwise, end process.
8. device according to claim 6, is characterized in that, described test module comprises:
The first processing unit,, for each the benchmark interface that travels through described baseline system, when often traversing a benchmark interface, carry out sectional drawing to it respectively, and sectional drawing preserved; Travel through each the tested interface in described system under test (SUT), when often traversing a tested interface, respectively it is carried out sectional drawing, and sectional drawing is preserved; When all sectional drawing is complete all the benchmark interfaces in described baseline system and all the tested interfaces in described system under test (SUT), notify the second processing unit to carry out self function;
Described the second processing unit, be used for the sectional drawing for each tested interface, is handled as follows respectively: the similarity of calculating the sectional drawing at this sectional drawing benchmark interface corresponding with the tested interface under it, if described similarity is greater than predetermined threshold, test is passed through, otherwise, do not pass through.
9. according to claim 6,7 or 8 described devices, is characterized in that,
Described benchmark interface comprises: all interfaces in described baseline system, the part in described baseline system are specified interface;
Described tested interface comprises: all interfaces in described system under test (SUT), the part in described system under test (SUT) are specified interface.
10. according to claim 7 or 8 described devices, is characterized in that, described the second processing unit is further used for, and the tested interface record do not passed through of test in report, is offered the user.
CN2012101414946A 2012-05-09 2012-05-09 Interface testing method and device Pending CN103389937A (en)

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CN104978270A (en) * 2015-07-03 2015-10-14 上海触乐信息科技有限公司 Automatic software testing method and apparatus
CN105068930A (en) * 2015-08-07 2015-11-18 天津市康凯特软件科技有限公司 Intelligent analysis method and device for test generation data of mobile terminal
CN105095083A (en) * 2015-08-24 2015-11-25 上海斐讯数据通信技术有限公司 Mobile phone interface screenshot test method and device used in Android system
CN105335282A (en) * 2014-07-30 2016-02-17 国际商业机器公司 Method and system for cross-platform test of applications
CN106161134A (en) * 2015-04-21 2016-11-23 腾讯科技(深圳)有限公司 Mobile terminal automation testing method, device and mobile terminal
CN106371988A (en) * 2016-08-22 2017-02-01 浪潮(北京)电子信息产业有限公司 Automatic interface test method and device
CN106502891A (en) * 2016-10-19 2017-03-15 广州视源电子科技股份有限公司 The automatic testing method and device of user interface
CN107229560A (en) * 2016-03-23 2017-10-03 阿里巴巴集团控股有限公司 A kind of interface display effect testing method, image specimen page acquisition methods and device
CN107885665A (en) * 2017-12-28 2018-04-06 努比亚技术有限公司 With case script method of testing, mobile terminal and computer-readable recording medium
CN108121648A (en) * 2016-11-29 2018-06-05 北京京东尚科信息技术有限公司 A kind of interface error monitoring method
CN108334450A (en) * 2018-01-26 2018-07-27 深圳市瑞云科技有限公司 A kind of test method of CG rendering clients
CN108694104A (en) * 2017-04-12 2018-10-23 北京京东尚科信息技术有限公司 A kind of interface function contrast test method, apparatus, electronic equipment and storage medium
CN111143188A (en) * 2018-11-02 2020-05-12 中移(杭州)信息技术有限公司 Method and equipment for automatically testing application
CN111239584A (en) * 2019-12-31 2020-06-05 视航机器人(佛山)有限公司 Mainboard testing device, system and method applied to unmanned forklift
CN112686338A (en) * 2021-03-10 2021-04-20 卡斯柯信号(北京)有限公司 Image information identification method, device, equipment and storage medium
CN113467864A (en) * 2020-03-31 2021-10-01 福建天泉教育科技有限公司 Mobile terminal H5 user interface adaptation test method and system thereof

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CN106161134A (en) * 2015-04-21 2016-11-23 腾讯科技(深圳)有限公司 Mobile terminal automation testing method, device and mobile terminal
CN104978270A (en) * 2015-07-03 2015-10-14 上海触乐信息科技有限公司 Automatic software testing method and apparatus
CN105068930A (en) * 2015-08-07 2015-11-18 天津市康凯特软件科技有限公司 Intelligent analysis method and device for test generation data of mobile terminal
CN105095083A (en) * 2015-08-24 2015-11-25 上海斐讯数据通信技术有限公司 Mobile phone interface screenshot test method and device used in Android system
CN107229560A (en) * 2016-03-23 2017-10-03 阿里巴巴集团控股有限公司 A kind of interface display effect testing method, image specimen page acquisition methods and device
CN106371988A (en) * 2016-08-22 2017-02-01 浪潮(北京)电子信息产业有限公司 Automatic interface test method and device
CN106502891B (en) * 2016-10-19 2019-05-17 广州视源电子科技股份有限公司 The automatic testing method and device of user interface
CN106502891A (en) * 2016-10-19 2017-03-15 广州视源电子科技股份有限公司 The automatic testing method and device of user interface
CN108121648A (en) * 2016-11-29 2018-06-05 北京京东尚科信息技术有限公司 A kind of interface error monitoring method
CN108121648B (en) * 2016-11-29 2020-09-01 北京京东尚科信息技术有限公司 Interface error monitoring method
CN108694104A (en) * 2017-04-12 2018-10-23 北京京东尚科信息技术有限公司 A kind of interface function contrast test method, apparatus, electronic equipment and storage medium
CN107885665A (en) * 2017-12-28 2018-04-06 努比亚技术有限公司 With case script method of testing, mobile terminal and computer-readable recording medium
CN108334450A (en) * 2018-01-26 2018-07-27 深圳市瑞云科技有限公司 A kind of test method of CG rendering clients
CN111143188A (en) * 2018-11-02 2020-05-12 中移(杭州)信息技术有限公司 Method and equipment for automatically testing application
CN111143188B (en) * 2018-11-02 2023-09-22 中移(杭州)信息技术有限公司 Method and equipment for automatically testing application
CN111239584A (en) * 2019-12-31 2020-06-05 视航机器人(佛山)有限公司 Mainboard testing device, system and method applied to unmanned forklift
CN113467864A (en) * 2020-03-31 2021-10-01 福建天泉教育科技有限公司 Mobile terminal H5 user interface adaptation test method and system thereof
CN112686338A (en) * 2021-03-10 2021-04-20 卡斯柯信号(北京)有限公司 Image information identification method, device, equipment and storage medium

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