CN106055475A - Version compatibility detection method and apparatus - Google Patents
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- CN106055475A CN106055475A CN201610354994.6A CN201610354994A CN106055475A CN 106055475 A CN106055475 A CN 106055475A CN 201610354994 A CN201610354994 A CN 201610354994A CN 106055475 A CN106055475 A CN 106055475A
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- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3668—Software testing
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Abstract
The present invention discloses a version compatibility detection method, comprising: obtaining first document screenshots corresponding to storage documents of a first version application; obtaining second document screenshots when a second version application loads the storage documents of the first version application; comparing similarity of the first document screenshots and the second document screenshots, and obtaining a similarity report; and comparing the similarity report with a prestored standard similarity report, and detecting version compatibility of the first version application and the second version application according to the comparison result. Accordingly, the present invention also discloses a version compatibility detection apparatus. By adoption of the embodiments, version compatibility detection efficiency and accuracy can be improved.
Description
Technical field
The present invention relates to computer software testing field, particularly relate to a kind of version compatibility detection method and device.
Background technology
In prior art, software storage document edition compatibility test, need tester by announced legacy version (as
EN3.0.3, EN3.0.4, EN3.0.5, EN3.1.0, EN3.1.1) software development storage document be currently needed for issue new
Version (such as EN5) software is opened, then artificial contrast's new version software is opened storage document and beaten with the legacy version software made before
When opening this storage document, the most consistent in terms of content display, in terms of element behavior, and then determine that current redaction is to early version
Compatible context.But, this method of testing needs manually to carry out, and spends the substantial amounts of testing time.And, incompatible version
Problem is probably and is caused, if after new version software has been developed by the time by the code revision in new version software development process
Detect again, it is difficult to find incompatible reason, also can extend the cycle of software version iteration simultaneously.
Summary of the invention
The embodiment of the present invention proposes a kind of version compatibility detection method and device, it is possible to increase the detection of version compatibility
Efficiency and accuracy rate.
The embodiment of the present invention provides a kind of version compatibility detection method, including:
Obtain the corresponding first document sectional drawing of storage document of first version application program；
The second document when obtaining the storage document of the second edition application program described first version application program of loading cuts
Figure；
Contrast described first document sectional drawing and the similarity of described second document sectional drawing, it is thus achieved that similarity is reported；
The report of described similarity is contrasted with the standard similarity report prestored, and according to comparing result detection
First version application program and the version compatibility of described second edition application program.
Further, the corresponding first document sectional drawing of storage document of described acquisition first version application program, specifically wraps
Include:
Judge whether the storage document of described first version application program has the first document sectional drawing；
From described storage document, the most then read the first document sectional drawing；
If it is not, the first document sectional drawing when then obtaining the described first version application program described storage document of loading.
Further, described first document sectional drawing includes N number of first page sectional drawing, and described second document sectional drawing includes N number of
Second page sectional drawing, described N number of first page sectional drawing and described N number of second page sectional drawing one_to_one corresponding；N≥1；
The described first document sectional drawing of described contrast and the similarity of described second document sectional drawing, it is thus achieved that similarity is reported, tool
Body includes:
Use perception hash algorithm, calculate the similar of the corresponding second page sectional drawing of each first page sectional drawing one by one
Degree, it is thus achieved that N number of Page resemblance, and described N number of Page resemblance is saved as similarity report.
Further, the report of described standard similarity includes N number of standard similarity；Described N number of standard similarity is with described
N number of Page resemblance one_to_one corresponding in similarity report；
The described report of described similarity report with the standard similarity prestored contrasts, and detects according to comparing result
Described first version application program and the version compatibility of described second edition application program, specifically include:
One by one standard similarity corresponding for each Page resemblance in the report of described similarity is carried out contrast inspection
Survey；
If detecting, the difference of the corresponding standard similarity of described Page resemblance more than predetermined threshold value, then judges institute
State the incompatible version of first version application program and described second edition application program；
If detecting, the difference of the corresponding standard similarity of each Page resemblance is respectively less than predetermined threshold value, then judge
Described first version application program and the edition compatibility of described second edition application program.
Further, described judgement described first version application program and described second edition application program version not
After compatibility, also include:
The report of described similarity is sent to user side, checks in described second edition application program for tester
Incompatible position.
Correspondingly, the embodiment of the present invention also provides for a kind of version compatibility detection device, including:
First document sectional drawing acquisition module, for obtaining corresponding first document of storage document of first version application program
Sectional drawing；
Second document sectional drawing acquisition module, is used for obtaining second edition application program and loads described first version application program
Storage document time the second document sectional drawing；
Similarity comparison module, for contrasting described first document sectional drawing and the similarity of described second document sectional drawing, obtains
Obtain similarity report；And,
Compatible detection module, for the report of described similarity is contrasted with the standard similarity report prestored, and
The version compatibility of described first version application program and described second edition application program is detected according to comparing result.
Further, described first document sectional drawing acquisition module specifically includes:
Whether judging unit, have the first document in the storage document judging described first version application program and cut
Figure；
Read unit, for when described judging unit is judged to be, from described storage document, reads the first document cut
Figure；And,
Acquiring unit, for when described judging unit is judged to no, obtains described first version application program and loads institute
State the first document sectional drawing during storage document.
Further, described first document sectional drawing includes N number of first page sectional drawing, and described second document sectional drawing includes N number of
Second page sectional drawing, described N number of first page sectional drawing and described N number of second page sectional drawing one_to_one corresponding；N≥1；
Described similarity comparison module specifically for use perception hash algorithm, calculate one by one each first page sectional drawing with
The similarity of the second page sectional drawing of its correspondence, it is thus achieved that N number of Page resemblance, and described N number of Page resemblance is saved as phase
Seemingly spend report.
Further, the report of described standard similarity includes N number of standard similarity；Described N number of standard similarity is with described
N number of Page resemblance one_to_one corresponding in similarity report；
Described compatible detection module specifically includes:
Comparison and detection unit, for one by one by standard corresponding for each Page resemblance in the report of described similarity
Similarity carries out comparison and detection；
Incompatible identifying unit, for big in the difference detecting the corresponding standard similarity of described Page resemblance
When predetermined threshold value, it is determined that described first version application program and the incompatible version of described second edition application program；And,
Compatible identifying unit, for the least in the difference detecting the corresponding standard similarity of each Page resemblance
When predetermined threshold value, it is determined that described first version application program and the edition compatibility of described second edition application program.
Further, described version compatibility detection device also includes:
Sending module, for the report of described similarity is sent to user side, checks the described second edition for tester
Incompatible position in application.
Implement the embodiment of the present invention, have the advantages that
The version compatibility detection method of embodiment of the present invention offer and device, it is possible to two version application programs are loaded
Storage document document sectional drawing contrast, it is thus achieved that similarity report, and then by similarity report and standard similarity report into
Row contrast, to judge the version compatibility of these two version application programs, it is not necessary to manual detection, improves detection efficiency, and avoids
The error too much caused due to version during manual detection, improves Detection accuracy.
And, each page screenshot in two document sectional drawings is contrasted respectively, it is thus achieved that each Page resemblance, then
In being reported with standard similarity by each Page resemblance, corresponding standard similarity contrasts, and improves detection further accurately
Rate, and, when incompatible version, it is possible to quickly check incompatible position for tester.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of an embodiment of the version compatibility detection method that the present invention provides；
Fig. 2 is the schematic flow sheet of an embodiment of step S4 in Fig. 1；
Fig. 3 is the structural representation of an embodiment of the version compatibility detection device that the present invention provides；
Fig. 4 is the structural representation of an embodiment of compatible detection device in Fig. 3.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Describe, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments wholely.Based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under not making creative work premise
Embodiment, broadly falls into the scope of protection of the invention.
See Fig. 1, the schematic flow sheet of an embodiment of the version compatibility detection method that the present invention provides, including:
S1, the corresponding first document sectional drawing of storage document of acquisition first version application program；
S2, acquisition second edition application program load the second document during the storage document of described first version application program
Sectional drawing；
S3, contrast described first document sectional drawing and the similarity of described second document sectional drawing, it is thus achieved that similarity is reported；
S4, by described similarity report with prestore standard similarity report contrast, and according to comparing result detection
Described first version application program and the version compatibility of described second edition application program.
It should be noted that first version application program is legacy version application program, second edition application program is new edition
Application.When developing redaction application program, need to ensure that redaction application program can normally open legacy version application
The storage document of program, and normally show content therein, thus the compatibility of new and old edition need to be detected.To two
Before the version compatibility of version application program detects, the standard similarity report of new and old edition application program need to be made.First
The acquisition new and old edition application program all page screenshots when loading the storage document of legacy version application program respectively, wherein,
Storage document is courseware, then contrasts two page screenshots of each page one by one, it is thus achieved that the similarity of each page, and
The similarity of each page is saved in xml document output.Owing to application program there will be during version iteration
The change of UI so that as the page screenshot of new and old edition application program is difficult to very, and detects device and be difficult to judge the page
Sectional drawing different is that application version is incompatible to cause or reasonably, it is therefore desirable to tester manually determines compatible mark
Accurate.Tester opens the page situation of same storage document and judges that new and old edition is by observing new and old edition application program
No compatibility, if tester to judge new and old edition compatible, then the xml document of output is reported as standard similarity, using as
First version application program and the judgment criteria of the edition compatibility of second edition application program write.
During the exploitation to redaction application program, need in real time the compatibility of redaction application program to be detected.
After often change program, obtain redaction application program load legacy version storage document the second document sectional drawing, and by this second
Document sectional drawing contrasts with the first document sectional drawing of legacy version storage document, it is thus achieved that the similarity report of two versions, then will
The report of this similarity contrasts with the report of standard similarity, whether has influence on new edition with the change in detection development process in time
The compatibility of save routine in application.The method using real time automatic detection, improves the detection effect of version compatibility
Rate and accuracy rate.
Further, the corresponding first document sectional drawing of storage document of described acquisition first version application program, specifically wraps
Include:
Judge whether the storage document of described first version application program has the first document sectional drawing；
From described storage document, the most then read the first document sectional drawing；
If it is not, the first document sectional drawing when then obtaining the described first version application program described storage document of loading.
It should be noted that when obtaining the first document sectional drawing, if existing first document sectional drawing in storage document, the most directly
Read from storage document；If storage document does not has the first document sectional drawing, then control first version application program and load
It stores document, and obtains the sectional drawing of page area, thus obtains the first document sectional drawing.
Further, described first document sectional drawing includes N number of first page sectional drawing, and described second document sectional drawing includes N number of
Second page sectional drawing, described N number of first page sectional drawing and described N number of second page sectional drawing one_to_one corresponding；N≥1；
The described first document sectional drawing of described contrast and the similarity of described second document sectional drawing, it is thus achieved that similarity is reported, tool
Body includes:
Use perception hash algorithm, calculate the similar of the corresponding second page sectional drawing of each first page sectional drawing one by one
Degree, it is thus achieved that N number of Page resemblance, and described N number of Page resemblance is saved as similarity report.
It should be noted that obtain the first document sectional drawing time, to the first page sectional drawing in the first document sectional drawing according to
Sequence of pages is numbered, such as slide_1, slide_2 ..., and the first page sectional drawing after numbering is put into the literary composition of courseware name
Under part folder, then this file is placed under legacy version file.Equally, when obtaining the second document sectional drawing, to the second document
Second page sectional drawing in sectional drawing is identically numbered according to sequence of pages, such as slide_1, slide_2 ..., and by after numbering
Second page sectional drawing put into courseware name file under, then this file be placed on new edition file folder under.
The first page sectional drawing of the courseware under traversal legacy version file, and find identical courseware from new edition file is pressed from both sides
The second page sectional drawing of the identical numbering under filename, i.e. obtains the sectional drawing that the same page is opened in new and old edition.And then, right
Two page screenshots are first respectively divided into the square of some 16*16, then use perception Hash by the similarity of two page screenshots
Algorithm calculates the similarity of corresponding square in two page screenshots, and then according to calculating the similar of all corresponding square that obtains
Degree, calculates the average similarity of two page screenshots, thus obtains the Page resemblance of two page screenshots.To legacy version file
All page screenshots of folder and the lower courseware of new edition file folder carry out above-mentioned process, thus obtain the similar of all pages of courseware
Degree, and all Page resemblances are saved as similarity report detect.
Further, the report of described standard similarity includes N number of standard similarity；Described N number of standard similarity is with described
N number of Page resemblance one_to_one corresponding in similarity report.
As in figure 2 it is shown, described, the report of described similarity is contrasted with the standard similarity report prestored, and according to right
Detect the version compatibility of described first version application program and described second edition application program than result, specifically include:
S41, one by one described similarity is reported in the corresponding standard similarity of each Page resemblance carry out right
Than detection；
If S42 detects that the difference of the corresponding standard similarity of described Page resemblance more than predetermined threshold value, is then sentenced
Fixed described first version application program and the incompatible version of described second edition application program；
If the difference that S43 detects the corresponding standard similarity of each Page resemblance is respectively less than predetermined threshold value, then
Judge the edition compatibility of described first version application program and described second edition application program.
It should be noted that by each Page resemblance of two version application programs of detecting in real time respectively with its phase
The standard similarity answered carries out comparison and detection, if the difference of the corresponding standard similarity of this Page resemblance exceedes default threshold
Value, generally 5/1000ths, then explanation the two incompatible version；If the standard similarity phase that this Page resemblance is corresponding
With, or difference is not less than predetermined threshold value, then explanation the two edition compatibility.
Further, described judgement described first version application program and described second edition application program version not
After compatibility, also include:
The report of described similarity is sent to user side, checks in described second edition application program for tester
Incompatible position.
It should be noted that when finding incompatible version, similarity report need to be sent to tester and carry out into one
Step checks, in order to tester quickly orients position incompatible in redaction application program, and then carries out corresponding compatibility
Adaptive.
The version compatibility detection method that the embodiment of the present invention provides, it is possible to by two version application program load store literary compositions
The document sectional drawing of shelves contrasts, it is thus achieved that similarity is reported, and then similarity report is contrasted with the report of standard similarity,
To judge the version compatibility of these two version application programs, it is not necessary to manual detection, improve detection efficiency, and avoid manual detection
Time the error that too much causes due to version, improve Detection accuracy；And, each page screenshot in two document sectional drawings is divided
Do not contrast, it is thus achieved that each Page resemblance, then by each Page resemblance and corresponding standard in the report of standard similarity
Similarity contrasts, and improves Detection accuracy further, and, when incompatible version, it is possible to quickly examine for tester
Find incompatible position.
Accordingly, the present invention also provides for a kind of version compatibility detection device, it is possible to realize the version in above-described embodiment
All flow processs of compatible detection method.
See Fig. 3, be the structural representation of an embodiment of the version compatibility detection device that the present invention provides, bag
Include:
First document sectional drawing acquisition module 1, for obtaining corresponding first literary composition of the storage document of first version application program
Shelves sectional drawing；
Second document sectional drawing acquisition module 2, is used for obtaining second edition application program and loads described first version application journey
Sequence storage document time the second document sectional drawing；
Similarity comparison module 3, for contrasting described first document sectional drawing and the similarity of described second document sectional drawing, obtains
Obtain similarity report；And,
Compatible detection module 4, for the report of described similarity is contrasted with the standard similarity report prestored, and
The version compatibility of described first version application program and described second edition application program is detected according to comparing result.
Further, described first document sectional drawing acquisition module specifically includes:
Whether judging unit, have the first document in the storage document judging described first version application program and cut
Figure；
Read unit, for when described judging unit is judged to be, from described storage document, reads the first document cut
Figure；And,
Acquiring unit, for when described judging unit is judged to no, obtains described first version application program and loads institute
State the first document sectional drawing during storage document.
Further, described first document sectional drawing includes N number of first page sectional drawing, and described second document sectional drawing includes N number of
Second page sectional drawing, described N number of first page sectional drawing and described N number of second page sectional drawing one_to_one corresponding；N≥1；
Described similarity comparison module specifically for use perception hash algorithm, calculate one by one each first page sectional drawing with
The similarity of the second page sectional drawing of its correspondence, it is thus achieved that N number of Page resemblance, and described N number of Page resemblance is saved as phase
Seemingly spend report.
Further, the report of described standard similarity includes N number of standard similarity；Described N number of standard similarity is with described
N number of Page resemblance one_to_one corresponding in similarity report.
As shown in Figure 4, described compatible detection module 4 specifically includes:
Comparison and detection unit 41, for one by one by mark corresponding for each Page resemblance in the report of described similarity
Quasi-similarity carries out comparison and detection；
Incompatible identifying unit 42, in the difference detecting the corresponding standard similarity of described Page resemblance
During more than predetermined threshold value, it is determined that described first version application program and the incompatible version of described second edition application program；With
And,
Compatible identifying unit 43, for equal in the difference detecting the corresponding standard similarity of each Page resemblance
During less than predetermined threshold value, it is determined that described first version application program and the edition compatibility of described second edition application program.
Further, described version compatibility detection device also includes:
Sending module, for the report of described similarity is sent to user side, checks the described second edition for tester
Incompatible position in application.
The version compatibility detection device that the embodiment of the present invention provides, it is possible to by two version application program load store literary compositions
The document sectional drawing of shelves contrasts, it is thus achieved that similarity is reported, and then similarity report is contrasted with the report of standard similarity,
To judge the version compatibility of these two version application programs, it is not necessary to manual detection, improve detection efficiency, and avoid manual detection
Time the error that too much causes due to version, improve Detection accuracy；And, each page screenshot in two document sectional drawings is divided
Do not contrast, it is thus achieved that each Page resemblance, then by each Page resemblance and corresponding standard in the report of standard similarity
Similarity contrasts, and improves Detection accuracy further, and, when incompatible version, it is possible to quickly examine for tester
Find incompatible position.
The above is the preferred embodiment of the present invention, it is noted that for those skilled in the art
For, under the premise without departing from the principles of the invention, it is also possible to make some improvements and modifications, these improvements and modifications are also considered as
Protection scope of the present invention.
Claims (10)
1. a version compatibility detection method, it is characterised in that including:
Obtain the corresponding first document sectional drawing of storage document of first version application program；
Obtain the second document sectional drawing during the storage document of the second edition application program described first version application program of loading；
Contrast described first document sectional drawing and the similarity of described second document sectional drawing, it is thus achieved that similarity is reported；
The report of described similarity is contrasted with the standard similarity report prestored, and detects described first according to comparing result
Version application program and the version compatibility of described second edition application program.
2. version compatibility detection method as claimed in claim 1, it is characterised in that described acquisition first version application program
The corresponding first document sectional drawing of storage document, specifically include:
Judge whether the storage document of described first version application program has the first document sectional drawing；
From described storage document, the most then read the first document sectional drawing；
If it is not, the first document sectional drawing when then obtaining the described first version application program described storage document of loading.
3. version compatibility detection method as claimed in claim 1 or 2, it is characterised in that described first document sectional drawing includes N
Individual first page sectional drawing, described second document sectional drawing includes N number of second page sectional drawing, described N number of first page sectional drawing and described N
Individual second page sectional drawing one_to_one corresponding；N≥1；
The described first document sectional drawing of described contrast and the similarity of described second document sectional drawing, it is thus achieved that similarity is reported, specifically wraps
Include:
Use perception hash algorithm, calculate the similarity of the corresponding second page sectional drawing of each first page sectional drawing one by one,
Obtain N number of Page resemblance, and described N number of Page resemblance is saved as similarity report.
4. version compatibility detection method as claimed in claim 3, it is characterised in that the report of described standard similarity includes N
Individual standard similarity；Described N number of standard similarity and the N number of Page resemblance one_to_one corresponding in the report of described similarity；
The described report of described similarity report with the standard similarity prestored contrasts, and according to comparing result detection
First version application program and the version compatibility of described second edition application program, specifically include:
One by one standard similarity corresponding for each Page resemblance in the report of described similarity is carried out comparison and detection；
If detecting, the difference of the corresponding standard similarity of described Page resemblance more than predetermined threshold value, then judges described the
One version application program and the incompatible version of described second edition application program；
If detecting, the difference of the corresponding standard similarity of each Page resemblance is respectively less than predetermined threshold value, then judge described
First version application program and the edition compatibility of described second edition application program.
5. version compatibility detection method as claimed in claim 4, it is characterised in that should in the described first edition of described judgement
After the program incompatible version with described second edition application program, also include:
The report of described similarity is sent to user side, checks not holding concurrently in described second edition application program for tester
Hold position.
6. a version compatibility detection device, it is characterised in that including:
First document sectional drawing acquisition module, cuts for obtaining corresponding first document of storage document of first version application program
Figure；
Second document sectional drawing acquisition module, loads depositing of described first version application program for obtaining second edition application program
The second document sectional drawing during storage document；
Similarity comparison module, for contrasting described first document sectional drawing and the similarity of described second document sectional drawing, it is thus achieved that phase
Seemingly spend report；And,
Compatible detection module, for the report of described similarity is contrasted with the standard similarity report prestored, and according to
Comparing result detects the version compatibility of described first version application program and described second edition application program.
7. version compatibility detection device as claimed in claim 6, it is characterised in that described first document sectional drawing acquisition module
Specifically include:
Whether judging unit, have the first document sectional drawing in the storage document judging described first version application program；
Read unit, for when described judging unit is judged to be, from described storage document, read the first document sectional drawing；With
And,
Acquiring unit, for when described judging unit is judged to no, obtains and deposits described in the loading of described first version application program
The first document sectional drawing during storage document.
Version compatibility detection device the most as claimed in claims 6 or 7, it is characterised in that described first document sectional drawing includes N
Individual first page sectional drawing, described second document sectional drawing includes N number of second page sectional drawing, described N number of first page sectional drawing and described N
Individual second page sectional drawing one_to_one corresponding；N≥1；
Described similarity comparison module, specifically for using perception hash algorithm, calculates each first page sectional drawing right with it one by one
The similarity of the second page sectional drawing answered, it is thus achieved that N number of Page resemblance, and described N number of Page resemblance is saved as similarity
Report.
9. version compatibility detection device as claimed in claim 8, it is characterised in that the report of described standard similarity includes N
Individual standard similarity；Described N number of standard similarity and the N number of Page resemblance one_to_one corresponding in the report of described similarity；
Described compatible detection module specifically includes:
Comparison and detection unit, for one by one by similar for standard corresponding for each Page resemblance in the report of described similarity
Degree carries out comparison and detection；
Incompatible identifying unit, for detecting that the difference of the corresponding standard similarity of described Page resemblance is more than pre-
If during threshold value, it is determined that described first version application program and the incompatible version of described second edition application program；And,
Compatible identifying unit, for being respectively less than pre-in the difference detecting the corresponding standard similarity of each Page resemblance
If during threshold value, it is determined that described first version application program and the edition compatibility of described second edition application program.
10. version compatibility detection device as claimed in claim 9, it is characterised in that described version compatibility detection device
Also include:
For tester, sending module, for the report of described similarity is sent to user side, checks that the described second edition should
With the incompatible position in program.
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| CN112153374A (en) * | 2020-09-25 | 2020-12-29 | 腾讯科技（深圳）有限公司 | Method, device and equipment for testing video frame image and computer storage medium |
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| CN106776490A (en) * | 2016-11-21 | 2017-05-31 | 广州视源电子科技股份有限公司 | A kind of offline courseware upward-compatible method, apparatus and system |
| CN106776490B (en) * | 2016-11-21 | 2019-07-16 | 广州视源电子科技股份有限公司 | A kind of method, apparatus and system that offline courseware is upward-compatible |
| CN108170606A (en) * | 2018-01-03 | 2018-06-15 | 中国工商银行股份有限公司 | The test system and method for system software upgrading class application |
| CN111159607A (en) * | 2018-11-07 | 2020-05-15 | 中国移动通信集团重庆有限公司 | Website compatibility setting method, device, equipment and medium |
| CN111159607B (en) * | 2018-11-07 | 2023-09-19 | 中国移动通信集团重庆有限公司 | Website compatibility setting method, device, equipment and medium |
| CN111079403A (en) * | 2019-12-10 | 2020-04-28 | 深圳市兴之佳科技有限公司 | Page comparison method and device |
| CN111079403B (en) * | 2019-12-10 | 2023-08-08 | 深圳市兴之佳科技有限公司 | Page comparison method and device |
| CN112153374A (en) * | 2020-09-25 | 2020-12-29 | 腾讯科技（深圳）有限公司 | Method, device and equipment for testing video frame image and computer storage medium |
| CN112153374B (en) * | 2020-09-25 | 2022-06-07 | 腾讯科技（深圳）有限公司 | Method, device and equipment for testing video frame image and computer storage medium |
| CN112363919A (en) * | 2020-11-02 | 2021-02-12 | 北京云测信息技术有限公司 | Automatic test method, device, equipment and storage medium for user interface AI |
| CN112363919B (en) * | 2020-11-02 | 2024-02-13 | 北京云测信息技术有限公司 | User interface AI automatic test method, device, equipment and storage medium |
| CN113176976A (en) * | 2021-04-12 | 2021-07-27 | 网易（杭州）网络有限公司 | Method and device for monitoring on-shelf inclusion of application program |
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