CN103336760B - A kind of method and device based on reverse-engineering automatic generating software document - Google Patents
A kind of method and device based on reverse-engineering automatic generating software document Download PDFInfo
- Publication number
- CN103336760B CN103336760B CN201310289817.0A CN201310289817A CN103336760B CN 103336760 B CN103336760 B CN 103336760B CN 201310289817 A CN201310289817 A CN 201310289817A CN 103336760 B CN103336760 B CN 103336760B
- Authority
- CN
- China
- Prior art keywords
- function
- overall situation
- relation
- static
- graph
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
Abstract
The present invention relates to a kind of method and device based on reverse-engineering automatic generating software document, including: scanning source program, it is thus achieved that function annotation, mutual call relation and mutual inclusion relation between function details, function；Function performance information is extracted by natural language recognition；Overall situation function call graph and overall situation function inclusion relation figure is generated respectively based on call relation mutual between function details, function and mutually inclusion relation；Automatic generating software specification document is generated based on function performance information, function details and overall situation function call graph；Systems function diagram is generated based on function performance information and overall situation function inclusion relation figure；Based on systems function diagram automatic generating software requirements specification document.Automatic generating software requirements specification document of the present invention and software design explanation document, it is achieved that by the reverse-engineering of code to document, application is wide, and the suitability is strong.
Description
Technical field
The present invention relates to reverse Engineering Technology field, particularly relate to a kind of based on reverse-engineering automatic generating software document
Method and device.
Background technology
Reverse-engineering comes from hardware art, refers to the process by checking sample exploitation complex hardware system reduction, main
Refer to study other people system, find its operation principle, to reach to replicate the purpose of hardware system.Along with the development of software industry,
This term of reverse-engineering is introduced into field of software engineering, and reverse-engineering is for turning from the rudimentary abstraction hierarchy of source program code
It is changed to the expression of higher abstraction hierarchy, such as controlling stream graph, data flow diagram, class graph of a relation etc..Reverse-engineering is a design recovery
Process, the design information of reverse engineering tools extracted data, architecture and process from present program analyzes program, with
Certain process represented of program is created on abstraction hierarchy more higher than source code.
Program comprehension is a process obtaining knowledge information from computer program.These knowledge informations may be used for journey
In the work of the aspects such as sequence misarrangement, enhancing program, reuse program and arrangement document.Program comprehension is the one of field of software engineering
Individual pith.Soft project the most it is of concern that how to improve production efficiency and the speed measuring with software of software development process,
But, just allow of no optimist from the point of view of current practical situation.Most software development effort spend in safeguard in legacy system rather than
Developing in new system, resource and time in terms of user's maintenance account for significant proportion.
The natural language recognition related in reverse Engineering Technology refers to: use artificial intelligence
The natural language mechanism computer program of setting is given expression to by the theory and technology of (ArtificialIntelligence, AI)
Come, thus construct it will be appreciated that and identify natural language artificial intelligence system.Natural language recognition is as artificial intelligence's
One important branch, is also an important component part of language information processing simultaneously.The identification of natural language is many to language
Plant identification and the process of expression way.Natural language recognition requires, into calculating by some conventional be identified and processed, to make
Machine must be calculated and can understand the implication of this language, and represent by the way of certain.Specifically, this process is i.e. meter
Word, word, sentence input by calculation machine, export, identify, analyze, understand and a series of operation and the processing such as generation, thus sets up
Rise with the relation of close friend closely between important task and machine, accelerate information transmission and the cognitive activities of the mankind.
The system of existing reverse-engineering and program comprehension also compares many, such as Rigi, Javadoc, Doxygen, JBPAS-C
++ etc..These instruments can generate some view, documents etc. according to source code and describe the information of software system.But this
A little systems have used a lot of restriction, and more complicated, it is difficult to understand.
Such as Javadoc is only used for Java language, and it is that the document embedded in its NetBeanIDE of Sun Microsystems is automatic
Core Generator, is a part for Java development platform.Javadoc uses Java compiler scanning Java source file collection, from source generation
Doc annotation in Ma generates the API document of the html format being similar to javaapi document.Therefore its form to annotation
Require the highest, only carry out the annotation write according to its requirement, just can extract.
Doxygen be a kind of increase income, cross-platform document creating system.Opened by Dutchman Dimitri vanHeesch
Send out, issue under the public license of GNU just (GPL), have become as the incidental component of each main Linux release at present.
The language that Doxygen supports has C++, C, Java, Objeetive-C, Python and IDL, and support to a certain extent PHP,
C# and D.The document format that Doxygen generates has: HTML, Latex, RTF (MS-Word), Postscript, PDF, compresses HTML
And UNIXmall.And support class hierarchy figure, Similar integral figure, dependency graph, call figure and cooperation map generalization, the literary composition generated in addition
Available 30 polyglots of shelves show.The document annotation of Doxygen is divided into detailed and brief two kinds, and Doxygen can root
Generating document according to annotation, if not annotation in document, Doxygen generates other kinds of document.This system uses joins
Put more complicated, and have a variety of situation can process mistake.Such as voidf (int);F can be considered as a not return value
Function declaration.And constint (a);The words a also can be considered as name be the function declaration of a.Such fundamental errors,
Obviously the document extracted can be caused inaccurate.
Risils, ol a: program comprehension tool supporting reverse-engineering, its work is made up of two parts: 1. dissect
Stage.2. excavate the stage.The main work of anatomy stage is: dissect source program, generates an energy with the image editor carried
The resource flow plane graph enough operated and browse.The excavation stage subsequently is a semi-automatic stage, relate to some patterns
Identify skill and domain knowledge.In this stage, reverse-engineering personnel are by dissecting the plane graph of stage foundation, determine in source program
The subsystem contained, constructs significant higher level of abstraction model.These subsystems can recursively be restrained and open, and form one
Individual hierarchical structure.Rigi can filter out unwanted information by the type being concerned about according to user, user friendly browses.
Work main for Rigi is placed on the generation of the abstract of exposing system and subsystem level.These hierarchical structures are the most calm
Browse and play an important role, the document that these information can understand as concurrent program in Software maintenance process, with
For reference.But, Rigi does not support directly search source code text.
JBPAS-C++ is the reverse-engineering ingredient of Qingniao Co.'s type-Ⅱ system, JBPAS-C++ support C/C++ language and
Windows platform, it is possible to generate OOD (Object-OrientedDesign) document and Rose document.But this system generates
Document still indigestion on illustrative, also exists deficiency.
To sum up, the present invention proposes method and the dress of a kind of new automatic generating software document being applied in reverse-engineering
Put.
Summary of the invention
The technical problem to be solved is to provide a kind of method based on reverse-engineering automatic generating software document
And device, for solving present in prior art, reverse-engineering to generate the deficiency of software document method.
The technical scheme is that a kind of based on reverse-engineering automatic generating software document
Method, including:
Step 1, is scanned source program analyzing, it is thus achieved that function annotation, mutually call pass between function details, function
Mutual inclusion relation between system and function；
Step 2, carries out natural language recognition to function annotation and function details, extracts function performance information；
Step 3, based on function details, and mutually mutual inclusion relation between call relation and function between associative function,
Generate overall situation function call graph and overall situation function inclusion relation figure respectively；
Step 4, automatically generates soft based on the generation of function performance information, function details and overall situation function call graph
Part specification document；
Step 5, based on function performance information and overall situation function inclusion relation figure, generates systems function diagram；
Step 6, based on systems function diagram automatic generating software requirements specification document.
On the basis of technique scheme, the present invention can also do following improvement.
Further, described function details include that function name, original position, function place class, return value, parameter arrange
Table, interface and inside realize logic.
Further, described step 3 use the global path towards function level node analyze method generation overall situation function tune
Use graph of a relation.
Further, described method based on reverse-engineering automatic generating software document also includes: if source program is towards right
The program of elephant, then obtain category information also by being scanned source program analyzing, and annotate generation class figure based on category information and class
With class call graph.
Corresponding above-mentioned method based on reverse-engineering automatic generating software document, technical scheme also includes one
Planting device based on reverse-engineering automatic generating software document, this device includes that source code static analyzes scanning device, function performance
Information extractor, overall situation function graph of a relation maker, software design explanation maker, systemic-function diagram generator and software requirement
Specification maker:
Described source code static analyzes scanning device, and it for being scanned analysis to source program, it is thus achieved that function annotation, function
Mutual mutual inclusion relation between call relation and function between details, function, and function annotation and function details are passed
It is defeated by described function performance information extractor, mutually mutually will comprise between call relation and function between function details, function
Relation is transferred to described holotopy diagram generator；
Described function performance information extractor, it is for carrying out nature language to the function annotation received and function details
Speech identifies, extracts function performance information, and function performance information is transferred to described software design explanation maker and described
Systemic-function diagram generator；
Described overall situation function graph of a relation maker, it is for the function details according to reception, and combines the letter of reception
Mutual inclusion relation between several mutual call relations and function, generates overall situation function call graph respectively and overall situation function comprises
Graph of a relation, and the overall situation function call graph of generation is transferred to described software design explanation maker, the overall situation that will generate
Function inclusion relation figure is transferred to described systemic-function diagram generator；
Described software design explanation maker, it is for according to the function performance information received, function details and complete
Office's function call relationship graph automatic generating software specification document；
Described systemic-function diagram generator, it is for according to receiver function function information and overall situation function inclusion relation figure,
Generate systems function diagram, and the systems function diagram of generation is transferred to described Software Requirement Specification maker；
Described requirements specification maker, it is for according to the systems function diagram automatic generating software requirement specification received
Document is described.
Further, described source code static analyze scanning device obtain function details include function name, original position,
Function place class, return value, parameter list, interface and inside realize logic.
Further, described overall situation function graph of a relation maker includes global path and analyzes module, and this global path is analyzed
Module is for by generating overall situation function call relationship graph towards the global path of function level node analysis method.
Further, described device based on reverse-engineering automatic generating software document also includes class relation maker, and it is used
In when source program is OO program, based on category information, class annotation and overall situation function call graph generate class figure and
Class call graph.
The invention has the beneficial effects as follows: the present invention carries out information retrieval by annotate function and function details etc.,
Obtain the corresponding relation of function and function, obtain systems function diagram by function with function corresponding relation and function inclusion relation,
Automatic generating software requirements specification document, thus realize by the reverse-engineering of code to document.Again by function and function
Corresponding relation, function calling relationship and function realize information, automatic generating software specification document, thus realize by code
Reverse-engineering to document.The method application is wide, it is adaptable to the common system such as vista, win7, and corresponding device configuration is simple,
The process generating software document is simple and rigorous, and the software document error rate of generation is low, supports direct search source code text, and
Result should be readily appreciated that.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of method based on reverse-engineering automatic generating software document of the present invention；
Fig. 2 is the principle schematic of device based on reverse-engineering automatic generating software document of the present invention.
Detailed description of the invention
Being described principle and the feature of the present invention below in conjunction with accompanying drawing, example is served only for explaining the present invention, and
Non-for limiting the scope of the present invention.
As it is shown in figure 1, this gives a kind of method based on reverse-engineering automatic generating software document, bag
Include:
Step 1, is scanned source program analyzing, it is thus achieved that function annotation, mutually call pass between function details, function
Mutual inclusion relation between system and function；
Step 2, carries out natural language recognition to function annotation and function details, extracts function performance information；
Step 3, based on function details, and mutually mutual inclusion relation between call relation and function between associative function,
Generate overall situation function call graph and overall situation function inclusion relation figure respectively；
Step 4, automatically generates soft based on the generation of function performance information, function details and overall situation function call graph
Part specification document；
Step 5, based on function performance information and overall situation function inclusion relation figure, generates systems function diagram；
Step 6, based on systems function diagram automatic generating software requirements specification document.
In the present embodiment, described function details include function name, original position, function place class, return value, parameter
List, interface and inside realize logic；Described step 3 use the global path towards function level node analyze method generation entirely
Office's function call relationship graph；Described method based on reverse-engineering automatic generating software document also includes: if source program be towards
The program of object, then obtain category information also by being scanned source program analyzing, and annotate generation class based on category information and class
Figure and class call graph.
As in figure 2 it is shown, corresponding above-mentioned method based on reverse-engineering automatic generating software document, the present embodiment gives
A kind of device based on reverse-engineering automatic generating software document, this device includes that source code static analyzes scanning device, function
Function information extractor, overall situation function graph of a relation maker, software design explanation maker, systemic-function diagram generator and software
Requirements specification maker:
Described source code static analyzes scanning device, and it for being scanned analysis to source program, it is thus achieved that function annotation, function
Mutual mutual inclusion relation between call relation and function between details, function, and function annotation and function details are passed
It is defeated by described function performance information extractor, mutually mutually will comprise between call relation and function between function details, function
Relation is transferred to described holotopy diagram generator；
Described function performance information extractor, it is for carrying out nature language to the function annotation received and function details
Speech identifies, extracts function performance information, and function performance information is transferred to described software design explanation maker and described
Systemic-function diagram generator；
Described overall situation function graph of a relation maker, it is for the function details according to reception, and combines the letter of reception
Mutual inclusion relation between several mutual call relations and function, generates overall situation function call graph respectively and overall situation function comprises
Graph of a relation, and the overall situation function call graph of generation is transferred to described software design explanation maker, the overall situation that will generate
Function inclusion relation figure is transferred to described systemic-function diagram generator；
Described software design explanation maker, it is for according to the function performance information received, function details and complete
Office's function call relationship graph automatic generating software specification document；
Described systemic-function diagram generator, it is for according to receiver function function information and overall situation function inclusion relation figure,
Generate systems function diagram, and the systems function diagram of generation is transferred to described Software Requirement Specification maker；
Described requirements specification maker, it is for according to the systems function diagram automatic generating software requirement specification received
Document is described.
Corresponding to the method step of the present embodiment, device based on reverse-engineering automatic generating software document described here is also
Including class relation maker, it is for when source program is OO program, based on category information, class annotation and overall situation function
Call graph generates class figure and class call graph.
With reference to Fig. 2, system source code is analyzed and processes by the present embodiment, it is thus achieved that Software Requirement Specification and software
Detailed design, concrete methods of realizing is as follows:
Step A, is scanned source program analyzing, it is thus achieved that pathway figure is called in the local of each function, then according to function
The function that the entrance order of connection performs, obtains overall situation function call graph, and detailed implementation here can use for reference (patent system
Unified test method for testing and device, look into the patent No.: CN101876939A).Method is analyzed according to the global path towards function level node
During being scanned source program analyzing, the title of each function and the original position of definition thereof, the returning of function can be obtained
Return the information such as annotation near value, parameter list, this function, moreover it is possible to mutual call relation between acquisition function and mutually comprising
Relation etc..If OO program, it is also possible to obtain the information of class, inheritance between the interface of realization and class
Deng.
Step B, according to the mutual call relation between information and the function of each function of acquisition, it is possible to obtain one complete
Office's function call relationship graph and overall situation function call path.If OO program, it is possible to obtain class figure.According to function
Call relation, it is possible to obtain the mutual call relation between class, obtains class call graph.
Step C, according to the mutual inclusion relation between function, it is possible to obtain an overall situation function inclusion relation figure.
Step D, for the identifier such as variable name and function name defined in source code, if all employ significant name
Claim, then then can use the translation between Chinese and English, it is thus achieved that the meaning representated by variable and function.Meanwhile, natural language is passed through
Identifying, process the annotation around function, the function information that extraction is relevant, with the meaning representated by the variable obtained and function
Justice combines can obtain the function corresponding to each function.
Step E, in conjunction with the function that call relation between the function details obtained, function is corresponding with function, it is possible to obtain
The detailed design information of system.Develop document General Requirement according to GJB438B-2009 Military Software, these information are inserted " soft
Part detailed design " document 4CSCI architecture Design in, i.e. according to standard automatic generating software detailed design document.Simultaneously
It is obtained in that the degree of coupling between the cohesion degree of systemic-function and systemic-function, can measure as the one of evaluating system quality.
Step F, according to the function that the inclusion relation between the function obtained and function are corresponding, can obtain systems function diagram, root
Develop document General Requirement according to GJB438B-2009 Military Software, these information are inserted " Software Requirement Specification " document
3.2CSCI ability and 3.3CSCI external interface demand, i.e. generate Software Requirement Specification document by standard.
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all spirit in the present invention and
Within principle, any modification, equivalent substitution and improvement etc. made, should be included within the scope of the present invention.
Claims (2)
1. a method based on reverse-engineering automatic generating software document, low for from source program code of described reverse-engineering
The abstraction hierarchy of level is converted to the controlling stream graph of higher abstraction hierarchy, data flow diagram, class relational graph represent, it is characterised in that
Including:
Step 1, source program is scanned analyze, it is thus achieved that function annotation, between function details, function mutual call relation and
Mutual inclusion relation between function；
Step 2, carries out natural language recognition to function annotation and function details, extracts function performance information；
Step 3, based on function details, and mutually mutual inclusion relation between call relation and function between associative function, respectively
Generate overall situation function call graph and overall situation function inclusion relation figure；
Step 4, generates automatic generating software based on function performance information, function details and overall situation function call graph and sets
Meter explanation document；
Step 5, based on function performance information and overall situation function inclusion relation figure, generates systems function diagram；
Step 6, based on systems function diagram automatic generating software requirements specification document；
Described function details include function name, original position, function place class, return value, parameter list, interface and inside
Realize logic；
Described step 3 use the global path towards function level node analyze method generation overall situation function call graph；
Described method also includes: if source program is OO program, then obtain also by being scanned source program analyzing
Category information, and annotate generation class figure and class call graph based on category information and class；
Wherein, described step 1 farther includes:
The source code of described source program is carried out pretreatment；
Source code is analyzed obtaining the logic branch of source code；
All static paths of system under test (SUT) are obtained according to logic branch；
Execution route in all static paths is tracked, during the execution of all static paths, there is static road
The inclusion relation in footpath and redundancy relationship；
The static path in all static paths with inclusion relation is optimized process and obtains the first test use cases, to institute
There is in static path the static path with redundancy relationship to be optimized process and obtain the second test use cases.
2. a device based on reverse-engineering automatic generating software document, low for from source program code of described reverse-engineering
The abstraction hierarchy of level is converted to the controlling stream graph of higher abstraction hierarchy, data flow diagram, class relational graph represent, it is characterised in that
Scanning device, function performance information extractor, overall situation function graph of a relation maker, software design explanation is analyzed including source code static
Maker, systemic-function diagram generator and Software Requirement Specification maker:
Described source code static analyzes scanning device, and it for being scanned analysis to source program, it is thus achieved that function annotation, function are detailed
Mutual mutual inclusion relation between call relation and function between information, function, and function annotation and function details are transferred to
Described function performance information extractor, by mutual inclusion relation between call relation and function mutual between function details, function
It is transferred to described holotopy diagram generator；
Described function performance information extractor, it is for carrying out natural language knowledge to the function annotation received and function details
, do not extract function performance information, and function performance information be transferred to described software design explanation maker and described system
Functional diagram maker；
Described overall situation function graph of a relation maker, it is for the function details according to reception, and combines between the function of reception
Mutually mutual inclusion relation between call relation and function, generates overall situation function call graph and overall situation function inclusion relation respectively
Figure, and the overall situation function call graph of generation is transferred to described software design explanation maker, the overall situation function that will generate
Inclusion relation figure is transferred to described systemic-function diagram generator；
Described software design explanation maker, it is for according to the function performance information received, function details and overall situation letter
Number call graph automatic generating software specification document；
Described systemic-function diagram generator, it, for according to receiver function function information and overall situation function inclusion relation figure, generates
Systems function diagram, and the systems function diagram of generation is transferred to described Software Requirement Specification maker；
Described Software Requirement Specification maker, it is for according to the systems function diagram automatic generating software requirement specification received
Document is described；
Described source code static analyze scanning device obtain function details include function name, original position, function place class,
Return value, parameter list, interface and inside realize logic；
Described overall situation function graph of a relation maker includes global path and analyzes module, and this global path is analyzed module and is used for passing through
Global path towards function level node is analyzed method and is generated overall situation function call relationship graph；
Described device also includes class relation maker, and it is for when source program is OO program, based on category information, class
Annotation and overall situation function call graph generate class figure and class call graph；
Wherein, described source code static analysis scanning device farther includes:
The source code of described source program is carried out pretreatment；
Source code is analyzed obtaining the logic branch of source code；
All static paths of system under test (SUT) are obtained according to logic branch；
Execution route in all static paths is tracked, during the execution of all static paths, there is static road
The inclusion relation in footpath and redundancy relationship；
The static path in all static paths with inclusion relation is optimized process and obtains the first test use cases, to institute
There is in static path the static path with redundancy relationship to be optimized process and obtain the second test use cases.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310289817.0A CN103336760B (en) | 2013-07-11 | 2013-07-11 | A kind of method and device based on reverse-engineering automatic generating software document |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201310289817.0A CN103336760B (en) | 2013-07-11 | 2013-07-11 | A kind of method and device based on reverse-engineering automatic generating software document |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103336760A CN103336760A (en) | 2013-10-02 |
| CN103336760B true CN103336760B (en) | 2016-12-28 |
Family
ID=49244929
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201310289817.0A Expired - Fee Related CN103336760B (en) | 2013-07-11 | 2013-07-11 | A kind of method and device based on reverse-engineering automatic generating software document |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN103336760B (en) |
Families Citing this family (30)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9218169B2 (en) * | 2013-11-19 | 2015-12-22 | Google Inc. | Callpath finder |
| CN104133681B (en) * | 2014-07-28 | 2017-11-03 | 浪潮(北京)电子信息产业有限公司 | A kind of ambari web terminals Architecture Analysis method |
| CN104375827B (en) * | 2014-10-14 | 2017-10-10 | 复旦大学 | Interactive software Automated Refactoring based on High-rise Building Design |
| CN104317711A (en) * | 2014-10-22 | 2015-01-28 | 牟永敏 | Path-based method and system for verifying software implementation and design uniformity |
| CN105677311B (en) * | 2014-11-21 | 2019-03-29 | 卓望数码技术（深圳）有限公司 | A kind of recognition methods of function calling relationship and device |
| CN104536769A (en) * | 2015-01-16 | 2015-04-22 | 浪潮电子信息产业股份有限公司 | International file achieving method |
| CN105204867A (en) * | 2015-10-12 | 2015-12-30 | 用友网络科技股份有限公司 | Data model recovering method and data model recovering device |
| CN105677317A (en) * | 2015-12-25 | 2016-06-15 | 北京奇虎科技有限公司 | Method and apparatus for generating code documentation |
| CN106325969B (en) * | 2016-08-23 | 2019-03-12 | 上海创景信息科技有限公司 | The reversely tracing system of demand change |
| CN106383734A (en) * | 2016-11-02 | 2017-02-08 | 北京神舟航天软件技术有限公司 | Method for extracting detailed design from codes |
| CN106681708A (en) * | 2016-11-16 | 2017-05-17 | 中国科学院软件研究所 | Automatic source code annotation generation method based on data mining |
| CN108241503A (en) * | 2016-12-23 | 2018-07-03 | 北京国双科技有限公司 | The generation method and device of explanatory notes |
| CN107360219A (en) * | 2017-06-22 | 2017-11-17 | 普奥云信息科技(北京)有限公司 | Service catalogue generating means, cloud server and Internet of things system |
| CN107463376A (en) * | 2017-07-21 | 2017-12-12 | 珠海牛角科技有限公司 | The method and device for automatically generating back end interface document based on Javadoc |
| CN109725932B (en) * | 2017-10-31 | 2022-08-12 | 北京京东尚科信息技术有限公司 | Method and device for generating description document of application component |
| CN108021353B (en) * | 2017-12-11 | 2020-09-29 | 中盈优创资讯科技有限公司 | Device, method, equipment and storage medium for generating description document of software product |
| CN108399081B (en) * | 2018-02-09 | 2021-01-26 | 广州洋葱时尚集团有限公司 | MyBatis reverse engineering generator |
| CN110347370A (en) * | 2018-04-03 | 2019-10-18 | 鼎捷软件股份有限公司 | Scheme integrates with system and method |
| US10552286B1 (en) | 2018-07-25 | 2020-02-04 | King Fahd University Of Petroleum And Minerals | Reverse engineering method, system and computer program thereof |
| CN109828783A (en) * | 2018-12-15 | 2019-05-31 | 中国平安人寿保险股份有限公司 | Document automatic creation method, device, electronic equipment and medium based on code |
| CN112148356B (en) * | 2019-06-28 | 2024-03-22 | 腾讯科技（深圳）有限公司 | Document generation method, interface development method, device, server and storage medium |
| CN110750297B (en) * | 2019-10-11 | 2021-08-20 | 南京大学 | Python code reference information generation method based on program analysis and text analysis |
| CN112685379A (en) * | 2019-10-18 | 2021-04-20 | 北京博超时代软件有限公司 | Data organization method, system and device and storage medium |
| CN112163027B (en) * | 2020-09-30 | 2021-10-22 | 华院计算技术(上海)股份有限公司 | Django and LaTeX-based mathematical test question and paper combining system and method |
| CN112433753A (en) * | 2020-11-25 | 2021-03-02 | 平安普惠企业管理有限公司 | Interface document generation method, device, equipment and medium based on parameter information |
| CN112579153A (en) * | 2020-12-15 | 2021-03-30 | 中国航发控制系统研究所 | Method for generating software model design description |
| CN112596737A (en) * | 2020-12-28 | 2021-04-02 | 上海品顺信息科技有限公司 | Method, system, equipment and storage medium for scanning function call relation |
| CN112433754B (en) * | 2021-01-13 | 2022-05-31 | 南京大学 | Java function annotation automatic generation method based on program analysis |
| CN113449151B (en) * | 2021-06-11 | 2022-09-20 | 西安电子科技大学 | Automatic verification method for security of communication software |
| CN114461295A (en) * | 2021-12-27 | 2022-05-10 | 上海交通大学四川研究院 | Method, device, equipment and medium for generating software system based on plug-in sharing |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101894038A (en) * | 2010-08-02 | 2010-11-24 | 复旦大学 | Reverse engineering analysis method of feature variability in software product line development |
| CN102495832A (en) * | 2011-12-12 | 2012-06-13 | 方正国际软件有限公司 | System for automatically generating document in software development process |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101876939B (en) * | 2009-11-20 | 2011-12-21 | 北京信息科技大学 | System test method and device |
-
2013
- 2013-07-11 CN CN201310289817.0A patent/CN103336760B/en not_active Expired - Fee Related
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101894038A (en) * | 2010-08-02 | 2010-11-24 | 复旦大学 | Reverse engineering analysis method of feature variability in software product line development |
| CN102495832A (en) * | 2011-12-12 | 2012-06-13 | 方正国际软件有限公司 | System for automatically generating document in software development process |
Also Published As
| Publication number | Publication date |
|---|---|
| CN103336760A (en) | 2013-10-02 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103336760B (en) | A kind of method and device based on reverse-engineering automatic generating software document | |
| Elallaoui et al. | Automatic transformation of user stories into UML use case diagrams using NLP techniques | |
| Kuchaiev et al. | Nemo: a toolkit for building ai applications using neural modules | |
| CN109783079A (en) | A kind of code annotation generation method based on program analysis and Recognition with Recurrent Neural Network | |
| Calegari et al. | Verification of model transformations: A survey of the state-of-the-art | |
| CN111459799B (en) | Software defect detection model establishing and detecting method and system based on Github | |
| US9189377B1 (en) | Automation testing using descriptive maps | |
| CN108614707A (en) | Static code inspection method, device, storage medium and computer equipment | |
| CN103914379B (en) | Fault is automatically injected the method with fault detect and system thereof | |
| CN103150200A (en) | Computer language transformation system and transformation method from C language to MSVL (Modeling, Simulation and Verification Language) | |
| US20140282396A1 (en) | Computerized system and method for extracting business rules from source code | |
| Abdelnabi et al. | Generating uml class diagram from natural language requirements: A survey of approaches and techniques | |
| CN105955755A (en) | State diagram-based coding verification method | |
| Morgado et al. | Reverse engineering of graphical user interfaces | |
| CN109582294A (en) | A kind of Software Architecture Design Method of embedded machine learning system | |
| CN108563561A (en) | A kind of program recessiveness constraint extracting method and system | |
| Vieira et al. | A Static Analyzer for Model Transformations. | |
| Iqbal et al. | Exhaustive simulation and test generation using fuml activity diagrams | |
| CN110286882B (en) | Foreground system design and verification method based on model detection | |
| CN110471835A (en) | A kind of similarity detection method and system based on power information system code file | |
| Alsarraj et al. | Designing and implementing a tool to transform source code to UML diagrams | |
| Bajwa et al. | UCD-generator-A LESSA application for use case design | |
| Kwon et al. | Extracting use case design mechanisms via programming based on reverse engineering | |
| Awan et al. | Formal Requirements Specification: Z Notation Meta Model Facilitating Model to Model Transformation | |
| Liu | Integrating process mining with discrete-event simulation modeling |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant | ||
| CF01 | Termination of patent right due to non-payment of annual fee | ||
| CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20161228 Termination date: 20170711 |