CN103309804A - Automatic code rule checking platform - Google Patents

Automatic code rule checking platform Download PDF

Info

Publication number
CN103309804A
CN103309804A CN2013101184830A CN201310118483A CN103309804A CN 103309804 A CN103309804 A CN 103309804A CN 2013101184830 A CN2013101184830 A CN 2013101184830A CN 201310118483 A CN201310118483 A CN 201310118483A CN 103309804 A CN103309804 A CN 103309804A
Authority
CN
China
Prior art keywords
code
platform
configuration management
library
regulation
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.)
Granted
Application number
CN2013101184830A
Other languages
Chinese (zh)
Other versions
CN103309804B (en
Inventor
刘涛
孙肖
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
CETC 10 Research Institute
Original Assignee
CETC 10 Research Institute
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by CETC 10 Research Institute filed Critical CETC 10 Research Institute
Priority to CN201310118483.0A priority Critical patent/CN103309804B/en
Publication of CN103309804A publication Critical patent/CN103309804A/en
Application granted granted Critical
Publication of CN103309804B publication Critical patent/CN103309804B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Stored Programmes (AREA)

Abstract

The invention discloses an automatic code rule checking platform, which aims at providing the automatic code rule checking platform which helps developers find and overcome code defects in time. The automatic code rule checking platform is realized through the following technical scheme: codes which are edited or modified by a personal computer terminal are submitted to a configuration management library through a version control software client; an automatic driving system monitors the configuration management library in a polling mode; when the codes in the configuration management library are changed, platform software starts the version control software client to extract updated codes in the configuration management library, and a code analysis tool is called to check a code rule; the version control software client searches for the codes from the configuration management library and submits the codes to the code analysis tool to check the code rule; the code analysis tool executes code analysis work according to the item information, the check condition and the code check rule set configured or set by a terminal user, and the platform software shows check results to the developers.

Description

The robotization code regulation checks platform
Technical field
The present invention relates to a kind of platform that the robotization code regulation checks that is applicable to, be applied in the software development process that comprises the various scales of the multiple programming language of multiple development environment (C/C++/C#/JAVA etc.).
Background technology
Most large-scale development organizations have the coding of a cover oneself and put into practice standard.But just with these specification document, and guaranteeing real-time update, is exactly a huge challenge.In addition, for a long time, verily carry out at work these codes and standards, difficulty is just larger.Even in very ripe tissue, set up the code inspection flow process, examination result also can directly feed back to the person liable, if but examination is to carry out afterwards, still there is great risk.Because this time, mistake has become reality, has probably entered test and Product environment, thereby has caused any substantial loss; And at this time later revise again, the developer also has resentment, lacks enthusiasm.In all software development processs, corresponding code inspection, defective feedback all should be finished automatically, only in this way, error code could be eliminated in the very first time, thereby avoided final stage to take to recall the problems such as with high costs and developer conflict that the formula checking method produces.
The code regulation inspection generally comprises control flow analysis, data-flow analysis, interface analysis, expression parsing etc.Control flow analysis is to use the control flow graph systematically to check the work of the control structure of tested program; Data-flow analysis is to analyze the abnormal conditions that data occur with the control flow graph, comprise be initialised, unusual by behavior sequence in assignment or the process that is cited; Interface analysis mainly is used in Program Static Analysis and design analysis, and the interface analysis of program relates to the interface consistance between subroutine and the function, comprises the consistance that checks that shape participates in the type of real ginseng, quantity, dimension, order and uses; Expression parsing mainly comprises, that bracket uses is incorrect, the array reference mistake, as the variable of divisor may be for zero, may be for mistake negative, that may be as ∏/2, floating number variable produce relatively the time as the variable of tangent value as the variable of extraction of square root etc.
After high-level programming language occurred, the code defective in the programming was just perplexing software development team always, and the problem of code defective is embodied in:
(1) the code defective is difficult to solve by dynamic test.The code defective is different from functional defect, and the code defective is sightless often, is hidden under unusual branch or the extreme condition.For example the accident of the European A Liyana of NASA-5 rocket because code causes abnormality processing is improper, but fails to find but software has passed through strict test.
(2) opportunity of discovery defective, cost was too high too late.Waterfall model according to classics, through long-term Development of Module, finally enter into the later stage integration phase, the time that finished near the project cycle this moment, but but found a large amount of defectives, this situation is common, and reason is to lack integrated and observability early stage, causes test job to carry out smoothly.Just find defective to the later stage integration phase, the defect repair cost has been original tens times, hundreds of times even thousands of times.
Summary of the invention
The objective of the invention is the difficult problem that in time to find for code defective in the software development process, provide a kind of robotization code regulation to check platform, help the developer in time to find also to solve the code defective, thereby improve software quality.
The present invention solves the scheme that the prior art problem adopts: a kind of robotization code regulation checks platform, comprise, terminal links to each other, configuration management system/library and Automatic Driving System, it is characterized in that: the code that the computing machine personal terminal is write or revised, be submitted to configuration management system/library by the Version Control software client, Automatic Driving System monitors configuration management system/library with polling mode, when the code change is arranged in the configuration management system/library, platform software starts the more fresh code in the Version Control software client extraction configuration management system/library, the invoke code analysis tool is carried out the code regulation inspection, the Version Control software client detects code from configuration management system/library, submit to code analysis tool and carry out the code regulation inspection; Code analysis tool is according to terminal user's configuration or the project information that arranges, inspection condition and the work of code check rule set code analysis, and check result and location defect that platform software will contain code defective and code measurement metric show the developer.
The present invention has following beneficial effect than prior art:
The present invention has realized carrying out simultaneously the purpose of code analysis when a plurality of project of a plurality of developer's concurrent developments, the speed of code analysis tool can reach per minute row up to ten thousand, the robotization code regulation checks that the average daily code size of analyzing of platform reaches 10,000,000 row, improve the efficient of test job, reduced human cost.Code analysis tool has the Runtime error checking ability, can detect the mistakes such as Array Bound, null pointer are quoted, random memory is inconsistent, has powerful code disfigurement discovery ability, reduces the workload that the developer investigates software issue.Check that by the robotization code regulation platform can find and solve in the code 30%~70% problem as early as possible, reduce project later stage risk, reach and improve code quality, shorten the project cycle, reduce approximately the purpose of 1/3 later maintenance cost.
Description of drawings
Below in conjunction with drawings and Examples this patent is further specified.
Fig. 1 is the theory of constitution block diagram that the robotization code regulation checks platform.
Fig. 2 is the principle of work block diagram of Automatic Driving System.
Fig. 3 is the composition frame chart of platform software.
Embodiment
Consult Fig. 1.In following examples, the robotization code regulation checks that platform comprises, terminal, configuration management system/library and Automatic Driving System link to each other.Personal development's environment of terminal comprises Visual Studio, Eclipse commonly used, Tornado/Workbench etc.Configuration management system/library has been installed Version Control software server end, is used for depositing and the managed source code.Automatic Driving System comprises platform software, Version Control software client and code analysis tool.
The robotization code regulation checks the operation steps of platform:
The first step: the developer writes or revises code in personal development's environment of terminal, compile after finishing, the compiling by after enter second step;
Second step: the developer submits to code to configuration management system/library;
The 3rd step: Automatic Driving System monitors configuration management system/library with polling mode (dotted arrow among the figure), if code update is arranged, then automatically drives the code regulation inspection, and check result is fed back to the developer;
The 4th step: the developer revises code according to check result, the repeated execution of steps first step, and so forth circulation.
Consult Fig. 2.Automatic Driving System comprises platform software, Version Control software client and code analysis tool.Platform software calls Version Control software client and code analysis tool according to mission requirements, and its function comprises the configuration project information, the inspection condition is set, configuration management system/library is set, the code check rule set is set, code alteration, start-up code analysis tool in the monitoring configuration management system/library, show check result (containing code defective and code measurement metric etc.) to the developer; The function of Version Control software client is when the code change is arranged in finding configuration management system/library, to detect code from configuration management system/library, is used for code analysis tool and carries out the code regulation inspection; The function of code analysis tool is the rule set code analysis work according to terminal user's configuration.
Platform software changes take 1 minute as whether the cycle polling configuration management system/library has code, when change is arranged, platform software judges that whether code stabilization time is greater than 3 minutes, if greater than 3 minutes, check whether task queue has task, if in the formation without task, the Version Control software client extracts code from configuration management system/library, platform software start-up code analysis tool is carried out the code regulation inspection, and last, platform software is exported to the developer with check result.If there is task in the formation, then platform software inserts task queue with new task, after the wait previous task finishes, carries out new task again.If code is less than 3 minutes stabilization time, then the last change time of platform software record code is zero-time T1, and the time of change is termination time T2 next time, and calculating code stabilization time is T2-T1.
Consult Fig. 3.Platform software comprises, functional layer, application service layer and accumulation layer.Functional layer is the function interface of terminal user's direct interaction, comprise project management and system management, wherein user management, Role Management, rights management, bulleted list and rule configuration, project information, project instrument panel and inspection are historical to be undertaken by application service interface and application service layer alternately.Application service layer is that the platform software kernel service provides layer, is divided into application interface sublayer and engine sublayer; The application interface sublayer is the application and development interface that the robotization code regulation checks platform, and the encapsulation to operations such as data, figures is provided; The engine sublayer comprises data engine, chart engine, Version Control software engine, code analysis tool engine etc.Accumulation layer is the persistent layer that the robotization code regulation checks platform, comprises project essential information and check result, is realized by database.
The platform software interface creating new user of terminal management person user by functional layer, user role is set, creates new projects and configuration rule set file, the application service interface of application service layer and data engine are submitted to user profile and project information the database of accumulation layer.After the terminal user starts a new task, the platform software poll finds to have code update, the Version Control software engine call the Version Control software client will be more fresh code from configuration management system/library, extract, then, code analysis engine calling code analysis tool is carried out the code regulation inspection, data engine is submitted to check result the database of accumulation layer, the terminal user checks project information and checks historical record by functional layer, and the chart engine of application service layer shows the developer with inspection result data with the form of project instrument panel.
Main innovation of the present invention is the design of Automatic Driving System, its effect is to make platform software, Version Control software client and code analysis tool collaborative work, platform software adopts the change of code in the polling mechanism monitoring configuration management system/library, when code update is arranged, platform software starts the more fresh code in the Version Control software client extraction configuration management system/library, the invoke code analysis tool is carried out the code regulation inspection, and check result sent to the developer, finally reach the purpose that the robotization code regulation checks.

Claims (10)

1. a robotization code regulation checks platform, comprise, terminal links to each other, configuration management system/library and Automatic Driving System, it is characterized in that: the code that the computing machine personal terminal is write or revised, be submitted to configuration management system/library by the Version Control software client, Automatic Driving System monitors configuration management system/library with polling mode, when the code change is arranged in the configuration management system/library, platform software starts the more fresh code in the Version Control software client extraction configuration management system/library, the invoke code analysis tool is carried out the code regulation inspection, the Version Control software client detects code from configuration management system/library, submit to code analysis tool and carry out the code regulation inspection; Code analysis tool is according to terminal user's configuration or the project information that arranges, inspection condition and the work of code check rule set code analysis, and check result and location defect that platform software will contain code defective and code measurement metric show the developer.
2. robotization code regulation as claimed in claim 1 checks platform, it is characterized in that, Automatic Driving System comprises platform software, Version Control software client and code analysis tool, platform software calls Version Control software client and code analysis tool according to mission requirements, configure project information, the inspection condition is set, configuration management system/library is set, the code alteration in code check rule set and the monitoring configuration management system/library is set, the start-up code analysis tool, the check result of showing code defective and code measurement metric.
3. check platform such as power robotization code regulation as claimed in claim 1, it is characterized in that, the Version Control software client detects code from configuration management system/library, is used for code analysis tool and carries out the code regulation inspection; Code analysis tool is according to the rule set code analysis work of terminal user's configuration.
4. robotization code regulation as claimed in claim 1 checks platform, it is characterized in that, platform software changes take 1 minute as whether the cycle polling configuration management system/library has code, when change was arranged, platform software judged that whether code stabilization time is greater than 3 minutes, if greater than 3 minutes, check whether task queue has task, if without task, the Version Control software client extracts code from configuration management system/library in the formation, platform software start-up code analysis tool is carried out the code regulation inspection.
5. robotization code regulation as claimed in claim 1 checks platform, it is characterized in that, platform software comprises, functional layer, application service layer and accumulation layer; Functional layer is the function interface of terminal user's direct interaction, comprise project management and system management, wherein user management, Role Management, rights management, bulleted list and rule configuration, project information, project instrument panel and inspection are historical to be undertaken by application service interface and application service layer alternately.
6. robotization code regulation as claimed in claim 5 checks platform, it is characterized in that, application service layer is that the platform software kernel service provides layer, is divided into application interface sublayer and engine sublayer; The application interface sublayer is the application and development interface that the robotization code regulation checks platform.
7. robotization code regulation as claimed in claim 6 checks platform, it is characterized in that, the engine sublayer comprises data engine, chart engine, Version Control software engine and code analysis tool engine.
8. robotization code regulation as claimed in claim 5 checks platform, it is characterized in that, accumulation layer is the persistent layer that the robotization code regulation checks platform, comprises project essential information and check result, is realized by database.
9. robotization code regulation as claimed in claim 5 checks platform, it is characterized in that, the platform software interface creating new user of terminal management person user by functional layer, user role is set, creates new projects and configuration rule set file, the application service interface of application service layer and data engine are submitted to user profile and project information the database of accumulation layer.
10. robotization code regulation as claimed in claim 1 checks platform, it is characterized in that, the design of Automatic Driving System, its effect is to make platform software, Version Control software client and code analysis tool collaborative work, and platform software adopts the change of code in the polling mechanism monitoring configuration management system/library.
CN201310118483.0A 2013-04-08 2013-04-08 Robotization code regulation checks platform Active CN103309804B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310118483.0A CN103309804B (en) 2013-04-08 2013-04-08 Robotization code regulation checks platform

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310118483.0A CN103309804B (en) 2013-04-08 2013-04-08 Robotization code regulation checks platform

Publications (2)

Publication Number Publication Date
CN103309804A true CN103309804A (en) 2013-09-18
CN103309804B CN103309804B (en) 2015-12-02

Family

ID=49135051

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310118483.0A Active CN103309804B (en) 2013-04-08 2013-04-08 Robotization code regulation checks platform

Country Status (1)

Country Link
CN (1) CN103309804B (en)

Cited By (34)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103473075A (en) * 2013-09-23 2013-12-25 迈普通信技术股份有限公司 Code change control system and method
CN103677831A (en) * 2013-12-12 2014-03-26 迈普通信技术股份有限公司 On-line code inspection system and method
CN103985003A (en) * 2013-12-25 2014-08-13 北京安码科技有限公司 Novel method and apparatus for supporting automatic monitoring of software engineering quality
CN104077147A (en) * 2014-07-11 2014-10-01 东南大学 Software reusing method based on code clone automatic detection and timely prompting
CN104199667A (en) * 2014-09-10 2014-12-10 南靖万利达科技有限公司 Method and system for newly establishing MTK project and submitting codes
CN105022653A (en) * 2015-07-03 2015-11-04 华中科技大学 Inspection method for template library programming conventions
CN105867895A (en) * 2015-11-20 2016-08-17 乐视致新电子科技(天津)有限公司 Method for realizing code management and need management information synchronization and device thereof
CN106528427A (en) * 2016-11-24 2017-03-22 上海携程商务有限公司 Code quality checking method and system
CN106815145A (en) * 2016-12-22 2017-06-09 合肥安珀信息科技有限公司 A kind of code analysis methods and system based on analysis target drives
CN107153607A (en) * 2016-03-03 2017-09-12 展讯通信(天津)有限公司 Check method, the apparatus and system of interface of mobile terminal language
CN107168872A (en) * 2017-05-11 2017-09-15 网易(杭州)网络有限公司 Method, device, storage medium and the processor of code check
CN107688527A (en) * 2016-08-05 2018-02-13 华为技术有限公司 Defect display methods and device
CN107729235A (en) * 2017-09-29 2018-02-23 百度在线网络技术(北京)有限公司 Method, apparatus, equipment and the computer-readable medium of the location code defect producer
CN108073501A (en) * 2016-11-14 2018-05-25 阿里巴巴集团控股有限公司 A kind of code conflicts detection method and equipment
CN108446122A (en) * 2018-03-22 2018-08-24 中国银行股份有限公司 A kind of parameter consistency verification method and device
CN109376326A (en) * 2018-09-30 2019-02-22 深圳大学 Paper publishing method, apparatus and server
CN109460238A (en) * 2018-11-01 2019-03-12 郑州云海信息技术有限公司 A kind of processing method of statistical coding defect researches and develops terminal and storage medium
CN109471634A (en) * 2018-08-28 2019-03-15 上海思立微电子科技有限公司 The inspection method and equipment of source code format
WO2019061750A1 (en) * 2017-09-30 2019-04-04 深圳市沃特沃德股份有限公司 Code development management method and system
CN109614079A (en) * 2018-11-21 2019-04-12 中国航空无线电电子研究所 A kind of coding rule inspection system towards avionics field
CN109753287A (en) * 2018-12-29 2019-05-14 航天信息股份有限公司 A kind of method and system of SVN code dual test
CN110442346A (en) * 2019-07-08 2019-11-12 中国科学院计算技术研究所 Rule expending method for compiler code detection
CN110489091A (en) * 2019-08-22 2019-11-22 辽东学院 A kind of software development process method for managing and monitoring and system
CN110705715A (en) * 2019-09-27 2020-01-17 北京迈格威科技有限公司 Hyper-parameter management method and device and electronic equipment
CN110795326A (en) * 2018-08-01 2020-02-14 武汉斗鱼网络科技有限公司 Code interception detection method, storage medium, electronic device and system
CN110968498A (en) * 2018-09-30 2020-04-07 北京国双科技有限公司 Code checking method and device
CN111581103A (en) * 2020-05-11 2020-08-25 成都库珀区块链科技有限公司 Data detection method and related device
CN111639020A (en) * 2020-05-06 2020-09-08 贝壳技术有限公司 Program bug reproduction method, system, device, electronic equipment and storage medium thereof
CN111651344A (en) * 2019-12-12 2020-09-11 中国电子科技集团公司第二十八研究所 Software defect detection rule grading and combination strategy method for large-scale complex information system
CN111737126A (en) * 2020-06-19 2020-10-02 中国银行股份有限公司 Code quality automatic identification method and device based on configuration management tool
US10922213B2 (en) 2019-05-29 2021-02-16 Red Hat, Inc. Embedded quality indication data for version control systems
CN112748950A (en) * 2021-01-15 2021-05-04 国能日新科技股份有限公司 Software code examination method and device
CN113641573A (en) * 2021-07-26 2021-11-12 安徽中科国创高可信软件有限公司 Revision log-based automatic testing method and system for program analysis software
CN112748950B (en) * 2021-01-15 2024-05-31 国能日新科技股份有限公司 Software code examination method and device

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108205493B (en) * 2016-12-20 2021-07-06 腾讯科技(深圳)有限公司 Code detection method, terminal, server and system

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009146207A (en) * 2007-12-14 2009-07-02 Mitsubishi Electric Corp Source code analysis support device
CN101814026A (en) * 2010-01-11 2010-08-25 北京世纪高通科技有限公司 Software development system and method

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009146207A (en) * 2007-12-14 2009-07-02 Mitsubishi Electric Corp Source code analysis support device
CN101814026A (en) * 2010-01-11 2010-08-25 北京世纪高通科技有限公司 Software development system and method

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
王士显: "星载嵌入式多处理器系统共享I/O驱动模型的研究与实现", 《中国优秀硕士学位论文全文数据库信息科技辑》 *

Cited By (44)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103473075B (en) * 2013-09-23 2017-02-08 迈普通信技术股份有限公司 code change control system and method
CN103473075A (en) * 2013-09-23 2013-12-25 迈普通信技术股份有限公司 Code change control system and method
CN103677831A (en) * 2013-12-12 2014-03-26 迈普通信技术股份有限公司 On-line code inspection system and method
CN103677831B (en) * 2013-12-12 2017-02-08 迈普通信技术股份有限公司 On-line code inspection system and method
CN103985003A (en) * 2013-12-25 2014-08-13 北京安码科技有限公司 Novel method and apparatus for supporting automatic monitoring of software engineering quality
CN104077147A (en) * 2014-07-11 2014-10-01 东南大学 Software reusing method based on code clone automatic detection and timely prompting
CN104199667A (en) * 2014-09-10 2014-12-10 南靖万利达科技有限公司 Method and system for newly establishing MTK project and submitting codes
CN105022653A (en) * 2015-07-03 2015-11-04 华中科技大学 Inspection method for template library programming conventions
CN105022653B (en) * 2015-07-03 2017-12-12 华中科技大学 A kind of inspection method on ATL programming agreement
CN105867895A (en) * 2015-11-20 2016-08-17 乐视致新电子科技(天津)有限公司 Method for realizing code management and need management information synchronization and device thereof
CN107153607A (en) * 2016-03-03 2017-09-12 展讯通信(天津)有限公司 Check method, the apparatus and system of interface of mobile terminal language
CN107688527A (en) * 2016-08-05 2018-02-13 华为技术有限公司 Defect display methods and device
CN107688527B (en) * 2016-08-05 2020-08-07 华为技术有限公司 Defect display method and device
CN108073501B (en) * 2016-11-14 2021-08-13 阿里巴巴集团控股有限公司 Code conflict detection method and device
CN108073501A (en) * 2016-11-14 2018-05-25 阿里巴巴集团控股有限公司 A kind of code conflicts detection method and equipment
CN106528427A (en) * 2016-11-24 2017-03-22 上海携程商务有限公司 Code quality checking method and system
CN106815145A (en) * 2016-12-22 2017-06-09 合肥安珀信息科技有限公司 A kind of code analysis methods and system based on analysis target drives
CN107168872A (en) * 2017-05-11 2017-09-15 网易(杭州)网络有限公司 Method, device, storage medium and the processor of code check
CN107729235A (en) * 2017-09-29 2018-02-23 百度在线网络技术(北京)有限公司 Method, apparatus, equipment and the computer-readable medium of the location code defect producer
CN107729235B (en) * 2017-09-29 2020-11-13 百度在线网络技术(北京)有限公司 Method, apparatus, device and computer readable medium for locating code defect producer
WO2019061750A1 (en) * 2017-09-30 2019-04-04 深圳市沃特沃德股份有限公司 Code development management method and system
CN108446122A (en) * 2018-03-22 2018-08-24 中国银行股份有限公司 A kind of parameter consistency verification method and device
CN110795326A (en) * 2018-08-01 2020-02-14 武汉斗鱼网络科技有限公司 Code interception detection method, storage medium, electronic device and system
CN109471634A (en) * 2018-08-28 2019-03-15 上海思立微电子科技有限公司 The inspection method and equipment of source code format
CN109471634B (en) * 2018-08-28 2021-11-16 上海思立微电子科技有限公司 Method and device for checking source code format
CN110968498B (en) * 2018-09-30 2023-04-07 北京国双科技有限公司 Code checking method and device
CN109376326A (en) * 2018-09-30 2019-02-22 深圳大学 Paper publishing method, apparatus and server
CN110968498A (en) * 2018-09-30 2020-04-07 北京国双科技有限公司 Code checking method and device
CN109460238A (en) * 2018-11-01 2019-03-12 郑州云海信息技术有限公司 A kind of processing method of statistical coding defect researches and develops terminal and storage medium
CN109614079A (en) * 2018-11-21 2019-04-12 中国航空无线电电子研究所 A kind of coding rule inspection system towards avionics field
CN109753287A (en) * 2018-12-29 2019-05-14 航天信息股份有限公司 A kind of method and system of SVN code dual test
US10922213B2 (en) 2019-05-29 2021-02-16 Red Hat, Inc. Embedded quality indication data for version control systems
CN110442346A (en) * 2019-07-08 2019-11-12 中国科学院计算技术研究所 Rule expending method for compiler code detection
CN110489091A (en) * 2019-08-22 2019-11-22 辽东学院 A kind of software development process method for managing and monitoring and system
CN110705715A (en) * 2019-09-27 2020-01-17 北京迈格威科技有限公司 Hyper-parameter management method and device and electronic equipment
CN110705715B (en) * 2019-09-27 2023-04-18 北京迈格威科技有限公司 Hyper-parameter management method and device and electronic equipment
CN111651344A (en) * 2019-12-12 2020-09-11 中国电子科技集团公司第二十八研究所 Software defect detection rule grading and combination strategy method for large-scale complex information system
CN111639020A (en) * 2020-05-06 2020-09-08 贝壳技术有限公司 Program bug reproduction method, system, device, electronic equipment and storage medium thereof
CN111581103A (en) * 2020-05-11 2020-08-25 成都库珀区块链科技有限公司 Data detection method and related device
CN111737126A (en) * 2020-06-19 2020-10-02 中国银行股份有限公司 Code quality automatic identification method and device based on configuration management tool
CN112748950A (en) * 2021-01-15 2021-05-04 国能日新科技股份有限公司 Software code examination method and device
CN112748950B (en) * 2021-01-15 2024-05-31 国能日新科技股份有限公司 Software code examination method and device
CN113641573A (en) * 2021-07-26 2021-11-12 安徽中科国创高可信软件有限公司 Revision log-based automatic testing method and system for program analysis software
CN113641573B (en) * 2021-07-26 2024-05-07 安徽中科国创高可信软件有限公司 Program analysis software automatic test method and system based on revision log

Also Published As

Publication number Publication date
CN103309804B (en) 2015-12-02

Similar Documents

Publication Publication Date Title
CN103309804B (en) Robotization code regulation checks platform
AU2019284002B2 (en) Data processing method and related products
Zhang et al. An empirical study on program failures of deep learning jobs
CN110309071B (en) Test code generation method and module, and test method and system
Casanova et al. Developing accurate and scalable simulators of production workflow management systems with wrench
US9239773B1 (en) Method and system for debugging a program that includes declarative code and procedural code
EP2572294B1 (en) System and method for sql performance assurance services
US10466981B1 (en) System and method for generative programming in an integrated development environment (IDE)
EP0523232B1 (en) Method for testing and debugging computer programs
Stanisic et al. Fast and accurate simulation of multithreaded sparse linear algebra solvers
EP1331554A1 (en) Method of producing a software product
Li et al. The metric for automatic code generation
Minder et al. How to translate a book within an hour: towards general purpose programmable human computers with crowdlang
KR20090099977A (en) A reserved component container based software development method and apparatus
CN111324332A (en) Big data task processing method and system, electronic device and storage medium
Atif et al. Evaluating Portable Parallelization Strategies for Heterogeneous Architectures in High Energy Physics
Westermann et al. An experiment specification language for goal-driven, automated performance evaluations
Kurniawan et al. Performance Evaluation for Deploying Dockerized Web Application on AWS, GCP, and Azure
Vedros et al. Enhancement of Industry Legacy Probabilistic Risk Assessment Methods and Tools
Chen et al. Instant bug testing service for linux kernel
Panyala et al. On the use of term rewriting for performance optimization of legacy HPC applications
Radhakrishnan et al. Test-driven coarray parallelization of a legacy Fortran application
CN114328177A (en) Automatic testing system and method based on multi-language K8S
Doležal et al. Migration from monolithic to microservice architecture: research of impacts on agility
Himstedt et al. D6. 2 Collection of Success Stories

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