CN111444093B - Method and device for determining quality of project development process and computer equipment - Google Patents
Method and device for determining quality of project development process and computer equipment Download PDFInfo
- Publication number
- CN111444093B CN111444093B CN202010215768.6A CN202010215768A CN111444093B CN 111444093 B CN111444093 B CN 111444093B CN 202010215768 A CN202010215768 A CN 202010215768A CN 111444093 B CN111444093 B CN 111444093B
- Authority
- CN
- China
- Prior art keywords
- detected
- information
- item
- code
- quality
- 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.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 139
- 238000011161 development Methods 0.000 title claims abstract description 117
- 230000008569 process Effects 0.000 title claims abstract description 96
- 238000001514 detection method Methods 0.000 claims abstract description 293
- 238000010276 construction Methods 0.000 claims abstract description 77
- 238000004590 computer program Methods 0.000 claims description 26
- 238000012360 testing method Methods 0.000 claims description 15
- 230000007547 defect Effects 0.000 claims description 8
- 230000000694 effects Effects 0.000 abstract description 10
- 238000012545 processing Methods 0.000 description 7
- 238000010586 diagram Methods 0.000 description 5
- 238000011156 evaluation Methods 0.000 description 4
- 230000000903 blocking effect Effects 0.000 description 3
- 238000004364 calculation method Methods 0.000 description 2
- 230000002354 daily effect Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 239000000284 extract Substances 0.000 description 2
- 230000003068 static effect Effects 0.000 description 2
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000005856 abnormality Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 230000003203 everyday effect Effects 0.000 description 1
- 238000007373 indentation Methods 0.000 description 1
- 230000001788 irregular Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3604—Software analysis for verifying properties of programs
- G06F11/3612—Software analysis for verifying properties of programs by runtime analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3668—Software testing
- G06F11/3672—Test management
- G06F11/3676—Test management for coverage analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3668—Software testing
- G06F11/3672—Test management
- G06F11/3692—Test management for test results analysis
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Abstract
The application relates to a method, a device, computer equipment and a storage medium for determining the quality of a project development process. Comprising the following steps: acquiring an item to be detected; according to the code, project construction information, product information and database operation information of the project to be detected, code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected are respectively obtained; acquiring a quality detection configuration file corresponding to an item to be detected; respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results; and weighting the quality recognition results according to a preset weight value to obtain a recognition result of the development process quality of the project to be detected. The method improves the determination effect of the quality of the project development process.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a method and apparatus for determining quality of a project development process, a computer device, and a storage medium.
Background
Along with the development of computer technology, the development mode of software projects is changed greatly, and the agile development mode is popularized gradually; the method aims at user requirements and aims at guiding, and the software project is developed step by step in an iterative mode.
The quality of the project development process is the guarantee of the effective output of the project development team, but the quality of the corresponding product or the quality of the code of the project is used as the evaluation of the overall quality of the project at present, and the quality determination method lacks consideration to the project development process, and the quality determination effect is too unilateral and poor.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a method, an apparatus, a computer device, and a storage medium for determining the quality of a project development process that can more comprehensively determine the quality of the project development process.
A method of determining the quality of a project development process, the method comprising:
acquiring an item to be detected; the to-be-detected item comprises a code of the to-be-detected item, item construction information of the to-be-detected item, product information of the to-be-detected item and database operation information of the to-be-detected item;
according to the code of the item to be detected, the item construction information, the product information and the database operation information, code detection information, item construction detection information, product operation detection information and database operation detection information of the item to be detected are respectively obtained;
Acquiring a quality detection configuration file corresponding to the item to be detected;
respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results;
and weighting the quality recognition results according to a preset weight value to obtain the recognition result of the development process quality of the project to be detected.
In one embodiment, the acquiring the code detection information of the item to be detected includes:
detecting codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information;
performing security vulnerability detection on the codes of the items to be detected according to a preset security detection tool to obtain code security detection information;
and taking the code violation information, the code red line information and the code security detection information as code detection information of the item to be detected.
In one embodiment, the detecting the security hole according to the code of the item to be detected by the preset security detection tool to obtain the code security detection information includes:
Invoking the preset safety detection tool;
detecting the security hole of the code of the item to be detected according to the preset security detection tool, and determining the position of the detected security hole and the name of the security hole;
and generating the code security detection information according to the position of the security hole and the name of the security hole.
In one embodiment, the obtaining product operation detection information of the item to be detected includes:
acquiring buried point data of a product corresponding to the item to be detected;
detecting the running state of the product according to the buried point data to obtain product running detection information of the item to be detected; the product operation detection information comprises fault information of the product and test defect information of the product.
In one embodiment, after performing quality recognition on the code detection information, the project construction detection information, the product operation detection information, and the database detection operation information according to the quality detection configuration file, a plurality of quality recognition results are obtained, the method further includes:
respectively detecting the quality recognition results according to preset early warning parameters;
And if the quality identification result is detected to reach the early warning condition corresponding to the early warning parameter, generating corresponding early warning information according to the quality identification result, and sending the early warning information to a target terminal.
In one embodiment, before the weighting processing is performed on the plurality of quality recognition results according to the preset weight value to obtain the recognition result of the quality of the development process of the project to be detected, the method further includes:
respectively acquiring the code of the item to be detected, the item construction information, the product information and the influence factors of the database operation information on the item to be detected;
and determining a preset weight value according to the influence factor.
In one embodiment, after the weighting process is performed on the plurality of quality recognition results according to the preset weight value to obtain the recognition result of the quality of the development process of the project to be detected, the method further includes:
acquiring a historical identification result of the development process quality of the project to be detected from a database;
and comparing the identification result with the historical identification result to generate a development trend chart of the development process quality of the project to be detected.
A device for determining the quality of a project development process, the device comprising:
The to-be-detected item determining module is used for acquiring the to-be-detected item; the to-be-detected item comprises a code of the to-be-detected item, item construction information of the to-be-detected item, product information of the to-be-detected item and database operation information of the to-be-detected item;
the detection information acquisition module is used for respectively acquiring code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected according to the code of the project to be detected, the project construction information, the product information and the database operation information;
the configuration file acquisition module is used for acquiring a quality detection configuration file corresponding to the item to be detected;
the first quality identification module is used for carrying out quality identification on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality identification results;
and the second quality recognition module is used for carrying out weighting processing on the plurality of quality recognition results according to a preset weight value to obtain the recognition result of the development process quality of the project to be detected.
A computer device comprising a memory storing a computer program and a processor which when executing the computer program performs the steps of:
acquiring an item to be detected; the to-be-detected item comprises a code of the to-be-detected item, item construction information of the to-be-detected item, product information of the to-be-detected item and database operation information of the to-be-detected item;
according to the code of the item to be detected, the item construction information, the product information and the database operation information, code detection information, item construction detection information, product operation detection information and database operation detection information of the item to be detected are respectively obtained;
acquiring a quality detection configuration file corresponding to the item to be detected;
respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results;
and weighting the quality recognition results according to a preset weight value to obtain the recognition result of the development process quality of the project to be detected.
A computer readable storage medium having stored thereon a computer program which when executed by a processor performs the steps of:
acquiring an item to be detected; the to-be-detected item comprises a code of the to-be-detected item, item construction information of the to-be-detected item, product information of the to-be-detected item and database operation information of the to-be-detected item;
according to the code of the item to be detected, the item construction information, the product information and the database operation information, code detection information, item construction detection information, product operation detection information and database operation detection information of the item to be detected are respectively obtained;
acquiring a quality detection configuration file corresponding to the item to be detected;
respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results;
and weighting the quality recognition results according to a preset weight value to obtain the recognition result of the development process quality of the project to be detected.
The method, the device, the computer equipment and the storage medium for determining the quality of the project development process comprise the following steps: acquiring an item to be detected; the to-be-detected items comprise codes of the to-be-detected items, item construction information of the to-be-detected items, product information of the to-be-detected items and database operation information of the to-be-detected items; according to the code, project construction information, product information and database operation information of the project to be detected, code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected are respectively obtained; acquiring a quality detection configuration file corresponding to an item to be detected; respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results; and weighting the quality recognition results according to a preset weight value to obtain a recognition result of the development process quality of the project to be detected. According to the method, the code, the project construction information, the product information and the database operation information of the project to be detected are detected to obtain a plurality of quality recognition results, the recognition result of the development process quality of the project to be detected is determined according to the preset weight value, the quality determination of the project development process is considered from the code of the project to the product corresponding to the project, and the determination effect of the project development process quality is improved.
Drawings
FIG. 1 is an application environment diagram of a method of determining project development process quality in one embodiment;
FIG. 2 is a flow diagram of a method of determining quality of a project development process in one embodiment;
FIG. 3 is a flowchart illustrating steps for acquiring code detection information of an item to be detected in one embodiment;
FIG. 4 is a flow chart of a method for obtaining product operation detection information of an item to be detected in one embodiment;
FIG. 5 is a block diagram of an apparatus for determining the quality of a project development process in one embodiment;
fig. 6 is an internal structural diagram of a computer device in one embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application will be further described in detail with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the present application.
The method for determining the quality of the project development process can be applied to an application environment shown in fig. 1. Wherein the server 11 communicates with the terminal 12 via a network. The server 11 may acquire the item to be detected from the terminal 12; the server 11 respectively acquires code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected according to the code, project construction information, product information and database operation information of the project to be detected; the server 11 acquires a quality detection configuration file corresponding to an item to be detected; the server 11 respectively performs quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results; the server 11 performs weighting processing on the multiple quality recognition results according to preset weight values to obtain recognition results of the quality of the development process of the project to be detected. The terminal 12 may be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, portable wearable devices, databases, servers, server clusters, etc. storing items to be detected; the server 11 may be implemented as a stand-alone server or as a cluster of servers, for example, a server applied to a quality management platform.
In one embodiment, as shown in fig. 2, a method for determining the quality of a project development process is provided, and the method is applied to the server 11 in fig. 1 for illustration, and includes the following steps:
step 21, obtaining a project to be detected; the to-be-detected item comprises a code of the to-be-detected item, item construction information of the to-be-detected item, product information of the to-be-detected item and database operation information of the to-be-detected item.
Specifically, the server determines the storage position of the item to be detected or the storage position of each module data of the item to be detected according to the item to be detected; acquiring a corresponding file of the item to be detected according to the storage position; for example, the item Z to be detected comprises 5 modules, with module a in server a, module B in server B, and so on up to server e; after receiving the project detection instruction, the server determines a project Z to be detected according to the instruction, and further determines server paths a-e stored by all modules related to the project Z to be detected; and then the server respectively acquires the data of each module of the item Z to be detected from the a-e server, and the acquisition work of the item Z to be detected is completed after all the data are acquired.
Code of the project to be detected can be obtained through corresponding plug-ins on IDE (Integrated Development Environment ) of the developer, and code written by the developer is uploaded to a server in real time; or after a developer submits the code to a database or a code warehouse, acquiring the code of the item to be detected from the code; the server can automatically construct the project at regular time every day, and record data log information in the automatic construction process to obtain project construction information of the project to be detected; product information of the item to be detected can be directly obtained from a product server, and the product information can be the use condition of a client, complaint condition of the client, operation condition of a client and the like; the database operation information of the item to be detected can be obtained from the operation condition of the database server, including the operation error log of the database, the statement error of the database, the reading times and the like.
According to the method, the server and the system, the multi-aspect data related to the project to be detected are respectively obtained according to the characteristics of the project to be detected, and the code, project construction information, product information and database operation information of the project to be detected can be detected, so that the determination effect of the quality of the project development process is improved.
Step 22, according to the code, project construction information, product information and database operation information of the project to be detected, code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected are respectively obtained.
Specifically, after the codes, the project construction information, the product information and the database operation information are acquired by the server, the acquired data are respectively detected to obtain code detection information, project construction detection information, product operation detection information and database operation detection information. For example, the server obtains codes written by the developer through a protocol plug-in on the IDE (Integrated Development Environment ), and the server can check the codes for violations by using the protocol plug-in and record detailed information such as violations, time and the like as code detection information of the items to be detected.
According to the method, the project to be detected is obtained, the obtained data are detected to obtain detection information of multiple aspects, detection of specific data in the project to be detected is completed, data support is provided for determination of quality in a subsequent project development process, the quality determination of the project development process is considered from a code of the project to a product corresponding to the project, and the determination effect of the quality of the project development process is improved.
Step 23, a quality detection configuration file corresponding to the item to be detected is obtained.
Wherein, different items to be detected correspond to different quality detection configuration files; the quality detection configuration file can be a rule set file for carrying out score evaluation on the item to be detected, and can also be a rule set file for trend evaluation; for example, the quality detection configuration file is a rule configuration file for performing score evaluation on an item to be detected, wherein one code writing problem is deducted by 0.5 score, one code annotating problem is deducted by 0.2 score, and if 10 code writing problems and 20 code annotating problems exist in the item to be detected, the deduction of the item to be detected is calculated to be 9 score according to the quality configuration file.
Specifically, the server selects a quality detection configuration file corresponding to the item to be detected from the database according to the item type identifier carried by the item to be detected and the specific content included in the item to be detected; the server can also directly accept the specified quality detection configuration file to detect the item to be detected.
The step server determines the detection mode of the item to be detected by acquiring the quality detection configuration files, and different items correspond to different quality detection configuration files, so that differential quality detection of the item to be detected is realized, and the quality determination effect of the item development process is improved.
And step 24, respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results.
Specifically, the server extracts corresponding configuration files from the quality detection configuration files according to different kinds of detection information in the items to be detected, and sequentially performs quality recognition on the code detection information, the item construction detection information, the product operation detection information and the database detection operation information, wherein one detection information corresponds to one recognition result. For example, there are 20 code writing questions in the code detection information, each question is deducted by 0.5 score, and the quality recognition result of the server for the code detection information is-10 score.
According to the method, quality recognition is carried out on different types of detection information in the project to be detected through the quality detection configuration file, a plurality of quality recognition results are obtained, the recognition result of the development process quality of the project to be detected is determined according to the preset weight value, the quality determination of the project development process is considered from the code of the project to the product corresponding to the project, and the determination effect of the project development process quality is improved.
And step 25, weighting the quality recognition results according to a preset weight value to obtain a recognition result of the development process quality of the project to be detected.
Wherein, because the influence degree of each module in the items to be detected on the items is different, different weight values are set according to the different influence degrees. For example, if the code module has a larger overall influence on the item to be detected, the weight value corresponding to the code is higher.
Specifically, the server determines a weight value file corresponding to the item to be detected according to the item to be detected, performs weighted calculation on the quality recognition result according to the weight of each module recorded in the weight value file, and then integrates the weighted quality recognition results to obtain the recognition result of the development process quality of the item to be detected. For example, the weight value corresponding to the code detection information is 0.5, the weight value corresponding to the project construction detection information is 0.2, the weight value corresponding to the product operation detection information is 0.15, the weight value corresponding to the database detection operation information is 0.15, and if the quality recognition results of all the detection information are 100 points, the quality recognition results after weighted calculation are respectively 50, 20, 15 and 15, and the obtained recognition result of the development process quality of the project to be detected is 100 points.
According to the method, different weights are set according to different importance of codes, project construction information, product information and database operation information of the project to be detected, and the quality determining effect of the project development process can be better reflected in the quality determining process of the project development process.
The method for determining the quality of the project development process comprises the following steps: acquiring an item to be detected; the to-be-detected items comprise codes of the to-be-detected items, item construction information of the to-be-detected items, product information of the to-be-detected items and database operation information of the to-be-detected items; according to the code, project construction information, product information and database operation information of the project to be detected, code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected are respectively obtained; acquiring a quality detection configuration file corresponding to an item to be detected; respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results; and weighting the quality recognition results according to a preset weight value to obtain a recognition result of the development process quality of the project to be detected. According to the method, the code, the project construction information, the product information and the database operation information of the project to be detected are detected to obtain a plurality of quality recognition results, the recognition result of the development process quality of the project to be detected is determined according to the preset weight value, the quality determination of the project development process is considered from the code of the project to the product corresponding to the project, and the determination effect of the project development process quality is improved.
In one embodiment, as shown in fig. 3, step 22, obtaining code detection information of an item to be detected includes:
step 31, detecting codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information;
step 32, carrying out security hole detection on the codes of the items to be detected according to a preset security detection tool to obtain code security detection information;
and step 33, taking the code violation information, the code red line information and the code safety detection information as code detection information of the item to be detected.
The code specification file includes a plurality of programming conventions, and files capable of checking the acquired code, such as naming convention checking, package name convention, class and interface name convention, constant definition, space, line feed and indentation convention, etc. The code violation information is specific content of a code violation code specification file, and comprises violation items, violation codes, time and the like; code red line information is mainly divided into two categories, namely blocking (blocking) and severity (critical). The blocking problem refers to a problem that causes interruption of program operation, such as: null pointer problem (nullpointer), thread deadlock problem, etc.; the code security detection information is record information generated after the server performs vulnerability detection on the code.
Specifically, the server detects the acquired code data one by one in combination with the code specification file, records the detected code sentences which do not accord with the code specification file one by one, records the specific content, the violation item and the violation time of the violation code, and generates code violation information. And similarly, the server detects the code data one by combining the code specification file, and records the code sentences with the code red lines in the code red line information. After detecting the code specification, the server calls a preset security detection tool to scan the code for security vulnerabilities; for example, by deploying the python script in the SVN or Git code repository, the server may crawl the daily code submission record for each code repository, then each of the incremental files is scanned for security vulnerabilities at daily times, and all security vulnerabilities are recorded as code security detection information. And finally, integrating the code violation information, the code red line information and the code security detection information by the server to serve as code detection information of the item to be detected. It should be noted that, the code of the item to be detected may be detected according to a preset code specification file, the detection result may be obtained immediately after the programmer edits in real time, or the code submitted by the programmer may be detected in a fixed period.
The code is subjected to standard detection and security hole detection, so that project operation problems caused by irregular code writing in the later stage are avoided to a great extent in the earliest stage, and the efficiency of the project development process is improved.
In one embodiment, the step 32 performs security breach detection on the code of the item to be detected according to a preset security detection tool to obtain code security detection information, including: calling a preset safety detection tool; detecting security holes according to codes of items to be detected by a preset security detection tool, and determining the positions of the detected security holes and the names of the security holes; code security detection information is generated according to the location of the security hole and the name of the security hole.
Specifically, the server selects corresponding security detection tools according to the items to be detected, and different security detection tools correspond to different security vulnerability scanning flows and processing logic; the security detection tool can establish connection with the latest vulnerability database through the network, so that updating of security vulnerability scanning is ensured. If the security hole is detected, determining the type, the name and the like of the security hole through a network or a database, and further generating code security detection information according to the acquired information.
The security detection tool is used for scanning the security holes of the codes, so that the security hole problems of the codes can be found in time.
In one embodiment, as shown in fig. 4, the step 22 of obtaining product operation detection information of the item to be detected includes:
step 41, obtaining buried point data of a product corresponding to a project to be detected;
step 42, detecting the running state of the product according to the buried point data to obtain product running detection information of the item to be detected; the product operation detection information includes failure information of the product and test defect information of the product.
Specifically, the server acquires the buried point data from the buried point preset in the product corresponding to the item to be detected. The embedded point data comprises operation data, fault information, operation time information and the like of a large number of users when using products corresponding to the items to be detected, and complaint records of the users in the using process, and test defect information of the products can be generated according to the complaint records; the server can determine the running state of the product according to the buried point data, and then obtains product running detection information according to the running state of the product. For example, if 100 pieces of embedded point data of the product a contain a large amount of a page blanks, the abnormal running state of the product can be determined according to the embedded point data, and the product running monitoring information is the a page abnormality.
According to the method, the buried point data are acquired from the products of the to-be-detected items, so that the running condition of the products when the user is in actual use is acquired, and the actual running state of the products can be better reflected.
In one embodiment, the step 24, after performing quality recognition on the code detection information, the project construction detection information, the product operation detection information, and the database detection operation information according to the quality detection configuration file, further includes:
respectively detecting a plurality of quality recognition results according to preset early warning parameters;
and if the quality identification result is detected to reach the early warning condition corresponding to the early warning parameter, generating corresponding early warning information according to the quality identification result, and sending the corresponding early warning information to the target terminal.
The early warning parameters are indexes for evaluating quality recognition results; for example, the early warning parameters may be set to 10 code writing questions, 2 code red line questions and 1 safe operation question. If 10 code writing problems or 2 code red line problems or 1 safe operation problem appear in the quality identification result, the early warning condition can be considered to be reached.
Specifically, the server extracts data corresponding to the early warning parameters from each quality identification result according to the early warning parameters, and if the number of the extracted problem data reaches the early warning conditions corresponding to the early warning parameters, corresponding early warning information is generated and sent to the target terminal, which can be code writing equipment or a mobile phone of a developer. For example, one of the early warning parameters is 1 security hole, and the server finds that 3 security holes exist when detecting the quality recognition result of the code detection information by using the early warning parameter; 3 conditions of 1 preset security hole are reached, so that the server generates early warning information according to the position of the security hole and the name of the security hole, acquires the computer identifier of the submitter related to the defect from the database, and sends the early warning information to the terminal equipment corresponding to the computer identifier.
The method can find out the quality problems as soon as possible in the project development process and remind relevant personnel to process in time by setting the early warning parameters.
In one embodiment, the step 25 further includes, before performing weighting processing on the plurality of quality recognition results according to a preset weight value to obtain a recognition result of the quality of the development process of the project to be detected: respectively acquiring the code, project construction information, product information and influence factors of database operation information on the project to be detected; and determining a preset weight value according to the influence factor.
Specifically, determining influence factors of each module on the items to be detected according to the different items to be detected; and determining the weight value according to the influence factor. For example, in the initial stage of project development, only codes, projects and databases are not available, and the influence factors of the codes, project construction information, product information and database operation information can be set to be 70%, 20%, 10% and 0% respectively according to the project development conditions, and the preset weight values can be determined according to the influence factors to be 0.7, 0.2, 0.1 and 0.
The step determines the preset weight value through the influence factors, the identification process of the quality of the project development process to be detected can be reasonably adjusted according to the progress of the project development process, and the determination effect of the quality of the project development process is improved.
In one embodiment, the step 25 further includes, after performing weighting processing on the plurality of quality recognition results according to a preset weight value to obtain a recognition result of the quality of the development process of the project to be detected: acquiring a historical identification result of the development process quality of the project to be detected from a database; and comparing the identification result with the historical identification result to generate a development trend chart of the development process quality of the project to be detected.
Specifically, the server stores the recognition result of each time as a history recognition result; based on the above, after the recognition result of the development process quality of the project to be detected is obtained each time, the recognition result can be compared with the historical recognition result in detail of the whole or each module, so that the quality change condition of the project to be detected in the whole development process can be defined. For example, the historical recognition results are 74, 76, 80 and 80 respectively, and the recognition result of the development process quality of the project to be detected is 85 this time, so that the development process quality trend of the project is 74, 76, 80 and 85, and the development trend of the project can be clearly seen to be continuously developed according to the development trend graph generated by the trend. The development trend graph can be a line graph, a bar graph and the like, and can also carry time information.
The step server compares the identification result with the historical identification result to generate a development trend graph of the development process quality of the project to be detected, and can help a development team of the project to be detected to determine the quality development situation of the project.
In one embodiment, the project construction detection information may record information such as construction status, unit test coverage, code annotation rate, code repetition rate, etc. of each project; wherein each source code Unit, a collection of one or more modules, is tested by a Unit Testing (Unit Testing) method, and programs are tested using programs to ensure their availability. Code coverage is often taken as an indicator of how good or bad the test is when doing unit testing; even with code coverage to check test task completion, for example, code coverage must reach 80% or 90%. Thus, the tester is careful to design the case coverage code. In addition, the unit test coverage rate can be measured by adopting a statement coverage mode, which is also called line coverage (LineCoverage), and is the most common coverage mode, and whether each executable statement in the tested code is executed or not can be measured, so that the test coverage rate of an item can be measured.
It should be understood that, although the steps in the flowcharts of fig. 2-4 are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in fig. 2-4 may include multiple steps or stages that are not necessarily performed at the same time, but may be performed at different times, nor does the order in which the steps or stages are performed necessarily performed in sequence, but may be performed alternately or alternately with at least a portion of the steps or stages in other steps or other steps.
In one embodiment, as shown in fig. 5, there is provided a determining apparatus for quality of a project development process, including: a to-be-detected item determining module 51, a detection information acquiring module 52, a profile acquiring module 53, a first quality identifying module 54, and a second quality identifying module 55, wherein:
the to-be-detected item determining module 51 is configured to obtain an to-be-detected item; the to-be-detected items comprise codes of the to-be-detected items, item construction information of the to-be-detected items, product information of the to-be-detected items and database operation information of the to-be-detected items;
The detection information obtaining module 52 is configured to obtain code detection information, item construction detection information, product operation detection information, and database operation detection information of an item to be detected according to the code, item construction information, product information, and database operation information of the item to be detected, respectively;
a configuration file obtaining module 53, configured to obtain a quality detection configuration file corresponding to an item to be detected;
the first quality recognition module 54 is configured to perform quality recognition on the code detection information, the project construction detection information, the product operation detection information, and the database detection operation information according to the quality detection configuration file, so as to obtain a plurality of quality recognition results;
and the second quality recognition module 55 is used for carrying out weighting processing on the plurality of quality recognition results according to a preset weight value to obtain recognition results of the development process quality of the project to be detected.
In one embodiment, the detection information obtaining module 52 is further configured to detect a code of the item to be detected according to a preset code specification file, so as to obtain code violation information and code red line information; performing security vulnerability detection on codes of the items to be detected according to a preset security detection tool to obtain code security detection information; and taking the code violation information, the code red line information and the code security detection information as code detection information of the item to be detected.
In one embodiment, the detection information acquisition module 52 is further configured to invoke a preset security detection tool; detecting security holes according to codes of items to be detected by a preset security detection tool, and determining the positions of the detected security holes and the names of the security holes; code security detection information is generated according to the location of the security hole and the name of the security hole.
In one embodiment, the detection information obtaining module 52 is further configured to obtain buried point data of a product corresponding to the item to be detected; detecting the running state of the product according to the buried point data to obtain product running detection information of the item to be detected; the product operation detection information includes failure information of the product and test defect information of the product.
In one embodiment, the device for determining the quality of the project development process further comprises an early warning module, which is used for respectively detecting a plurality of quality recognition results according to preset early warning parameters; and if the quality identification result is detected to reach the early warning condition corresponding to the early warning parameter, generating corresponding early warning information according to the quality identification result, and sending the corresponding early warning information to the target terminal.
In one embodiment, the device for determining the quality of the project development process further comprises a weight value determining module, which is used for respectively acquiring the code, project construction information, product information and influence factors of database operation information on the project to be detected; and determining a preset weight value according to the influence factor.
In one embodiment, the device for determining the quality of the project development process further comprises a development trend graph generating module, which is used for acquiring a historical identification result of the quality of the project development process to be detected from a database; and comparing the identification result with the historical identification result to generate a development trend chart of the development process quality of the project to be detected.
For specific limitations on the determination means of the quality of the project development process, reference may be made to the above limitations on the determination method of the quality of the project development process, and no further description is given here. The respective modules in the above-described determination means of the quality of the project development process may be implemented in whole or in part by software, hardware, and combinations thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a server, the internal structure of which may be as shown in fig. 6. The computer device includes a processor, a memory, and a network interface connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is used to store data defining the quality of the project development process. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program, when executed by a processor, implements a method of determining the quality of a project development process.
It will be appreciated by those skilled in the art that the structure shown in fig. 6 is merely a block diagram of some of the structures associated with the present application and is not limiting of the computer device to which the present application may be applied, and that a particular computer device may include more or fewer components than shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided comprising a memory and a processor, the memory having stored therein a computer program, the processor when executing the computer program performing the steps of:
acquiring an item to be detected; the to-be-detected items comprise codes of the to-be-detected items, item construction information of the to-be-detected items, product information of the to-be-detected items and database operation information of the to-be-detected items;
according to the code, project construction information, product information and database operation information of the project to be detected, code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected are respectively obtained;
acquiring a quality detection configuration file corresponding to an item to be detected;
respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results;
And weighting the quality recognition results according to a preset weight value to obtain a recognition result of the development process quality of the project to be detected.
In one embodiment, the processor when executing the computer program further performs the steps of: detecting codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information; performing security vulnerability detection on codes of the items to be detected according to a preset security detection tool to obtain code security detection information; and taking the code violation information, the code red line information and the code security detection information as code detection information of the item to be detected.
In one embodiment, the processor when executing the computer program further performs the steps of: calling a preset safety detection tool; detecting security holes according to codes of items to be detected by a preset security detection tool, and determining the positions of the detected security holes and the names of the security holes; code security detection information is generated according to the location of the security hole and the name of the security hole.
In one embodiment, the processor when executing the computer program further performs the steps of: acquiring buried point data of a product corresponding to a project to be detected; detecting the running state of the product according to the buried point data to obtain product running detection information of the item to be detected; the product operation detection information includes failure information of the product and test defect information of the product.
In one embodiment, the processor when executing the computer program further performs the steps of: respectively detecting a plurality of quality recognition results according to preset early warning parameters; and if the quality identification result is detected to reach the early warning condition corresponding to the early warning parameter, generating corresponding early warning information according to the quality identification result, and sending the corresponding early warning information to the target terminal.
In one embodiment, the processor when executing the computer program further performs the steps of: respectively acquiring the code, project construction information, product information and influence factors of database operation information on the project to be detected; and determining a preset weight value according to the influence factor.
In one embodiment, the processor when executing the computer program further performs the steps of: acquiring a historical identification result of the development process quality of the project to be detected from a database; and comparing the identification result with the historical identification result to generate a development trend chart of the development process quality of the project to be detected.
In one embodiment, a computer readable storage medium is provided having a computer program stored thereon, which when executed by a processor, performs the steps of:
acquiring an item to be detected; the to-be-detected items comprise codes of the to-be-detected items, item construction information of the to-be-detected items, product information of the to-be-detected items and database operation information of the to-be-detected items;
According to the code, project construction information, product information and database operation information of the project to be detected, code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected are respectively obtained;
acquiring a quality detection configuration file corresponding to an item to be detected;
respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results;
and weighting the quality recognition results according to a preset weight value to obtain a recognition result of the development process quality of the project to be detected.
In one embodiment, the computer program when executed by the processor further performs the steps of: detecting codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information; performing security vulnerability detection on codes of the items to be detected according to a preset security detection tool to obtain code security detection information; and taking the code violation information, the code red line information and the code security detection information as code detection information of the item to be detected.
In one embodiment, the computer program when executed by the processor further performs the steps of: calling a preset safety detection tool; detecting security holes according to codes of items to be detected by a preset security detection tool, and determining the positions of the detected security holes and the names of the security holes; code security detection information is generated according to the location of the security hole and the name of the security hole.
In one embodiment, the computer program when executed by the processor further performs the steps of: acquiring buried point data of a product corresponding to a project to be detected; detecting the running state of the product according to the buried point data to obtain product running detection information of the item to be detected; the product operation detection information includes failure information of the product and test defect information of the product.
In one embodiment, the computer program when executed by the processor further performs the steps of: respectively detecting a plurality of quality recognition results according to preset early warning parameters; and if the quality identification result is detected to reach the early warning condition corresponding to the early warning parameter, generating corresponding early warning information according to the quality identification result, and sending the corresponding early warning information to the target terminal.
In one embodiment, the computer program when executed by the processor further performs the steps of: respectively acquiring the code, project construction information, product information and influence factors of database operation information on the project to be detected; and determining a preset weight value according to the influence factor.
In one embodiment, the computer program when executed by the processor further performs the steps of: acquiring a historical identification result of the development process quality of the project to be detected from a database; and comparing the identification result with the historical identification result to generate a development trend chart of the development process quality of the project to be detected.
Those skilled in the art will appreciate that implementing all or part of the above-described methods in accordance with the embodiments may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed may comprise the steps of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, or the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory. By way of illustration, and not limitation, RAM can be in the form of a variety of forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), and the like.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The foregoing examples represent only a few embodiments of the present application, which are described in more detail and are not to be construed as limiting the scope of the invention. It should be noted that it would be apparent to those skilled in the art that various modifications and improvements could be made without departing from the spirit of the present application, which would be within the scope of the present application. Accordingly, the scope of protection of the present application is to be determined by the claims appended hereto.
Claims (10)
1. A method for determining the quality of a project development process, the method comprising:
acquiring an item to be detected; the to-be-detected item comprises a code of the to-be-detected item, item construction information of the to-be-detected item, product information of the to-be-detected item and database operation information of the to-be-detected item;
according to the code of the item to be detected, the item construction information, the product information and the database operation information, code detection information, item construction detection information, product operation detection information and database operation detection information of the item to be detected are respectively obtained;
Acquiring a quality detection configuration file corresponding to the item to be detected;
respectively carrying out quality recognition on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality recognition results;
weighting the quality recognition results according to a preset weight value to obtain recognition results of the development process quality of the project to be detected; the preset weight value is determined according to the code of the item to be detected, the item construction information of the item to be detected, the product information of the item to be detected and the influence degree of the database operation information of the item to be detected on the item to be detected;
acquiring a historical recognition result of the development process quality of the project to be detected, and generating a development trend chart of the development process quality of the project to be detected according to the recognition result and the historical recognition result;
according to the development trend graph, confirming the quality development situation of the item to be detected;
after the plurality of quality recognition results are obtained, the method further comprises:
And under the condition that the plurality of quality recognition results reach the pre-warning conditions corresponding to the pre-set pre-warning parameters, generating corresponding pre-warning information according to the plurality of quality recognition results, and sending the pre-warning information to the target terminal.
2. The method of claim 1, wherein the obtaining code detection information for the item to be detected comprises:
detecting codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information;
performing security vulnerability detection on the codes of the items to be detected according to a preset security detection tool to obtain code security detection information;
and taking the code violation information, the code red line information and the code security detection information as code detection information of the item to be detected.
3. The method according to claim 2, wherein the performing security breach detection on the code of the item to be detected according to a preset security detection tool to obtain the code security detection information includes:
invoking the preset safety detection tool;
detecting the security hole of the code of the item to be detected according to the preset security detection tool, and determining the position of the detected security hole and the name of the security hole;
And generating the code security detection information according to the position of the security hole and the name of the security hole.
4. The method of claim 1, wherein the obtaining product run detection information for the item to be detected comprises:
acquiring buried point data of a product corresponding to the item to be detected;
detecting the running state of the product according to the buried point data to obtain product running detection information of the item to be detected; the product operation detection information comprises fault information of the product and test defect information of the product.
5. The method according to claim 1, further comprising, before the weighting the plurality of quality recognition results according to the preset weight value to obtain the recognition result of the development process quality of the project to be detected:
respectively acquiring the code of the item to be detected, the item construction information, the product information and the influence factors of the database operation information on the item to be detected;
and determining a preset weight value according to the influence factor.
6. A device for determining the quality of a project development process, the device comprising:
The to-be-detected item determining module is used for acquiring the to-be-detected item; the to-be-detected item comprises a code of the to-be-detected item, item construction information of the to-be-detected item, product information of the to-be-detected item and database operation information of the to-be-detected item;
the detection information acquisition module is used for respectively acquiring code detection information, project construction detection information, product operation detection information and database operation detection information of the project to be detected according to the code of the project to be detected, the project construction information, the product information and the database operation information;
the configuration file acquisition module is used for acquiring a quality detection configuration file corresponding to the item to be detected;
the first quality identification module is used for carrying out quality identification on the code detection information, the project construction detection information, the product operation detection information and the database detection operation information according to the quality detection configuration file to obtain a plurality of quality identification results;
the second quality recognition module is used for carrying out weighting treatment on the plurality of quality recognition results according to a preset weight value to obtain the recognition result of the development process quality of the project to be detected; the preset weight value is determined according to the code of the item to be detected, the item construction information of the item to be detected, the product information of the item to be detected and the influence degree of the database operation information of the item to be detected on the item to be detected;
The development trend graph generation module is used for acquiring a historical recognition result of the development process quality of the project to be detected and generating a development trend graph of the development process quality of the project to be detected according to the recognition result and the historical recognition result; according to the development trend graph, confirming the quality development situation of the item to be detected;
the device also comprises an early warning module, which is used for generating corresponding early warning information according to the quality recognition results and sending the information to a target terminal under the condition that the quality recognition results reach the early warning conditions corresponding to the preset early warning parameters.
7. The apparatus of claim 6, wherein the detection information obtaining module is further configured to detect a code of the item to be detected according to a preset code specification file to obtain code violation information and code red line information; performing security vulnerability detection on the codes of the items to be detected according to a preset security detection tool to obtain code security detection information; and taking the code violation information, the code red line information and the code security detection information as code detection information of the item to be detected.
8. The apparatus of claim 7, wherein the detection information acquisition module is further configured to invoke the preset security detection tool; detecting the security hole of the code of the item to be detected according to the preset security detection tool, and determining the position of the detected security hole and the name of the security hole; and generating the code security detection information according to the position of the security hole and the name of the security hole.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any one of claims 1 to 5 when the computer program is executed.
10. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010215768.6A CN111444093B (en) | 2020-03-25 | 2020-03-25 | Method and device for determining quality of project development process and computer equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010215768.6A CN111444093B (en) | 2020-03-25 | 2020-03-25 | Method and device for determining quality of project development process and computer equipment |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111444093A CN111444093A (en) | 2020-07-24 |
| CN111444093B true CN111444093B (en) | 2024-04-02 |
Family
ID=71654380
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010215768.6A Active CN111444093B (en) | 2020-03-25 | 2020-03-25 | Method and device for determining quality of project development process and computer equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111444093B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112631894A (en) * | 2020-12-02 | 2021-04-09 | 北京健康之家科技有限公司 | Code detection method, device, storage medium and computer equipment |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140123110A1 (en) * | 2012-10-29 | 2014-05-01 | Business Objects Software Limited | Monitoring and improving software development quality |
| CN106201861A (en) * | 2015-05-07 | 2016-12-07 | 阿里巴巴集团控股有限公司 | The detection method of a kind of code quality and device |
| CN108304327A (en) * | 2018-02-02 | 2018-07-20 | 平安证券股份有限公司 | Static code scanning result treating method and apparatus |
| CN109344072A (en) * | 2018-10-12 | 2019-02-15 | 携程旅游信息技术（上海）有限公司 | Code quality detection method, server, system, equipment and storage medium |
| CN109726123A (en) * | 2018-12-20 | 2019-05-07 | 北京每日优鲜电子商务有限公司 | The detection system and detection method of code quality |
| CN110008204A (en) * | 2019-03-12 | 2019-07-12 | 平安信托有限责任公司 | Detection method, device, computer equipment and the storage medium of the quality of data |
| CN110018954A (en) * | 2018-12-25 | 2019-07-16 | 阿里巴巴集团控股有限公司 | Code quality detection, the appraisal procedure of code detection quality, device and equipment |
| CN110490413A (en) * | 2019-07-12 | 2019-11-22 | 中国人民解放军63961部队 | Software assessment project quantitative management method, apparatus, equipment and readable storage medium storing program for executing |
| CN110704297A (en) * | 2019-08-15 | 2020-01-17 | 平安普惠企业管理有限公司 | Code evaluation method and device, computer equipment and storage medium |
-
2020
- 2020-03-25 CN CN202010215768.6A patent/CN111444093B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140123110A1 (en) * | 2012-10-29 | 2014-05-01 | Business Objects Software Limited | Monitoring and improving software development quality |
| CN103793315A (en) * | 2012-10-29 | 2014-05-14 | Sap股份公司 | Software development quality monitoring and improving system and method |
| CN106201861A (en) * | 2015-05-07 | 2016-12-07 | 阿里巴巴集团控股有限公司 | The detection method of a kind of code quality and device |
| CN108304327A (en) * | 2018-02-02 | 2018-07-20 | 平安证券股份有限公司 | Static code scanning result treating method and apparatus |
| CN109344072A (en) * | 2018-10-12 | 2019-02-15 | 携程旅游信息技术（上海）有限公司 | Code quality detection method, server, system, equipment and storage medium |
| CN109726123A (en) * | 2018-12-20 | 2019-05-07 | 北京每日优鲜电子商务有限公司 | The detection system and detection method of code quality |
| CN110018954A (en) * | 2018-12-25 | 2019-07-16 | 阿里巴巴集团控股有限公司 | Code quality detection, the appraisal procedure of code detection quality, device and equipment |
| CN110008204A (en) * | 2019-03-12 | 2019-07-12 | 平安信托有限责任公司 | Detection method, device, computer equipment and the storage medium of the quality of data |
| CN110490413A (en) * | 2019-07-12 | 2019-11-22 | 中国人民解放军63961部队 | Software assessment project quantitative management method, apparatus, equipment and readable storage medium storing program for executing |
| CN110704297A (en) * | 2019-08-15 | 2020-01-17 | 平安普惠企业管理有限公司 | Code evaluation method and device, computer equipment and storage medium |
Non-Patent Citations (1)
| Title |
|---|
| 面向开发过程的软件项目质量管理研究;赵俊霞;《中国优秀博硕士学位论文全文数据库(硕士)工程科技Ⅱ辑》;第7-52页 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111444093A (en) | 2020-07-24 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109446068B (en) | Interface test method, device, computer equipment and storage medium | |
| CN111488578A (en) | Continuous vulnerability management for modern applications | |
| CN108427613B (en) | Abnormal interface positioning method and device, computer equipment and storage medium | |
| US7712087B2 (en) | Methods and systems for identifying intermittent errors in a distributed code development environment | |
| CN110704297B (en) | Code review method, device, computer equipment and storage medium | |
| CN108804326B (en) | Automatic software code detection method | |
| US10467590B2 (en) | Business process optimization and problem resolution | |
| CN111045927A (en) | Performance test evaluation method and device, computer equipment and readable storage medium | |
| CN114116496A (en) | Automatic testing method, device, equipment and medium | |
| CN112799722A (en) | Command recognition method, device, equipment and storage medium | |
| CN113342685A (en) | Precise test method and device, computer equipment and storage medium | |
| CN115952081A (en) | Software testing method, device, storage medium and equipment | |
| EP3470988A1 (en) | Method for replicating production behaviours in a development environment | |
| CN111444093B (en) | Method and device for determining quality of project development process and computer equipment | |
| CN113282513B (en) | Interface test case generation method and device, computer equipment and storage medium | |
| CN114610635A (en) | Interface test case generation method and device, computer equipment and storage medium | |
| CN112256532A (en) | Test interface generation method and device, computer equipment and readable storage medium | |
| CN115391230A (en) | Test script generation method, test script penetration method, test script generation device, test penetration device, test equipment and test medium | |
| US11526162B2 (en) | Method for detecting abnormal event and apparatus implementing the same method | |
| CN116340934A (en) | Terminal abnormal behavior detection method, device, equipment and storage medium | |
| CN113791980A (en) | Test case conversion analysis method, device, equipment and storage medium | |
| CN113282504A (en) | Incremental code coverage rate detection method and service development method and device | |
| CN112612882B (en) | Review report generation method, device, equipment and storage medium | |
| CN115129355B (en) | Page repair method, system and computer equipment thereof | |
| CN110109809B (en) | Method and equipment for testing log auditing function according to syslog |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20220118 Address after: Room 1423, No. 1256 and 1258, Wanrong Road, Jing'an District, Shanghai 200040 Applicant after: Tianyi Digital Life Technology Co.,Ltd. Address before: 1 / F and 2 / F, East Garden, Huatian International Plaza, 211 Longkou Middle Road, Tianhe District, Guangzhou, Guangdong 510630 Applicant before: Century Dragon Information Network Co.,Ltd. |
|
| TA01 | Transfer of patent application right | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |