CN111444093A - 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
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Abstract
The application relates to a method and a device for determining quality of a project development process, computer equipment and a storage medium. The method comprises the following steps: acquiring a project to be detected; 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, the project construction information, the product information and the database operation information of the project to be detected; acquiring a quality detection configuration file corresponding to a to-be-detected project; respectively performing 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 weighting the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the to-be-detected project development process. The method improves the determination effect of the quality of the project development process.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a method and an apparatus for determining quality of a project development process, a computer device, and a storage medium.
Background
With the development of computer technology, the development mode of software projects is changed, and the agile development mode is gradually popularized; the method is oriented by taking user requirements as targets, and software projects are developed gradually in an iterative mode.
The quality of the project development process is a guarantee for effective output of a project development team, but at present, the quality of a product corresponding to a project or the quality of a code is mostly used as evaluation of the overall quality of the project, the quality determination method lacks consideration for the project development process, and the quality determination effect is too comprehensive and poor.
Disclosure of Invention
In view of the above, it is necessary to provide a project development process quality determination method, a project development process quality determination apparatus, a computer device, and a storage medium, which can determine the project development process quality more comprehensively.
A method of determining a quality of a project development process, the method comprising:
acquiring a project to be detected; the item to be detected comprises a code of the item to be detected, item construction information of the item to be detected, product information of the item to be detected and database operation information of the item to be detected;
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;
acquiring a quality detection configuration file corresponding to the item to be detected;
according to the quality detection configuration file, respectively 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 to obtain a plurality of quality identification results;
and weighting the quality identification results according to a preset weight value to obtain the quality identification result of the development process of the project to be detected.
In one embodiment, the acquiring code detection information of the item to be detected includes:
detecting the codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information;
carrying out security vulnerability detection on the codes of the items to be detected according to a preset security detection tool to obtain the code security detection information;
and taking the code violation information, the code red line information and the code safety detection information as the code detection information of the item to be detected.
In one embodiment, the performing security vulnerability 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:
calling the preset safety detection tool;
performing security vulnerability detection on the codes of the items to be detected according to the preset security detection tool, and determining the position of the detected security vulnerability and the name of the security vulnerability;
and generating the code security detection information according to the position of the security vulnerability and the name of the security vulnerability.
In one embodiment, the acquiring product operation detection information of the item to be detected includes:
acquiring data of embedded points 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 the performing, according to the quality detection configuration file, quality identification on the code detection information, the project construction detection information, the product operation detection information, and the database detection operation information respectively to obtain a plurality of quality identification results, the method further includes:
respectively detecting the quality identification 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 a target terminal.
In one embodiment, before the performing weighting processing on the multiple quality identification results according to the preset weight values to obtain the identification result of the quality of the development process of the project to be detected, the method further includes:
respectively acquiring the influence factors of the codes of the items to be detected, the item construction information, the product information and the database operation information on the items to be detected;
and determining a preset weight value according to the influence factor.
In one embodiment, after the weighting the quality identification results according to the preset weight values to obtain the quality identification result 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 quality of the development process of the project to be detected.
An apparatus for determining a quality of a project development process, the apparatus comprising:
the to-be-detected item determining module is used for acquiring the to-be-detected item; the item to be detected comprises a code of the item to be detected, item construction information of the item to be detected, product information of the item to be detected and database operation information of the item to be detected;
the detection information acquisition module is used for respectively acquiring the code detection information, the project construction detection information, the product operation detection information and the 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 respectively 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 identification module is used for weighting the plurality of quality identification results according to preset weight values to obtain the identification result of the quality of the to-be-detected project development process.
A computer device comprising a memory and a processor, the memory storing a computer program, the processor implementing the following steps when executing the computer program:
acquiring a project to be detected; the item to be detected comprises a code of the item to be detected, item construction information of the item to be detected, product information of the item to be detected and database operation information of the item to be detected;
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;
acquiring a quality detection configuration file corresponding to the item to be detected;
according to the quality detection configuration file, respectively 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 to obtain a plurality of quality identification results;
and weighting the quality identification results according to a preset weight value to obtain the quality identification result of the development process of the project to be detected.
A computer-readable storage medium, on which a computer program is stored which, when executed by a processor, carries out the steps of:
acquiring a project to be detected; the item to be detected comprises a code of the item to be detected, item construction information of the item to be detected, product information of the item to be detected and database operation information of the item to be detected;
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;
acquiring a quality detection configuration file corresponding to the item to be detected;
according to the quality detection configuration file, respectively 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 to obtain a plurality of quality identification results;
and weighting the quality identification results according to a preset weight value to obtain the quality identification result of the development process 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 a project to be detected; the items to be detected comprise codes of the items to be detected, item construction information of the items to be detected, product information of the items to be detected and database operation information of the items to be detected; 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, the project construction information, the product information and the database operation information of the project to be detected; acquiring a quality detection configuration file corresponding to a to-be-detected project; respectively performing 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 weighting the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the to-be-detected project development process. The method comprises the steps of detecting a plurality of aspects of codes, project construction information, product information and database operation information of a project to be detected to obtain a plurality of quality identification results, determining the identification result of the quality of the development process of the project to be detected according to a preset weight value, taking the quality determination consideration of the development process of the project from the codes of the project to the products corresponding to the project, and improving the quality determination effect of the development process of the project.
Drawings
FIG. 1 is a diagram of an application environment for a method for determining quality of a project development process in one embodiment;
FIG. 2 is a flowchart illustrating a method for determining quality of a project development process according to one embodiment;
FIG. 3 is a flowchart illustrating the steps of obtaining code detection information of an item to be detected in one embodiment;
FIG. 4 is a flowchart illustrating a method for obtaining product operation detection information of an item to be detected in one embodiment;
FIG. 5 is a block diagram showing an example of the structure of a device for determining the quality of a project development process;
FIG. 6 is a diagram illustrating an internal structure of a computer device according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The method for determining the quality of the project development process can be applied to the application environment shown in fig. 1. The server 11 and the terminal 12 communicate with each other via a network. The server 11 can obtain 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, the project construction information, the product information and the database operation information of the project to be detected; the server 11 acquires a quality detection configuration file corresponding to the item to be detected; the server 11 respectively identifies the quality of 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 server 11 performs weighting processing on the multiple quality identification results according to the preset weight values to obtain the identification result of the quality of the to-be-detected project development process. The terminal 12 may be, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers, and portable wearable devices, and may also be a database, a server cluster, etc. in which items to be detected are stored; the server 11 may be implemented as a stand-alone server or as a server cluster comprising a plurality 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, which is described by taking the method as an example applied to the server 11 in fig. 1, and includes the following steps:
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, wherein a module is in the server a, B module is in the server B, and so on until the server e; after receiving the item detection instruction, the server determines an item Z to be detected according to the instruction, and further determines server paths a-e stored in modules related to the item Z to be detected; and then the server acquires the data of each module of the item Z to be detected from the a-e server respectively, and the acquisition work of the item to be detected is completed after all the data are acquired.
The codes of the items to be detected can be acquired through corresponding plug-ins on IDE (Integrated development environment) of developers, and the codes compiled by the developers are uploaded to a server in real time; or after the developer submits the codes to a database or a code warehouse, the codes of the items to be detected can be obtained from the codes; the server can automatically construct projects 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; the product information of the project to be detected can be directly obtained from a product server, and the product information can be the use condition of a client, the complaint condition of the client, the operation condition of the client and the like; the database operation information of the items to be detected can be obtained according to the operation condition of the database server, and comprises an operation error log of the database, database statement errors, read times and the like.
The server respectively acquires multi-aspect data related to the project to be detected according to the characteristics of the project to be detected, can detect the project to be detected in multiple aspects such as codes, project construction information, product information and database operation information, and improves the effect of determining the quality of the project development process.
And step 22, 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, the project construction information, the product information and the database operation information of the project to be detected.
Specifically, after the code, 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 acquires the code written by the developer through a specification plug-in on an Integrated Development Environment (IDE), and the server may perform a violation check on the code by using the specification plug-in, and record detailed information such as a violation item, a violation code, time, and the like as code detection information of the item to be detected.
In the step, the project to be detected is acquired, and the acquired data is detected respectively to obtain detection information of multiple aspects, so that the detection of specific data in the project to be detected is completed, data support is provided for the determination of the quality of the subsequent project development process, the codes of the project to the products corresponding to the project are taken into consideration for the determination of the quality of the project development process, and the determination effect of the quality of the project development process is improved.
And step 23, acquiring a quality detection configuration file corresponding to the item to be detected.
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 performing score evaluation on the items 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 the item to be detected, wherein one code writing problem deducts 0.5 score and one code annotation problem deducts 0.2 score, and if 10 code writing problems and 20 code annotation problems exist in the item to be detected, the deduction amount of the item to be detected is calculated to be 9 scores 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 an item type identifier carried by the item to be detected and specific content included in the item to be detected; the server can also directly receive the specified quality detection configuration file to detect the items to be detected.
In the step, the server determines the detection mode of the item to be detected by acquiring the quality detection configuration file, and different items correspond to different quality detection configuration files, so that the differentiated quality detection of the item to be detected is realized, and the quality determination effect of the project development process is improved.
And 24, respectively 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.
Specifically, the server extracts corresponding configuration files from the quality detection configuration files respectively according to different types of detection information in the items to be detected, performs quality identification on the code detection information, the item construction detection information, the product operation detection information and the database detection operation information, and performs quality identification in sequence, wherein one piece of detection information corresponds to one identification result. For example, 20 code writing problems exist in the code detection information, each problem is deducted by 0.5 point, and the quality identification result of the server for the code detection information is-10 points.
The quality of different types of detection information in the project to be detected is identified through the quality detection configuration file to obtain a plurality of quality identification results, the identification result of the quality of the development process of the project to be detected is determined according to the preset weight value, the quality of the development process of the project is considered from the code of the project to the product corresponding to the project, and the quality determination effect of the development process of the project is improved.
And 25, weighting the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the to-be-detected project development process.
Because the influence degrees of each module in the item to be detected on the item are different, different weight values are set according to the different influence degrees. For example, if the overall influence of the code module on the item to be detected is large, the weight value corresponding to the code is high.
Specifically, the server determines a weight value file corresponding to the item to be detected according to the item to be detected, performs weighting calculation on the quality identification results according to the weight of each module recorded in the weight value file, and then integrates a plurality of weighted quality identification results to obtain the identification result of the quality of the item to be detected in the development process. 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, if the quality identification results of the detection information are all 100 points, the quality identification results are respectively 50, 20, 15 and 15 after weighting calculation, and the obtained identification result of the quality of the project development process to be detected is also 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 to the project to be detected, and the determination effect of the quality of the project development process can be better reflected in the process of determining the quality of the project development process.
The method for determining the quality of the project development process comprises the following steps: acquiring a project to be detected; the items to be detected comprise codes of the items to be detected, item construction information of the items to be detected, product information of the items to be detected and database operation information of the items to be detected; 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, the project construction information, the product information and the database operation information of the project to be detected; acquiring a quality detection configuration file corresponding to a to-be-detected project; respectively performing 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 weighting the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the to-be-detected project development process. The method comprises the steps of detecting a plurality of aspects of codes, project construction information, product information and database operation information of a project to be detected to obtain a plurality of quality identification results, determining the identification result of the quality of the development process of the project to be detected according to a preset weight value, taking the quality determination consideration of the development process of the project from the codes of the project to the products corresponding to the project, and improving the quality determination effect of the development process of the project.
In one embodiment, as shown in fig. 3, step 22, acquiring code detection information of the item to be detected includes:
and step 33, taking the code violation information, the code red line information and the code safety detection information as the code detection information of the item to be detected.
The code specification file includes a large number of programming specifications, and is a file capable of checking the acquired code, such as a naming specification check, a package name specification, a class and interface name specification, a constant definition, a space, a wrapping line, an indentation specification, and the like. The code violation information is the specific content of the code violation code specification file and comprises violation items, violation codes, time and the like; the code red line information is mainly divided into two types, namely blocking (blocker) and critical (critical). The blocking problem refers to a problem that may cause interruption of program operation, such as: null pointer problem (nullpointereception), 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 performs one-to-one detection on the acquired code data in combination with the code specification file, records the detected code statements which do not conform to the code specification file one by one, and records the specific content, violation items and violation time of violation codes and generates code violation information. Similarly, the server combines the code specification file to detect the code data one by one, and records the code statement with the code red line in the code red line information. After the code specification is detected, the server calls a preset security detection tool to scan the code for security vulnerabilities; for example, by deploying python scripts in SVN or Git code repositories, the server may crawl daily code submission records to each code repository, then perform security vulnerability scanning on all incremental files respectively at regular times daily, and record all security vulnerability issues as code security detection information. And finally, integrating the code violation information, the code red line information and the code safety detection information by the server to serve as the code detection information of the item to be detected. It should be noted that, the codes of the items to be detected are detected according to the preset code specification file, the detection result can be obtained immediately after the programmer edits in real time, or the codes submitted by the programmer are detected in a fixed period.
In the step, by carrying out standard detection and security vulnerability detection on the codes, the problem of project operation caused by non-standard code writing in the later stage is avoided to a great extent as soon as possible, and the efficiency of the project development process is improved.
In an embodiment, the step 32 of performing security vulnerability detection on the code of the item to be detected according to a preset security detection tool to obtain code security detection information includes: calling a preset safety detection tool; performing security vulnerability detection on codes of items to be detected according to a preset security detection tool, and determining the position and the name of the detected security vulnerability; and generating code safety detection information according to the position of the safety loophole and the name of the safety loophole.
Specifically, the server selects a corresponding security detection tool according to the item to be detected, and different security detection tools correspond to different security vulnerability scanning flows and processing logics; the security detection tool can establish connection with the latest vulnerability database through a network, and updating of security vulnerability scanning is guaranteed. If the security vulnerability is detected, determining the type, name and the like of the security vulnerability through a network or a database, and further generating code security detection information according to the obtained information.
In the step, the security vulnerability of the code is scanned through a security detection tool, so that the security vulnerability problem of the code can be found in time.
In an embodiment, as shown in fig. 4, the step 22 of obtaining product operation detection information of the item to be detected includes:
Specifically, the server obtains buried point data from buried points preset in a product corresponding to the item to be detected. The embedded point data comprises operation data of a large number of users when the users use the products corresponding to the items to be detected, fault information of the products, operation time information and the like, and also comprises complaint records of the users in the use 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 buried point data of the product a include a large number of a-page blanks, the running state of the product may be determined to be abnormal according to the buried point data, and the product running monitoring information is an a-page abnormality.
According to the method, the embedded point data is obtained from the product of the item to be detected, so that the running condition of the product when a user actually uses the product is obtained, and the real running state of the product can be better reflected.
In an embodiment, the step 24, after performing quality identification on the code detection information, the project construction detection information, the product operation detection information, and the database detection operation information respectively according to the quality detection configuration file to obtain a plurality of quality identification results, further includes:
respectively detecting a plurality of quality identification results according to preset early warning parameters;
and if the quality identification result reaches 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.
Wherein the early warning parameters are indexes for evaluating quality identification results; for example, the early warning parameters may be set to 10 code writing problems, 2 code red line problems, and 1 safe operation problem. If 10 code writing problems or 2 code red line problems or 1 safe operation problem occurs 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 recognition 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, generates corresponding early warning information and sends the corresponding early warning information to a target terminal, wherein the early warning information can be code compiling equipment of developers or a mobile phone. For example, one of the early warning parameters is 1 security hole, and when the server detects the quality identification result of the code detection information by using the early warning parameter, the server finds that 3 security holes exist; and 3, the preset conditions of 1 security hole are met, 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 identification of the submitter related to the defect from the database, and sends the early warning information to the terminal equipment corresponding to the computer identification.
In the step, the early warning parameters are set, so that the existing quality problems can be found as soon as possible in the project development process, and related personnel can be reminded to deal with the problems in time.
In an embodiment, before performing weighting processing on the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the development process of the item to be detected, step 25 further includes: respectively acquiring the influence factors of the codes, project construction information, product information and database operation information of the projects to be detected on the projects to be detected; and determining a preset weight value according to the influence factor.
Specifically, determining the influence factors of each module on the item to be detected according to the different items to be detected; and determining a weight value according to the influence factor. For example, at the initial stage of project development, there is no corresponding product, only the code, the project and the database, the influence factors of the code, the project construction information, the product information and the database operation information may be set to 70%, 20%, 10% and 0% respectively according to the project development condition, and then the preset weight values may be determined according to the influence factors, and may be 0.7, 0.2, 0.1 and 0.
The preset weight value is determined through the influence factors, the identification process of the quality of the development process of the project to be detected can be reasonably adjusted according to the progress of the development process of the project, and the determination effect of the quality of the development process of the project is improved.
In an embodiment, the step 25, after performing weighting processing on the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the to-be-detected project development process, further includes: acquiring historical identification results 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 quality of the development process of the project to be detected.
Specifically, the server stores the identification result of each time as a history identification result; based on the method, after the identification result of the quality of the project to be detected in the development process is obtained every time, the detailed comparison of the overall identification result or each module can be carried out with the historical identification result, so that the quality change condition of the project to be detected in the whole development process is determined. For example, the historical identification results are 74, 76, 80 and 80 respectively, the identification result of the quality of the development process of the project to be detected obtained this time is 85, the development process quality trend of the project is 74, 76, 80 and 85, and the development trend of the project is constantly and well 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 server in the step generates a development trend graph of the quality of the development process of the project to be detected by comparing the identification result with the historical identification result, and can help a development team of the project to be detected to determine the quality development situation of the project.
In one embodiment, project construction detection information can record construction state, Unit test coverage, code annotation rate, code repetition rate and other information of each project, wherein each source code Unit, a collection of one or more modules and a program are tested by a Unit Testing (Unit Testing) method to ensure the usability of the source code Unit and the collection of the one or more modules, the program is tested by using the program, the code coverage is often taken as an index for measuring the test performance and the Unit test performance, even the code coverage is used for checking the test task completion condition, for example, the code coverage must reach 80% or 90%, testers pay attention to design case coverage codes, and in addition, the Unit test coverage can be measured in a statement coverage mode, namely line coverage (L inoverage), which is the most common coverage mode and can measure whether each executable statement in the tested code is executed or not, so that the test coverage of one project is measured.
It should be understood that although the various steps in the flow charts of fig. 2-4 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-4 may include multiple steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed in turn or alternately with other steps or at least some of the other steps.
In one embodiment, as shown in fig. 5, there is provided a device for determining the quality of a project development process, including: the system comprises a to-be-detected item determining module 51, a detection information acquiring module 52, a configuration file 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 item to be detected; the items to be detected comprise codes of the items to be detected, item construction information of the items to be detected, product information of the items to be detected and database operation information of the items to be detected;
the detection information acquisition module 52 is configured to acquire code detection information, project construction detection information, product operation detection information, and database operation detection information of the item to be detected, respectively, according to the code, the project construction information, the product information, and the database operation information of the item to be detected;
a profile obtaining module 53, configured to obtain a quality detection profile corresponding to the item to be detected;
the first quality identification module 54 is configured to perform 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 identification module 55 is configured to perform weighting processing on the multiple quality identification results according to a preset weight value, so as to obtain an identification result of the quality of the to-be-detected project in the development process.
In an 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; carrying out 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 safety detection information as the code detection information of the item to be detected.
In one embodiment, the detection information obtaining module 52 is further configured to invoke a preset security detection tool; performing security vulnerability detection on codes of items to be detected according to a preset security detection tool, and determining the position and the name of the detected security vulnerability; and generating code safety detection information according to the position of the safety loophole and the name of the safety loophole.
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 comprises fault 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 identification results according to preset early warning parameters; and if the quality identification result reaches 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 obtaining the influence factors of the codes, the project construction information, the product information and the database operation information of the projects to be detected on the projects 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 generation module, which is used for acquiring historical identification results 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 quality of the development process of the project to be detected.
For specific limitations of the device for determining the quality of the project development process, reference may be made to the above limitations of the method for determining the quality of the project development process, which are not described herein again. The modules in the project development process quality determination device can be wholly or partially realized by software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a server, and its internal structure diagram 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 comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer device is used for storing data for determining 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 is executed by a processor to implement a method of determining the quality of a project development process.
Those skilled in the art will appreciate that the architecture shown in fig. 6 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those 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 a computer program stored therein, the processor implementing the following steps when executing the computer program:
acquiring a project to be detected; the items to be detected comprise codes of the items to be detected, item construction information of the items to be detected, product information of the items to be detected and database operation information of the items to be detected;
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, the project construction information, the product information and the database operation information of the project to be detected;
acquiring a quality detection configuration file corresponding to a to-be-detected project;
respectively performing 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 weighting the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the to-be-detected project development process.
In one embodiment, the processor, when executing the computer program, further performs the steps of: detecting the codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information; carrying out 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 safety detection information as the 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; performing security vulnerability detection on codes of items to be detected according to a preset security detection tool, and determining the position and the name of the detected security vulnerability; and generating code safety detection information according to the position of the safety loophole and the name of the safety loophole.
In one embodiment, the processor, when executing the computer program, further performs the steps of: acquiring data of embedded points 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 comprises fault 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 identification results according to preset early warning parameters; and if the quality identification result reaches 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 influence factors of the codes, project construction information, product information and database operation information of the projects to be detected on the projects 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 historical identification results 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 quality of the development process 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 a project to be detected; the items to be detected comprise codes of the items to be detected, item construction information of the items to be detected, product information of the items to be detected and database operation information of the items to be detected;
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, the project construction information, the product information and the database operation information of the project to be detected;
acquiring a quality detection configuration file corresponding to a to-be-detected project;
respectively performing 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 weighting the multiple quality identification results according to a preset weight value to obtain the identification result of the quality of the to-be-detected project development process.
In one embodiment, the computer program when executed by the processor further performs the steps of: detecting the codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information; carrying out 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 safety detection information as the 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; performing security vulnerability detection on codes of items to be detected according to a preset security detection tool, and determining the position and the name of the detected security vulnerability; and generating code safety detection information according to the position of the safety loophole and the name of the safety loophole.
In one embodiment, the computer program when executed by the processor further performs the steps of: acquiring data of embedded points 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 comprises fault 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 identification results according to preset early warning parameters; and if the quality identification result reaches 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 influence factors of the codes, project construction information, product information and database operation information of the projects to be detected on the projects 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 historical identification results 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 quality of the development process of the project to be detected.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware related to instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database or other medium used in the embodiments provided herein can include at least one of non-volatile and volatile memory. Non-volatile memory may include Read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical storage, or the like. Volatile Memory can include Random Access Memory (RAM) or external cache Memory. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM), among others.
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above examples only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.
Claims (10)
1. A method for determining the quality of a project development process, the method comprising:
acquiring a project to be detected; the item to be detected comprises a code of the item to be detected, item construction information of the item to be detected, product information of the item to be detected and database operation information of the item to be detected;
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;
acquiring a quality detection configuration file corresponding to the item to be detected;
according to the quality detection configuration file, respectively 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 to obtain a plurality of quality identification results;
and weighting the quality identification results according to a preset weight value to obtain the quality identification result of the development process of the project to be detected.
2. The method according to claim 1, wherein the obtaining of the code detection information of the item to be detected comprises:
detecting the codes of the items to be detected according to a preset code specification file to obtain code violation information and code red line information;
carrying out security vulnerability detection on the codes of the items to be detected according to a preset security detection tool to obtain the code security detection information;
and taking the code violation information, the code red line information and the code safety detection information as the code detection information of the item to be detected.
3. The method according to claim 2, wherein the performing security vulnerability detection on the code of the item to be detected according to a preset security detection tool to obtain the code security detection information comprises:
calling the preset safety detection tool;
performing security vulnerability detection on the codes of the items to be detected according to the preset security detection tool, and determining the position of the detected security vulnerability and the name of the security vulnerability;
and generating the code security detection information according to the position of the security vulnerability and the name of the security vulnerability.
4. The method according to claim 1, wherein the obtaining product operation detection information of the item to be detected comprises:
acquiring data of embedded points 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 of claim 1, wherein 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 to obtain a plurality of quality recognition results, the method further comprises:
respectively detecting the quality identification 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 a target terminal.
6. The method according to claim 1, wherein before the weighting the quality recognition results according to the preset weight values to obtain the quality recognition result of the development process of the project to be detected, the method further comprises:
respectively acquiring the influence factors of the codes of the items to be detected, the item construction information, the product information and the database operation information on the items to be detected;
and determining a preset weight value according to the influence factor.
7. The method according to claim 1, wherein after the weighting the quality recognition results according to the preset weight values to obtain the quality recognition result of the development process of the project to be detected, the method further comprises:
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 quality of the development process of the project to be detected.
8. An apparatus for determining a quality of a project development process, the apparatus comprising:
the to-be-detected item determining module is used for acquiring the to-be-detected item; the item to be detected comprises a code of the item to be detected, item construction information of the item to be detected, product information of the item to be detected and database operation information of the item to be detected;
the detection information acquisition module is used for respectively acquiring the code detection information, the project construction detection information, the product operation detection information and the 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 respectively 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 identification module is used for weighting the plurality of quality identification results according to preset weight values to obtain the identification result of the quality of the to-be-detected project development process.
9. A computer device comprising a memory and a processor, the memory storing a computer program, wherein the processor implements the steps of the method of any one of claims 1 to 7 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 7.
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