CN112783784A - Project process quality display method and device and electronic equipment - Google Patents
Project process quality display method and device and electronic equipment Download PDFInfo
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Abstract
The application provides a project process quality display method and device and electronic equipment, and belongs to the software development management technology. The project process quality display method provided by the application comprises the following steps: acquiring first data from N source databases, wherein the first data comprises data related to codes of a target project, data related to requirements of the target project and data related to testing of the target project; processing the first data to generate M charts, wherein each chart in the M charts corresponds to an index of code quality, demand quality and/or test quality of the target project; displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M; therefore, the centralized display of the data related to the code quality, the demand quality and the test quality of the target project in the multiple databases is realized, so that the project quality can be evaluated and improved in the development process.
Description
Technical Field
The application relates to the technical field of software development management, in particular to a project process quality display method and device and electronic equipment.
Background
In the development process of the project, the process quality of the project needs to be evaluated so as to guide a team to improve the engineering efficiency. Process quality dimensions typically include quality of demand, code quality, quality of testing, etc. during the development of a project. The mainstream way to evaluate the process quality is to evaluate different dimensions by different teams, such as a product team to evaluate the demand quality in the project development process in combination with the JIRA (project management software), a development team to evaluate the code quality in the project development process in combination with the code inspection tool and the defect found by the test, and a test team to evaluate the test quality in the project development process in combination with the JIRA.
However, when the quality of the process is evaluated by each team, the adopted evaluation tools are inconsistent, the data display is very dispersed, new data indexes cannot be calculated jointly among data of several dimensions, the problem of process quality in the project development process cannot be found, guidance cannot be provided for improving the process quality, and the process quality of the overall evaluation project cannot be facilitated.
Disclosure of Invention
The application provides a project process quality display method and device and electronic equipment, and aims to solve the problem that project process quality cannot be displayed in a centralized mode in a project development process, so that project quality can be evaluated and improved conveniently.
In order to achieve the purpose, the following scheme is adopted in the application:
in one aspect, an embodiment of the present application provides a project process quality display method, including:
acquiring first data from N source databases, wherein the first data comprises data related to codes of a target project, data related to requirements of the target project and data related to testing of the target project;
processing the first data to generate M charts, wherein each chart in the M charts corresponds to an index of code quality, demand quality and/or test quality of the target project;
displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M;
wherein at least one of the target items is provided.
Optionally, the obtaining the first data from the N source databases includes at least one of:
acquiring a code scanning result of the code of the target project;
acquiring demand data and defect data of the current version of the target project;
acquiring code coverage rate data and/or case execution success rate in the target project automation test library;
and acquiring event data of the progress inhibition of the target project in the testing process.
Optionally, the data related to the code of the target item includes: code scanning results;
the processing the first data and generating M charts further includes:
summarizing the defect information of the target project in the appointed time period according to the code scanning result, and calculating the defect number of thousands of lines by calculating the defect information and the code line number of the target project in the corresponding source database;
and generating a corresponding chart according to the number of the thousand rows of defects of the target item.
Optionally, the data related to the requirements of the target project includes: demand data and defect data;
the processing the first data and generating M charts further includes:
automatically acquiring the requirement data and the defect data of the current version of the target project at regular time through an API (application program interface) of a project management system;
calculating the average defect number of each requirement of each target item according to the target item dimension;
and generating a corresponding chart according to the average defect number of each requirement of the target project.
Optionally, the data related to the testing of the target item comprises: code coverage data and/or use case execution success rate;
the processing the first data and generating M graphs further comprises at least one of:
generating a corresponding chart according to the coverage rate condition of each target project according to the code coverage rate data;
and calculating the average success rate of the current version of each target project according to the case execution success rate and generating a corresponding chart.
Optionally, the data related to the test of the target item further includes: event data of the target project, which hinders progress in the testing process;
the first data is processed, and the generation of the M charts further comprises at least one of the following items:
generating a corresponding chart to show the time consumption condition of each test stage of the target project according to the test progress of the target project;
calculating the survival time of the solved defects according to the defect data of the current version of the target project and generating a corresponding chart;
and generating a corresponding chart according to the unsolved defects of the target item in a preset period.
Optionally, the obtaining first data from the N source databases, and processing the first data to generate M graphs further includes:
optimizing the performance of the N source database queries by at least one of:
calculating the data which is not changed frequently according to the specified period;
enabling a query cache of a database;
according to the data acquisition range of the specified conditional statement accurate target source database;
the first page of data is loaded to the chart needing paging display.
In one aspect, an embodiment of the present application provides a project process quality display apparatus, the apparatus includes:
the data acquisition module is used for acquiring first data from the N source databases, wherein the first data comprises data related to codes of the target project, data related to requirements of the target project and data related to testing of the target project;
the data processing module is used for processing the first data to generate M charts, and each chart in the M charts corresponds to the index of the code quality, the demand quality and/or the test quality of the target project;
the chart display module is used for displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M;
wherein at least one of the target items is provided.
In one aspect, an embodiment of the present application further provides an electronic device, which includes a processor, a memory, and a program or an instruction stored on the memory and executable on the processor, where the program or the instruction, when executed by the processor, implements the steps of the project process quality display method provided in the embodiment of the present application.
In one aspect, an embodiment of the present application provides a readable storage medium, where a program or an instruction is stored on the readable storage medium, and the program or the instruction, when executed by a processor, implements the steps of the project process quality display method provided in the embodiment of the present application.
The beneficial effects brought by the technical scheme provided by the embodiment of the application at least comprise: acquiring first data from N source databases, wherein the first data comprises data related to codes of a target project, data related to requirements of the target project and data related to testing of the target project; processing the first data to generate M charts, wherein each chart in the M charts corresponds to an index of code quality, demand quality and/or test quality of the target project; displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M; therefore, the centralized display of the data related to the code quality, the demand quality and the test quality of the target project in the multiple databases is realized, so that the project quality can be evaluated and improved in the development process.
Drawings
Fig. 1 is a flowchart of a project process quality display method according to an embodiment of the present disclosure;
FIG. 2 is a diagram representation of a code quality mapping provided by an embodiment of the present application;
fig. 3 is a diagram illustrating a representation of a demand quality provided by an embodiment of the present application;
FIG. 4 is a diagram illustrating a representation of a test quality provided by an embodiment of the present application;
fig. 5 is a diagram illustrating a representation of a test quality provided in an embodiment of the present application.
FIG. 6 is a schematic structural diagram of a project process quality display apparatus according to an embodiment of the present disclosure;
fig. 7 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the drawings of the embodiments of the present application. It should be apparent that the described embodiments are only some of the embodiments of the present application, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the described embodiments of the application without making any creative effort, shall fall within the protection scope of the application.
The terms first, second and the like in the description and in the claims of the present application are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It will be appreciated that the data so used may be interchanged under appropriate circumstances such that embodiments of the application may be practiced in sequences other than those illustrated or described herein, and that the terms "first," "second," and the like are generally used herein in a generic sense and do not limit the number of terms, e.g., the first term can be one or more than one. In addition, "and/or" in the specification and claims means at least one of connected objects, a character "/" generally means that a preceding and succeeding related objects are in an "or" relationship.
In addition, the technical features mentioned in the different embodiments of the present application described below may be combined with each other as long as they do not conflict with each other.
Referring to fig. 1, a flowchart illustration of a project process quality display method provided by an embodiment of the present application is shown, including:
Through step 101, data related to the code of the target project, data related to the requirements of the target project, and data related to the testing of the target project can be obtained from the N source databases.
Specifically, the data may be obtained from N source databases through a data management platform, a data reporting tool, and the like, for example, through a METABASE data reporting tool.
And 102, processing the first data to generate M charts, wherein each chart in the M charts corresponds to the indexes of the code quality, the demand quality and/or the test quality of the target project.
Specifically, when the first data is processed, M charts are generated according to the required quality index, and centralized processing and joint calculation of data related to the code quality, the required quality and the test quality of the target project are realized, so that unified evaluation of the target project is facilitated, and guidance is provided for work of improving process quality.
103, displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M;
wherein at least one of the target items is provided.
Specifically, when different users log in through the page of the project process quality display method provided by the application, different charts are displayed according to different user levels so as to meet the user requirements, for example, when an administrator user logs in, all charts in the M charts are displayed; and the users in other categories can specifically show a plurality of charts in the M charts according to the types of the charts.
Optionally, the obtaining the first data from the N source databases includes at least one of:
acquiring a code scanning result of the code of the target project;
acquiring demand data and defect data of the current version of the target project;
acquiring code coverage rate data and/or case execution success rate in the target project automation test library;
and acquiring event data of the progress inhibition of the target project in the testing process.
Specifically, the code scanning result of the target project can reflect the code quality of the target project; the demand data and the defect data of the current version of the target project can reflect the demand quality of the target data; the code coverage rate data and/or the case execution success rate in the target project automation test library and the event data of the target project which hinders progress in the test process can reflect the test quality of the target project.
Optionally, the data related to the code of the target item includes: code scanning results;
the processing the first data and generating M charts further includes:
summarizing the defect information of the target project in the appointed time period according to the code scanning result, and calculating the defect number of thousands of lines by calculating the defect information and the code line number of the target project in the corresponding source database;
and generating a corresponding chart according to the number of the thousand rows of defects of the target item.
Specifically, the code scanning result can be obtained by pulling the static code scanning library, and the obtained scanning data is summarized and displayed according to the required quality index.
For example, fig. 2 is a diagram illustrating the correspondence between the code quality of the target item.
Optionally, the data related to the requirements of the target project includes: demand data and defect data;
the processing the first data and generating M charts further includes:
automatically acquiring the requirement data and the defect data of the current version of the target project at regular time through an API (application program interface) of a project management system;
calculating the average defect number of each requirement of each target item according to the target item dimension;
and generating a corresponding chart according to the average defect number of each requirement of the target project.
For example, fig. 3 is a diagram illustrating generation of data related to the demand of the target project.
Specifically, demand data and defect data are automatically acquired through a REST API (representational state transfer) interface which is in butt joint with the JIRA, the quality of the process is jointly calculated and evaluated through the demand data and the defect data, and a corresponding chart is generated according to index demands. When the JIRA REST API is docked, most tools can acquire the requirements of defect association at present, but the scheme can reversely calculate all defects associated with a certain requirement through the requirements of defect association, so that the defect number of each requirement can be displayed, and the average defect number of each requirement of a certain module can be calculated through analyzing the module to which the requirement belongs, so that inquirers can conveniently and visually compare the development quality of each module.
Illustratively, a timing task can be realized through a celery service, for example, JIRA requirement information and defect information are automatically acquired to a system at 0 point every morning, and the defect number associated with each requirement is automatically calculated; and the project requirement and the defect information can be acquired through REST/API/2/search by connecting a JIRA REST API interface through JWT authentication and carrying out secondary development. Celery is a distributed queue management tool, and is focused on real-time task processing and supports task scheduling. JWT authentication is used by a JIRA project management system for permission judgment, and judges whether an initiating access party has permission to acquire data or not by judging token information carried in a request.
Optionally, the data related to the testing of the target item comprises: code coverage data and/or use case execution success rate;
the processing the first data and generating M graphs further comprises at least one of:
generating a corresponding chart according to the coverage rate condition of each target project according to the code coverage rate data;
and calculating the average success rate of the current version of each target project according to the case execution success rate and generating a corresponding chart.
Specifically, the code progress condition of each project can be visually displayed through a code coverage rate data chart; the success rate chart is executed by using the case, so that the average success rate of the current version of each project can be visually displayed, and the test condition of the current project can be accurately evaluated. The interface automation test coverage rate and the interface execution success rate jointly reflect the quality of the interface test written by a tester.
Illustratively, fig. 4 is a diagram representing the intent corresponding to the code coverage data of the target item.
Optionally, the data related to the test of the target item further includes: event data of the target project, which hinders progress in the testing process;
the first data is processed, and the generation of the M charts further comprises at least one of the following items:
generating a corresponding chart to show the time consumption condition of each test stage of the target project according to the test progress of the target project;
calculating the survival time of the solved defects according to the defect data of the current version of the target project and generating a corresponding chart;
and generating a corresponding chart according to the unsolved defects of the target item in a preset period.
For example, fig. 5 is a diagram illustrating a test obstacle scenario of the target item.
Specifically, the testing progress of each stage can be evaluated by displaying the time consumption of each testing stage of the target project, and a chart is generated by setting relevant indexes for defect data, so that the defect information can be deeply analyzed, the defect survival time can be calculated by solving the defect, and the team engineering efficiency can be guided to be improved.
For example, the index of defect analysis may be adjusted, such as aggregating the unsolved defect information according to the dimension of the handler to generate a corresponding chart.
Optionally, the obtaining first data from the N source databases, and processing the first data to generate M graphs further includes:
optimizing the performance of the N source database queries by at least one of:
calculating the data which is not changed frequently according to the specified period;
enabling a query cache of a database;
according to the data acquisition range of the specified conditional statement accurate target source database;
the first page of data is loaded to the chart needing paging display.
Specifically, by optimizing the performance of the database, the project process display method provided by the application can be used for realizing quick response time when a page is subjected to chart display.
Specifically, when chart display is performed by the project process quality display method provided by the application, two display modes of a form and a graph are provided, wherein the histogram is associated with the duration, the quantity and the success rate, data are visually displayed, and through permission configuration, people with different requirements can conveniently view needed data.
Illustratively, demand quality, code quality, and test quality in the development of a unified presentation project may be achieved using data reporting tools, such as data query and data visualization capabilities provided through the METABASE tool, in the presentation of charts and data acquisition.
The method for displaying the quality of the project results provided by the application through the data reporting tool can enable the operation to be simpler and have lower requirements on technical personnel, for example, the method using the METABASE tool has the following advantages: the operation threshold is low, and database query statements are not required; the chart can be quickly created in a question and answer mode without additionally developing page display; the advantages of these data reporting tools enable process quality data presentation to be achieved quickly through the present method.
To sum up, the project process quality display method provided by the embodiment of the present application can obtain first data from N source databases, where the first data includes data related to a code of a target project, data related to a demand of the target project, and data related to a test of the target project; then processing the first data to generate M charts, wherein each chart in the M charts corresponds to the index of the code quality, the demand quality and/or the test quality of the target project; displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M; therefore, the centralized display of the data related to the code quality, the demand quality and the test quality of the target project in the databases is realized, so that the project quality is evaluated and improved in the development process, and different charts can be displayed according to the authority and the demand of different user categories.
Referring to fig. 6, an embodiment of the present application provides a project process quality display apparatus 60, including:
a data obtaining module 61, configured to obtain first data from the N source databases, where the first data includes data related to a code of a target project, data related to a requirement of the target project, and data related to a test of the target project;
a data processing module 62, configured to process the first data to generate M graphs, where each graph in the M graphs corresponds to an index of code quality, demand quality, and/or test quality of the target item;
the chart display module 63 is configured to display X charts of the M charts according to the category of the current login user, where X is equal to or less than M;
wherein at least one of the target items is provided.
Optionally, the obtaining the first data from the N source databases includes at least one of:
acquiring a code scanning result of the code of the target project;
acquiring demand data and defect data of the current version of the target project;
acquiring code coverage rate data and/or case execution success rate in the target project automation test library;
and acquiring event data of the progress inhibition of the target project in the testing process.
Optionally, the data related to the code of the target item includes: code scanning results;
the data processing module 62 is further configured to:
summarizing the defect information of the target project in the appointed time period according to the code scanning result, and calculating the defect number of thousands of lines by calculating the defect information and the code line number of the target project in the corresponding source database;
and generating a corresponding chart according to the number of the thousand rows of defects of the target item.
Optionally, the data related to the requirements of the target project includes: demand data and defect data;
the data processing module 62 is further configured to:
automatically acquiring the requirement data and the defect data of the current version of the target project at regular time through an API (application program interface) of a project management system;
calculating the average defect number of each requirement of each target item according to the target item dimension;
and generating a corresponding chart according to the average defect number of each requirement of the target project.
Optionally, the data related to the testing of the target item comprises: code coverage data and/or use case execution success rate;
the data processing module 62 is further configured to:
generating a corresponding chart according to the coverage rate condition of each target project according to the code coverage rate data;
and calculating the average success rate of the current version of each target project according to the case execution success rate and generating a corresponding chart.
Optionally, the data related to the test of the target item further includes: event data of the target project, which hinders progress in the testing process;
the data processing module 62 is further configured to at least one of:
generating a corresponding chart to show the time consumption condition of each test stage of the target project according to the test progress of the target project;
calculating the survival time of the solved defects according to the defect data of the current version of the target project and generating a corresponding chart;
and generating a corresponding chart according to the unsolved defects of the target item in a preset period.
Optionally, the data obtaining module 61 is further configured to:
optimizing the performance of the N source database queries by at least one of:
calculating the data which is not changed frequently according to the specified period;
enabling a query cache of a database;
according to the data acquisition range of the specified conditional statement accurate target source database;
the first page of data is loaded to the chart needing paging display.
The project process quality display device provided by the embodiment of the application can acquire first data from N source databases, wherein the first data comprises data related to codes of a target project, data related to requirements of the target project and data related to testing of the target project; then processing the first data to generate M charts, wherein each chart in the M charts corresponds to the index of the code quality, the demand quality and/or the test quality of the target project; displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M; therefore, the centralized display of the data related to the code quality, the demand quality and the test quality of the target project in the databases is realized, so that the project quality is evaluated and improved in the development process, and different charts can be displayed according to the authority and the demand of different user categories.
Referring to fig. 7, an embodiment of the present invention further provides an electronic device 70, which includes a processor 71, a memory 72, and a computer program stored in the memory 72 and capable of running on the processor 71, where the computer program, when executed by the processor 71, implements each process of the embodiment of the project process quality display method, and can achieve the same technical effect, and is not described herein again to avoid repetition.
The embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program implements each process of the embodiment of the method for displaying quality of a project process, and can achieve the same technical effect, and in order to avoid repetition, the detailed description is omitted here. The computer-readable storage medium may be a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal (such as a mobile phone, a computer, a server, an air conditioner, or a network device) to execute the method according to the embodiments of the present invention.
It should be understood that the above examples are only for clarity of illustration and are not intended to limit the embodiments. Other variations and modifications will be apparent to persons skilled in the art in light of the above description. And are neither required nor exhaustive of all embodiments. And obvious variations or modifications of this invention are intended to be covered by the scope of the invention as expressed herein.
Claims (10)
1. A project process quality display method is characterized by comprising the following steps:
acquiring first data from N source databases, wherein the first data comprises data related to codes of a target project, data related to requirements of the target project and data related to testing of the target project;
processing the first data to generate M charts, wherein each chart in the M charts corresponds to an index of code quality, demand quality and/or test quality of the target project;
displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M;
wherein at least one of the target items is provided.
2. The project process quality displaying method according to claim 1, wherein the obtaining the first data from the N source databases includes at least one of:
acquiring a code scanning result of the code of the target project;
acquiring demand data and defect data of the current version of the target project;
acquiring code coverage rate data and/or case execution success rate in the target project automation test library;
and acquiring event data of the progress inhibition of the target project in the testing process.
3. The project process quality presentation method of claim 1, wherein the data related to the code of the target project comprises: code scanning results;
the processing the first data and generating M charts further includes:
summarizing the defect information of the target project in the appointed time period according to the code scanning result, and calculating the defect number of thousands of lines by calculating the defect information and the code line number of the target project in the corresponding source database;
and generating a corresponding chart according to the number of the thousand rows of defects of the target item.
4. The project process quality presentation method of claim 1, wherein the data related to the requirements of the target project comprises: demand data and defect data;
the processing the first data and generating M charts further includes:
automatically acquiring the requirement data and the defect data of the current version of the target project at regular time through an API (application program interface) of a project management system;
calculating the average defect number of each requirement of each target item according to the target item dimension;
and generating a corresponding chart according to the average defect number of each requirement of the target project.
5. The project process quality presentation method of claim 1, wherein the data related to the testing of the target project comprises: code coverage data and/or use case execution success rate;
the processing the first data and generating M graphs further comprises at least one of:
generating a corresponding chart according to the coverage rate condition of each target project according to the code coverage rate data;
and calculating the average success rate of the current version of each target project according to the case execution success rate and generating a corresponding chart.
6. The project process quality presentation method of claim 1, wherein the data related to the testing of the target project further comprises: event data of the target project, which hinders progress in the testing process;
the first data is processed, and the generation of the M charts further comprises at least one of the following items:
generating a corresponding chart to show the time consumption condition of each test stage of the target project according to the test progress of the target project;
calculating the survival time of the solved defects according to the defect data of the current version of the target project and generating a corresponding chart;
and generating a corresponding chart according to the unsolved defects of the target item in a preset period.
7. The project process quality display method according to claim 1, wherein the obtaining first data from N source databases and processing the first data to generate M charts further comprises:
optimizing the performance of the N source database queries by at least one of:
calculating the data which is not changed frequently according to the specified period;
enabling a query cache of a database;
according to the data acquisition range of the specified conditional statement accurate target source database;
the first page of data is loaded to the chart needing paging display.
8. A project process quality display apparatus, comprising:
the data acquisition module is used for acquiring first data from the N source databases, wherein the first data comprises data related to codes of the target project, data related to requirements of the target project and data related to testing of the target project;
the data processing module is used for processing the first data to generate M charts, and each chart in the M charts corresponds to the index of the code quality, the demand quality and/or the test quality of the target project;
the chart display module is used for displaying X charts in the M charts according to the category of the current login user, wherein X is less than or equal to M;
wherein at least one of the target items is provided.
9. An electronic device, comprising: processor, memory and program stored on the memory and executable on the processor, which when executed by the processor implements the steps of the project process quality presentation method according to any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that a computer program is stored on the computer-readable storage medium, which computer program, when being executed by a processor, carries out the steps of the project process quality presentation method according to any one of claims 1 to 7.
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