CN113656022B - Software development method and device, computer equipment and storage medium - Google Patents
Software development method and device, computer equipment and storage medium Download PDFInfo
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Abstract
The application relates to a software development method, a software development device, a computer device and a storage medium. The method comprises the following steps: acquiring a first module from pre-established association information of a requirement category and a visualization module according to the requirement category of software development requirements; acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements; constructing a second module according to the recommendation tool; and building a software application according to the first module and the second module. By adopting the method, when software development is carried out, a proper visualization module can be recommended according to the current demand category, a proper visualization tool can be recommended according to the current demand category, a new module is built by using the recommended visualization tools, and finally the recommended visualization module and the new module are combined to build software application, so that the time for automatically inquiring and searching the software development module or the software development tool is saved, and the efficiency of low-code software development can be improved.
Description
Technical Field
The present application relates to the field of software development technologies, and in particular, to a software development method, an apparatus, a computer device, and a storage medium.
Background
In general, software development needs to rely on developers to write codes manually, so that the requirements on the capabilities of the developers are high, and the development efficiency is low, so that the software development is inconvenient. Especially, for large software, the requirement and other links except for development in the whole software development life cycle also need great workload, and the traditional mode is also low in efficiency. How to improve the development efficiency of software and ensure the quality of the software becomes a problem of common exploration in the industry, and the core competitiveness of innovation and development can be mastered by mastering a problem solving method.
The low-code platform is an application platform which is formed in recent years along with development of digital transformation and can realize quick application establishment through a small amount of codes or zero codes, and a possible development direction is provided for convenient development of software. The low-code software development method provided by the traditional low-code platform can help business personnel who do not know the code to develop the software, so that the software development process can realize low code and even zero code.
The traditional low-code platform has limited number of development modules, and when some slightly complex enterprise applications are built, proper development modules cannot be found frequently, so that the low-code software development efficiency is not high.
Disclosure of Invention
In view of the above, it is necessary to provide a software development method, an apparatus, a computer device, and a storage medium capable of improving the efficiency of low-code software development.
A method of software development, the method comprising:
acquiring a first module from pre-established association information of a requirement category and a visualization module according to the requirement category of software development requirements;
acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements;
constructing a second module according to the recommendation tool;
and building a software application according to the first module and the second module.
In one embodiment, before acquiring the first module from the pre-established association information between the requirement category and the visualization module according to the requirement category of the software development requirement, the method further includes:
acquiring a software development requirement, and confirming the software development requirement;
if the software development requirement is confirmed, a product requirement document is created according to the software development requirement;
acquiring developer information from pre-established association information of the requirement type and developers according to the requirement type of software development requirements;
and sending the product requirement document to a developer corresponding to the developer information according to the developer information so as to develop the software.
In one embodiment, the method for establishing the association information between the requirement category and the developer includes:
acquiring a plurality of demand categories and a plurality of developers according to historical development data;
acquiring the development times of each developer relative to each requirement category;
determining the weight of each developer relative to each requirement category according to the development times;
and taking the weight of each developer relative to each requirement category as the associated information of each requirement category and each developer.
In one embodiment, the establishment of the association information between the requirement category and the visualization module includes:
acquiring a plurality of demand categories and a visualization module corresponding to each demand category according to historical development data;
acquiring the use times of each visualization module relative to each requirement category;
determining the weight of each visualization module relative to each demand category according to the using times;
taking the weight of each visualization module relative to each demand category as the associated information of each demand category and each visualization module;
the establishment mode of the association information of the demand category and the visualization tool comprises the following steps:
acquiring a plurality of demand categories and a visualization tool corresponding to each demand category according to historical development data;
acquiring the use times of each visualization tool relative to each requirement category;
determining the weight of each visualization tool relative to each demand category according to the using times;
and taking the weight value of each visualization tool relative to each demand category as the associated information of each demand category and each visualization tool.
In one embodiment, according to a requirement category of software development requirements, acquiring a first module from pre-established association information between the requirement category and a visualization module, includes:
according to the requirement category of the software development requirement, acquiring the weight of each visualization module relative to the requirement category from the pre-established association information of the requirement category and the visualization module;
and determining the visualization module with the weight value larger than the first weight value threshold value as a first module.
In one embodiment, according to a requirement category of software development requirements, obtaining a recommendation tool from pre-established association information between the requirement category and a visualization tool includes:
according to the requirement category of the software development requirement, acquiring the weight of each visualization tool relative to the requirement category from the pre-established association information of the requirement category and the visualization tool;
and determining the visualization tool with the weight value larger than the second weight value threshold value as a recommendation tool.
In one embodiment, after building the software application according to the first module and the second module, the method further includes:
detecting whether the software application runs normally;
and if the software application runs normally, the second module is used as a new visualization module for storage.
A software development apparatus, the apparatus comprising:
the module recommendation module is used for acquiring a first module from the pre-established association information of the requirement category and the visualization module according to the requirement category of the software development requirement;
the tool recommendation module is used for acquiring a recommendation tool from the pre-established requirement category and the associated information of the visualization tool according to the requirement category of the software development requirement;
the module building module is used for building a second module according to the recommendation tool;
and the software building module is used for building software application according to the first module and the second module.
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 first module from pre-established association information of a requirement category and a visualization module according to the requirement category of software development requirements;
acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements;
constructing a second module according to the recommendation tool;
and building a software application according to the first module and the second module.
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 first module from pre-established association information of a requirement category and a visualization module according to the requirement category of software development requirements;
acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements;
constructing a second module according to the recommendation tool;
and building a software application according to the first module and the second module.
According to the software development method, the software development device, the computer equipment and the storage medium, the first module is obtained from the pre-established association information between the requirement type and the visualization module according to the requirement type of the software development requirement; acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements; constructing a second module according to the recommendation tool; and building a software application according to the first module and the second module. When software development is carried out, a proper visualization module can be recommended according to the current demand category, a proper visualization tool can be recommended according to the current demand category, then a new module is built by using the recommended visualization tools, and finally software application is built by combining the recommended visualization module and the new module.
Drawings
FIG. 1 is a schematic flow chart diagram illustrating a method for software development in one embodiment;
FIG. 2 is a schematic flow diagram illustrating software development on a low-code platform, according to an embodiment;
FIG. 3 is an exemplary diagram of building a second module according to a recommendation tool in one embodiment;
FIG. 4 is a block diagram showing the configuration of a software development apparatus according to one embodiment;
FIG. 5 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.
In an embodiment, as shown in fig. 1, a software development method is provided, and this embodiment is illustrated by applying the method to a terminal, and it is to be understood that the method may also be applied to a server, and may also be applied to a system including the terminal and the server, and is implemented by interaction between the terminal and the server. In this embodiment, the method includes the steps of:
The module refers to a service component in software development, is a self-contained, programmable, reusable and language-independent software unit, and can be easily used for assembling an application program. The visualization module refers to a service component for software development provided by the current software development platform.
Specifically, a plurality of requirement categories of software development requirements and a visualization module corresponding to each requirement category are obtained from historical development data, and therefore association information of the requirement categories and the visualization modules is constructed in advance. When software development is started, the software of which type and function are required to be developed is determined, and the requirement category of the software development requirement is determined. The demand category may be a major category, such as a business management category, a hospital management category, an educational management category, etc., or a minor category, such as a financial accounting category, a personnel management category, a business process category, etc. And then according to the requirement category of the current software development requirement, finding the visualization module with high correlation degree with the requirement category of the current software development requirement from the pre-established association information of the requirement category and the visualization module as a first module. The first module is a visualization module which can be directly recommended by a current software development platform according to software development requirements, can meet part of functions of the software development requirements, and can comprise a plurality of visualization modules.
And 104, acquiring a recommendation tool from the pre-established association information of the requirement category and the visualization tool according to the requirement category of the software development requirement.
The visualization tool is a development tool for modifying or adding functions of software, components or modules in a software development platform, and developers add, delete, arrange or combine the visualization tool through simple operations such as clicking, dragging and the like to realize low-code development of one software, component or module.
Specifically, a plurality of requirement categories of software development requirements and a visualization tool corresponding to each requirement category are obtained from historical development data, and therefore association information of the requirement categories and the visualization tools is constructed in advance. When software development is started, the software of which type and function are required to be developed is determined, and the requirement category of the software development requirement is determined. The demand category may be a major category, such as a business management category, a hospital management category, an educational management category, etc., or a minor category, such as a financial accounting category, a personnel management category, a business process category, etc. When a visualization module provided in the current software development platform cannot completely meet the software development requirement, according to the requirement category of the current software development requirement, a visualization tool with high correlation degree with the requirement category of the current software development requirement is found from the pre-established association information of the requirement category and the visualization tool and is used as a recommendation tool. The recommendation tool can comprise a plurality of visualization tools, tool association information is arranged among the visualization tools, and when a developer selects to acquire a visualization tool recommended by a current software development platform, the current software development platform automatically recommends a next visualization tool or multiple visualization tools according to the tool association information.
And 106, constructing a second module according to the recommendation tool.
Specifically, a proper visualization tool is selected from the plurality of recommendation tools, the visualization tools can be added, deleted, arranged or combined through simple operations such as clicking and dragging to build the second module, the visualization tools can be used for transforming the existing visualization modules of the current software development platform to build the second module, and the function realized by the second module can meet the current software development requirement. A visualization module can be built through a plurality of visualization tools.
And step 108, building a software application according to the first module and the second module.
Specifically, a part of visualization modules with module functions meeting the current software development requirements are selected from the first module, then the part of visualization modules and the second module are integrated, the operation relation among the modules is established, and the software application is built.
In the software development method, a first module is obtained from the pre-established association information between the requirement category and the visual module according to the requirement category of the software development requirement; acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements; constructing a second module according to the recommendation tool; and building a software application according to the first module and the second module. When software development is carried out, a proper visualization module can be recommended according to the current demand category, a proper visualization tool can be recommended according to the current demand category, then a new module is built by using the recommended visualization tools, and finally software application is built by combining the recommended visualization module and the new module.
In one embodiment, before the obtaining the first module from the pre-established association information between the requirement category and the visualization module according to the requirement category of the software development requirement, the method further includes: acquiring a software development requirement, and confirming the software development requirement; if the software development requirement is confirmed, a product requirement document is created according to the software development requirement; acquiring developer information from pre-established association information of the requirement type and developers according to the requirement type of software development requirements; and sending the product requirement document to a developer corresponding to the developer information according to the developer information so as to develop the software.
Specifically, firstly, software development requirements are obtained from a product requirement pool according to the type, the function and the like of software to be developed, and then software development requirements are confirmed in a software development platform by a project principal of software development. After the software development requirements are validated, a Product Requirements Document (PRD) is created. The project principal creates a project development team in a software development platform, developers need to be determined in the process of creating the project development team, the software development platform automatically recommends a plurality of pieces of developer information from pre-established requirement categories and associated information of the developers according to the requirement categories of current software development requirements, the project principal selects proper developers according to the recommended developer information, and then sends created Product Requirement Documents (PRD) to the selected developers, so that software development is started.
The demand pool refers to a table or other forms of files for collecting a large number of product demands; the product demand document (PRD) is the most important document for a product project to enter the drawing stage from the conceptualization stage. The description of the product requirement comprises the strategy and tactics of the product, wherein the strategy is as follows: product location, target market, target user, competitor, etc.; tactics refer to the structure, core business process, specific use case description, function & content description, etc. of a product. The main subjects of PRD use are: development, testing, project manager, interaction designer, operations, and other business personnel. Developing logic that can learn the entire product from the PRD; the test may be based on a PRD build case; the project manager can split the work package according to the PRD and distribute developers; the interaction designer may design the interaction details by PRD. The PRD is the most important document that must be determined by review before the software development project is started.
In one embodiment, the method for establishing the association information between the requirement category and the developer includes: acquiring a plurality of demand categories and a plurality of developers according to historical development data; acquiring the development times of each developer relative to each requirement category; determining the weight of each developer relative to each requirement category according to the development times; and taking the weight of each developer relative to each requirement category as the associated information of each requirement category and each developer.
Specifically, the historical development data may be software development data of one software development platform, or may also be software development data of one or more developers, where the historical development data includes a plurality of requirement categories, a plurality of developers, and a correspondence between the requirement categories and the developers, and the correspondence between the requirement categories and the developers is used to characterize the development times of each developer when software development of each requirement category is performed. And acquiring the development times of each developer when software development of each requirement type is carried out from the historical development data. In developers corresponding to a requirement category, the more the developers develop, the greater the weight of the developers, that is, the greater the weight of the developers relative to a requirement category, the more the developers develop software of the requirement category, and the higher the correlation degree between the developers and the requirement category. And one weight value is used for representing the development frequency relation between one developer and one requirement category, and determining the weight value of each developer relative to each requirement category as the associated information of each requirement category and each developer.
In one embodiment, the establishment of the association information between the requirement category and the visualization module includes: acquiring a plurality of demand categories and a visualization module corresponding to each demand category according to historical development data; acquiring the use times of each visualization module relative to each requirement category; determining the weight of each visualization module relative to each demand category according to the using times; taking the weight of each visualization module relative to each demand category as the associated information of each demand category and each visualization module;
the establishment mode of the association information of the demand category and the visualization tool comprises the following steps: acquiring a plurality of demand categories and a visualization tool corresponding to each demand category according to historical development data; acquiring the use times of each visualization tool relative to each requirement category; determining the weight of each visualization tool relative to each demand category according to the using times; and taking the weight value of each visualization tool relative to each demand category as the associated information of each demand category and each visualization tool.
Specifically, the historical development data may be software development data of one software development platform, or may also be software development data of one or more visualization modules, the historical development data includes a plurality of requirement categories, a plurality of visualization modules, and a correspondence between the requirement categories and the visualization modules, and the correspondence between the requirement categories and the visualization modules is used to characterize the number of times of use of each visualization module when software development of each requirement category is performed. And acquiring the use times of each visualization module when software development of each requirement category is carried out from historical development data. In the visualization module corresponding to a requirement category, the more the weight of the visualization module is used, that is, the more the weight of the visualization module relative to a requirement category is, it indicates that the more the number of times the visualization module is used in software development of the requirement category is, the higher the correlation degree between the visualization module and the requirement category is. And one weight value is used for representing the use frequency relation between one visualization module and one requirement category, and the weight value of each visualization module relative to each requirement category is determined and used as the associated information of each requirement category and each visualization module.
Furthermore, the historical development data may be software development data of a software development platform, or may also be software development data of one or more visualization tools, the historical development data includes a plurality of requirement categories, a plurality of visualization tools, and a correspondence between the requirement categories and the visualization tools, and the correspondence between the requirement categories and the visualization tools is used to characterize the number of times of use of each visualization tool when software development of each requirement category is performed. And acquiring the use times of each visualization tool when software development of each requirement category is carried out from the historical development data. In the visualization tool corresponding to a requirement category, the more the visualization tool is used, the larger the weight of the visualization tool is, that is, the more the weight of the visualization tool is relative to a requirement category, it indicates that the more the visualization tool is used in software development of the requirement category, and the higher the correlation degree between the visualization tool and the requirement category is. And one weight value is used for representing the use frequency relation between one visualization tool and one demand category, and the weight value of each visualization tool relative to each demand category is determined and used as the associated information of each demand category and each visualization tool.
In one embodiment, according to the requirement category of the software development requirement, obtaining a first module from the pre-established association information between the requirement category and the visualization module includes: according to the requirement category of the software development requirement, acquiring the weight of each visualization module relative to the requirement category from the pre-established association information of the requirement category and the visualization module; and determining the visualization module with the weight value larger than the first weight value threshold value as a first module.
Specifically, according to the requirement category of the current software development requirement, a weight of each visualization module relative to the current requirement category is obtained from pre-established association information of the requirement category and the visualization module, if the weight of one visualization module relative to the current requirement category is greater than a first weight threshold, the correlation degree of the visualization module and the requirement category of the current software development requirement is considered to be high, and the visualization module is obtained as a first module. The first module may include a plurality of visualization modules.
In the embodiment, the weight of each visualization module relative to the requirement category is obtained from the pre-established association information of the requirement category and the visualization module according to the requirement category of the software development requirement; and determining the visualization module with the weight value larger than the first weight value threshold value as a first module. The method can recommend the visual module according to the requirement category of the software development requirement, then use the recommended visual module to develop the software, does not need to spend time searching for the module, and can improve the efficiency of low-code software development.
In one embodiment, according to the requirement category of the software development requirement, obtaining a recommendation tool from the pre-established association information between the requirement category and the visualization tool includes: according to the requirement category of the software development requirement, acquiring the weight of each visualization tool relative to the requirement category from the pre-established association information of the requirement category and the visualization tool; and determining the visualization tool with the weight value larger than the second weight value threshold value as a recommendation tool.
Specifically, according to the requirement category of the current software development requirement, a weight of each visualization tool relative to the current requirement category is obtained from pre-established association information of the requirement category and the visualization tools, if the weight of one visualization tool relative to the current requirement category is greater than a second weight threshold, the correlation degree of the visualization tool and the requirement category of the current software development requirement is considered to be high, and the visualization tool is obtained to serve as a recommendation tool. The recommendation tool may include a plurality of visualization tools.
In the embodiment, the weight of each visualization tool relative to the requirement category is obtained from the pre-established association information of the requirement category and the visualization tool according to the requirement category of the software development requirement; and determining the visualization tool with the weight value larger than the second weight value threshold value as a recommendation tool. The method can recommend the visualization tool according to the requirement category of the software development requirement, then use the recommended visualization tool to develop or reform the module, does not need to rewrite the code, and can improve the efficiency of low-code software development.
In one embodiment, after building the software application according to the first module and the second module, the method further includes: detecting whether the software application runs normally; and if the software application runs normally, the second module is used as a new visualization module for storage.
Specifically, after the software application is built, if the software application runs normally, the second module is stored as a new visualization module and can be stored in a software development platform or a component library, so that the second module can be conveniently used in the next software development.
In the embodiment, whether the software application runs normally is detected; and if the software application runs normally, the second module is used as a new visualization module for storage. The number of the visual modules can be expanded, the visual modules with different granularities can be expanded, the software development requirements with different fineness can be met, and the low-code software development efficiency is improved.
In an embodiment, as shown in fig. 2, a software development method, for example, applied to a crowd-sourcing low-code platform integrated with an auxiliary recommendation tool, specifically includes:
firstly, acquiring a software development requirement from a product requirement pool to develop business management software, and then determining the requirement type of the software development requirement as business management. And (4) logging in the platform by a project principal, inputting software development requirements on the platform, and then starting to create a project development team. The project principal specifies a project manager, the auxiliary recommendation tool of the platform recommends personnel information such as developers, demanders and testers according to the input software development requirements, and the project principal selects proper personnel from the recommended personnel to build a project development team.
Further, after the project development team is built, project team members confirm the current software development requirement to develop business opportunity management software, create PRD, demand personnel are responsible for analyzing, iterating and updating the PRD, and then send the latest PRD to the development personnel.
Further, a developer creates a new software development project in the platform, fills in the name (business opportunity management software), the requirement type (business opportunity management) and the like of the software development project, an auxiliary recommendation tool of the platform recommends a plurality of visualization modules related to business opportunity management according to historical development data stored by the platform, such as a business data module, a project management module, a contract management module, an administrative management module, a human resource management module and the like, and the developer selects the business data module, the project management module and the contract management module to download according to part of functional requirements of products in the PRD. If the contract management module cannot completely meet the current software development requirement, the auxiliary recommendation tool of the platform also recommends a plurality of visualization tools related to business opportunity management or contract management, such as form design tools, process editing tools, interface design tools, trigger setting tools and the like, developers click and drag the visualization tools on the platform to build a new module or modify the original visualization module. For example, as shown in FIG. 3, the developer selects a "drop down menu" visualization tool from "form elements" to add a drop down menu function to the contract management module. When the visualization tool provided by the platform can not meet the software development requirements by modifying the visualization module and constructing a new visualization module, the bottom layer code of the contract management module can be modified, or other contract management modules can be obtained through api recommendation. Developers integrate the business data module, the project management module and the reformed contract management module, establish the operation relation of the modules on a platform and build business opportunity management software.
Finally, the tester tests the operation of the business opportunity management software, if the business opportunity management software can normally operate, the modified contract management module is stored in the platform as a new visualization module, and when software is developed next time, the auxiliary recommendation tool of the platform can recommend the new visualization module according to the software development requirement of the next software development.
It should be understood that although the various steps in the flow charts of fig. 1-2 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. 1-2 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. 4, there is provided a software development apparatus 400 comprising: a module recommending module 401, a tool recommending module 402, a module building module 403 and a software building module 404, wherein:
the module recommending module 401 is configured to obtain a first module from pre-established association information between a requirement category and a visualization module according to the requirement category of the software development requirement;
a tool recommendation module 402, configured to obtain a recommendation tool from the pre-established requirement category and associated information of the visualization tool according to the requirement category of the software development requirement;
a module building module 403, configured to build a second module according to the recommendation tool;
and a software building module 404 for building a software application according to the first module and the second module.
In one embodiment, the apparatus further comprises:
the personnel recommendation module is used for acquiring software development requirements and confirming the software development requirements; if the software development requirement is confirmed, a product requirement document is created according to the software development requirement; acquiring developer information from pre-established association information of the requirement type and developers according to the requirement type of software development requirements; and sending the product requirement document to a developer corresponding to the developer information according to the developer information so as to develop the software.
In one embodiment, the personnel recommendation module is further configured to obtain a plurality of requirement categories and a plurality of developers according to historical development data; acquiring the development times of each developer relative to each requirement category; determining the weight of each developer relative to each requirement category according to the development times; and taking the weight of each developer relative to each requirement category as the associated information of each requirement category and each developer.
In one embodiment, the module recommending module 401 is further configured to obtain a plurality of requirement categories and a visualization module corresponding to each requirement category according to historical development data; acquiring the use times of each visualization module relative to each requirement category; determining the weight of each visualization module relative to each demand category according to the using times; taking the weight of each visualization module relative to each demand category as the associated information of each demand category and each visualization module;
the tool recommendation module 402 is further configured to obtain a plurality of requirement categories and a visualization tool corresponding to each requirement category according to the historical development data; acquiring the use times of each visualization tool relative to each requirement category; determining the weight of each visualization tool relative to each demand category according to the using times; and taking the weight value of each visualization tool relative to each demand category as the associated information of each demand category and each visualization tool.
In one embodiment, the module recommending module 401 is further configured to obtain, according to the requirement category of the software development requirement, a weight of each visualization module relative to the requirement category from the pre-established association information between the requirement category and the visualization module; and determining the visualization module with the weight value larger than the first weight value threshold value as a first module.
In one embodiment, the tool recommendation module 402 is further configured to obtain, according to the requirement category of the software development requirement, a weight of each visualization tool with respect to the requirement category from pre-established association information between the requirement category and the visualization tool; and determining the visualization tool with the weight value larger than the second weight value threshold value as a recommendation tool.
In one embodiment, the software building module 404 is further configured to detect whether the software application is operating normally; and if the software application runs normally, the second module is used as a new visualization module for storage.
For specific limitations of the software development apparatus, reference may be made to the above limitations of the software development method, which will not be described herein again. The respective modules in the software development device described above may be implemented in whole or in part 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 terminal, and its internal structure diagram may be as shown in fig. 5. The computer device includes a processor, a memory, a communication interface, a display screen, and an input device 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 and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The communication interface of the computer device is used for carrying out wired or wireless communication with an external terminal, and the wireless communication can be realized through WIFI, an operator network, NFC (near field communication) or other technologies. The computer program is executed by a processor to implement a software development method. The display screen of the computer equipment can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, a key, a track ball or a touch pad arranged on the shell of the computer equipment, an external keyboard, a touch pad or a mouse and the like.
Those skilled in the art will appreciate that the architecture shown in fig. 5 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 first module from pre-established association information of a requirement category and a visualization module according to the requirement category of software development requirements;
acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements;
constructing a second module according to the recommendation tool;
and building a software application according to the first module and the second module.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
acquiring a software development requirement, and confirming the software development requirement;
if the software development requirement is confirmed, a product requirement document is created according to the software development requirement;
acquiring developer information from pre-established association information of the requirement type and developers according to the requirement type of software development requirements;
and sending the product requirement document to a developer corresponding to the developer information according to the developer information so as to develop the software.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
acquiring a plurality of demand categories and a plurality of developers according to historical development data;
acquiring the development times of each developer relative to each requirement category;
determining the weight of each developer relative to each requirement category according to the development times;
and taking the weight of each developer relative to each requirement category as the associated information of each requirement category and each developer.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
acquiring a plurality of demand categories and a visualization module corresponding to each demand category according to historical development data;
acquiring the use times of each visualization module relative to each requirement category;
determining the weight of each visualization module relative to each demand category according to the using times;
taking the weight of each visualization module relative to each demand category as the associated information of each demand category and each visualization module;
the establishment mode of the association information of the demand category and the visualization tool comprises the following steps:
acquiring a plurality of demand categories and a visualization tool corresponding to each demand category according to historical development data;
acquiring the use times of each visualization tool relative to each requirement category;
determining the weight of each visualization tool relative to each demand category according to the using times;
and taking the weight value of each visualization tool relative to each demand category as the associated information of each demand category and each visualization tool.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
according to the requirement category of the software development requirement, acquiring the weight of each visualization module relative to the requirement category from the pre-established association information of the requirement category and the visualization module;
and determining the visualization module with the weight value larger than the first weight value threshold value as a first module.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
according to the requirement category of the software development requirement, acquiring the weight of each visualization tool relative to the requirement category from the pre-established association information of the requirement category and the visualization tool;
and determining the visualization tool with the weight value larger than the second weight value threshold value as a recommendation tool.
In one embodiment, the processor, when executing the computer program, further performs the steps of:
detecting whether the software application runs normally;
and if the software application runs normally, the second module is used as a new visualization module for storage.
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 first module from pre-established association information of a requirement category and a visualization module according to the requirement category of software development requirements;
acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements;
constructing a second module according to the recommendation tool;
and building a software application according to the first module and the second module.
In one embodiment, the computer program when executed by the processor further performs the steps of:
acquiring a software development requirement, and confirming the software development requirement;
if the software development requirement is confirmed, a product requirement document is created according to the software development requirement;
acquiring developer information from pre-established association information of the requirement type and developers according to the requirement type of software development requirements;
and sending the product requirement document to a developer corresponding to the developer information according to the developer information so as to develop the software.
In one embodiment, the computer program when executed by the processor further performs the steps of:
acquiring a plurality of demand categories and a plurality of developers according to historical development data;
acquiring the development times of each developer relative to each requirement category;
determining the weight of each developer relative to each requirement category according to the development times;
and taking the weight of each developer relative to each requirement category as the associated information of each requirement category and each developer.
In one embodiment, the computer program when executed by the processor further performs the steps of:
acquiring a plurality of demand categories and a visualization module corresponding to each demand category according to historical development data;
acquiring the use times of each visualization module relative to each requirement category;
determining the weight of each visualization module relative to each demand category according to the using times;
taking the weight of each visualization module relative to each demand category as the associated information of each demand category and each visualization module;
the establishment mode of the association information of the demand category and the visualization tool comprises the following steps:
acquiring a plurality of demand categories and a visualization tool corresponding to each demand category according to historical development data;
acquiring the use times of each visualization tool relative to each requirement category;
determining the weight of each visualization tool relative to each demand category according to the using times;
and taking the weight value of each visualization tool relative to each demand category as the associated information of each demand category and each visualization tool.
In one embodiment, the computer program when executed by the processor further performs the steps of:
according to the requirement category of the software development requirement, acquiring the weight of each visualization module relative to the requirement category from the pre-established association information of the requirement category and the visualization module;
and determining the visualization module with the weight value larger than the first weight value threshold value as a first module.
In one embodiment, the computer program when executed by the processor further performs the steps of:
according to the requirement category of the software development requirement, acquiring the weight of each visualization tool relative to the requirement category from the pre-established association information of the requirement category and the visualization tool;
and determining the visualization tool with the weight value larger than the second weight value threshold value as a recommendation tool.
In one embodiment, the computer program when executed by the processor further performs the steps of:
detecting whether the software application runs normally;
and if the software application runs normally, the second module is used as a new visualization module for storage.
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 of software development, the method comprising:
acquiring a first module from pre-established association information of a requirement category and a visualization module according to the requirement category of software development requirements; the establishment mode of the association information of the demand category and the visualization module comprises the following steps: acquiring a plurality of demand categories and a visualization module corresponding to each demand category according to historical development data; acquiring the use times of each visualization module relative to each requirement category; determining the weight of each visualization module relative to each demand category according to the using times; taking the weight of each visualization module relative to each demand category as the associated information of each demand category and each visualization module;
acquiring a recommendation tool from pre-established association information of a requirement category and a visualization tool according to the requirement category of software development requirements; the establishment mode of the association information of the demand category and the visualization tool comprises the following steps: acquiring a plurality of demand categories and a visualization tool corresponding to each demand category according to historical development data; acquiring the use times of each visualization tool relative to each requirement category; determining the weight of each visualization tool relative to each demand category according to the using times; taking the weight of each visualization tool relative to each demand category as the associated information of each demand category and each visualization tool;
constructing a second module according to the recommendation tool;
and building a software application according to the first module and the second module.
2. The method according to claim 1, wherein before acquiring the first module from the pre-established association information between the requirement category and the visualization module according to the requirement category of the software development requirement, the method further comprises:
acquiring a software development requirement, and confirming the software development requirement;
if the software development requirement is confirmed, a product requirement document is created according to the software development requirement;
acquiring developer information from pre-established association information of the requirement type and developers according to the requirement type of the software development requirement;
and sending the product requirement document to a developer corresponding to the developer information according to the developer information so as to develop software.
3. The method according to claim 2, wherein the establishment of the association information between the requirement category and the developer comprises:
acquiring a plurality of demand categories and a plurality of developers according to historical development data;
acquiring the development times of each developer relative to each requirement category;
determining the weight of each developer relative to each requirement category according to the development times;
and taking the weight of each developer relative to each requirement category as the associated information of each requirement category and each developer.
4. The method according to claim 1, wherein the obtaining the first module from the pre-established association information between the requirement category and the visualization module according to the requirement category of the software development requirement comprises:
according to the requirement category of the software development requirement, acquiring the weight of each visualization module relative to the requirement category from the pre-established association information of the requirement category and the visualization module;
and determining the visualization module with the weight value larger than the first weight value threshold value as the first module.
5. The method according to claim 1, wherein the obtaining of the recommendation tool from the pre-established association information between the requirement category and the visualization tool according to the requirement category of the software development requirement comprises:
according to the requirement category of the software development requirement, acquiring the weight of each visualization tool relative to the requirement category from the pre-established association information of the requirement category and the visualization tool;
and determining the visualization tool with the weight value larger than the second weight value threshold value as the recommendation tool.
6. The method according to claim 1, wherein after building a software application according to the first module and the second module, further comprising:
detecting whether the software application runs normally;
and if the software application runs normally, the second module is used as a new visualization module for storage.
7. A software development apparatus, characterized in that the apparatus comprises:
the module recommendation module is used for acquiring a first module from the pre-established association information of the requirement category and the visualization module according to the requirement category of the software development requirement; the establishment mode of the association information of the demand category and the visualization module comprises the following steps: acquiring a plurality of demand categories and a visualization module corresponding to each demand category according to historical development data; acquiring the use times of each visualization module relative to each requirement category; determining the weight of each visualization module relative to each demand category according to the using times; taking the weight of each visualization module relative to each demand category as the associated information of each demand category and each visualization module;
the tool recommendation module is used for acquiring a recommendation tool from the pre-established requirement category and the associated information of the visualization tool according to the requirement category of the software development requirement; the establishment mode of the association information of the demand category and the visualization tool comprises the following steps: acquiring a plurality of demand categories and a visualization tool corresponding to each demand category according to historical development data; acquiring the use times of each visualization tool relative to each requirement category; determining the weight of each visualization tool relative to each demand category according to the using times; taking the weight of each visualization tool relative to each demand category as the associated information of each demand category and each visualization tool;
the module building module is used for building a second module according to the recommendation tool;
and the software building module is used for building software application according to the first module and the second module.
8. The device of claim 7, wherein the module building module is further configured to detect whether the software application is running normally; and if the software application runs normally, the second module is used as a new visualization module for storage.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor, when executing the computer program, implements the steps of the method of any of claims 1 to 6.
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 6.
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