CN114625406A - Application development control method, computer equipment and storage medium - Google Patents

Abstract

The invention relates to an application development management and control method, computer equipment and a storage medium, wherein the method comprises the following steps: collecting development data in an application development management related system in the application development process; extracting a requirement document and a development design document of application development based on the development data; extracting a first abstract of the demand document according to the demand document, and extracting a second abstract of the development document according to the development document; respectively inputting the first abstract and the second abstract into a pre-configured twin network model to obtain a first vector of the first abstract and a second vector of the second abstract; and comparing the similarity of the first vector and the second vector to obtain the evaluation score of the similarity of the requirement document and the development design document. The method can improve the application development quality and help developers to develop programs.

Description

Application development control method, computer equipment, storage medium

technical field

The present invention relates to the technical field of computer vision, in particular to an application development management and control method, a computer device and a storage medium.

Background technique

With the development of various computer terminals, a variety of application software (software for short) has been developed in order to meet various needs, and with the continuous change of needs, the existing software will be continuously improved and maintained. . In the process of application development, different types of business work are isolated from each other. Therefore, each management tool publishes index calculation results on the terminal of each management tool according to different stages of the software life cycle. In the process of product development, there is a disconnect between the links between the various links, which makes the communication between upstream and downstream insufficient and inflexible. In addition, there is a lack of corresponding control indicators to check the validity of the requirements, the specification of the development and design documents, the coverage of the requirements, and the consistency of the released code with the plan. In practical applications, how to supervise the application development process becomes a means to improve the efficiency of application development, so it is necessary to provide a solution that can achieve more effective supervision for application development.

SUMMARY OF THE INVENTION

Based on this, it is necessary to provide an application development management and control method, an application development management and control method, a computer device and a storage medium for the above problems.

A first aspect of the present application provides an application development management and control method, which tests and scores preset management and control items in the application development process, where the preset management and control items at least include similarity between requirements documents and development design documents, and the application Develop control methods, including:

collecting development data in the application development management related system in the application development process;

Based on the development data, extract the requirements document and development design document for application development;

extracting a first abstract of the requirements document according to the requirements document, and extracting a second abstract of the development document according to the development document;

Inputting the first abstract and the second abstract into a preconfigured twin network model, respectively, to obtain a first vector of the first abstract and a second vector of the second abstract;

The similarity between the first vector and the second vector is compared to obtain an evaluation score of the similarity between the requirement document and the development and design document.

In some embodiments, extracting the first abstract of the requirements document according to the requirements document, and extracting the second abstract of the development document according to the development document, includes:

Perform text feature extraction on the requirement document and the development and design document respectively to obtain the first text feature of the requirement document and the second text feature of the development and design document;

Inputting the first text feature and the second text feature into the odd-even sentence encoding layer respectively, identifying whether the number of words in the first text feature and the second text feature is an odd or even number, and performing the execution on the odd-numbered and even-numbered sentences separate coding;

The decoder extracted from the transformer model solution is used for coding, and the abstract of the first text feature and the abstract of the second text feature are extracted.

In some embodiments, comparing the similarity between the first vector and the second vector to obtain an evaluation score of the similarity between the requirement document and the development design document, including:

calculating the cosine similarity between the first vector and the second vector;

According to the cosine similarity, an evaluation score of the similarity between the requirement document and the development design document is obtained.

In some embodiments, the preset management and control items include: requirement validity; the application development management and control method further includes:

Extract the access log after the application goes online based on the development data, where the access log includes the access volume of the menu and interface of the application;

Based on the number of visits of the menu and the interface, an evaluation score of demand effectiveness is determined.

In some embodiments, the determining an evaluation score of demand effectiveness based on the amount of visits to the menu and the interface includes:

According to the quantification conversion methods corresponding to different development data, the quantified value of the development data is generated;

According to the sum of the products of the quantified values of different development data and the corresponding weight ratios, the index measurement is performed on the measured object.

In some embodiments, the preset control items include: the gap between the released version code and the planned version code; the application development control method further includes:

Obtain the task list of the planned version code and the task list of the development version code, where the task list includes multiple tasks and the unique ID corresponding to each task;

The IDs on the task list of the planned version code and the task list of the development version code are matched one by one, and the gap between the development version code and the planned version code is determined according to the matching result.

In some embodiments, after obtaining the evaluation score of the control item of the similarity between the requirement document and the development design document, the application development control method further includes:

Determine whether the evaluation score of each preset management and control item reaches the preset required value;

Based on the evaluation score of each preset management and control item, obtain the development test score of the application development;

Visually display the evaluation score of each preset management and control item and the development test score of the application development.

A second aspect of the present application provides a computer device for testing and scoring preset management and control items in an application development process, where the preset management and control items at least include similarity between requirements documents and development design documents, and the application development management and control device, including:

a data collection unit, used for collecting development data in the application development management related system in the application development process;

a target data extraction unit, used for extracting demand documents and development design documents for application development based on the development data;

a first computing unit, configured to extract a first abstract of the requirement document according to the requirement document, and extract a second abstract of the development document according to the development document;

a second computing unit, configured to respectively input the first abstract and the second abstract into a preconfigured twin network model, to obtain a first vector of the first abstract and a second vector of the second abstract;

A result output unit, configured to compare the similarity between the first vector and the second vector to obtain an evaluation score of the similarity between the requirement document and the development and design document.

A third aspect of the present application provides a computer device, including a memory and a processor, wherein the memory stores computer-readable instructions, and when the computer-readable instructions are executed by the processor, the processor causes the processor to execute the following: The steps of the above application development management and control method.

A fourth aspect of the present application provides a storage medium storing computer-readable instructions. When the computer-readable instructions are executed by one or more processors, the one or more processors can execute the above-mentioned application development management and control method. step.

The above application development management and control method, application development management and control method, computer equipment and storage medium, firstly collect development data in application development management related systems in different management and control projects; then, based on the collected development data and pre-built scoring rules, calculate The evaluation score of each management and control project developed by the application; and then determine whether the evaluation score of each management and control project reaches the preset required value. Develop improvement methods; finally, based on the evaluation scores of each control item, the test score of each control item is obtained. Therefore, this application is convenient for managers to see the overall status and specific problem items, to facilitate tracking and follow-up of subsequent improvements, to form a closed-loop assessment of the effectiveness of requirements, to drive business parties to reasonably propose requirements, and to pre-evaluate after going online. It can control the content of the code release to be consistent with the plan to prevent the release scope from getting out of control, resulting in low quality and failure to go online; it can intelligently and automatically check the coverage of development design documents and requirements. Improve inspection efficiency, standardize the writing of development and design documents, and ensure design quality from the process.

Description of drawings

Fig. 1 is a kind of flow chart of application development management and control method in one embodiment;

2 is a block diagram of an application development management and control device in one embodiment;

FIG. 3 is a block diagram of the internal structure of a computer device in one embodiment.

Detailed ways

In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

It will be understood that the terms "first", "second", etc. used in this application may be used herein to describe various elements, but these elements are not limited by these terms. These terms are only used to distinguish a first element from another element. For example, without departing from the scope of this application, the training script for the first image classification model may be referred to as the training script for the second image classification model, and similarly, the training script for the second image classification model may be referred to as the training script for the second image classification model. Called the training script for the second image classification model.

As shown in FIGS. 1 to 2 , in one embodiment, an application development management and control method is proposed, which tests and scores preset management and control items in the application development process, and the preset management and control items at least include requirement documents and development designs. Document similarity, application development control methods, including:

Step 1011, collecting development data in the application development management related system in the application development process;

Among them, during the application development process, the management and control platform obtains development data from the development management platform and the online management platform in real time, and at the same time obtains the online version code commit record after the application is online.

Development management platform, where the development management platform is a tool for application development, and the entire life cycle of application (project) development is completed on the platform. development tasks), test cases, and requirement tasks, which are used to receive the input of the user's requirement document. Specifically, the requirement document is the document of the development plan written by the developer before the project is developed. The requirement document includes: a description of the project, Project members, project development environment and functional requirements analysis, etc. The requirements document shows the goal of functional realization, which contains multiple functional requirements. The development task is used to receive the user's development and design documents. A project requirement module may correspond to several development and design documents. The development and design documents are the function settings, design ideas, and project development techniques for project development written by the project developers. Documentation and development design documentation are the primary reference standards for generating test scenarios. A test case, in software engineering, is a set of conditions or variables that a tester uses to determine whether an application software or software system is working correctly. The method of determining whether a software program or system passes a test is called a test criterion. That is, after the application development is completed, the application needs to be tested before the application is launched. Test case (Test Case) is a scientific organization of the behavior of software testing as a test case, the purpose is to transform the behavior of software testing into a manageable mode; at the same time, test case is also one of the methods to quantify the test. , Different categories of software, test cases are different. The test plan includes: test plan, personnel arrangement, test document preparation, test pass criteria and test risk identification.

Online management platform, where the online management platform is a tool for operating applications on the platform, so as to evaluate and test various functions after the application is online. The data that this platform can generate includes but is not limited to demand backup, demand assessment report, code Scan Report, Architecture Review Report, Test Report, Security Report.

Both the development management platform and the online management platform above are the original platforms, and no further processing is required. In this application, the collection method of development data is: if the development management platform and/or the online management platform have API interfaces or other interfaces, Then configure the corresponding interface parameters on the management and control platform to collect data through the interface. If the development management platform and/or the online management platform have no interface, data collection is performed by directly reading the database (reading the database).

Step 1012, extracting requirements documents and development design documents for application development based on the development data;

Among them, the project requirement document is the document of the development plan written by the developer before the project is developed. The project requirement document includes: description of the project, project members, project development environment and functional requirement analysis, etc. The project requirement document shows the functional realization target, which contains multiple functional requirements. The development design document is the function setting, design ideas and project development technology of the project development written by the project developer. The project requirement document and the development design document are the main reference standards for generating the test scheme.

Step 1013, extracting the first abstract of the requirement document according to the requirement document, and extracting the second abstract of the development document according to the development document;

Among them, in this step, semantic analysis and understanding of the development design document can be performed based on artificial intelligence natural language processing technology.

In some embodiments, the above step 1013 may include:

Step 1013a, respectively perform text feature extraction on the requirement document and the development design document, to obtain the first text feature of the requirement document and the second text feature of the development design document;

Step 1013b, the first text feature and the second text feature are respectively input into the odd-even sentence coding layer, identify whether the number of words in the first text feature and the second text feature is an odd or even number, and perform separate encoding to the odd-numbered sentence and the even-numbered sentence;

Among them, the main purpose of the odd-even sentence encoding layer is to identify whether the number of words in a sentence is odd or even, so as to perform separate encoding for odd and even sentences. Among them, the parity sentence coding layer includes a stuttering word segmentation program, which uses the stuttering word segmentation program to split the sentence to obtain multiple groups of words, and traverse the number of the multiple groups of words, so as to complete the identification of the number of words in the sentence.

Step 1013c: Use the decoder extracted from the transformer model solution to perform coding, and extract the abstract of the first text feature and the abstract of the second text feature.

Bert (Bidirectional Encoder Representations from Transformers) is a pre-trained model, Bert's new language representation model, which represents Transformer's bidirectional encoder representation. Unlike other recent language representation models, Bert aims to pre-train deep bidirectional representations by jointly conditioning the context in all layers.

The decoder extracted from the transformer model is used for coding, and the abstract of the development design document is extracted; among them, the transformer model is an open source natural language processing model, including a decoder, which receives the transformer model from the database, and extracts the decoding device. : Put the encoder first and the decoder last to extract a summary of the development design document.

Step 1014, respectively input the first abstract and the second abstract into the pre-configured twin network model to obtain the first vector of the first abstract and the second vector of the second abstract;

Among them, the preprocessing of the requirement document is mainly to convert the document into plain text, retain chapter titles and paragraph information, and extract specific chapters. Software requirements documents are compiled according to specific templates, and each chapter is a description of specific content. For example, taking the software requirement of a screen in the avionics system as an example, the software requirement is a document in word form. After the text is extracted through preprocessing, the content description of the following chapters is obtained: function description; main page display; press under the main page "Map" key to enter the digital map navigation page; on the digital map navigation page, the heading display range is -180.0 to 179.9.

Among them, the first abstract and the second abstract are respectively input into the vector representation model (such as a twin network model composed of two parallel BERT models) to obtain vector representation information, and then according to the relationship between the vector representation information of the first abstract and the second abstract The cosine similarity determines the similarity between the requirements item title of the requirements document and the summary of the development design document.

It can be understood that the Siamese neural network, also known as the twin neural network, is a coupling framework established based on two artificial neural networks. Siamese neural network takes two samples as input and outputs its representation embedded in a high-dimensional space to compare how similar the two samples are. The narrow Siamese neural network is composed of two neural networks with the same structure and shared weights. A generalized siamese neural network, or "pseudo-siamesenetwork", can be formed by splicing any two neural networks. Siamese neural networks usually have a deep structure and can be composed of convolutional neural networks, recurrent neural networks, etc. Under the supervised learning paradigm, Siamese neural networks maximize representations for different labels and minimize representations for the same label. Under the self-supervised or unsupervised learning paradigm, Siamese neural networks can minimize the representation between the original input and the interfering input (such as the original image and a crop of that image). Siamese neural network can perform one-shot learning and is not easily disturbed by wrong samples.

Step 1015: Compare the similarity between the first vector and the second vector to obtain an evaluation score of the similarity between the requirement document and the development design document.

It can be understood that the similarity between the requirements document and the development design document is the step of calculating the coverage ratio of the development design document to the requirements document. Here, the coverage ratio of the development design document to the requirements document refers to how many tasks of the requirements document are included Each task has a corresponding development design document, that is, the proportion of the planned tasks to be implemented.

In some embodiments, the above step 1015 may include:

Step 1015a, calculating the cosine similarity between the first vector and the second vector;

Step 1015b: Obtain an evaluation score of the similarity between the requirement document and the development design document according to the cosine similarity.

Among them, the content summary of each paragraph is formed, and the correlation analysis is carried out with the requirement item title of the requirement document, and then the matching degree is calculated. If the requirement exceeds a certain threshold, the requirement item is considered to be covered by the development and design document, and the total coverage ratio is calculated. Only Requirement items are fully covered for this check to pass to ensure that the documentation conforms to specification and quality.

In some embodiments, the preset management and control items include: demand validity; the demand is the realization of a certain function, for example, the application is a train ticket reservation system, where the demand may be to query how many trips are running from station A to station B trains, applying development management and control methods, also including:

Step 1021 , based on the development data, extract the access log after the application goes online, where the access log includes the menu of the application and the access volume of the interface.

Among them, the management and control platform is connected to the online management platform, the application monitoring unit of the online management platform can make statistics on the amount of function interface calls, and the log analysis unit of the online management platform can make statistics on the access logs of the function menu. Need to evaluate the effectiveness of the requirements for log tracking. After the application goes online, the online management platform will monitor the interfaces and menus that provide functions, and provide the monitored data to the management and control platform.

Step Step 1022: Determine the evaluation score of the demand effectiveness based on the access volume of the menu and the interface.

For example, the access volume of the application menu and interface is compared with the preset standard value of the access volume, and the evaluation value of the demand validity is determined according to the comparison result.

Among them, the standard value of the amount of visits can be preset according to experience, and the amount of visits represents the user's demand for the function. The actual usage is compared to obtain the demand effectiveness.

The evaluation value of effectiveness can be calculated by dividing the actual number of visits by the standard value of the number of visits. When the management and control platform alerts that the calculated effectiveness value is lower than 1, the manager can communicate with the business requester accordingly. , review, and put forward the rationalization requirements.

In some embodiments, the preset control items include: the gap between the released version code and the planned version code; that is, comparing the development version code with the planned version code to determine the gap between the development version code and the planned version code. Wherein, the comparison between the development version code and the planned version code here is the comparison between the planned task list and the development version task list. App development management and control methods, including:

Step 1031, obtaining the task list of the planned version code and the task list of the development version code, and the task list includes multiple tasks and the unique ID corresponding to each task;

Among them, the prerequisites (process specification): the requirement item must create a corresponding userstory, that is, the requirement task, on the development management platform. The development task will be associated with the requirement task, and the corresponding development task ID must be filled in when submitting the code for development.

The management and control platform will extract the code submission records of the code management platform, as well as the demand task ID, development task ID and other information of the development management platform, as well as the version plan in the development management platform (including the demand task list A to be launched) and the online management platform. Development versions in list B. In the process of application development, each time the development of a task is realized, the task and the ID of the task will be recorded, thus forming listB.

Step 1032: Match the IDs on the task list of the planned version code and the task list of the development version code one by one, and determine the gap between the development version code and the planned version code according to the matching result.

Among them, the management and control platform finds out the development tasks and the corresponding demand tasks according to the code submission records, and calculates whether listA and list B completely match. Review review.

In this application, the management and control platform retains the management and control items of the existing management and control platform and various evaluation indicators included in each management and control project, and adds new evaluation indicators, as detailed below.

In some embodiments, after obtaining the evaluation score of the control item of the similarity between the requirements document and the development design document, the application development control method further includes:

Step 100a: Determine whether the evaluation score of each preset management and control item reaches the preset required value, if not, determine a relatively corresponding application development improvement method according to the correspondence between the pre-built evaluation index value and the improvement method;

Among them, the pre-built scoring rule refers to that each control item is further divided into multiple evaluation indicators. For example, a demand task can have two or more evaluation indicators, one of which is effectiveness, and the other is for evaluation. The indicator is the favorable rate, and the effectiveness here can be the utilization rate of a certain requirement (function) of the application running online, and the favorable rate refers to the favorable status obtained during the online operation of a certain requirement (function) of the application.

Step 100b, obtaining a development test score for application development based on the evaluation scores of each preset management and control item;

The evaluation score may be a specific scoring system, which divides the score into a plurality of different gears, and each gear corresponds to a different processing method. For example, if the score of the index value is higher than the first preset threshold, the application is determined. If the index item is qualified, if the index value score is lower than the first preset threshold, it means that the index is unqualified, and the index is improved.

Among them, the weight of each evaluation index of each control item can be set, and the test score of each control item can be obtained by weighted calculation.

Step 100c: Visually display the evaluation score of each preset management and control item and the development test score of application development.

Among them, the management and control platform manages the entire life cycle of application development, conducts online large-screen display, and conducts traffic lights to indicate risks and problems.

As shown in FIG. 2 , in one embodiment, an information processing device is provided to test and score preset management and control items in the application development process, and the preset management and control items at least include similarity between requirements documents and development design documents , application development control devices, including:

The data collection unit 211 is used to collect development data in the application development management related system in the application development process;

The target data extraction unit 212 is used for extracting requirements documents and development design documents for application development based on the development data;

The first computing unit 213 is configured to extract the first abstract of the requirement document according to the requirement document, and extract the second abstract of the development document according to the development document;

The second computing unit 214 is configured to input the first abstract and the second abstract into the preconfigured twin network model respectively, to obtain the first vector of the first abstract and the second vector of the second abstract;

The result output unit 215 is configured to compare the similarity between the first vector and the second vector to obtain an evaluation score of the similarity between the requirement document and the development design document.

As shown in FIG. 3, in one embodiment, a computer device is proposed, the computer device includes a processor, a storage medium, a memory, and a network API interface connected through a system bus. Wherein, the storage medium of the computer device stores an operating system, a database and computer-readable instructions, and the database may store a sequence of control information. When the computer-readable instructions are executed by the processor, the processor can implement an interface operation and maintenance method. The processor of the computer device is used to provide computing and control capabilities and support the operation of the entire computer device. Computer-readable instructions may be stored in the memory of the computer device, and when the computer-readable instructions are executed by the processor, the processor may execute an interface operation and maintenance method. The network API interface of the computer device is used to communicate with the terminal connection. Those skilled in the art can understand that the structure shown in FIG. 2 is only a block diagram of a partial structure related to the solution of the present application, and does not constitute a limitation on the computer equipment to which the solution of the present application is applied. Include more or fewer components than shown in the figures, or combine certain components, or have a different arrangement of components.

When the processor executes the computer program, the following steps are implemented: collecting development data in the application development management-related system in the application development process; extracting demand documents and development design documents for application development based on the development data; extracting according to the demand documents The first abstract of the requirement document, and the second abstract of the development document is extracted according to the development document; the first abstract and the second abstract are respectively input into the pre-configured twin network model to obtain the first abstract The first vector of the abstract and the second vector of the second abstract; the similarity between the first vector and the second vector is compared to obtain an evaluation score of the similarity between the requirement document and the development design document.

In one embodiment, a storage medium storing computer-readable instructions is provided, the computer-readable instructions, when executed by one or more processors, cause the one or more processors to perform the following steps: collect the application The development data in the application development management related system in the development process; the requirement document and development design document of application development are extracted based on the development data; the first abstract of the requirement document is extracted according to the requirement document, and the first abstract of the requirement document is extracted according to the requirement document. Extracting the second abstract of the development document; respectively inputting the first abstract and the second abstract into a preconfigured Siamese network model to obtain the first vector of the first abstract and the second abstract of the second abstract vector; compare the similarity between the first vector and the second vector to obtain an evaluation score of the similarity between the requirement document and the development and design document.

Those of ordinary skill in the art can understand that the realization of all or part of the processes in the methods of the above embodiments can be accomplished by instructing the relevant hardware through a computer program, and the computer program can be stored in a computer-readable storage medium, and the program is During execution, it may include the processes of the embodiments of the above-mentioned methods. The aforementioned storage medium may be a non-volatile storage medium such as a magnetic disk, an optical disk, a read-only memory (Read-Only Memory, ROM), or a random access memory (Random Access Memory, RAM).

The technical features of the above-described embodiments can be combined arbitrarily. For the sake of brevity, all possible combinations of the technical features in the above-described embodiments are not described. However, as long as there is no contradiction between the combinations of these technical features, All should be regarded as the scope described in this specification.

The above-mentioned embodiments only represent several embodiments of the present invention, and the descriptions thereof are specific and detailed, but should not be construed as a limitation on the scope of the patent of the present invention. It should be pointed out that for those of ordinary skill in the art, without departing from the concept of the present invention, several modifications and improvements can also be made, which all belong to the protection scope of the present invention. Therefore, the protection scope of the patent of the present invention should be subject to the appended claims.

Claims (10)

1. An application development management and control method, characterized in that a test score is performed on a preset management and control item in an application development process, and the preset management and control item at least includes a similarity between a requirement document and a development design document, and the application development control methods, including: collecting development data in the application development management related system in the application development process; Based on the development data, extract the requirements document and development design document for application development; extracting a first abstract of the requirements document according to the requirements document, and extracting a second abstract of the development document according to the development document; Inputting the first abstract and the second abstract into a preconfigured twin network model, respectively, to obtain a first vector of the first abstract and a second vector of the second abstract; The similarity between the first vector and the second vector is compared to obtain an evaluation score of the similarity between the requirement document and the development and design document. 2 . The application development management and control method according to claim 1 , wherein the first abstract of the requirement document is extracted according to the requirement document, and the second abstract of the development document is extracted according to the development document. 3 . Summary, including: Perform text feature extraction on the requirement document and the development and design document respectively to obtain the first text feature of the requirement document and the second text feature of the development and design document; Inputting the first text feature and the second text feature into the odd-even sentence encoding layer respectively, identifying whether the number of words in the first text feature and the second text feature is an odd or even number, and performing the execution on the odd-numbered and even-numbered sentences separate coding; The decoder extracted from the transformer model solution is used for coding, and the abstract of the first text feature and the abstract of the second text feature are extracted. 3. An application development management and control method according to claim 1, characterized in that, by comparing the similarity between the first vector and the second vector to obtain an evaluation of the similarity between the requirement document and the development design document Score, including: calculating the cosine similarity between the first vector and the second vector; According to the cosine similarity, an evaluation score of the similarity between the requirement document and the development design document is obtained. 4. The application development management and control method according to claim 1, wherein the preset management and control items comprise: requirement validity; the application development management and control method further comprises: Extract the access log after the application goes online based on the development data, where the access log includes the access volume of the menu and interface of the application; Based on the number of visits of the menu and the interface, an evaluation score of demand effectiveness is determined. 5 . The application development management and control method according to claim 4 , wherein the determining an evaluation score of demand validity based on the access volume of the menu and the interface, comprising: 6 . According to the quantification conversion methods corresponding to different development data, the quantified value of the development data is generated; According to the sum of the products of the quantified values of different development data and the corresponding weight ratios, the index measurement is performed on the measured object. 6. The application development management and control method according to claim 1, wherein the preset management and control items comprise: a gap between the issued version code and the planned version code; the application development management and control method further comprises: Obtain the task list of the planned version code and the task list of the development version code, where the task list includes multiple tasks and the unique ID corresponding to each task; The IDs on the task list of the planned version code and the task list of the development version code are matched one by one, and the gap between the development version code and the planned version code is determined according to the matching result. 7. An application development management and control method according to claim 1, characterized in that, after obtaining the evaluation score of the management and control project of the similarity between the requirement document and the development design document, the application development management and control method further comprises: Determine whether the evaluation score of each preset management and control item reaches the preset required value, and if not, determine a relatively corresponding application development improvement method according to the corresponding relationship between the pre-built evaluation index value and the improvement method; Based on the evaluation score of each preset management and control item, obtain the development test score of the application development; Visually display the evaluation score of each preset management and control item and the development test score of the application development. 8. An application development management and control device, characterized in that a test score is performed on a preset management and control item in an application development process, and the preset management and control item at least includes a similarity between a requirement document and a development design document, and the application development Control devices, including: a data collection unit, used for collecting development data in the application development management related system in the application development process; A target data extraction unit, used for extracting application development requirements documents and development design documents based on the development data; a first computing unit, configured to extract a first abstract of the requirement document according to the requirement document, and extract a second abstract of the development document according to the development document; a second computing unit, configured to respectively input the first abstract and the second abstract into a preconfigured twin network model, to obtain a first vector of the first abstract and a second vector of the second abstract; A result output unit, configured to compare the similarity between the first vector and the second vector to obtain an evaluation score of the similarity between the requirement document and the development and design document. 9. A computer device comprising a memory and a processor, wherein computer-readable instructions are stored in the memory, and when the computer-readable instructions are executed by the processor, the processor is caused to perform as claimed in claims 1 to 7 The steps of the application development management method described in any one of the claims. 10. A storage medium storing computer-readable instructions that, when executed by one or more processors, cause the one or more processors to perform any one of claims 1 to 7 The steps of the application development management and control method.

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