WO2019024543A1

WO2019024543A1 - Code generation method and apparatus, code generator and readable storage medium

Info

Publication number: WO2019024543A1
Application number: PCT/CN2018/083942
Authority: WO
Inventors: 徐广�
Original assignee: 平安科技（深圳）有限公司
Priority date: 2017-08-01
Filing date: 2018-04-20
Publication date: 2019-02-07
Also published as: CN108345453A

Abstract

Disclosed is a code generation method, the method comprising: capturing a code, the amount of repetition of same being greater than or equal to a pre-set value, in a code development system, and entering the code, the amount of repetition of same being greater than or equal to the pre-set value, into a template system to form a code template; receiving a code template path input by a user, extracting a corresponding code template according to the code template path, and receiving a code input by the user, the amount of repetition of same being less than the pre-set value, in the development system; and copying the code, the amount of repetition of same being less than the pre-set value, to the extracted code template to generate a code. Also disclosed are a code generation apparatus, a code generator and computer-readable storage medium. This application can save on the investment in code writing labour and improve the efficiency of code generation.

Description

Code generation method, device, code generator and readable storage medium

The present application claims priority to Chinese Patent Application No. 200910656395.4, entitled "Code Generation Method, Code Generator, and Computer Readable Storage Media", filed on August 1, 2017, the entire contents of which are incorporated by reference. The citation is incorporated in the application.

Technical field

The present application relates to the field of code generation, and in particular, to a code generation method, apparatus, code generator, and computer readable storage medium.

Background technique

At present, programmers have a lot of repetitive program code to write during the process of developing a software project. In the prior art, it is generally written by a programmer, or generated by an existing code generator.

Repeated writing by the programmer will lead to a longer software project development cycle, which will increase the programmer's programming burden, and the code generation through the existing code generator can only generate simple code and need to generate relatively complex code. The operation of generating code is complicated, and the operation is not flexible, which is not conducive to user operation.

Application content

The main purpose of the present application is to provide a code generation method, a code generation device, a code generator, and a computer readable storage medium, which are intended to solve the technical problem of long development cycle, complicated operation of generating code, and inflexible operation.

To achieve the above objective, the present application provides a code generating method, where the method includes:

Grab the code in the code development system that the number of repetitions is greater than or equal to the preset value, and enter the code whose repetition number is greater than or equal to the preset value into the template system to form a code template;

Receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code that the number of repetitions in the development system input by the user is less than a preset value;

Copying the code whose number of repetitions is less than the preset value to the code generated in the extracted code template.

Optionally, the code in the crawl code development system that repeats the number of times greater than or equal to the preset value, and the code whose repetition number is greater than or equal to the preset value is entered into the system, and the step of forming the code template further includes :

Receiving a code specification entered by a user in a formed code template, wherein the code specification includes a code vulnerability and a system vulnerability;

Code that avoids the code vulnerabilities and system vulnerabilities is automatically generated according to the code specification.

Optionally, after the step of copying the code whose number of repetitions is less than the preset value to the generated code in the extracted code template, the method further includes:

Automatically test the generated code and generate a test report;

Adjusting the code template according to the test report, and updating the adjusted code template;

The number of times the code template is used is counted according to a preset period, a usage report is generated, and the usage report is used as a reference for generating the code template.

Receiving a keyword input by the user, and pushing the code template to the user according to the keyword;

The user is monitored by the sequence of the pushed code templates, and the relationship between the code templates is analyzed according to the order in which the user uses the code templates, and the associated code templates are pushed to the user.

Optionally, the step of copying the code whose number of repetitions is less than a preset value into the generated code template includes:

Obtaining a corresponding position of the code whose number of repetitions is less than a preset value in the code template;

Copying the code whose number of repetitions is less than the preset value to the corresponding location generation code in the code template.

In addition, to achieve the above object, the present application further provides a code generating apparatus, where the apparatus includes:

a capture module, configured to capture a code whose number of repetitions is greater than or equal to a preset value in the code development system, and enter the code whose repetition number is greater than or equal to a preset value into the template system to form a code template;

a receiving module, configured to receive a code template path input by the user, extract a corresponding code template according to the code template path, and receive a code that the number of repetitions in the development system input by the user is less than a preset value;

And a copy module, configured to copy the code whose number of repetitions is less than a preset value into the code generated in the extracted code template.

In addition, in order to achieve the above object, the present application further provides a code generator, the code generator comprising a processor and a memory, wherein the memory stores a code generation program; the processor is configured to execute the code generation program, To achieve the following steps:

Optionally, the processor is further configured to execute the code generating program to implement the following steps:

Automatically test the generated code and generate a test report;

The code generation method, the code generation method, the code generator and the computer readable storage medium provided by the application, by capturing code in the code development system whose repetition times are greater than or equal to a preset value, and the number of repetitions is greater than or equal to The set value code is entered into the template system to form a code template to form a code template; then, the code template path input by the user is received, and the corresponding code template is extracted according to the code template path, and the number of repetitions in the development system receiving the user input is less than The code of the preset value; the code that repeats the number of repetitions less than the preset value is copied into the extracted code template to generate the code, and the user can generate the code without performing complicated operation steps, thereby saving the programmer's human input. Improve code generation efficiency and shorten software project development cycle.

DRAWINGS

1 is a schematic flow chart of a first embodiment of a code generating method according to the present application;

2 is a schematic flowchart of a second embodiment of a code generating method according to the present application;

3 is a schematic flowchart of a third embodiment of a code generating method according to the present application;

4 is a schematic flowchart of a fourth embodiment of a code generating method according to the present application;

FIG. 5 is a schematic flowchart of the steps of copying the basic information of the generated required code to the generated code in the extracted code template in the fifth embodiment of the code generating method of the present application;

FIG. 6 is a schematic structural diagram of a device in a hardware operating environment according to an embodiment of the present application.

The implementation, functional features and advantages of the present application will be further described with reference to the accompanying drawings.

Detailed ways

It is understood that the specific embodiments described herein are merely illustrative of the application and are not intended to be limiting.

The main solution of the embodiment of the present application is: by crawling the code development system, the code whose repetition number is greater than or equal to the preset value, and the code whose repetition number is greater than or equal to the preset value is entered into the template system to form a code. Forming a code template; then receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code in the development system input by the user that is less than a preset value; and the repetition number is less than The code of the preset value is copied into the extracted code template to generate the code, and the user can generate the code without performing complicated operation steps, thereby saving the programmer's manpower investment, improving the code generation efficiency, and shortening the software project development cycle.

The embodiment of the present application considers that in the prior art, it is generally written by a programmer, or generated by an existing code generator. Repeated writing by the programmer will lead to a longer software project development cycle, which will increase the programmer's programming burden, and the code generation through the existing code generator can only generate simple code and need to generate relatively complex code. The operation of generating code is complicated, and the operation is not flexible, which is not conducive to user operation.

To this end, the embodiment of the present application provides a code generation method, by capturing a code whose number of repetitions is greater than or equal to a preset value in a code development system, and inputting the code whose repetition number is greater than or equal to a preset value into a template system. Forming a code template to form a code template; then receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code whose number of repetitions in the development system input by the user is less than a preset value; The code that repeats the number of times less than the preset value is copied into the extracted code template to generate the code, and the user can generate the code without performing complicated operation steps, thereby saving the programmer's manpower investment, improving the code generation efficiency, and shortening the software. Project development cycle.

Referring to FIG. 1, FIG. 1 is a schematic flowchart of a first embodiment of a code generating method according to the present application.

In this embodiment, the method includes:

Step S10, capturing a code whose number of repetitions is greater than or equal to a preset value in the code development system, and inputting the code whose repetition number is greater than or equal to the preset value into the template system to form a code template;

In this embodiment, the number of occurrences of each code may be counted in the software project development system, and then the code in the code development system whose repetition number is greater than or equal to the preset value may be captured, and the repetition number is greater than or equal to The preset value code is entered into the template system to form a code template; specifically, the generated code template can be a template for converting a string into a certain format, or a code template having a connection database function; The preset value can be determined according to the total number of program codes developed by each software project. When the total number of program codes developed by the software project is large, more programs need to be written, and the preset value can be set to a smaller value at this time. Therefore, the programmer's writing workload is reduced, and the specific implementation process can also be set according to the user's habits. The process of extracting the code and forming the code template can be completed by the local development device, or can be completed on the external device, and then imported into the local development device.

Step S20, receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code that the number of repetitions in the development system input by the user is less than a preset value;

In the user development process, the user can directly input the code template path, and the system can extract the corresponding code template according to the code template path. After the code template is extracted, the user can perform the function according to the functions required by the developed software project. To the code template, you can know the existing program code in the code template, and then the function that needs to be realized by the developed software project corresponds to the program code that needs to be written. The code that is not in the code template can be input into the system, and will be developed in the system. A code input system that repeats less than the preset value. Therefore, after the code template is extracted, it is also required to receive a code in which the number of repetitions in the development system input by the user is less than a preset value. In the specific implementation process, before extracting the code template, the code template can also be extracted by inputting the function to be realized by the developed project.

Step S30, copying the code whose number of repetitions is less than a preset value to the code generated in the extracted code template.

After extracting the code template and the code that is less than the preset value in the development system that receives the user input, copying the code in the development system that is less than the preset value to the extracted code template may generate the code. .

The code generating method in this embodiment captures a code whose number of repetitions is greater than or equal to a preset value in a code development system, and records the code whose repetition number is greater than or equal to a preset value into a template system to form a code template. Forming a code template; then receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code whose number of repetitions in the development system input by the user is less than a preset value; The code of the value is copied into the extracted code template to generate the code, and the user can generate the code without performing complicated operation steps, thereby saving the programmer's manpower investment, improving the code generation efficiency, and shortening the software project development cycle.

Further, referring to FIG. 2, a second embodiment of the code generating method of the present application is proposed based on the first embodiment of the code generating method of the present application.

In this embodiment, the step after the step S10 further includes:

Step S40: Receive a code specification input by a user in a formed code template, where the code specification includes a code vulnerability and a system vulnerability;

Step S50, automatically generating code to avoid the code vulnerability and system vulnerability according to the code specification.

In this embodiment, after forming the code template, the user may further input a code specification into the generated code template, where the code specification includes a code vulnerability and a system vulnerability, and the code vulnerability is a common code vulnerability that has been discovered, The latest discovered code vulnerabilities, etc., code vulnerabilities can be manifested in many aspects, the algorithm itself or the code itself may cause code loopholes. The specific manifestations of code vulnerabilities mainly include: (1) The validity of the input data is not checked or checked poorly, or the improper handling of buffer vulnerabilities is caused by this problem. For example, when entering a password, the user may enter a long password. If the program is not restricted, it may cause other problems to be overwritten when the password is stored. (2) Code logic design defects or errors are caused by programmers' care or inconsistency. For example, when there is less leakage condition when judging, when encountering special data, it may lead to unexpected running results of the program. (3) The algorithm's own vulnerability algorithm is the premise of security. The loophole of the algorithm itself may lead to various problems. For example, using a simpler encryption algorithm may easily lead to information leakage, so it is necessary to prevent code vulnerabilities. Specifically, after receiving the code specification input by the user in the generated code template, a common code template for avoiding code vulnerabilities and system vulnerabilities may be extracted in the system, and then the developer needs to perform functions according to the current development project. Write personalized code to avoid code vulnerabilities and system vulnerabilities, and then upload them to the system. The system receives the personalized code to avoid code vulnerabilities and system vulnerabilities uploaded by users, and copies them to corresponding code vulnerabilities and system vulnerabilities. In the code template, the code for avoiding the code vulnerabilities and system vulnerabilities for the current development project can be automatically generated, thereby preventing potential harm to the program itself, the system or the data due to the inconsistency of the programming itself.

The code generation method of the embodiment, by receiving a code specification input by a user in a generated code template, wherein the code specification includes a code vulnerability and a system vulnerability; and then automatically generating a code vulnerability and system according to the code specification Vulnerability code to prevent potential harm to the program itself, system or data due to poorly designed programming itself.

Further, referring to FIG. 3, a third embodiment of the code generating method of the present application is proposed based on the first embodiment of the code generating method of the present application.

In this embodiment, the step after the step S30 further includes:

Step S60, performing automatic testing on the generated code, and generating a test report;

Step S70, adjusting the code template according to the test report, and updating the adjusted code template;

Step S80: Perform statistics on the number of times the code template is used according to a preset period, generate a usage report, and use the usage report as a reference for generating the code template.

In this embodiment, after the code is generated, the generated code may be further tested automatically, whether the test code has a problem, and then a test report is generated, so that the user knows whether the generated code has a problem, and if the generated code has a problem, There is a problem with the code for the user, so that the user can change it. After the test report is generated, the code template can be further adjusted according to the test report, and the adjusted code template is updated to make the code template more precise. Further, the number of times of using each code template may be counted according to a preset period, a usage report is generated, and the usage report is used as a reference for generating the code template.

The code generation method proposed in this embodiment automatically tests the generated code and generates a test report, so that the user knows whether the generated code has a problem and the specific location where the problem occurs; and then performs the code template according to the test report. Adjust, and update the adjusted code template to make the code template more accurate; finally, the number of times the code template is used can be counted according to a preset period, and a usage report is generated to generate the usage report as a code template. reference.

Further, referring to FIG. 4, a fourth embodiment of the code generating method of the present application is proposed based on the first embodiment of the code generating method of the present application.

In this embodiment, the step after the step S10 further includes:

Step S90, receiving a keyword input by the user, and pushing the code template to the user according to the keyword;

Step S100, monitoring the order in which the user uses the pushed code template, analyzing the relationship between the code templates according to the order in which the user uses the code template, and pushing the associated code template to the user.

In this embodiment, in addition to obtaining the code template by directly inputting the code template path, the user can also obtain the code template by inputting the function to be implemented by the developed software project. Therefore, after receiving the keyword input by the user, the received keyword can be matched with the retained code template, and the matched code template is pushed to the user. At the same time, in the process of using the pushed code template, the user can further monitor the order of the user using the pushed code template, and then analyze the relationship between the code templates according to the order of the user using the code template, and push the associated code template to the user to improve The experience of users using code templates.

The code generating method provided in this embodiment can push the code template to the user according to the keyword by receiving the keyword input by the user; and then monitor the order of the user using the pushed code template, according to the order of the user using the code template. Analyze the relationship between each code template, push the associated code template to the user, and improve the user experience of using the code template.

Further, referring to FIG. 5, a fifth embodiment of the code generating method of the present application is proposed based on any one of the first to fourth embodiments of the code generating method of the present application.

In this embodiment, the step S30 includes:

Step S31, acquiring a corresponding location of the basic information of the generated required code in the code template;

Step S32, copying the basic information for generating the required code to the corresponding location generation code in the code template.

In this embodiment, after receiving the basic information for generating the required code, it is necessary to analyze the corresponding position of the basic information of the generated required code in the code template to improve the accuracy of the generated code, and then generate the The basic information of the required code is copied to the corresponding location in the code template to generate the code.

The embodiment of the present application further provides a code generating apparatus, where the apparatus includes:

The specific embodiment of the code generating apparatus of the present application is substantially the same as the embodiment of the above code generating method, and details are not described herein.

The embodiment of the present application further provides a code generator.

As shown in FIG. 6, the code generator can include a processor 1001, such as a CPU, a network interface 1002, a user interface 1003, and a memory 1004. Connection communication between these components can be achieved via a communication bus. The network interface 1002 may optionally include a standard wired interface (for connecting to a wired network), a wireless interface (such as a WI-FI interface, a Bluetooth interface, an infrared interface, etc. for connecting to a wireless network). The user interface 1003 can include a display, an input unit such as a keyboard, and the optional user interface 1003 can also include a standard wired interface (eg, for connecting a wired keyboard, a wired mouse, etc.) and/or a wireless interface (eg, Used to connect a wireless keyboard, wireless mouse). The memory 1004 may be a high speed RAM memory or a stable memory (non-volatile) Memory), such as disk storage. The memory 1004 can also optionally be a storage device independent of the aforementioned processor 1001.

It will be understood by those skilled in the art that the code generator structure shown in FIG. 6 does not constitute a limitation to the code generator, and may include more or less components than those illustrated, or combine some components or different components. Arrangement.

As shown in FIG. 6, an operating system and a code generator program may be included in the memory 1002 as a computer storage medium. Among them, the operating system is a program that manages the hardware and software resources of the code generator, and supports the running of the code generator program and other software or programs.

In the code generator shown in FIG. 6, the processor 1001 can be used to execute a code generation program stored in the memory 1002 to implement the following steps:

Further, the processor 1001 can also execute a code generation program stored in the memory 1002 to implement the following steps:

Automatically test the generated code and generate a test report;

The specific embodiment of the code generator of the present application is substantially the same as the embodiment of the code generation method described above, and details are not described herein.

The application provides a computer readable storage medium storing one or more programs, the one or more programs being executable by one or more processors to implement the following steps:

Further, the one or more programs may be executed by the one or more processors, and the following steps are also implemented:

Automatically test the generated code and generate a test report;

The specific embodiment of the computer readable storage medium of the present application is substantially the same as the foregoing embodiment of the code generation method and the code generation method, and is not described herein.

It is also to be understood that the term "comprises", "comprising", or any other variants thereof is intended to encompass a non-exclusive inclusion, such that a process, method, article, or device that comprises a And also includes other elements not explicitly listed, or elements that are inherent to such a process, method, item, or device. An element that is defined by the phrase "comprising a ..." does not exclude the presence of additional equivalent elements in the process, method, item, or device that comprises the element.

Through the description of the above embodiments, those skilled in the art can clearly understand that the foregoing embodiment method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be through hardware, but in many cases, the former is better. Implementation. Based on such understanding, the technical solution of the present application, which is essential or contributes to the prior art, may be embodied in the form of a software product stored in a storage medium (such as ROM/RAM, disk, The optical disc includes a number of instructions for causing a terminal device (which may be a cell phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the methods of various embodiments of the present application.

The above is only a preferred embodiment of the present application, and is not intended to limit the scope of the patent application, and the equivalent structure or equivalent process transformations made by the specification and the drawings of the present application, or directly or indirectly applied to other related technical fields. The same is included in the scope of patent protection of this application.

Claims

A code generation method, characterized in that the method comprises the following steps:

Grab the code in the code development system that the number of repetitions is greater than or equal to the preset value, and enter the code whose repetition number is greater than or equal to the preset value into the template system to form a code template;

Receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code that the number of repetitions in the development system input by the user is less than a preset value;

Copying the code whose number of repetitions is less than the preset value to the code generated in the extracted code template.
The code generating method according to claim 1, wherein the code in the crawl code development system repeats a number of times greater than or equal to a preset value, and the code whose number of repetitions is greater than or equal to a preset value is entered into In the system, after the step of forming a code template, the method further includes:

Receiving a code specification entered by a user in a formed code template, wherein the code specification includes a code vulnerability and a system vulnerability;

Code that avoids the code vulnerabilities and system vulnerabilities is automatically generated according to the code specification.
The code generating method according to claim 1, wherein the step of copying the code whose number of repetitions is less than a preset value to the code generated in the extracted code template further comprises:

Automatically test the generated code and generate a test report;

Adjusting the code template according to the test report, and updating the adjusted code template;

The number of times the code template is used is counted according to a preset period, a usage report is generated, and the usage report is used as a reference for generating the code template.
The code generating method according to claim 1, wherein the code in the crawl code development system repeats a number of times greater than or equal to a preset value, and the code whose number of repetitions is greater than or equal to a preset value is entered into In the system, after the step of forming a code template, the method further includes:

Receiving a keyword input by the user, and pushing the code template to the user according to the keyword;

The user is monitored by the sequence of the pushed code templates, and the relationship between the code templates is analyzed according to the order in which the user uses the code templates, and the associated code templates are pushed to the user.
The code generating method according to claim 1, wherein the step of copying the code whose number of repetitions is less than a preset value to the code generated in the extracted code template comprises:

Obtaining a corresponding position of the code whose number of repetitions is less than a preset value in the code template;

Copying the code whose number of repetitions is less than the preset value to the corresponding location generation code in the code template.
A code generating device, characterized in that the device comprises:

a capture module, configured to capture a code whose number of repetitions is greater than or equal to a preset value in the code development system, and enter the code whose repetition number is greater than or equal to a preset value into the template system to form a code template;

a receiving module, configured to receive a code template path input by the user, extract a corresponding code template according to the code template path, and receive a code that the number of repetitions in the development system input by the user is less than a preset value;

And a copy module, configured to copy the code whose number of repetitions is less than a preset value into the code generated in the extracted code template.
The code generating apparatus according to claim 6, wherein the apparatus further comprises:

a receiving module, configured to receive a code specification input by a user in a formed code template, where the code specification includes a code vulnerability and a system vulnerability;

A generating module for automatically generating code to avoid the code vulnerability and system vulnerability according to the code specification.
The code generating apparatus according to claim 6, wherein the apparatus further comprises:

An automatic test module for automatically testing the generated code and generating a test report;

An adjustment module, configured to adjust the code template according to the test report, and update the adjusted code template;

Statistics module for The number of times the code template is used is counted according to a preset period, a usage report is generated, and the usage report is used as a reference for generating the code template.
The code generating apparatus according to claim 6, wherein the receiving module is further configured to:

Receiving a keyword input by the user, and pushing the code template to the user according to the keyword;

The device also includes:

The monitoring module is configured to monitor the sequence of the user using the pushed code template, analyze the relationship between the code templates according to the order in which the user uses the code template, and push the associated code template to the user.
The code generating apparatus according to claim 6, wherein said copying module comprises:

An obtaining unit, configured to acquire a corresponding position of the code whose number of repetitions is less than a preset value in a code template;

And a copying unit, configured to copy the code whose number of repetitions is less than a preset value to a corresponding location generation code in the code template.
A code generator, comprising: a processor and a memory, wherein the memory stores a code generation program; the processor is configured to execute the code generation program to implement the following steps:

Grab the code in the code development system that the number of repetitions is greater than or equal to the preset value, and enter the code whose repetition number is greater than or equal to the preset value into the template system to form a code template;

Receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code that the number of repetitions in the development system input by the user is less than a preset value;

Copying the code whose number of repetitions is less than the preset value to the code generated in the extracted code template.
The code generator according to claim 11, wherein said processor is further configured to execute said code generating program to implement the following steps:

The receiving user enters a code specification in the formed code template, wherein the code specification includes a code vulnerability and a system vulnerability;

Code that avoids the code vulnerabilities and system vulnerabilities is automatically generated according to the code specification.
The code generator according to claim 11, wherein said processor is further configured to execute said code generating program to implement the following steps:

Automatically test the generated code and generate a test report;

Adjusting the code template according to the test report, and updating the adjusted code template;

The number of times the code template is used is counted according to a preset period, a usage report is generated, and the usage report is used as a reference for generating the code template.
The code generator according to claim 11, wherein said processor is further configured to execute said code generating program to implement the following steps:

Receiving a keyword input by the user, and pushing the code template to the user according to the keyword;

The user is monitored by the sequence of the pushed code templates, and the relationship between the code templates is analyzed according to the order in which the user uses the code templates, and the associated code templates are pushed to the user.
The code generator according to claim 11, wherein said processor is further configured to execute said code generating program to implement the following steps:

Obtaining a corresponding position of the code whose number of repetitions is less than a preset value in the code template;

Copying the code whose number of repetitions is less than the preset value to the corresponding location generation code in the code template.
A computer readable storage medium, wherein the computer readable storage medium stores a code generation program, and when the code generation program is executed by the processor, the following steps are implemented:

Grab the code in the code development system that the number of repetitions is greater than or equal to the preset value, and enter the code whose repetition number is greater than or equal to the preset value into the template system to form a code template;

Receiving a code template path input by the user, extracting a corresponding code template according to the code template path, and receiving a code that the number of repetitions in the development system input by the user is less than a preset value;

Copying the code whose number of repetitions is less than the preset value to the code generated in the extracted code template.
The computer readable storage medium of claim 16 wherein said one or more programs are executable by one or more processors and further implementing the steps of:

Receiving a code specification entered by a user in a formed code template, wherein the code specification includes a code vulnerability and a system vulnerability;

Code that avoids the code vulnerabilities and system vulnerabilities is automatically generated according to the code specification.
The computer readable storage medium of claim 16 wherein said one or more programs are executable by one or more processors and further implementing the steps of:

Automatically test the generated code and generate a test report;

Adjusting the code template according to the test report, and updating the adjusted code template;

The number of times the code template is used is counted according to a preset period, a usage report is generated, and the usage report is used as a reference for generating the code template.
The computer readable storage medium of claim 16 wherein said one or more programs are executable by one or more processors and further implementing the steps of:

Receiving a keyword input by the user, and pushing the code template to the user according to the keyword;

The user is monitored by the sequence of the pushed code templates, and the relationship between the code templates is analyzed according to the order in which the user uses the code templates, and the associated code templates are pushed to the user.
The computer readable storage medium of claim 16 wherein said one or more programs are executable by one or more processors and further implementing the steps of:

Obtaining a corresponding position of the code whose number of repetitions is less than a preset value in the code template;

Copying the code whose number of repetitions is less than the preset value to the corresponding location generation code in the code template.