Automatic code generation tools in the AI era: basic abilities that every developer must master

From data to large model application, on November 25th, Hangzhou Yuanchuang Conference was held to share development tips.

With the continuous development of artificial intelligence technology, more and more industries are beginning to try to apply AI technology to actual business. Among them, automatic code generation tools are one of the important applications of AI technology in the field of software development, and they force every developer to learn to use them. Some experts have publicly stated that using AI tools to assist software development will become a basic skill for developers, otherwise they will eventually be eliminated.

1. Pain points of traditional coding

In the traditional software development process, developers need to manually write a large amount of code. This coding method has the following pain points:

Inefficient coding: Traditional coding methods require developers to manually write code, and writing and debugging code requires a lot of time and energy.
Unstable code quality: Since manually written code is prone to errors, and different developers have different coding styles and levels, the code quality is unstable and prone to bugs .
Poor cross-platform compatibility: Development environments, tools, and frameworks are different on different platforms. Traditional coding methods require developers to adapt to each platform, which is heavy workload and error-prone.
High maintenance costs: As software features continue to be added and updated, maintaining old code and adding new features requires a lot of time and energy.

2. How to use automatic code generation tools to solve these pain points

Automatic code generation tools can solve the pain points of traditional coding in the following ways:

Improve coding efficiency: The automatic code generation tool can automatically generate code based on the business needs and templates provided by developers, greatly saving developers time and energy in writing code.
Improve code quality: Automatic generation tools can generate code based on preset rules and templates, avoiding human errors and inconsistent coding styles, and improving code quality and stability.
Good cross-platform compatibility: The automatic generation tool can be adapted to different platforms and generate corresponding codes according to the characteristics of different platforms, greatly reducing the workload of developers.
Reduce maintenance costs: The code generated by the automatic generation tool has a clear and standardized structure, is easy to maintain and expand, and reduces maintenance costs.

3. FuncGPT (FuncGPT) - focuses on AI- generated Java functions

FuncGPT is a function AI generator launched by the full-stack, fully-automatic software development tool Feisuan SoFlu software robot . It adopts best practices in coding and large-scale machine joint training, and is committed to passing the AIGF ( AI-Generated Function ) empowers software development and provides Chinese software developers with the best experience of full-stack, full-process software development to promote changes in software engineering.

As an important part of Feisuan SoFlu software robot, FuncGPT (Hui Function) supports the creation of all types of functions. Use natural language to describe Java function requirements and generate high-quality, highly readable Java function code in real time. The generated code can be directly copied to IDEA , or imported into the Java fully automatic development tool function library with one click.

FuncGPT (FuncGPT) has five core capabilities:

● Natural language: Functions can be generated through natural language, lowering the threshold for software development.

● Second-level function development: Fully automatic second-level function development, completed in seconds, improving efficiency a thousand times.

● One-stop function development and application: functions can be directly applied after generation, with guaranteed efficiency and safety.

● Reliable quality: The generated function code complies with industry standards, has good readability, and is consistent with the optimal solution.

● Flexible generation: It can be generated according to the specific needs of developers and supports adjustment and modification.

4. FuncGPT (Function Function) Operation Example: Beginner’s Guide

The following is a simple example to illustrate how to use FuncGPT to generate a simple Java function code. Suppose we need to generate a function that takes the last day of the passed in date:

Install SoFlu software robot Java fully automatic development tool client
Click the navigation on the right side of the main page "Function Library Center" - "Write Function"
Enter the function name, parameter name, return value and other information in the interface. For example, we enter the function function: get the last day of the incoming date, class name: Fun Test , input parameter: Data data , output parameter: Data . Click Generate Code.

The generated function code is as follows:

// Class name: FunTest

// Function name: getLastDayOfMonth

// Function: Get the last day of the incoming date

// POM dependency package: none

import java.util.Calendar;

import java.util.Date;

public class FunTest {

/**

* Get the last day of the incoming date

* @param date to get the date of the last day

* @returnThe date of the last day

public static Date getLastDayOfMonth(Date date) {

// Create a calendar object and set it to the incoming date

Calendar calendar = Calendar.getInstance();

calendar.setTime(date);

// Get the month and year of the incoming date

int year = calendar.get(Calendar.YEAR);

int month = calendar.get(Calendar.MONTH);

// Set the calendar date to the first day of the next month

calendar.set(year, month+1, 1);

// Push the calendar date forward one day, which is the last day of the incoming date

calendar.add(Calendar.DATE, -1);

// Return the date of the last day

return calendar.getTime();

}

// function example

// Example of getting the last day of the incoming date

// Input parameter: date , to get the date of the last day

// Output parameters: lastDay , the date of the last day

// Call example:

//Date date = new Date(); // Assume the current date is 2021-09-28

// Date lastDay = FunTest.getLastDayOfMonth(date);

// System.out.println(lastDay);

// Output result: For example, if the given date is 2021-09-28 , then the last day is 2021-09-30

// The output result is: Sat Oct 30 00:00:00 GMT 2021

```

// Warm reminder: The above code is generated by FuncGPT . Please use the FunTest.java file for compilation and packaging.

One-click packaging, compilation and upload, click the "Open Maven" button to enter function packaging; click "Import function to platform" to execute packaging; wait for the package to be uploaded and confirm that the upload is successful.

With the popularity of large models and AI programming tools, developers need to get rid of the anxiety of "whether large models will replace programmers" and clearly understand the importance of AI tools in improving their work efficiency, so as to achieve breakthrough capabilities Boundaries, focus your limited energy on work content with more creative value! FuncGPT ( Hui Function ) is open for free. Interested friends can follow the public account [ SoFlu Software Robot] to experience it.

Automatic code generation tools in the AI era: basic abilities that every developer must master

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