Teach you to write high-quality functions, simple and practical

When writing a function, programmers usually need to follow the following steps:

1. Determining the best design logic is an important factor that should be considered when writing functions. These factors include designing reasonable data structures, algorithms and logic encapsulation, and also taking into account the user's security factors. The challenge was to ensure that what was designed met the client's needs and approval, and was completed within the time frame of the project.

2. Write test tasks: write unit tests to ensure that each small part of the code functions correctly. This catches bugs early and makes subsequent regression testing easier. Some developers even encourage writing test programs before writing programs. The challenge is that every part needs to be tested, which can feel tedious and redundant.

3. Write function description: explain the meaning and working principle of your code, including independent documentation files and code comments, so that more people can understand your code. This will take some time to complete.

At present, the traditional ways of writing functions include manual coding and open source coding. Although they can complete the writing of functions to a certain extent, they all have their own shortcomings.

Manually creating functions is prone to duplication of effort, which is not only time-consuming, but may also lead to inconsistencies that affect code quality. At the same time, it will reduce programming efficiency and increase the difficulty of function maintenance and testing.

Open source libraries vary in quality. Some libraries may have bugs or deficiencies. At the same time, due to the open code, there are also security risks. Therefore, when open source functions are used, they need to be reviewed and made necessary modifications, which will add new costs. At the same time, when using an open source function library, it often depends on other libraries or components. If these dependencies are not kept up to date, problems or conflicts may occur. Therefore, the use of open source function library needs to ensure that it is updated synchronously with the components it depends on.

In the context of the rapid development of artificial intelligence, can we use AI code generation tools to assist function writing and avoid the above problems encountered in traditional implementation of function writing?

The FuncGPT (wit function) launched by SoFlu software robot, which focuses on AI-generated Java functions, describes Java function requirements through natural language, and generates high-quality, highly readable Java function codes in real time. The generated code can be directly copied to IDEA, or one-click import of the Java fully automatic development tool function library, thereby improving the developer's coding efficiency.

Specifically, FuncGPT has the following five characteristics:

1.    Powerful natural language processing: FuncGPT has powerful natural language processing capabilities, can accurately understand user descriptions and requirements for functions, and reduces development and communication costs and difficulty in understanding.

2.    Standard code quality: Since FuncGPT (intelligent function) has undergone code writing best practices and large-scale machine joint training, the generated function code is of high quality and conforms to industry standards, avoiding common code errors and inefficiencies.

3.    Enhance development efficiency: Fast code generation and code quality assurance of FuncGPT (wisdom function) speed up the development process and save a lot of coding time and energy for development engineers.

4.    Reduce the error rate: The code generated by FuncGPT (Hui function) has been accurately understood and trained, which reduces bugs caused by negligence and grammatical errors, and improves software quality and stability.

5.    Popularize best practices: The code generated by FuncGPT follows best practices, imparts excellent coding styles and design patterns in the industry to developers, and improves the coding level of the entire team.

Taking Java functions to realize BigDecimal's expression calculation requirements as an example, create a natural language statement describing the function such as "bigDecimal expression calculation", click Generate Code, and it only takes 23 seconds to automatically generate an easy-to-understand code that developers can use directly The full function code for .

By analyzing the code generated by the above FuncGPT (wit function), you will find:

  1. FuncGPT (Human function) uses the data structure of the stack to process the calculation of expressions, which can accurately handle the precedence of operators and the nesting of parentheses. The code implementation is clear and clear, and different logic functions are encapsulated into independent functions, which makes the code structure clearer and easier to understand and maintain. .
  2. Use the StringUtils tool class in the Apache Commons Lang library to judge whether the expression is empty or blank. In addition, an exception handling mechanism is provided to handle illegal input by throwing IllegalArgumentException, which increases the robustness of the code.
  3. Reasonable naming and comments are used. The names of functions and variables are clear and clear. The comments explain the functions and parameters of the functions, which improves the readability of the code.
  4. By default, the precision of two decimal places is reserved, and the exact result with two decimal places can be directly obtained in the calculation result

 

Based on this, developers can modify the code according to their specific needs, and run the modified code to generate test cases with one click to check whether the results meet his expectations, thereby greatly improving development efficiency and releasing more Energy to do more creative work.

FuncGPT (intelligent function) is now free to use, download link: http://suo.im/aREPi

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