refactoring-code-with-github-copilot.md

title	intro	topics	versions	redirect_from	shortTitle
Refactoring code with GitHub Copilot	Leverage {% data variables.product.prodname_copilot_short %} artificial intelligence to help you refactor your code quickly and effectively.	Copilot	feature copilot	/copilot/using-github-copilot/example-use-cases/refactoring-code-with-github-copilot	Refactor code

Introduction

Refactoring code is the process of restructuring existing code without changing its behavior. The benefits of refactoring include improving code readability, reducing complexity, making the code easier to maintain, and allowing new features to be added more easily.

This article gives you some ideas for using {% data variables.product.prodname_copilot_short %} to refactor code in your IDE.

[!NOTE] Example responses are included in this article. {% data variables.product.prodname_copilot_chat %} may give you different responses from the ones shown here.

Understanding code

Before you modify existing code you should make sure you understand its purpose and how it currently works. {% data variables.product.prodname_copilot_short %} can help you with this.

1. Select the relevant code in your IDE's editor. {% data reusables.copilot.open-inline-chat-vscode %}
2. In the input box for inline chat, type a forward slash (/).
3. In the dropdown list, select /explain and press Enter.
4. If the explanation that {% data variables.product.prodname_copilot_short %} returns is more than a few lines, click View in Chat to allow you to read the explanation more easily.

Optimizing inefficient code

{% data variables.product.prodname_copilot_short %} can help you to optimize code - for example, to make the code run more quickly.

Example code

In the two sections below, we'll use the following example bash script to demonstrate how to optimize inefficient code:

#!/bin/bash

# Find all .txt files and count lines in each
for file in $(find . -type f -name "*.txt"); do
    wc -l "$file"
done

Use the {% data variables.product.prodname_copilot_chat_short %} panel

{% data variables.product.prodname_copilot_short %} can tell you whether code, like the example bash script, can be optimized.

1. Select either the for loop or the entire contents of the file.

2. Open {% data variables.product.prodname_copilot_chat_short %} by clicking the chat icon in the activity bar or by using the keyboard shortcut:

   • {% data variables.product.prodname_vscode_shortname %} and {% data variables.product.prodname_vs %}: Control+Command+i (Mac) / Ctrl+Alt+i (Windows/Linux)
   • JetBrains: Control+Shift+c

3. In the input box at the bottom of the chat panel, type: Can this script be improved?

   {% data variables.product.prodname_copilot_short %} replies with a suggestion that will make the code more efficient.

4. To apply the suggested change:

   • In {% data variables.product.prodname_vscode_shortname %} and JetBrains: Hover over the suggestion in the chat panel and click the Insert At Cursor icon.

     

   • In {% data variables.product.prodname_vs %}: Click Preview then, in the comparison view, click Accept.

Use {% data variables.product.prodname_copilot_short %} inline chat

Alternatively, if you already know that existing code, like the example bash script, is inefficient:

1. Select either the for loop or the entire contents of the file. {% data reusables.copilot.open-inline-chat-vscode %}

2. Type optimize and press Enter.

   {% data variables.product.prodname_copilot_short %} suggests revised code. For example:

   find . -type f -name "*.txt" -exec wc -l {} +

   This is more efficient than the original code, shown earlier in this article, because using -exec ... + allows find to pass multiple files to wc at once rather than calling wc once for each *.txt file that's found.

{% data reusables.copilot.assess-copilot-suggestion %}

{% data reusables.copilot.check-copilot-suggestion %}

Cleaning up repeated code

Avoiding repetition will make your code easier to revise and debug. For example, if the same calculation is performed more than once at different places in a file, you could move the calculation to a function.

In the following very simple JavaScript example, the same calculation (item price multiplied by number of items sold) is performed in two places.

let totalSales = 0;

let applePrice = 3;
let applesSold = 100;
totalSales += applePrice * applesSold;

let orangePrice = 5;
let orangesSold = 50;
totalSales += orangePrice * orangesSold;

console.log(`Total: ${totalSales}`);

You can ask {% data variables.product.prodname_copilot_short %} to move the repeated calculation into a function.

1. Select the entire contents of the file. {% data reusables.copilot.open-inline-chat-vscode %}

2. Type: move repeated calculations into functions and press Enter.

   {% data variables.product.prodname_copilot_short %} suggests revised code. For example:

   function calculateSales(price, quantity) {
     return price * quantity;
   }
   
   let totalSales = 0;
   
   let applePrice = 3;
   let applesSold = 100;
   totalSales += calculateSales(applePrice, applesSold);
   
   let orangePrice = 5;
   let orangesSold = 50;
   totalSales += calculateSales(orangePrice, orangesSold);
   
   console.log(`Total: ${totalSales}`);

{% data reusables.copilot.assess-copilot-suggestion %}

{% data reusables.copilot.check-copilot-suggestion %}

Making code more concise

If code is unnecessarily verbose it can be difficult to read and maintain. {% data variables.product.prodname_copilot_short %} can suggest a more concise version of selected code.

In the following example, this Python code outputs the area of a rectangle and a circle, but could be written more concisely:

def calculate_area_of_rectangle(length, width):
    area = length * width
    return area

def calculate_area_of_circle(radius):
    import math
    area = math.pi * (radius ** 2)
    return area

length_of_rectangle = 10
width_of_rectangle = 5
area_of_rectangle = calculate_area_of_rectangle(length_of_rectangle, width_of_rectangle)
print(f"Area of rectangle: {area_of_rectangle}")

radius_of_circle = 7
area_of_circle = calculate_area_of_circle(radius_of_circle)
print(f"Area of circle: {area_of_circle}")

1. Select the entire contents of the file. {% data reusables.copilot.open-inline-chat-vscode %}

2. Type: make this more concise and press Enter.

   {% data variables.product.prodname_copilot_short %} suggests revised code. For example:

   import math
   
   def calculate_area_of_rectangle(length, width):
     return length * width
   
   def calculate_area_of_circle(radius):
     return math.pi * (radius ** 2)
   
   print(f"Area of rectangle: {calculate_area_of_rectangle(10, 5)}")
   print(f"Area of circle: {calculate_area_of_circle(7)}")

{% data reusables.copilot.assess-copilot-suggestion %}

{% data reusables.copilot.check-copilot-suggestion %}

Splitting up complex units of code

Large methods or functions that perform multiple operations are likely to offer fewer opportunities for reuse than smaller, simpler functions that are focused on performing a particular operation. They may also be more difficult to understand and debug.

{% data variables.product.prodname_copilot_short %} can help you to split up complex blocks of code into smaller units that are more suitable for reuse.

The following Python code is a very simple example, but it shows the principle of splitting up a single function into two functions that perform particular operations.

import pandas as pd
from pandas.io.formats.style import Styler

def process_data(item, price):
    # Cleanse data
    item = item.strip()  # Strip whitespace from item
    price = price.strip()  # Strip whitespace from price
    price = float(price) # Convert price to a float
    # More cleansing operations here

    # Create and print a DataFrame
    data = {'Item': [item], 'Price': [price]}
    df = pd.DataFrame(data)
    print(df.to_string(index=False))

# Example usage
item = "   Apple "
price = " 1.25"
process_data(item, price)

To split up the process_data function:

1. Put the cursor in the function name. {% data reusables.copilot.open-inline-chat-vscode %}

2. Type: split into 2 separate functions: one for cleansing data, the other for printing and press Enter.

   {% data variables.product.prodname_copilot_short %} suggests revised code. For example:

   def cleanse_data(item, price):
     # Cleanse data
     item = item.strip()  # Strip whitespace from item
     price = price.strip()  # Strip whitespace from price
     price = float(price)  # Convert price to a float
     return item, price
   
   def print_data(item, price):
     # Create and print a DataFrame
     data = {'Item': [item], 'Price': [price]}
     df = pd.DataFrame(data)
     print(df.to_string(index=False))
   
   def process_data(item, price):
     item, price = cleanse_data(item, price)
     print_data(item, price)

   [!NOTE] The example suggestion shown above replaces the existing function with three functions. The third function simply calls the other two functions, and allows for existing code that calls the process_data function.

{% data reusables.copilot.assess-copilot-suggestion %}

{% data reusables.copilot.check-copilot-suggestion %}

Rewrite conditional code for better readability

There are often several ways to write code that does, or does not, get executed depending on various conditions. Some conditional structures are better suited than others to particular use cases, and choosing an alternative conditional structure can sometimes make the code easier to read.

This Java method uses a series of if and else if statements to determine which operation to perform:

public String getSound(String animal) {
  if (animal == null) {
      System.out.println("Oops! A null animal?");
  } else if (animal.equalsIgnoreCase("Dog")) {
      return "Bark";
  } else if ( animal.equalsIgnoreCase("Cat")) {
      return "Meow";
  } else if ( animal.equalsIgnoreCase("Bird")) {
      return "Tweet";
  }
  return "Unknown";
}

A switch statement might be a better way of applying the same logic.

1. Put the cursor in the method name. {% data reusables.copilot.open-inline-chat-vscode %}

2. Type: rewrite the condition to use a switch and use Java 21 syntax with null case, but also add documentation and provide a better function name.

   This demonstrates how you can use a single prompt to ask {% data variables.product.prodname_copilot_short %} to make multiple changes.

3. Press Enter.

   {% data variables.product.prodname_copilot_short %} suggests revised code. For example:

   /**
    * Retrieves the sound made by a given animal.
    *
    * @param animal The name of the animal.
    * @return The sound made by the animal, or "Unknown" if the animal is not recognized.
    */
   public String getAnimalSound(String animal) {
       return switch (animal) {
           case null -> {
               System.out.println("Oops! A null animal?");
               yield "Unknown";
           }
           case String a when a.equalsIgnoreCase("Dog") -> "Bark";
           case String a when a.equalsIgnoreCase("Cat") -> "Meow";
           case String a when a.equalsIgnoreCase("Bird") -> "Tweet";
           default -> "Unknown";
       };
   }

{% data reusables.copilot.assess-copilot-suggestion %}

{% data reusables.copilot.check-copilot-suggestion %}

Reformat code to use a different structure

Suppose you have this function in JavaScript:

function listRepos(o, p) {
 return fetch(`https://api.github.com/orgs/${o}/repos?per_page=${parseInt(p)}`)
   .then((response) => response.json())
   .then( (data) => data);
}

If your coding standards require you to use the arrow notation for functions, and descriptive names for parameters, you can use {% data variables.product.prodname_copilot_short %} to help you make these changes.

1. Put the cursor in the function name. {% data reusables.copilot.open-inline-chat-vscode %}

2. Type: use arrow notation and better parameter names and press Enter.

   {% data variables.product.prodname_copilot_short %} suggests revised code. For example:

   const listRepos = (org, perPage) => {
     return fetch(`https://api.github.com/orgs/${org}/repos?per_page=${parseInt(perPage)}`)
       .then(response => response.json())
       .then(data => data);
   };

Improving the name of a symbol

Note

• {% data variables.product.prodname_vscode_shortname %} and {% data variables.product.prodname_vs %} only.
• Support for this feature depends on having the appropriate language extension installed in your IDE for the language you are using. Not all language extensions support this feature.

Well chosen names can help to make code easier to maintain. {% data variables.product.prodname_copilot_short %} in {% data variables.product.prodname_vscode_shortname %} and {% data variables.product.prodname_vs %} can suggest alternative names for symbols such as variables or functions.

1. Put the cursor in the symbol name.

2. Press F2.

3. {% data variables.product.prodname_vs %} only: Press Ctrl+Space.

   {% data variables.product.prodname_copilot_short %} suggests alternative names.

   

4. In the dropdown list, select one of the suggested names.

   The name is changed throughout the project.