What is the difference between if __name__ == "__main__" and direct execution in Python?
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In Python, theif __name__ == "__main__" construct is a common idiom used to differentiate between code that is intended to be executed when a script is run directly and code that is meant to be imported as a module. Here's a detailed explanation of the differences betweenif __name__ == "__main__" and direct execution: Direct Execution: - Definition: Direct execution refers to running a Python script directly using the Python interpreter, typically by invoking the script file from the command line or an integrated development environment (IDE). - Purpose: When a script is run directly, all the code within the script file is executed, starting from the top of the file and progressing line by line. - Usage: Direct execution is commonly used when you want to execute a Python script as a standalone program, perform specific actions, or run a sequence of instructions without importing the script as a module. - Example:

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# script.py
print("Hello, World!")

When runningpython script.py from the command line, the script file is executed, and the outputHello, World! is printed. if __name__ == "__main__": - Definition: Theif __name__ == "__main__" construct is a conditional statement that checks if the script is being run directly or imported as a module. It allows certain code blocks to be executed only when the script is run directly. - Purpose: The purpose of this construct is to provide a way to execute specific code only when the script is intended to be the main program, as opposed to being imported and used as a module by another script. - Usage: It is commonly used when you have both executable code (e.g., function calls, initialization) and reusable code (e.g., function definitions, classes) in the same script. By placing the executable code within theif __name__ == "__main__" block, you ensure that it is executed only when the script is run directly. - Example:

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# module.py
def add_numbers(a, b):
    return a + b

if __name__ == "__main__":
    result = add_numbers(2, 3)
    print(result)

When runningpython module.py from the command line, theif __name__ == "__main__" block is executed, and theadd_numbers() function is called with arguments 2 and 3. The result5 is then printed. However, if themodule.py script is imported as a module in another script, theif __name__ == "__main__" block is not executed, allowing the reusable code (e.g.,add_numbers()) to be imported and used independently. Summary: In summary, direct execution refers to running a Python script directly, executing all the code within the script file. On the other hand, theif __name__ == "__main__" construct allows certain code blocks to be executed only when the script is run directly, distinguishing between code meant to be executed when the script is the main program and code meant to be imported as a module. This construct provides a way to organize and control the execution of code in Python scripts, making them versatile for both standalone execution and import as modules.