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How Can I Predefine Arguments for Python Functions Using functools.partial?

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2024-12-15 09:42:12621browse

How Can I Predefine Arguments for Python Functions Using functools.partial?

Understanding Argument Binding in Python Functions

Suppose you wish to create a function that can be called later with specific arguments predefined or with fewer additional arguments. How can this be achieved in Python?

Solution: functools.partial

The solution lies in using the functools.partial function. It returns a callable that wraps a function with some or all of its arguments frozen. This allows you to later invoke the wrapped function with the frozen arguments already applied.

Example Usage

Let's demonstrate how to bind arguments using functools.partial:

Output:

This code creates a function print_hello that will always print "Hello world" when called. The functools.partial function has bound the first argument of sys.stdout.write to the string "Hello world".

Equivalent Lambda Expression

The code above is equivalent to the following lambda expression:

In other words, functools.partial provides a convenient way to create a new function by partially applying arguments to an existing function.

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