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How to use map filter and reduce functions in Python?


Here’s how you can use the built-in functions map(), filter() and reduce() functions in Python:

1. map() function:

The map() function applies a given function to each item of an iterable (such as a list or a dictionary) and returns a list of the results.

Example:

```
def multiply_by_two(n): return n * 2

numbers = [1, 2, 3, 4]
result = map(multiply_by_two, numbers)

print(list(result))

  1. Output: [2, 4, 6, 8]
    ```

1. filter() function:

The filter() function constructs a list from elements of an iterable for which a function returns true.

Example:

```
def is_even(n): return n % 2 == 0

numbers = [1, 2, 3, 4]
result = filter(is_even, numbers)

print(list(result))

  1. Output: [2, 4]
    ```

1. reduce() function:

The reduce() function, which is part of the functools module, continually applies a function to a sequence (e.g., a list), and returns a single value.

Example:

```
from functools import reduce

def multiply(a, b): return a * b

numbers = [1, 2, 3, 4]
result = reduce(multiply, numbers)

print(result)

  1. Output: 24
  2. Explanation: (((1*2)*3)*4) = 24
    ```

Note: reduce() is not a built-in function since Python 3.0, so you have to import it from the functools module.


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