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How to Reduce Values in a Dictionary to a Single Value in Python


How to Reduce Values in a Dictionary to a Single Value in Python ?

Answer

To reduce values in a dictionary to a single value in Python, you can use the `reduce` function from the `functools` module. This allows you to apply a function to each value in the dictionary and combine them into a single value.



✐ Examples

1 Reducing Values in a Dictionary to Their Sum Using `reduce`

We can reduce the values in a dictionary to their sum in Python using the `reduce` function from the `functools` module. This example demonstrates how to declare and initialize a dictionary, use the `reduce` function to sum the values, and print the result.

For example,

  1. We start by importing the `reduce` function from the `functools` module.
  2. We declare and initialize a dictionary named my_dict with integer keys and integer values.
  3. We use the `reduce` function to sum the values in the dictionary.
  4. We print the result.

Python Program

from functools import reduce

my_dict = {
    1: 10,
    2: 20,
    3: 30
}

# Use reduce to sum the values in the dictionary
sum_values = reduce(lambda acc, value: acc + value, my_dict.values())

# Print the result
print('Sum of values:', sum_values)

Output

Sum of values: 60

2 Reducing Values in a Dictionary to Their Product Using `reduce`

We can reduce the values in a dictionary to their product in Python using the `reduce` function from the `functools` module. This example demonstrates how to declare and initialize a dictionary, use the `reduce` function to multiply the values, and print the result.

For example,

  1. We start by importing the `reduce` function from the `functools` module.
  2. We declare and initialize a dictionary named my_dict with integer keys and integer values.
  3. We use the `reduce` function to multiply the values in the dictionary.
  4. We print the result.

Python Program

from functools import reduce

my_dict = {
    1: 10,
    2: 20,
    3: 30
}

# Use reduce to multiply the values in the dictionary
product_values = reduce(lambda acc, value: acc * value, my_dict.values())

# Print the result
print('Product of values:', product_values)

Output

Product of values: 6000

Summary

In this tutorial, we learned How to Reduce Values in a Dictionary to a Single Value in Python language with well detailed examples.




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