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Understanding Dictionary to List Conversion in Python

Published in Python Dictionary Conversion 4 mins read

In Python, the equivalent of a 'map' or key-value store is typically a dictionary (dict). Converting a dictionary to a list (often referred to as an array in other programming contexts) involves transforming its key-value pairs into a list structure.

Python dictionaries store data as unordered (in older versions) or insertion-ordered (in Python 3.7+) key-value pairs. When you convert a dictionary's contents into a list, you need to decide how you want to represent the original key-value data within the list.

Common ways to represent dictionary contents as a list include:

  • List of Keys: A list containing only the keys from the dictionary.
  • List of Values: A list containing only the values from the dictionary.
  • List of Items (Key-Value Tuples): A list where each element is a tuple (key, value).
  • List of Key-Value Pair Structures: A list where each element is a structured item (like another dictionary) representing a single key-value pair.

Methods to Convert a Python Dictionary to a List

Let's demonstrate these methods using a simple Python dictionary:

my_python_dict = {'key1': 1, 'key2': 2, 'key3': 3}

1. Converting to a List of Keys

To get a list containing only the keys of the dictionary, you can use the .keys() method and convert the resulting dictionary view object to a list:

keys_list = list(my_python_dict.keys())
print(keys_list)
# Output: ['key1', 'key2', 'key3']

2. Converting to a List of Values

Similarly, to get a list of only the values, use the .values() method:

values_list = list(my_python_dict.values())
print(values_list)
# Output: [1, 2, 3]

3. Converting to a List of Key-Value Tuples

The .items() method returns a view object of key-value tuples. Convert this to a list to get a list of tuples:

items_list = list(my_python_dict.items())
print(items_list)
# Output: [('key1', 1), ('key2', 2), ('key3', 3)]

You can also achieve the same result using a list comprehension, which is often considered more "Pythonic":

items_list_comp = [(k, v) for k, v in my_python_dict.items()]
print(items_list_comp)
# Output: [('key1', 1), ('key2', 2), ('key3', 3)]

4. Converting to a List of Structured Key-Value Pairs

Sometimes, you might need to represent each key-value pair as a separate structured element within the list, such as a dictionary. The reference provided describes how, in another context (like JavaScript), the Array.from method can convert a map into a list of structures like \[ \[ name: 'key1', value: 1 \], \[ name: 'key2', value: 2 \] \]. This output represents each key-value pair as an item containing key and value information, labeled with 'name' and 'value'.

In Python, you can create a similar structured list output by using a list comprehension to build a list of dictionaries, where each inner dictionary holds the 'name' (key) and 'value' from the original dictionary:

list_of_dicts_structured = [{'name': key, 'value': value} for key, value in my_python_dict.items()]
print(list_of_dicts_structured)
# Output: [{'name': 'key1', 'value': 1}, {'name': 'key2', 'value': 2}, {'name': 'key3', 'value': 3}]

This Python list of dictionaries is analogous in structure to the \[ \[ name: 'key', value: value \] \] format shown in the reference, adapting it to standard Python data types.

Summary of Dictionary to List Conversions

Here's a table summarizing the common conversion methods for a Python dictionary:

Original Data (Python dict) Conversion Method Resulting List (Python) Description Analogous Output Structure (from reference)
{'k1': v1, 'k2': v2} list(my_dict.keys()) ['k1', 'k2'] List of keys -
{'k1': v1, 'k2': v2} list(my_dict.values()) [v1, v2] List of values -
{'k1': v1, 'k2': v2} list(my_dict.items()) [('k1', v1), ('k2', v2)] List of key-value tuples -
{'k1': v1, 'k2': v2} List comprehension creating dicts [{'name': 'k1', 'value': v1}, {'name': 'k2', 'value': v2}] List of dictionaries representing key-value pairs \[ \[ name: 'k1', value: v1 \], \[ name: 'k2', value: v2 \] \]

Choose the method that best suits the desired structure and content of your resulting list (array).