How to Use Dictionaries as Keys in Python: Resolving the \"TypeError: unhashable type: \'dict\'\" Error

TypeError: unhashable type: 'dict'

When faced with the error message "TypeError: unhashable type: 'dict'," it indicates that you're attempting to use a dictionary as a key within another dictionary or in a set. This is not permitted because keys must possess hashability, which is generally only supported by immutable objects (strings, numbers, tuples of immutable elements, frozen sets, etc.).

To utilize a dictionary as a key, you need to transform it into a hashable representation. If the dictionary solely contains immutable values, you can achieve this by freezing it into an immutable data structure:

<code class="python">key = frozenset(dict_key.items())</code>

Now, you can employ 'key' as a key in other dictionaries or sets:

<code class="python">some_dict[key] = True</code>

Keep in mind that you need to consistently use the frozen representation whenever you want to access data using the dictionary:

<code class="python">some_dict[dict_key]  # This will raise an error
some_dict[frozenset(dict_key.items())]  # This works</code>

In cases where the dictionary's values are themselves dictionaries or lists, you will need to employ recursive freezing to ensure hashability:

<code class="python">def freeze(d):
    if isinstance(d, dict):
        return frozenset((key, freeze(value)) for key, value in d.items())
    elif isinstance(d, list):
        return tuple(freeze(value) for value in d)
    return d</code>

By leveraging this function, you can freeze your dictionary and use it as a key in hashable structures:

<code class="python">frozen_dict = freeze(dict_key)
some_dict[frozen_dict] = True</code>

The above is the detailed content of How to Use Dictionaries as Keys in Python: Resolving the \"TypeError: unhashable type: \'dict\'\" Error. For more information, please follow other related articles on the PHP Chinese website!