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What are the main conditions to consider when choosing a key for a hash table?

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Answer from AI

When choosing a key for a hash table in Python, it is important to consider the following conditions:

  • Hashability: The key must be an immutable object, such as strings, numbers, or tuples with immutable elements. This is necessary to ensure that the hash value of the key remains constant.

  • Proper implementation of __hash__ and __eq__ methods: Objects should correctly implement these methods so that the hash table can properly compare keys and distribute them across buckets.

  • Hash distribution: It is desirable for the hash function to distribute keys evenly to avoid collisions and improve performance.

Example of using a key in a dictionary:

key = (1, 'a')  # tuple — hashable key
my_dict = {key: 'value'}