Junior — Middle
Can you explain how the set (set) is implemented in Python and how it works internally?
sobes.tech AI
Answer from AI
A set in Python is implemented based on a hash table. Inside the set, unique hashable objects are stored, using their hash values for quick access.
Main implementation points:
- Each element of the set is hashed using the
__hash__()function. - Elements are placed in an array (buckets) by an index computed from the hash.
- In case of collisions, open addressing (linear or double probing) is used to find a free slot.
- Operations like adding, removing, and checking for an element work on average in O(1) time.
Example:
s = set()
s.add('apple') # 'apple' is hashed and placed in the table
print('apple' in s) # Fast existence check
Thus, the set provides efficient storage of unique elements and quick access to them through hashing.