Junior — Middle
Can you explain how the set is implemented in Python and how it works internally?
sobes.tech AI
Answer from AI
In Python, a set is implemented as a hash table where elements are stored as keys without values. This provides fast access, addition, and removal of elements — on average in O(1) time.
Main implementation points:
- Each element must be hashable (immutable) so that its hash can be computed and its position in the table determined.
- When adding an element, its hash is computed, and the element is placed in the corresponding bucket.
- In case of collisions, open addressing or chaining methods are used (depending on implementation).
- When the load factor reaches a certain threshold, the table is resized to maintain performance.
Example of using a set:
s = set()
s.add(1)
s.add(2)
s.add(2) # duplicate will not be added
print(s) # {1, 2}
if 1 in s:
print("1 is in the set")
Thus, a set efficiently stores unique elements and provides fast lookup.