Middle — Senior
What data structure underlies the dict in Python? How are collisions resolved?
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Answer from AI
In Python, dict is implemented based on a hash table with open addressing and the use of open addressing with probing.
Main points:
- Keys are hashed to obtain an index in the array.
- When a collision occurs (when two keys have the same index), a probing method is used, where the next free cell is searched according to a specific algorithm.
- In Python 3.6+, an ordered dictionary implementation is used, which preserves the insertion order.
Collision resolution examples include linear probing or double hashing, but in CPython, a variable step probing algorithm is used to reduce clustering.
This ensures efficient access, insertion, and deletion of elements.