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What happens under the hood when adding an element to a dictionary?
sobes.tech AI
Answer from AI
When an element is added to a dictionary (dict) in Python, the following occurs:
- The hash of the key is computed — the
__hash__function of the key is called. - The index in the hash table is determined — the position in the array is calculated based on the hash.
- The cell occupancy is checked:
- If the cell is free, the element is inserted.
- If it is occupied, collision resolution occurs (in CPython, open addressing with probing is used).
- If the load factor of the table exceeds a threshold, the hash table is resized and elements are redistributed.
Thus, adding an element involves inserting a key-value pair into the hash table with collision control and dynamic resizing to maintain performance.