Why do hash table lookups take O ( 1 ) time?

Under the appropriate assumptions on the hash function being used, we can say that hash table lookups take expected O (1) time (assuming you’re using a standard hashing scheme like linear probing or chained hashing). This means that on average, the amount of work that a hash table does to perform a lookup is at most some constant.
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