Hashtable

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  • Hashing is designed to solve the problem of needing to efficiently find or store an item in a collection. It is a technique to narrow down the search space.
  • Hashing means using some function or algorithm to map object data to some representative integer value.
  • One basic approach. Calculate a hash for each key and store the hash value in an array index of the same value. Store the key, value pair in the same index positions in other arrays.
  • However, this approach suffers from wasted space in the array - for those array indexes for which corresponding hash values are never generated.
  • Another problem is collisions - a single hash value can represent many keys.
  • To solve wasted space use : hashcode modulo arraysize.
  • To solve collisions use linkedlists to store key->value pairs for each hash value.