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Could you describe the functionality of hash maps in data structures and highlight their main features and benefits?

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Interview question asked to Frontend Engineers interviewing at Pocket Gems, F-Secure, Insomniac Games and others: Could you describe the functionality of hash maps in data structures and highlight their main features and benefits?.