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Hash table with frequency of words
I’m trying to create a hash table where I have a set of words, with their frequency (of the occurrence of the words).
My question is, is there a more efficient way of creating this hash table than simply using a hash table, and checking each of the values the words are put into, with their frequency?
And would this approach be more efficient?
A:
Short Answer: Yes, there are much more efficient ways to do this.
Long Answer: For a memory efficient implementation of the data structure, you need an Array where the length of the array is the size of the hash table. This can be done using a re-hash function.
When you add an element, you first find the hash bucket. If the bucket doesn’t have enough space, rehash the bucket and then call the add(key, value) method of the array on the new bucket. For each element stored in a hash bucket, you need to access the list. For each element in the list, you have to check if that element is present in the hash table. The list can be implemented as a Set.
In the case of a frequency data structure, I would do the same with a slightly modified add(key, value). When you add a key/value pair, you increase a counter or other counter variable and when you find an element with the same key in the hash bucket, you add the same number of times.
The Pre-Emission Period: Microbial Lipid, Glucose and Energy Storage Mechanism of Potato Tubers.
The potato tubers, representing a major renewable crop resource, have evolved to be an important food and feed source. However, the pre-emission period, the critical time for crop production and development, remains unclear. To characterize the changes of potato tuber during this period, the formation of lipid, glucose and energy storage products was observed and analyzed, and the results indicated that the pre-emission period could be divided into five growth stages. The lipid content, glucose, and energy storage proteins/enzymes changed most significantly in stages III and V. The expression of genes related to lipid, glucose and energy storage products was quantified and analyzed
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