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added Hash Table #160

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Merged
TheSTL merged 13 commits into master from hash-table
Dec 1, 2019
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d221391
update: initial skeleton for Hash Table
ashokdey Nov 29, 2019
bd73d1f
update: change in the Node structure
ashokdey Nov 29, 2019
ae5ea99
update: added rehashing to avoid collision
ashokdey Nov 30, 2019
44c158a
fixes: better hash function, improved comments
ashokdey Nov 30, 2019
62c6b71
update: change in threshold value
ashokdey Nov 30, 2019
7ff8276
update: entry in README
ashokdey Nov 30, 2019
22c6465
update: added list of contributors
ashokdey Nov 30, 2019
2060a13
update: delete key of hash table
ashokdey Nov 30, 2019
3a09fef
fix: renamed to remove()
ashokdey Nov 30, 2019
02fec4f
update: options added to refect corner case testing
ashokdey Nov 30, 2019
3c45b0b
update: implementation of remove()
ashokdey Nov 30, 2019
cffd6e2
update: remove() logic change
ashokdey Nov 30, 2019
ea7853e
update: override the value for same key
ashokdey Dec 1, 2019
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9 changes: 9 additions & 0 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,15 @@ This repo contains the following sections implemented in **JavaScript**

Find the detailed contents and problem list here: [Table Of Contents](TOC.md)

## Contributors

| Name | Twitter | LinkedIn | Website |
| ----------------------------------------- | ------------------------------------------- | --------------------------------------------- | ------------------------------------------ |
| [Ashok Dey](https://github.com/ashokdey) | [ashokdey\_](https://twitter.com/ashokdey_) | [Ashok Dey](https://linkedin.com/in/ashokdey) | [https://ashokdey.in](https://ashokdey.in) |
| [Ashu Deshwal](https://github.com/TheSTL) | [\_TheSTL\_](https://twitter.com/_TheSTL_) | - | - |

[Detailed list of contributors](https://github.com/knaxus/problem-solving-javascript/graphs/contributors)

## Contribution Guide

It's great to know that you want to contribute to this repo. Thanks for taking interest. please fing the [guide here](https://github.com/knaxus/problem-solving-javascript/blob/master/CONTRIBUTING.md)
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1 change: 1 addition & 0 deletions TOC.md
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Expand Up @@ -49,6 +49,7 @@
- Problems
- [K Largest Elements](src/_DataStructures_/Heaps/k-largest-in-array)
- [K Smallest Elements](src/_DataStructures_/Heaps/k-smallest-in-array)
- [Hash Table](src/_DataStructures_/HashTable)

### Logical Problems

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9 changes: 9 additions & 0 deletions src/_DataStructures_/HashTable/HashEntry.js
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@@ -0,0 +1,9 @@
class HashEntry {
constructor({ key, value }) {
this.key = key;
this.value = value;
this.next = null;
}
}

module.exports = HashEntry;
225 changes: 225 additions & 0 deletions src/_DataStructures_/HashTable/index.js
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@@ -0,0 +1,225 @@
const HashEntry = require('./HashEntry');

class HashTable {
constructor(slots, { allowResize = true, strongHash = true, custonHash = null }) {
// init with a default set of slots
this.slot = slots || 19;
// size to hold the current size
// and help to resize when the table is half filled
this.size = 0;
// threshold (let it be 70%)
this.threshold = 0.7;
// the main bucket
this.bucket = new Array(this.slot);
this.allowResize = allowResize;
this.strongHash = strongHash;
if (custonHash) {
// eslint-disable-next-line no-underscore-dangle
this._hash = custonHash;
}

// fill the bucket with null
for (let i = 0; i < this.slot; i += 1) this.bucket[i] = null;
}

_hash(key) {
// convert the key to String;
const stringKey = String(key);

let index = 0;
const PRIME_MULTIPLIER = 1801; // Random prime number
const PRIME_ADDER = 2029; // Random prime number

// loop till the length of the key or max 100
const loopTill = Math.min(stringKey.length, 100);

for (let i = 0; i < loopTill; i += 1) {
const char = stringKey[i];
const value = char.charCodeAt(0) - 96;
index = (index * PRIME_MULTIPLIER + value) % this.bucket.length;
if (this.strongHash) {
index = (index + PRIME_ADDER) % this.bucket.length;
}
}
return index;
}

_resize() {
const oldSlot = this.slot;
const oldBucket = this.bucket;

this.slot = oldSlot * 2;
const newBucket = new Array(this.slot);
// fill the new bucket with nulls
for (let i = 0; i < this.slot; i += 1) newBucket[i] = null;

this.bucket = newBucket;

for (let i = 0; i < oldSlot; i += 1) {
if (oldBucket[i]) {
let head = oldBucket[i];

while (head !== null) {
const { key, value } = head;
// eslint-disable-next-line no-underscore-dangle
const newIndex = this._hash(key);
// eslint-disable-next-line no-underscore-dangle
this._push(newIndex, { key, value });
head = head.next;
}
}
}
}

_push(index, value) {
/**
* Utility to add a SLL to the index in case of more than one
* key hashes to the same index
*/
const node = new HashEntry(value);
if (!this.bucket[index]) {
this.bucket[index] = node;
this.size += 1;
return index;
}

let head = this.bucket[index];
// extract the key and see if it already exists
const { key, value: newValue } = value;

// traverse to the end
while (head.next !== null) {
if (head.key === key) {
// overridet the value with the new value
head.value = newValue;
return index;
}
head = head.next;
}
// if the key was not found
head.next = node;
this.size += 1;
return index;
}

_value(index, key) {
let head = this.bucket[index];
while (head !== null) {
if (head.key === key) {
return head.value;
}
head = head.next;
}
return null;
}

// eslint-disable-next-line class-methods-use-this
_convertNodesToSLL(nodeCollection) {
// convert collection of nodes into a SLL
let head = nodeCollection[0];
const start = head;
let i = 1;
while (i < nodeCollection.length) {
head.next = nodeCollection[i];
i += 1;
head = head.next;
}

return start;
}

set(key, value) {
// eslint-disable-next-line no-underscore-dangle
const index = this._hash(key);
// storing value as an key-value pair
// eslint-disable-next-line no-underscore-dangle
this._push(index, { key, value });

/**
* calculate the load factor, if it's greater than threshold
* resize the hash table
*/
const loadFactor = Number((this.size / this.slot).toFixed(1));
if (loadFactor > this.threshold && this.allowResize) {
// console.log('Resizing hash table');
// eslint-disable-next-line no-underscore-dangle
this._resize();
}
}

get(key) {
// get the index for the given key
// eslint-disable-next-line no-underscore-dangle
const index = this._hash(key);
if (!this.bucket[index]) return null;
// eslint-disable-next-line no-underscore-dangle
return this._value(index, key);
}

remove(key) {
// get the index
// eslint-disable-next-line no-underscore-dangle
const index = this._hash(key);

// get the SLL using the index
let head = this.bucket[index];
// return null if the head is null
if (!head) {
return null;
}

if (head.key === key) {
let node = head;
this.bucket[index] = head.next;
const val = { key, value: node.value };
node = null;
this.size -= 1;
return val;
}

let previous = null;

while (head !== null) {
if (head.key === key) {
let node = head;
previous.next = head.next;
this.size -= 1;
const res = { key, value: node.value };
node = null;
return res;
}
previous = head;
head = head.next;
}
return null;
}

getSize() {
return this.size;
}

isEmpty() {
return this.size === 0;
}
}

// const ht = new HashTable(5, { allowResize: false, strongHash: false });
// ht.set('maroon', 'I maroon');
// ht.set('hello', 'I am a new value');
// console.log(ht.bucket);
// ht.set('hell', 'Bad value');
// ht.set('hello', 'I am a yet another value');
// ht.set('yellow', 'I am yellow');

// console.log(ht.get('hello'));
// console.log(ht.get('maroon'));
// console.log(ht.bucket);

// console.log('deleting hello........');
// console.log(ht.remove('hello'));
// console.log(ht.bucket);

// console.log(ht.remove('yellow'));
// console.log(ht.bucket);

module.exports = HashTable;
4 changes: 2 additions & 2 deletions src/_DataStructures_/LinkedList/index.js
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@@ -1,8 +1,8 @@
// do not change the node class, you never know how many things it caan break! :)
// do not change the node class, you never know how many things it caan break! :)
class Node {
constructor(data, next) {
this.data = data;
this.next = next;
this.next = next || null;
}
}

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