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LinearProbingHashST.h
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#ifndef CH3_LINEARPROBINGHASHST_H
#define CH3_LINEARPROBINGHASHST_H
#include <vector>
#include <stdexcept>
#include <queue>
using std::vector;
using std::runtime_error;
using std::queue;
/**
* The {@code LinearProbingHashST} class represents a symbol table of generic
* key-value pairs.
* It supports the usual <em>put</em>, <em>get</em>, <em>contains</em>,
* <em>delete</em>, <em>size</em>, and <em>is-empty</em> methods.
* It also provides a <em>keys</em> method for iterating over all of the keys.
* A symbol table implements the <em>associative array</em> abstraction:
* when associating a value with a key that is already in the symbol table,
* the convention is to replace the old value with the new value.
* Unlike {@link java.util.Map}, this class uses the convention that
* values cannot be {@code null}—setting the
* value associated with a key to {@code null} is equivalent to deleting the key
* from the symbol table.
* <p>
* This implementation uses a linear probing hash table. It requires that
* the key type overrides the {@code equals()} and {@code hashCode()} methods.
* The expected time per <em>put</em>, <em>contains</em>, or <em>remove</em>
* operation is constant, subject to the uniform hashing assumption.
* The <em>size</em>, and <em>is-empty</em> operations take constant time.
* Construction takes constant time.
* <p>
* For additional documentation, see <a href="https://algs4.cs.princeton.edu/34hash">Section 3.4</a> of
* <i>Algorithms, 4th Edition</i> by Robert Sedgewick and Kevin Wayne.
* For other implementations, see {@link ST}, {@link BinarySearchST},
* {@link SequentialSearchST}, {@link BST}, {@link RedBlackBST}, and
* {@link SeparateChainingHashST},
*
* @author Robert Sedgewick
* @author Kevin Wayne
*/
template<typename Key, typename Value>
class LinearProbingHashST {
public:
/**
* Initializes an empty symbol table with the specified initial capacity.
*
* @param capacity the initial capacity
*/
LinearProbingHashST(int capacity) : m(capacity), n(0), keys(capacity), vals(capacity), flags(capacity, true) {}
/**
* Initializes an empty symbol table.
*/
LinearProbingHashST() : LinearProbingHashST(INIT_CAPACITY) {}
/**
* Returns the number of key-value pairs in this symbol table.
*
* @return the number of key-value pairs in this symbol table
*/
int size() {
return n;
}
/**
* Returns true if this symbol table is empty.
*
* @return {@code true} if this symbol table is empty;
* {@code false} otherwise
*/
bool isEmpty() {
return size() == 0;
}
/**
* Returns true if this symbol table contains the specified key.
*
* @param key the key
* @return {@code true} if this symbol table contains {@code key};
* {@code false} otherwise
* @throws IllegalArgumentException if {@code key} is {@code null}
*/
bool contains(Key key) {
for (int i = hash(key); !flags[i]; i = (i + 1) % m)
if (keys[i] == key)
return true;
return false;
}
/**
* Inserts the specified key-value pair into the symbol table, overwriting the old
* value with the new value if the symbol table already contains the specified key.
* Deletes the specified key (and its associated value) from this symbol table
* if the specified value is {@code null}.
*
* @param key the key
* @param val the value
* @throws IllegalArgumentException if {@code key} is {@code null}
*/
void put(Key key, Value val) {
// double table size if 50% full
if (n >= m / 2) resize(2 * m);
int i;
for (i = hash(key); !flags[i]; i = (i + 1) % m) {
if (keys[i] == key) {
vals[i] = val;
return;
}
}
keys[i] = key;
vals[i] = val;
flags[i] = false;
n++;
}
/**
* Returns the value associated with the specified key.
* @param key the key
* @return the value associated with {@code key};
* {@code null} if no such value
* @throws IllegalArgumentException if {@code key} is {@code null}
*/
Value get(Key key) {
for (int i = hash(key); !flags[i]; i = (i + 1) % m)
if (keys[i] == key)
return vals[i];
throw runtime_error("illegal key");
}
/**
* Removes the specified key and its associated value from this symbol table
* (if the key is in this symbol table).
*
* @param key the key
* @throws IllegalArgumentException if {@code key} is {@code null}
*/
void delete_op(Key key) {
if (!contains(key)) return;
// find position i of key
int i = hash(key);
while (key != keys[i]) {
i = (i + 1) % m;
}
// delete key and associated value
flags[i] = true;
// rehash all keys in same cluster
i = (i + 1) % m;
while (!flags[i]) {
// delete keys[i] an vals[i] and reinsert
Key keyToRehash = keys[i];
Value valToRehash = vals[i];
flags[i] = true;
n--;
put(keyToRehash, valToRehash);
i = (i + 1) % m;
}
n--;
// halves size of array if it's 12.5% full or less
if (n > 0 && n <= m / 8) resize(m / 2);
}
private:
class Iterator {
queue<Key> q;
public:
Iterator(vector<Key> &k, vector<bool> &flag, int m) {
for (int i = 0; i < m; ++i) {
if (!flag[i])
q.push(k[i]);
}
}
Key &operator*() {
return q.front();
}
Iterator &operator++() {
q.pop();
return *this;
}
bool operator!=(const Iterator &it) { return !q.empty(); }
};
public:
Iterator begin() { return {keys, flags, m}; };
Iterator end() { return {keys, flags, m}; };
private:
// hash function for keys - returns value between 0 and M-1
int hash(Key key) {
return (std::hash<Key>()(key) & 0x7fffffff) % m;
}
// resizes the hash table to the given capacity by re-hashing all of the keys
void resize(int capacity) {
vector<bool> tf(flags.begin(), flags.end());
int tmp = m;
keys.resize(capacity);
vals.resize(capacity);
flags.resize(capacity);
flags.assign(capacity, true);
m = capacity;
for (int i = 0; i < tmp; ++i) {
if (!tf[i]) {
this->put(keys[i], vals[i]);
}
}
}
private:
static int INIT_CAPACITY;
int n; // number of key-value pairs in the symbol table
int m; // size of linear probing table
vector<Key> keys; // the keys
vector<Value> vals; // the values
vector<bool> flags; // to tell whether this position is "usable"
};
template<typename Key, typename Value>
int LinearProbingHashST<Key, Value>::INIT_CAPACITY = 4;
#endif //CH3_LINEARPROBINGHASHST_H