/****************************************************************************** * Compilation: javac BinarySearchST.java * Execution: java BinarySearchST * Dependencies: StdIn.java StdOut.java * Data files: https://algs4.cs.princeton.edu/31elementary/tinyST.txt * * Symbol table implementation with binary search in an ordered array. * * % more tinyST.txt * S E A R C H E X A M P L E * * % java BinarySearchST < tinyST.txt * A 8 * C 4 * E 12 * H 5 * L 11 * M 9 * P 10 * R 3 * S 0 * X 7 * ******************************************************************************/ package edu.princeton.cs.algs4; import java.util.NoSuchElementException; /** * The {@code BST} class represents an ordered symbol table of generic * key-value pairs. * It supports the usual put, get, contains, * delete, size, and is-empty methods. * It also provides ordered methods for finding the minimum, * maximum, floor, select, and ceiling. * It also provides a keys method for iterating over all of the keys. * A symbol table implements the associative array 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. *

* It requires that * the key type implements the {@code Comparable} interface and calls the * {@code compareTo()} and method to compare two keys. It does not call either * {@code equals()} or {@code hashCode()}. *

* This implementation uses a sorted array. * The put and remove operations take Θ(n) * time in the worst case. * The contains, ceiling, floor, * and rank operations take Θ(log n) time in the worst * case. * The size, is-empty, minimum, maximum, * and select operations take Θ(1) time. * Construction takes Θ(1) time. *

* For alternative implementations of the symbol table API, * see {@link ST}, {@link BST}, {@link SequentialSearchST}, {@link RedBlackBST}, * {@link SeparateChainingHashST}, and {@link LinearProbingHashST}, * For additional documentation, * see Section 3.1 of * Algorithms, 4th Edition by Robert Sedgewick and Kevin Wayne. */ public class BinarySearchST, Value> { private static final int INIT_CAPACITY = 2; private Key[] keys; private Value[] vals; private int n = 0; /** * Initializes an empty symbol table. */ public BinarySearchST() { this(INIT_CAPACITY); } /** * Initializes an empty symbol table with the specified initial capacity. * @param capacity the maximum capacity */ public BinarySearchST(int capacity) { keys = (Key[]) new Comparable[capacity]; vals = (Value[]) new Object[capacity]; } // resize the underlying arrays private void resize(int capacity) { assert capacity >= n; Key[] tempk = (Key[]) new Comparable[capacity]; Value[] tempv = (Value[]) new Object[capacity]; for (int i = 0; i < n; i++) { tempk[i] = keys[i]; tempv[i] = vals[i]; } vals = tempv; keys = tempk; } /** * Returns the number of key-value pairs in this symbol table. * * @return the number of key-value pairs in this symbol table */ public int size() { return n; } /** * Returns true if this symbol table is empty. * * @return {@code true} if this symbol table is empty; * {@code false} otherwise */ public boolean isEmpty() { return size() == 0; } /** * Does this symbol table contain the given key? * * @param key the key * @return {@code true} if this symbol table contains {@code key} and * {@code false} otherwise * @throws IllegalArgumentException if {@code key} is {@code null} */ public boolean contains(Key key) { if (key == null) throw new IllegalArgumentException("argument to contains() is null"); return get(key) != null; } /** * Returns the value associated with the given key in this symbol table. * * @param key the key * @return the value associated with the given key if the key is in the symbol table * and {@code null} if the key is not in the symbol table * @throws IllegalArgumentException if {@code key} is {@code null} */ public Value get(Key key) { if (key == null) throw new IllegalArgumentException("argument to get() is null"); if (isEmpty()) return null; int i = rank(key); if (i < n && keys[i].compareTo(key) == 0) return vals[i]; return null; } /** * Returns the number of keys in this symbol table strictly less than {@code key}. * * @param key the key * @return the number of keys in the symbol table strictly less than {@code key} * @throws IllegalArgumentException if {@code key} is {@code null} */ public int rank(Key key) { if (key == null) throw new IllegalArgumentException("argument to rank() is null"); int lo = 0, hi = n-1; while (lo <= hi) { int mid = lo + (hi - lo) / 2; int cmp = key.compareTo(keys[mid]); if (cmp < 0) hi = mid - 1; else if (cmp > 0) lo = mid + 1; else return mid; } return lo; } /** * 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} */ public void put(Key key, Value val) { if (key == null) throw new IllegalArgumentException("first argument to put() is null"); if (val == null) { delete(key); return; } int i = rank(key); // key is already in table if (i < n && keys[i].compareTo(key) == 0) { vals[i] = val; return; } // insert new key-value pair if (n == keys.length) resize(2*keys.length); for (int j = n; j > i; j--) { keys[j] = keys[j-1]; vals[j] = vals[j-1]; } keys[i] = key; vals[i] = val; n++; assert check(); } /** * Removes the specified key and associated value from this symbol table * (if the key is in the symbol table). * * @param key the key * @throws IllegalArgumentException if {@code key} is {@code null} */ public void delete(Key key) { if (key == null) throw new IllegalArgumentException("argument to delete() is null"); if (isEmpty()) return; // compute rank int i = rank(key); // key not in table if (i == n || keys[i].compareTo(key) != 0) { return; } for (int j = i; j < n-1; j++) { keys[j] = keys[j+1]; vals[j] = vals[j+1]; } n--; keys[n] = null; // to avoid loitering vals[n] = null; // resize if 1/4 full if (n > 0 && n == keys.length/4) resize(keys.length/2); assert check(); } /** * Removes the smallest key and associated value from this symbol table. * * @throws NoSuchElementException if the symbol table is empty */ public void deleteMin() { if (isEmpty()) throw new NoSuchElementException("Symbol table underflow error"); delete(min()); } /** * Removes the largest key and associated value from this symbol table. * * @throws NoSuchElementException if the symbol table is empty */ public void deleteMax() { if (isEmpty()) throw new NoSuchElementException("Symbol table underflow error"); delete(max()); } /*************************************************************************** * Ordered symbol table methods. ***************************************************************************/ /** * Returns the smallest key in this symbol table. * * @return the smallest key in this symbol table * @throws NoSuchElementException if this symbol table is empty */ public Key min() { if (isEmpty()) throw new NoSuchElementException("called min() with empty symbol table"); return keys[0]; } /** * Returns the largest key in this symbol table. * * @return the largest key in this symbol table * @throws NoSuchElementException if this symbol table is empty */ public Key max() { if (isEmpty()) throw new NoSuchElementException("called max() with empty symbol table"); return keys[n-1]; } /** * Return the kth smallest key in this symbol table. * * @param k the order statistic * @return the {@code k}th smallest key in this symbol table * @throws IllegalArgumentException unless {@code k} is between 0 and * n–1 */ public Key select(int k) { if (k < 0 || k >= size()) { throw new IllegalArgumentException("called select() with invalid argument: " + k); } return keys[k]; } /** * Returns the largest key in this symbol table less than or equal to {@code key}. * * @param key the key * @return the largest key in this symbol table less than or equal to {@code key} * @throws NoSuchElementException if there is no such key * @throws IllegalArgumentException if {@code key} is {@code null} */ public Key floor(Key key) { if (key == null) throw new IllegalArgumentException("argument to floor() is null"); int i = rank(key); if (i < n && key.compareTo(keys[i]) == 0) return keys[i]; if (i == 0) throw new NoSuchElementException("argument to floor() is too small"); else return keys[i-1]; } /** * Returns the smallest key in this symbol table greater than or equal to {@code key}. * * @param key the key * @return the smallest key in this symbol table greater than or equal to {@code key} * @throws NoSuchElementException if there is no such key * @throws IllegalArgumentException if {@code key} is {@code null} */ public Key ceiling(Key key) { if (key == null) throw new IllegalArgumentException("argument to ceiling() is null"); int i = rank(key); if (i == n) throw new NoSuchElementException("argument to ceiling() is too large"); else return keys[i]; } /** * Returns the number of keys in this symbol table in the specified range. * * @param lo minimum endpoint * @param hi maximum endpoint * @return the number of keys in this symbol table between {@code lo} * (inclusive) and {@code hi} (inclusive) * @throws IllegalArgumentException if either {@code lo} or {@code hi} * is {@code null} */ public int size(Key lo, Key hi) { if (lo == null) throw new IllegalArgumentException("first argument to size() is null"); if (hi == null) throw new IllegalArgumentException("second argument to size() is null"); if (lo.compareTo(hi) > 0) return 0; if (contains(hi)) return rank(hi) - rank(lo) + 1; else return rank(hi) - rank(lo); } /** * Returns all keys in this symbol table as an {@code Iterable}. * To iterate over all of the keys in the symbol table named {@code st}, * use the foreach notation: {@code for (Key key : st.keys())}. * * @return all keys in this symbol table */ public Iterable keys() { return keys(min(), max()); } /** * Returns all keys in this symbol table in the given range, * as an {@code Iterable}. * * @param lo minimum endpoint * @param hi maximum endpoint * @return all keys in this symbol table between {@code lo} * (inclusive) and {@code hi} (inclusive) * @throws IllegalArgumentException if either {@code lo} or {@code hi} * is {@code null} */ public Iterable keys(Key lo, Key hi) { if (lo == null) throw new IllegalArgumentException("first argument to keys() is null"); if (hi == null) throw new IllegalArgumentException("second argument to keys() is null"); Queue queue = new Queue(); if (lo.compareTo(hi) > 0) return queue; for (int i = rank(lo); i < rank(hi); i++) queue.enqueue(keys[i]); if (contains(hi)) queue.enqueue(keys[rank(hi)]); return queue; } /*************************************************************************** * Check internal invariants. ***************************************************************************/ private boolean check() { return isSorted() && rankCheck(); } // are the items in the array in ascending order? private boolean isSorted() { for (int i = 1; i < size(); i++) if (keys[i].compareTo(keys[i-1]) < 0) return false; return true; } // check that rank(select(i)) = i private boolean rankCheck() { for (int i = 0; i < size(); i++) if (i != rank(select(i))) return false; for (int i = 0; i < size(); i++) if (keys[i].compareTo(select(rank(keys[i]))) != 0) return false; return true; } /** * Unit tests the {@code BinarySearchST} data type. * * @param args the command-line arguments */ public static void main(String[] args) { BinarySearchST st = new BinarySearchST(); for (int i = 0; !StdIn.isEmpty(); i++) { String key = StdIn.readString(); st.put(key, i); } for (String s : st.keys()) StdOut.println(s + " " + st.get(s)); } } /****************************************************************************** * Copyright 2002-2022, Robert Sedgewick and Kevin Wayne. * * This file is part of algs4.jar, which accompanies the textbook * * Algorithms, 4th edition by Robert Sedgewick and Kevin Wayne, * Addison-Wesley Professional, 2011, ISBN 0-321-57351-X. * http://algs4.cs.princeton.edu * * * algs4.jar is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * algs4.jar is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with algs4.jar. If not, see http://www.gnu.org/licenses. ******************************************************************************/