Add tests, remove main, improve docs in InterpolationSearch (#5666)

This commit is contained in:
Hardik Pawar
2024-10-11 01:06:38 +05:30
committed by GitHub
parent d197fc7df2
commit ba3d3bf54e
3 changed files with 108 additions and 30 deletions

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@ -1004,6 +1004,7 @@
* [ExponentialSearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/ExponentialSearchTest.java) * [ExponentialSearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/ExponentialSearchTest.java)
* [FibonacciSearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/FibonacciSearchTest.java) * [FibonacciSearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/FibonacciSearchTest.java)
* [HowManyTimesRotatedTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/HowManyTimesRotatedTest.java) * [HowManyTimesRotatedTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/HowManyTimesRotatedTest.java)
* [InterpolationSearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/InterpolationSearchTest.java)
* [KMPSearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/KMPSearchTest.java) * [KMPSearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/KMPSearchTest.java)
* [OrderAgnosticBinarySearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/OrderAgnosticBinarySearchTest.java) * [OrderAgnosticBinarySearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/OrderAgnosticBinarySearchTest.java)
* [PerfectBinarySearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/PerfectBinarySearchTest.java) * [PerfectBinarySearchTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/searches/PerfectBinarySearchTest.java)

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@ -1,25 +1,31 @@
package com.thealgorithms.searches; package com.thealgorithms.searches;
import java.util.Arrays;
import java.util.Random;
import java.util.stream.IntStream;
/** /**
* Interpolation search algorithm implementation * InterpolationSearch is an algorithm that searches for a target value within a sorted array
* by estimating the position based on the values at the corners of the current search range.
* *
* <p> * <p>
* Worst-case performance O(n) Best-case performance O(1) Average performance * The performance of this algorithm can vary:
* O(log(log(n))) if the elements are uniformly distributed if not O(n) * - Worst-case performance: O(n)
* Worst-case space complexity O(1) * - Best-case performance: O(1)
* - Average performance: O(log(log(n))) if the elements are uniformly distributed; otherwise O(n)
* - Worst-case space complexity: O(1)
* </p>
*
* <p>
* This search algorithm requires the input array to be sorted.
* </p>
* *
* @author Podshivalov Nikita (https://github.com/nikitap492) * @author Podshivalov Nikita (https://github.com/nikitap492)
*/ */
class InterpolationSearch { class InterpolationSearch {
/** /**
* @param array is a sorted array * Finds the index of the specified key in a sorted array using interpolation search.
* @param key is a value what shoulb be found in the array *
* @return an index if the array contains the key unless -1 * @param array The sorted array to search.
* @param key The value to search for.
* @return The index of the key if found, otherwise -1.
*/ */
public int find(int[] array, int key) { public int find(int[] array, int key) {
// Find indexes of two corners // Find indexes of two corners
@ -48,23 +54,4 @@ class InterpolationSearch {
} }
return -1; return -1;
} }
// Driver method
public static void main(String[] args) {
Random r = new Random();
int size = 100;
int maxElement = 100000;
int[] integers = IntStream.generate(() -> r.nextInt(maxElement)).limit(size).sorted().toArray();
// the element that should be found
int shouldBeFound = integers[r.nextInt(size - 1)];
InterpolationSearch search = new InterpolationSearch();
int atIndex = search.find(integers, shouldBeFound);
System.out.printf("Should be found: %d. Found %d at index %d. An array length %d%n", shouldBeFound, integers[atIndex], atIndex, size);
int toCheck = Arrays.binarySearch(integers, shouldBeFound);
System.out.printf("Found by system method at an index: %d. Is equal: %b%n", toCheck, toCheck == atIndex);
}
} }

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@ -0,0 +1,90 @@
package com.thealgorithms.searches;
import static org.junit.jupiter.api.Assertions.assertEquals;
import java.util.stream.IntStream;
import org.junit.jupiter.api.Test;
/**
* Unit tests for the InterpolationSearch class.
*/
class InterpolationSearchTest {
/**
* Test for basic interpolation search functionality when the element is found.
*/
@Test
void testInterpolationSearchFound() {
InterpolationSearch interpolationSearch = new InterpolationSearch();
int[] array = {1, 2, 4, 8, 16, 32, 64, 128, 256, 512};
int key = 128;
int expectedIndex = 7; // Index of the key in the array
assertEquals(expectedIndex, interpolationSearch.find(array, key), "The index of the found element should be 7.");
}
/**
* Test for interpolation search when the element is not present in the array.
*/
@Test
void testInterpolationSearchNotFound() {
InterpolationSearch interpolationSearch = new InterpolationSearch();
int[] array = {1, 2, 4, 8, 16};
int key = 6; // Element not present in the array
assertEquals(-1, interpolationSearch.find(array, key), "The element should not be found in the array.");
}
/**
* Test for interpolation search with the first element as the key.
*/
@Test
void testInterpolationSearchFirstElement() {
InterpolationSearch interpolationSearch = new InterpolationSearch();
int[] array = {1, 2, 4, 8, 16};
int key = 1; // First element
assertEquals(0, interpolationSearch.find(array, key), "The index of the first element should be 0.");
}
/**
* Test for interpolation search with a single element not present.
*/
@Test
void testInterpolationSearchSingleElementNotFound() {
InterpolationSearch interpolationSearch = new InterpolationSearch();
int[] array = {1};
int key = 2; // Key not present
assertEquals(-1, interpolationSearch.find(array, key), "The element should not be found in the array.");
}
/**
* Test for interpolation search with an empty array.
*/
@Test
void testInterpolationSearchEmptyArray() {
InterpolationSearch interpolationSearch = new InterpolationSearch();
int[] array = {}; // Empty array
int key = 1; // Key not present
assertEquals(-1, interpolationSearch.find(array, key), "The element should not be found in an empty array.");
}
/**
* Test for interpolation search on large uniformly distributed array.
*/
@Test
void testInterpolationSearchLargeUniformArray() {
InterpolationSearch interpolationSearch = new InterpolationSearch();
int[] array = IntStream.range(0, 10000).map(i -> i * 2).toArray(); // Array from 0 to 19998, step 2
int key = 9998; // Last even number in the array
assertEquals(4999, interpolationSearch.find(array, key), "The index of the last element should be 4999.");
}
/**
* Test for interpolation search on large non-uniformly distributed array.
*/
@Test
void testInterpolationSearchLargeNonUniformArray() {
InterpolationSearch interpolationSearch = new InterpolationSearch();
int[] array = {1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144}; // Fibonacci numbers
int key = 21; // Present in the array
assertEquals(6, interpolationSearch.find(array, key), "The index of the found element should be 6.");
}
}