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* feat(compression): Add LZW and Arithmetic Coding algorithms * test(compression): Improve test coverage for LZW and ArithmeticCoding * style(compression): fix code style
155 lines
6.7 KiB
Java
155 lines
6.7 KiB
Java
package com.thealgorithms.compression;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertNotNull;
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import static org.junit.jupiter.api.Assertions.assertThrows;
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import static org.junit.jupiter.api.Assertions.assertTrue;
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import java.math.BigDecimal;
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import java.util.HashMap;
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import java.util.Map;
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import org.junit.jupiter.api.Test;
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class ArithmeticCodingTest {
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@Test
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void testThrowsExceptionForNullOrEmptyInput() {
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// Test that null input throws IllegalArgumentException
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assertThrows(IllegalArgumentException.class, () -> ArithmeticCoding.compress(null));
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// Test that empty string throws IllegalArgumentException
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assertThrows(IllegalArgumentException.class, () -> ArithmeticCoding.compress(""));
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}
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@Test
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void testCompressionAndDecompressionSimple() {
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String original = "BABA";
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Map<Character, ArithmeticCoding.Symbol> probTable = ArithmeticCoding.calculateProbabilities(original);
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BigDecimal compressed = ArithmeticCoding.compress(original);
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// Verify that compression produces a valid number in [0, 1)
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assertNotNull(compressed);
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assertTrue(compressed.compareTo(BigDecimal.ZERO) >= 0);
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assertTrue(compressed.compareTo(BigDecimal.ONE) < 0);
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// Verify decompression restores the original string
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String decompressed = ArithmeticCoding.decompress(compressed, original.length(), probTable);
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assertEquals(original, decompressed);
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}
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@Test
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void testSymmetryWithComplexString() {
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String original = "THE_QUICK_BROWN_FOX_JUMPS_OVER_THE_LAZY_DOG";
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Map<Character, ArithmeticCoding.Symbol> probTable = ArithmeticCoding.calculateProbabilities(original);
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BigDecimal compressed = ArithmeticCoding.compress(original);
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// Verify compression produces a number in valid range
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assertTrue(compressed.compareTo(BigDecimal.ZERO) >= 0);
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assertTrue(compressed.compareTo(BigDecimal.ONE) < 0);
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// Verify symmetry: decompress(compress(x)) == x
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String decompressed = ArithmeticCoding.decompress(compressed, original.length(), probTable);
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assertEquals(original, decompressed);
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}
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@Test
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void testSymmetryWithRepetitions() {
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String original = "MISSISSIPPI";
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Map<Character, ArithmeticCoding.Symbol> probTable = ArithmeticCoding.calculateProbabilities(original);
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BigDecimal compressed = ArithmeticCoding.compress(original);
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// Verify compression produces a number in valid range
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assertTrue(compressed.compareTo(BigDecimal.ZERO) >= 0);
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assertTrue(compressed.compareTo(BigDecimal.ONE) < 0);
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// Verify the compression-decompression cycle
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String decompressed = ArithmeticCoding.decompress(compressed, original.length(), probTable);
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assertEquals(original, decompressed);
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}
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@Test
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void testSingleCharacterString() {
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String original = "AAAAA";
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Map<Character, ArithmeticCoding.Symbol> probTable = ArithmeticCoding.calculateProbabilities(original);
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BigDecimal compressed = ArithmeticCoding.compress(original);
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// Even with a single unique character, compression should work
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assertTrue(compressed.compareTo(BigDecimal.ZERO) >= 0);
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assertTrue(compressed.compareTo(BigDecimal.ONE) < 0);
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String decompressed = ArithmeticCoding.decompress(compressed, original.length(), probTable);
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assertEquals(original, decompressed);
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}
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@Test
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void testCompressionOutputDemo() {
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// Demonstrate actual compression output similar to LZW test
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String original = "BABA";
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BigDecimal compressed = ArithmeticCoding.compress(original);
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// Example: "BABA" compresses to approximately 0.625
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// This shows that the entire message is encoded as a single number
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System.out.println("Original: " + original);
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System.out.println("Compressed to: " + compressed);
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System.out.println("Compression: " + original.length() + " characters -> 1 BigDecimal number");
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// Verify the compressed value is in valid range [0, 1)
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assertTrue(compressed.compareTo(BigDecimal.ZERO) >= 0);
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assertTrue(compressed.compareTo(BigDecimal.ONE) < 0);
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}
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@Test
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void testProbabilityTableCalculation() {
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// Test that probability table is calculated correctly
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String text = "AABBC";
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Map<Character, ArithmeticCoding.Symbol> probTable = ArithmeticCoding.calculateProbabilities(text);
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// Verify all characters are in the table
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assertTrue(probTable.containsKey('A'));
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assertTrue(probTable.containsKey('B'));
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assertTrue(probTable.containsKey('C'));
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// Verify probability ranges are valid
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for (ArithmeticCoding.Symbol symbol : probTable.values()) {
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assertTrue(symbol.low().compareTo(BigDecimal.ZERO) >= 0);
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assertTrue(symbol.high().compareTo(BigDecimal.ONE) <= 0);
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assertTrue(symbol.low().compareTo(symbol.high()) < 0);
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}
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}
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@Test
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void testDecompressionWithMismatchedProbabilityTable() {
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// Test decompression with a probability table that doesn't match the original
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String original = "ABCD";
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BigDecimal compressed = ArithmeticCoding.compress(original);
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// Create a different probability table (for "XYZ" instead of "ABCD")
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Map<Character, ArithmeticCoding.Symbol> wrongProbTable = ArithmeticCoding.calculateProbabilities("XYZ");
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// Decompression with wrong probability table should produce incorrect output
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String decompressed = ArithmeticCoding.decompress(compressed, original.length(), wrongProbTable);
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// The decompressed string will be different from original (likely all 'X', 'Y', or 'Z')
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// This tests the edge case where the compressed value doesn't fall into expected ranges
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assertNotNull(decompressed);
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assertEquals(original.length(), decompressed.length());
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}
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@Test
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void testDecompressionWithValueOutsideSymbolRanges() {
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// Create a custom probability table
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Map<Character, ArithmeticCoding.Symbol> probTable = new HashMap<>();
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probTable.put('A', new ArithmeticCoding.Symbol(new BigDecimal("0.0"), new BigDecimal("0.5")));
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probTable.put('B', new ArithmeticCoding.Symbol(new BigDecimal("0.5"), new BigDecimal("1.0")));
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// Use a compressed value that should decode properly
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BigDecimal compressed = new BigDecimal("0.25"); // Falls in 'A' range
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String decompressed = ArithmeticCoding.decompress(compressed, 3, probTable);
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// Verify decompression completes (even if result might not be meaningful)
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assertNotNull(decompressed);
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assertEquals(3, decompressed.length());
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}
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}
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