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Benchmark.java
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237 lines (203 loc) · 7.63 KB
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package tree;
import interfaces.Entry;
import interfaces.Position;
import java.io.IOException;
import java.util.*;
import java.util.stream.IntStream;
public class Benchmark {
public static void main(String[] args) throws IOException {
// Test sizes
int[] sizes = {100, 500, 1000, 2000, 5000, 10000};
// Test patterns
String[] patterns = {"random", "ascending", "descending", "partially_sorted"};
for (int n : sizes) {
System.out.println("\n=== Benchmarking with n = " + n + " ===");
for (String pattern : patterns) {
System.out.println("\nPattern: " + pattern);
Integer[] data = generateData(n, pattern);
// Warm up JVM
warmUp();
// Run benchmarks
benchmarkTreap(data);
benchmarkAVLTreeMap(data);
benchmarkTreeMap(data);
}
}
}
private static Integer[] generateData(int n, String pattern) {
Integer[] data = new Integer[n];
switch (pattern) {
case "random":
Random random = new Random();
for (int i = 0; i < n; i++) {
data[i] = random.nextInt(n * 10);
}
break;
case "ascending":
for (int i = 0; i < n; i++) {
data[i] = i;
}
break;
case "descending":
for (int i = 0; i < n; i++) {
data[i] = n - i;
}
break;
case "partially_sorted":
for (int i = 0; i < n; i++) {
data[i] = i;
}
// Swap every 10th element
for (int i = 9; i < n; i += 10) {
int temp = data[i];
data[i] = data[i-5];
data[i-5] = temp;
}
break;
}
return data;
}
private static void warmUp() throws IOException {
// Warm up JVM with some dummy operations
TreeMap<Integer, Integer> dummy = new TreeMap<>();
for (int i = 0; i < 1000; i++) {
dummy.put(i, i);
dummy.get(i);
dummy.remove(i);
}
}
private static void benchmarkTreap(Integer[] data) {
System.out.println("\nTreap:");
Treap<Integer, Integer> treap = new Treap<>();
// Insertion
long start = System.nanoTime();
for (Integer key : data) {
try {
treap.put(key, key);
} catch (IOException e) {
e.printStackTrace();
}
}
long end = System.nanoTime();
System.out.printf("Insertion time: %.3f ms%n", (end - start) / 1_000_000.0);
// Search (successful)
start = System.nanoTime();
for (Integer key : data) {
try {
treap.get(key);
} catch (IOException e) {
e.printStackTrace();
}
}
end = System.nanoTime();
System.out.printf("Successful search time: %.3f ms%n", (end - start) / 1_000_000.0);
// Search (unsuccessful)
start = System.nanoTime();
for (Integer key : data) {
try {
treap.get(key + data.length); // Keys that don't exist
} catch (IOException e) {
e.printStackTrace();
}
}
end = System.nanoTime();
System.out.printf("Unsuccessful search time: %.3f ms%n", (end - start) / 1_000_000.0);
// In-order traversal
start = System.nanoTime();
Iterable<Position<Entry<Integer, Integer>>> entries = treap.tree.inorder();
for (Position<Entry<Integer, Integer>> entry : entries) {
// Just iterate
}
end = System.nanoTime();
System.out.printf("Traversal time: %.3f ms%n", (end - start) / 1_000_000.0);
// Deletion
// start = System.nanoTime();
// for (Integer key : data) {
// try {
// treap.remove(key);
// } catch (IOException e) {
// e.printStackTrace();
// }
// }
// end = System.nanoTime();
// System.out.printf("Deletion time: %.3f ms%n", (end - start) / 1_000_000.0);
}
private static void benchmarkAVLTreeMap(Integer[] data) throws IOException {
System.out.println("\nAVLTreeMap:");
AVLTreeMap<Integer, Integer> avl = new AVLTreeMap<>();
// Insertion
long start = System.nanoTime();
for (Integer key : data) {
avl.put(key, key);
}
long end = System.nanoTime();
System.out.printf("Insertion time: %.3f ms%n", (end - start) / 1_000_000.0);
// Search (successful)
start = System.nanoTime();
for (Integer key : data) {
avl.get(key);
}
end = System.nanoTime();
System.out.printf("Successful search time: %.3f ms%n", (end - start) / 1_000_000.0);
// Search (unsuccessful)
start = System.nanoTime();
for (Integer key : data) {
avl.get(key + data.length); // Keys that don't exist
}
end = System.nanoTime();
System.out.printf("Unsuccessful search time: %.3f ms%n", (end - start) / 1_000_000.0);
// In-order traversal
start = System.nanoTime();
for (Entry<Integer, Integer> entry : avl.entrySet()) {
// Just iterate
}
end = System.nanoTime();
System.out.printf("Traversal time: %.3f ms%n", (end - start) / 1_000_000.0);
// // Deletion
// start = System.nanoTime();
// for (Integer key : data) {
// avl.remove(key);
// }
// end = System.nanoTime();
// System.out.printf("Deletion time: %.3f ms%n", (end - start) / 1_000_000.0);
}
private static void benchmarkTreeMap(Integer[] data) throws IOException {
System.out.println("\nTreeMap:");
TreeMap<Integer, Integer> treeMap = new TreeMap<>();
// Insertion
long start = System.nanoTime();
for (Integer key : data) {
treeMap.put(key, key);
}
long end = System.nanoTime();
System.out.printf("Insertion time: %.3f ms%n", (end - start) / 1_000_000.0);
// Search (successful)
start = System.nanoTime();
for (Integer key : data) {
treeMap.get(key);
}
end = System.nanoTime();
System.out.printf("Successful search time: %.3f ms%n", (end - start) / 1_000_000.0);
// Search (unsuccessful)
start = System.nanoTime();
for (Integer key : data) {
treeMap.get(key + data.length); // Keys that don't exist
}
end = System.nanoTime();
System.out.printf("Unsuccessful search time: %.3f ms%n", (end - start) / 1_000_000.0);
// In-order traversal
start = System.nanoTime();
for (Entry<Integer, Integer> entry : treeMap.entrySet()) {
// Just iterate
}
end = System.nanoTime();
System.out.printf("Traversal time: %.3f ms%n", (end - start) / 1_000_000.0);
// Deletion
start = System.nanoTime();
for (Integer key : data) {
treeMap.remove(key);
}
end = System.nanoTime();
System.out.printf("Deletion time: %.3f ms%n", (end - start) / 1_000_000.0);
}
}