CavalliumDBEngine/src/example/java/it.cavallium.dbengine.client/SpeedExample.java

package it.cavallium.dbengine.client;

import com.google.common.primitives.Ints;
import com.google.common.primitives.Longs;
import it.cavallium.dbengine.database.Column;
import it.cavallium.dbengine.database.LLKeyValueDatabase;
import it.cavallium.dbengine.database.UpdateMode;
import it.cavallium.dbengine.database.collections.DatabaseMapDictionary;
import it.cavallium.dbengine.database.collections.DatabaseMapDictionaryDeep;
import it.cavallium.dbengine.database.collections.DatabaseStageEntry;
import it.cavallium.dbengine.database.collections.DatabaseStageMap;
import it.cavallium.dbengine.database.collections.SubStageGetterMap;
import it.cavallium.dbengine.database.collections.SubStageGetterMapDeep;
import it.cavallium.dbengine.database.collections.SubStageGetterSingleBytes;
import it.cavallium.dbengine.database.disk.LLLocalDatabaseConnection;
import it.cavallium.dbengine.database.serialization.Serializer;
import it.cavallium.dbengine.database.serialization.SerializerFixedBinaryLength;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.text.DecimalFormat;
import java.time.Duration;
import java.time.Instant;
import java.util.Arrays;
import java.util.Comparator;
import java.util.HashMap;
import java.util.List;
import java.util.Locale;
import java.util.Optional;
import java.util.concurrent.CompletionException;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.function.Function;
import reactor.core.publisher.Flux;
import reactor.core.publisher.Mono;
import reactor.core.publisher.Sinks;
import reactor.core.publisher.Sinks.One;
import reactor.core.scheduler.Schedulers;
import reactor.util.function.Tuples;

public class SpeedExample {

	public static final boolean printPreviousValue = false;
	public static final int numRepeats = 1000;
	public static final int batchSize = 1000;

	public static void main(String[] args) throws InterruptedException {
		rangeTestPutMultiSame()
				.then(rangeTestPutMultiProgressive())
				.then(testPutMulti())
				.then(testPutValue(4))
				.then(testPutValue(16 * 1024))
				.then(testUpdateValue(4))
				.then(testUpdateValue(16 * 1024))
				.then(testAtPut())
				.then(test2LevelPut())
				.then(test3LevelPut())
				.then(test4LevelPut())
				.subscribeOn(Schedulers.parallel())
				.blockOptional();
	}

	private static Mono<Void> test2LevelPut() {
		var k1ser = SerializerFixedBinaryLength.noop(4);
		var k2ser = SerializerFixedBinaryLength.noop(4);
		var vser = SerializerFixedBinaryLength.noop(4);
		var ssg = new SubStageGetterMap<byte[], byte[]>(k2ser, vser);
		return test("2 level put",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionaryDeep.deepTail(dict,
								k1ser,
								ssg.getKeyBinaryLength(),
								ssg
						))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> {
					var itemKey1 = Ints.toByteArray(n / 4);
					var itemKey2 = Ints.toByteArray(n);
					var newValue = Ints.toByteArray(n);
					return Mono
							.defer(() -> Mono
									.fromRunnable(() -> {
										if (printPreviousValue)
											System.out.println("Setting new value at key " + Arrays.toString(itemKey1) + "+" + Arrays.toString(itemKey2) + ": " + Arrays.toString(newValue));
									})
									.then(tuple.getT2().at(null, itemKey1))
									.map(handle -> (DatabaseStageMap<byte[], byte[], DatabaseStageEntry<byte[]>>) handle)
									.flatMap(handleK1 -> handleK1.at(null, itemKey2))
									.flatMap(handleK2 -> handleK2.setAndGetPrevious(newValue))
									.doOnSuccess(oldValue -> {
										if (printPreviousValue)
											System.out.println("Old value: " + (oldValue == null ? "None" : Arrays.toString(oldValue)));
									})
							);
				})
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> test3LevelPut() {
		var k1ser = SerializerFixedBinaryLength.noop(4);
		var k2ser = SerializerFixedBinaryLength.noop(8);
		var k3ser = SerializerFixedBinaryLength.noop(4);
		var vser = SerializerFixedBinaryLength.noop(4);
		var ssg3 = new SubStageGetterMap<byte[], byte[]>(k3ser, vser);
		var ssg2 = new SubStageGetterMapDeep<>(ssg3, k2ser, ssg3.getKeyBinaryLength());
		return test("3 level put",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> {
							return DatabaseMapDictionaryDeep
									.deepTail(dict, k1ser, ssg2.getKeyBinaryLength(), ssg2);
						})),
				tuple -> Flux.range(0, batchSize).flatMap(n -> {
					var itemKey1 = Ints.toByteArray(n / 4);
					var itemKey2 = Longs.toByteArray(n);
					var itemKey3 = Ints.toByteArray(n);
					var newValue = Ints.toByteArray(n);
					return Mono
							.defer(() -> Mono
									.fromRunnable(() -> {
										if (printPreviousValue)
											System.out.println("Setting new value at key " + Arrays.toString(itemKey1) + "+" + Arrays.toString(itemKey2) + "+" + Arrays.toString(itemKey3) + ": " + Arrays.toString(newValue));
									})
									.then(tuple.getT2().at(null, itemKey1))
									.flatMap(handleK1 -> handleK1.at(null, itemKey2))
									.flatMap(handleK2 -> handleK2.at(null, itemKey3))
									.flatMap(handleK3 -> handleK3.setAndGetPrevious(newValue))
									.doOnSuccess(oldValue -> {
										if (printPreviousValue)
											System.out.println("Old value: " + (oldValue == null ? "None" : Arrays.toString(oldValue)));
									})
							);
				})
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> test4LevelPut() {
		var k1ser = SerializerFixedBinaryLength.noop(4);
		var k2ser = SerializerFixedBinaryLength.noop(8);
		var k3ser = SerializerFixedBinaryLength.noop(4);
		var k4ser = SerializerFixedBinaryLength.noop(8);
		var vser = SerializerFixedBinaryLength.noop(4);
		SubStageGetterMap<byte[], byte[]> ssg4 = new SubStageGetterMap<>(k4ser, vser);
		var ssg3 = new SubStageGetterMapDeep<>(ssg4, k3ser, ssg4.getKeyBinaryLength());
		var ssg2 = new SubStageGetterMapDeep<>(ssg3, k2ser, ssg3.getKeyBinaryLength());
		return test("4 level put",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionaryDeep
								.deepTail(dict, k1ser, ssg2.getKeyBinaryLength(), ssg2))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> {
					var itemKey1 = Ints.toByteArray(n / 4);
					var itemKey2 = Longs.toByteArray(n);
					var itemKey3 = Ints.toByteArray(n * 2);
					var itemKey4 = Longs.toByteArray(n * 3L);
					var newValue = Ints.toByteArray(n * 4);
					return Mono
							.defer(() -> Mono
									.fromRunnable(() -> {
										if (printPreviousValue)
											System.out.println("Setting new value at key " + Arrays.toString(itemKey1) + "+" + Arrays.toString(itemKey2) + "+" + Arrays.toString(itemKey3) + "+" + Arrays.toString(itemKey4) + ": " + Arrays.toString(newValue));
									})
									.then(tuple.getT2().at(null, itemKey1))
									.flatMap(handleK1 -> handleK1.at(null, itemKey2))
									.flatMap(handleK2 -> handleK2.at(null, itemKey3))
									.flatMap(handleK3 -> handleK3.at(null, itemKey4))
									.flatMap(handleK4 -> handleK4.setAndGetPrevious(newValue))
									.doOnSuccess(oldValue -> {
										if (printPreviousValue)
											System.out.println("Old value: " + (oldValue == null ? "None" : Arrays.toString(oldValue)));
									})
							);
				})
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> testAtPut() {
		var ssg = new SubStageGetterSingleBytes();
		var ser = SerializerFixedBinaryLength.noop(4);
		var itemKey = new byte[]{0, 1, 2, 3};
		var newValue = new byte[]{4, 5, 6, 7};
		return test("MapDictionaryDeep::at::put (same key, same value, " + batchSize + " times)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, ssg))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> Mono
						.defer(() -> Mono
								.fromRunnable(() -> {
									if (printPreviousValue)
										System.out.println("Setting new value at key " + Arrays.toString(itemKey) + ": " + Arrays.toString(newValue));
								})
								.then(tuple.getT2().at(null, itemKey))
								.flatMap(handle -> handle.setAndGetPrevious(newValue))
								.doOnSuccess(oldValue -> {
									if (printPreviousValue)
										System.out.println("Old value: " + (oldValue == null ? "None" : Arrays.toString(oldValue)));
								})
						))
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> testPutValueAndGetPrevious() {
		var ssg = new SubStageGetterSingleBytes();
		var ser = SerializerFixedBinaryLength.noop(4);
		var itemKey = new byte[]{0, 1, 2, 3};
		var newValue = new byte[]{4, 5, 6, 7};
		return test("MapDictionaryDeep::putValueAndGetPrevious (same key, same value, " + batchSize + " times)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, ssg))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> Mono
						.defer(() -> Mono
								.fromRunnable(() -> {
									if (printPreviousValue)
										System.out.println("Setting new value at key " + Arrays.toString(itemKey) + ": " + Arrays.toString(newValue));
								})
								.then(tuple.getT2().putValueAndGetPrevious(itemKey, newValue))
								.doOnSuccess(oldValue -> {
									if (printPreviousValue)
										System.out.println("Old value: " + (oldValue == null ? "None" : Arrays.toString(oldValue)));
								})
						))
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> testPutValue(int valSize) {
		var ssg = Serializer.noop();
		var ser = SerializerFixedBinaryLength.noop(4);
		var itemKey = new byte[]{0, 1, 2, 3};
		var newValue = new byte[valSize];
		for (int i = 0; i < valSize; i++) {
			newValue[i] = (byte) ((i * 13) % 256);
		};
		return test("MapDictionaryDeep::putValue (same key, same value, " + valSize + " bytes, " + batchSize + " times)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, ssg))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> Mono
						.defer(() -> Mono
								.fromRunnable(() -> {
									if (printPreviousValue)
										System.out.println("Setting new value at key " + Arrays.toString(itemKey) + ": " + Arrays.toString(newValue));
								})
								.then(tuple.getT2().putValue(itemKey, newValue))
						))
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> testUpdateValue(int valSize) {
		var ssg = new SubStageGetterSingleBytes();
		var ser = SerializerFixedBinaryLength.noop(4);
		var itemKey = new byte[]{0, 1, 2, 3};
		var newValue1 = new byte[valSize];
		var newValue2 = new byte[valSize];
		for (int i = 0; i < valSize; i++) {
			newValue1[i] = (byte) ((i * 13) % 256);
			newValue2[i] = (byte) ((i * 11) % 256);
		};
		return test("MapDictionaryDeep::updateValue (same key, alternating value, " + valSize + " bytes, " + batchSize + " times)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.ALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, ssg))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> Mono
						.defer(() -> tuple.getT2().updateValue(itemKey, (old) -> {
									if (old.isPresent()) {
										if (Arrays.equals(old.get(), newValue1)) {
											return Optional.of(newValue2);
										}
									}
									return Optional.of(newValue1);
								})
						))
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> testPutMulti() {
		var ssg = new SubStageGetterSingleBytes();
		var ser = SerializerFixedBinaryLength.noop(4);
		HashMap<byte[], byte[]> keysToPut = new HashMap<>();
		for (int i = 0; i < batchSize; i++) {
			keysToPut.put(Ints.toByteArray(i * 3), Ints.toByteArray(i * 11));
		}
		var putMultiFlux = Flux.fromIterable(keysToPut.entrySet());
		return test("MapDictionaryDeep::putMulti (batch of " + batchSize + " entries)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, ssg))),
				tuple -> Mono.defer(() -> tuple.getT2().putMulti(putMultiFlux)),
				numRepeats,
				tuple -> Mono
						.fromRunnable(() -> System.out.println("Calculating size"))
						.then(tuple.getT2().leavesCount(null, false))
						.doOnNext(s -> System.out.println("Size after: " + s))
						.then(tuple.getT1().close())
		);
	}

	private static Mono<Void> rangeTestAtPut() {
		var ser = SerializerFixedBinaryLength.noop(4);
		var vser = Serializer.noop();
		var itemKey = new byte[]{0, 1, 2, 3};
		var newValue = new byte[]{4, 5, 6, 7};
		return test("MapDictionary::at::put (same key, same value, " + batchSize + " times)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, vser))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> Mono
						.defer(() -> Mono
								.fromRunnable(() -> {
									if (printPreviousValue)
										System.out.println("Setting new value at key " + Arrays.toString(itemKey) + ": " + Arrays.toString(newValue));
								})
								.then(tuple.getT2().at(null, itemKey))
								.flatMap(handle -> handle.setAndGetPrevious(newValue))
								.doOnSuccess(oldValue -> {
									if (printPreviousValue)
										System.out.println("Old value: " + (oldValue == null ? "None" : Arrays.toString(oldValue)));
								})
						))
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> rangeTestPutValueAndGetPrevious() {
		var ser = SerializerFixedBinaryLength.noop(4);
		var vser = Serializer.noop();
		var itemKey = new byte[]{0, 1, 2, 3};
		var newValue = new byte[]{4, 5, 6, 7};
		return test("MapDictionary::putValueAndGetPrevious (same key, same value, " + batchSize + " times)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, vser))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> Mono
						.defer(() -> Mono
								.fromRunnable(() -> {
									if (printPreviousValue)
										System.out.println("Setting new value at key " + Arrays.toString(itemKey) + ": " + Arrays.toString(newValue));
								})
								.then(tuple.getT2().putValueAndGetPrevious(itemKey, newValue))
								.doOnSuccess(oldValue -> {
									if (printPreviousValue)
										System.out.println("Old value: " + (oldValue == null ? "None" : Arrays.toString(oldValue)));
								})
						))
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> rangeTestPutValue() {
		var ser = SerializerFixedBinaryLength.noop(4);
		var vser = Serializer.noop();
		var itemKey = new byte[]{0, 1, 2, 3};
		var newValue = new byte[]{4, 5, 6, 7};
		return test("MapDictionary::putValue (same key, same value, " + batchSize + " times)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, vser))),
				tuple -> Flux.range(0, batchSize).flatMap(n -> Mono
						.defer(() -> Mono
								.fromRunnable(() -> {
									if (printPreviousValue)
										System.out.println("Setting new value at key " + Arrays.toString(itemKey) + ": " + Arrays.toString(newValue));
								})
								.then(tuple.getT2().putValue(itemKey, newValue))
						))
						.then(),
				numRepeats,
				tuple -> tuple.getT1().close());
	}

	private static Mono<Void> rangeTestPutMultiSame() {
		var ser = SerializerFixedBinaryLength.noop(4);
		var vser = Serializer.noop();
		HashMap<byte[], byte[]> keysToPut = new HashMap<>();
		for (int i = 0; i < batchSize; i++) {
			keysToPut.put(Ints.toByteArray(i * 3), Ints.toByteArray(i * 11));
		}
		return test("MapDictionary::putMulti (same keys, batch of " + batchSize + " entries)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, vser))),
				tuple -> Mono
						.defer(() -> tuple.getT2().putMulti(Flux.fromIterable(keysToPut.entrySet()))
						),
				numRepeats,
				tuple -> Mono
						.fromRunnable(() -> System.out.println("Calculating size"))
						.then(tuple.getT2().leavesCount(null, false))
						.doOnNext(s -> System.out.println("Size after: " + s))
						.then(tuple.getT1().close())
		);
	}

	private static Mono<Void> rangeTestPutMultiProgressive() {
		var ser = SerializerFixedBinaryLength.noop(4);
		var vser = Serializer.noop();
		AtomicInteger ai = new AtomicInteger(0);
		return test("MapDictionary::putMulti (progressive keys, batch of " + batchSize + " entries)",
				tempDb()
						.flatMap(db -> db.getDictionary("testmap", UpdateMode.DISALLOW).map(dict -> Tuples.of(db, dict)))
						.map(tuple -> tuple.mapT2(dict -> DatabaseMapDictionary.simple(dict, ser, vser))),
				tuple -> Mono
						.defer(() -> {
							var aiv = ai.incrementAndGet();
							HashMap<byte[], byte[]> keysToPut = new HashMap<>();
							for (int i = 0; i < batchSize; i++) {
								keysToPut.put(
										Ints.toByteArray(i * 3 + (batchSize * aiv)),
										Ints.toByteArray(i * 11 + (batchSize * aiv))
								);
							}
							return tuple.getT2().putMulti(Flux.fromIterable(keysToPut.entrySet()));
						}),
				numRepeats,
				tuple -> Mono
						.fromRunnable(() -> System.out.println("Calculating size"))
						.then(tuple.getT2().leavesCount(null, false))
						.doOnNext(s -> System.out.println("Size after: " + s))
						.then(tuple.getT1().close())
		);
	}

	public static <U> Mono<? extends LLKeyValueDatabase> tempDb() {
		var wrkspcPath = Path.of("/home/ubuntu/.cache/tempdb/");
		return Mono
				.fromCallable(() -> {
					if (Files.exists(wrkspcPath)) {
						Files.walk(wrkspcPath)
								.sorted(Comparator.reverseOrder())
								.forEach(file -> {
									try {
										Files.delete(file);
									} catch (IOException ex) {
										throw new CompletionException(ex);
									}
								});
					}
					Files.createDirectories(wrkspcPath);
					return null;
				})
				.subscribeOn(Schedulers.boundedElastic())
				.then(new LLLocalDatabaseConnection(wrkspcPath, true).connect())
				.flatMap(conn -> conn.getDatabase("testdb", List.of(Column.dictionary("testmap")), false));
	}

	public static <A, B, C> Mono<Void> test(String name,
			Mono<A> setup,
			Function<A, Mono<B>> test,
			long numRepeats,
			Function<A, Mono<C>> close) {
		One<Instant> instantInit = Sinks.one();
		One<Instant> instantInitTest = Sinks.one();
		One<Instant> instantEndTest = Sinks.one();
		One<Instant> instantEnd = Sinks.one();
		Duration WAIT_TIME = Duration.ofSeconds(5);
		Duration WAIT_TIME_END = Duration.ofSeconds(5);
		return Mono
				.delay(WAIT_TIME)
				.doOnSuccess(s -> {
					System.out.println("----------------------------------------------------------------------");
					System.out.println(name);
				})
				.then(Mono.fromRunnable(() -> instantInit.tryEmitValue(now())))
				.then(setup)
				.doOnSuccess(s -> instantInitTest.tryEmitValue(now()))
				.flatMap(a -> Mono.defer(() -> test.apply(a)).repeat(numRepeats - 1)
						.then()
						.doOnSuccess(s -> instantEndTest.tryEmitValue(now()))
						.then(close.apply(a)))
				.doOnSuccess(s -> instantEnd.tryEmitValue(now()))
				.then(Mono.zip(instantInit.asMono(), instantInitTest.asMono(), instantEndTest.asMono(), instantEnd.asMono()))
				.doOnSuccess(tuple -> {
					System.out.println(
							"\t - Executed " + DecimalFormat.getInstance(Locale.ITALY).format((numRepeats * batchSize)) + " times:");
					System.out.println("\t - Test time: " + DecimalFormat
							.getInstance(Locale.ITALY)
							.format(Duration.between(tuple.getT2(), tuple.getT3()).toNanos() / (double) (numRepeats * batchSize) / (double) 1000000)
							+ "ms");
					System.out.println("\t - Test speed: " + DecimalFormat
							.getInstance(Locale.ITALY)
							.format((numRepeats * batchSize) / (Duration.between(tuple.getT2(), tuple.getT3()).toNanos() / (double) 1000000 / (double) 1000))
							+ " tests/s");
					System.out.println("\t - Total time: " + DecimalFormat
							.getInstance(Locale.ITALY)
							.format(Duration.between(tuple.getT2(), tuple.getT3()).toNanos() / (double) 1000000) + "ms");
					System.out.println("\t - Total time (setup+test+end): " + DecimalFormat
							.getInstance(Locale.ITALY)
							.format(Duration.between(tuple.getT1(), tuple.getT4()).toNanos() / (double) 1000000) + "ms");
					System.out.println("----------------------------------------------------------------------");
				})
				.delayElement(WAIT_TIME_END)
				.then();
	}

	public static Instant now() {
		return Instant.ofEpochSecond(0, System.nanoTime());
	}
}