diff --git a/src/main/java/org/warp/commonutils/batch/ParallelUtils.java b/src/main/java/org/warp/commonutils/batch/ParallelUtils.java
index d267c2f..093b7ff 100644
--- a/src/main/java/org/warp/commonutils/batch/ParallelUtils.java
+++ b/src/main/java/org/warp/commonutils/batch/ParallelUtils.java
@@ -4,11 +4,17 @@ import java.io.IOException;
 import java.util.concurrent.CompletionException;
 import java.util.concurrent.RejectedExecutionException;
 import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicReference;
 import java.util.function.BiConsumer;
 import java.util.function.Consumer;
+import java.util.function.Supplier;
 import org.warp.commonutils.concurrency.executor.BlockingOnFullQueueExecutorServiceDecorator;
 import org.warp.commonutils.concurrency.executor.BoundedExecutorService;
+import org.warp.commonutils.functional.CancellableBiConsumer;
+import org.warp.commonutils.functional.CancellableConsumer;
+import org.warp.commonutils.functional.CancellableTriConsumer;
+import org.warp.commonutils.functional.ConsumerResult;
 import org.warp.commonutils.functional.IOBiConsumer;
 import org.warp.commonutils.functional.IOConsumer;
 import org.warp.commonutils.functional.IOTriConsumer;
@@ -130,6 +136,126 @@ public class ParallelUtils {
 		}
 	}
 
+	public static <K> ConsumerResult parallelize(Consumer<CancellableConsumer<K>> iterator,
+			int maxQueueSize,
+			int parallelism,
+			int groupSize,
+			CancellableConsumer<K> consumer) throws CompletionException {
+		if (parallelism <= 1) {
+			iterator.accept(consumer);
+			return ConsumerResult.result();
+		} else {
+			var parallelExecutor = BoundedExecutorService.create(maxQueueSize,
+					parallelism,
+					0,
+					TimeUnit.MILLISECONDS,
+					new ShortNamedThreadFactory("ForEachParallel"),
+					(a, b) -> {}
+			);
+			final int CHUNK_SIZE = groupSize;
+			IntWrapper count = new IntWrapper(CHUNK_SIZE);
+			VariableWrapper<Object[]> keys = new VariableWrapper<>(new Object[CHUNK_SIZE]);
+			AtomicReference<CompletionException> firstExceptionReference = new AtomicReference<>(null);
+			AtomicBoolean cancelled = new AtomicBoolean(false);
+			final Object arraysAccessLock = new Object();
+			iterator.accept((key) -> {
+				synchronized (arraysAccessLock) {
+					var firstException = firstExceptionReference.get();
+					if (firstException != null) {
+						throw firstException;
+					}
+					var cancelledVal = cancelled.get();
+					if (cancelledVal) {
+						return ConsumerResult.cancelNext();
+					}
+
+					keys.var[CHUNK_SIZE - count.var] = key;
+					count.var--;
+
+					if (count.var == 0) {
+						return sendChunkItems(keys,
+								CHUNK_SIZE,
+								count,
+								consumer,
+								parallelExecutor,
+								firstExceptionReference,
+								cancelled
+						);
+					} else {
+						return ConsumerResult.result();
+					}
+				}
+			});
+			parallelExecutor.shutdown();
+			try {
+				parallelExecutor.awaitTermination(Integer.MAX_VALUE, TimeUnit.DAYS);
+			} catch (InterruptedException e) {
+				throw new RuntimeException("Parallel forEach interrupted", e);
+			}
+			synchronized (arraysAccessLock) {
+				if (count.var > 0) {
+					var sendChunkItemsResult = sendChunkItems(keys,
+							CHUNK_SIZE,
+							count,
+							consumer,
+							null,
+							firstExceptionReference,
+							cancelled
+					);
+					cancelled.compareAndSet(false, sendChunkItemsResult.isCancelled());
+				}
+			}
+
+			var firstException = firstExceptionReference.get();
+			if (firstException != null) {
+				throw firstException;
+			}
+			if (cancelled.get()) {
+				return ConsumerResult.cancelNext();
+			} else {
+				return ConsumerResult.result();
+			}
+		}
+	}
+
+	private static <K> ConsumerResult sendChunkItems(VariableWrapper<Object[]> keys,
+			final int CHUNK_SIZE,
+			IntWrapper count,
+			CancellableConsumer<K> consumer,
+			BlockingOnFullQueueExecutorServiceDecorator parallelExecutor,
+			AtomicReference<CompletionException> firstExceptionReference,
+			AtomicBoolean cancelled) {
+		int itemsCount = CHUNK_SIZE - count.var;
+		count.var = CHUNK_SIZE;
+		Object[] keysCopy = keys.var;
+		keys.var = new Object[itemsCount];
+		try {
+			Supplier<ConsumerResult> action = () -> {
+				for (int i = 0; i < itemsCount; i++) {
+					try {
+						//noinspection unchecked
+						if (consumer.acceptCancellable((K) keysCopy[i]).isCancelled()) {
+							cancelled.set(true);
+							return ConsumerResult.cancelNext();
+						}
+					} catch (Exception ex) {
+						firstExceptionReference.compareAndSet(null, new CompletionException(ex));
+						return ConsumerResult.cancelNext();
+					}
+				}
+				return ConsumerResult.result();
+			};
+			if (parallelExecutor != null) {
+				parallelExecutor.execute(action::get);
+				return ConsumerResult.result();
+			} else {
+				return action.get();
+			}
+		} catch (RejectedExecutionException e) {
+			throw new CompletionException(e);
+		}
+	}
+
 	public static <K, V> void parallelizeIO(IOConsumer<IOBiConsumer<K, V>> iterator,
 			int maxQueueSize,
 			int parallelism,
@@ -252,6 +378,133 @@ public class ParallelUtils {
 		}
 	}
 
+	public static <K, V> ConsumerResult parallelize(Consumer<CancellableBiConsumer<K, V>> iterator,
+			int maxQueueSize,
+			int parallelism,
+			int groupSize,
+			CancellableBiConsumer<K, V> consumer) throws CompletionException {
+		if (parallelism <= 1) {
+			iterator.accept(consumer);
+			return ConsumerResult.result();
+		} else {
+			var parallelExecutor = BoundedExecutorService.create(maxQueueSize,
+					parallelism,
+					0,
+					TimeUnit.MILLISECONDS,
+					new ShortNamedThreadFactory("ForEachParallel"),
+					(a, b) -> {}
+			);
+			final int CHUNK_SIZE = groupSize;
+			IntWrapper count = new IntWrapper(CHUNK_SIZE);
+			VariableWrapper<Object[]> keys = new VariableWrapper<>(new Object[CHUNK_SIZE]);
+			VariableWrapper<Object[]> values = new VariableWrapper<>(new Object[CHUNK_SIZE]);
+			AtomicReference<CompletionException> firstExceptionReference = new AtomicReference<>(null);
+			AtomicBoolean cancelled = new AtomicBoolean(false);
+			final Object arraysAccessLock = new Object();
+			iterator.accept((key, value) -> {
+				synchronized (arraysAccessLock) {
+					var firstException = firstExceptionReference.get();
+					if (firstException != null) {
+						throw firstException;
+					}
+					var cancelledVal = cancelled.get();
+					if (cancelledVal) {
+						return ConsumerResult.cancelNext();
+					}
+
+					keys.var[CHUNK_SIZE - count.var] = key;
+					values.var[CHUNK_SIZE - count.var] = value;
+					count.var--;
+
+					if (count.var == 0) {
+						return sendChunkItems(keys,
+								values,
+								CHUNK_SIZE,
+								count,
+								consumer,
+								parallelExecutor,
+								firstExceptionReference,
+								cancelled
+						);
+					} else {
+						return ConsumerResult.result();
+					}
+				}
+			});
+			parallelExecutor.shutdown();
+			try {
+				parallelExecutor.awaitTermination(Integer.MAX_VALUE, TimeUnit.DAYS);
+			} catch (InterruptedException e) {
+				throw new RuntimeException("Parallel forEach interrupted", e);
+			}
+			synchronized (arraysAccessLock) {
+				if (count.var > 0) {
+					var sendChunkItemsResult = sendChunkItems(keys,
+							values,
+							CHUNK_SIZE,
+							count,
+							consumer,
+							null,
+							firstExceptionReference,
+							cancelled
+					);
+					cancelled.compareAndSet(false, sendChunkItemsResult.isCancelled());
+				}
+			}
+
+			var firstException = firstExceptionReference.get();
+			if (firstException != null) {
+				throw firstException;
+			}
+			if (cancelled.get()) {
+				return ConsumerResult.cancelNext();
+			} else {
+				return ConsumerResult.result();
+			}
+		}
+	}
+
+	private static <K, V> ConsumerResult sendChunkItems(VariableWrapper<Object[]> keys,
+			VariableWrapper<Object[]> values,
+			final int CHUNK_SIZE,
+			IntWrapper count,
+			CancellableBiConsumer<K, V> consumer,
+			BlockingOnFullQueueExecutorServiceDecorator parallelExecutor,
+			AtomicReference<CompletionException> firstExceptionReference,
+			AtomicBoolean cancelled) {
+		int itemsCount = CHUNK_SIZE - count.var;
+		count.var = CHUNK_SIZE;
+		Object[] keysCopy = keys.var;
+		Object[] valuesCopy = values.var;
+		keys.var = new Object[itemsCount];
+		values.var = new Object[itemsCount];
+		try {
+			Supplier<ConsumerResult> action = () -> {
+				for (int i = 0; i < itemsCount; i++) {
+					try {
+						//noinspection unchecked
+						if (consumer.acceptCancellable((K) keysCopy[i], (V) valuesCopy[i]).isCancelled()) {
+							cancelled.set(true);
+							return ConsumerResult.cancelNext();
+						}
+					} catch (Exception ex) {
+						firstExceptionReference.compareAndSet(null, new CompletionException(ex));
+						return ConsumerResult.cancelNext();
+					}
+				}
+				return ConsumerResult.result();
+			};
+			if (parallelExecutor != null) {
+				parallelExecutor.execute(action::get);
+				return ConsumerResult.result();
+			} else {
+				return action.get();
+			}
+		} catch (RejectedExecutionException e) {
+			throw new CompletionException(e);
+		}
+	}
+
 	public static <K1, K2, V> void parallelizeIO(IOConsumer<IOTriConsumer<K1, K2, V>> iterator,
 			int maxQueueSize,
 			int parallelism,
@@ -373,4 +626,138 @@ public class ParallelUtils {
 			throw new CompletionException(e);
 		}
 	}
+
+	public static <K1, K2, V> ConsumerResult parallelize(Consumer<CancellableTriConsumer<K1, K2, V>> iterator,
+			int maxQueueSize,
+			int parallelism,
+			int groupSize,
+			CancellableTriConsumer<K1, K2, V> consumer) throws CompletionException {
+		if (parallelism <= 1) {
+			iterator.accept(consumer);
+			return ConsumerResult.result();
+		} else {
+			var parallelExecutor = BoundedExecutorService.create(maxQueueSize,
+					parallelism,
+					0,
+					TimeUnit.MILLISECONDS,
+					new ShortNamedThreadFactory("ForEachParallel"),
+					(a, b) -> {}
+			);
+			final int CHUNK_SIZE = groupSize;
+			IntWrapper count = new IntWrapper(CHUNK_SIZE);
+			VariableWrapper<Object[]> keys1 = new VariableWrapper<>(new Object[CHUNK_SIZE]);
+			VariableWrapper<Object[]> keys2 = new VariableWrapper<>(new Object[CHUNK_SIZE]);
+			VariableWrapper<Object[]> values = new VariableWrapper<>(new Object[CHUNK_SIZE]);
+			AtomicReference<CompletionException> firstExceptionReference = new AtomicReference<>(null);
+			AtomicBoolean cancelled = new AtomicBoolean(false);
+			final Object arraysAccessLock = new Object();
+			iterator.accept((key1, key2, value) -> {
+				synchronized (arraysAccessLock) {
+					var firstException = firstExceptionReference.get();
+					if (firstException != null) {
+						throw firstException;
+					}
+					var cancelledVal = cancelled.get();
+					if (cancelledVal) {
+						return ConsumerResult.cancelNext();
+					}
+
+					keys1.var[CHUNK_SIZE - count.var] = key1;
+					keys2.var[CHUNK_SIZE - count.var] = key2;
+					values.var[CHUNK_SIZE - count.var] = value;
+					count.var--;
+
+					if (count.var == 0) {
+						return sendChunkItems(keys1,
+								keys2,
+								values,
+								CHUNK_SIZE,
+								count,
+								consumer,
+								parallelExecutor,
+								firstExceptionReference,
+								cancelled
+						);
+					} else {
+						return ConsumerResult.result();
+					}
+				}
+			});
+			parallelExecutor.shutdown();
+			try {
+				parallelExecutor.awaitTermination(Integer.MAX_VALUE, TimeUnit.DAYS);
+			} catch (InterruptedException e) {
+				throw new RuntimeException("Parallel forEach interrupted", e);
+			}
+			synchronized (arraysAccessLock) {
+				if (count.var > 0) {
+					var sendChunkItemsResult = sendChunkItems(keys1,
+							keys2,
+							values,
+							CHUNK_SIZE,
+							count,
+							consumer,
+							null,
+							firstExceptionReference,
+							cancelled
+					);
+					cancelled.compareAndSet(false, sendChunkItemsResult.isCancelled());
+				}
+			}
+
+			var firstException = firstExceptionReference.get();
+			if (firstException != null) {
+				throw firstException;
+			}
+			if (cancelled.get()) {
+				return ConsumerResult.cancelNext();
+			} else {
+				return ConsumerResult.result();
+			}
+		}
+	}
+
+	private static <K1, K2, V> ConsumerResult sendChunkItems(VariableWrapper<Object[]> keys1,
+			VariableWrapper<Object[]> keys2,
+			VariableWrapper<Object[]> values,
+			final int CHUNK_SIZE,
+			IntWrapper count,
+			CancellableTriConsumer<K1, K2, V> consumer,
+			BlockingOnFullQueueExecutorServiceDecorator parallelExecutor,
+			AtomicReference<CompletionException> firstExceptionReference,
+			AtomicBoolean cancelled) {
+		int itemsCount = CHUNK_SIZE - count.var;
+		count.var = CHUNK_SIZE;
+		Object[] keys1Copy = keys1.var;
+		Object[] keys2Copy = keys2.var;
+		Object[] valuesCopy = values.var;
+		keys1.var = new Object[itemsCount];
+		keys2.var = new Object[itemsCount];
+		values.var = new Object[itemsCount];
+		try {
+			Supplier<ConsumerResult> action = () -> {
+				for (int i = 0; i < itemsCount; i++) {
+					try {
+						//noinspection unchecked
+						if (consumer.acceptCancellable((K1) keys1Copy[i], (K2) keys2Copy[i], (V) valuesCopy[i]).isCancelled()) {
+							cancelled.set(true);
+							return ConsumerResult.cancelNext();
+						}
+					} catch (Exception ex) {
+						firstExceptionReference.compareAndSet(null, new CompletionException(ex));
+						return ConsumerResult.cancelNext();
+					}
+				}
+				return ConsumerResult.result();
+			};
+			if (parallelExecutor != null) {
+				parallelExecutor.execute(action::get);
+				return ConsumerResult.result();
+			} else {
+				return action.get();
+			}
+		} catch (RejectedExecutionException e) {
+			throw new CompletionException(e);
+		}
+	}
 }
diff --git a/src/main/java/org/warp/commonutils/functional/CancellableBiConsumer.java b/src/main/java/org/warp/commonutils/functional/CancellableBiConsumer.java
new file mode 100644
index 0000000..7d55970
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/CancellableBiConsumer.java
@@ -0,0 +1,13 @@
+package org.warp.commonutils.functional;
+
+public interface CancellableBiConsumer<T, U> { //extends BiConsumer<T, U> {
+
+	/**
+	 * @return false to cancel
+	 */
+	ConsumerResult acceptCancellable(T t, U u);
+
+	/*default void accept(T t, U u) {
+		acceptCancellable(t, u);
+	}*/
+}
diff --git a/src/main/java/org/warp/commonutils/functional/CancellableBiFunction.java b/src/main/java/org/warp/commonutils/functional/CancellableBiFunction.java
new file mode 100644
index 0000000..610fca3
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/CancellableBiFunction.java
@@ -0,0 +1,16 @@
+package org.warp.commonutils.functional;
+
+public interface CancellableBiFunction<T, U, V> { //extends BiFunction<T, U, V> {
+
+	OperationResult<V> applyCancellable(T t, U u);
+
+	/* default V apply(T t, U u) {
+		var result = applyCancellable(t, u);
+		if (result == OperationResult.CANCEL) {
+			throw new UnsupportedOperationException("Can't cancel this operation");
+		}
+		//noinspection unchecked
+		return (V) result;
+	}
+	 */
+}
diff --git a/src/main/java/org/warp/commonutils/functional/CancellableConsumer.java b/src/main/java/org/warp/commonutils/functional/CancellableConsumer.java
new file mode 100644
index 0000000..026d8b4
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/CancellableConsumer.java
@@ -0,0 +1,13 @@
+package org.warp.commonutils.functional;
+
+public interface CancellableConsumer<T> { //extends Consumer<T> {
+
+	/**
+	 * @return false to cancel
+	 */
+	ConsumerResult acceptCancellable(T t);
+
+	/*default void accept(T t) {
+		acceptCancellable(t);
+	}*/
+}
diff --git a/src/main/java/org/warp/commonutils/functional/CancellableFunction.java b/src/main/java/org/warp/commonutils/functional/CancellableFunction.java
new file mode 100644
index 0000000..180938c
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/CancellableFunction.java
@@ -0,0 +1,15 @@
+package org.warp.commonutils.functional;
+
+public interface CancellableFunction<T, U> { //extends Function<T, U> {
+
+	OperationResult<U> applyCancellable(T t);
+
+	/*default U apply(T t) {
+		var result = applyCancellable(t);
+		if (result == OperationResult.CANCEL) {
+			throw new UnsupportedOperationException("Can't cancel this operation");
+		}
+		//noinspection unchecked
+		return (U) result;
+	}*/
+}
diff --git a/src/main/java/org/warp/commonutils/functional/CancellableTriConsumer.java b/src/main/java/org/warp/commonutils/functional/CancellableTriConsumer.java
new file mode 100644
index 0000000..35ec4c0
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/CancellableTriConsumer.java
@@ -0,0 +1,13 @@
+package org.warp.commonutils.functional;
+
+public interface CancellableTriConsumer<T, U, V> { //extends BiConsumer<T, U> {
+
+	/**
+	 * @return false to cancel
+	 */
+	ConsumerResult acceptCancellable(T t, U u, V v);
+
+	/*default void accept(T t, U u) {
+		acceptCancellable(t, u);
+	}*/
+}
diff --git a/src/main/java/org/warp/commonutils/functional/CancellableTriFunction.java b/src/main/java/org/warp/commonutils/functional/CancellableTriFunction.java
new file mode 100644
index 0000000..a4aca84
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/CancellableTriFunction.java
@@ -0,0 +1,16 @@
+package org.warp.commonutils.functional;
+
+public interface CancellableTriFunction<T, U, V, W> { //extends BiFunction<T, U, V> {
+
+	OperationResult<W> applyCancellable(T t, U u, V v);
+
+	/* default V apply(T t, U u) {
+		var result = applyCancellable(t, u);
+		if (result == OperationResult.CANCEL) {
+			throw new UnsupportedOperationException("Can't cancel this operation");
+		}
+		//noinspection unchecked
+		return (V) result;
+	}
+	 */
+}
diff --git a/src/main/java/org/warp/commonutils/functional/ConsumerResult.java b/src/main/java/org/warp/commonutils/functional/ConsumerResult.java
new file mode 100644
index 0000000..7548798
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/ConsumerResult.java
@@ -0,0 +1,62 @@
+package org.warp.commonutils.functional;
+
+import java.util.StringJoiner;
+import java.util.concurrent.CancellationException;
+
+public final class ConsumerResult {
+
+	private final boolean cancel;
+
+	private ConsumerResult(boolean cancel) {
+		this.cancel = cancel;
+	}
+
+	public static ConsumerResult cancelNext() {
+		return new ConsumerResult(true);
+	}
+
+	public static ConsumerResult result() {
+		return new ConsumerResult(false);
+	}
+
+	public boolean isCancelled() {
+		return cancel;
+	}
+
+	public void throwIfCancelled() {
+		if (cancel) {
+			throw new CancellationException("Operation cancelled");
+		}
+	}
+
+	@Override
+	public boolean equals(Object o) {
+		if (this == o) {
+			return true;
+		}
+		if (o == null || getClass() != o.getClass()) {
+			return false;
+		}
+
+		ConsumerResult that = (ConsumerResult) o;
+
+		return cancel == that.cancel;
+	}
+
+	@Override
+	public int hashCode() {
+		return (cancel ? 1 : 0);
+	}
+
+	@Override
+	public String toString() {
+		return new StringJoiner(", ", ConsumerResult.class.getSimpleName() + "[", "]").add("cancel=" + cancel).toString();
+	}
+
+	public ConsumerResult or(ConsumerResult otherResult) {
+		if (otherResult.cancel) {
+			return otherResult;
+		}
+		return this;
+	}
+}
diff --git a/src/main/java/org/warp/commonutils/functional/OperationResult.java b/src/main/java/org/warp/commonutils/functional/OperationResult.java
new file mode 100644
index 0000000..6387ded
--- /dev/null
+++ b/src/main/java/org/warp/commonutils/functional/OperationResult.java
@@ -0,0 +1,75 @@
+package org.warp.commonutils.functional;
+
+import java.util.Objects;
+import java.util.StringJoiner;
+
+public final class OperationResult<T> {
+
+	private final boolean cancel;
+	private final T value;
+
+	private OperationResult(boolean cancel, T value) {
+		this.cancel = cancel;
+		this.value = value;
+	}
+
+	public static <T> OperationResult<T> cancelNext(T value) {
+		return new OperationResult<>(true, value);
+	}
+
+	public static <T> OperationResult<T> result(T value) {
+		return new OperationResult<>(false, value);
+	}
+
+	public static <T> OperationResult<T> of(boolean cancel, T value) {
+		return new OperationResult<>(cancel, value);
+	}
+
+	public boolean isCancelled() {
+		return cancel;
+	}
+
+	public T getValue() {
+		return value;
+	}
+
+	@Override
+	public boolean equals(Object o) {
+		if (this == o) {
+			return true;
+		}
+		if (o == null || getClass() != o.getClass()) {
+			return false;
+		}
+
+		OperationResult<?> that = (OperationResult<?>) o;
+
+		if (cancel != that.cancel) {
+			return false;
+		}
+		return Objects.equals(value, that.value);
+	}
+
+	@Override
+	public int hashCode() {
+		int result = (cancel ? 1 : 0);
+		result = 31 * result + (value != null ? value.hashCode() : 0);
+		return result;
+	}
+
+	@Override
+	public String toString() {
+		return new StringJoiner(", ", OperationResult.class.getSimpleName() + "[", "]")
+				.add("cancel=" + cancel)
+				.add("value=" + value)
+				.toString();
+	}
+
+	public <X> OperationResult<X> copyStatusWith(X newResults) {
+		if (cancel) {
+			return OperationResult.cancelNext(newResults);
+		} else {
+			return OperationResult.result(newResults);
+		}
+	}
+}