chaokunyang commented on code in PR #2597:
URL: https://github.com/apache/uniffle/pull/2597#discussion_r2307124010


##########
client-spark/common/src/main/scala/org/apache/spark/serializer/ForySerializer.scala:
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@@ -0,0 +1,181 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.serializer
+
+import org.apache.fory.Fory
+import org.apache.fory.config.{CompatibleMode, Language}
+import org.apache.spark.internal.Logging
+
+import java.io.{InputStream, OutputStream, Serializable}
+import java.nio.ByteBuffer
+import scala.reflect.ClassTag
+
+class ForySerializer extends org.apache.spark.serializer.Serializer
+  with Logging
+  with Serializable {
+
+  override def newInstance(): SerializerInstance = new ForySerializerInstance()
+
+  override def supportsRelocationOfSerializedObjects: Boolean = true
+
+}
+
+class ForySerializerInstance extends 
org.apache.spark.serializer.SerializerInstance {
+
+  // Thread-local Fury instance for thread safety
+  private val fury: ThreadLocal[Fory] = ThreadLocal.withInitial(() => {
+    val f = Fory.builder()
+      .withLanguage(Language.JAVA)
+      .withRefTracking(true)
+      .withCompatibleMode(CompatibleMode.COMPATIBLE)
+      .requireClassRegistration(false)
+      .build()
+    f
+  })
+
+  override def serialize[T: ClassTag](t: T): ByteBuffer = {
+    val bytes = fury.get().serialize(t.asInstanceOf[AnyRef])
+    ByteBuffer.wrap(bytes)
+  }
+
+  override def deserialize[T: ClassTag](bytes: ByteBuffer): T = {
+    val array = if (bytes.hasArray) {

Review Comment:
   You can pass bytebuffer to fory directly without an extra copy



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