Full support for multithreaded applications (#641)

src/csharp/Microsoft.Spark.E2ETest/IpcTests/JvmThreadPoolGCTests.cs

@@ -0,0 +1,121 @@
+// Licensed to the .NET Foundation under one or more agreements.
+// The .NET Foundation licenses this file to you under the MIT license.
+// See the LICENSE file in the project root for more information.
+
+using System;
+using System.Threading;
+using Microsoft.Spark.Interop;
+using Microsoft.Spark.Interop.Ipc;
+using Microsoft.Spark.Services;
+using Microsoft.Spark.Sql;
+using Xunit;
+
+namespace Microsoft.Spark.E2ETest.IpcTests
+{
+    [Collection("Spark E2E Tests")]
+    public class JvmThreadPoolGCTests
+    {
+        private readonly ILoggerService _loggerService;
+        private readonly SparkSession _spark;
+        private readonly IJvmBridge _jvmBridge;
+
+        public JvmThreadPoolGCTests(SparkFixture fixture)
+        {
+            _loggerService = LoggerServiceFactory.GetLogger(typeof(JvmThreadPoolGCTests));
+            _spark = fixture.Spark;
+            _jvmBridge = ((IJvmObjectReferenceProvider)_spark).Reference.Jvm;
+        }
+
+        /// <summary>
+        /// Test that the active SparkSession is thread-specific.
+        /// </summary>
+        [Fact]
+        public void TestThreadLocalSessions()
+        {
+            SparkSession.ClearActiveSession();
+
+            void testChildThread(string appName)
+            {
+                var thread = new Thread(() =>
+                {
+                    Assert.Null(SparkSession.GetActiveSession());
+
+                    SparkSession.SetActiveSession(
+                        SparkSession.Builder().AppName(appName).GetOrCreate());
+
+                    // Since we are in the child thread, GetActiveSession() should return the child
+                    // SparkSession.
+                    SparkSession activeSession = SparkSession.GetActiveSession();
+                    Assert.NotNull(activeSession);
+                    Assert.Equal(appName, activeSession.Conf().Get("spark.app.name", null));
+                });
+
+                thread.Start();
+                thread.Join();
+            }
+
+            for (int i = 0; i < 5; ++i)
+            {
+                testChildThread(i.ToString());
+            }
+
+            Assert.Null(SparkSession.GetActiveSession());
+        }
+
+        /// <summary>
+        /// Monitor a thread via the JvmThreadPoolGC.
+        /// </summary>
+        [Fact]
+        public void TestTryAddThread()
+        {
+            using var threadPool = new JvmThreadPoolGC(
+                _loggerService, _jvmBridge, TimeSpan.FromMinutes(30));
+
+            var thread = new Thread(() => _spark.Sql("SELECT TRUE"));
+            thread.Start();
+
+            Assert.True(threadPool.TryAddThread(thread));
+            // Subsequent call should return false, because the thread has already been added.
+            Assert.False(threadPool.TryAddThread(thread));
+
+            thread.Join();
+        }
+
+        /// <summary>
+        /// Create a Spark worker thread in the JVM ThreadPool then remove it directly through
+        /// the JvmBridge.
+        /// </summary>
+        [Fact]
+        public void TestRmThread()
+        {
+            // Create a thread and ensure that it is initialized in the JVM ThreadPool.
+            var thread = new Thread(() => _spark.Sql("SELECT TRUE"));
+            thread.Start();
+            thread.Join();
+
+            // First call should return true. Second call should return false.
+            Assert.True((bool)_jvmBridge.CallStaticJavaMethod("DotnetHandler", "rmThread", thread.ManagedThreadId));
+            Assert.False((bool)_jvmBridge.CallStaticJavaMethod("DotnetHandler", "rmThread", thread.ManagedThreadId));
+        }
+
+        /// <summary>
+        /// Test that the GC interval configuration defaults to 5 minutes, and can be updated
+        /// correctly by setting the environment variable.
+        /// </summary>
+        [Fact]
+        public void TestIntervalConfiguration()
+        {
+            // Default value is 5 minutes.
+            Assert.Null(Environment.GetEnvironmentVariable("DOTNET_JVM_THREAD_GC_INTERVAL"));
+            Assert.Equal(
+                TimeSpan.FromMinutes(5),
+                SparkEnvironment.ConfigurationService.JvmThreadGCInterval);
+
+            // Test a custom value.
+            Environment.SetEnvironmentVariable("DOTNET_JVM_THREAD_GC_INTERVAL", "1:30:00");
+            Assert.Equal(
+                TimeSpan.FromMinutes(90),
+                SparkEnvironment.ConfigurationService.JvmThreadGCInterval);
+        }
+    }
+}

src/csharp/Microsoft.Spark.E2ETest/IpcTests/Sql/SparkSessionTests.cs

@@ -35,6 +35,10 @@ namespace Microsoft.Spark.E2ETest.IpcTests
 
             Assert.IsType<Builder>(SparkSession.Builder());
 
+            SparkSession.ClearActiveSession();
+            SparkSession.SetActiveSession(_spark);
+            Assert.IsType<SparkSession>(SparkSession.GetActiveSession());
+
             SparkSession.ClearDefaultSession();
             SparkSession.SetDefaultSession(_spark);
             Assert.IsType<SparkSession>(SparkSession.GetDefaultSession());
@@ -76,7 +80,7 @@ namespace Microsoft.Spark.E2ETest.IpcTests
         /// </summary>
         [Fact]
         public void TestCreateDataFrame()
-        {            
+        {
             // Calling CreateDataFrame with schema
             {
                 var data = new List<GenericRow>

src/csharp/Microsoft.Spark/Interop/Ipc/JvmBridge.cs

@@ -8,6 +8,7 @@ using System.Collections.Generic;
 using System.IO;
 using System.Net;
 using System.Text;
+using System.Threading;
 using Microsoft.Spark.Network;
 using Microsoft.Spark.Services;
 
@@ -35,6 +36,7 @@ namespace Microsoft.Spark.Interop.Ipc
         private readonly ILoggerService _logger =
             LoggerServiceFactory.GetLogger(typeof(JvmBridge));
         private readonly int _portNumber;
+        private readonly JvmThreadPoolGC _jvmThreadPoolGC;
 
         internal JvmBridge(int portNumber)
         {
@@ -45,6 +47,9 @@ namespace Microsoft.Spark.Interop.Ipc
 
             _portNumber = portNumber;
             _logger.LogInfo($"JvMBridge port is {portNumber}");
+
+            _jvmThreadPoolGC = new JvmThreadPoolGC(
+                _logger, this, SparkEnvironment.ConfigurationService.JvmThreadGCInterval);
         }
 
         private ISocketWrapper GetConnection()
@@ -158,11 +163,13 @@ namespace Microsoft.Spark.Interop.Ipc
             ISocketWrapper socket = null;
             try
             {
+                Thread thread = Thread.CurrentThread;
                 MemoryStream payloadMemoryStream = s_payloadMemoryStream ??= new MemoryStream();
                 payloadMemoryStream.Position = 0;
                 PayloadHelper.BuildPayload(
                     payloadMemoryStream,
                     isStatic,
+                    thread.ManagedThreadId,
                     classNameOrJvmObjectReference,
                     methodName,
                     args);
@@ -176,6 +183,8 @@ namespace Microsoft.Spark.Interop.Ipc
                     (int)payloadMemoryStream.Position);
                 outputStream.Flush();
 
+                _jvmThreadPoolGC.TryAddThread(thread);
+
                 Stream inputStream = socket.InputStream;
                 int isMethodCallFailed = SerDe.ReadInt32(inputStream);
                 if (isMethodCallFailed != 0)
@@ -410,6 +419,7 @@ namespace Microsoft.Spark.Interop.Ipc
 
         public void Dispose()
         {
+            _jvmThreadPoolGC.Dispose();
             while (_sockets.TryDequeue(out ISocketWrapper socket))
             {
                 if (socket != null)

src/csharp/Microsoft.Spark/Interop/Ipc/JvmThreadPoolGC.cs

@@ -0,0 +1,149 @@
+// Licensed to the .NET Foundation under one or more agreements.
+// The .NET Foundation licenses this file to you under the MIT license.
+// See the LICENSE file in the project root for more information.
+
+using System;
+using System.Collections.Concurrent;
+using System.Collections.Generic;
+using System.Threading;
+using Microsoft.Spark.Services;
+
+namespace Microsoft.Spark.Interop.Ipc
+{
+    /// <summary>
+    /// In .NET for Apache Spark, we maintain a 1-to-1 mapping between .NET application threads
+    /// and corresponding JVM threads. When a .NET thread calls a Spark API, that call is executed
+    /// by its corresponding JVM thread. This functionality allows for multithreaded applications
+    /// with thread-local variables.
+    /// 
+    /// This class keeps track of the .NET application thread lifecycle. When a .NET application
+    /// thread is no longer alive, this class submits an rmThread command to the JVM backend to 
+    /// dispose of its corresponding JVM thread. All methods are thread-safe.
+    /// </summary>
+    internal class JvmThreadPoolGC : IDisposable
+    {
+        private readonly ILoggerService _loggerService;
+        private readonly IJvmBridge _jvmBridge;
+        private readonly TimeSpan _threadGCInterval;
+        private readonly ConcurrentDictionary<int, Thread> _activeThreads;
+
+        private readonly object _activeThreadGCTimerLock;
+        private Timer _activeThreadGCTimer;
+
+        /// <summary>
+        /// Construct the JvmThreadPoolGC.
+        /// </summary>
+        /// <param name="loggerService">Logger service.</param>
+        /// <param name="jvmBridge">The JvmBridge used to call JVM methods.</param>
+        /// <param name="threadGCInterval">The interval to GC finished threads.</param>
+        public JvmThreadPoolGC(ILoggerService loggerService, IJvmBridge jvmBridge, TimeSpan threadGCInterval)
+        {
+            _loggerService = loggerService;
+            _jvmBridge = jvmBridge;
+            _threadGCInterval = threadGCInterval;
+            _activeThreads = new ConcurrentDictionary<int, Thread>();
+
+            _activeThreadGCTimerLock = new object();
+            _activeThreadGCTimer = null;
+        }
+
+        /// <summary>
+        /// Dispose of the GC timer and run a final round of thread GC.
+        /// </summary>
+        public void Dispose()
+        {
+            lock (_activeThreadGCTimerLock)
+            {
+                if (_activeThreadGCTimer != null)
+                {
+                    _activeThreadGCTimer.Dispose();
+                    _activeThreadGCTimer = null;
+                }
+            }
+
+            GCThreads();
+        }
+
+        /// <summary>
+        /// Try to start monitoring a thread.
+        /// </summary>
+        /// <param name="thread">The thread to add.</param>
+        /// <returns>True if success, false if already added.</returns>
+        public bool TryAddThread(Thread thread)
+        {
+            bool returnValue = _activeThreads.TryAdd(thread.ManagedThreadId, thread);
+
+            // Initialize the GC timer if necessary.
+            if (_activeThreadGCTimer == null)
+            {
+                lock (_activeThreadGCTimerLock)
+                {
+                    if (_activeThreadGCTimer == null && _activeThreads.Count > 0)
+                    {
+                        _activeThreadGCTimer = new Timer(
+                            (state) => GCThreads(),
+                            null,
+                            _threadGCInterval,
+                            _threadGCInterval);
+                    }
+                }
+            }
+
+            return returnValue;
+        }
+
+        /// <summary>
+        /// Try to remove a thread from the pool. If the removal is successful, then the
+        /// corresponding JVM thread will also be disposed.
+        /// </summary>
+        /// <param name="threadId">The ID of the thread to remove.</param>
+        /// <returns>True if success, false if the thread cannot be found.</returns>
+        private bool TryDisposeJvmThread(int threadId)
+        {
+            if (_activeThreads.TryRemove(threadId, out _))
+            {
+                // _activeThreads does not have ownership of the threads on the .NET side. This 
+                // class does not need to call Join() on the .NET Thread. However, this class is
+                // responsible for sending the rmThread command to the JVM to trigger disposal
+                // of the corresponding JVM thread.
+                if ((bool)_jvmBridge.CallStaticJavaMethod("DotnetHandler", "rmThread", threadId))
+                {
+                    _loggerService.LogDebug($"GC'd JVM thread {threadId}.");
+                    return true;
+                }
+                else
+                {
+                    _loggerService.LogWarn(
+                        $"rmThread returned false for JVM thread {threadId}. " +
+                        $"Either thread does not exist or has already been GC'd.");
+                }
+            }
+
+            return false;
+        }
+
+        /// <summary>
+        /// Remove any threads that are no longer active.
+        /// </summary>
+        private void GCThreads()
+        {
+            foreach (KeyValuePair<int, Thread> kvp in _activeThreads)
+            {
+                if (!kvp.Value.IsAlive)
+                {
+                    TryDisposeJvmThread(kvp.Key);
+                }
+            }
+
+            lock (_activeThreadGCTimerLock)
+            {
+                // Dispose of the timer if there are no threads to monitor.
+                if (_activeThreadGCTimer != null && _activeThreads.IsEmpty)
+                {
+                    _activeThreadGCTimer.Dispose();
+                    _activeThreadGCTimer = null;
+                }
+            }
+        }
+    }
+}

src/csharp/Microsoft.Spark/Interop/Ipc/PayloadHelper.cs

@@ -27,7 +27,7 @@ namespace Microsoft.Spark.Interop.Ipc
         private static readonly byte[] s_timestampTypeId = new[] { (byte)'t' };
         private static readonly byte[] s_jvmObjectTypeId = new[] { (byte)'j' };
         private static readonly byte[] s_byteArrayTypeId = new[] { (byte)'r' };
-        private static readonly byte[] s_doubleArrayArrayTypeId = new[] { ( byte)'A' };
+        private static readonly byte[] s_doubleArrayArrayTypeId = new[] { (byte)'A' };
         private static readonly byte[] s_arrayTypeId = new[] { (byte)'l' };
         private static readonly byte[] s_dictionaryTypeId = new[] { (byte)'e' };
         private static readonly byte[] s_rowArrTypeId = new[] { (byte)'R' };
@@ -39,6 +39,7 @@ namespace Microsoft.Spark.Interop.Ipc
         internal static void BuildPayload(
             MemoryStream destination,
             bool isStaticMethod,
+            int threadId,
             object classNameOrJvmObjectReference,
             string methodName,
             object[] args)
@@ -48,6 +49,7 @@ namespace Microsoft.Spark.Interop.Ipc
             destination.Position += sizeof(int);
 
             SerDe.Write(destination, isStaticMethod);
+            SerDe.Write(destination, threadId);
             SerDe.Write(destination, classNameOrJvmObjectReference.ToString());
             SerDe.Write(destination, methodName);
             SerDe.Write(destination, args.Length);
@@ -140,7 +142,7 @@ namespace Microsoft.Spark.Interop.Ipc
                                     SerDe.Write(destination, d);
                                 }
                                 break;
-                            
+
                             case double[][] argDoubleArrayArray:
                                 SerDe.Write(destination, s_doubleArrayArrayTypeId);
                                 SerDe.Write(destination, argDoubleArrayArray.Length);

src/csharp/Microsoft.Spark/Services/ConfigurationService.cs

@@ -33,6 +33,18 @@ namespace Microsoft.Spark.Services
 
         private string _workerPath;
 
+        /// <summary>
+        /// How often to run GC on JVM ThreadPool threads. Defaults to 5 minutes.
+        /// </summary>
+        public TimeSpan JvmThreadGCInterval
+        {
+            get
+            {
+                string envVar = Environment.GetEnvironmentVariable("DOTNET_JVM_THREAD_GC_INTERVAL");
+                return string.IsNullOrEmpty(envVar) ? TimeSpan.FromMinutes(5) : TimeSpan.Parse(envVar);
+            }
+        }
+
         /// <summary>
         /// Returns the port number for socket communication between JVM and CLR.
         /// </summary>

src/csharp/Microsoft.Spark/Services/IConfigurationService.cs

@@ -2,6 +2,8 @@
 // The .NET Foundation licenses this file to you under the MIT license.
 // See the LICENSE file in the project root for more information.
 
+using System;
+
 namespace Microsoft.Spark.Services
 {
     /// <summary>
@@ -9,6 +11,11 @@ namespace Microsoft.Spark.Services
     /// </summary>
     internal interface IConfigurationService
     {
+        /// <summary>
+        /// How often to run GC on JVM ThreadPool threads.
+        /// </summary>
+        TimeSpan JvmThreadGCInterval { get; }
+
         /// <summary>
         /// The port number used for communicating with the .NET backend process.
         /// </summary>

src/csharp/Microsoft.Spark/Sql/SparkSession.cs

@@ -61,10 +61,40 @@ namespace Microsoft.Spark.Sql
         /// <returns>Builder object</returns>
         public static Builder Builder() => new Builder();
 
-        /// Note that *ActiveSession() APIs are not exposed because these APIs work with a
+        /// <summary>
-        /// thread-local variable, which stores the session variable. Since the Netty server
+        /// Changes the SparkSession that will be returned in this thread when 
-        /// that handles the requests is multi-threaded, any thread can invoke these APIs,
+        /// <see cref="Builder.GetOrCreate"/> is called. This can be used to ensure that a given
-        /// resulting in unexpected behaviors if different threads are used.
+        /// thread receives a SparkSession with an isolated session, instead of the global
+        /// (first created) context.
+        /// </summary>
+        /// <param name="session">SparkSession object</param>
+        public static void SetActiveSession(SparkSession session) =>
+            session._jvmObject.Jvm.CallStaticJavaMethod(
+                s_sparkSessionClassName, "setActiveSession", session);
+
+        /// <summary>
+        /// Clears the active SparkSession for current thread. Subsequent calls to
+        /// <see cref="Builder.GetOrCreate"/> will return the first created context
+        /// instead of a thread-local override.
+        /// </summary>
+        public static void ClearActiveSession() =>
+            SparkEnvironment.JvmBridge.CallStaticJavaMethod(
+                s_sparkSessionClassName, "clearActiveSession");
+
+        /// <summary>
+        /// Returns the active SparkSession for the current thread, returned by the builder.
+        /// </summary>
+        /// <returns>Return null, when calling this function on executors</returns>
+        public static SparkSession GetActiveSession()
+        {
+            var optionalSession = new Option(
+                (JvmObjectReference)SparkEnvironment.JvmBridge.CallStaticJavaMethod(
+                    s_sparkSessionClassName, "getActiveSession"));
+
+            return optionalSession.IsDefined()
+                ? new SparkSession((JvmObjectReference)optionalSession.Get())
+                : null;
+        }
 
         /// <summary>
         /// Sets the default SparkSession that is returned by the builder.

src/scala/microsoft-spark-2.3.x/src/main/scala/org/apache/spark/api/dotnet/DotnetBackendHandler.scala

@@ -8,14 +8,14 @@ package org.apache.spark.api.dotnet
 
 import java.io.{ByteArrayInputStream, ByteArrayOutputStream, DataInputStream, DataOutputStream}
 
+import scala.collection.mutable.HashMap
+import scala.language.existentials
+
 import io.netty.channel.{ChannelHandlerContext, SimpleChannelInboundHandler}
 import org.apache.spark.api.dotnet.SerDe._
 import org.apache.spark.internal.Logging
 import org.apache.spark.util.Utils
 
-import scala.collection.mutable.HashMap
-import scala.language.existentials
-
 /**
  * Handler for DotnetBackend.
  * This implementation is similar to RBackendHandler.
@@ -42,6 +42,7 @@ class DotnetBackendHandler(server: DotnetBackend)
 
     // First bit is isStatic
     val isStatic = readBoolean(dis)
+    val threadId = readInt(dis)
     val objId = readString(dis)
     val methodName = readString(dis)
     val numArgs = readInt(dis)
@@ -65,12 +66,24 @@ class DotnetBackendHandler(server: DotnetBackend)
               logError(s"Removing $objId failed", e)
               writeInt(dos, -1)
           }
+        case "rmThread" =>
+          try {
+            assert(readObjectType(dis) == 'i')
+            val threadToDelete = readInt(dis)
+            val result = ThreadPool.tryDeleteThread(threadToDelete)
+            writeInt(dos, 0)
+            writeObject(dos, result.asInstanceOf[AnyRef])
+          } catch {
+            case e: Exception =>
+              logError(s"Removing thread $threadId failed", e)
+              writeInt(dos, -1)
+          }
         case "connectCallback" =>
           assert(readObjectType(dis) == 'c')
           val address = readString(dis)
           assert(readObjectType(dis) == 'i')
           val port = readInt(dis)
-          DotnetBackend.setCallbackClient(address, port);
+          DotnetBackend.setCallbackClient(address, port)
           writeInt(dos, 0)
           writeType(dos, "void")
         case "closeCallback" =>
@@ -82,7 +95,8 @@ class DotnetBackendHandler(server: DotnetBackend)
         case _ => dos.writeInt(-1)
       }
     } else {
-      handleMethodCall(isStatic, objId, methodName, numArgs, dis, dos)
+      ThreadPool
+        .run(threadId, () => handleMethodCall(isStatic, objId, methodName, numArgs, dis, dos))
     }
 
     bos.toByteArray
@@ -162,19 +176,21 @@ class DotnetBackendHandler(server: DotnetBackend)
           "invalid method " + methodName + " for object " + objId)
       }
     } catch {
-      case e: Exception =>
+      case e: Throwable =>
         val jvmObj = JVMObjectTracker.get(objId)
         val jvmObjName = jvmObj match {
           case Some(jObj) => jObj.getClass.getName
           case None => "NullObject"
         }
-        val argsStr = args.map(arg => {
+        val argsStr = args
-          if (arg != null) {
+          .map(arg => {
-            s"[Type=${arg.getClass.getCanonicalName}, Value: $arg]"
+            if (arg != null) {
-          } else {
+              s"[Type=${arg.getClass.getCanonicalName}, Value: $arg]"
-            "[Value: NULL]"
+            } else {
-          }
+              "[Value: NULL]"
-        }).mkString(", ")
+            }
+          })
+          .mkString(", ")
 
         logError(s"Failed to execute '$methodName' on '$jvmObjName' with args=($argsStr)")
 

src/scala/microsoft-spark-2.3.x/src/main/scala/org/apache/spark/api/dotnet/ThreadPool.scala

@@ -0,0 +1,64 @@
+/*
+ * Licensed to the .NET Foundation under one or more agreements.
+ * The .NET Foundation licenses this file to you under the MIT license.
+ * See the LICENSE file in the project root for more information.
+ */
+
+package org.apache.spark.api.dotnet
+
+import java.util.concurrent.{ExecutorService, Executors}
+
+import scala.collection.mutable
+
+/**
+ * Pool of thread executors. There should be a 1-1 correspondence between C# threads
+ * and Java threads.
+ */
+object ThreadPool {
+
+  /**
+   * Map from threadId to corresponding executor.
+   */
+  private val executors: mutable.HashMap[Int, ExecutorService] =
+    new mutable.HashMap[Int, ExecutorService]()
+
+  /**
+   * Run some code on a particular thread.
+   *
+   * @param threadId Integer id of the thread.
+   * @param task Function to run on the thread.
+   */
+  def run(threadId: Int, task: () => Unit): Unit = {
+    val executor = getOrCreateExecutor(threadId)
+    val future = executor.submit(new Runnable {
+      override def run(): Unit = task()
+    })
+
+    future.get()
+  }
+
+  /**
+   * Try to delete a particular thread.
+   *
+   * @param threadId Integer id of the thread.
+   * @return True if successful, false if thread does not exist.
+   */
+  def tryDeleteThread(threadId: Int): Boolean = synchronized {
+    executors.remove(threadId) match {
+      case Some(executorService) =>
+        executorService.shutdown()
+        true
+      case None => false
+    }
+  }
+
+  /**
+   * Get the executor if it exists, otherwise create a new one.
+   *
+   * @param id Integer id of the thread.
+   * @return The new or existing executor with the given id.
+   */
+  private def getOrCreateExecutor(id: Int): ExecutorService = synchronized {
+    executors.getOrElseUpdate(id, Executors.newSingleThreadExecutor)
+  }
+}

src/scala/microsoft-spark-2.4.x/src/main/scala/org/apache/spark/api/dotnet/DotnetBackendHandler.scala

@@ -8,14 +8,14 @@ package org.apache.spark.api.dotnet
 
 import java.io.{ByteArrayInputStream, ByteArrayOutputStream, DataInputStream, DataOutputStream}
 
+import scala.collection.mutable.HashMap
+import scala.language.existentials
+
 import io.netty.channel.{ChannelHandlerContext, SimpleChannelInboundHandler}
 import org.apache.spark.api.dotnet.SerDe._
 import org.apache.spark.internal.Logging
 import org.apache.spark.util.Utils
 
-import scala.collection.mutable.HashMap
-import scala.language.existentials
-
 /**
  * Handler for DotnetBackend.
  * This implementation is similar to RBackendHandler.
@@ -42,6 +42,7 @@ class DotnetBackendHandler(server: DotnetBackend)
 
     // First bit is isStatic
     val isStatic = readBoolean(dis)
+    val threadId = readInt(dis)
     val objId = readString(dis)
     val methodName = readString(dis)
     val numArgs = readInt(dis)
@@ -65,12 +66,24 @@ class DotnetBackendHandler(server: DotnetBackend)
               logError(s"Removing $objId failed", e)
               writeInt(dos, -1)
           }
+        case "rmThread" =>
+          try {
+            assert(readObjectType(dis) == 'i')
+            val threadToDelete = readInt(dis)
+            val result = ThreadPool.tryDeleteThread(threadToDelete)
+            writeInt(dos, 0)
+            writeObject(dos, result.asInstanceOf[AnyRef])
+          } catch {
+            case e: Exception =>
+              logError(s"Removing thread $threadId failed", e)
+              writeInt(dos, -1)
+          }
         case "connectCallback" =>
           assert(readObjectType(dis) == 'c')
           val address = readString(dis)
           assert(readObjectType(dis) == 'i')
           val port = readInt(dis)
-          DotnetBackend.setCallbackClient(address, port);
+          DotnetBackend.setCallbackClient(address, port)
           writeInt(dos, 0)
           writeType(dos, "void")
         case "closeCallback" =>
@@ -82,7 +95,8 @@ class DotnetBackendHandler(server: DotnetBackend)
         case _ => dos.writeInt(-1)
       }
     } else {
-      handleMethodCall(isStatic, objId, methodName, numArgs, dis, dos)
+      ThreadPool
+        .run(threadId, () => handleMethodCall(isStatic, objId, methodName, numArgs, dis, dos))
     }
 
     bos.toByteArray
@@ -162,19 +176,21 @@ class DotnetBackendHandler(server: DotnetBackend)
           "invalid method " + methodName + " for object " + objId)
       }
     } catch {
-      case e: Exception =>
+      case e: Throwable =>
         val jvmObj = JVMObjectTracker.get(objId)
         val jvmObjName = jvmObj match {
           case Some(jObj) => jObj.getClass.getName
           case None => "NullObject"
         }
-        val argsStr = args.map(arg => {
+        val argsStr = args
-          if (arg != null) {
+          .map(arg => {
-            s"[Type=${arg.getClass.getCanonicalName}, Value: $arg]"
+            if (arg != null) {
-          } else {
+              s"[Type=${arg.getClass.getCanonicalName}, Value: $arg]"
-            "[Value: NULL]"
+            } else {
-          }
+              "[Value: NULL]"
-        }).mkString(", ")
+            }
+          })
+          .mkString(", ")
 
         logError(s"Failed to execute '$methodName' on '$jvmObjName' with args=($argsStr)")
 

src/scala/microsoft-spark-2.4.x/src/main/scala/org/apache/spark/api/dotnet/ThreadPool.scala

@@ -0,0 +1,64 @@
+/*
+ * Licensed to the .NET Foundation under one or more agreements.
+ * The .NET Foundation licenses this file to you under the MIT license.
+ * See the LICENSE file in the project root for more information.
+ */
+
+package org.apache.spark.api.dotnet
+
+import java.util.concurrent.{ExecutorService, Executors}
+
+import scala.collection.mutable
+
+/**
+ * Pool of thread executors. There should be a 1-1 correspondence between C# threads
+ * and Java threads.
+ */
+object ThreadPool {
+
+  /**
+   * Map from threadId to corresponding executor.
+   */
+  private val executors: mutable.HashMap[Int, ExecutorService] =
+    new mutable.HashMap[Int, ExecutorService]()
+
+  /**
+   * Run some code on a particular thread.
+   *
+   * @param threadId Integer id of the thread.
+   * @param task Function to run on the thread.
+   */
+  def run(threadId: Int, task: () => Unit): Unit = {
+    val executor = getOrCreateExecutor(threadId)
+    val future = executor.submit(new Runnable {
+      override def run(): Unit = task()
+    })
+
+    future.get()
+  }
+
+  /**
+   * Try to delete a particular thread.
+   *
+   * @param threadId Integer id of the thread.
+   * @return True if successful, false if thread does not exist.
+   */
+  def tryDeleteThread(threadId: Int): Boolean = synchronized {
+    executors.remove(threadId) match {
+      case Some(executorService) =>
+        executorService.shutdown()
+        true
+      case None => false
+    }
+  }
+
+  /**
+   * Get the executor if it exists, otherwise create a new one.
+   *
+   * @param id Integer id of the thread.
+   * @return The new or existing executor with the given id.
+   */
+  private def getOrCreateExecutor(id: Int): ExecutorService = synchronized {
+    executors.getOrElseUpdate(id, Executors.newSingleThreadExecutor)
+  }
+}

src/scala/microsoft-spark-3.0.x/src/main/scala/org/apache/spark/api/dotnet/DotnetBackendHandler.scala

@@ -42,6 +42,7 @@ class DotnetBackendHandler(server: DotnetBackend)
 
     // First bit is isStatic
     val isStatic = readBoolean(dis)
+    val threadId = readInt(dis)
     val objId = readString(dis)
     val methodName = readString(dis)
     val numArgs = readInt(dis)
@@ -65,12 +66,24 @@ class DotnetBackendHandler(server: DotnetBackend)
               logError(s"Removing $objId failed", e)
               writeInt(dos, -1)
           }
+        case "rmThread" =>
+          try {
+            assert(readObjectType(dis) == 'i')
+            val threadToDelete = readInt(dis)
+            val result = ThreadPool.tryDeleteThread(threadToDelete)
+            writeInt(dos, 0)
+            writeObject(dos, result.asInstanceOf[AnyRef])
+          } catch {
+            case e: Exception =>
+              logError(s"Removing thread $threadId failed", e)
+              writeInt(dos, -1)
+          }
         case "connectCallback" =>
           assert(readObjectType(dis) == 'c')
           val address = readString(dis)
           assert(readObjectType(dis) == 'i')
           val port = readInt(dis)
-          DotnetBackend.setCallbackClient(address, port);
+          DotnetBackend.setCallbackClient(address, port)
           writeInt(dos, 0)
           writeType(dos, "void")
         case "closeCallback" =>
@@ -82,7 +95,8 @@ class DotnetBackendHandler(server: DotnetBackend)
         case _ => dos.writeInt(-1)
       }
     } else {
-      handleMethodCall(isStatic, objId, methodName, numArgs, dis, dos)
+      ThreadPool
+        .run(threadId, () => handleMethodCall(isStatic, objId, methodName, numArgs, dis, dos))
     }
 
     bos.toByteArray
@@ -162,19 +176,21 @@ class DotnetBackendHandler(server: DotnetBackend)
           "invalid method " + methodName + " for object " + objId)
       }
     } catch {
-      case e: Exception =>
+      case e: Throwable =>
         val jvmObj = JVMObjectTracker.get(objId)
         val jvmObjName = jvmObj match {
           case Some(jObj) => jObj.getClass.getName
           case None => "NullObject"
         }
-        val argsStr = args.map(arg => {
+        val argsStr = args
-          if (arg != null) {
+          .map(arg => {
-            s"[Type=${arg.getClass.getCanonicalName}, Value: $arg]"
+            if (arg != null) {
-          } else {
+              s"[Type=${arg.getClass.getCanonicalName}, Value: $arg]"
-            "[Value: NULL]"
+            } else {
-          }
+              "[Value: NULL]"
-        }).mkString(", ")
+            }
+          })
+          .mkString(", ")
 
         logError(s"Failed to execute '$methodName' on '$jvmObjName' with args=($argsStr)")
 

src/scala/microsoft-spark-3.0.x/src/main/scala/org/apache/spark/api/dotnet/ThreadPool.scala

@@ -0,0 +1,64 @@
+/*
+ * Licensed to the .NET Foundation under one or more agreements.
+ * The .NET Foundation licenses this file to you under the MIT license.
+ * See the LICENSE file in the project root for more information.
+ */
+
+package org.apache.spark.api.dotnet
+
+import java.util.concurrent.{ExecutorService, Executors}
+
+import scala.collection.mutable
+
+/**
+ * Pool of thread executors. There should be a 1-1 correspondence between C# threads
+ * and Java threads.
+ */
+object ThreadPool {
+
+  /**
+   * Map from threadId to corresponding executor.
+   */
+  private val executors: mutable.HashMap[Int, ExecutorService] =
+    new mutable.HashMap[Int, ExecutorService]()
+
+  /**
+   * Run some code on a particular thread.
+   *
+   * @param threadId Integer id of the thread.
+   * @param task Function to run on the thread.
+   */
+  def run(threadId: Int, task: () => Unit): Unit = {
+    val executor = getOrCreateExecutor(threadId)
+    val future = executor.submit(new Runnable {
+      override def run(): Unit = task()
+    })
+
+    future.get()
+  }
+
+  /**
+   * Try to delete a particular thread.
+   *
+   * @param threadId Integer id of the thread.
+   * @return True if successful, false if thread does not exist.
+   */
+  def tryDeleteThread(threadId: Int): Boolean = synchronized {
+    executors.remove(threadId) match {
+      case Some(executorService) =>
+        executorService.shutdown()
+        true
+      case None => false
+    }
+  }
+
+  /**
+   * Get the executor if it exists, otherwise create a new one.
+   *
+   * @param id Integer id of the thread.
+   * @return The new or existing executor with the given id.
+   */
+  private def getOrCreateExecutor(id: Int): ExecutorService = synchronized {
+    executors.getOrElseUpdate(id, Executors.newSingleThreadExecutor)
+  }
+}