diff --git a/runners/spark/src/main/java/org/apache/beam/runners/spark/SparkNativePipelineVisitor.java b/runners/spark/src/main/java/org/apache/beam/runners/spark/SparkNativePipelineVisitor.java
index 54b3b8f46770..143eab8be85f 100644
--- a/runners/spark/src/main/java/org/apache/beam/runners/spark/SparkNativePipelineVisitor.java
+++ b/runners/spark/src/main/java/org/apache/beam/runners/spark/SparkNativePipelineVisitor.java
@@ -183,7 +183,7 @@ private String replaceFnString(
       String doFnName;
       Class<?> enclosingClass = fnClass.getEnclosingClass();
       if (enclosingClass != null && enclosingClass.equals(MapElements.class)) {
-        Field parent = fnClass.getDeclaredField("this$0");
+        Field parent = fnClass.getSuperclass().getDeclaredField("outer");
         parent.setAccessible(true);
         Field fnField = enclosingClass.getDeclaredField(fnFieldName);
         fnField.setAccessible(true);
diff --git a/runners/spark/src/test/java/org/apache/beam/runners/spark/SparkRunnerDebuggerTest.java b/runners/spark/src/test/java/org/apache/beam/runners/spark/SparkRunnerDebuggerTest.java
index ef3e9589ba2e..6e4acc6fb930 100644
--- a/runners/spark/src/test/java/org/apache/beam/runners/spark/SparkRunnerDebuggerTest.java
+++ b/runners/spark/src/test/java/org/apache/beam/runners/spark/SparkRunnerDebuggerTest.java
@@ -17,13 +17,17 @@
  */
 package org.apache.beam.runners.spark;
 
+import static org.apache.beam.sdk.transforms.Contextful.fn;
+import static org.apache.beam.sdk.transforms.Requirements.requiresSideInputs;
 import static org.hamcrest.MatcherAssert.assertThat;
 
+import java.util.Arrays;
 import java.util.Collections;
 import org.apache.beam.runners.spark.examples.WordCount;
 import org.apache.beam.sdk.Pipeline;
 import org.apache.beam.sdk.coders.KvCoder;
 import org.apache.beam.sdk.coders.StringUtf8Coder;
+import org.apache.beam.sdk.coders.VarIntCoder;
 import org.apache.beam.sdk.io.TextIO;
 import org.apache.beam.sdk.io.kafka.KafkaIO;
 import org.apache.beam.sdk.options.PipelineOptions;
@@ -39,12 +43,15 @@
 import org.apache.beam.sdk.transforms.SerializableFunction;
 import org.apache.beam.sdk.transforms.SimpleFunction;
 import org.apache.beam.sdk.transforms.Sum;
+import org.apache.beam.sdk.transforms.View;
 import org.apache.beam.sdk.transforms.WithKeys;
 import org.apache.beam.sdk.transforms.windowing.FixedWindows;
 import org.apache.beam.sdk.transforms.windowing.Window;
 import org.apache.beam.sdk.values.KV;
 import org.apache.beam.sdk.values.PCollection;
 import org.apache.beam.sdk.values.PCollectionList;
+import org.apache.beam.sdk.values.PCollectionView;
+import org.apache.beam.sdk.values.TypeDescriptor;
 import org.apache.kafka.common.serialization.StringDeserializer;
 import org.apache.kafka.common.serialization.StringSerializer;
 import org.hamcrest.Matchers;
@@ -160,6 +167,40 @@ public void debugStreamingPipeline() {
         Matchers.equalTo(expectedPipeline));
   }
 
+  @Test
+  public void debugBatchPipelineWithContextfulTransform() {
+    PipelineOptions options = contextRule.configure(PipelineOptionsFactory.create());
+    options.setRunner(SparkRunnerDebugger.class);
+    Pipeline pipeline = Pipeline.create(options);
+
+    final PCollectionView<Integer> view =
+        pipeline.apply("Dummy", Create.of(0)).apply(View.asSingleton());
+
+    pipeline
+        .apply(Create.of(Arrays.asList(0)))
+        .setCoder(VarIntCoder.of())
+        .apply(
+            MapElements.into(new TypeDescriptor<Integer>() {})
+                .via(fn((element, c) -> element, requiresSideInputs(view))));
+
+    SparkRunnerDebugger.DebugSparkPipelineResult result =
+        (SparkRunnerDebugger.DebugSparkPipelineResult) pipeline.run();
+
+    final String expectedPipeline =
+        "sparkContext.<impulse>()\n"
+            + "_.mapPartitions(new org.apache.beam.sdk.transforms.Create$Values$2())\n"
+            + "_.aggregate(..., new org.apache.beam.sdk.transforms.View$SingletonCombineFn(), ...)\n"
+            + "_.<createPCollectionView>\n"
+            + "sparkContext.<impulse>()\n"
+            + "_.mapPartitions(new org.apache.beam.sdk.transforms.Create$Values$2())\n"
+            + "_.mapPartitions(new org.apache.beam.sdk.transforms.Contextful())";
+
+    assertThat(
+        "Debug pipeline did not equal expected",
+        result.getDebugString(),
+        Matchers.equalTo(expectedPipeline));
+  }
+
   private static class FormatKVFn extends DoFn<KV<String, String>, String> {
     @SuppressWarnings("unused")
     @ProcessElement
diff --git a/sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/MapElements.java b/sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/MapElements.java
index 7210e82e0ca1..6b123d3bd106 100644
--- a/sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/MapElements.java
+++ b/sdks/java/core/src/main/java/org/apache/beam/sdk/transforms/MapElements.java
@@ -159,6 +159,10 @@ public void processElement(
 
   /** A DoFn implementation that handles a trivial map call. */
   private abstract class MapDoFn extends DoFn<InputT, OutputT> {
+
+    /** Holds {@link MapDoFn#outer instance} of enclosing class, used by runner implementations. */
+    final MapElements<InputT, OutputT> outer = MapElements.this;
+
     @Override
     public void populateDisplayData(DisplayData.Builder builder) {
       builder.delegate(MapElements.this);