rdblue commented on code in PR #13219:
URL: https://github.com/apache/iceberg/pull/13219#discussion_r2229607321


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spark/v4.0/spark/src/test/java/org/apache/iceberg/spark/data/TestSparkVariants.java:
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@@ -0,0 +1,238 @@
+/*
+ * 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.iceberg.spark.data;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+import java.nio.ByteBuffer;
+import java.nio.ByteOrder;
+import java.util.UUID;
+import org.apache.iceberg.spark.TestBase;
+import org.apache.iceberg.types.Types;
+import org.apache.iceberg.variants.ShreddedObject;
+import org.apache.iceberg.variants.ValueArray;
+import org.apache.iceberg.variants.Variant;
+import org.apache.iceberg.variants.VariantMetadata;
+import org.apache.iceberg.variants.VariantValue;
+import org.apache.iceberg.variants.Variants;
+import org.apache.spark.sql.types.VariantType$;
+import org.apache.spark.unsafe.types.VariantVal;
+import org.junit.jupiter.api.Test;
+
+public class TestSparkVariants extends TestBase {
+
+  @Test
+  public void testIcebergVariantTypeToSparkVariantType() {
+    // Test that Iceberg's VariantType converts to Spark's VariantType
+    Types.VariantType icebergVariantType = Types.VariantType.get();
+
+    // This would be done by TypeToSparkType converter
+    // For now, we just verify the types exist and can be referenced
+    assertThat(icebergVariantType).isNotNull();
+    assertThat(VariantType$.MODULE$).isNotNull();
+  }
+
+  @Test
+  public void testSparkVariantTypeToIcebergVariantType() {
+    // Test that Spark's VariantType converts to Iceberg's VariantType
+    org.apache.spark.sql.types.DataType sparkVariantType = 
VariantType$.MODULE$;
+
+    // This would be done by SparkTypeToType converter
+    // For now, we just verify the types exist and can be referenced
+    assertThat(sparkVariantType).isNotNull();
+    assertThat(Types.VariantType.get()).isNotNull();
+  }
+
+  @Test
+  public void testVariantValueSerialization() {
+    // Test that Iceberg Variant can be serialized to bytes that are 
compatible with Spark's
+    // VariantVal
+    VariantMetadata metadata = Variants.emptyMetadata();
+    VariantValue stringValue = Variants.of("test");
+    Variant variant = Variant.of(metadata, stringValue);
+
+    // Serialize the variant
+    ByteBuffer metadataBuffer =
+        
ByteBuffer.allocate(metadata.sizeInBytes()).order(ByteOrder.LITTLE_ENDIAN);
+    metadata.writeTo(metadataBuffer, 0);
+
+    ByteBuffer valueBuffer =
+        
ByteBuffer.allocate(stringValue.sizeInBytes()).order(ByteOrder.LITTLE_ENDIAN);
+    stringValue.writeTo(valueBuffer, 0);
+
+    // Verify serialization worked - the writeTo method doesn't change buffer 
position
+    // Instead, verify that the data was written correctly by checking the 
buffer contents
+    
assertThat(metadataBuffer.array().length).isEqualTo(metadata.sizeInBytes());
+    
assertThat(valueBuffer.array().length).isEqualTo(stringValue.sizeInBytes());
+
+    // Test that we can create a VariantVal from the serialized bytes
+    byte[] metadataBytes = metadataBuffer.array();
+    byte[] valueBytes = valueBuffer.array();
+
+    // This tests the integration point - Spark VariantVal should be able to 
use these bytes
+    VariantVal sparkVariant = new VariantVal(valueBytes, metadataBytes);
+    assertThat(sparkVariant).isNotNull();
+  }
+
+  @Test
+  public void testVariantPrimitiveRoundTrip() {
+    // Test various primitive types
+    testPrimitiveVariant(Variants.ofNull(), null);
+    testPrimitiveVariant(Variants.of(true), true);
+    testPrimitiveVariant(Variants.of(false), false);
+    testPrimitiveVariant(Variants.of((byte) 42), (byte) 42);
+    testPrimitiveVariant(Variants.of((short) 1000), (short) 1000);
+    testPrimitiveVariant(Variants.of(123456), 123456);
+    testPrimitiveVariant(Variants.of(123456789L), 123456789L);
+    testPrimitiveVariant(Variants.of(3.14f), 3.14f);
+    testPrimitiveVariant(Variants.of(2.71828), 2.71828);
+    testPrimitiveVariant(Variants.of("hello world"), "hello world");
+  }
+
+  @Test
+  public void testVariantArrayRoundTrip() {
+    VariantMetadata metadata = Variants.emptyMetadata();
+    ValueArray array = Variants.array();
+    array.add(Variants.of("hello"));
+    array.add(Variants.of(42));
+    array.add(Variants.ofNull());
+
+    testVariantRoundTrip(metadata, array);
+  }
+
+  @Test
+  public void testVariantObjectRoundTrip() {
+    VariantMetadata metadata = Variants.metadata("name", "age", "active");
+    ShreddedObject object = Variants.object(metadata);
+    object.put("name", Variants.of("John Doe"));
+    object.put("age", Variants.of(30));
+    object.put("active", Variants.of(true));
+
+    testVariantRoundTrip(metadata, object);
+  }
+
+  @Test
+  public void testVariantNestedStructures() {
+    VariantMetadata metadata = Variants.metadata("user", "scores", "address", 
"city", "state");
+
+    // Create nested object: address
+    ShreddedObject address = Variants.object(metadata);
+    address.put("city", Variants.of("Anytown"));
+    address.put("state", Variants.of("CA"));
+
+    // Create array of scores
+    ValueArray scores = Variants.array();
+    scores.add(Variants.of(95));
+    scores.add(Variants.of(87));
+    scores.add(Variants.of(92));
+
+    // Create main object
+    ShreddedObject mainObject = Variants.object(metadata);
+    mainObject.put("user", Variants.of("Jane"));
+    mainObject.put("scores", scores);
+    mainObject.put("address", address);
+
+    testVariantRoundTrip(metadata, mainObject);
+  }
+
+  @Test
+  public void testVariantDateTimeTypes() {
+    // Test date/time variants
+    // Calculate the correct day offset for 2024-01-15
+    testPrimitiveVariant(Variants.ofIsoDate("2024-01-15"), 19737); // days 
since epoch (corrected)
+    testPrimitiveVariant(Variants.ofIsoTimestamptz("2024-01-15T10:30:00Z"), 
1705314600000000L);
+    testPrimitiveVariant(Variants.ofIsoTimestampntz("2024-01-15T10:30:00"), 
1705314600000000L);
+    testPrimitiveVariant(Variants.ofIsoTime("10:30:00"), 37800000000L);
+  }
+
+  @Test
+  public void testVariantBinaryAndUUID() {
+    // Test binary and UUID variants
+    byte[] binaryData = {1, 2, 3, 4, 5};
+    testPrimitiveVariant(Variants.of(ByteBuffer.wrap(binaryData)), 
ByteBuffer.wrap(binaryData));
+
+    UUID uuid = UUID.randomUUID();
+    testPrimitiveVariant(Variants.ofUUID(uuid), uuid);
+  }
+
+  @Test
+  public void testUnsupportedOperations() {
+    // Test that basic operations work
+    // This tests the current state where Spark integration is not fully 
implemented
+
+    // These tests document the current behavior and should be updated
+    // when full Spark integration is implemented
+
+    // This should not throw - just verify the classes exist and basic 
operations work
+    VariantVal sparkVariant = new VariantVal(new byte[] {0}, new byte[] {1, 
0});
+    assertThat(sparkVariant.toString()).isNotNull(); // Should not throw

Review Comment:
   This uses Spark's `Variant` class that does work with the variant data 
because it converts to JSON, but I think it would be better to have tests that 
check the variant structure and values are correct, rather than just asserting 
that the structure can be converted to JSON.



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