diff --git a/integration-test/src/test/java/com/datastrato/gravitino/integration/test/spark/SparkIT.java b/integration-test/src/test/java/com/datastrato/gravitino/integration/test/spark/SparkIT.java
index 918c5b0740b..9a5bb6711cf 100644
--- a/integration-test/src/test/java/com/datastrato/gravitino/integration/test/spark/SparkIT.java
+++ b/integration-test/src/test/java/com/datastrato/gravitino/integration/test/spark/SparkIT.java
@@ -8,6 +8,7 @@
 import com.datastrato.gravitino.integration.test.util.spark.SparkTableInfo.SparkColumnInfo;
 import com.datastrato.gravitino.integration.test.util.spark.SparkTableInfoChecker;
 import com.google.common.collect.ImmutableMap;
+import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
@@ -278,6 +279,34 @@ void testAlterTableSetAndRemoveProperty() {
     Assertions.assertTrue(newProperties.containsKey("key2"));
   }
 
+  @Test
+  void testAlterTableAddAndDeleteColumn() {
+    String tableName = "test_column";
+    dropTableIfExists(tableName);
+
+    List<SparkColumnInfo> simpleTableColumns = getSimpleTableColumn();
+
+    createSimpleTable(tableName);
+    checkTableColumns(tableName, simpleTableColumns, getTableInfo(tableName));
+
+    sql(String.format("ALTER TABLE %S ADD COLUMNS (col1 string)", tableName));
+    ArrayList<SparkColumnInfo> addColumns = new ArrayList<>(simpleTableColumns);
+    addColumns.add(SparkColumnInfo.of("col1", DataTypes.StringType, null));
+    checkTableColumns(tableName, addColumns, getTableInfo(tableName));
+
+    sql(String.format("ALTER TABLE %S DROP COLUMNS (col1)", tableName));
+    checkTableColumns(tableName, simpleTableColumns, getTableInfo(tableName));
+  }
+
+  private void checkTableColumns(
+      String tableName, List<SparkColumnInfo> columnInfos, SparkTableInfo tableInfo) {
+    SparkTableInfoChecker.create()
+        .withName(tableName)
+        .withColumns(columnInfos)
+        .withComment(null)
+        .check(tableInfo);
+  }
+
   private void checkTableReadWrite(SparkTableInfo table) {
     String name = table.getTableIdentifier();
     String insertValues =
diff --git a/spark-connector/src/main/java/com/datastrato/gravitino/spark/connector/catalog/GravitinoCatalog.java b/spark-connector/src/main/java/com/datastrato/gravitino/spark/connector/catalog/GravitinoCatalog.java
index 71c4f600969..a622ec830f7 100644
--- a/spark-connector/src/main/java/com/datastrato/gravitino/spark/connector/catalog/GravitinoCatalog.java
+++ b/spark-connector/src/main/java/com/datastrato/gravitino/spark/connector/catalog/GravitinoCatalog.java
@@ -361,9 +361,37 @@ static com.datastrato.gravitino.rel.TableChange transformTableChange(TableChange
     } else if (change instanceof TableChange.RemoveProperty) {
       TableChange.RemoveProperty removeProperty = (TableChange.RemoveProperty) change;
       return com.datastrato.gravitino.rel.TableChange.removeProperty(removeProperty.property());
+    } else if (change instanceof TableChange.AddColumn) {
+      TableChange.AddColumn addColumn = (TableChange.AddColumn) change;
+      return com.datastrato.gravitino.rel.TableChange.addColumn(
+          addColumn.fieldNames(),
+          SparkTypeConverter.toGravitinoType(addColumn.dataType()),
+          addColumn.comment(),
+          transformColumnPosition(addColumn.position()),
+          addColumn.isNullable());
+    } else if (change instanceof TableChange.DeleteColumn) {
+      TableChange.DeleteColumn deleteColumn = (TableChange.DeleteColumn) change;
+      return com.datastrato.gravitino.rel.TableChange.deleteColumn(
+          deleteColumn.fieldNames(), deleteColumn.ifExists());
     } else {
       throw new UnsupportedOperationException(
           String.format("Unsupported table change %s", change.getClass().getName()));
     }
   }
+
+  private static com.datastrato.gravitino.rel.TableChange.ColumnPosition transformColumnPosition(
+      TableChange.ColumnPosition columnPosition) {
+    if (null == columnPosition) {
+      return com.datastrato.gravitino.rel.TableChange.ColumnPosition.defaultPos();
+    } else if (columnPosition instanceof TableChange.First) {
+      return com.datastrato.gravitino.rel.TableChange.ColumnPosition.first();
+    } else if (columnPosition instanceof TableChange.After) {
+      TableChange.After after = (TableChange.After) columnPosition;
+      return com.datastrato.gravitino.rel.TableChange.ColumnPosition.after(after.column());
+    } else {
+      throw new UnsupportedOperationException(
+          String.format(
+              "Unsupported table column position %s", columnPosition.getClass().getName()));
+    }
+  }
 }
diff --git a/spark-connector/src/test/java/com/datastrato/gravitino/spark/connector/catalog/TestTransformTableChange.java b/spark-connector/src/test/java/com/datastrato/gravitino/spark/connector/catalog/TestTransformTableChange.java
index 3b35d0ee459..4f9288bf8a3 100644
--- a/spark-connector/src/test/java/com/datastrato/gravitino/spark/connector/catalog/TestTransformTableChange.java
+++ b/spark-connector/src/test/java/com/datastrato/gravitino/spark/connector/catalog/TestTransformTableChange.java
@@ -5,7 +5,10 @@
 
 package com.datastrato.gravitino.spark.connector.catalog;
 
+import org.apache.spark.sql.connector.catalog.ColumnDefaultValue;
 import org.apache.spark.sql.connector.catalog.TableChange;
+import org.apache.spark.sql.connector.expressions.LiteralValue;
+import org.apache.spark.sql.types.DataTypes;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
 
@@ -35,4 +38,88 @@ void testTransformRemoveProperty() {
         (com.datastrato.gravitino.rel.TableChange.RemoveProperty) tableChange;
     Assertions.assertEquals("key", gravitinoRemoveProperty.getProperty());
   }
+
+  @Test
+  void testTransformAddColumn() {
+
+    TableChange.ColumnPosition first = TableChange.ColumnPosition.first();
+    TableChange.ColumnPosition after = TableChange.ColumnPosition.after("col0");
+    ColumnDefaultValue defaultValue =
+        new ColumnDefaultValue(
+            "CURRENT_DEFAULT", new LiteralValue("default_value", DataTypes.StringType));
+
+    TableChange.AddColumn sparkAddColumnFirst =
+        (TableChange.AddColumn)
+            TableChange.addColumn(
+                new String[] {"col1"}, DataTypes.StringType, true, "", first, defaultValue);
+    com.datastrato.gravitino.rel.TableChange gravitinoChangeFirst =
+        GravitinoCatalog.transformTableChange(sparkAddColumnFirst);
+
+    Assertions.assertTrue(
+        gravitinoChangeFirst instanceof com.datastrato.gravitino.rel.TableChange.AddColumn);
+    com.datastrato.gravitino.rel.TableChange.AddColumn gravitinoAddColumnFirst =
+        (com.datastrato.gravitino.rel.TableChange.AddColumn) gravitinoChangeFirst;
+
+    Assertions.assertEquals(sparkAddColumnFirst.fieldNames(), gravitinoAddColumnFirst.fieldName());
+    Assertions.assertTrue(
+        "string".equalsIgnoreCase(gravitinoAddColumnFirst.getDataType().simpleString()));
+    Assertions.assertTrue(
+        gravitinoAddColumnFirst.getPosition()
+            instanceof com.datastrato.gravitino.rel.TableChange.First);
+
+    TableChange.AddColumn sparkAddColumnAfter =
+        (TableChange.AddColumn)
+            TableChange.addColumn(
+                new String[] {"col1"}, DataTypes.StringType, true, "", after, defaultValue);
+    com.datastrato.gravitino.rel.TableChange gravitinoChangeAfter =
+        GravitinoCatalog.transformTableChange(sparkAddColumnAfter);
+
+    Assertions.assertTrue(
+        gravitinoChangeAfter instanceof com.datastrato.gravitino.rel.TableChange.AddColumn);
+    com.datastrato.gravitino.rel.TableChange.AddColumn gravitinoAddColumnAfter =
+        (com.datastrato.gravitino.rel.TableChange.AddColumn) gravitinoChangeAfter;
+
+    Assertions.assertEquals(sparkAddColumnAfter.fieldNames(), gravitinoAddColumnAfter.fieldName());
+    Assertions.assertTrue(
+        "string".equalsIgnoreCase(gravitinoAddColumnAfter.getDataType().simpleString()));
+    Assertions.assertTrue(
+        gravitinoAddColumnAfter.getPosition()
+            instanceof com.datastrato.gravitino.rel.TableChange.After);
+
+    TableChange.AddColumn sparkAddColumnDefault =
+        (TableChange.AddColumn)
+            TableChange.addColumn(
+                new String[] {"col1"}, DataTypes.StringType, true, "", null, defaultValue);
+    com.datastrato.gravitino.rel.TableChange gravitinoChangeDefault =
+        GravitinoCatalog.transformTableChange(sparkAddColumnDefault);
+
+    Assertions.assertTrue(
+        gravitinoChangeDefault instanceof com.datastrato.gravitino.rel.TableChange.AddColumn);
+    com.datastrato.gravitino.rel.TableChange.AddColumn gravitinoAddColumnDefault =
+        (com.datastrato.gravitino.rel.TableChange.AddColumn) gravitinoChangeDefault;
+
+    Assertions.assertEquals(
+        sparkAddColumnDefault.fieldNames(), gravitinoAddColumnDefault.fieldName());
+    Assertions.assertTrue(
+        "string".equalsIgnoreCase(gravitinoAddColumnDefault.getDataType().simpleString()));
+    Assertions.assertTrue(
+        gravitinoAddColumnDefault.getPosition()
+            instanceof com.datastrato.gravitino.rel.TableChange.Default);
+  }
+
+  @Test
+  void testTransformDeleteColumn() {
+    TableChange.DeleteColumn sparkDeleteColumn =
+        (TableChange.DeleteColumn) TableChange.deleteColumn(new String[] {"col1"}, true);
+    com.datastrato.gravitino.rel.TableChange gravitinoChange =
+        GravitinoCatalog.transformTableChange(sparkDeleteColumn);
+
+    Assertions.assertTrue(
+        gravitinoChange instanceof com.datastrato.gravitino.rel.TableChange.DeleteColumn);
+    com.datastrato.gravitino.rel.TableChange.DeleteColumn gravitinoDeleteColumn =
+        (com.datastrato.gravitino.rel.TableChange.DeleteColumn) gravitinoChange;
+
+    Assertions.assertEquals(sparkDeleteColumn.fieldNames(), gravitinoDeleteColumn.fieldName());
+    Assertions.assertEquals(sparkDeleteColumn.ifExists(), gravitinoDeleteColumn.getIfExists());
+  }
 }