diff --git a/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeColumnValue.java b/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeColumnValue.java
index 65810163840e349..9c4f56068a7844e 100644
--- a/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeColumnValue.java
+++ b/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeColumnValue.java
@@ -32,8 +32,12 @@
 import org.apache.arrow.vector.SmallIntVector;
 import org.apache.arrow.vector.TimeStampNanoVector;
 import org.apache.arrow.vector.TinyIntVector;
+import org.apache.arrow.vector.ValueVector;
 import org.apache.arrow.vector.VarBinaryVector;
 import org.apache.arrow.vector.VarCharVector;
+import org.apache.arrow.vector.complex.ListVector;
+import org.apache.arrow.vector.complex.MapVector;
+import org.apache.arrow.vector.complex.StructVector;
 import org.apache.log4j.Logger;
 
 import java.math.BigDecimal;
@@ -49,13 +53,18 @@
 public class MaxComputeColumnValue implements ColumnValue {
     private static final Logger LOG = Logger.getLogger(MaxComputeColumnValue.class);
     private int idx;
-    private FieldVector column;
+    private ValueVector column;
 
     public MaxComputeColumnValue() {
         idx = 0;
     }
 
-    public void reset(FieldVector column) {
+    public MaxComputeColumnValue(ValueVector valueVector, int i) {
+        this.column = valueVector;
+        this.idx = i;
+    }
+
+    public void reset(ValueVector column) {
         this.column = column;
         this.idx = 0;
     }
@@ -222,16 +231,38 @@ public byte[] getBytes() {
 
     @Override
     public void unpackArray(List<ColumnValue> values) {
-
+        skippedIfNull();
+        ListVector listCol = (ListVector) column;
+        for (int i = 0; i < listCol.getDataVector().getValueCount(); i++) {
+            MaxComputeColumnValue val = new MaxComputeColumnValue(listCol.getDataVector(), i);
+            values.add(val);
+        }
     }
 
     @Override
     public void unpackMap(List<ColumnValue> keys, List<ColumnValue> values) {
-
+        skippedIfNull();
+        MapVector mapCol = (MapVector) column;
+        FieldVector keyList = mapCol.getDataVector().getChildrenFromFields().get(0);
+        for (int i = 0; i < keyList.getValueCount(); i++) {
+            MaxComputeColumnValue val = new MaxComputeColumnValue(keyList, i);
+            keys.add(val);
+        }
+        FieldVector valList = mapCol.getDataVector().getChildrenFromFields().get(1);
+        for (int i = 0; i < valList.getValueCount(); i++) {
+            MaxComputeColumnValue val = new MaxComputeColumnValue(valList, i);
+            values.add(val);
+        }
     }
 
     @Override
     public void unpackStruct(List<Integer> structFieldIndex, List<ColumnValue> values) {
-
+        skippedIfNull();
+        StructVector structCol = (StructVector) column;
+        for (Integer fieldIndex : structFieldIndex) {
+            MaxComputeColumnValue val = new MaxComputeColumnValue(structCol.getChildByOrdinal(fieldIndex), idx);
+            values.add(val);
+        }
+        idx++;
     }
 }
diff --git a/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeJniScanner.java b/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeJniScanner.java
index 6a441a69293c9a4..89c351f7343e803 100644
--- a/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeJniScanner.java
+++ b/fe/be-java-extensions/max-compute-scanner/src/main/java/org/apache/doris/maxcompute/MaxComputeJniScanner.java
@@ -190,6 +190,11 @@ public void open() throws IOException {
     }
 
     private Column createOdpsColumn(int colIdx, ColumnType dorisType) {
+        TypeInfo odpsType = getOdpsType(dorisType);
+        return new Column(fields[colIdx], odpsType);
+    }
+
+    private static TypeInfo getOdpsType(ColumnType dorisType) {
         TypeInfo odpsType;
         switch (dorisType.getType()) {
             case BOOLEAN:
@@ -236,10 +241,27 @@ private Column createOdpsColumn(int colIdx, ColumnType dorisType) {
             case STRING:
                 odpsType = TypeInfoFactory.getPrimitiveTypeInfo(OdpsType.STRING);
                 break;
+            case ARRAY:
+                TypeInfo elementType = getOdpsType(dorisType.getChildTypes().get(0));
+                odpsType = TypeInfoFactory.getArrayTypeInfo(elementType);
+                break;
+            case MAP:
+                TypeInfo keyType = getOdpsType(dorisType.getChildTypes().get(0));
+                TypeInfo valueType = getOdpsType(dorisType.getChildTypes().get(1));
+                odpsType = TypeInfoFactory.getMapTypeInfo(keyType, valueType);
+                break;
+            case STRUCT:
+                List<String> names = dorisType.getChildNames();
+                List<TypeInfo> typeInfos = new ArrayList<>();
+                for (ColumnType childType : dorisType.getChildTypes()) {
+                    typeInfos.add(getOdpsType(childType));
+                }
+                odpsType = TypeInfoFactory.getStructTypeInfo(names, typeInfos);
+                break;
             default:
                 throw new RuntimeException("Unsupported transform for column type: " + dorisType.getType());
         }
-        return new Column(fields[colIdx], odpsType);
+        return odpsType;
     }
 
     @Override