amogh-jahagirdar commented on code in PR #17320:
URL: https://github.com/apache/iceberg/pull/17320#discussion_r3975078863


##########
parquet/src/main/java/org/apache/iceberg/parquet/ParquetValueReaders.java:
##########
@@ -231,6 +251,87 @@ public static ParquetValueReader<?> 
replaceWithMetadataReader(
     return reader;
   }
 
+  /**
+   * Builds readers for a struct's expected fields, in field order. A field 
present in the file uses
+   * its column reader; a field missing from the file uses a metadata or 
partition constant, or its
+   * initial default. When no expected field reads a file column, one default 
reader is given a
+   * probe column so its definition level tracks the struct's null-ness.
+   */
+  public static List<ParquetValueReader<?>> structFieldReaders(
+      MessageType fileSchema,
+      String[] structPath,
+      List<Types.NestedField> expectedFields,
+      Map<Integer, ParquetValueReader<?>> readersById,
+      Map<Integer, ?> idToConstant,
+      BiFunction<org.apache.iceberg.types.Type, Object, Object> 
convertConstant) {
+    int constantDefinitionLevel = fileSchema.getMaxDefinitionLevel(structPath);
+    ColumnDescriptor probe =
+        definitionLevelProbe(
+            fileSchema, structPath, constantDefinitionLevel, expectedFields, 
readersById);
+    Integer probeHostId = probe == null ? null : 
firstInitialDefaultFieldId(expectedFields);
+
+    List<ParquetValueReader<?>> readers = 
Lists.newArrayListWithExpectedSize(expectedFields.size());
+    for (Types.NestedField field : expectedFields) {
+      int id = field.fieldId();
+      ParquetValueReader<?> reader =
+          replaceWithMetadataReader(id, readersById.get(id), idToConstant, 
constantDefinitionLevel);
+      ColumnDescriptor fieldProbe = probeHostId != null && id == probeHostId ? 
probe : null;
+      readers.add(
+          defaultReader(field, reader, constantDefinitionLevel, fieldProbe, 
convertConstant));
+    }
+
+    return readers;
+  }
+
+  private static ParquetValueReader<?> defaultReader(
+      Types.NestedField field,
+      ParquetValueReader<?> reader,
+      int constantDefinitionLevel,
+      ColumnDescriptor probe,
+      BiFunction<org.apache.iceberg.types.Type, Object, Object> 
convertConstant) {
+    if (reader != null) {
+      return reader;
+    } else if (field.initialDefault() != null) {
+      Object value = convertConstant.apply(field.type(), 
field.initialDefault());
+      return probe != null ? constant(value, probe) : constant(value, 
constantDefinitionLevel);
+    } else if (field.isOptional()) {
+      return nulls();

Review Comment:
   My previous revision addressed this, it was a bit more involved but the 
PresenceReader abstraction ends up making handling it simple (covers both the 
default value case and the case without default)



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