szehon-ho commented on code in PR #9813:
URL: https://github.com/apache/iceberg/pull/9813#discussion_r1508313002


##########
core/src/main/java/org/apache/iceberg/BaseFilesTable.java:
##########
@@ -54,7 +56,23 @@ public Schema schema() {
       schema = TypeUtil.selectNot(schema, 
Sets.newHashSet(DataFile.PARTITION_ID));
     }
 
-    return TypeUtil.join(schema, 
MetricsUtil.readableMetricsSchema(table().schema(), schema));
+    return withDerivedColumns(schema);
+  }
+
+  private Schema withDerivedColumns(Schema schema) {
+    AtomicInteger nextId = new AtomicInteger(schema.highestFieldId());

Review Comment:
   I think we dont need the complexity of nextId and can make a constant field 
id (and even make the whole NestedField into a constant to reduce code in this 
method).



##########
core/src/main/java/org/apache/iceberg/MetadataTableUtils.java:
##########
@@ -109,4 +117,68 @@ public static Table createMetadataTableInstance(
   private static String metadataTableName(String tableName, MetadataTableType 
type) {
     return tableName + (tableName.contains("/") ? "#" : ".") + 
type.name().toLowerCase(Locale.ROOT);
   }
+
+  static class StructWithDerivedColumns implements StructLike {

Review Comment:
   Initially I think this made sense because we had only one column.  But with 
two, it becomes un-managable.  Can we investigate whether StructProjection will 
work here?  Then we can remove both this and the MetricsUtil struct class.



##########
core/src/main/java/org/apache/iceberg/BaseFilesTable.java:
##########
@@ -158,14 +176,26 @@ static class ManifestReadTask extends BaseFileScanTask 
implements DataTask {
     @Override
     public CloseableIterable<StructLike> rows() {
       Types.NestedField readableMetricsField = 
projection.findField(MetricsUtil.READABLE_METRICS);
+      Types.NestedField dataSequenceNumberField =
+          projection.findField(MetadataTableUtils.DATA_SEQUENCE_NUMBER);
 
-      if (readableMetricsField == null) {
+      if (readableMetricsField == null && dataSequenceNumberField == null) {

Review Comment:
   If we can reduce the number of possible branches, that would be great for 
code readability.
   
   one way is to enhance withDerviedColumns to itself be smarter, and wrap 
conditionally.  Then here we would just return withDerivedColumns all the time.



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