sungwy commented on code in PR #2050:
URL: https://github.com/apache/iceberg-python/pull/2050#discussion_r2112948288


##########
pyiceberg/table/update/validate.py:
##########
@@ -24,7 +24,8 @@
 from pyiceberg.table.snapshots import Operation, Snapshot, ancestors_between
 from pyiceberg.typedef import Record
 
-VALIDATE_DATA_FILES_EXIST_OPERATIONS = {Operation.OVERWRITE, 
Operation.REPLACE, Operation.DELETE}
+VALIDATE_DATA_FILES_EXIST_OPERATIONS: Set[Operation] = {Operation.OVERWRITE, 
Operation.REPLACE, Operation.DELETE}
+VALIDATE_ADDED_FILES_OPERATIONS: Set[Operation] = {Operation.APPEND, 
Operation.OVERWRITE}

Review Comment:
   I know Java uses this name, but I'd like to make an argument for us to be 
more specific about the files we are referring to since we are naming this 
constant for the first time in PyIceberg:
   
   ```suggestion
   VALIDATE_ADDED_DATA_FILES_OPERATIONS: Set[Operation] = {Operation.APPEND, 
Operation.OVERWRITE}
   ```



##########
pyiceberg/table/update/validate.py:
##########
@@ -150,3 +151,54 @@ def _validate_deleted_data_files(
     if any(conflicting_entries):
         conflicting_snapshots = {entry.snapshot_id for entry in 
conflicting_entries}
         raise ValidationException(f"Deleted data files were found matching the 
filter for snapshots {conflicting_snapshots}!")
+
+
+def _added_data_files(
+    table: Table,
+    starting_snapshot: Snapshot,
+    data_filter: Optional[BooleanExpression],
+    partition_set: Optional[dict[int, set[Record]]],
+    parent_snapshot: Optional[Snapshot],
+) -> Iterator[ManifestEntry]:
+    if parent_snapshot is None:
+        return
+
+    manifests, snapshot_ids = validation_history(
+        table,
+        parent_snapshot,
+        starting_snapshot,
+        VALIDATE_ADDED_FILES_OPERATIONS,
+        ManifestContent.DATA,
+    )
+
+    if data_filter is not None:
+        evaluator = _InclusiveMetricsEvaluator(table.schema(), data_filter)
+
+    for manifest in manifests:
+        for entry in manifest.fetch_manifest_entry(table.io):
+            if entry.snapshot_id not in snapshot_ids:
+                continue
+
+            if data_filter and evaluator.eval(entry.data_file) is 
ROWS_CANNOT_MATCH:

Review Comment:
   nit: there's a lot of duplicated code between `_deleted_data_files` and 
`_added_data_files`. Is there a way we could refactor the code block here to 
prevent that?



##########
pyiceberg/table/update/validate.py:
##########
@@ -150,3 +151,54 @@ def _validate_deleted_data_files(
     if any(conflicting_entries):
         conflicting_snapshots = {entry.snapshot_id for entry in 
conflicting_entries}
         raise ValidationException(f"Deleted data files were found matching the 
filter for snapshots {conflicting_snapshots}!")
+
+
+def _added_data_files(
+    table: Table,
+    starting_snapshot: Snapshot,
+    data_filter: Optional[BooleanExpression],
+    partition_set: Optional[dict[int, set[Record]]],
+    parent_snapshot: Optional[Snapshot],
+) -> Iterator[ManifestEntry]:
+    if parent_snapshot is None:

Review Comment:
   Could we introduce a doc string for each function?



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