SteNicholas commented on code in PR #215:
URL: https://github.com/apache/paimon-cpp/pull/215#discussion_r3811960875


##########
src/paimon/core/operation/data_evolution_split_read.cpp:
##########
@@ -424,17 +445,104 @@ Result<std::unique_ptr<BatchReader>> 
DataEvolutionSplitRead::InnerCreateReader(
     return 
std::make_unique<CompleteRowKindBatchReader>(std::move(batch_reader), pool_);
 }
 
+Result<std::shared_ptr<Predicate>> 
DataEvolutionSplitRead::CreatePushDownPredicate(
+    const std::shared_ptr<Predicate>& predicate,
+    const std::shared_ptr<arrow::Schema>& read_schema) {
+    std::map<std::string, int32_t> picked_field_name_to_idx;
+    for (int32_t i = 0; i < read_schema->num_fields(); ++i) {
+        const std::string& field_name = read_schema->field(i)->name();
+        if (!SpecialFields::IsSystemField(field_name)) {
+            picked_field_name_to_idx.emplace(field_name, i);
+        }
+    }
+    return PredicateUtils::CreatePickedFieldFilter(predicate, 
picked_field_name_to_idx);
+}
+
+Result<bool> DataEvolutionSplitRead::SkipByFileIndex(
+    const std::shared_ptr<Predicate>& predicate,
+    const std::vector<std::shared_ptr<DataFileMeta>>& files,
+    const std::shared_ptr<DataFilePathFactory>& data_file_path_factory) const {
+    if (!options_.FileIndexReadEnabled() || !predicate) {
+        return false;
+    }
+
+    PAIMON_ASSIGN_OR_RAISE(
+        std::unique_ptr<FieldMappingBuilder> field_mapping_builder,
+        FieldMappingBuilder::Create(raw_read_schema_, 
context_->GetPartitionKeys(), predicate));
+    std::set<int32_t> claimed_field_ids;
+    for (const auto& file : files) {
+        // Blob and vector-store files may cover only part of the row range, 
so their indexes
+        // cannot prove that the complete merged group misses the predicate.
+        if (!DataEvolutionUtils::IsNormalFile(file->file_name)) {
+            continue;
+        }
+
+        std::shared_ptr<TableSchema> data_schema = context_->GetTableSchema();
+        if (file->schema_id != data_schema->Id()) {
+            PAIMON_ASSIGN_OR_RAISE(data_schema, 
schema_manager_->ReadSchema(file->schema_id));
+        }
+        std::vector<DataField> written_fields;
+        if (file->write_cols) {
+            PAIMON_ASSIGN_OR_RAISE(written_fields,

Review Comment:
   `write_cols` can contain `_ROW_ID` or `_SEQUENCE_NUMBER` (the existing 
row-tracking projection helper explicitly skips them), but these system fields 
are not part of `TableSchema::Fields()`. Calling `GetFields` directly therefore 
returns `Invalid` for a filtered merged-group read whenever file-index reads 
are enabled, even if the file has no index. Please reuse 
`ProjectFieldsForRowTrackingAndDataEvolution` (removing system fields before 
index evaluation if needed), or filter system names here. A merged-group 
regression test with explicit row-tracking columns would cover this.



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