feat(data): add MOR file scan task reader

Add FileScanTaskReader as the delete-aware Arrow stream entrypoint for file scan
tasks, covering both no-delete reader passthrough and merge-on-read filtering with
position and equality deletes.

Introduce reusable Arrow C Data utilities for stream wrapping and batch
projection, including ProjectionContext caching and optional Arrow compute
registration via arrow::RegisterAll. Move Arrow IO registration into
arrow_register and remove FileScanTask::ToArrow.

Add coverage for projection behavior across nanoarrow and Arrow compute paths,
plus end-to-end FileScanTaskReader tests for projected reads, position deletes,
equality deletes, dropped equality fields, and fully deleted batches.

Author: wgtmac

src/iceberg/CMakeLists.txt

@@ -18,6 +18,7 @@
 set(ICEBERG_INCLUDES "$<BUILD_INTERFACE:${PROJECT_BINARY_DIR}/src>"
                      "$<BUILD_INTERFACE:${PROJECT_SOURCE_DIR}/src>")
 set(ICEBERG_SOURCES
+    arrow_c_data_util.cc
     arrow_c_data_guard_internal.cc
     catalog/memory/in_memory_catalog.cc
     delete_file_index.cc
@@ -164,6 +165,7 @@ set(ICEBERG_DATA_SOURCES
     data/delete_filter.cc
     data/delete_loader.cc
     data/equality_delete_writer.cc
+    data/file_scan_task_reader.cc
     data/position_delete_writer.cc
     data/writer.cc
     deletes/position_delete_index.cc
@@ -220,9 +222,10 @@ add_subdirectory(util)
 
 if(ICEBERG_BUILD_BUNDLE)
   set(ICEBERG_BUNDLE_SOURCES
+      arrow/arrow_c_data_util.cc
       arrow/arrow_io.cc
       arrow/s3/arrow_s3_file_io.cc
-      arrow/arrow_io_register.cc
+      arrow/arrow_register.cc
       arrow/metadata_column_util.cc
       avro/avro_data_util.cc
       avro/avro_direct_decoder.cc

src/iceberg/arrow/arrow_c_data_util.cc

@@ -0,0 +1,130 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+#include <cstdint>
+#include <memory>
+#include <mutex>
+#include <span>
+#include <utility>
+#include <vector>
+
+#include <arrow/array/array_primitive.h>
+#include <arrow/buffer.h>
+#include <arrow/c/bridge.h>
+#include <arrow/compute/api_vector.h>
+#include <arrow/record_batch.h>
+#include <nanoarrow/nanoarrow.h>
+
+#include "iceberg/arrow/arrow_status_internal.h"
+#include "iceberg/arrow/nanoarrow_status_internal.h"
+#include "iceberg/arrow_c_data_guard_internal.h"
+#include "iceberg/arrow_c_data_util_internal.h"
+#include "iceberg/result.h"
+#include "iceberg/util/macros.h"
+
+namespace iceberg {
+
+namespace {
+
+struct ArrowProjectBatchState {
+  std::shared_ptr<::arrow::Schema> input_schema;
+  std::shared_ptr<::arrow::Schema> output_schema;
+};
+
+Result<std::shared_ptr<::arrow::Schema>> ImportArrowSchema(
+    const ArrowSchema& arrow_schema) {
+  ArrowSchema schema_copy;
+  ICEBERG_NANOARROW_RETURN_UNEXPECTED(ArrowSchemaDeepCopy(&arrow_schema, &schema_copy));
+  internal::ArrowSchemaGuard schema_copy_guard(&schema_copy);
+
+  ICEBERG_ARROW_ASSIGN_OR_RETURN(auto schema, ::arrow::ImportSchema(&schema_copy));
+  return schema;
+}
+
+Result<std::shared_ptr<ArrowProjectBatchState>> GetArrowProjectBatchState(
+    ProjectionContext& projection) {
+  auto state =
+      std::static_pointer_cast<ArrowProjectBatchState>(projection.project_batch_state());
+  if (state != nullptr) {
+    return state;
+  }
+
+  ICEBERG_ASSIGN_OR_RAISE(auto input_schema,
+                          ImportArrowSchema(projection.input_arrow_schema()));
+  ICEBERG_ASSIGN_OR_RAISE(auto output_schema,
+                          ImportArrowSchema(projection.output_arrow_schema()));
+
+  state = std::make_shared<ArrowProjectBatchState>(
+      ArrowProjectBatchState{.input_schema = std::move(input_schema),
+                             .output_schema = std::move(output_schema)});
+  projection.project_batch_state() = state;
+  return state;
+}
+
+Result<ArrowArray> ProjectBatchArrowCompute(ArrowArray* input_batch,
+                                            std::span<const int32_t> row_indices,
+                                            ProjectionContext& projection) {
+  ICEBERG_PRECHECK(input_batch != nullptr, "input_batch must not be null");
+  ICEBERG_ASSIGN_OR_RAISE(auto state, GetArrowProjectBatchState(projection));
+
+  ICEBERG_ARROW_ASSIGN_OR_RETURN(
+      auto input_record_batch,
+      ::arrow::ImportRecordBatch(input_batch, state->input_schema));
+
+  const int32_t empty_index = 0;
+  const int32_t* row_indices_data =
+      row_indices.empty() ? &empty_index : row_indices.data();
+  auto index_array = std::make_shared<::arrow::Int32Array>(
+      static_cast<int64_t>(row_indices.size()),
+      ::arrow::Buffer::Wrap(row_indices_data, row_indices.size()));
+
+  std::vector<std::shared_ptr<::arrow::Array>> output_columns;
+  output_columns.reserve(projection.selected_field_indices().size());
+  for (int input_index : projection.selected_field_indices()) {
+    ICEBERG_PRECHECK(input_index >= 0 && input_index < input_record_batch->num_columns(),
+                     "Input field index {} out of range for batch with {} columns",
+                     input_index, input_record_batch->num_columns());
+    ICEBERG_ARROW_ASSIGN_OR_RETURN(
+        auto taken_column,
+        ::arrow::compute::Take(*input_record_batch->column(input_index), *index_array));
+    output_columns.push_back(std::move(taken_column));
+  }
+
+  auto output_record_batch = ::arrow::RecordBatch::Make(
+      state->output_schema, static_cast<int64_t>(row_indices.size()),
+      std::move(output_columns));
+
+  ArrowArray output_array;
+  ICEBERG_ARROW_RETURN_NOT_OK(
+      ::arrow::ExportRecordBatch(*output_record_batch, &output_array));
+  internal::ArrowArrayGuard output_array_guard(&output_array);
+
+  return std::exchange(output_array, ArrowArray{});
+}
+
+}  // namespace
+
+void RegisterArrowProjectBatch() {
+  static std::once_flag flag;
+  std::call_once(flag, []() {
+    ProjectionContext::RegisterProjectBatchFunction(&ProjectBatchArrowCompute);
+  });
+}
+
+}  // namespace iceberg

src/iceberg/arrow/arrow_io_register.cc src/iceberg/arrow/arrow_register.ccsrc/iceberg/arrow/arrow_io_register.cc renamed to src/iceberg/arrow/arrow_register.cc

@@ -1,28 +1,35 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-#include "iceberg/arrow/arrow_io_register.h"
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+#include "iceberg/arrow/arrow_register.h"
 
 #include <mutex>
 #include <string>
+#include <unordered_map>
 
 #include "iceberg/arrow/arrow_io_util.h"
 #include "iceberg/file_io_registry.h"
 
+namespace iceberg {
+void RegisterArrowProjectBatch();
+}
+
 namespace iceberg::arrow {
 
 namespace {
@@ -43,8 +50,6 @@ void RegisterS3FileIO() {
 #endif
 }
 
-}  // namespace
-
 void EnsureArrowFileIOsRegistered() {
   static std::once_flag flag;
   std::call_once(flag, []() {
@@ -58,4 +63,11 @@ void EnsureArrowFileIOsRegistered() {
   return true;
 }();
 
+}  // namespace
+
+void RegisterAll() {
+  EnsureArrowFileIOsRegistered();
+  ::iceberg::RegisterArrowProjectBatch();
+}
+
 }  // namespace iceberg::arrow

src/iceberg/arrow/arrow_io_register.h src/iceberg/arrow/arrow_register.hsrc/iceberg/arrow/arrow_io_register.h renamed to src/iceberg/arrow/arrow_register.h

@@ -19,16 +19,16 @@
 
 #pragma once
 
-/// \file iceberg/arrow/arrow_io_register.h
-/// \brief Provide functions to register Arrow FileIO implementations.
+/// \file iceberg/arrow/arrow_register.h
+/// \brief Provide functions to register Arrow bundle integrations.
 
 #include "iceberg/iceberg_bundle_export.h"
 
 namespace iceberg::arrow {
 
-/// \brief Register built-in Arrow FileIO implementations into the FileIORegistry.
+/// \brief Register Arrow FileIOs and Arrow-backed C Data utilities.
 ///
 /// This operation is idempotent and safe to call multiple times.
-ICEBERG_BUNDLE_EXPORT void EnsureArrowFileIOsRegistered();
+ICEBERG_BUNDLE_EXPORT void RegisterAll();
 
 }  // namespace iceberg::arrow