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feat: read data from FileScanTask as Arrow C Stream #214
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| Original file line number | Diff line number | Diff line change |
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| /* | ||
| * 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. | ||
| */ | ||
|
|
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| #include <arrow/array.h> | ||
| #include <arrow/c/bridge.h> | ||
| #include <arrow/json/from_string.h> | ||
| #include <arrow/record_batch.h> | ||
| #include <arrow/table.h> | ||
| #include <arrow/util/key_value_metadata.h> | ||
| #include <parquet/arrow/reader.h> | ||
| #include <parquet/arrow/writer.h> | ||
| #include <parquet/metadata.h> | ||
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| #include "iceberg/arrow/arrow_fs_file_io_internal.h" | ||
| #include "iceberg/file_format.h" | ||
| #include "iceberg/manifest_entry.h" | ||
| #include "iceberg/parquet/parquet_register.h" | ||
| #include "iceberg/schema.h" | ||
| #include "iceberg/table_scan.h" | ||
| #include "iceberg/type.h" | ||
| #include "iceberg/util/checked_cast.h" | ||
| #include "matchers.h" | ||
| #include "temp_file_test_base.h" | ||
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|
||
| namespace iceberg { | ||
|
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| class FileScanTaskTest : public TempFileTestBase { | ||
| protected: | ||
| static void SetUpTestSuite() { parquet::RegisterAll(); } | ||
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| void SetUp() override { | ||
| TempFileTestBase::SetUp(); | ||
| file_io_ = arrow::ArrowFileSystemFileIO::MakeLocalFileIO(); | ||
| temp_parquet_file_ = CreateNewTempFilePathWithSuffix(".parquet"); | ||
| CreateSimpleParquetFile(); | ||
| } | ||
|
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| // Helper method to create a Parquet file with sample data. | ||
| void CreateSimpleParquetFile(int64_t chunk_size = 1024) { | ||
| const std::string kParquetFieldIdKey = "PARQUET:field_id"; | ||
| auto arrow_schema = ::arrow::schema( | ||
| {::arrow::field("id", ::arrow::int32(), /*nullable=*/false, | ||
| ::arrow::KeyValueMetadata::Make({kParquetFieldIdKey}, {"1"})), | ||
| ::arrow::field("name", ::arrow::utf8(), /*nullable=*/true, | ||
| ::arrow::KeyValueMetadata::Make({kParquetFieldIdKey}, {"2"}))}); | ||
| auto table = ::arrow::Table::FromRecordBatches( | ||
| arrow_schema, {::arrow::RecordBatch::FromStructArray( | ||
| ::arrow::json::ArrayFromJSONString( | ||
| ::arrow::struct_(arrow_schema->fields()), | ||
| R"([[1, "Foo"], [2, "Bar"], [3, "Baz"]])") | ||
| .ValueOrDie()) | ||
| .ValueOrDie()}) | ||
| .ValueOrDie(); | ||
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| auto io = internal::checked_cast<arrow::ArrowFileSystemFileIO&>(*file_io_); | ||
| auto outfile = io.fs()->OpenOutputStream(temp_parquet_file_).ValueOrDie(); | ||
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| ASSERT_TRUE(::parquet::arrow::WriteTable(*table, ::arrow::default_memory_pool(), | ||
| outfile, chunk_size) | ||
| .ok()); | ||
| } | ||
|
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| // Helper to create a valid but empty Parquet file. | ||
| void CreateEmptyParquetFile() { | ||
| const std::string kParquetFieldIdKey = "PARQUET:field_id"; | ||
| auto arrow_schema = ::arrow::schema( | ||
| {::arrow::field("id", ::arrow::int32(), /*nullable=*/false, | ||
| ::arrow::KeyValueMetadata::Make({kParquetFieldIdKey}, {"1"}))}); | ||
| auto empty_table = ::arrow::Table::FromRecordBatches(arrow_schema, {}).ValueOrDie(); | ||
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| auto io = internal::checked_cast<arrow::ArrowFileSystemFileIO&>(*file_io_); | ||
| auto outfile = io.fs()->OpenOutputStream(temp_parquet_file_).ValueOrDie(); | ||
| ASSERT_TRUE(::parquet::arrow::WriteTable(*empty_table, ::arrow::default_memory_pool(), | ||
| outfile, 1024) | ||
| .ok()); | ||
| } | ||
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| // Helper method to verify the content of the next batch from an ArrowArrayStream. | ||
| void VerifyStreamNextBatch(struct ArrowArrayStream* stream, | ||
| std::string_view expected_json) { | ||
| ASSERT_NE(stream->get_schema, nullptr) << "Stream has been released or is invalid."; | ||
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| ArrowSchema c_schema; | ||
| ASSERT_EQ(stream->get_schema(stream, &c_schema), 0); | ||
| auto import_schema_result = ::arrow::ImportSchema(&c_schema); | ||
| ASSERT_TRUE(import_schema_result.ok()) << import_schema_result.status().message(); | ||
| auto arrow_schema = import_schema_result.ValueOrDie(); | ||
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| ArrowArray c_array; | ||
| ASSERT_EQ(stream->get_next(stream, &c_array), 0) | ||
| << "get_next failed. Error: " << stream->get_last_error(stream); | ||
| ASSERT_NE(c_array.release, nullptr) << "Stream is exhausted but expected more data."; | ||
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| auto import_batch_result = ::arrow::ImportRecordBatch(&c_array, arrow_schema); | ||
| ASSERT_TRUE(import_batch_result.ok()) << import_batch_result.status().message(); | ||
| auto actual_batch = import_batch_result.ValueOrDie(); | ||
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| auto struct_type = ::arrow::struct_(arrow_schema->fields()); | ||
| auto expected_array = | ||
| ::arrow::json::ArrayFromJSONString(struct_type, expected_json).ValueOrDie(); | ||
| auto expected_batch = | ||
| ::arrow::RecordBatch::FromStructArray(expected_array).ValueOrDie(); | ||
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| ASSERT_TRUE(actual_batch->Equals(*expected_batch)) | ||
| << "Actual batch:\n" | ||
| << actual_batch->ToString() << "\nExpected batch:\n" | ||
| << expected_batch->ToString(); | ||
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| } | ||
|
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| // Helper method to verify that an ArrowArrayStream is exhausted. | ||
| void VerifyStreamExhausted(struct ArrowArrayStream* stream) { | ||
| ASSERT_NE(stream->get_next, nullptr) << "Stream has been released or is invalid."; | ||
| ArrowArray c_array; | ||
| ASSERT_EQ(stream->get_next(stream, &c_array), 0); | ||
| ASSERT_EQ(c_array.release, nullptr) << "Stream was not exhausted as expected."; | ||
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| } | ||
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| std::shared_ptr<FileIO> file_io_; | ||
| std::string temp_parquet_file_; | ||
| }; | ||
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| TEST_F(FileScanTaskTest, ReadFullSchema) { | ||
| auto data_file = std::make_shared<DataFile>(); | ||
| data_file->file_path = temp_parquet_file_; | ||
| data_file->file_format = FileFormatType::kParquet; | ||
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| auto projected_schema = std::make_shared<Schema>( | ||
| std::vector<SchemaField>{SchemaField::MakeRequired(1, "id", int32()), | ||
| SchemaField::MakeOptional(2, "name", string())}); | ||
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| FileScanTask task(data_file); | ||
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| auto stream_result = task.ToArrow(projected_schema, nullptr, file_io_); | ||
| ASSERT_THAT(stream_result, IsOk()); | ||
| auto stream = std::move(stream_result.value()); | ||
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| ASSERT_NO_FATAL_FAILURE( | ||
| VerifyStreamNextBatch(&stream, R"([[1, "Foo"], [2, "Bar"], [3, "Baz"]])")); | ||
| ASSERT_NO_FATAL_FAILURE(VerifyStreamExhausted(&stream)); | ||
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| ASSERT_NE(stream.release, nullptr); | ||
| stream.release(&stream); | ||
| ASSERT_EQ(stream.release, nullptr); | ||
| ASSERT_EQ(stream.private_data, nullptr); | ||
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| } | ||
|
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| TEST_F(FileScanTaskTest, ReadProjectedAndReorderedSchema) { | ||
| auto data_file = std::make_shared<DataFile>(); | ||
| data_file->file_path = temp_parquet_file_; | ||
| data_file->file_format = FileFormatType::kParquet; | ||
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| auto projected_schema = std::make_shared<Schema>( | ||
| std::vector<SchemaField>{SchemaField::MakeOptional(2, "name", string()), | ||
| SchemaField::MakeOptional(3, "score", float64())}); | ||
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| FileScanTask task(data_file); | ||
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| auto stream_result = task.ToArrow(projected_schema, nullptr, file_io_); | ||
| ASSERT_THAT(stream_result, IsOk()); | ||
| auto stream = std::move(stream_result.value()); | ||
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| ASSERT_NO_FATAL_FAILURE( | ||
| VerifyStreamNextBatch(&stream, R"([["Foo", null], ["Bar", null], ["Baz", null]])")); | ||
| ASSERT_NO_FATAL_FAILURE(VerifyStreamExhausted(&stream)); | ||
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| stream.release(&stream); | ||
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| } | ||
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| TEST_F(FileScanTaskTest, ReadEmptyFile) { | ||
| CreateEmptyParquetFile(); | ||
| auto data_file = std::make_shared<DataFile>(); | ||
| data_file->file_path = temp_parquet_file_; | ||
| data_file->file_format = FileFormatType::kParquet; | ||
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| auto projected_schema = std::make_shared<Schema>( | ||
| std::vector<SchemaField>{SchemaField::MakeRequired(1, "id", int32())}); | ||
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| FileScanTask task(data_file); | ||
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| auto stream_result = task.ToArrow(projected_schema, nullptr, file_io_); | ||
| ASSERT_THAT(stream_result, IsOk()); | ||
| auto stream = std::move(stream_result.value()); | ||
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| // The stream should be immediately exhausted | ||
| ASSERT_NO_FATAL_FAILURE(VerifyStreamExhausted(&stream)); | ||
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| stream.release(&stream); | ||
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| } | ||
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| } // namespace iceberg | ||
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