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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 <gmock/gmock-matchers.h> | ||
#include <gtest/gtest.h> | ||
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#include <memory> | ||
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#include "arrow/acero/exec_plan.h" | ||
#include "arrow/acero/options.h" | ||
#include "arrow/dataset/file_base.h" | ||
#include "arrow/dataset/file_ipc.h" | ||
#include "arrow/dataset/partition.h" | ||
#include "arrow/dataset/plan.h" | ||
#include "arrow/filesystem/filesystem.h" | ||
#include "arrow/filesystem/mockfs.h" | ||
#include "arrow/io/interfaces.h" | ||
#include "arrow/ipc/reader.h" | ||
#include "arrow/testing/generator.h" | ||
#include "arrow/testing/gtest_util.h" | ||
#include "arrow/testing/matchers.h" | ||
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#include "arrow/table.h" | ||
#include "arrow/util/key_value_metadata.h" | ||
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namespace arrow { | ||
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namespace dataset { | ||
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class SimpleTeeNodeTest : public ::testing::Test { | ||
protected: | ||
void SetUp() override { | ||
internal::Initialize(); | ||
mock_fs_ = std::make_shared<fs::internal::MockFileSystem>(fs::kNoTime); | ||
auto ipc_format = std::make_shared<dataset::IpcFileFormat>(); | ||
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fs_write_options_.filesystem = mock_fs_; | ||
fs_write_options_.base_dir = "/my_dataset"; | ||
fs_write_options_.basename_template = "{i}.arrow"; | ||
fs_write_options_.file_write_options = ipc_format->DefaultWriteOptions(); | ||
fs_write_options_.partitioning = dataset::Partitioning::Default(); | ||
} | ||
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std::shared_ptr<fs::internal::MockFileSystem> mock_fs_; | ||
dataset::FileSystemDatasetWriteOptions fs_write_options_; | ||
}; | ||
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TEST_F(SimpleTeeNodeTest, CustomNullability) { | ||
// Create an input table with a nullable and a non-nullable type | ||
ExecBatch batch = gen::Gen({gen::Step()})->FailOnError()->ExecBatch(/*num_rows=*/1); | ||
std::shared_ptr<Schema> test_schema = | ||
schema({field("nullable_i32", uint32(), /*nullable=*/true), | ||
field("non_nullable_i32", uint32(), /*nullable=*/false)}); | ||
std::shared_ptr<RecordBatch> record_batch = | ||
RecordBatch::Make(test_schema, /*num_rows=*/1, | ||
{batch.values[0].make_array(), batch.values[0].make_array()}); | ||
ASSERT_OK_AND_ASSIGN(std::shared_ptr<Table> table, | ||
Table::FromRecordBatches({std::move(record_batch)})); | ||
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ASSERT_TRUE(table->field(0)->nullable()); | ||
ASSERT_FALSE(table->field(1)->nullable()); | ||
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dataset::WriteNodeOptions write_options(fs_write_options_); | ||
write_options.custom_schema = test_schema; | ||
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// Write the data to disk (these plans use a project because it destroys whatever | ||
// metadata happened to be in the table source node's output schema). This more | ||
// accurately simulates reading from a dataset. | ||
acero::Declaration plan = acero::Declaration::Sequence( | ||
{{"table_source", acero::TableSourceNodeOptions(table)}, | ||
{"project", | ||
acero::ProjectNodeOptions({compute::field_ref(0), compute::field_ref(1)})}, | ||
{"tee", write_options}}); | ||
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ASSERT_OK(DeclarationToStatus(plan)); | ||
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// Read the file back out and verify the nullability | ||
ASSERT_OK_AND_ASSIGN(std::shared_ptr<io::RandomAccessFile> file, | ||
mock_fs_->OpenInputFile("/my_dataset/0.arrow")); | ||
ASSERT_OK_AND_ASSIGN(std::shared_ptr<ipc::RecordBatchFileReader> file_reader, | ||
ipc::RecordBatchFileReader::Open(file)); | ||
std::shared_ptr<Schema> file_schema = file_reader->schema(); | ||
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ASSERT_TRUE(file_schema->field(0)->nullable()); | ||
ASSERT_FALSE(file_schema->field(1)->nullable()); | ||
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// Invalid custom schema | ||
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// Incorrect # of fields | ||
write_options.custom_schema = schema({}); | ||
plan = acero::Declaration::Sequence( | ||
{{"table_source", acero::TableSourceNodeOptions(table)}, | ||
{"project", | ||
acero::ProjectNodeOptions({compute::field_ref(0), compute::field_ref(1)})}, | ||
{"tee", write_options}}); | ||
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ASSERT_THAT( | ||
DeclarationToStatus(plan), | ||
Raises(StatusCode::TypeError, | ||
::testing::HasSubstr("did not have the same number of fields as the data"))); | ||
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// Incorrect types | ||
write_options.custom_schema = | ||
schema({field("nullable_i32", int32()), field("non_nullable_i32", int32())}); | ||
plan = acero::Declaration::Sequence( | ||
{{"table_source", acero::TableSourceNodeOptions(table)}, | ||
{"project", | ||
acero::ProjectNodeOptions({compute::field_ref(0), compute::field_ref(1)})}, | ||
{"tee", write_options}}); | ||
ASSERT_THAT( | ||
DeclarationToStatus(plan), | ||
Raises(StatusCode::TypeError, ::testing::HasSubstr("and the input data has type"))); | ||
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// Cannot have both custom_schema and custom_metadata | ||
write_options.custom_schema = test_schema; | ||
write_options.custom_metadata = key_value_metadata({{"foo", "bar"}}); | ||
plan = acero::Declaration::Sequence( | ||
{{"table_source", acero::TableSourceNodeOptions(std::move(table))}, | ||
{"project", | ||
acero::ProjectNodeOptions({compute::field_ref(0), compute::field_ref(1)})}, | ||
{"tee", write_options}}); | ||
ASSERT_THAT(DeclarationToStatus(plan), | ||
Raises(StatusCode::TypeError, | ||
::testing::HasSubstr( | ||
"Do not provide both custom_metadata and custom_schema"))); | ||
} | ||
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TEST_F(SimpleTeeNodeTest, CustomMetadata) { | ||
constexpr int64_t kRowsPerChunk = 1; | ||
constexpr int64_t kNumChunks = 1; | ||
// Create an input table with no schema metadata | ||
std::shared_ptr<Table> table = | ||
gen::Gen({gen::Step()})->FailOnError()->Table(kRowsPerChunk, kNumChunks); | ||
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std::shared_ptr<KeyValueMetadata> custom_metadata = | ||
key_value_metadata({{"foo", "bar"}}); | ||
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dataset::WriteNodeOptions write_options(fs_write_options_); | ||
write_options.custom_metadata = custom_metadata; | ||
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// Write the data to disk | ||
acero::Declaration plan = acero::Declaration::Sequence( | ||
{{"table_source", acero::TableSourceNodeOptions(table)}, | ||
{"project", acero::ProjectNodeOptions({compute::field_ref(0)})}, | ||
{"tee", write_options}}); | ||
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ASSERT_OK(DeclarationToStatus(plan)); | ||
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// Read the file back out and verify the schema metadata | ||
ASSERT_OK_AND_ASSIGN(std::shared_ptr<io::RandomAccessFile> file, | ||
mock_fs_->OpenInputFile("/my_dataset/0.arrow")); | ||
ASSERT_OK_AND_ASSIGN(std::shared_ptr<ipc::RecordBatchFileReader> file_reader, | ||
ipc::RecordBatchFileReader::Open(file)); | ||
std::shared_ptr<Schema> file_schema = file_reader->schema(); | ||
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ASSERT_TRUE(custom_metadata->Equals(*file_schema->metadata())); | ||
} | ||
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} // namespace dataset | ||
} // namespace arrow |