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apacheGH-41909: [C++] Add arrow::ArrayStatistics
See apacheGH-42133 how to use this for Apache Parquet statistics.
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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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#pragma once | ||
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#include <optional> | ||
#include <variant> | ||
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#include "arrow/util/visibility.h" | ||
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namespace arrow { | ||
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/// \brief Statistics for an Array | ||
/// | ||
/// Apache Arrow format doesn't have statistics but data source such | ||
/// as Apache Parquet may have statistics. Statistics associate with | ||
/// data source can be read unified API via this class. | ||
struct ARROW_EXPORT ArrayStatistics { | ||
public: | ||
using ElementBufferType = std::variant<bool, int8_t, uint8_t, int16_t, uint16_t, | ||
int32_t, uint32_t, int64_t, uint64_t>; | ||
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ArrayStatistics() = default; | ||
~ArrayStatistics() = default; | ||
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/// \brief The number of null values, may not be set | ||
std::optional<int64_t> null_count = std::nullopt; | ||
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/// \brief The number of distinct values, may not be set | ||
std::optional<int64_t> distinct_count = std::nullopt; | ||
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/// \brief The minimum value buffer, may not be set | ||
std::optional<ElementBufferType> min_buffer = std::nullopt; | ||
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/// \brief Whether the minimum value is exact or not, may not be set | ||
std::optional<bool> is_min_exact = std::nullopt; | ||
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/// \brief The maximum value buffer, may not be set | ||
std::optional<ElementBufferType> max_buffer = std::nullopt; | ||
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/// \brief Whether the maximum value is exact or not, may not be set | ||
std::optional<bool> is_max_exact = std::nullopt; | ||
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/// \brief Check two statistics for equality | ||
bool Equals(const ArrayStatistics& other) const { | ||
return null_count == other.null_count && distinct_count == other.distinct_count && | ||
min_buffer == other.min_buffer && is_min_exact == other.is_min_exact && | ||
max_buffer == other.max_buffer && is_max_exact == other.is_max_exact; | ||
} | ||
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/// \brief Check two statistics for equality | ||
bool operator==(const ArrayStatistics& other) const { | ||
return Equals(other); | ||
} | ||
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/// \brief Check two statistics for not equality | ||
bool operator!=(const ArrayStatistics& other) const { | ||
return !Equals(other); | ||
} | ||
}; | ||
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} // namespace arrow |
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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 <gtest/gtest.h> | ||
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#include "arrow/array/statistics.h" | ||
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namespace arrow { | ||
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TEST(ArrayStatisticsTest, TestNullCount) { | ||
ArrayStatistics statistics; | ||
ASSERT_FALSE(statistics.null_count.has_value()); | ||
statistics.null_count = 29; | ||
ASSERT_TRUE(statistics.null_count.has_value()); | ||
ASSERT_EQ(29, statistics.null_count.value()); | ||
} | ||
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TEST(ArrayStatisticsTest, TestDistinctCount) { | ||
ArrayStatistics statistics; | ||
ASSERT_FALSE(statistics.distinct_count.has_value()); | ||
statistics.distinct_count = 29; | ||
ASSERT_TRUE(statistics.distinct_count.has_value()); | ||
ASSERT_EQ(29, statistics.distinct_count.value()); | ||
} | ||
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TEST(ArrayStatisticsTest, TestMin) { | ||
ArrayStatistics statistics; | ||
ASSERT_FALSE(statistics.min_buffer.has_value()); | ||
ASSERT_FALSE(statistics.is_min_exact.has_value()); | ||
statistics.min_buffer = static_cast<int32_t>(29); | ||
statistics.is_min_exact = true; | ||
ASSERT_TRUE(statistics.min_buffer.has_value()); | ||
ASSERT_TRUE(std::holds_alternative<int32_t>(statistics.min_buffer.value())); | ||
ASSERT_EQ(29, std::get<int32_t>(statistics.min_buffer.value())); | ||
ASSERT_TRUE(statistics.is_min_exact.has_value()); | ||
ASSERT_TRUE(statistics.is_min_exact.value()); | ||
} | ||
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TEST(ArrayStatisticsTest, TestMax) { | ||
ArrayStatistics statistics; | ||
ASSERT_FALSE(statistics.max_buffer.has_value()); | ||
ASSERT_FALSE(statistics.is_max_exact.has_value()); | ||
statistics.max_buffer = static_cast<int32_t>(29); | ||
statistics.is_max_exact = false; | ||
ASSERT_TRUE(statistics.max_buffer.has_value()); | ||
ASSERT_TRUE(std::holds_alternative<int32_t>(statistics.max_buffer.value())); | ||
ASSERT_EQ(29, std::get<int32_t>(statistics.max_buffer.value())); | ||
ASSERT_TRUE(statistics.is_max_exact.has_value()); | ||
ASSERT_FALSE(statistics.is_max_exact.value()); | ||
} | ||
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TEST(ArrayStatisticsTest, TestEquality) { | ||
ArrayStatistics statistics1; | ||
ArrayStatistics statistics2; | ||
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ASSERT_EQ(statistics1, statistics2); | ||
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statistics1.null_count = 29; | ||
ASSERT_NE(statistics1, statistics2); | ||
statistics2.null_count = 29; | ||
ASSERT_EQ(statistics1, statistics2); | ||
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statistics1.distinct_count = 2929; | ||
ASSERT_NE(statistics1, statistics2); | ||
statistics2.distinct_count = 2929; | ||
ASSERT_EQ(statistics1, statistics2); | ||
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statistics1.min_buffer = static_cast<uint8_t>(255); | ||
ASSERT_NE(statistics1, statistics2); | ||
statistics2.min_buffer = static_cast<uint8_t>(255); | ||
ASSERT_EQ(statistics1, statistics2); | ||
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statistics1.is_min_exact = false; | ||
ASSERT_NE(statistics1, statistics2); | ||
statistics2.is_min_exact = false; | ||
ASSERT_EQ(statistics1, statistics2); | ||
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statistics1.max_buffer = static_cast<int64_t>(-255); | ||
ASSERT_NE(statistics1, statistics2); | ||
statistics2.max_buffer = static_cast<int64_t>(-255); | ||
ASSERT_EQ(statistics1, statistics2); | ||
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statistics1.is_max_exact = true; | ||
ASSERT_NE(statistics1, statistics2); | ||
statistics2.is_max_exact = true; | ||
ASSERT_EQ(statistics1, statistics2); | ||
} | ||
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} // namespace arrow |