// 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.
#pragma once
#include <cstdint>
#include <optional>
#include <string>
#include <variant>
#include "arrow/type.h"
#include "arrow/util/visibility.h"
namespace arrow {
/// \class ArrayStatistics
/// \brief Statistics for an Array
///
/// Apache Arrow format doesn't have statistics but data source such
/// as Apache Parquet may have statistics. Statistics associated with
/// data source can be read unified API via this class.
struct ARROW_EXPORT ArrayStatistics {
/// \brief The type for maximum and minimum values. If the target
/// value exists, one of them is used. `std::nullopt` is used
/// otherwise.
using ValueType = std::variant<bool, int64_t, uint64_t, double, std::string>;
static const std::shared_ptr<DataType>& ValueToArrowType(
const std::optional<ValueType>& value,
const std::shared_ptr<DataType>& array_type) {
if (!value.has_value()) {
return null();
}
struct Visitor {
const std::shared_ptr<DataType>& array_type;
const std::shared_ptr<DataType>& operator()(const bool&) { return boolean(); }
const std::shared_ptr<DataType>& operator()(const int64_t&) { return int64(); }
const std::shared_ptr<DataType>& operator()(const uint64_t&) { return uint64(); }
const std::shared_ptr<DataType>& operator()(const double&) { return float64(); }
const std::shared_ptr<DataType>& operator()(const std::string&) {
switch (array_type->id()) {
case Type::STRING:
case Type::BINARY:
case Type::FIXED_SIZE_BINARY:
case Type::LARGE_STRING:
case Type::LARGE_BINARY:
return array_type;
default:
return utf8();
}
}
} visitor{array_type};
return std::visit(visitor, value.value());
}
/// \brief The number of null values, may not be set
std::optional<int64_t> null_count = std::nullopt;
/// \brief The number of distinct values, may not be set
std::optional<int64_t> distinct_count = std::nullopt;
/// \brief The minimum value, may not be set
std::optional<ValueType> min = std::nullopt;
/// \brief Compute Arrow type of the minimum value.
///
/// If \ref ValueType is `std::string`, `array_type` may be
/// used. If `array_type` is a binary-like type such as \ref
/// arrow::binary and \ref arrow::large_utf8, `array_type` is
/// returned. \ref arrow::utf8 is returned otherwise.
///
/// If \ref ValueType isn't `std::string`, `array_type` isn't used.
///
/// \param array_type The Arrow type of the associated array.
///
/// \return \ref arrow::null if the minimum value is `std::nullopt`,
/// Arrow type based on \ref ValueType of the \ref min
/// otherwise.
const std::shared_ptr<DataType>& MinArrowType(
const std::shared_ptr<DataType>& array_type) {
return ValueToArrowType(min, array_type);
}
/// \brief Whether the minimum value is exact or not
bool is_min_exact = false;
/// \brief The maximum value, may not be set
std::optional<ValueType> max = std::nullopt;
/// \brief Compute Arrow type of the maximum value.
///
/// If \ref ValueType is `std::string`, `array_type` may be
/// used. If `array_type` is a binary-like type such as \ref
/// arrow::binary and \ref arrow::large_utf8, `array_type` is
/// returned. \ref arrow::utf8 is returned otherwise.
///
/// If \ref ValueType isn't `std::string`, `array_type` isn't used.
///
/// \param array_type The Arrow type of the associated array.
///
/// \return \ref arrow::null if the maximum value is `std::nullopt`,
/// Arrow type based on \ref ValueType of the \ref max
/// otherwise.
const std::shared_ptr<DataType>& MaxArrowType(
const std::shared_ptr<DataType>& array_type) {
return ValueToArrowType(max, array_type);
}
/// \brief Whether the maximum value is exact or not
bool is_max_exact = false;
/// \brief Check two statistics for equality
bool Equals(const ArrayStatistics& other) const {
return null_count == other.null_count && distinct_count == other.distinct_count &&
min == other.min && is_min_exact == other.is_min_exact && max == other.max &&
is_max_exact == other.is_max_exact;
}
/// \brief Check two statistics for equality
bool operator==(const ArrayStatistics& other) const { return Equals(other); }
/// \brief Check two statistics for not equality
bool operator!=(const ArrayStatistics& other) const { return !Equals(other); }
};
} // namespace arrow