File size: 11,416 Bytes
0b5e147 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 |
// 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 <memory>
#include <string>
#include <type_traits>
#include <utility>
#include <variant>
#include <vector>
#include "arrow/array/data.h"
#include "arrow/scalar.h"
#include "arrow/type.h"
#include "arrow/type_traits.h"
#include "arrow/util/checked_cast.h"
#include "arrow/util/macros.h"
#include "arrow/util/visibility.h"
namespace arrow {
class Array;
class ChunkedArray;
class RecordBatch;
class Table;
/// \class Datum
/// \brief Variant type for various Arrow C++ data structures
struct ARROW_EXPORT Datum {
/// \brief The kind of datum stored
enum Kind { NONE, SCALAR, ARRAY, CHUNKED_ARRAY, RECORD_BATCH, TABLE };
/// \brief A placeholder type to represent empty datum
struct Empty {};
/// \brief Datums variants may have a length. This special value indicate that the
/// current variant does not have a length.
static constexpr int64_t kUnknownLength = -1;
/// \brief Storage of the actual datum.
///
/// Note: For arrays, ArrayData is stored instead of Array for easier processing
std::variant<Empty, std::shared_ptr<Scalar>, std::shared_ptr<ArrayData>,
std::shared_ptr<ChunkedArray>, std::shared_ptr<RecordBatch>,
std::shared_ptr<Table>>
value;
/// \brief Empty datum, to be populated elsewhere
Datum() = default;
Datum(const Datum& other) = default;
Datum& operator=(const Datum& other) = default;
Datum(Datum&& other) = default;
Datum& operator=(Datum&& other) = default;
/// \brief Construct from a Scalar
Datum(std::shared_ptr<Scalar> value) // NOLINT implicit conversion
: value(std::move(value)) {}
/// \brief Construct from an ArrayData
Datum(std::shared_ptr<ArrayData> value) // NOLINT implicit conversion
: value(std::move(value)) {}
/// \brief Construct from an ArrayData
Datum(ArrayData arg) // NOLINT implicit conversion
: value(std::make_shared<ArrayData>(std::move(arg))) {}
/// \brief Construct from an Array
Datum(const Array& value); // NOLINT implicit conversion
/// \brief Construct from an Array
Datum(const std::shared_ptr<Array>& value); // NOLINT implicit conversion
/// \brief Construct from a ChunkedArray
Datum(std::shared_ptr<ChunkedArray> value); // NOLINT implicit conversion
/// \brief Construct from a RecordBatch
Datum(std::shared_ptr<RecordBatch> value); // NOLINT implicit conversion
/// \brief Construct from a Table
Datum(std::shared_ptr<Table> value); // NOLINT implicit conversion
/// \brief Construct from a ChunkedArray.
///
/// This can be expensive, prefer the shared_ptr<ChunkedArray> constructor
explicit Datum(const ChunkedArray& value);
/// \brief Construct from a RecordBatch.
///
/// This can be expensive, prefer the shared_ptr<RecordBatch> constructor
explicit Datum(const RecordBatch& value);
/// \brief Construct from a Table.
///
/// This can be expensive, prefer the shared_ptr<Table> constructor
explicit Datum(const Table& value);
/// \brief Cast from concrete subtypes of Array or Scalar to Datum
template <typename T, bool IsArray = std::is_base_of_v<Array, T>,
bool IsScalar = std::is_base_of_v<Scalar, T>,
typename = enable_if_t<IsArray || IsScalar>>
Datum(std::shared_ptr<T> value) // NOLINT implicit conversion
: Datum(std::shared_ptr<typename std::conditional<IsArray, Array, Scalar>::type>(
std::move(value))) {}
/// \brief Cast from concrete subtypes of Array or Scalar to Datum
template <typename T, typename TV = typename std::remove_reference_t<T>,
bool IsArray = std::is_base_of_v<Array, T>,
bool IsScalar = std::is_base_of_v<Scalar, T>,
typename = enable_if_t<IsArray || IsScalar>>
Datum(T&& value) // NOLINT implicit conversion
: Datum(std::make_shared<TV>(std::forward<T>(value))) {}
/// \brief Copy from concrete subtypes of Scalar.
///
/// The concrete scalar type must be copyable (not all of them are).
template <typename T, typename = enable_if_t<std::is_base_of_v<Scalar, T>>>
Datum(const T& value) // NOLINT implicit conversion
: Datum(std::make_shared<T>(value)) {}
// Convenience constructors
/// \brief Convenience constructor storing a bool scalar.
explicit Datum(bool value);
/// \brief Convenience constructor storing an int8 scalar.
explicit Datum(int8_t value);
/// \brief Convenience constructor storing a uint8 scalar.
explicit Datum(uint8_t value);
/// \brief Convenience constructor storing an int16 scalar.
explicit Datum(int16_t value);
/// \brief Convenience constructor storing a uint16 scalar.
explicit Datum(uint16_t value);
/// \brief Convenience constructor storing an int32 scalar.
explicit Datum(int32_t value);
/// \brief Convenience constructor storing a uint32 scalar.
explicit Datum(uint32_t value);
/// \brief Convenience constructor storing an int64 scalar.
explicit Datum(int64_t value);
/// \brief Convenience constructor storing a uint64 scalar.
explicit Datum(uint64_t value);
/// \brief Convenience constructor storing a float scalar.
explicit Datum(float value);
/// \brief Convenience constructor storing a double scalar.
explicit Datum(double value);
/// \brief Convenience constructor storing a string scalar.
explicit Datum(std::string value);
/// \brief Convenience constructor storing a string scalar.
explicit Datum(const char* value);
/// \brief Convenience constructor for a DurationScalar from std::chrono::duration
template <template <typename, typename> class StdDuration, typename Rep,
typename Period,
typename = decltype(DurationScalar{StdDuration<Rep, Period>{}})>
explicit Datum(StdDuration<Rep, Period> d) : Datum{DurationScalar(d)} {}
/// \brief The kind of data stored in Datum
Datum::Kind kind() const {
switch (this->value.index()) {
case 0:
return Datum::NONE;
case 1:
return Datum::SCALAR;
case 2:
return Datum::ARRAY;
case 3:
return Datum::CHUNKED_ARRAY;
case 4:
return Datum::RECORD_BATCH;
case 5:
return Datum::TABLE;
default:
return Datum::NONE;
}
}
/// \brief Retrieve the stored array as ArrayData
///
/// Use make_array() if an Array is desired (which is more expensive).
/// \throws std::bad_variant_access if the datum is not an array
const std::shared_ptr<ArrayData>& array() const {
return std::get<std::shared_ptr<ArrayData>>(this->value);
}
/// \brief The sum of bytes in each buffer referenced by the datum
/// Note: Scalars report a size of 0
/// \see arrow::util::TotalBufferSize for caveats
int64_t TotalBufferSize() const;
/// \brief Get the stored ArrayData in mutable form
///
/// For internal use primarily. Keep in mind a shared_ptr<Datum> may have multiple
/// owners.
ArrayData* mutable_array() const { return this->array().get(); }
/// \brief Retrieve the stored array as Array
/// \throws std::bad_variant_access if the datum is not an array
std::shared_ptr<Array> make_array() const;
/// \brief Retrieve the chunked array stored
/// \throws std::bad_variant_access if the datum is not a chunked array
const std::shared_ptr<ChunkedArray>& chunked_array() const {
return std::get<std::shared_ptr<ChunkedArray>>(this->value);
}
/// \brief Retrieve the record batch stored
/// \throws std::bad_variant_access if the datum is not a record batch
const std::shared_ptr<RecordBatch>& record_batch() const {
return std::get<std::shared_ptr<RecordBatch>>(this->value);
}
/// \brief Retrieve the table stored
/// \throws std::bad_variant_access if the datum is not a table
const std::shared_ptr<Table>& table() const {
return std::get<std::shared_ptr<Table>>(this->value);
}
/// \brief Retrieve the scalar stored
/// \throws std::bad_variant_access if the datum is not a scalar
const std::shared_ptr<Scalar>& scalar() const {
return std::get<std::shared_ptr<Scalar>>(this->value);
}
/// \brief Retrieve the datum as its concrete array type
/// \throws std::bad_variant_access if the datum is not an array
/// \tparam ExactType the expected array type, may cause undefined behavior if it is not
/// the type of the stored array
template <typename ExactType>
std::shared_ptr<ExactType> array_as() const {
return internal::checked_pointer_cast<ExactType>(this->make_array());
}
/// \brief Retrieve the datum as its concrete scalar type
/// \throws std::bad_variant_access if the datum is not a scalar
/// \tparam ExactType the expected scalar type, may cause undefined behavior if it is
/// not the type of the stored scalar
template <typename ExactType>
const ExactType& scalar_as() const {
return internal::checked_cast<const ExactType&>(*this->scalar());
}
/// \brief True if Datum contains an array
bool is_array() const { return this->kind() == Datum::ARRAY; }
/// \brief True if Datum contains a chunked array
bool is_chunked_array() const { return this->kind() == Datum::CHUNKED_ARRAY; }
/// \brief True if Datum contains an array or a chunked array
bool is_arraylike() const {
return this->kind() == Datum::ARRAY || this->kind() == Datum::CHUNKED_ARRAY;
}
/// \brief True if Datum contains a scalar
bool is_scalar() const { return this->kind() == Datum::SCALAR; }
/// \brief True if Datum contains a scalar or array-like data
bool is_value() const { return this->is_arraylike() || this->is_scalar(); }
/// \brief Return the null count.
///
/// Only valid for scalar and array-like data.
int64_t null_count() const;
/// \brief The value type of the variant, if any
///
/// \return nullptr if no type
const std::shared_ptr<DataType>& type() const;
/// \brief The schema of the variant, if any
///
/// \return nullptr if no schema
const std::shared_ptr<Schema>& schema() const;
/// \brief The value length of the variant, if any
///
/// \return kUnknownLength if no type
int64_t length() const;
/// \brief The array chunks of the variant, if any
///
/// \return empty if not arraylike
ArrayVector chunks() const;
/// \brief True if the two data are equal
bool Equals(const Datum& other) const;
bool operator==(const Datum& other) const { return Equals(other); }
bool operator!=(const Datum& other) const { return !Equals(other); }
std::string ToString() const;
};
ARROW_EXPORT void PrintTo(const Datum&, std::ostream*);
ARROW_EXPORT std::string ToString(Datum::Kind kind);
} // namespace arrow
|