peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pyarrow
/include
/arrow
/scalar.h
// 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. | |
// Object model for scalar (non-Array) values. Not intended for use with large | |
// amounts of data | |
namespace arrow { | |
class Array; | |
/// \brief Base class for scalar values | |
/// | |
/// A Scalar represents a single value with a specific DataType. | |
/// Scalars are useful for passing single value inputs to compute functions, | |
/// or for representing individual array elements (with a non-trivial | |
/// wrapping cost, though). | |
struct ARROW_EXPORT Scalar : public std::enable_shared_from_this<Scalar>, | |
public util::EqualityComparable<Scalar> { | |
virtual ~Scalar() = default; | |
/// \brief The type of the scalar value | |
std::shared_ptr<DataType> type; | |
/// \brief Whether the value is valid (not null) or not | |
bool is_valid = false; | |
bool Equals(const Scalar& other, | |
const EqualOptions& options = EqualOptions::Defaults()) const; | |
bool ApproxEquals(const Scalar& other, | |
const EqualOptions& options = EqualOptions::Defaults()) const; | |
struct ARROW_EXPORT Hash { | |
size_t operator()(const Scalar& scalar) const { return scalar.hash(); } | |
size_t operator()(const std::shared_ptr<Scalar>& scalar) const { | |
return scalar->hash(); | |
} | |
}; | |
size_t hash() const; | |
std::string ToString() const; | |
/// \brief Perform cheap validation checks | |
/// | |
/// This is O(k) where k is the number of descendents. | |
/// | |
/// \return Status | |
Status Validate() const; | |
/// \brief Perform extensive data validation checks | |
/// | |
/// This is potentially O(k*n) where k is the number of descendents and n | |
/// is the length of descendents (if list scalars are involved). | |
/// | |
/// \return Status | |
Status ValidateFull() const; | |
static Result<std::shared_ptr<Scalar>> Parse(const std::shared_ptr<DataType>& type, | |
std::string_view repr); | |
// TODO(bkietz) add compute::CastOptions | |
Result<std::shared_ptr<Scalar>> CastTo(std::shared_ptr<DataType> to) const; | |
/// \brief Apply the ScalarVisitor::Visit() method specialized to the scalar type | |
Status Accept(ScalarVisitor* visitor) const; | |
/// \brief EXPERIMENTAL Enable obtaining shared_ptr<Scalar> from a const | |
/// Scalar& context. | |
std::shared_ptr<Scalar> GetSharedPtr() const { | |
return const_cast<Scalar*>(this)->shared_from_this(); | |
} | |
protected: | |
Scalar(std::shared_ptr<DataType> type, bool is_valid) | |
: type(std::move(type)), is_valid(is_valid) {} | |
}; | |
ARROW_EXPORT void PrintTo(const Scalar& scalar, std::ostream* os); | |
/// \defgroup concrete-scalar-classes Concrete Scalar subclasses | |
/// | |
/// @{ | |
/// \brief A scalar value for NullType. Never valid | |
struct ARROW_EXPORT NullScalar : public Scalar { | |
public: | |
using TypeClass = NullType; | |
NullScalar() : Scalar{null(), false} {} | |
}; | |
/// @} | |
namespace internal { | |
struct ARROW_EXPORT ArraySpanFillFromScalarScratchSpace { | |
// 16 bytes of scratch space to enable ArraySpan to be a view onto any | |
// Scalar- including binary scalars where we need to create a buffer | |
// that looks like two 32-bit or 64-bit offsets. | |
alignas(int64_t) mutable uint8_t scratch_space_[sizeof(int64_t) * 2]; | |
}; | |
struct ARROW_EXPORT PrimitiveScalarBase : public Scalar { | |
explicit PrimitiveScalarBase(std::shared_ptr<DataType> type) | |
: Scalar(std::move(type), false) {} | |
using Scalar::Scalar; | |
/// \brief Get a const pointer to the value of this scalar. May be null. | |
virtual const void* data() const = 0; | |
/// \brief Get a mutable pointer to the value of this scalar. May be null. | |
virtual void* mutable_data() = 0; | |
/// \brief Get an immutable view of the value of this scalar as bytes. | |
virtual std::string_view view() const = 0; | |
}; | |
template <typename T, typename CType = typename T::c_type> | |
struct ARROW_EXPORT PrimitiveScalar : public PrimitiveScalarBase { | |
using PrimitiveScalarBase::PrimitiveScalarBase; | |
using TypeClass = T; | |
using ValueType = CType; | |
// Non-null constructor. | |
PrimitiveScalar(ValueType value, std::shared_ptr<DataType> type) | |
: PrimitiveScalarBase(std::move(type), true), value(value) {} | |
explicit PrimitiveScalar(std::shared_ptr<DataType> type) | |
: PrimitiveScalarBase(std::move(type), false) {} | |
ValueType value{}; | |
const void* data() const override { return &value; } | |
void* mutable_data() override { return &value; } | |
std::string_view view() const override { | |
return std::string_view(reinterpret_cast<const char*>(&value), sizeof(ValueType)); | |
}; | |
}; | |
} // namespace internal | |
/// \addtogroup concrete-scalar-classes Concrete Scalar subclasses | |
/// | |
/// @{ | |
struct ARROW_EXPORT BooleanScalar : public internal::PrimitiveScalar<BooleanType, bool> { | |
using Base = internal::PrimitiveScalar<BooleanType, bool>; | |
using Base::Base; | |
explicit BooleanScalar(bool value) : Base(value, boolean()) {} | |
BooleanScalar() : Base(boolean()) {} | |
}; | |
template <typename T> | |
struct NumericScalar : public internal::PrimitiveScalar<T> { | |
using Base = typename internal::PrimitiveScalar<T>; | |
using Base::Base; | |
using TypeClass = typename Base::TypeClass; | |
using ValueType = typename Base::ValueType; | |
explicit NumericScalar(ValueType value) | |
: Base(value, TypeTraits<T>::type_singleton()) {} | |
NumericScalar() : Base(TypeTraits<T>::type_singleton()) {} | |
}; | |
struct ARROW_EXPORT Int8Scalar : public NumericScalar<Int8Type> { | |
using NumericScalar<Int8Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT Int16Scalar : public NumericScalar<Int16Type> { | |
using NumericScalar<Int16Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT Int32Scalar : public NumericScalar<Int32Type> { | |
using NumericScalar<Int32Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT Int64Scalar : public NumericScalar<Int64Type> { | |
using NumericScalar<Int64Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT UInt8Scalar : public NumericScalar<UInt8Type> { | |
using NumericScalar<UInt8Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT UInt16Scalar : public NumericScalar<UInt16Type> { | |
using NumericScalar<UInt16Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT UInt32Scalar : public NumericScalar<UInt32Type> { | |
using NumericScalar<UInt32Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT UInt64Scalar : public NumericScalar<UInt64Type> { | |
using NumericScalar<UInt64Type>::NumericScalar; | |
}; | |
struct ARROW_EXPORT HalfFloatScalar : public NumericScalar<HalfFloatType> { | |
using NumericScalar<HalfFloatType>::NumericScalar; | |
}; | |
struct ARROW_EXPORT FloatScalar : public NumericScalar<FloatType> { | |
using NumericScalar<FloatType>::NumericScalar; | |
}; | |
struct ARROW_EXPORT DoubleScalar : public NumericScalar<DoubleType> { | |
using NumericScalar<DoubleType>::NumericScalar; | |
}; | |
struct ARROW_EXPORT BaseBinaryScalar | |
: public internal::PrimitiveScalarBase, | |
private internal::ArraySpanFillFromScalarScratchSpace { | |
using internal::PrimitiveScalarBase::PrimitiveScalarBase; | |
using ValueType = std::shared_ptr<Buffer>; | |
std::shared_ptr<Buffer> value; | |
const void* data() const override { | |
return value ? reinterpret_cast<const void*>(value->data()) : NULLPTR; | |
} | |
void* mutable_data() override { | |
return value ? reinterpret_cast<void*>(value->mutable_data()) : NULLPTR; | |
} | |
std::string_view view() const override { | |
return value ? std::string_view(*value) : std::string_view(); | |
} | |
BaseBinaryScalar(std::shared_ptr<Buffer> value, std::shared_ptr<DataType> type) | |
: internal::PrimitiveScalarBase{std::move(type), true}, value(std::move(value)) {} | |
friend ArraySpan; | |
BaseBinaryScalar(std::string s, std::shared_ptr<DataType> type); | |
}; | |
struct ARROW_EXPORT BinaryScalar : public BaseBinaryScalar { | |
using BaseBinaryScalar::BaseBinaryScalar; | |
using TypeClass = BinaryType; | |
explicit BinaryScalar(std::shared_ptr<Buffer> value) | |
: BinaryScalar(std::move(value), binary()) {} | |
explicit BinaryScalar(std::string s) : BaseBinaryScalar(std::move(s), binary()) {} | |
BinaryScalar() : BinaryScalar(binary()) {} | |
}; | |
struct ARROW_EXPORT StringScalar : public BinaryScalar { | |
using BinaryScalar::BinaryScalar; | |
using TypeClass = StringType; | |
explicit StringScalar(std::shared_ptr<Buffer> value) | |
: StringScalar(std::move(value), utf8()) {} | |
explicit StringScalar(std::string s) : BinaryScalar(std::move(s), utf8()) {} | |
StringScalar() : StringScalar(utf8()) {} | |
}; | |
struct ARROW_EXPORT BinaryViewScalar : public BaseBinaryScalar { | |
using BaseBinaryScalar::BaseBinaryScalar; | |
using TypeClass = BinaryViewType; | |
explicit BinaryViewScalar(std::shared_ptr<Buffer> value) | |
: BinaryViewScalar(std::move(value), binary_view()) {} | |
explicit BinaryViewScalar(std::string s) | |
: BaseBinaryScalar(std::move(s), binary_view()) {} | |
BinaryViewScalar() : BinaryViewScalar(binary_view()) {} | |
std::string_view view() const override { return std::string_view(*this->value); } | |
}; | |
struct ARROW_EXPORT StringViewScalar : public BinaryViewScalar { | |
using BinaryViewScalar::BinaryViewScalar; | |
using TypeClass = StringViewType; | |
explicit StringViewScalar(std::shared_ptr<Buffer> value) | |
: StringViewScalar(std::move(value), utf8_view()) {} | |
explicit StringViewScalar(std::string s) | |
: BinaryViewScalar(std::move(s), utf8_view()) {} | |
StringViewScalar() : StringViewScalar(utf8_view()) {} | |
}; | |
struct ARROW_EXPORT LargeBinaryScalar : public BaseBinaryScalar { | |
using BaseBinaryScalar::BaseBinaryScalar; | |
using TypeClass = LargeBinaryType; | |
LargeBinaryScalar(std::shared_ptr<Buffer> value, std::shared_ptr<DataType> type) | |
: BaseBinaryScalar(std::move(value), std::move(type)) {} | |
explicit LargeBinaryScalar(std::shared_ptr<Buffer> value) | |
: LargeBinaryScalar(std::move(value), large_binary()) {} | |
explicit LargeBinaryScalar(std::string s) | |
: BaseBinaryScalar(std::move(s), large_binary()) {} | |
LargeBinaryScalar() : LargeBinaryScalar(large_binary()) {} | |
}; | |
struct ARROW_EXPORT LargeStringScalar : public LargeBinaryScalar { | |
using LargeBinaryScalar::LargeBinaryScalar; | |
using TypeClass = LargeStringType; | |
explicit LargeStringScalar(std::shared_ptr<Buffer> value) | |
: LargeStringScalar(std::move(value), large_utf8()) {} | |
explicit LargeStringScalar(std::string s) | |
: LargeBinaryScalar(std::move(s), large_utf8()) {} | |
LargeStringScalar() : LargeStringScalar(large_utf8()) {} | |
}; | |
struct ARROW_EXPORT FixedSizeBinaryScalar : public BinaryScalar { | |
using TypeClass = FixedSizeBinaryType; | |
FixedSizeBinaryScalar(std::shared_ptr<Buffer> value, std::shared_ptr<DataType> type, | |
bool is_valid = true); | |
explicit FixedSizeBinaryScalar(const std::shared_ptr<Buffer>& value, | |
bool is_valid = true); | |
explicit FixedSizeBinaryScalar(std::string s, bool is_valid = true); | |
}; | |
template <typename T> | |
struct TemporalScalar : internal::PrimitiveScalar<T> { | |
using internal::PrimitiveScalar<T>::PrimitiveScalar; | |
using ValueType = typename internal::PrimitiveScalar<T>::ValueType; | |
TemporalScalar(ValueType value, std::shared_ptr<DataType> type) | |
: internal::PrimitiveScalar<T>(std::move(value), type) {} | |
}; | |
template <typename T> | |
struct DateScalar : public TemporalScalar<T> { | |
using TemporalScalar<T>::TemporalScalar; | |
using ValueType = typename TemporalScalar<T>::ValueType; | |
explicit DateScalar(ValueType value) | |
: TemporalScalar<T>(std::move(value), TypeTraits<T>::type_singleton()) {} | |
DateScalar() : TemporalScalar<T>(TypeTraits<T>::type_singleton()) {} | |
}; | |
struct ARROW_EXPORT Date32Scalar : public DateScalar<Date32Type> { | |
using DateScalar<Date32Type>::DateScalar; | |
}; | |
struct ARROW_EXPORT Date64Scalar : public DateScalar<Date64Type> { | |
using DateScalar<Date64Type>::DateScalar; | |
}; | |
template <typename T> | |
struct ARROW_EXPORT TimeScalar : public TemporalScalar<T> { | |
using TemporalScalar<T>::TemporalScalar; | |
TimeScalar(typename TemporalScalar<T>::ValueType value, TimeUnit::type unit) | |
: TimeScalar(std::move(value), std::make_shared<T>(unit)) {} | |
}; | |
struct ARROW_EXPORT Time32Scalar : public TimeScalar<Time32Type> { | |
using TimeScalar<Time32Type>::TimeScalar; | |
}; | |
struct ARROW_EXPORT Time64Scalar : public TimeScalar<Time64Type> { | |
using TimeScalar<Time64Type>::TimeScalar; | |
}; | |
struct ARROW_EXPORT TimestampScalar : public TemporalScalar<TimestampType> { | |
using TemporalScalar<TimestampType>::TemporalScalar; | |
TimestampScalar(typename TemporalScalar<TimestampType>::ValueType value, | |
TimeUnit::type unit, std::string tz = "") | |
: TimestampScalar(std::move(value), timestamp(unit, std::move(tz))) {} | |
static Result<TimestampScalar> FromISO8601(std::string_view iso8601, | |
TimeUnit::type unit); | |
}; | |
template <typename T> | |
struct IntervalScalar : public TemporalScalar<T> { | |
using TemporalScalar<T>::TemporalScalar; | |
using ValueType = typename TemporalScalar<T>::ValueType; | |
explicit IntervalScalar(ValueType value) | |
: TemporalScalar<T>(value, TypeTraits<T>::type_singleton()) {} | |
IntervalScalar() : TemporalScalar<T>(TypeTraits<T>::type_singleton()) {} | |
}; | |
struct ARROW_EXPORT MonthIntervalScalar : public IntervalScalar<MonthIntervalType> { | |
using IntervalScalar<MonthIntervalType>::IntervalScalar; | |
}; | |
struct ARROW_EXPORT DayTimeIntervalScalar : public IntervalScalar<DayTimeIntervalType> { | |
using IntervalScalar<DayTimeIntervalType>::IntervalScalar; | |
}; | |
struct ARROW_EXPORT MonthDayNanoIntervalScalar | |
: public IntervalScalar<MonthDayNanoIntervalType> { | |
using IntervalScalar<MonthDayNanoIntervalType>::IntervalScalar; | |
}; | |
struct ARROW_EXPORT DurationScalar : public TemporalScalar<DurationType> { | |
using TemporalScalar<DurationType>::TemporalScalar; | |
DurationScalar(typename TemporalScalar<DurationType>::ValueType value, | |
TimeUnit::type unit) | |
: DurationScalar(std::move(value), duration(unit)) {} | |
// Convenience constructors for a DurationScalar from std::chrono::nanoseconds | |
template <template <typename, typename> class StdDuration, typename Rep> | |
explicit DurationScalar(StdDuration<Rep, std::nano> d) | |
: DurationScalar{DurationScalar(d.count(), duration(TimeUnit::NANO))} {} | |
// Convenience constructors for a DurationScalar from std::chrono::microseconds | |
template <template <typename, typename> class StdDuration, typename Rep> | |
explicit DurationScalar(StdDuration<Rep, std::micro> d) | |
: DurationScalar{DurationScalar(d.count(), duration(TimeUnit::MICRO))} {} | |
// Convenience constructors for a DurationScalar from std::chrono::milliseconds | |
template <template <typename, typename> class StdDuration, typename Rep> | |
explicit DurationScalar(StdDuration<Rep, std::milli> d) | |
: DurationScalar{DurationScalar(d.count(), duration(TimeUnit::MILLI))} {} | |
// Convenience constructors for a DurationScalar from std::chrono::seconds | |
// or from units which are whole numbers of seconds | |
template <template <typename, typename> class StdDuration, typename Rep, intmax_t Num> | |
explicit DurationScalar(StdDuration<Rep, std::ratio<Num, 1>> d) | |
: DurationScalar{DurationScalar(d.count() * Num, duration(TimeUnit::SECOND))} {} | |
}; | |
template <typename TYPE_CLASS, typename VALUE_TYPE> | |
struct ARROW_EXPORT DecimalScalar : public internal::PrimitiveScalarBase { | |
using internal::PrimitiveScalarBase::PrimitiveScalarBase; | |
using TypeClass = TYPE_CLASS; | |
using ValueType = VALUE_TYPE; | |
DecimalScalar(ValueType value, std::shared_ptr<DataType> type) | |
: internal::PrimitiveScalarBase(std::move(type), true), value(value) {} | |
const void* data() const override { | |
return reinterpret_cast<const void*>(value.native_endian_bytes()); | |
} | |
void* mutable_data() override { | |
return reinterpret_cast<void*>(value.mutable_native_endian_bytes()); | |
} | |
std::string_view view() const override { | |
return std::string_view(reinterpret_cast<const char*>(value.native_endian_bytes()), | |
ValueType::kByteWidth); | |
} | |
ValueType value; | |
}; | |
struct ARROW_EXPORT Decimal128Scalar : public DecimalScalar<Decimal128Type, Decimal128> { | |
using DecimalScalar::DecimalScalar; | |
}; | |
struct ARROW_EXPORT Decimal256Scalar : public DecimalScalar<Decimal256Type, Decimal256> { | |
using DecimalScalar::DecimalScalar; | |
}; | |
struct ARROW_EXPORT BaseListScalar | |
: public Scalar, | |
private internal::ArraySpanFillFromScalarScratchSpace { | |
using Scalar::Scalar; | |
using ValueType = std::shared_ptr<Array>; | |
BaseListScalar(std::shared_ptr<Array> value, std::shared_ptr<DataType> type, | |
bool is_valid = true); | |
std::shared_ptr<Array> value; | |
private: | |
friend struct ArraySpan; | |
}; | |
struct ARROW_EXPORT ListScalar : public BaseListScalar { | |
using TypeClass = ListType; | |
using BaseListScalar::BaseListScalar; | |
explicit ListScalar(std::shared_ptr<Array> value, bool is_valid = true); | |
}; | |
struct ARROW_EXPORT LargeListScalar : public BaseListScalar { | |
using TypeClass = LargeListType; | |
using BaseListScalar::BaseListScalar; | |
explicit LargeListScalar(std::shared_ptr<Array> value, bool is_valid = true); | |
}; | |
struct ARROW_EXPORT ListViewScalar : public BaseListScalar { | |
using TypeClass = ListViewType; | |
using BaseListScalar::BaseListScalar; | |
explicit ListViewScalar(std::shared_ptr<Array> value, bool is_valid = true); | |
}; | |
struct ARROW_EXPORT LargeListViewScalar : public BaseListScalar { | |
using TypeClass = LargeListViewType; | |
using BaseListScalar::BaseListScalar; | |
explicit LargeListViewScalar(std::shared_ptr<Array> value, bool is_valid = true); | |
}; | |
struct ARROW_EXPORT MapScalar : public BaseListScalar { | |
using TypeClass = MapType; | |
using BaseListScalar::BaseListScalar; | |
explicit MapScalar(std::shared_ptr<Array> value, bool is_valid = true); | |
}; | |
struct ARROW_EXPORT FixedSizeListScalar : public BaseListScalar { | |
using TypeClass = FixedSizeListType; | |
FixedSizeListScalar(std::shared_ptr<Array> value, std::shared_ptr<DataType> type, | |
bool is_valid = true); | |
explicit FixedSizeListScalar(std::shared_ptr<Array> value, bool is_valid = true); | |
}; | |
struct ARROW_EXPORT StructScalar : public Scalar { | |
using TypeClass = StructType; | |
using ValueType = std::vector<std::shared_ptr<Scalar>>; | |
ScalarVector value; | |
Result<std::shared_ptr<Scalar>> field(FieldRef ref) const; | |
StructScalar(ValueType value, std::shared_ptr<DataType> type, bool is_valid = true) | |
: Scalar(std::move(type), is_valid), value(std::move(value)) {} | |
static Result<std::shared_ptr<StructScalar>> Make(ValueType value, | |
std::vector<std::string> field_names); | |
}; | |
struct ARROW_EXPORT UnionScalar : public Scalar, | |
private internal::ArraySpanFillFromScalarScratchSpace { | |
int8_t type_code; | |
virtual const std::shared_ptr<Scalar>& child_value() const = 0; | |
protected: | |
UnionScalar(std::shared_ptr<DataType> type, int8_t type_code, bool is_valid) | |
: Scalar(std::move(type), is_valid), type_code(type_code) {} | |
friend struct ArraySpan; | |
}; | |
struct ARROW_EXPORT SparseUnionScalar : public UnionScalar { | |
using TypeClass = SparseUnionType; | |
// Even though only one of the union values is relevant for this scalar, we | |
// nonetheless construct a vector of scalars, one per union value, to have | |
// enough data to reconstruct a valid ArraySpan of length 1 from this scalar | |
using ValueType = std::vector<std::shared_ptr<Scalar>>; | |
ValueType value; | |
// The value index corresponding to the active type code | |
int child_id; | |
SparseUnionScalar(ValueType value, int8_t type_code, std::shared_ptr<DataType> type); | |
const std::shared_ptr<Scalar>& child_value() const override { | |
return this->value[this->child_id]; | |
} | |
/// \brief Construct a SparseUnionScalar from a single value, versus having | |
/// to construct a vector of scalars | |
static std::shared_ptr<Scalar> FromValue(std::shared_ptr<Scalar> value, int field_index, | |
std::shared_ptr<DataType> type); | |
}; | |
struct ARROW_EXPORT DenseUnionScalar : public UnionScalar { | |
using TypeClass = DenseUnionType; | |
// For DenseUnionScalar, we can make a valid ArraySpan of length 1 from this | |
// scalar | |
using ValueType = std::shared_ptr<Scalar>; | |
ValueType value; | |
const std::shared_ptr<Scalar>& child_value() const override { return this->value; } | |
DenseUnionScalar(ValueType value, int8_t type_code, std::shared_ptr<DataType> type) | |
: UnionScalar(std::move(type), type_code, value->is_valid), | |
value(std::move(value)) {} | |
}; | |
struct ARROW_EXPORT RunEndEncodedScalar | |
: public Scalar, | |
private internal::ArraySpanFillFromScalarScratchSpace { | |
using TypeClass = RunEndEncodedType; | |
using ValueType = std::shared_ptr<Scalar>; | |
ValueType value; | |
RunEndEncodedScalar(std::shared_ptr<Scalar> value, std::shared_ptr<DataType> type); | |
/// \brief Constructs a NULL RunEndEncodedScalar | |
explicit RunEndEncodedScalar(const std::shared_ptr<DataType>& type); | |
~RunEndEncodedScalar() override; | |
const std::shared_ptr<DataType>& run_end_type() const { | |
return ree_type().run_end_type(); | |
} | |
const std::shared_ptr<DataType>& value_type() const { return ree_type().value_type(); } | |
private: | |
const TypeClass& ree_type() const { return internal::checked_cast<TypeClass&>(*type); } | |
friend ArraySpan; | |
}; | |
/// \brief A Scalar value for DictionaryType | |
/// | |
/// `is_valid` denotes the validity of the `index`, regardless of | |
/// the corresponding value in the `dictionary`. | |
struct ARROW_EXPORT DictionaryScalar : public internal::PrimitiveScalarBase { | |
using TypeClass = DictionaryType; | |
struct ValueType { | |
std::shared_ptr<Scalar> index; | |
std::shared_ptr<Array> dictionary; | |
} value; | |
explicit DictionaryScalar(std::shared_ptr<DataType> type); | |
DictionaryScalar(ValueType value, std::shared_ptr<DataType> type, bool is_valid = true) | |
: internal::PrimitiveScalarBase(std::move(type), is_valid), | |
value(std::move(value)) {} | |
static std::shared_ptr<DictionaryScalar> Make(std::shared_ptr<Scalar> index, | |
std::shared_ptr<Array> dict); | |
Result<std::shared_ptr<Scalar>> GetEncodedValue() const; | |
const void* data() const override { | |
return internal::checked_cast<internal::PrimitiveScalarBase&>(*value.index).data(); | |
} | |
void* mutable_data() override { | |
return internal::checked_cast<internal::PrimitiveScalarBase&>(*value.index) | |
.mutable_data(); | |
} | |
std::string_view view() const override { | |
return internal::checked_cast<const internal::PrimitiveScalarBase&>(*value.index) | |
.view(); | |
} | |
}; | |
/// \brief A Scalar value for ExtensionType | |
/// | |
/// The value is the underlying storage scalar. | |
/// `is_valid` must only be true if `value` is non-null and `value->is_valid` is true | |
struct ARROW_EXPORT ExtensionScalar : public Scalar { | |
using TypeClass = ExtensionType; | |
using ValueType = std::shared_ptr<Scalar>; | |
ExtensionScalar(std::shared_ptr<Scalar> storage, std::shared_ptr<DataType> type, | |
bool is_valid = true) | |
: Scalar(std::move(type), is_valid), value(std::move(storage)) {} | |
template <typename Storage, | |
typename = enable_if_t<std::is_base_of<Scalar, Storage>::value>> | |
ExtensionScalar(Storage&& storage, std::shared_ptr<DataType> type, bool is_valid = true) | |
: ExtensionScalar(std::make_shared<Storage>(std::move(storage)), std::move(type), | |
is_valid) {} | |
std::shared_ptr<Scalar> value; | |
}; | |
/// @} | |
namespace internal { | |
inline Status CheckBufferLength(...) { return Status::OK(); } | |
ARROW_EXPORT Status CheckBufferLength(const FixedSizeBinaryType* t, | |
const std::shared_ptr<Buffer>* b); | |
} // namespace internal | |
template <typename ValueRef> | |
struct MakeScalarImpl; | |
/// \defgroup scalar-factories Scalar factory functions | |
/// | |
/// @{ | |
/// \brief Scalar factory for null scalars | |
ARROW_EXPORT | |
std::shared_ptr<Scalar> MakeNullScalar(std::shared_ptr<DataType> type); | |
/// \brief Scalar factory for non-null scalars | |
template <typename Value> | |
Result<std::shared_ptr<Scalar>> MakeScalar(std::shared_ptr<DataType> type, | |
Value&& value) { | |
return MakeScalarImpl<Value&&>{type, std::forward<Value>(value), NULLPTR}.Finish(); | |
} | |
/// \brief Type-inferring scalar factory for non-null scalars | |
/// | |
/// Construct a Scalar instance with a DataType determined by the input C++ type. | |
/// (for example Int8Scalar for a int8_t input). | |
/// Only non-parametric primitive types and String are supported. | |
template <typename Value, typename Traits = CTypeTraits<typename std::decay<Value>::type>, | |
typename ScalarType = typename Traits::ScalarType, | |
typename Enable = decltype(ScalarType(std::declval<Value>(), | |
Traits::type_singleton()))> | |
std::shared_ptr<Scalar> MakeScalar(Value value) { | |
return std::make_shared<ScalarType>(std::move(value), Traits::type_singleton()); | |
} | |
inline std::shared_ptr<Scalar> MakeScalar(std::string value) { | |
return std::make_shared<StringScalar>(std::move(value)); | |
} | |
inline std::shared_ptr<Scalar> MakeScalar(const std::shared_ptr<Scalar>& scalar) { | |
return scalar; | |
} | |
/// @} | |
template <typename ValueRef> | |
struct MakeScalarImpl { | |
template <typename T, typename ScalarType = typename TypeTraits<T>::ScalarType, | |
typename ValueType = typename ScalarType::ValueType, | |
typename Enable = typename std::enable_if< | |
std::is_constructible<ScalarType, ValueType, | |
std::shared_ptr<DataType>>::value && | |
std::is_convertible<ValueRef, ValueType>::value>::type> | |
Status Visit(const T& t) { | |
ARROW_RETURN_NOT_OK(internal::CheckBufferLength(&t, &value_)); | |
// `static_cast<ValueRef>` makes a rvalue if ValueRef is `ValueType&&` | |
out_ = std::make_shared<ScalarType>( | |
static_cast<ValueType>(static_cast<ValueRef>(value_)), std::move(type_)); | |
return Status::OK(); | |
} | |
Status Visit(const ExtensionType& t) { | |
ARROW_ASSIGN_OR_RAISE(auto storage, | |
MakeScalar(t.storage_type(), static_cast<ValueRef>(value_))); | |
out_ = std::make_shared<ExtensionScalar>(std::move(storage), type_); | |
return Status::OK(); | |
} | |
// Enable constructing string/binary scalars (but not decimal, etc) from std::string | |
template <typename T> | |
enable_if_t< | |
std::is_same<typename std::remove_reference<ValueRef>::type, std::string>::value && | |
(is_base_binary_type<T>::value || std::is_same<T, FixedSizeBinaryType>::value), | |
Status> | |
Visit(const T& t) { | |
using ScalarType = typename TypeTraits<T>::ScalarType; | |
out_ = std::make_shared<ScalarType>(Buffer::FromString(std::move(value_)), | |
std::move(type_)); | |
return Status::OK(); | |
} | |
Status Visit(const DataType& t) { | |
return Status::NotImplemented("constructing scalars of type ", t, | |
" from unboxed values"); | |
} | |
Result<std::shared_ptr<Scalar>> Finish() && { | |
ARROW_RETURN_NOT_OK(VisitTypeInline(*type_, this)); | |
return std::move(out_); | |
} | |
std::shared_ptr<DataType> type_; | |
ValueRef value_; | |
std::shared_ptr<Scalar> out_; | |
}; | |
} // namespace arrow | |