peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pyarrow
/include
/arrow
/datum.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. | |
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 | |