peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pyarrow
/include
/arrow
/util
/decimal.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 { | |
/// Represents a signed 128-bit integer in two's complement. | |
/// Calculations wrap around and overflow is ignored. | |
/// The max decimal precision that can be safely represented is | |
/// 38 significant digits. | |
/// | |
/// For a discussion of the algorithms, look at Knuth's volume 2, | |
/// Semi-numerical Algorithms section 4.3.1. | |
/// | |
/// Adapted from the Apache ORC C++ implementation | |
/// | |
/// The implementation is split into two parts : | |
/// | |
/// 1. BasicDecimal128 | |
/// - can be safely compiled to IR without references to libstdc++. | |
/// 2. Decimal128 | |
/// - has additional functionality on top of BasicDecimal128 to deal with | |
/// strings and streams. | |
class ARROW_EXPORT Decimal128 : public BasicDecimal128 { | |
public: | |
/// \cond FALSE | |
// (need to avoid a duplicate definition in Sphinx) | |
using BasicDecimal128::BasicDecimal128; | |
/// \endcond | |
/// \brief constructor creates a Decimal128 from a BasicDecimal128. | |
constexpr Decimal128(const BasicDecimal128& value) noexcept // NOLINT runtime/explicit | |
: BasicDecimal128(value) {} | |
/// \brief Parse the number from a base 10 string representation. | |
explicit Decimal128(const std::string& value); | |
/// \brief Empty constructor creates a Decimal128 with a value of 0. | |
// This is required on some older compilers. | |
constexpr Decimal128() noexcept : BasicDecimal128() {} | |
/// Divide this number by right and return the result. | |
/// | |
/// This operation is not destructive. | |
/// The answer rounds to zero. Signs work like: | |
/// 21 / 5 -> 4, 1 | |
/// -21 / 5 -> -4, -1 | |
/// 21 / -5 -> -4, 1 | |
/// -21 / -5 -> 4, -1 | |
/// \param[in] divisor the number to divide by | |
/// \return the pair of the quotient and the remainder | |
Result<std::pair<Decimal128, Decimal128>> Divide(const Decimal128& divisor) const { | |
std::pair<Decimal128, Decimal128> result; | |
auto dstatus = BasicDecimal128::Divide(divisor, &result.first, &result.second); | |
ARROW_RETURN_NOT_OK(ToArrowStatus(dstatus)); | |
return std::move(result); | |
} | |
/// \brief Convert the Decimal128 value to a base 10 decimal string with the given | |
/// scale. | |
std::string ToString(int32_t scale) const; | |
/// \brief Convert the value to an integer string | |
std::string ToIntegerString() const; | |
/// \brief Cast this value to an int64_t. | |
explicit operator int64_t() const; | |
/// \brief Convert a decimal string to a Decimal128 value, optionally including | |
/// precision and scale if they're passed in and not null. | |
static Status FromString(std::string_view s, Decimal128* out, int32_t* precision, | |
int32_t* scale = NULLPTR); | |
static Status FromString(const std::string& s, Decimal128* out, int32_t* precision, | |
int32_t* scale = NULLPTR); | |
static Status FromString(const char* s, Decimal128* out, int32_t* precision, | |
int32_t* scale = NULLPTR); | |
static Result<Decimal128> FromString(std::string_view s); | |
static Result<Decimal128> FromString(const std::string& s); | |
static Result<Decimal128> FromString(const char* s); | |
static Result<Decimal128> FromReal(double real, int32_t precision, int32_t scale); | |
static Result<Decimal128> FromReal(float real, int32_t precision, int32_t scale); | |
/// \brief Convert from a big-endian byte representation. The length must be | |
/// between 1 and 16. | |
/// \return error status if the length is an invalid value | |
static Result<Decimal128> FromBigEndian(const uint8_t* data, int32_t length); | |
/// \brief Convert Decimal128 from one scale to another | |
Result<Decimal128> Rescale(int32_t original_scale, int32_t new_scale) const { | |
Decimal128 out; | |
auto dstatus = BasicDecimal128::Rescale(original_scale, new_scale, &out); | |
ARROW_RETURN_NOT_OK(ToArrowStatus(dstatus)); | |
return std::move(out); | |
} | |
/// \brief Convert to a signed integer | |
template <typename T, typename = internal::EnableIfIsOneOf<T, int32_t, int64_t>> | |
Result<T> ToInteger() const { | |
constexpr auto min_value = std::numeric_limits<T>::min(); | |
constexpr auto max_value = std::numeric_limits<T>::max(); | |
const auto& self = *this; | |
if (self < min_value || self > max_value) { | |
return Status::Invalid("Invalid cast from Decimal128 to ", sizeof(T), | |
" byte integer"); | |
} | |
return static_cast<T>(low_bits()); | |
} | |
/// \brief Convert to a signed integer | |
template <typename T, typename = internal::EnableIfIsOneOf<T, int32_t, int64_t>> | |
Status ToInteger(T* out) const { | |
return ToInteger<T>().Value(out); | |
} | |
/// \brief Convert to a floating-point number (scaled) | |
float ToFloat(int32_t scale) const; | |
/// \brief Convert to a floating-point number (scaled) | |
double ToDouble(int32_t scale) const; | |
/// \brief Convert to a floating-point number (scaled) | |
template <typename T, typename = std::enable_if_t<std::is_floating_point_v<T>>> | |
T ToReal(int32_t scale) const { | |
static_assert(std::is_same_v<T, float> || std::is_same_v<T, double>, | |
"Unexpected floating-point type"); | |
if constexpr (std::is_same_v<T, float>) { | |
return ToFloat(scale); | |
} else { | |
return ToDouble(scale); | |
} | |
} | |
ARROW_FRIEND_EXPORT friend std::ostream& operator<<(std::ostream& os, | |
const Decimal128& decimal); | |
private: | |
/// Converts internal error code to Status | |
Status ToArrowStatus(DecimalStatus dstatus) const; | |
}; | |
/// Represents a signed 256-bit integer in two's complement. | |
/// The max decimal precision that can be safely represented is | |
/// 76 significant digits. | |
/// | |
/// The implementation is split into two parts : | |
/// | |
/// 1. BasicDecimal256 | |
/// - can be safely compiled to IR without references to libstdc++. | |
/// 2. Decimal256 | |
/// - (TODO) has additional functionality on top of BasicDecimal256 to deal with | |
/// strings and streams. | |
class ARROW_EXPORT Decimal256 : public BasicDecimal256 { | |
public: | |
/// \cond FALSE | |
// (need to avoid a duplicate definition in Sphinx) | |
using BasicDecimal256::BasicDecimal256; | |
/// \endcond | |
/// \brief constructor creates a Decimal256 from a BasicDecimal256. | |
constexpr Decimal256(const BasicDecimal256& value) noexcept // NOLINT(runtime/explicit) | |
: BasicDecimal256(value) {} | |
/// \brief Parse the number from a base 10 string representation. | |
explicit Decimal256(const std::string& value); | |
/// \brief Empty constructor creates a Decimal256 with a value of 0. | |
// This is required on some older compilers. | |
constexpr Decimal256() noexcept : BasicDecimal256() {} | |
/// \brief Convert the Decimal256 value to a base 10 decimal string with the given | |
/// scale. | |
std::string ToString(int32_t scale) const; | |
/// \brief Convert the value to an integer string | |
std::string ToIntegerString() const; | |
/// \brief Convert a decimal string to a Decimal256 value, optionally including | |
/// precision and scale if they're passed in and not null. | |
static Status FromString(std::string_view s, Decimal256* out, int32_t* precision, | |
int32_t* scale = NULLPTR); | |
static Status FromString(const std::string& s, Decimal256* out, int32_t* precision, | |
int32_t* scale = NULLPTR); | |
static Status FromString(const char* s, Decimal256* out, int32_t* precision, | |
int32_t* scale = NULLPTR); | |
static Result<Decimal256> FromString(std::string_view s); | |
static Result<Decimal256> FromString(const std::string& s); | |
static Result<Decimal256> FromString(const char* s); | |
/// \brief Convert Decimal256 from one scale to another | |
Result<Decimal256> Rescale(int32_t original_scale, int32_t new_scale) const { | |
Decimal256 out; | |
auto dstatus = BasicDecimal256::Rescale(original_scale, new_scale, &out); | |
ARROW_RETURN_NOT_OK(ToArrowStatus(dstatus)); | |
return std::move(out); | |
} | |
/// Divide this number by right and return the result. | |
/// | |
/// This operation is not destructive. | |
/// The answer rounds to zero. Signs work like: | |
/// 21 / 5 -> 4, 1 | |
/// -21 / 5 -> -4, -1 | |
/// 21 / -5 -> -4, 1 | |
/// -21 / -5 -> 4, -1 | |
/// \param[in] divisor the number to divide by | |
/// \return the pair of the quotient and the remainder | |
Result<std::pair<Decimal256, Decimal256>> Divide(const Decimal256& divisor) const { | |
std::pair<Decimal256, Decimal256> result; | |
auto dstatus = BasicDecimal256::Divide(divisor, &result.first, &result.second); | |
ARROW_RETURN_NOT_OK(ToArrowStatus(dstatus)); | |
return std::move(result); | |
} | |
/// \brief Convert from a big-endian byte representation. The length must be | |
/// between 1 and 32. | |
/// \return error status if the length is an invalid value | |
static Result<Decimal256> FromBigEndian(const uint8_t* data, int32_t length); | |
static Result<Decimal256> FromReal(double real, int32_t precision, int32_t scale); | |
static Result<Decimal256> FromReal(float real, int32_t precision, int32_t scale); | |
/// \brief Convert to a floating-point number (scaled). | |
/// May return infinity in case of overflow. | |
float ToFloat(int32_t scale) const; | |
/// \brief Convert to a floating-point number (scaled) | |
double ToDouble(int32_t scale) const; | |
/// \brief Convert to a floating-point number (scaled) | |
template <typename T, typename = std::enable_if_t<std::is_floating_point_v<T>>> | |
T ToReal(int32_t scale) const { | |
static_assert(std::is_same_v<T, float> || std::is_same_v<T, double>, | |
"Unexpected floating-point type"); | |
if constexpr (std::is_same_v<T, float>) { | |
return ToFloat(scale); | |
} else { | |
return ToDouble(scale); | |
} | |
} | |
ARROW_FRIEND_EXPORT friend std::ostream& operator<<(std::ostream& os, | |
const Decimal256& decimal); | |
private: | |
/// Converts internal error code to Status | |
Status ToArrowStatus(DecimalStatus dstatus) const; | |
}; | |
/// For an integer type, return the max number of decimal digits | |
/// (=minimal decimal precision) it can represent. | |
inline Result<int32_t> MaxDecimalDigitsForInteger(Type::type type_id) { | |
switch (type_id) { | |
case Type::INT8: | |
case Type::UINT8: | |
return 3; | |
case Type::INT16: | |
case Type::UINT16: | |
return 5; | |
case Type::INT32: | |
case Type::UINT32: | |
return 10; | |
case Type::INT64: | |
return 19; | |
case Type::UINT64: | |
return 20; | |
default: | |
break; | |
} | |
return Status::Invalid("Not an integer type: ", type_id); | |
} | |
} // namespace arrow | |