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pyarrow
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arrow
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/usr/local/lib64/python3.6/site-packages/pyarrow/include/arrow
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/usr/local/lib64/python3.6/site-packages/pyarrow/include/arrow/type_fwd.h
(18243B)
// 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 <limits> #include <memory> #include <string> #include <vector> #include "arrow/util/macros.h" #include "arrow/util/visibility.h" namespace arrow { template <typename T> class Iterator; template <typename T> struct IterationTraits; template <typename T> class Result; class Status; namespace internal { struct Empty; } // namespace internal template <typename T = internal::Empty> class Future; namespace util { class Codec; } // namespace util class Buffer; class Device; class MemoryManager; class MemoryPool; class MutableBuffer; class ResizableBuffer; using BufferVector = std::vector<std::shared_ptr<Buffer>>; class DataType; class Field; class FieldRef; class KeyValueMetadata; enum class Endianness; class Schema; using DataTypeVector = std::vector<std::shared_ptr<DataType>>; using FieldVector = std::vector<std::shared_ptr<Field>>; class Array; struct ArrayData; class ArrayBuilder; struct Scalar; using ArrayDataVector = std::vector<std::shared_ptr<ArrayData>>; using ArrayVector = std::vector<std::shared_ptr<Array>>; using ScalarVector = std::vector<std::shared_ptr<Scalar>>; class ChunkedArray; class RecordBatch; class RecordBatchReader; class Table; struct Datum; struct ValueDescr; using ChunkedArrayVector = std::vector<std::shared_ptr<ChunkedArray>>; using RecordBatchVector = std::vector<std::shared_ptr<RecordBatch>>; using RecordBatchIterator = Iterator<std::shared_ptr<RecordBatch>>; class DictionaryType; class DictionaryArray; struct DictionaryScalar; class NullType; class NullArray; class NullBuilder; struct NullScalar; class FixedWidthType; class BooleanType; class BooleanArray; class BooleanBuilder; struct BooleanScalar; class BinaryType; class BinaryArray; class BinaryBuilder; struct BinaryScalar; class LargeBinaryType; class LargeBinaryArray; class LargeBinaryBuilder; struct LargeBinaryScalar; class FixedSizeBinaryType; class FixedSizeBinaryArray; class FixedSizeBinaryBuilder; struct FixedSizeBinaryScalar; class StringType; class StringArray; class StringBuilder; struct StringScalar; class LargeStringType; class LargeStringArray; class LargeStringBuilder; struct LargeStringScalar; class ListType; class ListArray; class ListBuilder; struct ListScalar; class LargeListType; class LargeListArray; class LargeListBuilder; struct LargeListScalar; class MapType; class MapArray; class MapBuilder; struct MapScalar; class FixedSizeListType; class FixedSizeListArray; class FixedSizeListBuilder; struct FixedSizeListScalar; class StructType; class StructArray; class StructBuilder; struct StructScalar; class Decimal128; class Decimal256; class DecimalType; class Decimal128Type; class Decimal256Type; class Decimal128Array; class Decimal256Array; class Decimal128Builder; class Decimal256Builder; struct Decimal128Scalar; struct Decimal256Scalar; struct UnionMode { enum type { SPARSE, DENSE }; }; class SparseUnionType; class SparseUnionArray; class SparseUnionBuilder; struct SparseUnionScalar; class DenseUnionType; class DenseUnionArray; class DenseUnionBuilder; struct DenseUnionScalar; template <typename TypeClass> class NumericArray; template <typename TypeClass> class NumericBuilder; template <typename TypeClass> class NumericTensor; #define _NUMERIC_TYPE_DECL(KLASS) \ class KLASS##Type; \ using KLASS##Array = NumericArray<KLASS##Type>; \ using KLASS##Builder = NumericBuilder<KLASS##Type>; \ struct KLASS##Scalar; \ using KLASS##Tensor = NumericTensor<KLASS##Type>; _NUMERIC_TYPE_DECL(Int8) _NUMERIC_TYPE_DECL(Int16) _NUMERIC_TYPE_DECL(Int32) _NUMERIC_TYPE_DECL(Int64) _NUMERIC_TYPE_DECL(UInt8) _NUMERIC_TYPE_DECL(UInt16) _NUMERIC_TYPE_DECL(UInt32) _NUMERIC_TYPE_DECL(UInt64) _NUMERIC_TYPE_DECL(HalfFloat) _NUMERIC_TYPE_DECL(Float) _NUMERIC_TYPE_DECL(Double) #undef _NUMERIC_TYPE_DECL enum class DateUnit : char { DAY = 0, MILLI = 1 }; class DateType; class Date32Type; using Date32Array = NumericArray<Date32Type>; using Date32Builder = NumericBuilder<Date32Type>; struct Date32Scalar; class Date64Type; using Date64Array = NumericArray<Date64Type>; using Date64Builder = NumericBuilder<Date64Type>; struct Date64Scalar; struct ARROW_EXPORT TimeUnit { /// The unit for a time or timestamp DataType enum type { SECOND = 0, MILLI = 1, MICRO = 2, NANO = 3 }; /// Iterate over all valid time units static const std::vector<TimeUnit::type>& values(); }; class TimeType; class Time32Type; using Time32Array = NumericArray<Time32Type>; using Time32Builder = NumericBuilder<Time32Type>; struct Time32Scalar; class Time64Type; using Time64Array = NumericArray<Time64Type>; using Time64Builder = NumericBuilder<Time64Type>; struct Time64Scalar; class TimestampType; using TimestampArray = NumericArray<TimestampType>; using TimestampBuilder = NumericBuilder<TimestampType>; struct TimestampScalar; class MonthIntervalType; using MonthIntervalArray = NumericArray<MonthIntervalType>; using MonthIntervalBuilder = NumericBuilder<MonthIntervalType>; struct MonthIntervalScalar; class DayTimeIntervalType; class DayTimeIntervalArray; class DayTimeIntervalBuilder; struct DayTimeIntervalScalar; class MonthDayNanoIntervalType; class MonthDayNanoIntervalArray; class MonthDayNanoIntervalBuilder; struct MonthDayNanoIntervalScalar; class DurationType; using DurationArray = NumericArray<DurationType>; using DurationBuilder = NumericBuilder<DurationType>; struct DurationScalar; class ExtensionType; class ExtensionArray; struct ExtensionScalar; class Tensor; class SparseTensor; // ---------------------------------------------------------------------- struct Type { /// \brief Main data type enumeration /// /// This enumeration provides a quick way to interrogate the category /// of a DataType instance. enum type { /// A NULL type having no physical storage NA = 0, /// Boolean as 1 bit, LSB bit-packed ordering BOOL, /// Unsigned 8-bit little-endian integer UINT8, /// Signed 8-bit little-endian integer INT8, /// Unsigned 16-bit little-endian integer UINT16, /// Signed 16-bit little-endian integer INT16, /// Unsigned 32-bit little-endian integer UINT32, /// Signed 32-bit little-endian integer INT32, /// Unsigned 64-bit little-endian integer UINT64, /// Signed 64-bit little-endian integer INT64, /// 2-byte floating point value HALF_FLOAT, /// 4-byte floating point value FLOAT, /// 8-byte floating point value DOUBLE, /// UTF8 variable-length string as List<Char> STRING, /// Variable-length bytes (no guarantee of UTF8-ness) BINARY, /// Fixed-size binary. Each value occupies the same number of bytes FIXED_SIZE_BINARY, /// int32_t days since the UNIX epoch DATE32, /// int64_t milliseconds since the UNIX epoch DATE64, /// Exact timestamp encoded with int64 since UNIX epoch /// Default unit millisecond TIMESTAMP, /// Time as signed 32-bit integer, representing either seconds or /// milliseconds since midnight TIME32, /// Time as signed 64-bit integer, representing either microseconds or /// nanoseconds since midnight TIME64, /// YEAR_MONTH interval in SQL style INTERVAL_MONTHS, /// DAY_TIME interval in SQL style INTERVAL_DAY_TIME, /// Precision- and scale-based decimal type with 128 bits. DECIMAL128, /// Defined for backward-compatibility. DECIMAL = DECIMAL128, /// Precision- and scale-based decimal type with 256 bits. DECIMAL256, /// A list of some logical data type LIST, /// Struct of logical types STRUCT, /// Sparse unions of logical types SPARSE_UNION, /// Dense unions of logical types DENSE_UNION, /// Dictionary-encoded type, also called "categorical" or "factor" /// in other programming languages. Holds the dictionary value /// type but not the dictionary itself, which is part of the /// ArrayData struct DICTIONARY, /// Map, a repeated struct logical type MAP, /// Custom data type, implemented by user EXTENSION, /// Fixed size list of some logical type FIXED_SIZE_LIST, /// Measure of elapsed time in either seconds, milliseconds, microseconds /// or nanoseconds. DURATION, /// Like STRING, but with 64-bit offsets LARGE_STRING, /// Like BINARY, but with 64-bit offsets LARGE_BINARY, /// Like LIST, but with 64-bit offsets LARGE_LIST, /// Calendar interval type with three fields. INTERVAL_MONTH_DAY_NANO, // Leave this at the end MAX_ID }; }; /// \defgroup type-factories Factory functions for creating data types /// /// Factory functions for creating data types /// @{ /// \brief Return a NullType instance std::shared_ptr<DataType> ARROW_EXPORT null(); /// \brief Return a BooleanType instance std::shared_ptr<DataType> ARROW_EXPORT boolean(); /// \brief Return a Int8Type instance std::shared_ptr<DataType> ARROW_EXPORT int8(); /// \brief Return a Int16Type instance std::shared_ptr<DataType> ARROW_EXPORT int16(); /// \brief Return a Int32Type instance std::shared_ptr<DataType> ARROW_EXPORT int32(); /// \brief Return a Int64Type instance std::shared_ptr<DataType> ARROW_EXPORT int64(); /// \brief Return a UInt8Type instance std::shared_ptr<DataType> ARROW_EXPORT uint8(); /// \brief Return a UInt16Type instance std::shared_ptr<DataType> ARROW_EXPORT uint16(); /// \brief Return a UInt32Type instance std::shared_ptr<DataType> ARROW_EXPORT uint32(); /// \brief Return a UInt64Type instance std::shared_ptr<DataType> ARROW_EXPORT uint64(); /// \brief Return a HalfFloatType instance std::shared_ptr<DataType> ARROW_EXPORT float16(); /// \brief Return a FloatType instance std::shared_ptr<DataType> ARROW_EXPORT float32(); /// \brief Return a DoubleType instance std::shared_ptr<DataType> ARROW_EXPORT float64(); /// \brief Return a StringType instance std::shared_ptr<DataType> ARROW_EXPORT utf8(); /// \brief Return a LargeStringType instance std::shared_ptr<DataType> ARROW_EXPORT large_utf8(); /// \brief Return a BinaryType instance std::shared_ptr<DataType> ARROW_EXPORT binary(); /// \brief Return a LargeBinaryType instance std::shared_ptr<DataType> ARROW_EXPORT large_binary(); /// \brief Return a Date32Type instance std::shared_ptr<DataType> ARROW_EXPORT date32(); /// \brief Return a Date64Type instance std::shared_ptr<DataType> ARROW_EXPORT date64(); /// \brief Create a FixedSizeBinaryType instance. ARROW_EXPORT std::shared_ptr<DataType> fixed_size_binary(int32_t byte_width); /// \brief Create a DecimalType instance depending on the precision /// /// If the precision is greater than 38, a Decimal256Type is returned, /// otherwise a Decimal128Type. ARROW_EXPORT std::shared_ptr<DataType> decimal(int32_t precision, int32_t scale); /// \brief Create a Decimal128Type instance ARROW_EXPORT std::shared_ptr<DataType> decimal128(int32_t precision, int32_t scale); /// \brief Create a Decimal256Type instance ARROW_EXPORT std::shared_ptr<DataType> decimal256(int32_t precision, int32_t scale); /// \brief Create a ListType instance from its child Field type ARROW_EXPORT std::shared_ptr<DataType> list(const std::shared_ptr<Field>& value_type); /// \brief Create a ListType instance from its child DataType ARROW_EXPORT std::shared_ptr<DataType> list(const std::shared_ptr<DataType>& value_type); /// \brief Create a LargeListType instance from its child Field type ARROW_EXPORT std::shared_ptr<DataType> large_list(const std::shared_ptr<Field>& value_type); /// \brief Create a LargeListType instance from its child DataType ARROW_EXPORT std::shared_ptr<DataType> large_list(const std::shared_ptr<DataType>& value_type); /// \brief Create a MapType instance from its key and value DataTypes ARROW_EXPORT std::shared_ptr<DataType> map(std::shared_ptr<DataType> key_type, std::shared_ptr<DataType> item_type, bool keys_sorted = false); /// \brief Create a MapType instance from its key DataType and value field. /// /// The field override is provided to communicate nullability of the value. ARROW_EXPORT std::shared_ptr<DataType> map(std::shared_ptr<DataType> key_type, std::shared_ptr<Field> item_field, bool keys_sorted = false); /// \brief Create a FixedSizeListType instance from its child Field type ARROW_EXPORT std::shared_ptr<DataType> fixed_size_list(const std::shared_ptr<Field>& value_type, int32_t list_size); /// \brief Create a FixedSizeListType instance from its child DataType ARROW_EXPORT std::shared_ptr<DataType> fixed_size_list(const std::shared_ptr<DataType>& value_type, int32_t list_size); /// \brief Return a Duration instance (naming use _type to avoid namespace conflict with /// built in time classes). std::shared_ptr<DataType> ARROW_EXPORT duration(TimeUnit::type unit); /// \brief Return a DayTimeIntervalType instance std::shared_ptr<DataType> ARROW_EXPORT day_time_interval(); /// \brief Return a MonthIntervalType instance std::shared_ptr<DataType> ARROW_EXPORT month_interval(); /// \brief Return a MonthDayNanoIntervalType instance std::shared_ptr<DataType> ARROW_EXPORT month_day_nano_interval(); /// \brief Create a TimestampType instance from its unit ARROW_EXPORT std::shared_ptr<DataType> timestamp(TimeUnit::type unit); /// \brief Create a TimestampType instance from its unit and timezone ARROW_EXPORT std::shared_ptr<DataType> timestamp(TimeUnit::type unit, const std::string& timezone); /// \brief Create a 32-bit time type instance /// /// Unit can be either SECOND or MILLI std::shared_ptr<DataType> ARROW_EXPORT time32(TimeUnit::type unit); /// \brief Create a 64-bit time type instance /// /// Unit can be either MICRO or NANO std::shared_ptr<DataType> ARROW_EXPORT time64(TimeUnit::type unit); /// \brief Create a StructType instance std::shared_ptr<DataType> ARROW_EXPORT struct_(const std::vector<std::shared_ptr<Field>>& fields); /// \brief Create a SparseUnionType instance std::shared_ptr<DataType> ARROW_EXPORT sparse_union(FieldVector child_fields, std::vector<int8_t> type_codes = {}); /// \brief Create a SparseUnionType instance std::shared_ptr<DataType> ARROW_EXPORT sparse_union(const ArrayVector& children, std::vector<std::string> field_names = {}, std::vector<int8_t> type_codes = {}); /// \brief Create a DenseUnionType instance std::shared_ptr<DataType> ARROW_EXPORT dense_union(FieldVector child_fields, std::vector<int8_t> type_codes = {}); /// \brief Create a DenseUnionType instance std::shared_ptr<DataType> ARROW_EXPORT dense_union(const ArrayVector& children, std::vector<std::string> field_names = {}, std::vector<int8_t> type_codes = {}); /// \brief Create a DictionaryType instance /// \param[in] index_type the type of the dictionary indices (must be /// a signed integer) /// \param[in] dict_type the type of the values in the variable dictionary /// \param[in] ordered true if the order of the dictionary values has /// semantic meaning and should be preserved where possible ARROW_EXPORT std::shared_ptr<DataType> dictionary(const std::shared_ptr<DataType>& index_type, const std::shared_ptr<DataType>& dict_type, bool ordered = false); /// @} /// \defgroup schema-factories Factory functions for fields and schemas /// /// Factory functions for fields and schemas /// @{ /// \brief Create a Field instance /// /// \param name the field name /// \param type the field value type /// \param nullable whether the values are nullable, default true /// \param metadata any custom key-value metadata, default null std::shared_ptr<Field> ARROW_EXPORT field(std::string name, std::shared_ptr<DataType> type, bool nullable = true, std::shared_ptr<const KeyValueMetadata> metadata = NULLPTR); /// \brief Create a Field instance with metadata /// /// The field will be assumed to be nullable. /// /// \param name the field name /// \param type the field value type /// \param metadata any custom key-value metadata std::shared_ptr<Field> ARROW_EXPORT field(std::string name, std::shared_ptr<DataType> type, std::shared_ptr<const KeyValueMetadata> metadata); /// \brief Create a Schema instance /// /// \param fields the schema's fields /// \param metadata any custom key-value metadata, default null /// \return schema shared_ptr to Schema ARROW_EXPORT std::shared_ptr<Schema> schema( std::vector<std::shared_ptr<Field>> fields, std::shared_ptr<const KeyValueMetadata> metadata = NULLPTR); /// \brief Create a Schema instance /// /// \param fields the schema's fields /// \param endianness the endianness of the data /// \param metadata any custom key-value metadata, default null /// \return schema shared_ptr to Schema ARROW_EXPORT std::shared_ptr<Schema> schema( std::vector<std::shared_ptr<Field>> fields, Endianness endianness, std::shared_ptr<const KeyValueMetadata> metadata = NULLPTR); /// @} /// Return the process-wide default memory pool. ARROW_EXPORT MemoryPool* default_memory_pool(); } // namespace arrow
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