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Create instance of 64-bit time (time of day) type with unit resolution.
timestamp
(unit[, tz])
Create instance of timestamp type with resolution and optional time zone.
date32
()
Create instance of 32-bit date (days since UNIX epoch 1970-01-01).
date64
()
Create instance of 64-bit date (milliseconds since UNIX epoch 1970-01-01).
duration
(unit)
Create instance of a duration type with unit resolution.
Create instance of an interval type representing months, days and nanoseconds between two dates.
binary
(int length=-1)
Create variable-length or fixed size binary type.
string
()
Create UTF8 variable-length string type.
utf8
()
Alias for string().
large_binary
()
Create large variable-length binary type.
large_string
()
Create large UTF8 variable-length string type.
large_utf8
()
Alias for large_string().
binary_view
()
Create a variable-length binary view type.
string_view
()
Create UTF8 variable-length string view type.
decimal128
(int precision, int scale=0)
Create decimal type with precision and scale and 128-bit width.
decimal256
(int precision, int scale=0)
Create decimal type with precision and scale and 256-bit width.
list_
(value_type, int list_size=-1)
Create ListType instance from child data type or field.
large_list
(value_type)
Create LargeListType instance from child data type or field.
list_view
(value_type)
Create ListViewType instance from child data type or field.
large_list_view
(value_type)
Create LargeListViewType instance from child data type or field.
map_
(key_type, item_type[, keys_sorted])
Create MapType instance from key and item data types or fields.
struct
(fields)
Create StructType instance from fields.
dictionary
(index_type, value_type, ...)
Dictionary (categorical, or simply encoded) type.
run_end_encoded
(run_end_type, value_type)
Create RunEndEncodedType from run-end and value types.
fixed_shape_tensor
(DataType value_type, shape)
Create instance of fixed shape tensor extension type with shape and optional names of tensor dimensions and indices of the desired logical ordering of dimensions.
opaque
(DataType storage_type, ...)
Create instance of opaque extension type.
field
(name[, type, nullable, metadata])
Create a pyarrow.Field instance.
schema
(fields[, metadata])
Construct pyarrow.Schema from collection of fields.
from_numpy_dtype
(dtype)
Convert NumPy dtype to pyarrow.DataType.
Do not instantiate these classes directly. Instead, call one of the factory functions above.
DataType
()
Base class of all Arrow data types.
Concrete class for dictionary data types.
Concrete class for list data types.
Concrete class for large list data types (like ListType, but with 64-bit offsets).
Concrete class for map data types.
Concrete class for struct data types.
Base class for union data types.
Concrete class for timestamp data types.
Concrete class for time32 data types.
Concrete class for time64 data types.
Concrete class for fixed-size binary data types.
Concrete class for decimal128 data types.
Concrete class for decimal256 data types.
Field
()
A named field, with a data type, nullability, and optional metadata.
Schema
()
A named collection of types a.k.a schema.
Concrete class for run-end encoded types.
ExtensionType
(DataType storage_type, ...)
Concrete base class for Python-defined extension types.
PyExtensionType
(DataType storage_type)
Concrete base class for Python-defined extension types based on pickle for (de)serialization.
register_extension_type
(ext_type)
Register a Python extension type.
unregister_extension_type
(type_name)
Unregister a Python extension type.
These functions are predicates to check whether a
DataType
instance
represents a given data type (such as
int32
) or general category
(such as “is a signed integer”).
is_boolean
(t)
Return True if value is an instance of type: boolean.
is_integer
(t)
Return True if value is an instance of type: any integer.
Return True if value is an instance of type: signed integer.
Return True if value is an instance of type: unsigned integer.
is_int8
(t)
Return True if value is an instance of type: int8.
is_int16
(t)
Return True if value is an instance of type: int16.
is_int32
(t)
Return True if value is an instance of type: int32.
is_int64
(t)
Return True if value is an instance of type: int64.
is_uint8
(t)
Return True if value is an instance of type: uint8.
is_uint16
(t)
Return True if value is an instance of type: uint16.
is_uint32
(t)
Return True if value is an instance of type: uint32.
is_uint64
(t)
Return True if value is an instance of type: uint64.
is_floating
(t)
Return True if value is an instance of type: floating point numeric.
is_float16
(t)
Return True if value is an instance of type: float16 (half-precision).
is_float32
(t)
Return True if value is an instance of type: float32 (single precision).
is_float64
(t)
Return True if value is an instance of type: float64 (double precision).
is_decimal
(t)
Return True if value is an instance of type: decimal.
is_decimal128
(t)
Return True if value is an instance of type: decimal128.
is_decimal256
(t)
Return True if value is an instance of type: decimal256.
is_list
(t)
Return True if value is an instance of type: list.
is_large_list
(t)
Return True if value is an instance of type: large list.
Return True if value is an instance of type: fixed size list.
is_list_view
(t)
Return True if value is an instance of type: list view.
Return True if value is an instance of type: large list view.
is_struct
(t)
Return True if value is an instance of type: struct.
is_union
(t)
Return True if value is an instance of type: union.
is_nested
(t)
Return True if value is an instance of type: nested type.
Return True if value is an instance of type: run-end encoded.
is_temporal
(t)
Return True if value is an instance of type: date, time, timestamp or duration.
is_timestamp
(t)
Return True if value is an instance of type: timestamp.
is_date
(t)
Return True if value is an instance of type: date.
is_date32
(t)
Return True if value is an instance of type: date32 (days).
is_date64
(t)
Return True if value is an instance of type: date64 (milliseconds).
is_time
(t)
Return True if value is an instance of type: time.
is_time32
(t)
Return True if value is an instance of type: time32.
is_time64
(t)
Return True if value is an instance of type: time64.
is_duration
(t)
Return True if value is an instance of type: duration.
is_interval
(t)
Return True if value is an instance of type: interval.
is_null
(t)
Return True if value is an instance of type: null.
is_binary
(t)
Return True if value is an instance of type: variable-length binary.
is_unicode
(t)
Alias for is_string.
is_string
(t)
Return True if value is an instance of type: string (utf8 unicode).
is_large_binary
(t)
Return True if value is an instance of type: large variable-length binary.
is_large_unicode
(t)
Alias for is_large_string.
is_large_string
(t)
Return True if value is an instance of type: large string (utf8 unicode).
is_binary_view
(t)
Return True if value is an instance of type: variable-length binary view.
is_string_view
(t)
Return True if value is an instance of type: variable-length string (utf-8) view.
Return True if value is an instance of type: fixed size binary.
is_map
(t)
Return True if value is an instance of type: map.
is_dictionary
(t)
Return True if value is an instance of type: dictionary-encoded.
is_primitive
(t)
Return True if value is an instance of type: primitive type.
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安静的领结 · JSON序列化-System.Text.Json 2 天前 |
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