peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/dataproperty
/_dataproperty.py
""" | |
.. codeauthor:: Tsuyoshi Hombashi <[email protected]> | |
""" | |
import typing | |
from decimal import Decimal | |
from typing import Any, Optional, cast | |
import typepy | |
from mbstrdecoder import MultiByteStrDecoder | |
from typepy import ( | |
Bool, | |
DateTime, | |
Dictionary, | |
Infinity, | |
Integer, | |
IpAddress, | |
Nan, | |
NoneType, | |
NullString, | |
RealNumber, | |
StrictLevel, | |
String, | |
Typecode, | |
TypeConversionError, | |
) | |
from typepy.type import AbstractType | |
from ._align import Align | |
from ._align_getter import align_getter | |
from ._base import DataPeropertyBase | |
from ._common import DefaultValue | |
from ._function import calc_ascii_char_width, get_number_of_digit | |
from ._preprocessor import Preprocessor | |
from .typing import FloatType, StrictLevelMap, TypeHint | |
class DataProperty(DataPeropertyBase): | |
__slots__ = ( | |
"__data", | |
"__no_ansi_escape_data", | |
"__align", | |
"__integer_digits", | |
"__additional_format_len", | |
"__length", | |
"__ascii_char_width", | |
) | |
__type_class_list: typing.List[AbstractType] = [ | |
NoneType, | |
Integer, | |
Infinity, | |
Nan, | |
IpAddress, | |
RealNumber, | |
Bool, | |
typepy.List, | |
Dictionary, | |
DateTime, | |
NullString, | |
String, | |
] | |
def __init__( | |
self, | |
data: Any, | |
preprocessor: Optional[Preprocessor] = None, | |
type_hint: TypeHint = None, | |
float_type: Optional[FloatType] = None, | |
format_flags: Optional[int] = None, | |
datetime_format_str: str = DefaultValue.DATETIME_FORMAT, | |
strict_level_map: Optional[StrictLevelMap] = None, | |
east_asian_ambiguous_width: int = 1, | |
) -> None: | |
super().__init__( | |
format_flags=format_flags, | |
is_formatting_float=True, | |
datetime_format_str=datetime_format_str, | |
east_asian_ambiguous_width=east_asian_ambiguous_width, | |
) | |
self.__additional_format_len: Optional[int] = None | |
self.__align: Optional[Align] = None | |
self.__ascii_char_width: Optional[int] = None | |
self.__integer_digits: Optional[int] = None | |
self.__length: Optional[int] = None | |
if preprocessor is None: | |
preprocessor = Preprocessor() | |
data, no_ansi_escape_data = preprocessor.preprocess(data) | |
self.__set_data(data, type_hint, float_type, strict_level_map) | |
if no_ansi_escape_data is None or len(data) == len(no_ansi_escape_data): | |
self.__no_ansi_escape_data: Optional[DataProperty] = None | |
else: | |
self.__no_ansi_escape_data = DataProperty(no_ansi_escape_data, float_type=float_type) | |
def __eq__(self, other: Any) -> bool: | |
if not isinstance(other, DataProperty): | |
return False | |
if self.typecode != other.typecode: | |
return False | |
if self.typecode == Typecode.NAN: | |
return True | |
return self.data == other.data | |
def __ne__(self, other: Any) -> bool: | |
if not isinstance(other, DataProperty): | |
return True | |
if self.typecode != other.typecode: | |
return True | |
if self.typecode == Typecode.NAN: | |
return False | |
return self.data != other.data | |
def __repr__(self) -> str: | |
element_list = [] | |
if self.typecode == Typecode.DATETIME: | |
element_list.append(f"data={str(self.data):s}") | |
else: | |
try: | |
element_list.append("data=" + self.to_str()) | |
except UnicodeEncodeError: | |
element_list.append(f"data={MultiByteStrDecoder(self.data).unicode_str}") | |
element_list.extend( | |
[ | |
f"type={self.typename:s}", | |
f"align={self.align.align_string}", | |
f"ascii_width={self.ascii_char_width:d}", | |
] | |
) | |
if Integer(self.length).is_type(): | |
element_list.append(f"length={self.length}") | |
if Integer(self.integer_digits).is_type(): | |
element_list.append(f"int_digits={self.integer_digits}") | |
if Integer(self.decimal_places).is_type(): | |
element_list.append(f"decimal_places={self.decimal_places}") | |
if Integer(self.additional_format_len).is_type(): | |
element_list.append(f"extra_len={self.additional_format_len}") | |
return ", ".join(element_list) | |
def align(self) -> Align: | |
if not self.__align: | |
if self.is_include_ansi_escape: | |
assert self.no_ansi_escape_dp | |
self.__align = self.no_ansi_escape_dp.align | |
else: | |
self.__align = align_getter.get_align_from_typecode(self.typecode) | |
assert self.__align | |
return self.__align | |
def decimal_places(self) -> Optional[int]: | |
""" | |
:return: | |
Decimal places if the ``data`` type either ``float`` or | |
``decimal.Decimal``. Returns ``0`` if the ``data`` type is ``int``. | |
Otherwise, returns ``float("nan")``. | |
:rtype: int | |
""" | |
if self._decimal_places is None: | |
self.__set_digit() | |
return self._decimal_places | |
def data(self) -> Any: | |
""" | |
:return: Original data value. | |
:rtype: Original data type. | |
""" | |
return self.__data | |
def is_include_ansi_escape(self) -> bool: | |
if self.no_ansi_escape_dp is None: | |
return False | |
return self.length != self.no_ansi_escape_dp.length | |
def no_ansi_escape_dp(self) -> Optional["DataProperty"]: | |
return self.__no_ansi_escape_data | |
def length(self) -> Optional[int]: | |
""" | |
:return: Length of the ``data``. | |
:rtype: int | |
""" | |
if self.__length is None: | |
self.__length = self.__get_length() | |
return self.__length | |
def ascii_char_width(self) -> int: | |
if self.__ascii_char_width is None: | |
self.__ascii_char_width = self.__calc_ascii_char_width() | |
return self.__ascii_char_width | |
def integer_digits(self) -> Optional[int]: | |
""" | |
:return: | |
Integer digits if the ``data`` type either | |
``int``/``float``/``decimal.Decimal``. | |
Otherwise, returns ``None``. | |
:rtype: int | |
""" | |
if self.__integer_digits is None: | |
self.__set_digit() | |
return self.__integer_digits | |
def additional_format_len(self) -> int: | |
if self.__additional_format_len is None: | |
self.__additional_format_len = self.__get_additional_format_len() | |
return self.__additional_format_len | |
def get_padding_len(self, ascii_char_width: int) -> int: | |
if self.typecode in (Typecode.LIST, Typecode.DICTIONARY): | |
unicode_str_len = DataProperty(MultiByteStrDecoder(str(self.data)).unicode_str).length | |
assert unicode_str_len | |
return max( | |
ascii_char_width - (self.ascii_char_width - unicode_str_len), | |
0, | |
) | |
try: | |
return max(ascii_char_width - (self.ascii_char_width - cast(int, self.length)), 0) | |
except TypeError: | |
return ascii_char_width | |
def to_str(self) -> str: | |
return self.format_str.format(self.data) | |
def __get_additional_format_len(self) -> int: | |
if not RealNumber(self.data, strip_ansi_escape=False).is_type(): | |
return 0 | |
format_len = 0 | |
if Decimal(self.data) < 0: | |
# for minus character | |
format_len += 1 | |
return format_len | |
def __get_base_float_len(self) -> int: | |
assert self.integer_digits is not None | |
assert self.decimal_places is not None | |
if any([self.integer_digits < 0, self.decimal_places < 0]): | |
raise ValueError("integer digits and decimal places must be greater or equals to zero") | |
float_len = self.integer_digits + self.decimal_places | |
if self.decimal_places > 0: | |
# for dot | |
float_len += 1 | |
return float_len | |
def __get_length(self) -> Optional[int]: | |
if self.typecode in (Typecode.DICTIONARY, Typecode.LIST, Typecode.STRING): | |
return len(self.data) | |
return None | |
def __calc_ascii_char_width(self) -> int: | |
if self.typecode == Typecode.INTEGER: | |
return cast(int, self.integer_digits) + self.additional_format_len | |
if self.typecode == Typecode.REAL_NUMBER: | |
return self.__get_base_float_len() + self.additional_format_len | |
if self.typecode == Typecode.DATETIME: | |
try: | |
return len(self.to_str()) | |
except ValueError: | |
# reach to this line if the year <1900. | |
# the datetime strftime() methods require year >= 1900. | |
return len(str(self.data)) | |
if self.is_include_ansi_escape: | |
assert self.no_ansi_escape_dp | |
return self.no_ansi_escape_dp.ascii_char_width | |
try: | |
unicode_str = MultiByteStrDecoder(self.data).unicode_str | |
except ValueError: | |
unicode_str = self.to_str() | |
return calc_ascii_char_width(unicode_str, self._east_asian_ambiguous_width) | |
def __set_data( | |
self, | |
data: Any, | |
type_hint: TypeHint, | |
float_type: Optional[FloatType], | |
strict_level_map: Optional[StrictLevelMap], | |
) -> None: | |
if float_type is None: | |
float_type = DefaultValue.FLOAT_TYPE | |
if strict_level_map is None: | |
strict_level_map = DefaultValue.STRICT_LEVEL_MAP | |
if type_hint: | |
type_obj = type_hint( | |
data, strict_level=StrictLevel.MIN, float_type=float_type, strip_ansi_escape=False | |
) | |
self._typecode = type_obj.typecode | |
self.__data = type_obj.try_convert() | |
if type_hint( | |
self.__data, | |
strict_level=StrictLevel.MAX, | |
float_type=float_type, | |
strip_ansi_escape=False, | |
).is_type(): | |
return | |
for type_class in self.__type_class_list: | |
strict_level = strict_level_map.get( | |
type_class(None).typecode, strict_level_map.get("default", StrictLevel.MAX) | |
) | |
if self.__try_convert_type(data, type_class, strict_level, float_type): | |
return | |
raise TypeConversionError( | |
f"failed to convert: data={data}, strict_level={strict_level_map}" | |
) | |
def __set_digit(self) -> None: | |
integer_digits, decimal_places = get_number_of_digit(self.__data) | |
self.__integer_digits = integer_digits | |
self._decimal_places = decimal_places | |
def __try_convert_type( | |
self, | |
data: Any, | |
type_class: AbstractType, | |
strict_level: int, | |
float_type: Optional[FloatType], | |
) -> bool: | |
type_obj = type_class(data, strict_level, float_type=float_type, strip_ansi_escape=False) | |
try: | |
self.__data = type_obj.convert() | |
except TypeConversionError: | |
return False | |
self._typecode = type_obj.typecode | |
return True | |