peacock-data-public-datasets-idc-llm_eval
/
llmeval-env
/lib
/python3.10
/site-packages
/dataproperty
/_converter.py
""" | |
.. codeauthor:: Tsuyoshi Hombashi <[email protected]> | |
""" | |
import re | |
from typing import Any, Dict, Optional | |
from typepy import Typecode, TypeConversionError | |
from ._common import MAX_STRICT_LEVEL_MAP, DefaultValue | |
from ._dataproperty import DataProperty | |
from ._preprocessor import Preprocessor | |
from .typing import DateTimeFormatter, FloatType, StrictLevelMap, TypeValueMap | |
class DataPropertyConverter: | |
__RE_QUOTE_LINE = re.compile(r"^\s*[\"'].*[\"']\s*$") # noqa: w605 | |
__RE_QUOTE_CHAR = re.compile("[\"']") | |
def __init__( | |
self, | |
preprocessor: Preprocessor, | |
datetime_format_str: str, | |
datetime_formatter: Optional[DateTimeFormatter] = None, | |
type_value_map: Optional[TypeValueMap] = None, | |
quoting_flags: Optional[Dict[Typecode, bool]] = None, | |
float_type: Optional[FloatType] = None, | |
strict_level_map: Optional[StrictLevelMap] = None, | |
) -> None: | |
self.__preprocessor = preprocessor | |
self.__type_value_map: TypeValueMap = ( | |
type_value_map if type_value_map else DefaultValue.TYPE_VALUE_MAP | |
) | |
self.__quoting_flags: Dict[Typecode, bool] = ( | |
quoting_flags if quoting_flags else DefaultValue.QUOTING_FLAGS | |
) | |
self.__datetime_formatter = datetime_formatter | |
self.__datetime_format_str = datetime_format_str | |
self.__float_type = float_type | |
self.__strict_level_map = strict_level_map | |
def convert(self, dp_value: DataProperty) -> DataProperty: | |
try: | |
return self.__create_dataproperty(self.__convert_value(dp_value)) | |
except TypeConversionError: | |
pass | |
if not self.__quoting_flags.get(dp_value.typecode): | |
if self.__preprocessor.is_escape_html_tag: | |
return self.__create_dataproperty(dp_value.to_str()) | |
return dp_value | |
return self.__create_dataproperty(self.__apply_quote(dp_value.typecode, dp_value.to_str())) | |
def __create_dataproperty(self, value: Any) -> DataProperty: | |
return DataProperty( | |
value, | |
preprocessor=self.__preprocessor, | |
float_type=self.__float_type, | |
datetime_format_str=self.__datetime_format_str, | |
strict_level_map=MAX_STRICT_LEVEL_MAP, | |
) | |
def __apply_quote(self, typecode: Typecode, data: Any) -> Any: | |
if not self.__quoting_flags.get(typecode): | |
return data | |
try: | |
if self.__RE_QUOTE_LINE.search(data): | |
return data | |
except TypeError: | |
return data | |
return '"{}"'.format(self.__RE_QUOTE_CHAR.sub('\\"', data.replace("\\", "\\\\"))) | |
def __convert_value(self, dp_value: DataProperty) -> Any: | |
if dp_value.typecode in self.__type_value_map: | |
return self.__apply_quote(dp_value.typecode, self.__type_value_map[dp_value.typecode]) | |
if dp_value.typecode == Typecode.DATETIME and self.__datetime_formatter: | |
try: | |
return self.__apply_quote( | |
dp_value.typecode, self.__datetime_formatter(dp_value.data) | |
) | |
except TypeError: | |
raise TypeConversionError | |
raise TypeConversionError("no need to convert") | |