peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/dataproperty
/_common.py
""" | |
.. codeauthor:: Tsuyoshi Hombashi <[email protected]> | |
""" | |
import copy | |
import itertools | |
from datetime import datetime | |
from decimal import Decimal | |
from typepy import StrictLevel, Typecode | |
from .typing import StrictLevelMap, TypeValueMap | |
NOT_QUOTING_FLAGS = { | |
Typecode.BOOL: False, | |
Typecode.DATETIME: False, | |
Typecode.DICTIONARY: False, | |
Typecode.INFINITY: False, | |
Typecode.INTEGER: False, | |
Typecode.IP_ADDRESS: False, | |
Typecode.LIST: False, | |
Typecode.NAN: False, | |
Typecode.NULL_STRING: False, | |
Typecode.NONE: False, | |
Typecode.REAL_NUMBER: False, | |
Typecode.STRING: False, | |
} | |
MAX_STRICT_LEVEL_MAP: StrictLevelMap = dict(itertools.product(list(Typecode), [StrictLevel.MAX])) | |
MIN_STRICT_LEVEL_MAP: StrictLevelMap = dict(itertools.product(list(Typecode), [StrictLevel.MIN])) | |
class DefaultValue: | |
DATETIME_FORMAT = "%Y-%m-%dT%H:%M:%S%z" | |
FLOAT_TYPE = Decimal | |
INF_VALUE = FLOAT_TYPE("inf") | |
NAN_VALUE = FLOAT_TYPE("nan") | |
QUOTING_FLAGS = copy.deepcopy(NOT_QUOTING_FLAGS) | |
STRICT_LEVEL_MAP: StrictLevelMap = { | |
"default": StrictLevel.MAX, | |
Typecode.BOOL: StrictLevel.MAX, | |
Typecode.DATETIME: StrictLevel.MAX, | |
Typecode.DICTIONARY: StrictLevel.MAX, | |
Typecode.REAL_NUMBER: 1, | |
Typecode.INFINITY: StrictLevel.MIN, | |
Typecode.INTEGER: 1, | |
Typecode.IP_ADDRESS: StrictLevel.MAX, | |
Typecode.LIST: StrictLevel.MAX, | |
Typecode.NAN: StrictLevel.MIN, | |
Typecode.NONE: StrictLevel.MAX, | |
Typecode.NULL_STRING: StrictLevel.MIN, | |
Typecode.STRING: StrictLevel.MIN, | |
} | |
TYPE_VALUE_MAP: TypeValueMap = { | |
Typecode.NONE: None, | |
Typecode.INFINITY: INF_VALUE, | |
Typecode.NAN: NAN_VALUE, | |
} | |
MAX_WORKERS = 1 | |
MAX_PRECISION = 100 | |
def default_datetime_formatter(value: datetime) -> str: | |
return value.strftime(DefaultValue.DATETIME_FORMAT) | |