peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pydantic
/v1
/datetime_parse.py
""" | |
Functions to parse datetime objects. | |
We're using regular expressions rather than time.strptime because: | |
- They provide both validation and parsing. | |
- They're more flexible for datetimes. | |
- The date/datetime/time constructors produce friendlier error messages. | |
Stolen from https://raw.githubusercontent.com/django/django/main/django/utils/dateparse.py at | |
9718fa2e8abe430c3526a9278dd976443d4ae3c6 | |
Changed to: | |
* use standard python datetime types not django.utils.timezone | |
* raise ValueError when regex doesn't match rather than returning None | |
* support parsing unix timestamps for dates and datetimes | |
""" | |
import re | |
from datetime import date, datetime, time, timedelta, timezone | |
from typing import Dict, Optional, Type, Union | |
from . import errors | |
date_expr = r'(?P<year>\d{4})-(?P<month>\d{1,2})-(?P<day>\d{1,2})' | |
time_expr = ( | |
r'(?P<hour>\d{1,2}):(?P<minute>\d{1,2})' | |
r'(?::(?P<second>\d{1,2})(?:\.(?P<microsecond>\d{1,6})\d{0,6})?)?' | |
r'(?P<tzinfo>Z|[+-]\d{2}(?::?\d{2})?)?$' | |
) | |
date_re = re.compile(f'{date_expr}$') | |
time_re = re.compile(time_expr) | |
datetime_re = re.compile(f'{date_expr}[T ]{time_expr}') | |
standard_duration_re = re.compile( | |
r'^' | |
r'(?:(?P<days>-?\d+) (days?, )?)?' | |
r'((?:(?P<hours>-?\d+):)(?=\d+:\d+))?' | |
r'(?:(?P<minutes>-?\d+):)?' | |
r'(?P<seconds>-?\d+)' | |
r'(?:\.(?P<microseconds>\d{1,6})\d{0,6})?' | |
r'$' | |
) | |
# Support the sections of ISO 8601 date representation that are accepted by timedelta | |
iso8601_duration_re = re.compile( | |
r'^(?P<sign>[-+]?)' | |
r'P' | |
r'(?:(?P<days>\d+(.\d+)?)D)?' | |
r'(?:T' | |
r'(?:(?P<hours>\d+(.\d+)?)H)?' | |
r'(?:(?P<minutes>\d+(.\d+)?)M)?' | |
r'(?:(?P<seconds>\d+(.\d+)?)S)?' | |
r')?' | |
r'$' | |
) | |
EPOCH = datetime(1970, 1, 1) | |
# if greater than this, the number is in ms, if less than or equal it's in seconds | |
# (in seconds this is 11th October 2603, in ms it's 20th August 1970) | |
MS_WATERSHED = int(2e10) | |
# slightly more than datetime.max in ns - (datetime.max - EPOCH).total_seconds() * 1e9 | |
MAX_NUMBER = int(3e20) | |
StrBytesIntFloat = Union[str, bytes, int, float] | |
def get_numeric(value: StrBytesIntFloat, native_expected_type: str) -> Union[None, int, float]: | |
if isinstance(value, (int, float)): | |
return value | |
try: | |
return float(value) | |
except ValueError: | |
return None | |
except TypeError: | |
raise TypeError(f'invalid type; expected {native_expected_type}, string, bytes, int or float') | |
def from_unix_seconds(seconds: Union[int, float]) -> datetime: | |
if seconds > MAX_NUMBER: | |
return datetime.max | |
elif seconds < -MAX_NUMBER: | |
return datetime.min | |
while abs(seconds) > MS_WATERSHED: | |
seconds /= 1000 | |
dt = EPOCH + timedelta(seconds=seconds) | |
return dt.replace(tzinfo=timezone.utc) | |
def _parse_timezone(value: Optional[str], error: Type[Exception]) -> Union[None, int, timezone]: | |
if value == 'Z': | |
return timezone.utc | |
elif value is not None: | |
offset_mins = int(value[-2:]) if len(value) > 3 else 0 | |
offset = 60 * int(value[1:3]) + offset_mins | |
if value[0] == '-': | |
offset = -offset | |
try: | |
return timezone(timedelta(minutes=offset)) | |
except ValueError: | |
raise error() | |
else: | |
return None | |
def parse_date(value: Union[date, StrBytesIntFloat]) -> date: | |
""" | |
Parse a date/int/float/string and return a datetime.date. | |
Raise ValueError if the input is well formatted but not a valid date. | |
Raise ValueError if the input isn't well formatted. | |
""" | |
if isinstance(value, date): | |
if isinstance(value, datetime): | |
return value.date() | |
else: | |
return value | |
number = get_numeric(value, 'date') | |
if number is not None: | |
return from_unix_seconds(number).date() | |
if isinstance(value, bytes): | |
value = value.decode() | |
match = date_re.match(value) # type: ignore | |
if match is None: | |
raise errors.DateError() | |
kw = {k: int(v) for k, v in match.groupdict().items()} | |
try: | |
return date(**kw) | |
except ValueError: | |
raise errors.DateError() | |
def parse_time(value: Union[time, StrBytesIntFloat]) -> time: | |
""" | |
Parse a time/string and return a datetime.time. | |
Raise ValueError if the input is well formatted but not a valid time. | |
Raise ValueError if the input isn't well formatted, in particular if it contains an offset. | |
""" | |
if isinstance(value, time): | |
return value | |
number = get_numeric(value, 'time') | |
if number is not None: | |
if number >= 86400: | |
# doesn't make sense since the time time loop back around to 0 | |
raise errors.TimeError() | |
return (datetime.min + timedelta(seconds=number)).time() | |
if isinstance(value, bytes): | |
value = value.decode() | |
match = time_re.match(value) # type: ignore | |
if match is None: | |
raise errors.TimeError() | |
kw = match.groupdict() | |
if kw['microsecond']: | |
kw['microsecond'] = kw['microsecond'].ljust(6, '0') | |
tzinfo = _parse_timezone(kw.pop('tzinfo'), errors.TimeError) | |
kw_: Dict[str, Union[None, int, timezone]] = {k: int(v) for k, v in kw.items() if v is not None} | |
kw_['tzinfo'] = tzinfo | |
try: | |
return time(**kw_) # type: ignore | |
except ValueError: | |
raise errors.TimeError() | |
def parse_datetime(value: Union[datetime, StrBytesIntFloat]) -> datetime: | |
""" | |
Parse a datetime/int/float/string and return a datetime.datetime. | |
This function supports time zone offsets. When the input contains one, | |
the output uses a timezone with a fixed offset from UTC. | |
Raise ValueError if the input is well formatted but not a valid datetime. | |
Raise ValueError if the input isn't well formatted. | |
""" | |
if isinstance(value, datetime): | |
return value | |
number = get_numeric(value, 'datetime') | |
if number is not None: | |
return from_unix_seconds(number) | |
if isinstance(value, bytes): | |
value = value.decode() | |
match = datetime_re.match(value) # type: ignore | |
if match is None: | |
raise errors.DateTimeError() | |
kw = match.groupdict() | |
if kw['microsecond']: | |
kw['microsecond'] = kw['microsecond'].ljust(6, '0') | |
tzinfo = _parse_timezone(kw.pop('tzinfo'), errors.DateTimeError) | |
kw_: Dict[str, Union[None, int, timezone]] = {k: int(v) for k, v in kw.items() if v is not None} | |
kw_['tzinfo'] = tzinfo | |
try: | |
return datetime(**kw_) # type: ignore | |
except ValueError: | |
raise errors.DateTimeError() | |
def parse_duration(value: StrBytesIntFloat) -> timedelta: | |
""" | |
Parse a duration int/float/string and return a datetime.timedelta. | |
The preferred format for durations in Django is '%d %H:%M:%S.%f'. | |
Also supports ISO 8601 representation. | |
""" | |
if isinstance(value, timedelta): | |
return value | |
if isinstance(value, (int, float)): | |
# below code requires a string | |
value = f'{value:f}' | |
elif isinstance(value, bytes): | |
value = value.decode() | |
try: | |
match = standard_duration_re.match(value) or iso8601_duration_re.match(value) | |
except TypeError: | |
raise TypeError('invalid type; expected timedelta, string, bytes, int or float') | |
if not match: | |
raise errors.DurationError() | |
kw = match.groupdict() | |
sign = -1 if kw.pop('sign', '+') == '-' else 1 | |
if kw.get('microseconds'): | |
kw['microseconds'] = kw['microseconds'].ljust(6, '0') | |
if kw.get('seconds') and kw.get('microseconds') and kw['seconds'].startswith('-'): | |
kw['microseconds'] = '-' + kw['microseconds'] | |
kw_ = {k: float(v) for k, v in kw.items() if v is not None} | |
return sign * timedelta(**kw_) | |