Source code for pm4py.util.dt_parsing.variants.strpfromiso
'''
PM4Py – A Process Mining Library for Python
Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
published by the Free Software Foundation, either version 3 of the
License, or any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU Affero General Public License for more details.
You should have received a copy of the GNU Affero General Public License
along with this program. If not, see this software project's root or
visit <https://www.gnu.org/licenses/>.
Website: https://processintelligence.solutions
Contact: info@processintelligence.solutions
'''
from datetime import datetime, timezone
from pm4py.util import constants
[docs]
def fix_dataframe_column(serie):
if constants.ENABLE_DATETIME_COLUMNS_AWARE:
# Convert to UTC if the datetime is naive
if serie.dt.tz is None:
serie = serie.dt.tz_localize("UTC")
else:
# Convert to UTC if it's not already in UTC
serie = serie.dt.tz_convert("UTC")
else:
serie = serie.dt.tz_localize(None)
return serie
[docs]
def fix_naivety(dt):
if constants.ENABLE_DATETIME_COLUMNS_AWARE:
dt = dt.replace(tzinfo=timezone.utc)
else:
dt = dt.replace(tzinfo=None)
return dt
[docs]
def apply(dt):
"""
Parses the string to a datetime object (uses Python default strptime)
Parameters
--------------
dt
Date string
Returns
--------------
datetime
Datetime object
"""
if dt.endswith("Z"):
# Z at the end of date means UTC, but that is not ISO format.
# Replace "Z" with "+00:00" that is also UTC
dt = dt[:-1] + "+00:00"
dt = datetime.fromisoformat(dt)
return fix_naivety(dt)