Source code for pm4py.util.dt_parsing.variants.strpfromiso
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)