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# coding=utf-8 | |
# Copyright 2022-present, the HuggingFace Inc. team. | |
# | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, | |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
# See the License for the specific language governing permissions and | |
# limitations under the License. | |
"""Contains utilities to handle datetimes in Huggingface Hub.""" | |
from datetime import datetime, timezone | |
def parse_datetime(date_string: str) -> datetime: | |
""" | |
Parses a date_string returned from the server to a datetime object. | |
This parser is a weak-parser is the sense that it handles only a single format of | |
date_string. It is expected that the server format will never change. The | |
implementation depends only on the standard lib to avoid an external dependency | |
(python-dateutil). See full discussion about this decision on PR: | |
https://github.com/huggingface/huggingface_hub/pull/999. | |
Example: | |
```py | |
> parse_datetime('2022-08-19T07:19:38.123Z') | |
datetime.datetime(2022, 8, 19, 7, 19, 38, 123000, tzinfo=timezone.utc) | |
``` | |
Args: | |
date_string (`str`): | |
A string representing a datetime returned by the Hub server. | |
String is expected to follow '%Y-%m-%dT%H:%M:%S.%fZ' pattern. | |
Returns: | |
A python datetime object. | |
Raises: | |
:class:`ValueError`: | |
If `date_string` cannot be parsed. | |
""" | |
try: | |
# Datetime ending with a Z means "UTC". We parse the date and then explicitly | |
# set the timezone to UTC. | |
# See https://en.wikipedia.org/wiki/ISO_8601#Coordinated_Universal_Time_(UTC) | |
# Taken from https://stackoverflow.com/a/3168394. | |
if len(date_string) == 30: | |
# Means timezoned-timestamp with nanoseconds precision. We need to truncate the last 3 digits. | |
date_string = date_string[:-4] + "Z" | |
dt = datetime.strptime(date_string, "%Y-%m-%dT%H:%M:%S.%fZ") | |
return dt.replace(tzinfo=timezone.utc) # Set explicit timezone | |
except ValueError as e: | |
raise ValueError( | |
f"Cannot parse '{date_string}' as a datetime. Date string is expected to" | |
" follow '%Y-%m-%dT%H:%M:%S.%fZ' pattern." | |
) from e | |