Bug/scalability subsetting

[HavierD]

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[Copilot]

Copilot reviewed 9 out of 9 changed files in this pull request and generated no comments.

Comments suppressed due to low confidence (2)

data_access_service/utils/date_time_utils.py:21

• [nitpick] Remove the extra space between the function name and the parenthesis for consistency with the other utility functions.

def get_first_day_of (date:datetime) -> datetime:

data_access_service/models/data_file_factory.py:37

• [nitpick] Consider logging a more descriptive message instead of directly printing a boolean result to improve clarity.

self.log.info(sys.getsizeof(self.data_frame) > 512 * 1024 * 1024)