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On pandas < 18, `get_loc` triggers allocation of a large hash table, so we don't want to call get_loc on minutely `DatetimeIndex`es.
On pandas < 18, `get_loc` triggers allocation of a large hash table, so we don't want to call get_loc on minutely `DatetimeIndex`es.