Simplify validate dataframe method
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@ -68,13 +68,13 @@ class IDataHandler(ABC):
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:param timerange: Timerange specified for start and end dates
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"""
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if timerange.starttype == 'date' and pairdata[0][0] > timerange.startts * 1000:
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if timerange.starttype == 'date':
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start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
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if pairdata.iloc[0]['date'] > start:
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logger.warning(f"Missing data at start for pair {pair}, "
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f"data starts at {pairdata.iloc[0]['date']}")
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if timerange.stoptype == 'date' and pairdata[-1][0] < timerange.stopts * 1000:
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f"data starts at {pairdata.iloc[0]['date']:%Y-%m-%d %H:%M:%S}")
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if timerange.stoptype == 'date':
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stop = datetime.fromtimestamp(timerange.stopts, tz=timezone.utc)
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if pairdata.iloc[-1]['date'] < stop:
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logger.warning(f"Missing data at end for pair {pair},"
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f"data ends at {pairdata.iloc[-1]['date']}")
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logger.warning(f"Missing data at end for pair {pair}, "
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f"data ends at {pairdata.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}")
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