Improve "Missing data" messages
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@ -201,7 +201,7 @@ class IDataHandler(ABC):
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enddate = pairdf.iloc[-1]['date']
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enddate = pairdf.iloc[-1]['date']
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if timerange_startup:
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if timerange_startup:
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self._validate_pairdata(pair, pairdf, timerange_startup)
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self._validate_pairdata(pair, pairdf, timeframe, timerange_startup)
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pairdf = trim_dataframe(pairdf, timerange_startup)
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pairdf = trim_dataframe(pairdf, timerange_startup)
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if self._check_empty_df(pairdf, pair, timeframe, warn_no_data):
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if self._check_empty_df(pairdf, pair, timeframe, warn_no_data):
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return pairdf
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return pairdf
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@ -228,7 +228,7 @@ class IDataHandler(ABC):
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return True
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return True
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return False
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return False
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def _validate_pairdata(self, pair, pairdata: DataFrame, timerange: TimeRange):
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def _validate_pairdata(self, pair, pairdata: DataFrame, timeframe: str, timerange: TimeRange):
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"""
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"""
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Validates pairdata for missing data at start end end and logs warnings.
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Validates pairdata for missing data at start end end and logs warnings.
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:param pairdata: Dataframe to validate
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:param pairdata: Dataframe to validate
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@ -238,12 +238,12 @@ class IDataHandler(ABC):
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if timerange.starttype == 'date':
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if timerange.starttype == 'date':
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start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
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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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if pairdata.iloc[0]['date'] > start:
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logger.warning(f"Missing data at start for pair {pair}, "
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logger.warning(f"Missing data at start for pair {pair} at {timeframe}, "
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f"data starts at {pairdata.iloc[0]['date']:%Y-%m-%d %H:%M:%S}")
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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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if timerange.stoptype == 'date':
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stop = datetime.fromtimestamp(timerange.stopts, tz=timezone.utc)
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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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if pairdata.iloc[-1]['date'] < stop:
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logger.warning(f"Missing data at end for pair {pair}, "
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logger.warning(f"Missing data at end for pair {pair} at {timeframe}, "
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f"data ends at {pairdata.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}")
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f"data ends at {pairdata.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}")
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@ -311,7 +311,7 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
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assert td != len(data['UNITTEST/BTC'])
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assert td != len(data['UNITTEST/BTC'])
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start_real = data['UNITTEST/BTC'].iloc[0, 0]
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start_real = data['UNITTEST/BTC'].iloc[0, 0]
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assert log_has(f'Missing data at start for pair '
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assert log_has(f'Missing data at start for pair '
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f'UNITTEST/BTC, data starts at {start_real.strftime("%Y-%m-%d %H:%M:%S")}',
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f'UNITTEST/BTC at 5m, data starts at {start_real.strftime("%Y-%m-%d %H:%M:%S")}',
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caplog)
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caplog)
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# Make sure we start fresh - test missing data at end
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# Make sure we start fresh - test missing data at end
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caplog.clear()
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caplog.clear()
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@ -326,7 +326,7 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
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# Shift endtime with +5 - as last candle is dropped (partial candle)
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# Shift endtime with +5 - as last candle is dropped (partial candle)
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end_real = arrow.get(data['UNITTEST/BTC'].iloc[-1, 0]).shift(minutes=5)
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end_real = arrow.get(data['UNITTEST/BTC'].iloc[-1, 0]).shift(minutes=5)
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assert log_has(f'Missing data at end for pair '
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assert log_has(f'Missing data at end for pair '
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f'UNITTEST/BTC, data ends at {end_real.strftime("%Y-%m-%d %H:%M:%S")}',
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f'UNITTEST/BTC at 5m, data ends at {end_real.strftime("%Y-%m-%d %H:%M:%S")}',
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caplog)
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caplog)
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