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added mentioning which pair + timerange + idx is biased for visibility and debugging purposes
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@ -141,7 +141,7 @@ class LookaheadAnalysis:
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shutil.rmtree(path_to_current_identifier)
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prepare_data_config = deepcopy(self.local_config)
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prepare_data_config['timerange'] = (str(self.dt_to_timestamp(varholder.from_dt)) + "-" +
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prepare_data_config['timerange'] = (str(self.dt_to_timestamp(varholder.from_dt)) + " - " +
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str(self.dt_to_timestamp(varholder.to_dt)))
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prepare_data_config['exchange']['pair_whitelist'] = pairs_to_load
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@ -209,13 +209,16 @@ class LookaheadAnalysis:
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# fill entry_varHolder and exit_varHolder
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self.fill_entry_and_exit_varHolders(result_row)
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# this will trigger a logger-message
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buy_or_sell_biased: bool = False
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# register if buy signal is broken
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if not self.report_signal(
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self.entry_varHolders[idx].result,
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"open_date",
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self.entry_varHolders[idx].compared_dt):
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# logger.info(f"found lookahead-bias in trade {self.entry_varHolders[idx][]} {idx}")
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self.current_analysis.false_entry_signals += 1
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buy_or_sell_biased = True
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# register if buy or sell signal is broken
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if not self.report_signal(
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@ -223,6 +226,13 @@ class LookaheadAnalysis:
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"close_date",
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self.exit_varHolders[idx].compared_dt):
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self.current_analysis.false_exit_signals += 1
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buy_or_sell_biased = True
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if buy_or_sell_biased:
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logger.info(f"found lookahead-bias in trade "
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f"pair: {result_row['pair']}, "
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f"timerange:{result_row['open_date']}-{result_row['close_date']}, "
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f"idx: {idx}")
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# check if the indicators themselves contain biased data
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self.analyze_indicators(self.full_varHolder, self.entry_varHolders[idx], result_row['pair'])
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@ -261,7 +271,9 @@ class LookaheadAnalysis:
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f"Exiting this lookahead-analysis")
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return None
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if "force_exit" in result_row['exit_reason']:
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logger.info("found force-exit, skipping this one to avoid a false-positive.")
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logger.info("found force-exit in pair: {result_row['pair']}, "
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f"timerange:{result_row['open_date']}-{result_row['close_date']}, "
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f"idx: {idx}, skipping this one to avoid a false-positive.")
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# just to keep the IDs of both full, entry and exit varholders the same
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# to achieve a better debugging experience
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