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extract export from backtest function
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@ -112,6 +112,21 @@ class Backtesting(object):
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])
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return tabulate(tabular_data, headers=headers, floatfmt=floatfmt, tablefmt="pipe")
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def _store_backtest_result(self, recordfilename: Optional[str], results: DataFrame) -> None:
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records = []
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print(results)
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for index, trade_entry in results.iterrows():
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pass
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records.append((trade_entry.pair, trade_entry.profit_percent,
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trade_entry.open_time.timestamp(),
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trade_entry.close_time.timestamp(),
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trade_entry.open_index - 1, trade_entry.trade_duration))
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if records:
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logger.info('Dumping backtest results to %s', recordfilename)
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file_dump_json(recordfilename, records)
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def _get_sell_trade_entry(
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self, pair: str, buy_row: DataFrame,
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partial_ticker: List, trade_count_lock: Dict, args: Dict) -> Optional[BacktestResult]:
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@ -144,8 +159,8 @@ class Backtesting(object):
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open_time=buy_row.date,
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close_time=sell_row.date,
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trade_duration=(sell_row.date - buy_row.date).seconds // 60,
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open_index=buy_row.index,
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close_index=sell_row.index,
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open_index=buy_row.Index,
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close_index=sell_row.Index,
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open_at_end=False
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)
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if partial_ticker:
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@ -157,8 +172,8 @@ class Backtesting(object):
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open_time=buy_row.date,
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close_time=sell_row.date,
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trade_duration=(sell_row.date - buy_row.date).seconds // 60,
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open_index=buy_row.index,
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close_index=sell_row.index,
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open_index=buy_row.Index,
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close_index=sell_row.Index,
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open_at_end=True
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)
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logger.info('Force_selling still open trade %s with %s perc - %s', btr.pair,
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@ -179,17 +194,12 @@ class Backtesting(object):
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processed: a processed dictionary with format {pair, data}
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max_open_trades: maximum number of concurrent trades (default: 0, disabled)
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realistic: do we try to simulate realistic trades? (default: True)
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sell_profit_only: sell if profit only
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use_sell_signal: act on sell-signal
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:return: DataFrame
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"""
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headers = ['date', 'buy', 'open', 'close', 'sell']
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processed = args['processed']
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max_open_trades = args.get('max_open_trades', 0)
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realistic = args.get('realistic', False)
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record = args.get('record', None)
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recordfilename = args.get('recordfn', 'backtest-result.json')
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records = []
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trades = []
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trade_count_lock: Dict = {}
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for pair, pair_data in processed.items():
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@ -229,24 +239,11 @@ class Backtesting(object):
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if trade_entry:
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lock_pair_until = trade_entry.close_time
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trades.append(trade_entry)
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if record:
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# Note, need to be json.dump friendly
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# record a tuple of pair, current_profit_percent,
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# entry-date, duration
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records.append((pair, trade_entry.profit_percent,
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trade_entry.open_time.timestamp(),
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trade_entry.close_time.timestamp(),
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index, trade_entry.trade_duration))
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else:
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# Set lock_pair_until to end of testing period if trade could not be closed
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# This happens only if the buy-signal was with the last candle
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lock_pair_until = ticker_data.iloc[-1].date
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# For now export inside backtest(), maybe change so that backtest()
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# returns a tuple like: (dataframe, records, logs, etc)
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if record and record.find('trades') >= 0:
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logger.info('Dumping backtest results to %s', recordfilename)
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file_dump_json(recordfilename, records)
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return DataFrame.from_records(trades, columns=BacktestResult._fields)
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def start(self) -> None:
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@ -301,10 +298,12 @@ class Backtesting(object):
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'processed': preprocessed,
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'max_open_trades': max_open_trades,
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'realistic': self.config.get('realistic_simulation', False),
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'record': self.config.get('export'),
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'recordfn': self.config.get('exportfilename'),
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}
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)
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if self.config.get('export', False):
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self._store_backtest_result(self.config.get('exportfilename'), results)
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logger.info(
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'\n==================================== '
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'BACKTESTING REPORT'
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