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export open/close rate for backtesting too
preparation to allow plotting of backtest results
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@ -37,6 +37,8 @@ class BacktestResult(NamedTuple):
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close_index: int
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trade_duration: float
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open_at_end: bool
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open_rate: float
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close_rate: float
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class Backtesting(object):
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@ -115,11 +117,13 @@ class Backtesting(object):
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def _store_backtest_result(self, recordfilename: Optional[str], results: DataFrame) -> None:
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records = [(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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for index, trade_entry in results.iterrows()]
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# columns = ["pair", "profit", "opents", "closets", "index", "duration",
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# "open_rate", "close_rate", "open_at_end"]
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records = [(t.pair, t.profit_percent, t.open_time.timestamp(),
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t.close_time.timestamp(), t.open_index - 1, t.trade_duration,
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t.open_rate, t.close_rate, t.open_at_end)
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for index, t in results.iterrows()]
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if records:
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logger.info('Dumping backtest results to %s', recordfilename)
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@ -158,7 +162,9 @@ class Backtesting(object):
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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_at_end=False
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open_at_end=False,
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open_rate=buy_row.close,
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close_rate=sell_row.close
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)
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if partial_ticker:
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# no sell condition found - trade stil open at end of backtest period
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@ -171,7 +177,9 @@ class Backtesting(object):
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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_at_end=True
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open_at_end=True,
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open_rate=buy_row.close,
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close_rate=sell_row.close
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)
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logger.debug('Force_selling still open trade %s with %s perc - %s', btr.pair,
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btr.profit_percent, btr.profit_abs)
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@ -604,9 +604,13 @@ def test_backtest_record(default_conf, fee, mocker):
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Arrow(2017, 11, 14, 22, 10, 00).datetime,
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Arrow(2017, 11, 14, 22, 43, 00).datetime,
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Arrow(2017, 11, 14, 22, 58, 00).datetime],
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"open_rate": [0.002543, 0.003003, 0.003089, 0.003214],
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"close_rate": [0.002546, 0.003014, 0.003103, 0.003217],
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"open_index": [1, 119, 153, 185],
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"close_index": [118, 151, 184, 199],
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"trade_duration": [123, 34, 31, 14]})
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"trade_duration": [123, 34, 31, 14],
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"open_at_end": [False, False, False, True]
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})
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backtesting._store_backtest_result("backtest-result.json", results)
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assert len(results) == 4
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# Assert file_dump_json was only called once
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@ -617,12 +621,16 @@ def test_backtest_record(default_conf, fee, mocker):
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# ('UNITTEST/BTC', 0.00331158, '1510684320', '1510691700', 0, 117)
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# Below follows just a typecheck of the schema/type of trade-records
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oix = None
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for (pair, profit, date_buy, date_sell, buy_index, dur) in records:
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for (pair, profit, date_buy, date_sell, buy_index, dur,
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openr, closer, open_at_end) in records:
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assert pair == 'UNITTEST/BTC'
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isinstance(profit, float)
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assert isinstance(profit, float)
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# FIX: buy/sell should be converted to ints
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isinstance(date_buy, str)
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isinstance(date_sell, str)
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assert isinstance(date_buy, float)
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assert isinstance(date_sell, float)
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assert isinstance(openr, float)
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assert isinstance(closer, float)
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assert isinstance(open_at_end, bool)
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isinstance(buy_index, pd._libs.tslib.Timestamp)
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if oix:
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assert buy_index > oix
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