clean up prints during hyperopt
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660f01b514
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@ -16,11 +16,10 @@ logging.disable(logging.DEBUG) # disable debug logs that slow backtesting a lot
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# set TARGET_TRADES to suit your number concurrent trades so its realistic to 20days of data
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TARGET_TRADES = 1300
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TOTAL_TRIES = 4
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current_tries = 0
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def buy_strategy_generator(params):
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print(params)
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def populate_buy_trend(dataframe: DataFrame) -> DataFrame:
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conditions = []
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# GUARDS AND TRENDS
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@ -76,7 +75,6 @@ def test_hyperopt(backtest_conf, backdata, mocker):
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results = backtest(backtest_conf, backdata, mocker)
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result = format_results(results)
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print(result)
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total_profit = results.profit.sum() * 1000
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trade_count = len(results.index)
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@ -84,6 +82,10 @@ def test_hyperopt(backtest_conf, backdata, mocker):
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trade_loss = 1 - 0.4 * exp(-(trade_count - TARGET_TRADES) ** 2 / 10 ** 5.2)
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profit_loss = max(0, 1 - total_profit / 15000) # max profit 15000
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global current_tries
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current_tries += 1
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print('{}/{}: {}'.format(current_tries, TOTAL_TRIES, result))
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return {
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'loss': trade_loss + profit_loss,
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'status': STATUS_OK,
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@ -139,7 +141,7 @@ def test_hyperopt(backtest_conf, backdata, mocker):
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]),
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}
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trials = Trials()
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best = fmin(fn=optimizer, space=space, algo=tpe.suggest, max_evals=4, trials=trials)
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best = fmin(fn=optimizer, space=space, algo=tpe.suggest, max_evals=TOTAL_TRIES, trials=trials)
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print('\n\n\n\n==================== HYPEROPT BACKTESTING REPORT ==============================')
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print('Best parameters {}'.format(best))
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newlist = sorted(trials.results, key=itemgetter('loss'))
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