move testdata file loading to pytest fixture
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@@ -26,42 +26,41 @@ def print_pair_results(pair, results):
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print(format_results(results[results.currency == pair]))
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def backtest(conf, pairs, mocker):
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def backtest(conf, backdata, mocker):
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trades = []
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exchange._API = Bittrex({'key': '', 'secret': ''})
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mocked_history = mocker.patch('freqtrade.analyze.get_ticker_history')
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mocker.patch.dict('freqtrade.main._CONF', conf)
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mocker.patch('arrow.utcnow', return_value=arrow.get('2017-08-20T14:50:00'))
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for pair in pairs:
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with open('freqtrade/tests/testdata/' + pair + '.json') as data_file:
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mocked_history.return_value = json.load(data_file)
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ticker = analyze_ticker(pair)[['close', 'date', 'buy']].copy()
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# for each buy point
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for row in ticker[ticker.buy == 1].itertuples(index=True):
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trade = Trade(
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open_rate=row.close,
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open_date=row.date,
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amount=1,
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fee=exchange.get_fee() * 2
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)
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# calculate win/lose forwards from buy point
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for row2 in ticker[row.Index:].itertuples(index=True):
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if should_sell(trade, row2.close, row2.date):
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current_profit = trade.calc_profit(row2.close)
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for pair, pair_data in backdata.items():
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mocked_history.return_value = pair_data
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ticker = analyze_ticker(pair)[['close', 'date', 'buy']].copy()
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# for each buy point
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for row in ticker[ticker.buy == 1].itertuples(index=True):
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trade = Trade(
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open_rate=row.close,
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open_date=row.date,
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amount=1,
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fee=exchange.get_fee() * 2
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)
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# calculate win/lose forwards from buy point
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for row2 in ticker[row.Index:].itertuples(index=True):
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if should_sell(trade, row2.close, row2.date):
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current_profit = trade.calc_profit(row2.close)
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trades.append((pair, current_profit, row2.Index - row.Index))
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break
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trades.append((pair, current_profit, row2.Index - row.Index))
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break
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labels = ['currency', 'profit', 'duration']
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results = DataFrame.from_records(trades, columns=labels)
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return results
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@pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set")
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def test_backtest(conf, pairs, mocker, report=True):
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results = backtest(conf, pairs, mocker)
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def test_backtest(conf, backdata, mocker, report=True):
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results = backtest(conf, backdata, mocker)
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print('====================== BACKTESTING REPORT ================================')
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for pair in pairs:
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for pair in backdata:
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print_pair_results(pair, results)
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print('TOTAL OVER ALL TRADES:')
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print(format_results(results))
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