Merge branch 'develop' of https://github.com/gcarq/freqtrade into develop
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commit
ddc7c94a1d
26
freqtrade/tests/conftest.py
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26
freqtrade/tests/conftest.py
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# pragma pylint: disable=missing-docstring
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import json
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import pytest
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@pytest.fixture(scope="module")
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def conf():
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return {
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"minimal_roi": {
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"40": 0.0,
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"30": 0.01,
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"20": 0.02,
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"0": 0.04
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},
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"stoploss": -0.05
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}
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@pytest.fixture(scope="module")
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def backdata():
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result = {}
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for pair in ['btc-neo', 'btc-eth', 'btc-omg', 'btc-edg', 'btc-pay',
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'btc-pivx', 'btc-qtum', 'btc-mtl', 'btc-etc', 'btc-ltc']:
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with open('freqtrade/tests/testdata/' + pair + '.json') as data_file:
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result[pair] = json.load(data_file)
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return result
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@ -26,34 +26,14 @@ def print_pair_results(pair, results):
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print(format_results(results[results.currency == pair]))
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print(format_results(results[results.currency == pair]))
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@pytest.fixture
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def backtest(conf, backdata, mocker):
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def pairs():
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return ['btc-neo', 'btc-eth', 'btc-omg', 'btc-edg', 'btc-pay',
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'btc-pivx', 'btc-qtum', 'btc-mtl', 'btc-etc', 'btc-ltc']
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@pytest.fixture
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def conf():
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return {
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"minimal_roi": {
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"50": 0.0,
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"40": 0.01,
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"30": 0.02,
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"0": 0.045
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},
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"stoploss": -0.40
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}
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def backtest(conf, pairs, mocker):
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trades = []
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trades = []
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exchange._API = Bittrex({'key': '', 'secret': ''})
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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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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.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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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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for pair, pair_data in backdata.items():
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with open('freqtrade/tests/testdata/' + pair + '.json') as data_file:
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mocked_history.return_value = pair_data
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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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ticker = analyze_ticker(pair)[['close', 'date', 'buy']].copy()
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# for each buy point
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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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for row in ticker[ticker.buy == 1].itertuples(index=True):
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@ -76,11 +56,11 @@ def backtest(conf, pairs, mocker):
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@pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set")
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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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def test_backtest(conf, backdata, mocker, report=True):
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results = backtest(conf, pairs, mocker)
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results = backtest(conf, backdata, mocker)
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print('====================== BACKTESTING REPORT ================================')
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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_pair_results(pair, results)
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print('TOTAL OVER ALL TRADES:')
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print('TOTAL OVER ALL TRADES:')
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print(format_results(results))
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print(format_results(results))
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@ -18,25 +18,6 @@ logging.disable(logging.DEBUG) # disable debug logs that slow backtesting a lot
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TARGET_TRADES = 1200
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TARGET_TRADES = 1200
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@pytest.fixture
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def pairs():
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return ['btc-neo', 'btc-eth', 'btc-omg', 'btc-edg', 'btc-pay',
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'btc-pivx', 'btc-qtum', 'btc-mtl', 'btc-etc', 'btc-ltc']
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@pytest.fixture
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def conf():
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return {
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"minimal_roi": {
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"40": 0.0,
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"30": 0.01,
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"20": 0.02,
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"0": 0.04
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},
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"stoploss": -0.05
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}
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def buy_strategy_generator(params):
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def buy_strategy_generator(params):
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print(params)
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print(params)
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@ -82,13 +63,13 @@ def buy_strategy_generator(params):
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@pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set")
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@pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set")
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def test_hyperopt(conf, pairs, mocker):
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def test_hyperopt(conf, backdata, mocker):
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mocked_buy_trend = mocker.patch('freqtrade.analyze.populate_buy_trend')
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mocked_buy_trend = mocker.patch('freqtrade.analyze.populate_buy_trend')
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def optimizer(params):
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def optimizer(params):
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mocked_buy_trend.side_effect = buy_strategy_generator(params)
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mocked_buy_trend.side_effect = buy_strategy_generator(params)
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results = backtest(conf, pairs, mocker)
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results = backtest(conf, backdata, mocker)
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result = format_results(results)
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result = format_results(results)
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print(result)
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print(result)
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@ -148,7 +129,7 @@ def test_hyperopt(conf, pairs, mocker):
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}
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}
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trials = Trials()
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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=4, trials=trials)
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print('\n\n\n\n====================== HYPEROPT BACKTESTING REPORT ================================')
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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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print('Best parameters {}'.format(best))
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newlist = sorted(trials.results, key=itemgetter('loss'))
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newlist = sorted(trials.results, key=itemgetter('loss'))
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print('Result: {}'.format(newlist[0]['result']))
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print('Result: {}'.format(newlist[0]['result']))
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