Merge branch 'develop' of https://github.com/gcarq/freqtrade into develop

This commit is contained in:
gcarq 2017-11-07 18:40:56 +01:00
commit ddc7c94a1d
3 changed files with 50 additions and 63 deletions

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@ -0,0 +1,26 @@
# pragma pylint: disable=missing-docstring
import json
import pytest
@pytest.fixture(scope="module")
def conf():
return {
"minimal_roi": {
"40": 0.0,
"30": 0.01,
"20": 0.02,
"0": 0.04
},
"stoploss": -0.05
}
@pytest.fixture(scope="module")
def backdata():
result = {}
for pair in ['btc-neo', 'btc-eth', 'btc-omg', 'btc-edg', 'btc-pay',
'btc-pivx', 'btc-qtum', 'btc-mtl', 'btc-etc', 'btc-ltc']:
with open('freqtrade/tests/testdata/' + pair + '.json') as data_file:
result[pair] = json.load(data_file)
return result

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@ -26,34 +26,14 @@ def print_pair_results(pair, results):
print(format_results(results[results.currency == pair])) print(format_results(results[results.currency == pair]))
@pytest.fixture def backtest(conf, backdata, mocker):
def pairs():
return ['btc-neo', 'btc-eth', 'btc-omg', 'btc-edg', 'btc-pay',
'btc-pivx', 'btc-qtum', 'btc-mtl', 'btc-etc', 'btc-ltc']
@pytest.fixture
def conf():
return {
"minimal_roi": {
"50": 0.0,
"40": 0.01,
"30": 0.02,
"0": 0.045
},
"stoploss": -0.40
}
def backtest(conf, pairs, mocker):
trades = [] trades = []
exchange._API = Bittrex({'key': '', 'secret': ''}) exchange._API = Bittrex({'key': '', 'secret': ''})
mocked_history = mocker.patch('freqtrade.analyze.get_ticker_history') mocked_history = mocker.patch('freqtrade.analyze.get_ticker_history')
mocker.patch.dict('freqtrade.main._CONF', conf) mocker.patch.dict('freqtrade.main._CONF', conf)
mocker.patch('arrow.utcnow', return_value=arrow.get('2017-08-20T14:50:00')) mocker.patch('arrow.utcnow', return_value=arrow.get('2017-08-20T14:50:00'))
for pair in pairs: for pair, pair_data in backdata.items():
with open('freqtrade/tests/testdata/' + pair + '.json') as data_file: mocked_history.return_value = pair_data
mocked_history.return_value = json.load(data_file)
ticker = analyze_ticker(pair)[['close', 'date', 'buy']].copy() ticker = analyze_ticker(pair)[['close', 'date', 'buy']].copy()
# for each buy point # for each buy point
for row in ticker[ticker.buy == 1].itertuples(index=True): for row in ticker[ticker.buy == 1].itertuples(index=True):
@ -76,11 +56,11 @@ def backtest(conf, pairs, mocker):
@pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set") @pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set")
def test_backtest(conf, pairs, mocker, report=True): def test_backtest(conf, backdata, mocker, report=True):
results = backtest(conf, pairs, mocker) results = backtest(conf, backdata, mocker)
print('====================== BACKTESTING REPORT ================================') print('====================== BACKTESTING REPORT ================================')
for pair in pairs: for pair in backdata:
print_pair_results(pair, results) print_pair_results(pair, results)
print('TOTAL OVER ALL TRADES:') print('TOTAL OVER ALL TRADES:')
print(format_results(results)) print(format_results(results))

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@ -18,25 +18,6 @@ logging.disable(logging.DEBUG) # disable debug logs that slow backtesting a lot
TARGET_TRADES = 1200 TARGET_TRADES = 1200
@pytest.fixture
def pairs():
return ['btc-neo', 'btc-eth', 'btc-omg', 'btc-edg', 'btc-pay',
'btc-pivx', 'btc-qtum', 'btc-mtl', 'btc-etc', 'btc-ltc']
@pytest.fixture
def conf():
return {
"minimal_roi": {
"40": 0.0,
"30": 0.01,
"20": 0.02,
"0": 0.04
},
"stoploss": -0.05
}
def buy_strategy_generator(params): def buy_strategy_generator(params):
print(params) print(params)
@ -82,13 +63,13 @@ def buy_strategy_generator(params):
@pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set") @pytest.mark.skipif(not os.environ.get('BACKTEST', False), reason="BACKTEST not set")
def test_hyperopt(conf, pairs, mocker): def test_hyperopt(conf, backdata, mocker):
mocked_buy_trend = mocker.patch('freqtrade.analyze.populate_buy_trend') mocked_buy_trend = mocker.patch('freqtrade.analyze.populate_buy_trend')
def optimizer(params): def optimizer(params):
mocked_buy_trend.side_effect = buy_strategy_generator(params) mocked_buy_trend.side_effect = buy_strategy_generator(params)
results = backtest(conf, pairs, mocker) results = backtest(conf, backdata, mocker)
result = format_results(results) result = format_results(results)
print(result) print(result)
@ -148,7 +129,7 @@ def test_hyperopt(conf, pairs, mocker):
} }
trials = Trials() trials = Trials()
best = fmin(fn=optimizer, space=space, algo=tpe.suggest, max_evals=4, trials=trials) best = fmin(fn=optimizer, space=space, algo=tpe.suggest, max_evals=4, trials=trials)
print('\n\n\n\n====================== HYPEROPT BACKTESTING REPORT ================================') print('\n\n\n\n==================== HYPEROPT BACKTESTING REPORT ==============================')
print('Best parameters {}'.format(best)) print('Best parameters {}'.format(best))
newlist = sorted(trials.results, key=itemgetter('loss')) newlist = sorted(trials.results, key=itemgetter('loss'))
print('Result: {}'.format(newlist[0]['result'])) print('Result: {}'.format(newlist[0]['result']))