Merge branch 'develop' into feature-unlimited-stake_amount
This commit is contained in:
@@ -376,10 +376,10 @@ def test_generate_text_table(default_conf, mocker):
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results = pd.DataFrame(
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{
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'currency': ['ETH/BTC', 'ETH/BTC'],
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'pair': ['ETH/BTC', 'ETH/BTC'],
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'profit_percent': [0.1, 0.2],
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'profit_BTC': [0.2, 0.4],
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'duration': [10, 30],
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'profit_abs': [0.2, 0.4],
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'trade_duration': [10, 30],
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'profit': [2, 0],
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'loss': [0, 0]
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}
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@@ -439,6 +439,40 @@ def test_backtesting_start(default_conf, mocker, caplog) -> None:
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assert log_has(line, caplog.record_tuples)
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def test_backtesting_start_no_data(default_conf, mocker, caplog) -> None:
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"""
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Test Backtesting.start() method if no data is found
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"""
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def get_timeframe(input1, input2):
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return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)
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mocker.patch('freqtrade.freqtradebot.Analyze', MagicMock())
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mocker.patch('freqtrade.optimize.load_data', MagicMock(return_value={}))
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mocker.patch('freqtrade.exchange.get_ticker_history')
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mocker.patch('freqtrade.exchange.validate_pairs', MagicMock(return_value=True))
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mocker.patch.multiple(
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'freqtrade.optimize.backtesting.Backtesting',
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backtest=MagicMock(),
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_generate_text_table=MagicMock(return_value='1'),
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get_timeframe=get_timeframe,
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)
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conf = deepcopy(default_conf)
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conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
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conf['ticker_interval'] = "1m"
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conf['live'] = False
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conf['datadir'] = None
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conf['export'] = None
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conf['timerange'] = '20180101-20180102'
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backtesting = Backtesting(conf)
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backtesting.start()
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# check the logs, that will contain the backtest result
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assert log_has('No data found. Terminating.', caplog.record_tuples)
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def test_backtest(default_conf, fee, mocker) -> None:
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"""
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Test Backtesting.backtest() method
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@@ -458,6 +492,7 @@ def test_backtest(default_conf, fee, mocker) -> None:
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}
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)
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assert not results.empty
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assert len(results) == 2
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def test_backtest_1min_ticker_interval(default_conf, fee, mocker) -> None:
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@@ -480,6 +515,7 @@ def test_backtest_1min_ticker_interval(default_conf, fee, mocker) -> None:
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}
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)
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assert not results.empty
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assert len(results) == 1
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def test_processed(default_conf, mocker) -> None:
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@@ -501,7 +537,7 @@ def test_processed(default_conf, mocker) -> None:
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def test_backtest_pricecontours(default_conf, fee, mocker) -> None:
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mocker.patch('freqtrade.optimize.backtesting.exchange.get_fee', fee)
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tests = [['raise', 17], ['lower', 0], ['sine', 16]]
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tests = [['raise', 18], ['lower', 0], ['sine', 16]]
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for [contour, numres] in tests:
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simple_backtest(default_conf, contour, numres, mocker)
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@@ -561,7 +597,10 @@ def test_backtest_alternate_buy_sell(default_conf, fee, mocker):
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backtesting.populate_buy_trend = _trend_alternate # Override
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backtesting.populate_sell_trend = _trend_alternate # Override
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results = backtesting.backtest(backtest_conf)
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assert len(results) == 3
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backtesting._store_backtest_result("test_.json", results)
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assert len(results) == 4
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# One trade was force-closed at the end
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assert len(results.loc[results.open_at_end]) == 1
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def test_backtest_record(default_conf, fee, mocker):
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@@ -573,22 +612,30 @@ def test_backtest_record(default_conf, fee, mocker):
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'freqtrade.optimize.backtesting.file_dump_json',
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new=lambda n, r: (names.append(n), records.append(r))
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)
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backtest_conf = _make_backtest_conf(
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mocker,
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conf=default_conf,
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pair='UNITTEST/BTC',
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record="trades"
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)
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backtesting = Backtesting(default_conf)
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backtesting.populate_buy_trend = _trend_alternate # Override
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backtesting.populate_sell_trend = _trend_alternate # Override
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results = backtesting.backtest(backtest_conf)
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assert len(results) == 3
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results = pd.DataFrame({"pair": ["UNITTEST/BTC", "UNITTEST/BTC",
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"UNITTEST/BTC", "UNITTEST/BTC"],
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"profit_percent": [0.003312, 0.010801, 0.013803, 0.002780],
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"profit_abs": [0.000003, 0.000011, 0.000014, 0.000003],
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"open_time": [Arrow(2017, 11, 14, 19, 32, 00).datetime,
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Arrow(2017, 11, 14, 21, 36, 00).datetime,
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Arrow(2017, 11, 14, 22, 12, 00).datetime,
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Arrow(2017, 11, 14, 22, 44, 00).datetime],
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"close_time": [Arrow(2017, 11, 14, 21, 35, 00).datetime,
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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_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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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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assert names == ['backtest-result.json']
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records = records[0]
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# Ensure records are of correct type
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assert len(records) == 3
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assert len(records) == 4
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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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@@ -23,8 +23,6 @@ def init_hyperopt(default_conf, mocker):
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global _HYPEROPT_INITIALIZED, _HYPEROPT
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if not _HYPEROPT_INITIALIZED:
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mocker.patch('freqtrade.exchange.validate_pairs', MagicMock(return_value=True))
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mocker.patch('freqtrade.optimize.hyperopt.hyperopt_optimize_conf',
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MagicMock(return_value=default_conf))
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mocker.patch('freqtrade.exchange.validate_pairs', MagicMock())
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_HYPEROPT = Hyperopt(default_conf)
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_HYPEROPT_INITIALIZED = True
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@@ -64,8 +62,6 @@ def test_start(mocker, default_conf, caplog) -> None:
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"""
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start_mock = MagicMock()
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mocker.patch('freqtrade.optimize.hyperopt.Hyperopt.start', start_mock)
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mocker.patch('freqtrade.optimize.hyperopt.hyperopt_optimize_conf',
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MagicMock(return_value=default_conf))
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mocker.patch('freqtrade.freqtradebot.exchange.validate_pairs', MagicMock())
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args = [
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@@ -182,7 +178,6 @@ def test_fmin_best_results(mocker, init_hyperopt, default_conf, caplog) -> None:
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mocker.patch('freqtrade.optimize.hyperopt.load_data', MagicMock())
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mocker.patch('freqtrade.optimize.hyperopt.fmin', return_value=fmin_result)
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mocker.patch('freqtrade.optimize.hyperopt.hyperopt_optimize_conf', return_value=conf)
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mocker.patch('freqtrade.freqtradebot.exchange.validate_pairs', MagicMock())
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StrategyResolver({'strategy': 'DefaultStrategy'})
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@@ -227,7 +222,6 @@ def test_fmin_throw_value_error(mocker, init_hyperopt, default_conf, caplog) ->
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conf.update({'epochs': 1})
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conf.update({'timerange': None})
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conf.update({'spaces': 'all'})
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mocker.patch('freqtrade.optimize.hyperopt.hyperopt_optimize_conf', return_value=conf)
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mocker.patch('freqtrade.freqtradebot.exchange.validate_pairs', MagicMock())
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StrategyResolver({'strategy': 'DefaultStrategy'})
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@@ -253,7 +247,6 @@ def test_resuming_previous_hyperopt_results_succeeds(mocker, init_hyperopt, defa
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conf = deepcopy(default_conf)
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conf.update({'config': 'config.json.example'})
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conf.update({'epochs': 1})
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conf.update({'mongodb': False})
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conf.update({'timerange': None})
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conf.update({'spaces': 'all'})
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@@ -270,7 +263,6 @@ def test_resuming_previous_hyperopt_results_succeeds(mocker, init_hyperopt, defa
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mocker.patch('freqtrade.optimize.hyperopt.sorted', return_value=trials.results)
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mocker.patch('freqtrade.optimize.hyperopt.load_data', MagicMock())
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mocker.patch('freqtrade.optimize.hyperopt.fmin', return_value={})
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mocker.patch('freqtrade.optimize.hyperopt.hyperopt_optimize_conf', return_value=conf)
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mocker.patch('freqtrade.exchange.validate_pairs', MagicMock())
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StrategyResolver({'strategy': 'DefaultStrategy'})
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@@ -348,7 +340,6 @@ def test_start_calls_fmin(mocker, init_hyperopt, default_conf) -> None:
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conf = deepcopy(default_conf)
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conf.update({'config': 'config.json.example'})
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conf.update({'epochs': 1})
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conf.update({'mongodb': False})
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conf.update({'timerange': None})
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conf.update({'spaces': 'all'})
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@@ -360,35 +351,6 @@ def test_start_calls_fmin(mocker, init_hyperopt, default_conf) -> None:
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mock_fmin.assert_called_once()
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def test_start_uses_mongotrials(mocker, init_hyperopt, default_conf) -> None:
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mocker.patch('freqtrade.optimize.hyperopt.load_data', MagicMock())
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mock_fmin = mocker.patch('freqtrade.optimize.hyperopt.fmin', return_value={})
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mock_mongotrials = mocker.patch(
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'freqtrade.optimize.hyperopt.MongoTrials',
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return_value=create_trials(mocker)
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)
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conf = deepcopy(default_conf)
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conf.update({'config': 'config.json.example'})
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conf.update({'epochs': 1})
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conf.update({'mongodb': True})
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conf.update({'timerange': None})
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conf.update({'spaces': 'all'})
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mocker.patch('freqtrade.optimize.hyperopt.hyperopt_optimize_conf', return_value=conf)
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mocker.patch('freqtrade.freqtradebot.exchange.validate_pairs', MagicMock())
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hyperopt = Hyperopt(conf)
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hyperopt.tickerdata_to_dataframe = MagicMock()
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hyperopt.start()
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mock_mongotrials.assert_called_once()
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mock_fmin.assert_called_once()
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# test log_trials_result
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# test buy_strategy_generator def populate_buy_trend
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# test optimizer if 'ro_t1' in params
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def test_format_results(init_hyperopt):
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"""
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Test Hyperopt.format_results()
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@@ -400,7 +362,7 @@ def test_format_results(init_hyperopt):
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('LTC/BTC', 1, 1, 123),
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('XPR/BTC', -1, -2, -246)
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]
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labels = ['currency', 'profit_percent', 'profit_BTC', 'duration']
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labels = ['currency', 'profit_percent', 'profit_abs', 'trade_duration']
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df = pd.DataFrame.from_records(trades, columns=labels)
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result = _HYPEROPT.format_results(df)
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@@ -530,7 +492,7 @@ def test_generate_optimizer(mocker, init_hyperopt, default_conf) -> None:
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trades = [
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('POWR/BTC', 0.023117, 0.000233, 100)
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]
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labels = ['currency', 'profit_percent', 'profit_BTC', 'duration']
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labels = ['currency', 'profit_percent', 'profit_abs', 'trade_duration']
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backtest_result = pd.DataFrame.from_records(trades, columns=labels)
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mocker.patch(
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@@ -1,16 +0,0 @@
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# pragma pylint: disable=missing-docstring,W0212
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from user_data.hyperopt_conf import hyperopt_optimize_conf
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def test_hyperopt_optimize_conf():
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hyperopt_conf = hyperopt_optimize_conf()
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assert "max_open_trades" in hyperopt_conf
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assert "stake_currency" in hyperopt_conf
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assert "stake_amount" in hyperopt_conf
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assert "minimal_roi" in hyperopt_conf
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assert "stoploss" in hyperopt_conf
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assert "bid_strategy" in hyperopt_conf
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assert "exchange" in hyperopt_conf
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assert "pair_whitelist" in hyperopt_conf['exchange']
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@@ -326,8 +326,6 @@ def test_load_tickerdata_file() -> None:
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def test_init(default_conf, mocker) -> None:
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conf = {'exchange': {'pair_whitelist': []}}
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mocker.patch('freqtrade.optimize.hyperopt_optimize_conf', return_value=conf)
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assert {} == optimize.load_data(
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'',
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pairs=[],
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