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https://github.com/freqtrade/freqtrade.git
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Mock tensorboard callbacks
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@@ -42,30 +42,6 @@ def can_run_model(model: str) -> None:
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pytest.skip("Reinforcement learning / PyTorch module not available on intel based Mac OS.")
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@pytest.fixture(scope="function")
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def import_fails_mac():
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# Source of this test-method:
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# https://stackoverflow.com/questions/2481511/mocking-importerror-in-python
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if is_mac():
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import builtins
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realimport = builtins.__import__
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def mockedimport(name, *args, **kwargs):
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if name in ["freqtrade.freqai.tensorboard.tensorboard"]:
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raise ImportError(f"No module named '{name}'")
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return realimport(name, *args, **kwargs)
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builtins.__import__ = mockedimport
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# Run test - then cleanup
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yield
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# restore previous importfunction
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builtins.__import__ = realimport
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else:
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yield
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@pytest.mark.parametrize('model, pca, dbscan, float32, can_short, shuffle, buffer', [
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('LightGBMRegressor', True, False, True, True, False, 0),
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('XGBoostRegressor', False, True, False, True, False, 10),
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@@ -79,10 +55,15 @@ def import_fails_mac():
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('ReinforcementLearner_test_3ac', False, False, False, True, False, 0),
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('ReinforcementLearner_test_4ac', False, False, False, True, False, 0),
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])
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def test_extract_data_and_train_model_Standard(mocker, freqai_conf, model, pca, import_fails_mac,
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def test_extract_data_and_train_model_Standard(mocker, freqai_conf, model, pca,
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dbscan, float32, can_short, shuffle, buffer):
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can_run_model(model)
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if is_mac():
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# MacOS CI is not friendly to tensorboard
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mocker.patch('freqtrade.freqai.tensorboard.tensorboard.SummaryWriter')
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mocker.patch('freqtrade.freqai.tensorboard.tensorboard.TensorBoardCallback.after_iteration')
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model_save_ext = 'joblib'
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freqai_conf.update({"freqaimodel": model})
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freqai_conf.update({"timerange": "20180110-20180130"})
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