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add test

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This commit is contained in:
Yinon Polak 2023-03-13 17:17:00 +02:00
parent d7ea750823
commit 9c8c30b0e8
1 changed files with 17 additions and 1 deletions
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18
tests/freqai/test_freqai_interface.py
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@ -52,7 +52,8 @@ def can_run_model(model: str) -> None:
('ReinforcementLearner_multiproc', False, False, False, True, False, 0), ('ReinforcementLearner_multiproc', False, False, False, True, False, 0),
('ReinforcementLearner_test_3ac', False, False, False, False, False, 0), ('ReinforcementLearner_test_3ac', False, False, False, False, False, 0),
('ReinforcementLearner_test_3ac', False, False, False, True, False, 0), ('ReinforcementLearner_test_3ac', False, False, False, True, False, 0),
('ReinforcementLearner_test_4ac', False, False, False, True, False, 0) ('ReinforcementLearner_test_4ac', False, False, False, True, False, 0),
('PyTorchClassifierMultiTarget', False, False, False, True, False, 0)
]) ])
def test_extract_data_and_train_model_Standard(mocker, freqai_conf, model, pca, def test_extract_data_and_train_model_Standard(mocker, freqai_conf, model, pca,
dbscan, float32, can_short, shuffle, buffer): dbscan, float32, can_short, shuffle, buffer):
@ -85,6 +86,21 @@ def test_extract_data_and_train_model_Standard(mocker, freqai_conf, model, pca,
if 'test_3ac' in model or 'test_4ac' in model: if 'test_3ac' in model or 'test_4ac' in model:
freqai_conf["freqaimodel_path"] = str(Path(__file__).parents[1] / "freqai" / "test_models") freqai_conf["freqaimodel_path"] = str(Path(__file__).parents[1] / "freqai" / "test_models")
if 'PyTorchClassifierMultiTarget' in model:
model_save_ext = 'zip'
freqai_conf['freqai']['model_training_parameters'].update({
"n_hidden": 1024,
"max_iters": 100,
"batch_size": 64,
"learning_rate": 3e-4,
"max_n_eval_batches": None,
"model_kwargs": {
"hidden_dim": 1024,
"dropout_percent": 0.2,
"n_layer": 1,
}
})
strategy = get_patched_freqai_strategy(mocker, freqai_conf) strategy = get_patched_freqai_strategy(mocker, freqai_conf)
exchange = get_patched_exchange(mocker, freqai_conf) exchange = get_patched_exchange(mocker, freqai_conf)
strategy.dp = DataProvider(freqai_conf, exchange) strategy.dp = DataProvider(freqai_conf, exchange)