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add test for follow_mode

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This commit is contained in:
Robert Caulk 2022-07-25 10:48:04 +02:00
parent c9d46a5237
commit 4abc26b582
1 changed files with 53 additions and 20 deletions
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73
tests/freqai/test_freqai_interface.py
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@ -34,26 +34,10 @@ def test_train_model_in_series_LightGBM(mocker, freqai_conf):
freqai.train_model_in_series(new_timerange, "ADA/BTC", strategy, freqai.dk, data_load_timerange) freqai.train_model_in_series(new_timerange, "ADA/BTC", strategy, freqai.dk, data_load_timerange)
assert ( assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_model.joblib").is_file()
Path(freqai.dk.data_path / str(freqai.dk.model_filename + "_model.joblib")) assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_metadata.json").is_file()
.resolve() assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_trained_df.pkl").is_file()
.exists() assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_svm_model.joblib").is_file()
)
assert (
Path(freqai.dk.data_path / str(freqai.dk.model_filename + "_metadata.json"))
.resolve()
.exists()
)
assert (
Path(freqai.dk.data_path / str(freqai.dk.model_filename + "_trained_df.pkl"))
.resolve()
.exists()
)
assert (
Path(freqai.dk.data_path / str(freqai.dk.model_filename + "_svm_model.joblib"))
.resolve()
.exists()
)
shutil.rmtree(Path(freqai.dk.full_path)) shutil.rmtree(Path(freqai.dk.full_path))
@ -161,3 +145,52 @@ def test_start_backtesting_from_existing_folder(mocker, freqai_conf, caplog):
) )
shutil.rmtree(Path(freqai.dk.full_path)) shutil.rmtree(Path(freqai.dk.full_path))
def test_follow_mode(mocker, freqai_conf):
freqai_conf.update({"timerange": "20180110-20180130"})
strategy = get_patched_freqai_strategy(mocker, freqai_conf)
exchange = get_patched_exchange(mocker, freqai_conf)
strategy.dp = DataProvider(freqai_conf, exchange)
strategy.freqai_info = freqai_conf.get("freqai", {})
freqai = strategy.freqai
freqai.live = True
freqai.dk = FreqaiDataKitchen(freqai_conf, freqai.dd)
timerange = TimeRange.parse_timerange("20180110-20180130")
freqai.dk.load_all_pair_histories(timerange)
metadata = {"pair": "ADA/BTC"}
freqai.dd.set_pair_dict_info(metadata)
# freqai.dd.pair_dict = MagicMock()
data_load_timerange = TimeRange.parse_timerange("20180110-20180130")
new_timerange = TimeRange.parse_timerange("20180120-20180130")
freqai.train_model_in_series(new_timerange, "ADA/BTC", strategy, freqai.dk, data_load_timerange)
assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_model.joblib").is_file()
assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_metadata.json").is_file()
assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_trained_df.pkl").is_file()
assert Path(freqai.dk.data_path / f"{freqai.dk.model_filename}_svm_model.joblib").is_file()
# start the follower and ask it to predict on existing files
freqai_conf.get("freqai", {}).update({"follow_mode": "true"})
strategy = get_patched_freqai_strategy(mocker, freqai_conf)
exchange = get_patched_exchange(mocker, freqai_conf)
strategy.dp = DataProvider(freqai_conf, exchange)
strategy.freqai_info = freqai_conf.get("freqai", {})
freqai = strategy.freqai
freqai.live = True
freqai.dk = FreqaiDataKitchen(freqai_conf, freqai.dd, freqai.live)
timerange = TimeRange.parse_timerange("20180110-20180130")
freqai.dk.load_all_pair_histories(timerange)
df = strategy.dp.get_pair_dataframe('ADA/BTC', '5m')
freqai.start_live(df, metadata, strategy, freqai.dk)
assert len(freqai.dk.return_dataframe.index) == 5702
shutil.rmtree(Path(freqai.dk.full_path))