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| def test_training_reproduceable(): | |
| data = get_production_sample(pct=0.1) | |
| data = feature_engineering(data) | |
| train, test = split_data(data) | |
| model_a = fit_model(train) | |
| model_b = fit_model(train) | |
| a_preds = model_a.predict(test) | |
| b_preds = model_b.predict(test) | |
| assert all(abs(a_preds - b_preds)) < 0.1 |
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