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fix: replace func "len()" in ensemble test code to support various data type #739

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Merged
TPLin22 merged 2 commits into from
Apr 2, 2025
Merged

fix: replace func "len()" in ensemble test code to support various data type #739

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aa56e6e
replace len with def get_length
TPLin22 Apr 2, 2025
b36306b
update get_length implementation
TPLin22 Apr 2, 2025
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replace len with def get_length
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@TPLin22
TPLin22 committed Apr 2, 2025
commit aa56e6e50bfc1f4ef985f6667e72c920de433dc0
9 changes: 6 additions & 3 deletions rdagent/components/coder/data_science/ensemble/eval_tests/ensemble_test.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,9 @@ def print_preds_info(model_name, data_type, preds):
else:
print(f"Unknown prediction type: {type(preds)}")

def get_length(data):
return len(data) if isinstance(data, list) else data.shape[0]

X, y, test_X, test_ids = load_data()
X, y, test_X = feat_eng(X, y, test_X)
train_X, val_X, train_y, val_y = train_test_split(X, y, test_size=0.2, random_state=42)
Expand Down Expand Up @@ -109,9 +112,9 @@ assert isinstance(final_pred, pred_type), (

# Check shape
if isinstance(final_pred, (list, np.ndarray, pd.DataFrame, torch.Tensor, tf.Tensor)):
assert len(final_pred) == len(test_X), (
f"Wrong output sample size: len(final_pred)={len(final_pred)} "
f"vs. len(test_X)={len(test_X)}"
assert get_length(final_pred) == get_length(test_X), (
f"Wrong output sample size: get_length(final_pred)={get_length(final_pred)} "
f"vs. get_length(test_X)={get_length(test_X)}"
)

# check scores.csv
Expand Down