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fix: refine details (#979)

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* feat: add parquet preview and extract common DataFrame preview logic

* refactor: improve error messages, prompts, regex, and session loading

* lint
This commit is contained in:
you-n-g
2025-06-23 10:38:27 +08:00
committed by GitHub
parent a4206e99b2
commit b60f5fc506
8 changed files with 62 additions and 26 deletions
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rdagent/components/coder/data_science/pipeline/eval.py
+3 -7
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@@ -74,13 +74,13 @@ class PipelineCoSTEEREvaluator(CoSTEEREvaluator):
# Check model names (index)
if not score_df.index.is_unique:
score_check_text += "\n[Error] The score dataframe contains duplicate model names."
score_check_text += "\n[Error] The file 'scores.csv' contains duplicate model names."
score_ret_code = 1
if "ensemble" not in model_set_in_scores:
score_check_text += "\n[Error] The score dataframe doesn't contain the ensemble model."
score_check_text += "\n[Error] The file 'scores.csv' doesn't contain the ensemble model."
score_ret_code = 1
if score_ret_code != 0:
score_check_text += f"The score_df is:\n{score_df}"
score_check_text += f"The dataframe in file 'scores.csv' is:\n{score_df}"
# Check metric name (columns)
if score_df.columns.tolist() != [self.scen.metric_name]:
@@ -125,10 +125,6 @@ class PipelineCoSTEEREvaluator(CoSTEEREvaluator):
)
stdout += "\n" + submission_check_out
eda_output = implementation.file_dict.get("EDA.md", None)
eda_output = implementation.file_dict.get("EDA.md", None)
if not isinstance(implementation, FBWorkspace):
eda_output = None
else: