@@ -70,10 +70,8 @@ def _load_phenotype_data(
7070 df_pheno ["sample_set" ] = sample_set
7171 phenotype_dfs .append (df_pheno )
7272
73- except Exception as e :
74- warnings .warn (
75- f"Unexpected error loading phenotype data for { sample_set } : { e } "
76- )
73+ except (KeyError , FileNotFoundError , IOError ) as e :
74+ warnings .warn (f"Error loading phenotype data for { sample_set } : { e } " )
7775 continue
7876
7977 if not phenotype_dfs :
@@ -307,11 +305,6 @@ def _create_phenotype_dataset(
307305 except ValueError as e :
308306 warnings .warn (f"Value error in variant data merging: { e } " )
309307 return ds
310- except Exception as e :
311- warnings .warn (
312- f"Unexpected error selecting/merging variant data: { e } "
313- )
314- return ds
315308
316309 return ds
317310
@@ -346,11 +339,7 @@ def phenotype_data(
346339 return pd .DataFrame ()
347340
348341 # 3. Get sample metadata for all samples that have phenotype data
349- try :
350- df_metadata = self .sample_metadata (sample_sets = sample_sets_norm )
351- except Exception as e :
352- warnings .warn (f"Error fetching sample metadata: { e } " )
353- return pd .DataFrame ()
342+ df_metadata = self .sample_metadata (sample_sets = sample_sets_norm )
354343
355344 if df_metadata .empty :
356345 warnings .warn ("No sample metadata found for samples with phenotype data" )
@@ -373,8 +362,8 @@ def phenotype_data(
373362 df_merged = df_merged .query (
374363 sample_query , ** (sample_query_options or {})
375364 )
376- except Exception as e :
377- warnings .warn (f"Error applying sample_query '{ sample_query } ': { e } " )
365+ except ( pd . errors . UndefinedVariableError , SyntaxError ) as e :
366+ warnings .warn (f"Invalid sample_query '{ sample_query } ': { e } " )
378367 return pd .DataFrame ()
379368
380369 # 6. Apply cohort filtering
@@ -494,7 +483,7 @@ def phenotype_sample_sets(self) -> List[str]:
494483
495484 if self ._fs .exists (phenotype_path ):
496485 phenotype_sample_sets .append (sample_set )
497- except Exception :
486+ except ( KeyError , FileNotFoundError ) :
498487 continue
499488
500489 return phenotype_sample_sets
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