James McCool commited on
Commit
8ee4831
·
1 Parent(s): 067a5e7

Add debug print statements in 'load_ss_file.py' to log NaN counts after replacing 0 with NaN, enhancing data validation during file loading.

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Files changed (1) hide show
  1. global_func/load_ss_file.py +4 -1
global_func/load_ss_file.py CHANGED
@@ -105,8 +105,11 @@ def load_ss_file(lineups, csv_file, site_var, type_var, sport_var):
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  print(lineups_df.dtypes)
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  print("Any NaN values in original data:")
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  print(lineups_df.isna().sum())
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-
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  lineups_df = lineups_df.replace(0, np.nan)
 
 
 
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  elif clean_name.endswith(('.xls', '.xlsx')):
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  lineups_df = pd.read_excel(lineups)
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  lineups_df = lineups_df.replace(0, np.nan)
 
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  print(lineups_df.dtypes)
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  print("Any NaN values in original data:")
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  print(lineups_df.isna().sum())
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+
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  lineups_df = lineups_df.replace(0, np.nan)
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+ # Debug: Check after replacing 0 with NaN
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+ print(f"After replacing 0 with NaN - NaN count:")
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+ print(lineups_df.isna().sum())
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  elif clean_name.endswith(('.xls', '.xlsx')):
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  lineups_df = pd.read_excel(lineups)
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  lineups_df = lineups_df.replace(0, np.nan)