17 lines
574 B
Python
17 lines
574 B
Python
"""Quick verification of cleanup"""
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import pandas as pd
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from pathlib import Path
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BASE_DIR = Path(__file__).resolve().parent.parent
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df = pd.read_excel(BASE_DIR / "data" / "merged_personas.xlsx", engine='openpyxl')
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print("Final merged_personas.xlsx:")
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print(f" Rows: {len(df)}")
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print(f" Columns: {len(df.columns)}")
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db_cols = [c for c in df.columns if '_DB' in str(c)]
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print(f" DB columns remaining: {len(db_cols)}")
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if db_cols:
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print(f" Remaining: {db_cols}")
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print(f" StudentCPID unique: {df['StudentCPID'].nunique()}/{len(df)}")
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print("✅ Cleanup verified")
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