import pandas as pd # # Nonprompt abc_nonprompt = pd.read_excel('hotfix_output/CNC-1A-ABC-NonPrompt-HotfixFull.xlsx') print("NonPrompt:", abc_nonprompt.shape) print(len(abc_nonprompt['Contract Name'].unique())) # Agreement Name abc_agreement = pd.read_csv('hotfix_output/CNC-1A-AgreementName-All.csv') print("Agreement Name:", abc_agreement.shape) print(len(abc_agreement['Contract Name'].unique())) # Effective Date abc_date = pd.read_csv('hotfix_output/CNC-1A-ContractEffectiveDate-All.csv') abc_date = abc_date[['Contract Name', 'Contract Effective Date_corrected']] abc_date.drop_duplicates(inplace=True) print("Effective Date:", abc_date.shape) print(len(abc_date['Contract Name'].unique())) # Term Group abc_term = pd.read_csv('hotfix_output/CNC-1A-TermGroup-All.csv') abc_term.columns = ['Contract Name', 'Term Clause_corrected', 'Contract Auto-Renewal Indicator_corrected', 'Termination Date_corrected'] print("Term Group:", abc_term.shape) print(len(abc_term['Contract Name'].unique())) # Rate rate_full = pd.read_csv('hotfix_output/CNC-1A-Rate.csv') rate_468 = pd.read_excel('hotfix_output/CNC-1A-Rate-468.xlsx') mask = ~rate_full['Contract Name'].isin(rate_468['Contract Name']) rate_full_filtered = rate_full[mask] abc_rate = pd.concat([rate_full_filtered, rate_468], ignore_index=True) abc_rate = abc_rate[['Contract Name', 'Attachment/Exhibit', 'Reimb. Methodology', 'FULL_METHODOLOGY_fixed', 'LESSER_fixed', 'RATE_STANDARD_fixed', 'RATE_SHORT_fixed', 'FLAT_FEE_STANDARD_fixed', 'LESSER_RATE_fixed', 'NOT_TO_EXCEED_fixed', 'SHORT_METHODOLOGY_fixed']] abc_rate.drop_duplicates(inplace=True) print("Rate:", abc_rate.shape) print(len(abc_rate['Contract Name'].unique())) # Merge Effective Date abc_final = pd.merge(abc_nonprompt, abc_date, how='left', on='Contract Name') print("After Date:", abc_final.shape) print(len(abc_final['Contract Name'].unique())) # Merge Rate abc_final = pd.merge(abc_nonprompt, abc_rate, how='left', on=['Contract Name', 'Attachment/Exhibit', 'Reimb. Methodology']) print("After Rate:", abc_final.shape) print(len(abc_final['Contract Name'].unique())) # Merge Agreement Name abc_final = pd.merge(abc_final, abc_agreement, how='left', on='Contract Name') print("After Agreement:", abc_final.shape) print(len(abc_final['Contract Name'].unique())) # Merge Term Group abc_final = pd.merge(abc_final, abc_term, how='left', on='Contract Name') print("After Term (Final):", abc_final.shape) print(len(abc_final['Contract Name'].unique())) print(list(abc_final.columns)) abc_final.to_excel('CNC-1A-Hotfix-Final.xlsx')