83 lines
3.3 KiB
Python
83 lines
3.3 KiB
Python
import pandas as pd
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# Fungsi KONVERSI YANG SUDAH DIPERBAIKI
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def konversi_jawaban_fix(field_code, nilai):
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"""Fungsi konversi yang sudah diperbaiki"""
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if pd.isna(nilai) or nilai == 0 or nilai == '':
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return None
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# Convert string number to int for lookup
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original_nilai = nilai
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if isinstance(nilai, str):
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try:
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nilai = int(nilai)
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except ValueError:
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pass # Keep as string if not a number
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# Convert ke int jika float
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if isinstance(nilai, float):
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if nilai != int(nilai):
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return None
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nilai = int(nilai)
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# Convert nilai ke key yang sesuai
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nilai_key = nilai
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if isinstance(nilai, (int, float)):
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nilai_key = int(nilai)
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JAWABAN_MAPPING = {
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'F8': {1: 'Bekerja (full time/part time)', 2: 'Belum memungkinkan bekerja', 3: 'Wiraswasta', 4: 'Melanjutkan Pendidikan', 5: 'Tidak kerja tetapi sedang mencari kerja'},
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'F1101': {1: 'Instansi pemerintah', 2: 'Organisasi non-profit/Lembaga Swadaya Masyarakat', 3: 'Perusahaan swasta', 4: 'Wiraswasta/perusahaan sendiri', 5: 'Lainnya', 6: 'BUMN/BUMD', 7: 'Institusi/Organisasi Multilateral'},
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'F5c': {1: 'Founder', 2: 'Co-Founder', 3: 'Staff', 4: 'Freelance/Kerja Lepas'},
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}
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KOMPETENSI_LEVEL = {1: 'Sangat Rendah', 2: 'Rendah', 3: 'Netral', 4: 'Tinggi', 5: 'Sangat Tinggi'}
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METODE_LEVEL = {1: 'Sangat Besar', 2: 'Besar', 3: 'Cukup Besar', 4: 'Kurang', 5: 'Tidak Sama Sekali'}
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YA_TIDAK = {0: 'Tidak', 1: 'Ya'}
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if field_code in ['F1761', 'F1762', 'F1763', 'F1764', 'F1765', 'F1766', 'F1767', 'F1768', 'F1769', 'F1770', 'F1771', 'F1772', 'F1773', 'F1774']:
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return KOMPETENSI_LEVEL.get(nilai_key)
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if field_code in ['F21', 'F22', 'F23', 'F24', 'F25', 'F26', 'F27']:
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return METODE_LEVEL.get(nilai_key)
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if field_code in ['F401', 'F402', 'F403', 'F404', 'F405', 'F406', 'F407', 'F408', 'F409', 'F410', 'F411', 'F412', 'F413', 'F414', 'F415', 'F416']:
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return YA_TIDAK.get(nilai_key)
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if field_code in ['F1603', 'F1604', 'F1605', 'F1606', 'F1607', 'F1608', 'F1609', 'F1610', 'F1611', 'F1612', 'F1613']:
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return YA_TIDAK.get(nilai_key)
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if field_code in JAWABAN_MAPPING:
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return JAWABAN_MAPPING[field_code].get(nilai_key)
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if isinstance(original_nilai, (int, float)):
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return original_nilai
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return original_nilai
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# TEST
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print('=== TEST FUNGSI KONVERSI YANG SUDAH DIPERBAIKI ===')
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print()
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test_cases = [
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('F8', '1', 'Status: Bekerja'),
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('F8', '3', 'Status: Wiraswasta'),
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('F1101', '3', 'Jenis: Perusahaan swasta'),
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('F1101', '7', 'Jenis: Institusi/Organisasi Multilateral'),
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('F5c', '3', 'Jabatan: Staff'),
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('F5c', '1', 'Jabatan: Founder'),
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('F5b', 'Al irsyad al islamiyyah jember', 'Nama Perusahaan (TEXT)'),
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('F1761', 4, 'Kompetensi: Tinggi'),
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('F401', '1', 'Cari kerja via internet: Ya'),
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]
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all_passed = True
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for field_code, nilai, description in test_cases:
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result = konversi_jawaban_fix(field_code, nilai)
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status = '✓' if result is not None else '✗'
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print(f'{status} {description}')
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print(f' Input: {repr(nilai)} -> Output: {repr(result)}')
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if result is None:
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all_passed = False
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print()
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print('='*50)
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if all_passed:
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print('✅ SEMUA TEST LULUS!')
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else:
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print('❌ ADA TEST YANG GAGAL!')
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