[8541] | 1 | ## $Id: prepare_jamb_file.py 8546 2012-05-29 12:24:32Z henrik $ |
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| 2 | ## |
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| 3 | ## Copyright (C) 2012 Uli Fouquet & Henrik Bettermann |
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| 4 | ## This program is free software; you can redistribute it and/or modify |
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| 5 | ## it under the terms of the GNU General Public License as published by |
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| 6 | ## the Free Software Foundation; either version 2 of the License, or |
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| 7 | ## (at your option) any later version. |
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| 8 | ## |
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| 9 | ## This program is distributed in the hope that it will be useful, |
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| 10 | ## but WITHOUT ANY WARRANTY; without even the implied warranty of |
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| 11 | ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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| 12 | ## GNU General Public License for more details. |
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| 13 | ## |
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| 14 | ## You should have received a copy of the GNU General Public License |
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| 15 | ## along with this program; if not, write to the Free Software |
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| 16 | ## Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA |
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| 17 | ## |
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| 18 | """ |
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| 19 | """ |
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| 20 | import csv |
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| 21 | import datetime |
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| 22 | import re |
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| 23 | import sys |
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| 24 | |
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| 25 | ## |
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| 26 | ## CONFIGURATION SECTION |
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| 27 | ## |
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| 28 | # keys are fieldnames in input file, values are methods of class |
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| 29 | # Converter (see below) |
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| 30 | OPTIONS = { |
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| 31 | 'sex': 'gender', |
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| 32 | 'session': 'session', |
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| 33 | 'lga': 'lga', |
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| 34 | 'firstname': 'name', |
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| 35 | 'middlename': 'name', |
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| 36 | 'lastname': 'uppername', |
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| 37 | 'container_code': 'container_code', |
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| 38 | } |
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| 39 | |
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| 40 | # Mapping input file colnames --> output file colnames |
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| 41 | COLNAME_MAPPING = { |
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| 42 | 'jambscore': 'jamb_score', |
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| 43 | 'eng_score': 'jamb_subjects', |
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| 44 | } |
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| 45 | |
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| 46 | ## |
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| 47 | ## END OF CONFIG |
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| 48 | ## |
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| 49 | |
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| 50 | # Look for the first sequence of numbers |
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| 51 | RE_PHONE = re.compile('[^\d]*(\d*)[^\d]*') |
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| 52 | |
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| 53 | def convert_fieldnames(fieldnames): |
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| 54 | """Replace input fieldnames by fieldnames of COLNAME_MAPPING. |
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| 55 | """ |
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| 56 | header = dict([(name, name) for name in fieldnames]) |
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| 57 | for in_name, out_name in COLNAME_MAPPING.items(): |
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| 58 | if in_name not in header: |
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| 59 | continue |
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| 60 | header[in_name] = out_name |
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| 61 | return header |
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| 62 | |
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| 63 | def merge_subjects(row): |
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| 64 | """Merge jamb subjects and scores into one field. |
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| 65 | """ |
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| 66 | if 'eng_score' in row and 'Subj2' in row and 'Subj2Score' in row \ |
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| 67 | and 'Subj3' in row and 'Subj3Score' in row and 'Subj4' in row \ |
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| 68 | and 'Subj4Score' in row: |
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| 69 | subjectstring = "English: %s, %s: %s, %s: %s, %s: %s" |
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| 70 | row['eng_score'] = subjectstring % ( |
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| 71 | row['eng_score'], |
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| 72 | row['Subj2'], row['Subj2Score'], |
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| 73 | row['Subj3'], row['Subj3Score'], |
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| 74 | row['Subj4'], row['Subj4Score'], |
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| 75 | ) |
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| 76 | else: |
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| 77 | pass |
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| 78 | |
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| 79 | class Converters(): |
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| 80 | """Converters to turn old-style values into new ones. |
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| 81 | """ |
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| 82 | |
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| 83 | @classmethod |
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| 84 | def name(self, value): |
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| 85 | """ 'JOHN -> John' |
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| 86 | """ |
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| 87 | return value.capitalize() |
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| 88 | |
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| 89 | @classmethod |
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| 90 | def uppername(self, value): |
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| 91 | """ 'John -> JOHN' |
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| 92 | """ |
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| 93 | return value.upper() |
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| 94 | |
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| 95 | @classmethod |
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| 96 | def container_code(self, value): |
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| 97 | """ Return constant string. |
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| 98 | """ |
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| 99 | return 'putme2012' |
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| 100 | |
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| 101 | @classmethod |
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| 102 | def lga(self, value): |
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| 103 | """ |
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| 104 | """ |
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| 105 | if value == 'akwa_ibom_uru_offong_oruko': |
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| 106 | return 'akwa_ibom_urue-offong-oruko' |
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[8546] | 107 | if value == 'edo_akoko_edo': |
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| 108 | return 'edo_akoko-edo' |
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| 109 | if value == 'edo_owan_east': |
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| 110 | return 'edo_owan-east' |
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| 111 | if value == 'kogi_mopa-muro-mopi': |
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| 112 | return 'kogi_mopa-muro' |
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| 113 | if value == 'foreign': |
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| 114 | return 'foreigner' |
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[8541] | 115 | try: |
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| 116 | value = value.replace("'","") |
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| 117 | value = value.lower() |
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| 118 | except: |
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| 119 | return '' |
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| 120 | return value |
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| 121 | |
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| 122 | |
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| 123 | @classmethod |
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| 124 | def session(self, value): |
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| 125 | """ '08' --> '2008' |
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| 126 | '2008/2009' --> '2008' |
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| 127 | """ |
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| 128 | if '/' in value: |
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| 129 | numbers = value.split('/') |
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| 130 | number = int(numbers[0]) |
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| 131 | if number in range(2000,2015): |
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| 132 | return number |
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| 133 | else: |
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| 134 | return 9999 |
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| 135 | try: |
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| 136 | number = int(value) |
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| 137 | except ValueError: |
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| 138 | #import pdb; pdb.set_trace() |
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| 139 | return 9999 |
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| 140 | if number < 14: |
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| 141 | return number + 2000 |
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| 142 | elif number in range(2000,2015): |
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| 143 | return number |
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| 144 | else: |
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| 145 | return 9999 |
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| 146 | |
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| 147 | @classmethod |
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| 148 | def gender(self, value): |
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| 149 | """ 'True'/'False' --> 'f'/'m' |
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| 150 | 'F'/'M' --> 'f'/'m' |
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| 151 | """ |
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| 152 | if value in ('True','f','F'): |
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| 153 | value = 'f' |
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| 154 | elif value in ('False','m','M'): |
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| 155 | value = 'm' |
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| 156 | else: |
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| 157 | value = '' |
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| 158 | return value |
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| 159 | |
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| 160 | |
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| 161 | def main(): |
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| 162 | input_file = '%s' % sys.argv[1] |
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| 163 | output_file = '%s_edited.csv' % sys.argv[1].split('.')[0] |
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| 164 | reader = csv.DictReader(open(input_file, 'rb')) |
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| 165 | writer = None |
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| 166 | |
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| 167 | for num, row in enumerate(reader): |
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| 168 | if num == 0: |
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| 169 | writer = csv.DictWriter(open(output_file, 'wb'), reader.fieldnames) |
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| 170 | print "FIELDS: " |
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| 171 | for x, y in enumerate(reader.fieldnames): |
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| 172 | print x, y |
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| 173 | header = convert_fieldnames(reader.fieldnames) |
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| 174 | writer.writerow(header) |
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| 175 | merge_subjects(row) |
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| 176 | for key, value in row.items(): |
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| 177 | if not key in OPTIONS.keys(): |
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| 178 | continue |
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| 179 | conv_name = OPTIONS[key] |
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| 180 | converter = getattr(Converters, conv_name, None) |
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| 181 | if converter is None: |
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| 182 | print "WARNING: cannot find converter %s" % conv_name |
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| 183 | continue |
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| 184 | row[key] = converter(row[key]) |
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| 185 | try: |
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| 186 | writer.writerow(row) |
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| 187 | except: |
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| 188 | print row['reg_number'] |
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| 189 | |
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| 190 | print "Output written to %s" % output_file |
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| 191 | |
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| 192 | |
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| 193 | if __name__ == '__main__': |
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| 194 | if len(sys.argv) != 2: |
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| 195 | print 'Usage: %s <filename>' % __file__ |
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| 196 | sys.exit(1) |
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| 197 | main() |
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