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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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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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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