1 | ## |
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2 | ## fix_import_file.py |
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3 | ## Login : <uli@pu.smp.net> |
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4 | ## Started on Wed Jan 25 17:08:30 2012 Uli Fouquet |
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5 | ## $Id$ |
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6 | ## |
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7 | ## Copyright (C) 2012 Uli Fouquet |
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8 | ## This program is free software; you can redistribute it and/or modify |
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9 | ## it under the terms of the GNU General Public License as published by |
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10 | ## the Free Software Foundation; either version 2 of the License, or |
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11 | ## (at your option) any later version. |
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12 | ## |
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13 | ## This program is distributed in the hope that it will be useful, |
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14 | ## but WITHOUT ANY WARRANTY; without even the implied warranty of |
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15 | ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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16 | ## GNU General Public License for more details. |
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17 | ## |
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18 | ## You should have received a copy of the GNU General Public License |
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19 | ## along with this program; if not, write to the Free Software |
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20 | ## Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA |
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21 | ## |
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22 | """ |
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23 | Fix exports from old SIRP portal to make them importable by current portal. |
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24 | |
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25 | Usage: |
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26 | |
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27 | Change into this directory, set the options below (files are assumed |
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28 | to be in the same directory) and then run |
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29 | |
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30 | python fix_import_file.py |
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31 | |
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32 | Errors/warnings will be displayed on the shell, the output will be put |
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33 | into the specified output file. |
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34 | """ |
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35 | |
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36 | ## |
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37 | ## CONFIGURATION SECTION |
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38 | ## |
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39 | # file with input data |
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40 | INPUT_FILE = 'students_for_reimport.csv' |
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41 | |
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42 | # file written with modified output |
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43 | OUTPUT_FILE = 'out.csv' |
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44 | |
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45 | # keys are fieldnames in input file, values are methods of class |
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46 | # Converter (see below) |
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47 | OPTIONS = { |
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48 | 'sex': 'gender', |
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49 | 'birthday': 'date', |
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50 | 'request_date': 'datetime', |
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51 | 'marit_stat': 'marit_stat', |
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52 | 'entry_session': 'session', |
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53 | 'current_session': 'session', |
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54 | } |
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55 | |
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56 | # Mapping input file colnames --> output file colnames |
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57 | COLNAME_MAPPING = { |
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58 | 'jamb_reg_no': 'reg_no', |
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59 | 'birthday': 'date_of_birth', |
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60 | } |
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61 | ## |
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62 | ## END OF CONFIG |
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63 | ## |
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64 | |
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65 | import csv |
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66 | import datetime |
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67 | import sys |
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68 | |
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69 | def convert_fieldnames(fieldnames): |
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70 | """Replace input fieldnames by fieldnames of COLNAME_MAPPING. |
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71 | """ |
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72 | header = dict([(name, name) for name in fieldnames]) |
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73 | for in_name, out_name in COLNAME_MAPPING.items(): |
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74 | if in_name not in header: |
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75 | continue |
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76 | header[in_name] = out_name |
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77 | return header |
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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 | @classmethod |
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83 | def session(self, value): |
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84 | """ '08' --> '2008' |
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85 | """ |
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86 | try: |
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87 | number = int(value) |
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88 | except ValueError: |
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89 | return 9999 |
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90 | if number < 14: |
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91 | return number + 2000 |
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92 | elif number in range(2000,2015): |
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93 | return number |
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94 | else: |
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95 | return 9999 |
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96 | |
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97 | @classmethod |
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98 | def marit_stat(self, value): |
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99 | """ 'True'/'False' --> 'married'/'unmarried' |
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100 | """ |
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101 | if value == 'True': |
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102 | value = 'married' |
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103 | elif value == 'False': |
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104 | value = 'unmarried' |
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105 | else: |
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106 | value = '' |
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107 | return value |
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108 | |
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109 | @classmethod |
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110 | def gender(self, value): |
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111 | """ 'True'/'False' --> 'female'/'male' |
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112 | """ |
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113 | if value == 'True': |
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114 | value = 'female' |
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115 | elif value == 'False': |
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116 | value = 'male' |
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117 | else: |
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118 | value = '' |
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119 | return value |
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120 | |
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121 | @classmethod |
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122 | def date(self, value): |
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123 | """ 'yyyy/mm/dd' --> 'yyyy-mm-dd' |
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124 | """ |
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125 | if value == "None": |
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126 | value = "" |
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127 | elif value == "": |
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128 | value = "" |
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129 | else: |
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130 | value = value.replace('/', '-') |
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131 | # We add the hash symbol to avoid automatic date transformation |
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132 | # in Excel and Calc for further processing |
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133 | value += '#' |
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134 | return value |
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135 | |
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136 | @classmethod |
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137 | def datetime(self, value): |
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138 | """ 'yyyy/mm/dd' --> 'yyyy-mm-dd' |
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139 | """ |
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140 | #print "IN: ", value |
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141 | if value == "None": |
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142 | value = "" |
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143 | elif value == "": |
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144 | value = "" |
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145 | else: |
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146 | #value = datetime.datetime.strptime(value, '%Y/%m/%d') |
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147 | #value = datetime.datetime.strftime(value, '%Y-%m-%d') |
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148 | pass |
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149 | #print "OUT: ", value |
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150 | return value |
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151 | |
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152 | reader = csv.DictReader(open(INPUT_FILE, 'rb')) |
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153 | writer = None |
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154 | |
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155 | for num, row in enumerate(reader): |
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156 | if num == 0: |
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157 | writer = csv.DictWriter(open(OUTPUT_FILE, 'wb'), reader.fieldnames) |
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158 | print "FIELDS: " |
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159 | for x, y in enumerate(reader.fieldnames): |
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160 | print x, y |
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161 | header = convert_fieldnames(reader.fieldnames) |
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162 | writer.writerow(header) |
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163 | for key, value in row.items(): |
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164 | if not key in OPTIONS.keys(): |
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165 | continue |
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166 | conv_name = OPTIONS[key] |
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167 | converter = getattr(Converters, conv_name, None) |
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168 | if converter is None: |
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169 | print "WARNING: cannot find converter %s" % conv_name |
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170 | continue |
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171 | row[key] = converter(row[key]) |
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172 | writer.writerow(row) |
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173 | |
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174 | print "Ouput written to %s" % OUTPUT_FILE |
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