## $Id: fix_import_file.py 8522 2012-05-25 20:45:24Z henrik $ ## ## Copyright (C) 2012 Uli Fouquet & Henrik Bettermann ## This program is free software; you can redistribute it and/or modify ## it under the terms of the GNU General Public License as published by ## the Free Software Foundation; either version 2 of the License, or ## (at your option) any later version. ## ## This program is distributed in the hope that it will be useful, ## but WITHOUT ANY WARRANTY; without even the implied warranty of ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the ## GNU General Public License for more details. ## ## You should have received a copy of the GNU General Public License ## along with this program; if not, write to the Free Software ## Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA ## """ Fix exports from old SRP portal to make them importable by current portal. Usage: Change into this directory, set the options below (files are assumed to be in the same directory) and then run python fix_import_file.py Errors/warnings will be displayed on the shell, the output will be put into the specified output file. """ import csv import datetime import re import sys ## ## CONFIGURATION SECTION ## # keys are fieldnames in input file, values are methods of class # Converter (see below) OPTIONS = { 'student_id': 'student_id', 'sex': 'gender', 'birthday': 'date', 'request_date': 'datetime', 'marit_stat': 'marit_stat', 'session': 'session', 'entry_session': 'session', 'current_session': 'session', 'session_id': 'session', 'entry_mode': 'mode', 'reg_state': 'reg_state', 'password': 'password', 'phone': 'phone', 'nationality': 'nationality', 'level': 'level', 'start_level': 'level', 'end_level': 'level', 'level_id': 'level', 'current_level': 'level', 'semester': 'semester', 'application_category': 'application_category', 'lga': 'lga', 'order_id': 'no_int', } # Mapping input file colnames --> output file colnames COLNAME_MAPPING = { # base data 'reg_state': 'state', 'jamb_reg_no': 'reg_number', 'matric_no': 'matric_number', 'birthday': 'date_of_birth', 'clr_ac_pin': 'clr_code', # study course 'study_course': 'certificate', # study level 'session': 'level_session', 'verdict': 'level_verdict', # course ticket 'level_id': 'level', 'core_or_elective': 'mandatory', # payment ticket 'order_id': 'p_id', 'status': 'p_state', 'category': 'p_category', 'resp_pay_reference': 'r_pay_reference', 'resp_desc': 'r_desc', 'resp_approved_amount': 'r_amount_approved', 'item': 'p_item', 'amount': 'amount_auth', 'resp_card_num': 'r_card_num', 'resp_code': 'r_code', 'date': 'creation_date', 'surcharge': 'surcharge_1', 'session_id': 'p_session', } # Mapping input state --> output state REGSTATE_MAPPING = { 'student_created': 'created', 'admitted': 'admitted', 'objection_raised': 'clearance started', 'clearance_pin_entered': 'clearance started', 'clearance_requested': 'clearance requested', 'cleared_and_validated': 'cleared', 'school_fee_paid': 'school fee paid', 'returning': 'returning', 'courses_registered': 'courses registered', 'courses_validated': 'courses validated', } ## ## END OF CONFIG ## # Look for the first sequence of numbers RE_PHONE = re.compile('[^\d]*(\d*)[^\d]*') def convert_fieldnames(fieldnames): """Replace input fieldnames by fieldnames of COLNAME_MAPPING. """ header = dict([(name, name) for name in fieldnames]) for in_name, out_name in COLNAME_MAPPING.items(): if in_name not in header: continue header[in_name] = out_name return header class Converters(): """Converters to turn old-style values into new ones. """ @classmethod def student_id(self, value): """ 'A123456' --> 'EA123456' """ if len(value) == 7: return 'E' + value return value @classmethod def reg_state(self, value): """ 'courses_validated' --> 'courses validated' """ return REGSTATE_MAPPING.get(value,value) @classmethod def level(self, value): """ '000' --> '10' """ try: number = int(value) except ValueError: return 9999 if number == 0: return 10 return number @classmethod def semester(self, value): """ '0' --> '9' """ try: number = int(value) except ValueError: return 9999 if number == 0: return 9 return number @classmethod def application_category(self, value): """ '' --> 'no' """ if value == '': return 'no' return value @classmethod def lga(self, value): """ Remove apostrophe """ if value == 'akwa_ibom_uru_offong_oruko': return 'akwa_ibom_urue-offong-oruko' try: value = value.replace("'","") value = value.lower() except: return '' return value @classmethod def session(self, value): """ '08' --> '2008' '2008/2009' --> '2008' """ if '/' in value: numbers = value.split('/') number = int(numbers[0]) if number in range(2000,2015): return number else: return 9999 try: number = int(value) except ValueError: #import pdb; pdb.set_trace() return 9999 if number < 14: return number + 2000 elif number in range(2000,2015): return number else: return 9999 @classmethod def marit_stat(self, value): """ 'True'/'False' --> 'married'/'unmarried' """ if value in ('True','married'): value = 'married' elif value in ('False','unmarried'): value = 'unmarried' else: value = '' return value @classmethod def gender(self, value): """ 'True'/'False' --> 'f'/'m' """ if value in ('True','f'): value = 'f' elif value in ('False','m'): value = 'm' else: value = '' return value @classmethod def date(self, value): """ 'yyyy/mm/dd' --> 'yyyy-mm-dd' """ if value == "None": value = "" elif value == "": value = "" else: value = value.replace('/', '-') # We add the hash symbol to avoid automatic date transformation # in Excel and Calc for further processing value += '#' return value @classmethod def no_int(self, value): """ Add hash. """ # We add the hash symbol to avoid automatic number transformation # in Excel and Calc for further processing value += '#' return value @classmethod def datetime(self, value): """ 'yyyy/mm/dd' --> 'yyyy-mm-dd' """ #print "IN: ", value if value == "None": value = "" elif value == "": value = "" else: #value = datetime.datetime.strptime(value, '%Y/%m/%d') #value = datetime.datetime.strftime(value, '%Y-%m-%d') pass #print "OUT: ", value return value @classmethod def mode(self, value): if value == "transfer_fulltime": return "transfer_ft" if value == "ume_ft": return "utme_ft" return value @classmethod def password(self, value): if value == "not set": return "" return value @classmethod def nationality(self, value): if value == "nigeria": return "NG" return value @classmethod def phone(self, value): """ '- asd' -> '--' Dashes and slashes are removed before looking for sequences of numbers. """ value = value.replace('-', '') value = value.replace('/', '') match = RE_PHONE.match(value) phone = match.groups()[0] value = '-%s' % phone return value def main(): input_file = '%s' % sys.argv[1] output_file = '%s_edited.csv' % sys.argv[1].split('.')[0] reader = csv.DictReader(open(input_file, 'rb')) writer = None for num, row in enumerate(reader): if num == 0: writer = csv.DictWriter(open(output_file, 'wb'), reader.fieldnames) print "FIELDS: " for x, y in enumerate(reader.fieldnames): print x, y header = convert_fieldnames(reader.fieldnames) writer.writerow(header) for key, value in row.items(): if not key in OPTIONS.keys(): continue conv_name = OPTIONS[key] converter = getattr(Converters, conv_name, None) if converter is None: print "WARNING: cannot find converter %s" % conv_name continue row[key] = converter(row[key]) try: writer.writerow(row) except: print row['student_id'] print "Output written to %s" % output_file if __name__ == '__main__': if len(sys.argv) != 2: print 'Usage: %s ' % __file__ sys.exit(1) main()