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bdd.py
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# -*- coding: utf-8 -*-
"""
Created on Fri Oct 10 14:28:49 2014
@author: Gaspard, Thomas, Arnaud
"""
import csv
def getWriter(csvFile, fields):
w = csv.DictWriter(csvFile, fields,
restval='?', extrasaction='raise', delimiter='|')
w.writeheader()
return w
def getMatchWriter(csvFile):
return getWriter(csvFile, match_field_names)
def writeMatch(writer, match):
writer.writerow(match)
def writeTournament(writer, tournament):
writer.writerows(tournament)
def getDictReader(csvFile):
return csv.DictReader(csvFile, restval='?', delimiter='|')
def getReader(csvFile):
return [ e for e in getDictReader(csvFile) ]
match_field_names = [
'IDTournament',
'Year',
'Duration',
'Timestamp',
'Draw',
'Indoor',
'Surface',
'TournamentPrize',
'IDPlayer',
'IDOpponent',
'Win',
'RoundNumber',
'TournamentStart',
'TournamentEnd',
'TournamentCategory',
'Scores',
'WinnerScores',
'LoserScores',
'TieBreakScores',
'Retirement',
'Aces',
'BreakPointsConverted',
'BreakPointsConvertedTotal',
'BreakPointsSaved',
'BreakPointsSavedTotal',
'DoubleFaults',
'FirstServe',
'FirstServePointsWon',
'FirstServePointsWonTotal',
'FirstServeReturnPointsWon',
'FirstServeReturnPointsWonTotal',
'FirstServeTotal',
'ReturnGamesPlayed',
'SecondServePointsWon',
'SecondServePointsWonTotal',
'SecondServeReturnPointsWon',
'SecondServeReturnPointsWonTotal',
'ServiceGamesPlayed',
'TotalPointsWon',
'TotalPointsWonTotal',
'TotalReturnPointsWon',
'TotalReturnPointsWonTotal',
'TotalServicePointsWon',
'TotalServicePointsWonTotal',
'p',
'r',
't',
'y'
]
match_field_names_clean = [
'IDMatch',
'IDTournament',
'Year',
'Duration',
'Timestamp',
'Draw',
'Indoor',
'Surface',
'TournamentPrize',
'TournamentCurrency',
'TournamentPrizeUSD',
'IDPlayer',
'IDOpponent',
'Win',
'RoundNumber',
'TournamentStart',
'TournamentEnd',
'TournamentCategory',
'Scores',
'WinnerScores',
'LoserScores',
'TieBreakScores',
'NullStats',
'Retirement',
'Aces',
'BreakPointsConverted',
'BreakPointsConvertedTotal',
'BreakPointsSaved',
'BreakPointsSavedTotal',
'DoubleFaults',
'FirstServe',
'FirstServePointsWon',
'FirstServePointsWonTotal',
'FirstServeReturnPointsWon',
'FirstServeReturnPointsWonTotal',
'FirstServeTotal',
'ReturnGamesPlayed',
'SecondServePointsWon',
'SecondServePointsWonTotal',
'SecondServeReturnPointsWon',
'SecondServeReturnPointsWonTotal',
'ServiceGamesPlayed',
'TotalPointsWon',
'TotalPointsWonTotal',
'TotalReturnPointsWon',
'TotalReturnPointsWonTotal',
'TotalServicePointsWon',
'TotalServicePointsWonTotal',
'p',
'r',
't',
'y'
]
new_match_fields = ['Rank', 'Grad1Month', 'Grad3Months', 'Grad6Months',
'Grad12Months', 'Interpol6MonthsDeg2', 'Interpol6MonthsDeg3',
'Interpol12MonthsDeg2', 'Interpol12MonthsDeg3',
'RankOpponent', 'Grad1MonthOpp', 'Grad3MonthsOpp',
'Grad6MonthsOpp', 'Grad12MonthsOpp', 'Interpol6MonthsOppDeg2',
'Interpol6MonthsOppDeg3', 'Interpol12MonthsOppDeg2','Interpol12MonthsOppDeg3' ]
match_stats_field_names = [
'Duration',
'Aces',
'BreakPointsConverted',
'BreakPointsConvertedTotal',
'BreakPointsSaved',
'BreakPointsSavedTotal',
'DoubleFaults',
'FirstServe',
'FirstServePointsWon',
'FirstServePointsWonTotal',
'FirstServeReturnPointsWon',
'FirstServeReturnPointsWonTotal',
'FirstServeTotal',
'ReturnGamesPlayed',
'SecondServePointsWon',
'SecondServePointsWonTotal',
'SecondServeReturnPointsWon',
'SecondServeReturnPointsWonTotal',
'ServiceGamesPlayed',
'TotalPointsWon',
'TotalPointsWonTotal',
'TotalReturnPointsWon',
'TotalReturnPointsWonTotal',
'TotalServicePointsWon',
'TotalServicePointsWonTotal'
]
tournaments_codes_fields = ['IDTournament',
'Indoor',
'TournamentType',
'TournamentCategory', 'e', 'y' ] # Field de Sylvain
tournaments_infos_fields = [
'IDTournament',
'Tournament',
'Indoor',
'TournamentType', # Field du site [1,2,4]
'TournamentCategory', # Field de Sylvain
'Surface',
'Country',
'TournamentPrize',
'Draw',
'TournamentStart',
'TournamentEnd', 'e', 'y' ]
tournaments_infos_fields_clean = [
'IDTournament',
'Tournament',
'Indoor',
'TournamentType', # Field du site [1,2,4]
'TournamentCategory', # Field de Sylvain
'Surface',
'Country',
'TournamentPrize',
'TournamentCurrency',
'TournamentPrizeUSD',
'Draw',
'TournamentStart',
'TournamentEnd', 'e', 'y' ]
players_fields = [
'ID',
'Code',
'IDPlayer',
'DayBirth',
'MonthBirth',
'YearBirth',
'Height',
'Weight',
'RightHanded',
'TurnedPro',
'Country' ]
clean_players_fields = [
'ID',
'Code',
'IDPlayer',
'RealName',
'DayBirth',
'MonthBirth',
'YearBirth',
'Height',
'Weight',
'RightHanded',
'TurnedPro',
'Country' ]