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dataInputFormat.py
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dataInputFormat.py
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import sys
from readFinalDataset import FinalT20DataSet
rfd = FinalT20DataSet()
class LabelledDataInputFormatter:
def __init__(self):
self.our_venues = {'Team1_Away': 129, 'Team1_Home': 130, 'Team1_Neutral': 131, 'Team2_Away': 132,
'Team2_Home': 133, 'Team2_Neutral': 134}
self.our_innings = {'Team1_1Inning': 125, 'Team1_2Inning': 126, 'Team2_1Inning': 127, 'Team2_2Inning': 128}
self.our_grounds = {}
self.ourTeams_2 = {}
self.our_teams_1 = {}
def hash_all_inputs(self):
self.hashing_team1()
self.hashing_team2()
self.hashing_grounds()
self.hashing_innings()
self.hashing_venue()
def hashing_team1(self):
rfd.read_t20_labelled_data_set()
for i, teams in enumerate(list(rfd.t20_data_set.columns)):
if i == 16:
break
team_name = str(teams)
team_name = team_name.split("Team 1_", 1)[-1]
self.our_teams_1[team_name] = i
def hashing_team2(self):
rfd.read_t20_labelled_data_set()
for i, teams in enumerate(list(rfd.t20_data_set.columns)):
if i < 16:
continue
if i == 32:
break
team_name = str(teams)
team_name = team_name.split("Team 2_", 1)[-1]
self.ourTeams_2[team_name] = i
def hashing_grounds(self):
rfd.read_t20_labelled_data_set()
for i, grounds in enumerate(list(rfd.t20_data_set.columns)):
if i < 32:
continue
if i == 125:
break
ground_name = str(grounds)
ground_name = ground_name.split("Ground_", 1)[-1]
self.our_grounds[ground_name] = i
def hashing_innings(self):
pass
def hashing_venue(self):
pass
class CategoricalDataInputFormatter:
def __init__(self):
self.winnerIndex = {}
self.our_venues = {'Team1_Away': 129, 'Team1_Home': 130, 'Team1_Neutral': 131, 'Team2_Away': 132,
'Team2_Home': 133, 'Team2_Neutral': 134}
self.our_innings = {'Team1_1Inning': 125, 'Team1_2Inning': 126, 'Team2_1Inning': 127, 'Team2_2Inning': 128}
self.our_grounds = {}
self.ourTeams_1 = {}
self.ourTeams_2 = {}
def hash_all(self):
self.hashing_team1()
self.hashing_team2()
self.hashing_grounds()
self.hashing_innings()
self.hashing_venue()
self.hashing_target_winners()
def hashing_team1(self):
rfd.read_t20_categorical_data_set()
for i, teams in enumerate(list(rfd.t20_data_set.columns)):
if i == 16:
break
team_name = str(teams)
team_name = team_name.split("Team 1_", 1)[-1]
self.ourTeams_1[team_name] = i
def hashing_team2(self):
rfd.read_t20_categorical_data_set()
for i, teams in enumerate(list(rfd.t20_data_set.columns)):
if i < 16:
continue
if i == 32:
break
team_name = str(teams)
team_name = team_name.split("Team 2_", 1)[-1]
self.ourTeams_2[team_name] = i
def hashing_grounds(self):
rfd.read_t20_categorical_data_set()
for i, grounds in enumerate(list(rfd.t20_data_set.columns)):
if i < 32:
continue
if i == 125:
break
ground_name = str(grounds)
ground_name = ground_name.split("Ground_", 1)[-1]
self.our_grounds[ground_name] = i
def hashing_innings(self):
pass
def hashing_venue(self):
pass
def hashing_target_winners(self):
rfd.read_t20_categorical_data_set()
counter = 0
for i, teams in enumerate(list(rfd.t20_data_set.columns)):
if i < 135:
continue
team_name = str(teams)
team_name = team_name.split("Winner_", 1)[-1]
self.winnerIndex[team_name] = counter
counter += 1