class SingleTeamPattern(AllPattern):
name = ImmutableProperty('SingleTeam')
selected_team = None
@property
def team_1(self):
if self.selected_team: return [self.selected_team]
return ["FaZe"]
@property
def team_2(self):
return CsGoRank.cs_mid_tier
#return ["NiP", "Complexity", "Astralis", "ENCE", "Natus Vincere", "Spirit", "Heretics", "BIG",
# "G2", "FaZe", "mousesports", "fnatic", "Vitality", "MAD Lions", "GODSENT", "Dignitas"]
#return ["OG", "Alliance", "Ninjas in Pyjamas", "Virtus.pro", "HellRaisers", "Nigma",
# "Team Liquid", "FlyToMoon", "Natus Vincere", "ViKin.gg", "VP.Prodigy"]
#return ["PSG.LGD", "Vici Gaming", "INVICTUS GAMING",
# "Royal Never Give Up", "Team Aster", "EHOME", "CDEC "]
@functools.lru_cache(maxsize=None)
def get_teams(self) -> Tuple[set, set]:
teams_1, teams_2 = self.team_1, self.team_2
#for season in self.dataset.get_seasons(self.season):
# points_table = season.get_table(metric='points')
# #teams_2.extend(list(points_table)[0:30])
return set(teams_1), set(teams_2)
class AllPattern(ScoringPattern):
name = ImmutableProperty('All')
@property
def team_1(self):
return {
'attack': {
'min': 0.1,
'max': 5
},
'defence': {
'min': 0.1,
'max': 5
}
}
@property
def team_2(self):
return {
'attack': {
'min': 0.1,
'max': 5
},
'defence': {
'min': 0.1,
'max': 5
}
}
class StrongVsAveragePattern(ScoringPattern):
name = ImmutableProperty('StrongVsAverage')
@property
def team_1(self):
return {
'attack': {
'min': 1.9,
'max': 1.75
},
'defence': {
'min': 0.9,
'max': 1.75
}
}
@property
def team_2(self):
return {
'attack': {
'min': 1.3,
'max': 1.9
},
'defence': {
'min': 1.0,
'max': 1.6
}
}
class WeakDefWithWeakDefPattern(ScoringPattern):
name = ImmutableProperty('WeakDefWithWeakDef')
@property
def team_1(self):
return {
'attack': {
'min': 0.8,
'max': 1.65
},
'defence': {
'min': 0.0,
'max': 1.3
}
}
@property
def team_2(self):
return {
'attack': {
'min': 0.0,
'max': 1.3
},
'defence': {
'min': 1.3,
'max': 1.9
}
}
class StrongAttVsStrongDefPattern(ScoringPattern):
name = ImmutableProperty('StrongAttVsWeakDef')
@property
def team_1(self):
return {
'attack': {
'min': 1.0,
'max': 1.7
},
'defence': {
'min': 1.1,
'max': 2.0
}
}
@property
def team_2(self):
return {
'attack': {
'min': 0.8,
'max': 1.5
},
'defence': {
'min': 0.8,
'max': 1.5
}
}
class StrongWithStrongPattern(ScoringPattern):
name = ImmutableProperty('StrongWithStrong')
@property
def team_1(self):
return {
'attack': {
'min': 0.0,
'max': 1.3
},
'defence': {
'min': 1.2,
'max': 1.93
}
}
@property
def team_2(self):
return {
'attack': {
'min': 1.55,
'max': 2.5
},
'defence': {
'min': 0.7,
'max': 1.55
}
}
class StrongWithWeakPattern(ScoringPattern):
name = ImmutableProperty('StrongWithWeak')
@property
def team_1(self):
return {
'attack': {
'min': 1.4,
'max': 3.1
},
'defence': {
'min': 0.0,
'max': 0.9
}
}
@property
def team_2(self):
return {
'attack': {
'min': 1.1,
'max': 2.0
},
'defence': {
'min': 1.0,
'max': 1.7
}
}
class TopLeagueVsRestPattern(LeagueStrengthPattern):
name = ImmutableProperty('TopLeagueVsRest')
@property
def team_1(self):
return {'strength': {'min': 0, 'max': 0}}
@property
def team_2(self):
return {'strength': {'min': 1, 'max': 2}}
class MidweekGamesPattern(AllPattern):
name = ImmutableProperty('MidweekGames')
def get_games(self, games_to_test: int, dataset: list = None):
teams_1, teams_2 = self.get_teams()
if not dataset: dataset = self.dataset.observations
midweek = filter(lambda g: self.str_to_datetime(g).\
weekday() < 5, dataset)
return super().get_games(games_to_test, midweek)
class MidtableVsMidtablePattern(StandingsPattern):
name = ImmutableProperty('MidtableVsMidtable')
@property
def team_1(self):
return {'standings': {'min': 0, 'max': 3}}
@property
def team_2(self):
return {'standings': {'min': 3, 'max': 6}}
class LeadersVsMidtablePattern(StandingsPattern):
name = ImmutableProperty('LeadersVsMidtable')
@property
def team_1(self):
return {'standings': {'min': 5, 'max': 11}}
@property
def team_2(self):
return {'standings': {'min': 2, 'max': 5}}
class LeadersVsDogsPattern(StandingsPattern):
name = ImmutableProperty('LeadersVsDogs')
@property
def team_1(self):
return {'standings': {'min': 12, 'max': 17}}
@property
def team_2(self):
return {'standings': {'min': 12, 'max': 16}}
class EventsPattern(AllPattern):
name = ImmutableProperty('MidweekGames')
def is_major_event(self, g):
return g.Event.startswith(
('ESL One', 'StarLadder ImbaTV', 'Dota Summit', 'EPICENTER Major',
'MDL Chengdu Major'))
def get_games(self, games_to_test: int, dataset: list = None):
teams_1, teams_2 = self.get_teams()
if not dataset: dataset = self.dataset.observations
games = filter(lambda g: self.is_major_event(g), dataset)
return super().get_games(games_to_test, games)
class MLSWestConfPattern(MLSConfPattern):
name = ImmutableProperty('MLSWestConf')
team_1 = property(lambda self: 'LA Lakers')
team_2 = property(lambda self: self.team_1)
class MLSEastConfPattern(MLSConfPattern):
name = ImmutableProperty('MLSEastConf')
team_1 = property(lambda self: 'DC United')
team_2 = property(lambda self: self.team_1)
