import random, itertools
from collections import defaultdict, Counter
# ─────────────── 로스터 ───────────────
# team, player, Speed, Cornering, Explosive acceleration, Driving skill
ROSTER = [
# === aespa ===
("aespa","카리나",75,65,80,60), ("aespa","지젤",50,55,65,55),
("aespa","윈터",70,75,50,75), ("aespa","닝닝",70,65,60,70),
# === IVE ===
("IVE","안유진",70,60,70,65), ("IVE","가을",60,65,55,45),
("IVE","레이",55,55,60,55), ("IVE","장원영",80,55,70,50),
("IVE","리즈",65,50,60,70), ("IVE","이서",60,55,65,55),
# === NewJeans ===
("NewJeans","민지",70,70,65,45), ("NewJeans","하니",65,75,65,60),
("NewJeans","다니엘",55,65,55,55), ("NewJeans","해린",75,75,60,50),
("NewJeans","혜인",50,60,55,55),
# === LE SSERAFIM ===
("LE SSERAFIM","김채원",60,75,60,70), ("LE SSERAFIM","사쿠라",55,55,65,50),
("LE SSERAFIM","허윤진",60,55,55,65), ("LE SSERAFIM","카즈하",65,75,70,45),
("LE SSERAFIM","홍은채",65,65,60,40),
# === (G)I-dle ===
("i-dle","미연",75,60,65,70), ("i-dle","민니",65,55,65,70),
("i-dle","소연",45,55,50,75), ("i-dle","우기",65,65,60,65),
("i-dle","슈화",60,55,65,60),
# === fromis_9 ===
("fromis_9","송하영",55,75,60,70), ("fromis_9","박지원",70,55,50,80),
("fromis_9","이채영",70,60,70,55), ("fromis_9","이나경",75,60,60,60),
("fromis_9","백지헌",65,55,75,40),
# === ITZY ===
("ITZY","유나",75,70,80,55), ("ITZY","예지",65,75,60,65),
("ITZY","리아",60,45,60,70), ("ITZY","채령",45,75,65,60),
("ITZY","류진",60,70,60,60),
# === NMIXX ===
("NMIXX","릴리",55,55,55,80), ("NMIXX","해원",60,65,50,70),
("NMIXX","설윤",80,60,65,65), ("NMIXX","배이",60,55,70,55),
("NMIXX","지우",70,70,55,60), ("NMIXX","규진",60,75,60,55),
# === KISS OF LIFE ===
("KISS OF LIFE","쥴리",50,70,70,65), ("KISS OF LIFE","벨",70,65,65,70),
("KISS OF LIFE","나띠",60,75,75,65), ("KISS OF LIFE","하늘",65,60,60,65),
# === ILLIT ===
("ILLIT","윤아",55,60,55,60), ("ILLIT","민주",75,60,60,65),
("ILLIT","모카",60,65,55,55), ("ILLIT","원희",65,60,55,55),
("ILLIT","이로하",60,75,60,50),
# === STAYC ===
("STAYC","수민",50,60,50,50), ("STAYC","시은",45,50,60,65),
("STAYC","아이사",60,65,75,55), ("STAYC","세은",65,50,55,50),
("STAYC","윤",65,60,60,60), ("STAYC","재이",65,55,65,50),
# === Hearts2Hearts ===
("Hearts2Hearts","이안",75,65,50,55), ("Hearts2Hearts","지우",60,70,70,55),
("Hearts2Hearts","스텔라",50,55,60,65), ("Hearts2Hearts","유하",65,70,55,65),
("Hearts2Hearts","주은",45,70,50,55),
# === KiiiKiii ===
("KiiiKiii","이솔",65,60,60,55), ("KiiiKiii","수이",60,70,60,55),
("KiiiKiii","지유",55,55,55,70), ("KiiiKiii","하음",65,65,60,60),
("KiiiKiii","키야",55,70,65,55),
# === H1-KEY ===
("H1-KEY","서이",70,65,65,65), ("H1-KEY","리이나",70,60,70,60),
("H1-KEY","휘서",60,70,60,70), ("H1-KEY","옐",60,55,85,55),
# === BABYMONSTER ===
("BABYMONSTER","루카",50,75,65,50), ("BABYMONSTER","라미",45,60,60,70),
("BABYMONSTER","로라",65,60,60,65), ("BABYMONSTER","아현",70,70,65,75),
("BABYMONSTER","아사",65,70,65,55), ("BABYMONSTER","파리타",60,55,75,60),
# === FIFTY FIFTY ===
("FIFTY FIFTY","키나",55,55,55,60), ("FIFTY FIFTY","문샤넬",60,50,50,75),
("FIFTY FIFTY","예원",55,55,55,65), ("FIFTY FIFTY","하나",65,75,65,55),
# === MEOVV ===
("MEOVV","수인",60,70,65,55), ("MEOVV","가원",40,60,65,70),
("MEOVV","안나",75,65,60,55), ("MEOVV","나린",60,65,60,60),
("MEOVV","엘라",60,60,55,55),
# === tripleS ===
("tripleS","김채연",60,55,75,55),
("tripleS","김유연",70,35,60,40), ("tripleS","김나경",65,65,60,60),
("tripleS","신위",70,55,65,60), ("tripleS","이지우",65,65,70,65),
# === Kep1er ===
("Kep1er","최유진",55,60,60,60), ("Kep1er","샤오팅",65,70,65,50),
("Kep1er","김채현",60,65,60,70), ("Kep1er","김다연",55,75,55,55),
("Kep1er","휴닝바히에",50,55,60,55),
# === QWER ===
("QWER","마젠타",50,40,60,35), ("QWER","쵸단",65,50,65,45),
("QWER","시연",55,55,60,70), ("QWER","히나",55,45,60,40),
# === RESCENE ===
("RESCENE","원이",65,55,60,60), ("RESCENE","리브",60,60,60,55),
("RESCENE","미나미",50,65,55,70), ("RESCENE","메이",60,55,55,55),
("RESCENE","제나",60,55,65,55),
# === LIGHTSUM ===
("LIGHTSUM","상아",55,55,55,55), ("LIGHTSUM","초원",55,60,80,75),
("LIGHTSUM","나영",60,65,60,70), ("LIGHTSUM","히나",60,50,50,45),
("LIGHTSUM","주현",55,70,60,60), ("LIGHTSUM","유정",55,55,55,55),
# === izna ===
("izna","코코",60,70,60,50), ("izna","마이",50,55,55,50),
("izna","윤지윤",55,55,60,60), ("izna","유사랑",65,65,60,55),
("izna","방지민",60,65,60,55), ("izna","정세비",65,65,70,55),
# === OH MY GIRL ===
("OHMYGIRL","효정",50,55,60,60), ("OHMYGIRL","미미",40,70,55,55),
("OHMYGIRL","유아",65,75,50,55), ("OHMYGIRL","승희",50,60,55,60),
("OHMYGIRL","아린",65,55,70,55),
# === ARTMS ===
("ARTMS","진솔",55,60,60,50), ("ARTMS","하슬",50,50,50,65),
("ARTMS","김립",55,60,60,60), ("ARTMS","희진",70,65,60,55),
("ARTMS","최리",60,60,55,50),
# === PURPLE KISS ===
("PURPLEKISS","고은",55,50,50,65), ("PURPLEKISS","도시",50,65,55,45),
("PURPLEKISS","유키",55,60,50,45), ("PURPLEKISS","채인",55,60,55,60),
# === EVERGLOW ===
("EVERGLOW","EU",55,60,60,45), ("EVERGLOW","시현",60,55,60,60),
("EVERGLOW","미아",55,60,60,60), ("EVERGLOW","아이샤",55,55,60,45),
("EVERGLOW","이런",70,55,55,50),
# === Dreamcatcher ===
("Dreamcatcher","지유",65,55,60,55), ("Dreamcatcher","수아",50,65,60,50),
("Dreamcatcher","시연",50,50,50,70), ("Dreamcatcher","유현",50,50,50,65),
("Dreamcatcher","다미",45,60,60,45),
# === Weeekly ===
("Weeekly","수진",50,55,50,55), ("Weeekly","소은",55,50,50,60),
("Weeekly","재희",65,50,50,45), ("Weeekly","지한",65,60,55,65),
("Weeekly","조아",55,50,50,45),
# === BDC ===
("BDC","이현",65,65,65,65), ("BDC","쿠미",60,60,60,50),
("BDC","미아",55,60,55,60), ("BDC","베니",45,70,60,50),
]
EAST = ["IVE","fromis_9","BABYMONSTER","OHMYGIRL","LE SSERAFIM",
"STAYC","Hearts2Hearts","ILLIT","H1-KEY","LIGHTSUM",
"izna","PURPLEKISS","MEOVV","Dreamcatcher","QWER"]
WEST = ["NMIXX","ITZY","aespa","i-dle","NewJeans",
"KISS OF LIFE","KiiiKiii","tripleS","RESCENE","ARTMS",
"EVERGLOW","Kep1er","BDC","Weeekly","FIFTY FIFTY"]
TEAMS = EAST + WEST
TEAM_PLAYERS = defaultdict(list)
for row in ROSTER:
TEAM_PLAYERS[row[0]].append(row)
SCALE_SEC = 1.0
BASE_CONST = 88.0
BASE_SLOPE = 1.5
MIN_RECORD = 70.0
def war_to_lap(leader_war: float, player_war: float) -> float:
base = BASE_CONST - (leader_war - 6.0) * BASE_SLOPE
if base < MIN_RECORD:
base = MIN_RECORD
return base + (leader_war - player_war) * SCALE_SEC
def sec2time(sec: float) -> str:
m, s = divmod(sec, 60)
return f"{int(m)}:{s:06.3f}"
player_stats = defaultdict(lambda: {
'team':'', 'conf':'',
'sets':0, 'pt':0.0,
'lap_sum':0.0, 'rank_sum':0.0
})
fast_laps = []
def lin_map(x,a=20,b=80,y0=0,y1=1):
return y0 + (x-a)*(y1-y0)/(b-a)
def jitter(v,p=0):
return v * random.uniform(1-p,1+p)
# ─────────────── 2) 팀/선수 덤핑 세팅 (Medium) ───────────────
TEAM_DUMPING_RANGE = 0.05 # 팀 ±5%
PLAYER_DUMPING_RANGE = 0.08 # 선수 ±8%
team_dumping = {t: random.uniform(-TEAM_DUMPING_RANGE, TEAM_DUMPING_RANGE) for t in TEAMS}
player_dumping = {}
for t in TEAMS:
players = [p for p in TEAM_PLAYERS[t]]
dumping_players = random.sample(players, k=random.randint(1,3)) # 1~3명 랜덤
for p in players:
if p in dumping_players:
player_dumping[p[1]] = random.uniform(-PLAYER_DUMPING_RANGE, PLAYER_DUMPING_RANGE)
else:
player_dumping[p[1]] = 0.0
# ─────────────── 3) 시즌 시뮬 (덤핑 적용) ───────────────
def sim_season(players, pa=650, seed=None):
if seed is not None: random.seed(seed)
out=[]
for tm,pl,c,g,h,e in players:
team_df = team_dumping[tm]
player_df = player_dumping[pl]
# 덤핑 적용
c = c * (1+team_df) * (1+player_df)
g = g * (1+team_df) * (1+player_df)
h = h * (1+team_df) * (1+player_df)
e = e * (1+team_df) * (1+player_df)
avg=jitter(lin_map(c, y0=.200, y1=.330))
bb =jitter(lin_map(e, y0=.04 , y1=.15))
hr =jitter(lin_map(h, y0=.005, y1=.06))
db =jitter(lin_map(g, y0=.03 , y1=.09))
tp =jitter(lin_map(g, y0=.002, y1=.010))
BB=int(bb*pa); AB=pa-BB
HR=int(hr*AB); DB=int(db*AB); TP=int(tp*AB)
H =int(avg*AB); S=max(0, H-DB-TP-HR)
TB=S+2*DB+3*TP+4*HR
wRC=int(((1.2*(H+BB)/pa)/.330 + (0.8*TB/AB)/.370 - 1)*100)
WAR=round((wRC-100)/10*pa/650,1)
out.append((tm,pl,WAR))
return sorted(out, key=lambda x:x[2], reverse=True)
POINT=[25,18,15,12,10,8,6,4,2,1]
def play_set(A,B,seed=None,game_no=0):
global fast_laps, player_stats
res = sim_season(TEAM_PLAYERS[A] + TEAM_PLAYERS[B], seed=seed)
leader_war = res[0][2]
sc = Counter({A:0,B:0})
for idx,(tm,pl,war) in enumerate(res):
lap = war_to_lap(leader_war, war)
rk = idx + 1
ps = player_stats[pl]
ps['team'] = tm
ps['conf'] = 'E' if tm in EAST else 'W'
ps['sets'] += 1
ps['lap_sum'] += lap
ps['rank_sum'] += rk
if idx < 6:
gain = POINT[idx]
ps['pt'] += gain
sc[tm] += gain
fast_laps.append((lap, tm, pl, A, B, game_no))
return (A if sc[A] > sc[B] else B), sc
def play_bo3(A,B,seed=None,game_no=0):
w = Counter({A:0,B:0}); nxt = seed
while max(w.values()) < 2:
winner,_ = play_set(A,B,seed=nxt,game_no=game_no)
w[winner]+=1
if seed is not None: nxt += 1
return w
def make_schedule():
games=[]
for conf in (EAST, WEST):
for a,b in itertools.combinations(conf,2):
games += [(a,b),(a,b)]
for i,a in enumerate(EAST):
for j,b in enumerate(WEST):
if i==j: continue
games.append((a,b))
return games
SCHEDULE = make_schedule()
def run_league(seed_base=None):
tbl={t:{'W':0,'L':0,'SF':0,'SA':0} for t in TEAMS}
seed = seed_base
game_no = 1
for A,B in SCHEDULE:
wins = play_bo3(A,B,seed=seed,game_no=game_no)
tbl[A]['SF']+=wins[A]; tbl[A]['SA']+=wins[B]
tbl[B]['SF']+=wins[B]; tbl[B]['SA']+=wins[A]
if wins[A]>wins[B]: tbl[A]['W']+=1; tbl[B]['L']+=1
else: tbl[B]['W']+=1; tbl[A]['L']+=1
game_no += 1
if seed_base is not None: seed += 3
return tbl
def rank(conf,tbl):
return sorted([(t,tbl[t]) for t in conf],
key=lambda x:(-x[1]['W'], -(x[1]['SF']-x[1]['SA'])))
def run():
league = run_league()
print("\n=== EAST CONFERENCE ===")
print("Rank Team W L SetDiff")
for i,(t,s) in enumerate(rank(EAST, league),1):
diff = s['SF']-s['SA']
print(f"{i:2d} {t:15} {s['W']:2d} {s['L']:2d} {diff:+3d}")
print("\n=== WEST CONFERENCE ===")
print("Rank Team W L SetDiff")
for i,(t,s) in enumerate(rank(WEST, league),1):
diff = s['SF']-s['SA']
print(f"{i:2d} {t:15} {s['W']:2d} {s['L']:2d} {diff:+3d}")
sets_per_team = league[EAST[0]]['W'] + league[EAST[0]]['L']
print(f"\n(팀당 경기 수: {sets_per_team} G)")
top5 = sorted(fast_laps, key=lambda x: x[0])[:5]
print("\n=== FASTEST LAPS (Top 5) ===")
print("Rank Lap Player Team Versus")
for i,(lap, tm, pl, a, b, gno) in enumerate(top5,1):
print(f"{i:2d} {sec2time(lap):>8} {pl:14} {tm:6} {a} vs {b}")
perfs = []
for pl, st in player_stats.items():
sets = st['sets']
perfs.append({
'player': pl,
'team': st['team'],
'conf': st['conf'],
'avg_pt': st['pt']/sets,
'avg_lap': st['lap_sum']/sets,
'avg_rk': st['rank_sum']/sets
})
def top30(metric, higher_is_better):
return sorted(perfs, key=lambda x: (-x[metric] if higher_is_better else x[metric]))[:30]
def print_top(metric,label,higher):
for conf_code,title in (('E','East'),('W','West')):
print(f"\n=== {label} – Top 30 ({title}) ===")
ranker = top30(metric,higher)
idx=1
for p in ranker:
if p['conf']!=conf_code: continue
if metric=='avg_lap':
val = sec2time(p['avg_lap'])
else:
val = f"{p[metric]:5.2f}"
print(f"{idx:2d} {p['player']:14} {p['team']:10} {val}")
idx+=1
if idx>30: break
print_top('avg_pt','AVG POINTS / SET',True)
print_top('avg_lap','AVG LAP TIME',False)
print_top('avg_rk','AVG RANK',False)
run()
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