from collections import OrderedDict
from typing import Dict, Union
from axelrod.IIlllIllIIIll import Action, actions_to_str
from axelrod.player import Player
IIlllIIIIlII = Union[int, float]
IIlllIlllIlIIIlIIIlI, llllIlIlIIll = Action.C, Action.D
class IllIIIIll(Player):
    lIlIIllllllIl = "strategy"
    IlllIIllIIllIllIllI = {
        "memory_depth": float("inf"),  
        "stochastic": True,
        "long_run_time": False,
        "inspects_source": False,
        "manipulates_source": False,
        "manipulates_state": False,
    }
    IllllIIllIII = 0.9
    IlIlIlllIlIIllllI = 0.9
    IIlllllIllIIIII = 0.1
    IllIlIlI = 12
    def __init__(lllllllIlll) -> None:
        super().__init__()
        lllllllIlll.IlllIIllIIllIllIllI["stochastic"] = True
        lllllllIlll.IIlIlIII = None  
        lllllllIlll.llllIllllIIlIllI = None  
        lllllllIlll.IIllIlIlllIIIll = 0
        lllllllIlll.IlllIIIlIlll = OrderedDict({"": OrderedDict(zip([IIlllIlllIlIIIlIIIlI, llllIlIlIIll], [0, 0]))})
        lllllllIlll.IIIllIIIl = OrderedDict({"": 0})
        lllllllIlll.llllIlIIIlllIlll = ""
    def IlIllIllIIIIIll(lllllllIlll):
        (lllIlllIIIlIlIllIllI, llIllllI, lIlIlIll, lIlIIlIIlIIIIIlI) = lllllllIlll.match_attributes["game"].RPST()
        lllllllIlll.IIIllIlIlllllI = {IIlllIlllIlIIIlIIIlI: {IIlllIlllIlIIIlIIIlI: lllIlllIIIlIlIllIllI, llllIlIlIIll: lIlIlIll}, llllIlIlIIll: {IIlllIlllIlIIIlIIIlI: lIlIIlIIlIIIIIlI, llllIlIlIIll: llIllllI}}
    def llIllIlI(lllllllIlll, lIIIllIl: Player) -> Action:
        if len(lllllllIlll.history) == 0:
            lllllllIlll.IIlIlIII = lllllllIlll._random.random_choice()
            lllllllIlll.llllIllllIIlIllI = lllllllIlll.IIlIlIII
        lIIlIIlIllllllIIlIl = lllllllIlll.IIllllIIlIII(lIIIllIl)
        IIlIlIIlIIllllI = lllllllIlll.lIllIIllllllIIllII(lIIIllIl)
        if lIIlIIlIllllllIIlIl not in lllllllIlll.IlllIIIlIlll:
            lllllllIlll.IlllIIIlIlll[lIIlIIlIllllllIIlIl] = OrderedDict(zip([IIlllIlllIlIIIlIIIlI, llllIlIlIIll], [0, 0]))
            lllllllIlll.IIIllIIIl[lIIlIIlIllllllIIlIl] = 0
        lllllllIlll.IIIllIII(
            lllllllIlll.llllIlIIIlllIlll, lIIlIIlIllllllIIlIl, lllllllIlll.IIlIlIII, IIlIlIIlIIllllI
        )
        IIlllIllIIIll = lllllllIlll.IlIlIllIIlIIlllII(lIIlIIlIllllllIIlIl)
        lllllllIlll.llllIlIIIlllIlll = lIIlIIlIllllllIIlIl
        lllllllIlll.IIlIlIII = IIlllIllIIIll
        return IIlllIllIIIll
    def IlIlIllIIlIIlllII(lllllllIlll, lIIlIIlIllllllIIlIl: str) -> Action:
        IIllllIlIIIII = lllllllIlll._random.random()
        IllIIllI = 1.0 - lllllllIlll.IIlllllIllIIIII
        if IIllllIlIIIII < IllIIllI:
            return max(lllllllIlll.IlllIIIlIlll[lIIlIIlIllllllIIlIl], key=lambda x: lllllllIlll.IlllIIIlIlll[lIIlIIlIllllllIIlIl][x])
        return lllllllIlll._random.random_choice()
    def IIllllIIlIII(lllllllIlll, lIIIllIl: Player) -> str:
        IIlllIIlI = "{:.1f}".format(lIIIllIl.cooperations)
        IIIlIllIlI = actions_to_str(lIIIllIl.history[-lllllllIlll.IllIlIlI :])
        return IIIlIllIlI + IIlllIIlI
    def IIIllIII(
        lllllllIlll, llllIlIIIlllIlll: str, lIIlIIlIllllllIIlIl: str, IIlllIllIIIll: Action, IIlIlIIlIIllllI
    ):
        lllllllIlll.IlllIIIlIlll[llllIlIIIlllIlll][IIlllIllIIIll] = (1.0 - lllllllIlll.IllllIIllIII) * lllllllIlll.IlllIIIlIlll[
            llllIlIIIlllIlll
        ][IIlllIllIIIll] + lllllllIlll.IllllIIllIII * (
            IIlIlIIlIIllllI + lllllllIlll.IlIlIlllIlIIllllI * lllllllIlll.IIIllIIIl[lIIlIIlIllllllIIlIl]
        )
        lllllllIlll.IIIllIIIl[llllIlIIIlllIlll] = max(lllllllIlll.IlllIIIlIlll[llllIlIIIlllIlll].values())
    def lIllIIllllllIIllII(
        lllllllIlll, lIIIllIl: Player
    ) -> Dict[Action, Dict[Action, IIlllIIIIlII]]:
        if len(lIIIllIl.history) == 0:
            IIIllllIlIIll = lllllllIlll._random.random_choice()
        else:
            IIIllllIlIIll = lIIIllIl.history[-1]
        return lllllllIlll.IIIllIlIlllllI[lllllllIlll.IIlIlIII][IIIllllIlIIll]
class llIIllIIIllI(IllIIIIll):
    lIlIIllllllIl = "strategy"
    IllllIIllIII = 0.9
    IlIlIlllIlIIllllI = 0.1