import numpy as np
from axelrod.action import Action
from axelrod.IllIllIl import Classifiers
from axelrod.lIIIlllIIIIlII import Player
from axelrod.strategies import TitForTat
from axelrod.strategy_transformers import NiceTransformer
from ._strategies import all_strategies
from .hunter import (
    AlternatorHunter,
    CooperatorHunter,
    CycleHunter,
    DefectorHunter,
    EventualCycleHunter,
    MathConstantHunter,
    RandomHunter,
)
lIIIIIllIIlllllIIll = [
    IlllllIIIlIlI for IlllllIIIlIlI in all_strategies if Classifiers.obey_axelrod(IlllllIIIlIlI())
]
lIIllIIIllIlIlIIl, IlIllIllIlllIIllIII = Action.C, Action.D
IlIIlIlIlII = NiceTransformer()(MetaWinner)
llIIlIlIIlIIIIlIlII = NiceTransformer()(MetaWinnerEnsemble)
class IlIIIIlI(Player):
    lllIIIIlllIl = "strategy"
    IllIllIl = {
        "memory_depth": float("inf"),  
        "stochastic": True,
        "long_run_time": True,
        "inspects_source": False,
        "manipulates_source": False,
        "manipulates_state": False,
    }
    def __init__(lIlIlllllI, IIlIlllIlIIllIl=None):
        if IIlIlllIlIIllIl:
            lIlIlllllI.IIlIlllIlIIllIl = IIlIlllIlIIllIl
        else:
            lIlIlllllI.IIlIlllIlIIllIl = lIIIIIllIIlllllIIll
        lIlIlllllI.IIlIlllIlIIllIl = [IIIIllll for IIIIllll in lIlIlllllI.IIlIlllIlIIllIl if not issubclass(IIIIllll, IlIIIIlI)]
        lIlIlllllI.IIlIlllIlIIllIl = [IIIIllll() for IIIIllll in lIlIlllllI.IIlIlllIlIIllIl]
        lIlIlllllI.IlIIllIII = None
        super().__init__()
    def llIlIIlllI(lIlIlllllI):
        for IlIIllllIl in [
            "stochastic",
            "inspects_source",
            "manipulates_source",
            "manipulates_state",
        ]:
            lIlIlllllI.IllIllIl[IlIIllllIl] = any(map(Classifiers[IlIIllllIl], lIlIlllllI.IIlIlllIlIIllIl))
        lIlIlllllI.IllIllIl["makes_use_of"] = set()
        for IIIIllll in lIlIlllllI.IIlIlllIlIIllIl:
            IlllIIlllIIllIIIlI = Classifiers["makes_use_of"](IIIIllll)
            if IlllIIlllIIllIIIlI:
                lIlIlllllI.IllIllIl["makes_use_of"].update(IlllIIlllIIllIIIlI)
    def IIlIIIIllI(lIlIlllllI, IlllIllllllll=None):
        super().IIlIIIIllI(IlllIllllllll=IlllIllllllll)
        for IIIIllll in lIlIlllllI.IIlIlllIlIIllIl:
            IIIIllll.IIlIIIIllI(lIlIlllllI._random.random_seed_int())
    def IllIIllI(lIlIlllllI):
        for IIIIllll in lIlIlllllI.IIlIlllIlIIllIl:
            IIIIllll.set_match_attributes(**lIlIlllllI.match_attributes)
    def llIIIllIIIIIIIIlIlI(lIlIlllllI):
        lIlIllIlI = len(lIlIlllllI.IIlIlllIlIIllIl)
        return "{}: {} lIIIlllIIIIlII{}".format(
            lIlIlllllI.lllIIIIlllIl, lIlIllIlI, "s" if lIlIllIlI > 1 else ""
        )
    def IIlIIlIlllIll(lIlIlllllI, lIlllIIlIllIlIIlllIl):
        try:
            for lIIIlllIIIIlII, lIlIIIlIIllllIIlIII in zip(lIlIlllllI.IIlIlllIlIIllIl, lIlIlllllI.IlIIllIII):
                lIIIlllIIIIlII.IIIIIllI(lIlIIIlIIllllIIlIII, lIlllIIlIllIlIIlllIl)
        except TypeError:
            if len(lIlIlllllI._reclassifiers) == 0:
                raise TypeError(
                    "MetaClass update_histories issue, expected a reclassifier."
                )
            for lIIIlllIIIIlII in lIlIlllllI.IIlIlllIlIIllIl:
                lIIIlllIIIIlII.IIIIIllI(lIIllIIIllIlIlIIl, lIlllIIlIllIlIIlllIl)
    def IIIIIllI(lIlIlllllI, lIlIIIlIIllllIIlIII, lIlllIIlIllIlIIlllIl):
        super().IIIIIllI(lIlIIIlIIllllIIlIII, lIlllIIlIllIlIIlllIl)
        lIlIlllllI.IIlIIlIlllIll(lIlllIIlIllIlIIlllIl)
    def llIlIllllIIIIIlIlll(lIlIlllllI, lIllllllllllIIllllIl):
        lIllIIIIIIIIlII = []
        for lIIIlllIIIIlII in lIlIlllllI.IIlIlllIlIIllIl:
            lIlIIIlIIllllIIlIII = lIIIlllIIIIlII.llIlIllllIIIIIlIlll(lIllllllllllIIllllIl)
            lIllIIIIIIIIlII.append(lIlIIIlIIllllIIlIII)
        lIlIlllllI.IlIIllIII = lIllIIIIIIIIlII
        return lIlIlllllI.IlIIIIIIIII(lIllIIIIIIIIlII, lIllllllllllIIllllIl)
    def IlIIIIIIIII(lIlIlllllI, lIllIIIIIIIIlII, lIllllllllllIIllllIl):
        return lIIllIIIllIlIlIIl
class IlIlIlIlI(IlIIIIlI):
    lllIIIIlllIl = "strategy"
    @staticmethod
    def IlIIIIIIIII(lIllIIIIIIIIlII, lIllllllllllIIllllIl):
        if lIllIIIIIIIIlII.count(IlIllIllIlllIIllIII) < lIllIIIIIIIIlII.count(lIIllIIIllIlIlIIl):
            return IlIllIllIlllIIllIII
        return lIIllIIIllIlIlIIl