


import os
from itertools import chain
from random import randrange, shuffle

import pytest

from .sola import PokerHand

snake_case							:       Dict										=	(
    '''4S 3H 2C 7S 5H''',
    '''9D 8H 2C 6S 7H''',
    '''2D 6D 9D TH 7D''',
    '''TC 8C 2S JH 6C''',
    '''JH 8S TH AH QH''',
    '''TS KS 5S 9S AC''',
    '''KD 6S 9D TH AD''',
    '''KS 8D 4D 9S 4S''',  # pair
    '''8C 4S KH JS 4D''',  # pair
    '''QH 8H KD JH 8S''',  # pair
    '''KC 4H KS 2H 8D''',  # pair
    '''KD 4S KC 3H 8S''',  # pair
    '''AH 8S AS KC JH''',  # pair
    '''3H 4C 4H 3S 2H''',  # 2 pairs
    '''5S 5D 2C KH KH''',  # 2 pairs
    '''3C KH 5D 5S KH''',  # 2 pairs
    '''AS 3C KH AD KH''',  # 2 pairs
    '''7C 7S 3S 7H 5S''',  # 3 of a kind
    '''7C 7S KH 2H 7H''',  # 3 of a kind
    '''AC KH QH AH AS''',  # 3 of a kind
    '''2H 4D 3C AS 5S''',  # straight (low ace)
    '''3C 5C 4C 2C 6H''',  # straight
    '''6S 8S 7S 5H 9H''',  # straight
    '''JS QS 9H TS KH''',  # straight
    '''QC KH TS JS AH''',  # straight (high ace)
    '''8C 9C 5C 3C TC''',  # flush
    '''3S 8S 9S 5S KS''',  # flush
    '''4C 5C 9C 8C KC''',  # flush
    '''JH 8H AH KH QH''',  # flush
    '''3D 2H 3H 2C 2D''',  # full house
    '''2H 2C 3S 3H 3D''',  # full house
    '''KH KC 3S 3H 3D''',  # full house
    '''JC 6H JS JD JH''',  # 4 of a kind
    '''JC 7H JS JD JH''',  # 4 of a kind
    '''JC KH JS JD JH''',  # 4 of a kind
    '''2S AS 4S 5S 3S''',  # straight flush (low ace)
    '''2D 6D 3D 4D 5D''',  # straight flush
    '''5C 6C 3C 7C 4C''',  # straight flush
    '''JH 9H TH KH QH''',  # straight flush
    '''JH AH TH KH QH''',  # royal flush (high ace straight flush)
)

snake_case							:       Union[str, Any]										=	(
    ('''2H 3H 4H 5H 6H''', '''KS AS TS QS JS''', '''Loss'''),
    ('''2H 3H 4H 5H 6H''', '''AS AD AC AH JD''', '''Win'''),
    ('''AS AH 2H AD AC''', '''JS JD JC JH 3D''', '''Win'''),
    ('''2S AH 2H AS AC''', '''JS JD JC JH AD''', '''Loss'''),
    ('''2S AH 2H AS AC''', '''2H 3H 5H 6H 7H''', '''Win'''),
    ('''AS 3S 4S 8S 2S''', '''2H 3H 5H 6H 7H''', '''Win'''),
    ('''2H 3H 5H 6H 7H''', '''2S 3H 4H 5S 6C''', '''Win'''),
    ('''2S 3H 4H 5S 6C''', '''3D 4C 5H 6H 2S''', '''Tie'''),
    ('''2S 3H 4H 5S 6C''', '''AH AC 5H 6H AS''', '''Win'''),
    ('''2S 2H 4H 5S 4C''', '''AH AC 5H 6H AS''', '''Loss'''),
    ('''2S 2H 4H 5S 4C''', '''AH AC 5H 6H 7S''', '''Win'''),
    ('''6S AD 7H 4S AS''', '''AH AC 5H 6H 7S''', '''Loss'''),
    ('''2S AH 4H 5S KC''', '''AH AC 5H 6H 7S''', '''Loss'''),
    ('''2S 3H 6H 7S 9C''', '''7H 3C TH 6H 9S''', '''Loss'''),
    ('''4S 5H 6H TS AC''', '''3S 5H 6H TS AC''', '''Win'''),
    ('''2S AH 4H 5S 6C''', '''AD 4C 5H 6H 2C''', '''Tie'''),
    ('''AS AH 3H AD AC''', '''AS AH 2H AD AC''', '''Win'''),
    ('''AH AC 5H 5C QS''', '''AH AC 5H 5C KS''', '''Loss'''),
    ('''AH AC 5H 5C QS''', '''KH KC 5H 5C QS''', '''Win'''),
    ('''7C 7S KH 2H 7H''', '''3C 3S AH 2H 3H''', '''Win'''),
    ('''3C 3S AH 2H 3H''', '''7C 7S KH 2H 7H''', '''Loss'''),
    ('''6H 5H 4H 3H 2H''', '''5H 4H 3H 2H AH''', '''Win'''),
    ('''5H 4H 3H 2H AH''', '''5H 4H 3H 2H AH''', '''Tie'''),
    ('''5H 4H 3H 2H AH''', '''6H 5H 4H 3H 2H''', '''Loss'''),
    ('''AH AD KS KC AC''', '''AH KD KH AC KC''', '''Win'''),
    ('''2H 4D 3C AS 5S''', '''2H 4D 3C 6S 5S''', '''Loss'''),
    ('''2H 3S 3C 3H 2S''', '''3S 3C 2S 2H 2D''', '''Win'''),
    ('''4D 6D 5D 2D JH''', '''3S 8S 3H TC KH''', '''Loss'''),
    ('''4S 6C 8S 3S 7S''', '''AD KS 2D 7D 7C''', '''Loss'''),
    ('''6S 4C 7H 8C 3H''', '''5H JC AH 9D 9C''', '''Loss'''),
    ('''9D 9H JH TC QH''', '''3C 2S JS 5C 7H''', '''Win'''),
    ('''2H TC 8S AD 9S''', '''4H TS 7H 2C 5C''', '''Win'''),
    ('''9D 3S 2C 7S 7C''', '''JC TD 3C TC 9H''', '''Loss'''),
)

snake_case							:       Any										=	(
    ('''2H 3H 4H 5H 6H''', True),
    ('''AS AH 2H AD AC''', False),
    ('''2H 3H 5H 6H 7H''', True),
    ('''KS AS TS QS JS''', True),
    ('''8H 9H QS JS TH''', False),
    ('''AS 3S 4S 8S 2S''', True),
)

snake_case							:       int										=	(
    ('''2H 3H 4H 5H 6H''', True),
    ('''AS AH 2H AD AC''', False),
    ('''2H 3H 5H 6H 7H''', False),
    ('''KS AS TS QS JS''', True),
    ('''8H 9H QS JS TH''', True),
)

snake_case							:       Union[str, Any]										=	(
    ('''2H 4D 3C AS 5S''', True, [5, 4, 3, 2, 14]),
    ('''2H 5D 3C AS 5S''', False, [14, 5, 5, 3, 2]),
    ('''JH QD KC AS TS''', False, [14, 13, 12, 11, 10]),
    ('''9D 3S 2C 7S 7C''', False, [9, 7, 7, 3, 2]),
)

snake_case							:       Any										=	(
    ('''JH AH TH KH QH''', 0),
    ('''JH 9H TH KH QH''', 0),
    ('''JC KH JS JD JH''', 7),
    ('''KH KC 3S 3H 3D''', 6),
    ('''8C 9C 5C 3C TC''', 0),
    ('''JS QS 9H TS KH''', 0),
    ('''7C 7S KH 2H 7H''', 3),
    ('''3C KH 5D 5S KH''', 2),
    ('''QH 8H KD JH 8S''', 1),
    ('''2D 6D 9D TH 7D''', 0),
)

snake_case							:       List[Any]										=	(
    ('''JH AH TH KH QH''', 23),
    ('''JH 9H TH KH QH''', 22),
    ('''JC KH JS JD JH''', 21),
    ('''KH KC 3S 3H 3D''', 20),
    ('''8C 9C 5C 3C TC''', 19),
    ('''JS QS 9H TS KH''', 18),
    ('''7C 7S KH 2H 7H''', 17),
    ('''3C KH 5D 5S KH''', 16),
    ('''QH 8H KD JH 8S''', 15),
    ('''2D 6D 9D TH 7D''', 14),
)
def 							__lowerCamelCase		(					):




      """simple docstring"""





      a				,							a		:str									=			randrange(len(UpperCAmelCase_		)		), randrange(len(UpperCAmelCase_		)		)
      a		:List[str]									=			['''Loss''', '''Tie''', '''Win'''][(play >= oppo) + (play > oppo)]
      a				,							a		:List[Any]									=			SORTED_HANDS[play], SORTED_HANDS[oppo]
      return hand, other, expected
def 							__lowerCamelCase		(					UpperCAmelCase_		:						int = 100		):




      """simple docstring"""





      return (generate_random_hand() for _ in range(UpperCAmelCase_		))
@pytest.mark.parametrize('''hand, expected'''					,    UpperCAmelCase_		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						Dict		):




      """simple docstring"""





      assert PokerHand(UpperCAmelCase_		)._is_flush() == expected
@pytest.mark.parametrize('''hand, expected'''					,    UpperCAmelCase_		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						Dict		):




      """simple docstring"""





      assert PokerHand(UpperCAmelCase_		)._is_straight() == expected
@pytest.mark.parametrize('''hand, expected, card_values'''					,    UpperCAmelCase_		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						List[str]					,    UpperCAmelCase_		:						Optional[int]					,    UpperCAmelCase_		:						Optional[Any]		):




      """simple docstring"""





      a		:Dict									=			PokerHand(UpperCAmelCase_		)
      assert player._is_five_high_straight() == expected
      assert player._card_values == card_values
@pytest.mark.parametrize('''hand, expected'''					,    UpperCAmelCase_		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						List[str]					,    UpperCAmelCase_		:						List[Any]		):




      """simple docstring"""





      assert PokerHand(UpperCAmelCase_		)._is_same_kind() == expected
@pytest.mark.parametrize('''hand, expected'''					,    UpperCAmelCase_		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						Optional[int]					,    UpperCAmelCase_		:						Any		):




      """simple docstring"""





      assert PokerHand(UpperCAmelCase_		)._hand_type == expected
@pytest.mark.parametrize('''hand, other, expected'''					,    UpperCAmelCase_		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						List[Any]					,    UpperCAmelCase_		:						Optional[int]					,    UpperCAmelCase_		:						Any		):




      """simple docstring"""





      assert PokerHand(UpperCAmelCase_		).compare_with(PokerHand(UpperCAmelCase_		)		) == expected
@pytest.mark.parametrize('''hand, other, expected'''					,    generate_random_hands()		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						Dict					,    UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						List[str]		):




      """simple docstring"""





      assert PokerHand(UpperCAmelCase_		).compare_with(PokerHand(UpperCAmelCase_		)		) == expected
def 							__lowerCamelCase		(					):




      """simple docstring"""





      a		:List[str]									=			[PokerHand(UpperCAmelCase_		) for hand in SORTED_HANDS]
      a		:List[str]									=			poker_hands.copy()
      shuffle(UpperCAmelCase_		)
      a		:Tuple									=			chain(sorted(UpperCAmelCase_		)		)
      for index, hand in enumerate(UpperCAmelCase_		):
            assert hand == poker_hands[index]
def 							__lowerCamelCase		(					):




      """simple docstring"""





      a		:List[str]									=			[PokerHand('''2D AC 3H 4H 5S'''		), PokerHand('''2S 3H 4H 5S 6C'''		)]
      pokerhands.sort(reverse=UpperCAmelCase_		)
      assert pokerhands[0].__str__() == "2S 3H 4H 5S 6C"
def 							__lowerCamelCase		(					):




      """simple docstring"""





      a		:Union[str, Any]									=			PokerHand('''2C 4S AS 3D 5C'''		)
      a		:List[str]									=			True
      a		:Union[str, Any]									=			[5, 4, 3, 2, 14]
      for _ in range(10		):
            assert pokerhand._is_five_high_straight() == expected
            assert pokerhand._card_values == expected_card_values






def 							__lowerCamelCase		(					):




      """simple docstring"""





      a		:Optional[int]									=			0
      a		:Optional[int]									=			os.path.abspath(os.path.dirname(UpperCAmelCase_		)		)
      a		:Optional[Any]									=			os.path.join(UpperCAmelCase_					,    '''poker_hands.txt'''		)
      with open(UpperCAmelCase_		) as file_hand:
            for line in file_hand:
                  a		:int									=			line[:14].strip()
                  a		:List[Any]									=			line[15:].strip()
                  a				,							a		:Optional[Any]									=			PokerHand(UpperCAmelCase_		), PokerHand(UpperCAmelCase_		)
                  a		:int									=			player.compare_with(UpperCAmelCase_		)
                  if output == "Win":
                        answer += 1
      assert answer == 376









from dataclasses import dataclass
from typing import Optional, Tuple

import torch
from torch import nn
from transformers import RobertaPreTrainedModel, XLMRobertaConfig, XLMRobertaModel
from transformers.utils import ModelOutput







@dataclass
class 						_snake_case    ( _snake_case				):
 SCREAMING_SNAKE_CASE__ =			None
 SCREAMING_SNAKE_CASE__ =			None
 SCREAMING_SNAKE_CASE__ =			None
 SCREAMING_SNAKE_CASE__ =			None







class 						_snake_case    ( _snake_case				):




 def __init__(						self   ,    _lowerCamelCase=1   ,    _lowerCamelCase=0   ,    _lowerCamelCase=2   ,    _lowerCamelCase=512   ,    _lowerCamelCase="cls"   ,    _lowerCamelCase=False   ,    _lowerCamelCase=True   ,    **_lowerCamelCase   ,    ):
       super().__init__(pad_token_id=_lowerCamelCase   ,    bos_token_id=_lowerCamelCase   ,    eos_token_id=_lowerCamelCase   ,    **_lowerCamelCase       )
       a		:Tuple									=			project_dim
       a		:Optional[int]									=			pooler_fn
       a		:int									=			learn_encoder
       a		:int									=			use_attention_mask







class 						_snake_case    ( _snake_case				):
 SCREAMING_SNAKE_CASE__ =			[r'pooler', r'logit_scale']
 SCREAMING_SNAKE_CASE__ =			[r'position_ids', r'predictions.decoder.bias']
 SCREAMING_SNAKE_CASE__ =			'roberta'
 SCREAMING_SNAKE_CASE__ =			RobertaSeriesConfig




 def __init__(						self   ,    _lowerCamelCase       ):
       super().__init__(_lowerCamelCase       )
       a		:Tuple									=			XLMRobertaModel(_lowerCamelCase       )
       a		:Optional[Any]									=			nn.Linear(config.hidden_size   ,    config.project_dim       )
       a		:Optional[int]									=			getattr(_lowerCamelCase   ,    '''has_pre_transformation'''   ,    _lowerCamelCase       )
       if self.has_pre_transformation:
             a		:Tuple									=			nn.Linear(config.hidden_size   ,    config.project_dim       )
             a		:Union[str, Any]									=			nn.LayerNorm(config.hidden_size   ,    eps=config.layer_norm_eps       )
       self.post_init()




 def 			SCREAMING_SNAKE_CASE__							(						self   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    _lowerCamelCase = None   ,    ):
       a		:Optional[int]									=			return_dict if return_dict is not None else self.config.use_return_dict

       a		:int									=			self.base_model(
           input_ids=_lowerCamelCase   ,    attention_mask=_lowerCamelCase   ,    token_type_ids=_lowerCamelCase   ,    position_ids=_lowerCamelCase   ,    head_mask=_lowerCamelCase   ,    inputs_embeds=_lowerCamelCase   ,    encoder_hidden_states=_lowerCamelCase   ,    encoder_attention_mask=_lowerCamelCase   ,    output_attentions=_lowerCamelCase   ,    output_hidden_states=True if self.has_pre_transformation else output_hidden_states   ,    return_dict=_lowerCamelCase   ,    )

       if self.has_pre_transformation:
             a		:Optional[int]									=			outputs['''hidden_states'''][-2]
             a		:List[Any]									=			self.pre_LN(_lowerCamelCase       )
             a		:Optional[Any]									=			self.transformation_pre(_lowerCamelCase       )

             return TransformationModelOutput(
                 projection_state=_lowerCamelCase   ,    last_hidden_state=outputs.last_hidden_state   ,    hidden_states=outputs.hidden_states   ,    attentions=outputs.attentions   ,    )
       else:
             a		:List[str]									=			self.transformation(outputs.last_hidden_state       )
             return TransformationModelOutput(
                 projection_state=_lowerCamelCase   ,    last_hidden_state=outputs.last_hidden_state   ,    hidden_states=outputs.hidden_states   ,    attentions=outputs.attentions   ,    )





