



'''simple docstring'''





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

import pytest

from .sola import PokerHand

_UpperCamelCase											=		(
    '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)
)

_UpperCamelCase											=		(
    ('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'),
)

_UpperCamelCase											=		(
    ('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),
)

_UpperCamelCase											=		(
    ('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),
)

_UpperCamelCase											=		(
    ('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]),
)

_UpperCamelCase											=		(
    ('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),
)

_UpperCamelCase											=		(
    ('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 			a_	(				) -> Union[str, Any]:
  __lowerCamelCase			,__lowerCamelCase			:			Optional[int]       			=					randrange(len(a_			)			), randrange(len(a_			)			)
  __lowerCamelCase			:			int       			=					['Loss', 'Tie', 'Win'][(play >= oppo) + (play > oppo)]
  __lowerCamelCase			,__lowerCamelCase			:			Tuple       			=					SORTED_HANDS[play], SORTED_HANDS[oppo]
  return hand, other, expected

def 			a_	(				_lowerCAmelCase = 100			) -> Optional[Any]:
  return (generate_random_hand() for _ in range(a_			))

@pytest.mark.parametrize('hand, expected'			,a_			)
def 			a_	(				_lowerCAmelCase			,_lowerCAmelCase			) -> int:
  assert PokerHand(a_			)._is_flush() == expected

@pytest.mark.parametrize('hand, expected'			,a_			)
def 			a_	(				_lowerCAmelCase			,_lowerCAmelCase			) -> Any:
  assert PokerHand(a_			)._is_straight() == expected

@pytest.mark.parametrize('hand, expected, card_values'			,a_			)
def 			a_	(				_lowerCAmelCase			,_lowerCAmelCase			,_lowerCAmelCase			) -> str:
  __lowerCamelCase			:			List[str]       			=					PokerHand(a_			)
  assert player._is_five_high_straight() == expected
  assert player._card_values == card_values

@pytest.mark.parametrize('hand, expected'			,a_			)
def 			a_	(				_lowerCAmelCase			,_lowerCAmelCase			) -> Any:
  assert PokerHand(a_			)._is_same_kind() == expected

@pytest.mark.parametrize('hand, expected'			,a_			)
def 			a_	(				_lowerCAmelCase			,_lowerCAmelCase			) -> Any:
  assert PokerHand(a_			)._hand_type == expected

@pytest.mark.parametrize('hand, other, expected'			,a_			)
def 			a_	(				_lowerCAmelCase			,_lowerCAmelCase			,_lowerCAmelCase			) -> Union[str, Any]:
  assert PokerHand(a_			).compare_with(PokerHand(a_			)			) == expected

@pytest.mark.parametrize('hand, other, expected'			,generate_random_hands()			)
def 			a_	(				_lowerCAmelCase			,_lowerCAmelCase			,_lowerCAmelCase			) -> List[Any]:
  assert PokerHand(a_			).compare_with(PokerHand(a_			)			) == expected

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

def 			a_	(				) -> int:
  # Test that five high straights are compared correctly.
  __lowerCamelCase			:			str       			=					[PokerHand('2D AC 3H 4H 5S'			), PokerHand('2S 3H 4H 5S 6C'			)]
  pokerhands.sort(reverse=a_			)
  assert pokerhands[0].__str__() == "2S 3H 4H 5S 6C"

def 			a_	(				) -> List[str]:
  # Multiple calls to five_high_straight function should still return True
  # and shouldn't mutate the list in every call other than the first.
  __lowerCamelCase			:			Union[str, Any]       			=					PokerHand('2C 4S AS 3D 5C'			)
  __lowerCamelCase			:			Optional[int]       			=					True
  __lowerCamelCase			:			List[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 			a_	(				) -> Tuple:
  # Problem number 54 from Project Euler
  # Testing from poker_hands.txt file
  __lowerCamelCase			:			Tuple       			=					0
  __lowerCamelCase			:			List[Any]       			=					os.path.abspath(os.path.dirname(a_			)			)
  __lowerCamelCase			:			List[str]       			=					os.path.join(a_			,'poker_hands.txt'			)
  with open(a_			) as file_hand:
    for line in file_hand:
      __lowerCamelCase			:			Optional[Any]       			=					line[:14].strip()
      __lowerCamelCase			:			int       			=					line[15:].strip()
      __lowerCamelCase			,__lowerCamelCase			:			Any       			=					PokerHand(a_			), PokerHand(a_			)
      __lowerCamelCase			:			str       			=					player.compare_with(a_			)
      if output == "Win":
        answer += 1
  assert answer == 376














import os
from argparse import ArgumentParser
from typing import List

import torch.utils.data

from datasets import Dataset, IterableDataset
from datasets.distributed import split_dataset_by_node


lowercase    				=   4
lowercase    				=   3




class 					UpperCamelCase_ (     snake_case_							):



	'''simple docstring'''




	pass






def 		__UpperCAmelCase     (	a_):
							for shard in shards:
														for i in range(a_):
																					yield {"i": i, "shard": shard}





def 		__UpperCAmelCase     (	):
							snake_case_           =				int(os.environ['RANK'])
							snake_case_           =				int(os.environ['WORLD_SIZE'])

							snake_case_           =				ArgumentParser()
							parser.add_argument('--streaming'				,	type=a_)
							parser.add_argument('--local_rank'				,	type=a_)
							parser.add_argument('--num_workers'				,	type=a_				,	default=0)
							snake_case_           =				parser.parse_args()
							snake_case_           =				args.streaming
							snake_case_           =				args.num_workers

							snake_case_           =				{'shards': [f'''shard_{shard_idx}''' for shard_idx in range(a_)]}
							snake_case_           =				IterableDataset.from_generator(a_				,	gen_kwargs=a_)
							if not streaming:
														snake_case_           =				Dataset.from_list(list(a_))

							snake_case_           =				split_dataset_by_node(a_				,	rank=a_				,	world_size=a_)
							snake_case_           =				torch.utils.data.DataLoader(a_				,	num_workers=a_)

							snake_case_           =				NUM_SHARDS * NUM_ITEMS_PER_SHARD
							snake_case_           =				full_size // world_size
							expected_local_size += int(rank < (full_size % world_size))

							snake_case_           =				sum(1 for _ in dataloader)
							if local_size != expected_local_size:
														raise FailedTestError(f'''local_size {local_size} != expected_local_size {expected_local_size}''')


if __name__ == "__main__":
	main()





