





from queue import Queue
from typing import TYPE_CHECKING, Optional


if TYPE_CHECKING:
		from ..models.auto import AutoTokenizer


class 			lowercase				:



						"""simple docstring"""

						def 		__UpperCAmelCase       (    self			:		Optional[Any] ,				lowerCamelCase_			:		Optional[int]					):





										'''simple docstring'''







										raise NotImplementedError()







						def 		__UpperCAmelCase       (    self			:		Any					):





										'''simple docstring'''







										raise NotImplementedError()



class 			lowercase				(							a_     ):



						"""simple docstring"""

						def __init__(    self			:		Union[str, Any] ,				lowerCamelCase_			:		int ,				lowerCamelCase_			:		Tuple = False ,				**lowerCamelCase_			:		Optional[Any]					):





										'''simple docstring'''







										_snake_case :			Tuple  						=   tokenizer
										_snake_case :			Optional[int]  						=   skip_prompt
										_snake_case :			Tuple  						=   decode_kwargs

										# variables used in the streaming process
										_snake_case :			Dict  						=   []
										_snake_case :			Dict  						=   0
										_snake_case :			Optional[Any]  						=   True







						def 		__UpperCAmelCase       (    self			:		List[str] ,				lowerCamelCase_			:		List[str]					):





										'''simple docstring'''







										if len(value.shape					) > 1 and value.shape[0] > 1:
														raise ValueError('TextStreamer only supports batch size 1'					)
										elif len(value.shape					) > 1:
														_snake_case :			Dict  						=   value[0]

										if self.skip_prompt and self.next_tokens_are_prompt:
														_snake_case :			Dict  						=   False
														return

										# Add the new token to the cache and decodes the entire thing.
										self.token_cache.extend(value.tolist()					)
										_snake_case :			Dict  						=   self.tokenizer.decode(self.token_cache ,				**self.decode_kwargs					)

										# After the symbol for a new line, we flush the cache.
										if text.endswith('\n'					):
														_snake_case :			Tuple  						=   text[self.print_len :]
														_snake_case :			str  						=   []
														_snake_case :			Optional[int]  						=   0
										# If the last token is a CJK character, we print the characters.
										elif len(lowerCamelCase_					) > 0 and self._is_chinese_char(ord(text[-1]					)					):
														_snake_case :			Union[str, Any]  						=   text[self.print_len :]
														self.print_len += len(lowerCamelCase_					)
										# Otherwise, prints until the last space char (simple heuristic to avoid printing incomplete words,
										# which may change with the subsequent token -- there are probably smarter ways to do this!)
										else:
														_snake_case :			str  						=   text[self.print_len : text.rfind(' '					) + 1]
														self.print_len += len(lowerCamelCase_					)

										self.on_finalized_text(lowerCamelCase_					)







						def 		__UpperCAmelCase       (    self			:		int					):





										'''simple docstring'''







										if len(self.token_cache					) > 0:
														_snake_case :			Any  						=   self.tokenizer.decode(self.token_cache ,				**self.decode_kwargs					)
														_snake_case :			Union[str, Any]  						=   text[self.print_len :]
														_snake_case :			int  						=   []
														_snake_case :			str  						=   0
										else:
														_snake_case :			Any  						=   ''

										_snake_case :			Optional[int]  						=   True
										self.on_finalized_text(lowerCamelCase_ ,				stream_end=lowerCamelCase_					)







						def 		__UpperCAmelCase       (    self			:		Tuple ,				lowerCamelCase_			:		str ,				lowerCamelCase_			:		int = False					):





										'''simple docstring'''







										print(lowerCamelCase_ ,				flush=lowerCamelCase_ ,				end='' if not stream_end else None					)







						def 		__UpperCAmelCase       (    self			:		Tuple ,				lowerCamelCase_			:		List[str]					):





										'''simple docstring'''







										if (
										    (cp >= 0x4_e00 and cp <= 0x9_fff)
										    or (cp >= 0x3_400 and cp <= 0x4_dbf)  #
										    or (cp >= 0x20_000 and cp <= 0x2a_6df)  #
										    or (cp >= 0x2a_700 and cp <= 0x2b_73f)  #
										    or (cp >= 0x2b_740 and cp <= 0x2b_81f)  #
										    or (cp >= 0x2b_820 and cp <= 0x2c_eaf)  #
										    or (cp >= 0xf_900 and cp <= 0xf_aff)
										    or (cp >= 0x2f_800 and cp <= 0x2f_a1f)  #
										):  #
														return True

										return False



class 			lowercase				(							a_     ):



						"""simple docstring"""

						def __init__(    self			:		str ,				lowerCamelCase_			:		Optional[int] ,				lowerCamelCase_			:		List[str] = False ,				lowerCamelCase_			:		List[str] = None ,				**lowerCamelCase_			:		Union[str, Any]					):





										'''simple docstring'''







										super().__init__(lowerCamelCase_ ,				lowerCamelCase_ ,				**lowerCamelCase_					)
										_snake_case :			Optional[int]  						=   Queue()
										_snake_case :			Union[str, Any]  						=   None
										_snake_case :			int  						=   timeout







						def 		__UpperCAmelCase       (    self			:		Any ,				lowerCamelCase_			:		Tuple ,				lowerCamelCase_			:		int = False					):





										'''simple docstring'''







										self.text_queue.put(lowerCamelCase_ ,				timeout=self.timeout					)
										if stream_end:
														self.text_queue.put(self.stop_signal ,				timeout=self.timeout					)







						def __iter__(    self			:		Dict					):





										'''simple docstring'''







										return self







						def 		__UpperCAmelCase       (    self			:		str					):





										'''simple docstring'''







										_snake_case :			Optional[int]  						=   self.text_queue.get(timeout=self.timeout					)
										if value == self.stop_signal:
														raise StopIteration()
										else:
														return value












import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


lowercase_		:				Optional[Any]				=						pytest.mark.integration

@pytest.mark.parametrize('path'	,			['paws', 'csv'] )
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase ):
				inspect_dataset(__lowerCAmelCase	,			__lowerCAmelCase )
				_snake_case :			str  						=   path + '.py'
				assert script_name in os.listdir(__lowerCAmelCase )
				assert "__pycache__" not in os.listdir(__lowerCAmelCase )

@pytest.mark.filterwarnings('ignore:inspect_metric is deprecated:FutureWarning' )
@pytest.mark.filterwarnings('ignore:metric_module_factory is deprecated:FutureWarning' )
@pytest.mark.parametrize('path'	,			['accuracy'] )
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase ):
				inspect_metric(__lowerCAmelCase	,			__lowerCAmelCase )
				_snake_case :			Tuple  						=   path + '.py'
				assert script_name in os.listdir(__lowerCAmelCase )
				assert "__pycache__" not in os.listdir(__lowerCAmelCase )

@pytest.mark.parametrize(
    'path, config_name, expected_splits'	,			[
        ('squad', 'plain_text', ['train', 'validation']),
        ('dalle-mini/wit', 'dalle-mini--wit', ['train']),
        ('paws', 'labeled_final', ['train', 'test', 'validation']),
    ]	,			)
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase	,			__lowerCAmelCase ):
				_snake_case :			Union[str, Any]  						=   get_dataset_config_info(__lowerCAmelCase	,			config_name=__lowerCAmelCase )
				assert info.config_name == config_name
				assert list(info.splits.keys() ) == expected_splits

@pytest.mark.parametrize(
    'path, config_name, expected_exception'	,			[
        ('paws', None, ValueError),
    ]	,			)
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase	,			__lowerCAmelCase ):
				with pytest.raises(__lowerCAmelCase ):
								get_dataset_config_info(__lowerCAmelCase	,			config_name=__lowerCAmelCase )

@pytest.mark.parametrize(
    'path, expected'	,			[
        ('squad', 'plain_text'),
        ('acronym_identification', 'default'),
        ('lhoestq/squad', 'plain_text'),
        ('lhoestq/test', 'default'),
        ('lhoestq/demo1', 'lhoestq--demo1'),
        ('dalle-mini/wit', 'dalle-mini--wit'),
    ]	,			)
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase ):
				_snake_case :			Optional[Any]  						=   get_dataset_config_names(__lowerCAmelCase )
				assert expected in config_names

@pytest.mark.parametrize(
    'path, expected_configs, expected_splits_in_first_config'	,			[
        ('squad', ['plain_text'], ['train', 'validation']),
        ('dalle-mini/wit', ['dalle-mini--wit'], ['train']),
        ('paws', ['labeled_final', 'labeled_swap', 'unlabeled_final'], ['train', 'test', 'validation']),
    ]	,			)
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase	,			__lowerCAmelCase ):
				_snake_case :			List[Any]  						=   get_dataset_infos(__lowerCAmelCase )
				assert list(infos.keys() ) == expected_configs
				_snake_case :			Any  						=   expected_configs[0]
				assert expected_config in infos
				_snake_case :			str  						=   infos[expected_config]
				assert info.config_name == expected_config
				assert list(info.splits.keys() ) == expected_splits_in_first_config

@pytest.mark.parametrize(
    'path, expected_config, expected_splits'	,			[
        ('squad', 'plain_text', ['train', 'validation']),
        ('dalle-mini/wit', 'dalle-mini--wit', ['train']),
        ('paws', 'labeled_final', ['train', 'test', 'validation']),
    ]	,			)
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase	,			__lowerCAmelCase ):
				_snake_case :			Any  						=   get_dataset_infos(__lowerCAmelCase )
				assert expected_config in infos
				_snake_case :			Any  						=   infos[expected_config]
				assert info.config_name == expected_config
				assert list(info.splits.keys() ) == expected_splits

@pytest.mark.parametrize(
    'path, config_name, expected_exception'	,			[
        ('paws', None, ValueError),
    ]	,			)
def       A__(		__lowerCAmelCase	,			__lowerCAmelCase	,			__lowerCAmelCase ):
				with pytest.raises(__lowerCAmelCase ):
								get_dataset_split_names(__lowerCAmelCase	,			config_name=__lowerCAmelCase )






