
'''simple docstring'''





import unittest

from transformers import load_tool
from transformers.tools.agent_types import AGENT_TYPE_MAPPING

from .test_tools_common import ToolTesterMixin, output_types

class     a (					unittest.TestCase					,__magic_name__     ):




				def 						__snake_case				(				self						:					Optional[Any]   ):
										snake_case							:  List[str]			=     load_tool('''translation'''   )
										self.tool.setup()
										snake_case							:  Union[str, Any]			=     load_tool('''translation''',     remote=lowercase__   )




				def 						__snake_case				(				self						:					Tuple   ):
										snake_case							:  Union[str, Any]			=     self.tool('''Hey, what\'s up?''',     src_lang='''English''',     tgt_lang='''French'''   )
										self.assertEqual(lowercase__,     '''- Hé, comment ça va?'''   )




				def 						__snake_case				(				self						:					str   ):
										snake_case							:  int			=     self.remote_tool('''Hey, what\'s up?''',     src_lang='''English''',     tgt_lang='''French'''   )
										self.assertEqual(lowercase__,     '''- Hé, comment ça va?'''   )




				def 						__snake_case				(				self						:					List[str]   ):
										snake_case							:  List[Any]			=     self.tool(text='''Hey, what\'s up?''',     src_lang='''English''',     tgt_lang='''French'''   )
										self.assertEqual(lowercase__,     '''- Hé, comment ça va?'''   )




				def 						__snake_case				(				self						:					Tuple   ):
										snake_case							:  List[Any]			=     self.remote_tool(text='''Hey, what\'s up?''',     src_lang='''English''',     tgt_lang='''French'''   )
										self.assertEqual(lowercase__,     '''- Hé, comment ça va?'''   )




				def 						__snake_case				(				self						:					Optional[Any]   ):
										snake_case							:  Tuple			=     ['''Hey, what\'s up?''', '''English''', '''Spanish''']
										snake_case							:  Union[str, Any]			=     self.tool(*lowercase__   )

										# There is a single output
										if len(self.tool.outputs   ) == 1:
																snake_case							:  Union[str, Any]			=     [outputs]

										self.assertListEqual(output_types(lowercase__   ),     self.tool.outputs   )




				def 						__snake_case				(				self						:					Union[str, Any]   ):
										snake_case							:  Dict			=     ['''Hey, what\'s up?''', '''English''', '''Spanish''']
										snake_case							:  str			=     self.tool(*lowercase__   )

										if not isinstance(lowercase__,     lowercase__   ):
																snake_case							:  Dict			=     [outputs]

										self.assertEqual(len(lowercase__   ),     len(self.tool.outputs   )   )

										for output, output_type in zip(lowercase__,     self.tool.outputs   ):
																snake_case							:  int			=     AGENT_TYPE_MAPPING[output_type]
																self.assertTrue(isinstance(lowercase__,     lowercase__   )   )




				def 						__snake_case				(				self						:					Any   ):
										snake_case							:  str			=     ['''Hey, what\'s up?''', '''English''', '''Spanish''']

										snake_case							:  Any			=     []

										for _input, input_type in zip(lowercase__,     self.tool.inputs   ):
																if isinstance(lowercase__,     lowercase__   ):
																						_inputs.append([AGENT_TYPE_MAPPING[_input_type](_input   ) for _input_type in input_type]   )
																else:
																						_inputs.append(AGENT_TYPE_MAPPING[input_type](_input   )   )

        # Should not raise an error
										snake_case							:  Optional[int]			=     self.tool(*lowercase__   )

										if not isinstance(lowercase__,     lowercase__   ):
																snake_case							:  int			=     [outputs]

										self.assertEqual(len(lowercase__   ),     len(self.tool.outputs   )   )



"""simple docstring"""




from typing import Dict, List, Optional, Tuple

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


snake_case					  =						logging.get_logger(__name__)




class 	UpperCamelCase      (			__magic_name__ ):

				"""simple docstring"""



				UpperCAmelCase_							: Dict		    =							["input_ids", "attention_mask"]


				def __init__(							self						,      lowercase__="[PAD]"						,      lowercase__="[BOS]"						,      lowercase__="[EOS]"						,      lowercase__="[MASK]"						,      lowercase__="[CLS]"						,      lowercase__="[SEP]"						,      lowercase__=2048						,      **lowercase__						,      )       ->       None:
									"""simple docstring"""







									SCREAMING_SNAKE_CASE           =      AddedToken(lowercase__						,      lstrip=lowercase__						,      rstrip=lowercase__     ) if isinstance(lowercase__						,      lowercase__     ) else pad_token
									SCREAMING_SNAKE_CASE           =      AddedToken(lowercase__						,      lstrip=lowercase__						,      rstrip=lowercase__     ) if isinstance(lowercase__						,      lowercase__     ) else bos_token
									SCREAMING_SNAKE_CASE           =      AddedToken(lowercase__						,      lstrip=lowercase__						,      rstrip=lowercase__     ) if isinstance(lowercase__						,      lowercase__     ) else eos_token
									SCREAMING_SNAKE_CASE           =      AddedToken(lowercase__						,      lstrip=lowercase__						,      rstrip=lowercase__     ) if isinstance(lowercase__						,      lowercase__     ) else mask_token
									SCREAMING_SNAKE_CASE           =      AddedToken(lowercase__						,      lstrip=lowercase__						,      rstrip=lowercase__     ) if isinstance(lowercase__						,      lowercase__     ) else cls_token
									SCREAMING_SNAKE_CASE           =      AddedToken(lowercase__						,      lstrip=lowercase__						,      rstrip=lowercase__     ) if isinstance(lowercase__						,      lowercase__     ) else sep_token

									super().__init__(
									    pad_token=lowercase__						,      bos_token=lowercase__						,      eos_token=lowercase__						,      mask_token=lowercase__						,      cls_token=lowercase__						,      sep_token=lowercase__						,      model_max_length=lowercase__						,      **lowercase__						,      )

									SCREAMING_SNAKE_CASE           =      2**8  # utf is 8 bits

									# define special tokens dict
									SCREAMING_SNAKE_CASE           =      {
									    self.pad_token: 0,
									    self.bos_token: 1,
									    self.eos_token: 2,
									    self.mask_token: 3,
									    self.cls_token: 4,
									    self.sep_token: 5,
									}
									SCREAMING_SNAKE_CASE           =      len(self.special_tokens_encoder     )
									SCREAMING_SNAKE_CASE           =      {v: k for k, v in self.special_tokens_encoder.items()}


				def 				A   (							self     )       ->       Dict[str, int]:
									"""simple docstring"""







									SCREAMING_SNAKE_CASE           =      self.special_tokens_encoder.copy()
									vocab.update(self.added_tokens_encoder     )
									for i in range(self._utf_vocab_size     ):
														SCREAMING_SNAKE_CASE           =      chr(lowercase__     )
														SCREAMING_SNAKE_CASE           =      i + len(self.special_tokens_encoder     )
									return vocab


				@property
				def 				A   (							self     )       ->       List[Any]:
									"""simple docstring"""







									return self._utf_vocab_size + self._num_special_tokens


				def 				A   (							self						,      lowercase__						,      lowercase__ = None						,      lowercase__ = False     )       ->       List[int]:
									"""simple docstring"""







									if already_has_special_tokens:
														return super().get_special_tokens_mask(
														    token_ids_a=lowercase__						,      token_ids_a=lowercase__						,      already_has_special_tokens=lowercase__     )

									# normal case: some special tokens
									if token_ids_a is None:
														return [1] + [0] * len(lowercase__     ) + [1]
									return [1] + ([0] * len(lowercase__     )) + [1] + ([0] * len(lowercase__     )) + [1]


				def 				A   (							self						,      lowercase__						,      lowercase__ = None     )       ->       List[int]:
									"""simple docstring"""







									if token_ids_a is None:
														return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
									else:
														return [self.cls_token_id] + token_ids_a + [self.sep_token_id] + token_ids_a + [self.sep_token_id]


				def 				A   (							self						,      lowercase__     )       ->       List[str]:
									"""simple docstring"""







									SCREAMING_SNAKE_CASE           =      [chr(lowercase__     ) for i in text.encode('utf-8'     )]
									return tokens


				def 				A   (							self						,      lowercase__     )       ->       str:
									"""simple docstring"""







									if token in self.special_tokens_encoder:
														SCREAMING_SNAKE_CASE           =      self.special_tokens_encoder[token]
									elif token in self.added_tokens_encoder:
														SCREAMING_SNAKE_CASE           =      self.added_tokens_encoder[token]
									elif len(lowercase__     ) != 1:
														SCREAMING_SNAKE_CASE           =      self.unk_token_id
									else:
														SCREAMING_SNAKE_CASE           =      ord(lowercase__     ) + self._num_special_tokens
									return token_id


				def 				A   (							self						,      lowercase__     )       ->       int:
									"""simple docstring"""







									if index in self.special_tokens_decoder:
														SCREAMING_SNAKE_CASE           =      self.special_tokens_decoder[index]
									elif index in self.added_tokens_decoder:
														SCREAMING_SNAKE_CASE           =      self.added_tokens_decoder[index]
									else:
														SCREAMING_SNAKE_CASE           =      chr(index - self._num_special_tokens     )
									return token


				def 				A   (							self						,      lowercase__     )       ->       Dict:
									"""simple docstring"""







									SCREAMING_SNAKE_CASE           =      b''
									for token in tokens:
														if token in self.special_tokens_decoder:
																			SCREAMING_SNAKE_CASE           =      self.special_tokens_decoder[token].encode('utf-8'     )
														elif token in self.added_tokens_decoder:
																			SCREAMING_SNAKE_CASE           =      self.special_tokens_decoder[token].encode('utf-8'     )
														elif token in self.special_tokens_encoder:
																			SCREAMING_SNAKE_CASE           =      token.encode('utf-8'     )
														elif token in self.added_tokens_encoder:
																			SCREAMING_SNAKE_CASE           =      token.encode('utf-8'     )
														else:
																			SCREAMING_SNAKE_CASE           =      bytes([ord(lowercase__     )]     )
														bstring += tok_string
									SCREAMING_SNAKE_CASE           =      bstring.decode('utf-8'						,      errors='replace'     )
									return string




				def 				A   (							self						,      lowercase__						,      lowercase__ = None     )       ->       Tuple[str]:
									"""simple docstring"""







									return ()
