



import json
import os
import unittest

from transformers import MgpstrTokenizer
from transformers.models.mgp_str.tokenization_mgp_str import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin
@require_tokenizers
class 			_lowerCAmelCase   ( _UpperCAmelCase    ,					unittest.TestCase			):






			"""simple docstring"""





			lowercase__      :  int      =			MgpstrTokenizer
			lowercase__      :  Tuple      =			False
			lowercase__      :  Optional[Any]      =			{}
			lowercase__      :  Tuple      =			False





			def 		snake_case__			(				self	:       Union[str, Any]   )						->					List[str]:
									"""simple docstring"""







									super().setUp()

									# fmt: off
									__lowercase					=				["""[GO]""", """[s]""", """0""", """1""", """2""", """3""", """4""", """5""", """6""", """7""", """8""", """9""", """a""", """b""", """c""", """d""", """e""", """f""", """g""", """h""", """i""", """j""", """k""", """l""", """m""", """n""", """o""", """p""", """q""", """r""", """s""", """t""", """u""", """v""", """w""", """x""", """y""", """z"""]
									# fmt: on
									__lowercase					=				dict(zip(lowercase			,     range(len(lowercase   )   )   )   )

									__lowercase					=				os.path.join(self.tmpdirname			,     VOCAB_FILES_NAMES["""vocab_file"""]   )
									with open(self.vocab_file			,     """w"""			,     encoding="""utf-8"""   ) as fp:
															fp.write(json.dumps(lowercase   ) + """\n"""   )





			def 		snake_case__			(				self	:       Tuple			,     **lowercase	:       Optional[int]   )						->					Any:
									"""simple docstring"""







									return MgpstrTokenizer.from_pretrained(self.tmpdirname			,     **lowercase   )





			def 		snake_case__			(				self	:       str			,     lowercase	:       Optional[Any]   )						->					str:
									"""simple docstring"""







									__lowercase					=				"""tester"""
									__lowercase					=				"""tester"""
									return input_text, output_text





			@unittest.skip("""MGP-STR always lower cases letters."""   )
			def 		snake_case__			(				self	:       Optional[int]   )						->					Optional[int]:
									"""simple docstring"""







									pass





			def 		snake_case__			(				self	:       str   )						->					int:
									"""simple docstring"""







									__lowercase					=				self.get_tokenizers(do_lower_case=lowercase   )
									for tokenizer in tokenizers:
															with self.subTest(F"{tokenizer.__class__.__name__}"   ):
																					__lowercase					=				"""[SPECIAL_TOKEN]"""

																					tokenizer.add_special_tokens({"""cls_token""": special_token}   )
																					__lowercase					=				tokenizer.encode([special_token]			,     add_special_tokens=lowercase   )
																					self.assertEqual(len(lowercase   )			,     1   )

																					__lowercase					=				tokenizer.decode(lowercase			,     skip_special_tokens=lowercase   )
																					self.assertTrue(special_token not in decoded   )





			def 		snake_case__			(				self	:       Any   )						->					Optional[int]:
									"""simple docstring"""







									__lowercase					=				self.get_tokenizers()
									for tokenizer in tokenizers:
															with self.subTest(F"{tokenizer.__class__.__name__}"   ):
																					__lowercase	,			__lowercase					=				self.get_input_output_texts(lowercase   )

																					__lowercase					=				tokenizer.tokenize(lowercase   )
																					__lowercase					=				tokenizer.convert_tokens_to_ids(lowercase   )
																					__lowercase					=				tokenizer.encode(lowercase			,     add_special_tokens=lowercase   )
																					self.assertListEqual(lowercase			,     lowercase   )

																					__lowercase					=				tokenizer.convert_ids_to_tokens(lowercase   )
																					self.assertNotEqual(len(lowercase   )			,     0   )
																					__lowercase					=				tokenizer.decode(lowercase   )
																					self.assertIsInstance(lowercase			,     lowercase   )

																					self.assertEqual(text_a.replace(""" """			,     """"""   )			,     lowercase   )





			@unittest.skip("""MGP-STR tokenizer only handles one sequence."""   )
			def 		snake_case__			(				self	:       Union[str, Any]   )						->					str:
									"""simple docstring"""







									pass







			@unittest.skip("""inputs cannot be pretokenized in MgpstrTokenizer"""   )
			def 		snake_case__			(				self	:       Dict   )						->					Dict:
									"""simple docstring"""







									pass










import importlib
import os
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, Optional, Union

import torch

from ..utils import BaseOutput


UpperCamelCase__ =						"scheduler_config.json"
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  List[Any]      =			1
			lowercase__      :  Tuple      =			2
			lowercase__      :  Union[str, Any]      =			3
			lowercase__      :  Union[str, Any]      =			4
			lowercase__      :  str      =			5
			lowercase__      :  Any      =			6
			lowercase__      :  Any      =			7
			lowercase__      :  List[str]      =			8
			lowercase__      :  Union[str, Any]      =			9
			lowercase__      :  int      =			10
			lowercase__      :  List[str]      =			11
			lowercase__      :  List[Any]      =			12
			lowercase__      :  str      =			13
			lowercase__      :  Optional[int]      =			14





@dataclass
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  torch.FloatTensor





class 			_lowerCAmelCase   :






			"""simple docstring"""





			lowercase__      :  Optional[int]      =			SCHEDULER_CONFIG_NAME
			lowercase__      :  int      =			[]
			lowercase__      :  Dict      =			True





			@classmethod
			def 		snake_case__			(				cls	:       str			,     lowercase	:       Dict[str, Any] = None			,     lowercase	:       Optional[str] = None			,     lowercase	:       Any=False			,     **lowercase	:       List[str]			,     )						->					Union[str, Any]:
									"""simple docstring"""







									__lowercase	,			__lowercase	,			__lowercase					=				cls.load_config(
									    pretrained_model_name_or_path=lowercase			,     subfolder=lowercase			,     return_unused_kwargs=lowercase			,     return_commit_hash=lowercase			,     **lowercase			,     )
									return cls.from_config(lowercase			,     return_unused_kwargs=lowercase			,     **lowercase   )





			def 		snake_case__			(				self	:       Dict			,     lowercase	:       Union[str, os.PathLike]			,     lowercase	:       bool = False			,     **lowercase	:       List[str]   )						->					Optional[Any]:
									"""simple docstring"""







									self.save_config(save_directory=lowercase			,     push_to_hub=lowercase			,     **lowercase   )





			@property
			def 		snake_case__			(				self	:       Optional[Any]   )						->					Dict:
									"""simple docstring"""







									return self._get_compatibles()







			@classmethod
			def 		snake_case__			(				cls	:       List[str]   )						->					Union[str, Any]:
									"""simple docstring"""







									__lowercase					=				list(set([cls.__name__] + cls._compatibles   )   )
									__lowercase					=				importlib.import_module(__name__.split("""."""   )[0]   )
									__lowercase					=				[
									    getattr(lowercase			,     lowercase   ) for c in compatible_classes_str if hasattr(lowercase			,     lowercase   )
									]
									return compatible_classes





