



import copy
import tempfile
import unittest

from huggingface_hub import HfFolder, delete_repo
from parameterized import parameterized
from requests.exceptions import HTTPError

from transformers import AutoConfig, GenerationConfig
from transformers.testing_utils import TOKEN, USER, is_staging_test



class  lowerCamelCase__    (							unittest.TestCase):




		'''simple docstring'''



		@parameterized.expand([(None,), ('''foo.json''',)]				)
		def 	lowerCAmelCase__   (self	,__lowerCamelCase				)  ->    int:

						"""simple docstring"""






						lowerCAmelCase__  :       List[Any]				=  GenerationConfig(
						    do_sample=__lowerCAmelCase	,temperature=0.7	,length_penalty=1.0	,bad_words_ids=[[1, 2, 3], [4, 5]]	,)
						with tempfile.TemporaryDirectory() as tmp_dir:
										config.save_pretrained(__lowerCAmelCase	,config_name=__lowerCAmelCase				)
										lowerCAmelCase__  :       Any				=  GenerationConfig.from_pretrained(__lowerCAmelCase	,config_name=__lowerCAmelCase				)

						# Checks parameters that were specified
						self.assertEqual(loaded_config.do_sample	,__lowerCAmelCase				)
						self.assertEqual(loaded_config.temperature	,0.7				)
						self.assertEqual(loaded_config.length_penalty	,1.0				)
						self.assertEqual(loaded_config.bad_words_ids	,[[1, 2, 3], [4, 5]]				)

						# Checks parameters that were not specified (defaults)
						self.assertEqual(loaded_config.top_k	,50				)
						self.assertEqual(loaded_config.max_length	,20				)
						self.assertEqual(loaded_config.max_time	,__lowerCAmelCase				)



		def 	lowerCAmelCase__   (self				)  ->    Optional[int]:

						"""simple docstring"""






						lowerCAmelCase__  :       Tuple				=  AutoConfig.from_pretrained('''gpt2'''				)
						lowerCAmelCase__  :       int				=  GenerationConfig.from_model_config(__lowerCAmelCase				)
						lowerCAmelCase__  :       int				=  GenerationConfig()

						# The generation config has loaded a few non-default parameters from the model config
						self.assertNotEqual(__lowerCAmelCase	,__lowerCAmelCase				)

						# One of those parameters is eos_token_id -- check if it matches
						self.assertNotEqual(generation_config_from_model.eos_token_id	,default_generation_config.eos_token_id				)
						self.assertEqual(generation_config_from_model.eos_token_id	,model_config.eos_token_id				)



		def 	lowerCAmelCase__   (self				)  ->    List[str]:

						"""simple docstring"""






						lowerCAmelCase__  :       int				=  GenerationConfig()
						lowerCAmelCase__  :       Union[str, Any]				=  {
						    '''max_new_tokens''': 10_24,
						    '''foo''': '''bar''',
						}
						lowerCAmelCase__  :       Tuple				=  copy.deepcopy(__lowerCAmelCase				)
						lowerCAmelCase__  :       List[Any]				=  generation_config.update(**__lowerCAmelCase				)

						# update_kwargs was not modified (no side effects)
						self.assertEqual(__lowerCAmelCase	,__lowerCAmelCase				)

						# update_kwargs was used to update the config on valid attributes
						self.assertEqual(generation_config.max_new_tokens	,10_24				)

						# `.update()` returns a dictionary of unused kwargs
						self.assertEqual(__lowerCAmelCase	,{'''foo''': '''bar'''}				)



		def 	lowerCAmelCase__   (self				)  ->    int:

						"""simple docstring"""






						lowerCAmelCase__  :       str				=  GenerationConfig()
						lowerCAmelCase__  :       List[str]				=  '''bar'''

						with tempfile.TemporaryDirectory('''test-generation-config'''				) as tmp_dir:
										generation_config.save_pretrained(__lowerCAmelCase				)

										lowerCAmelCase__  :       Optional[Any]				=  GenerationConfig.from_pretrained(__lowerCAmelCase				)
						# update_kwargs was used to update the config on valid attributes
						self.assertEqual(new_config.foo	,'''bar'''				)

						lowerCAmelCase__  :       List[Any]				=  GenerationConfig.from_model_config(__lowerCAmelCase				)
						assert not hasattr(__lowerCAmelCase	,'''foo'''				)  # no new kwargs should be initialized if from config



		def 	lowerCAmelCase__   (self				)  ->    Tuple:

						"""simple docstring"""






						lowerCAmelCase__  :       Dict				=  GenerationConfig()
						self.assertEqual(default_config.temperature	,1.0				)
						self.assertEqual(default_config.do_sample	,__lowerCAmelCase				)
						self.assertEqual(default_config.num_beams	,1				)

						lowerCAmelCase__  :       int				=  GenerationConfig(
						    do_sample=__lowerCAmelCase	,temperature=0.7	,length_penalty=1.0	,bad_words_ids=[[1, 2, 3], [4, 5]]	,)
						self.assertEqual(config.temperature	,0.7				)
						self.assertEqual(config.do_sample	,__lowerCAmelCase				)
						self.assertEqual(config.num_beams	,1				)

						with tempfile.TemporaryDirectory() as tmp_dir:
										config.save_pretrained(__lowerCAmelCase				)
										lowerCAmelCase__  :       str				=  GenerationConfig.from_pretrained(__lowerCAmelCase	,temperature=1.0				)

						self.assertEqual(loaded_config.temperature	,1.0				)
						self.assertEqual(loaded_config.do_sample	,__lowerCAmelCase				)
						self.assertEqual(loaded_config.num_beams	,1				)  # default value



@is_staging_test
class  lowerCamelCase__    (							unittest.TestCase):




		'''simple docstring'''



		@classmethod
		def 	lowerCAmelCase__   (cls				)  ->    Any:

						"""simple docstring"""






						lowerCAmelCase__  :       Optional[Any]				=  TOKEN
						HfFolder.save_token(__lowerCAmelCase				)



		@classmethod
		def 	lowerCAmelCase__   (cls				)  ->    Optional[Any]:

						"""simple docstring"""






						try:
										delete_repo(token=cls._token	,repo_id='''test-generation-config'''				)
						except HTTPError:
										pass

						try:
										delete_repo(token=cls._token	,repo_id='''valid_org/test-generation-config-org'''				)
						except HTTPError:
										pass



		def 	lowerCAmelCase__   (self				)  ->    List[str]:

						"""simple docstring"""






						lowerCAmelCase__  :       str				=  GenerationConfig(
						    do_sample=__lowerCAmelCase	,temperature=0.7	,length_penalty=1.0	,)
						config.push_to_hub('''test-generation-config'''	,use_auth_token=self._token				)

						lowerCAmelCase__  :       Optional[Any]				=  GenerationConfig.from_pretrained(f"""{USER}/test-generation-config"""				)
						for k, v in config.to_dict().items():
										if k != "transformers_version":
														self.assertEqual(__lowerCAmelCase	,getattr(__lowerCAmelCase	,__lowerCAmelCase				)				)

        # Reset repo
						delete_repo(token=self._token	,repo_id='''test-generation-config'''				)

						# Push to hub via save_pretrained
						with tempfile.TemporaryDirectory() as tmp_dir:
										config.save_pretrained(
										    __lowerCAmelCase	,repo_id='''test-generation-config'''	,push_to_hub=__lowerCAmelCase	,use_auth_token=self._token				)

						lowerCAmelCase__  :       Tuple				=  GenerationConfig.from_pretrained(f"""{USER}/test-generation-config"""				)
						for k, v in config.to_dict().items():
										if k != "transformers_version":
														self.assertEqual(__lowerCAmelCase	,getattr(__lowerCAmelCase	,__lowerCAmelCase				)				)



		def 	lowerCAmelCase__   (self				)  ->    List[str]:

						"""simple docstring"""






						lowerCAmelCase__  :       Any				=  GenerationConfig(
						    do_sample=__lowerCAmelCase	,temperature=0.7	,length_penalty=1.0	,)
						config.push_to_hub('''valid_org/test-generation-config-org'''	,use_auth_token=self._token				)

						lowerCAmelCase__  :       List[Any]				=  GenerationConfig.from_pretrained('''valid_org/test-generation-config-org'''				)
						for k, v in config.to_dict().items():
										if k != "transformers_version":
														self.assertEqual(__lowerCAmelCase	,getattr(__lowerCAmelCase	,__lowerCAmelCase				)				)

        # Reset repo
						delete_repo(token=self._token	,repo_id='''valid_org/test-generation-config-org'''				)

						# Push to hub via save_pretrained
						with tempfile.TemporaryDirectory() as tmp_dir:
										config.save_pretrained(
										    __lowerCAmelCase	,repo_id='''valid_org/test-generation-config-org'''	,push_to_hub=__lowerCAmelCase	,use_auth_token=self._token				)

						lowerCAmelCase__  :       str				=  GenerationConfig.from_pretrained('''valid_org/test-generation-config-org'''				)
						for k, v in config.to_dict().items():
										if k != "transformers_version":
														self.assertEqual(__lowerCAmelCase	,getattr(__lowerCAmelCase	,__lowerCAmelCase				)				)






from __future__ import annotations

from collections.abc import Iterable, Iterator
from dataclasses import dataclass

__snake_case       :	Optional[int]            =(3, 9, -1_1, 0, 7, 5, 1, -1)
__snake_case       :	str            =(4, 6, 2, 0, 8, 1_0, 3, -2)



@dataclass
class  lowerCamelCase__    :




		'''simple docstring'''



		snake_case_			=42
		snake_case_			=42



class  lowerCamelCase__    :




		'''simple docstring'''



		def __init__(self	,__lowerCamelCase				)  ->    None:

						"""simple docstring"""






						lowerCAmelCase__  :       Node | None				=  None
						for i in sorted(__lowerCamelCase	,reverse=__lowerCamelCase				):
										lowerCAmelCase__  :       Dict				=  Node(__lowerCamelCase	,self.head				)



		def __iter__(self				)  ->    Iterator[int]:

						"""simple docstring"""






						lowerCAmelCase__  :       Optional[Any]				=  self.head
						while node:
										yield node.data
										lowerCAmelCase__  :       Dict				=  node.next_node



		def __len__(self				)  ->    int:

						"""simple docstring"""






						return sum(1 for _ in self				)



		def __str__(self				)  ->    str:

						"""simple docstring"""






						return " -> ".join([str(__lowerCamelCase				) for node in self]				)






def 			lowerCAmelCase__	(					lowerCamelCase_	:	SortedLinkedList ,lowerCamelCase_	:	SortedLinkedList):





				'''simple docstring'''

				return SortedLinkedList(list(lowerCamelCase_) + list(lowerCamelCase_))


if __name__ == "__main__":
							import doctest

							doctest.testmod()
							__snake_case       :	Any            =SortedLinkedList
							print(merge_lists(SSL(test_data_odd), SSL(test_data_even)))

