


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   ):
       @parameterized.expand([(None,), ('foo.json',)])
       def 			UpperCamelCase     (					self,      lowerCamelCase)       ->   Optional[Any]:




           """simple docstring"""

           _lowercase       :							Tuple      		=		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)
               _lowercase       :							List[str]      		=		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 			UpperCamelCase     (					self)       ->   Union[str, Any]:




           """simple docstring"""

           _lowercase       :							int      		=		AutoConfig.from_pretrained('gpt2')
           _lowercase       :							List[str]      		=		GenerationConfig.from_model_config(lowerCamelCase)
           _lowercase       :							Union[str, Any]      		=		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 			UpperCamelCase     (					self)       ->   Tuple:




           """simple docstring"""

           _lowercase       :							Union[str, Any]      		=		GenerationConfig()
           _lowercase       :							List[Any]      		=		{
               'max_new_tokens': 10_24,
               'foo': 'bar',
           }
           _lowercase       :							Any      		=		copy.deepcopy(lowerCamelCase)
           _lowercase       :							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 			UpperCamelCase     (					self)       ->   Dict:




           """simple docstring"""

           _lowercase       :							List[Any]      		=		GenerationConfig()
           _lowercase       :							List[Any]      		=		'bar'

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

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

           _lowercase       :							int      		=		GenerationConfig.from_model_config(lowerCamelCase)
           assert not hasattr(lowerCamelCase,      'foo')  # no new kwargs should be initialized if from config




       def 			UpperCamelCase     (					self)       ->   int:




           """simple docstring"""

           _lowercase       :							Optional[int]      		=		GenerationConfig()
           self.assertEqual(default_config.temperature,      1.0)
           self.assertEqual(default_config.do_sample,      lowerCamelCase)
           self.assertEqual(default_config.num_beams,      1)

           _lowercase       :							Optional[Any]      		=		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)
               _lowercase       :							List[Any]      		=		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   ):
       @classmethod
       def 			UpperCamelCase     (					cls)       ->   str:




           """simple docstring"""

           _lowercase       :							Union[str, Any]      		=		TOKEN
           HfFolder.save_token(lowerCamelCase)
       @classmethod
       def 			UpperCamelCase     (					cls)       ->   Optional[int]:




           """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 			UpperCamelCase     (					self)       ->   Tuple:




           """simple docstring"""

           _lowercase       :							List[Any]      		=		GenerationConfig(
               do_sample=lowerCamelCase,      temperature=0.7,      length_penalty=1.0,      )
           config.push_to_hub('test-generation-config',      use_auth_token=self._token)

           _lowercase       :							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)

           _lowercase       :							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 			UpperCamelCase     (					self)       ->   List[str]:




           """simple docstring"""

           _lowercase       :							Dict      		=		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)

           _lowercase       :							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)

           _lowercase       :							Optional[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))






from __future__ import annotations

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

SCREAMING_SNAKE_CASE       :      Tuple												= (3, 9, -11, 0, 7, 5, 1, -1)
SCREAMING_SNAKE_CASE       :      Union[str, Any]												= (4, 6, 2, 0, 8, 10, 3, -2)






@dataclass
class _lowerCamelCase:
       lowercase_ :	int
       lowercase_ :	Node | None






class _lowerCamelCase:
       def __init__(					self,      lowerCamelCase)       ->   None:




           """simple docstring"""

           _lowercase       :							Node | None      		=		None
           for i in sorted(lowerCamelCase,      reverse=lowerCamelCase):
               _lowercase       :							Tuple      		=		Node(lowerCamelCase,      self.head)
       def __iter__(					self)       ->   Iterator[int]:




           """simple docstring"""

           _lowercase       :							Union[str, Any]      		=		self.head
           while node:
               yield node.data
               _lowercase       :							int      		=		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 				UpperCamelCase_(      lowerCamelCase_							, lowerCamelCase_ )    ->						SortedLinkedList:
    return SortedLinkedList(list(lowerCamelCase_ ) + list(lowerCamelCase_ ) )


if __name__ == "__main__":
 import doctest

 doctest.testmod()
 SCREAMING_SNAKE_CASE       :      int												= SortedLinkedList
 print(merge_lists(SSL(test_data_odd), SSL(test_data_even)))


