


'''simple docstring'''

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 					a__ (       unittest.TestCase					):







				"""simple docstring"""



				@parameterized.expand([(None,), ('''foo.json''',)]						)
				def     _snake_case     (self				,	__lowercase						):
										__lowerCAmelCase											= 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											= 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     _snake_case     (self						):
										__lowerCAmelCase											= AutoConfig.from_pretrained('''gpt2'''						)
										__lowerCAmelCase											= GenerationConfig.from_model_config(__lowerCAmelCase						)
										__lowerCAmelCase											= 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     _snake_case     (self						):
										__lowerCAmelCase											= GenerationConfig()
										__lowerCAmelCase											= {
										    '''max_new_tokens''': 10_24,
										    '''foo''': '''bar''',
										}
										__lowerCAmelCase											= copy.deepcopy(__lowerCAmelCase						)
										__lowerCAmelCase											= 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     _snake_case     (self						):
										__lowerCAmelCase											= GenerationConfig()
										__lowerCAmelCase											= '''bar'''

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

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

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




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

										__lowerCAmelCase											= 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											= 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 					a__ (       unittest.TestCase					):







				"""simple docstring"""



				@classmethod
				def     _snake_case     (cls						):
										__lowerCAmelCase											= TOKEN
										HfFolder.save_token(__lowerCAmelCase						)




				@classmethod
				def     _snake_case     (cls						):



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

										__lowerCAmelCase											= 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											= 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     _snake_case     (self						):
										__lowerCAmelCase											= 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											= 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											= 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						)						)


"""simple docstring"""






import argparse
import json
import subprocess


def 			UpperCAmelCase__       (				lowerCAmelCase__     :Tuple					,		lowerCAmelCase__     :List[Any]		) ->    Optional[Any]:
      '''simple docstring'''


      lowercase														=	[]

      lowercase														=	(
          f'curl -H "Accept: application/vnd.github+json" -H "Authorization: Bearer {token}"'
          """ https://api.github.com/repos/huggingface/transformers/actions/runners"""
      )
      lowercase														=	subprocess.run(lowerCAmelCase__					,		shell=lowerCAmelCase__					,		stdout=subprocess.PIPE		)
      lowercase														=	output.stdout.decode("""utf-8"""		)
      lowercase														=	json.loads(lowerCAmelCase__		)

      lowercase														=	status["""runners"""]
      for runner in runners:
            if runner["name"] in target_runners:
                  if runner["status"] == "offline":
                        offline_runners.append(lowerCAmelCase__		)

    # save the result so we can report them on Slack
      with open("""offline_runners.txt"""					,		"""w"""		) as fp:
            fp.write(json.dumps(lowerCAmelCase__		)		)

      if len(lowerCAmelCase__		) > 0:
            lowercase														=	"""\n""".join([x["""name"""] for x in offline_runners]		)
            raise ValueError(f'The following runners are offline:\n{failed}'		)


if __name__ == "__main__":


       def 			UpperCAmelCase__       (				lowerCAmelCase__     :Optional[int]		) ->    Tuple:
             '''simple docstring'''


             return values.split(""","""		)

       __lowerCAmelCase    :       str					     =argparse.ArgumentParser()
       # Required parameters
       parser.add_argument(
           """--target_runners""",
           default=None,
           type=list_str,
           required=True,
           help="""Comma-separated list of runners to check status.""",
       )

       parser.add_argument(
           """--token""", default=None, type=str, required=True, help="""A token that has actions:read permission."""
       )
       __lowerCAmelCase    :       str					     =parser.parse_args()






       get_runner_status(args.target_runners, args.token)



