

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 __UpperCamelCase     (				unittest.TestCase		):






					'''simple docstring'''



					@parameterized.expand([(None,), ("foo.json",)]						)
					def    _UpperCAmelCase    (				self				,      lowerCamelCase__						):
						UpperCAmelCase__:	List[str]									= 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__						)
							UpperCAmelCase__:	List[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				,      5_0						)
						self.assertEqual(loaded_config.max_length				,      2_0						)
						self.assertEqual(loaded_config.max_time				,      lowerCamelCase__						)





					def    _UpperCAmelCase    (				self						):
						UpperCAmelCase__:	int									= AutoConfig.from_pretrained("gpt2"						)
						UpperCAmelCase__:	str									= GenerationConfig.from_model_config(lowerCamelCase__						)
						UpperCAmelCase__:	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						):
						UpperCAmelCase__:	Optional[Any]									= GenerationConfig()
						UpperCAmelCase__:	Tuple									= {
						    "max_new_tokens": 1_0_2_4,
						    "foo": "bar",
						}
						UpperCAmelCase__:	Any									= copy.deepcopy(lowerCamelCase__						)
						UpperCAmelCase__:	Tuple									= 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				,      1_0_2_4						)

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





					def    _UpperCAmelCase    (				self						):
						UpperCAmelCase__:	str									= GenerationConfig()
						UpperCAmelCase__:	Union[str, Any]									= "bar"

						with tempfile.TemporaryDirectory("test-generation-config"						) as tmp_dir:
							generation_config.save_pretrained(lowerCamelCase__						)

							UpperCAmelCase__:	int									= GenerationConfig.from_pretrained(lowerCamelCase__						)
						# update_kwargs was used to update the config on valid attributes
						self.assertEqual(new_config.foo				,      "bar"						)

						UpperCAmelCase__:	int									= GenerationConfig.from_model_config(lowerCamelCase__						)
						assert not hasattr(lowerCamelCase__				,      "foo"						)  # no new kwargs should be initialized if from config





					def    _UpperCAmelCase    (				self						):
						UpperCAmelCase__:	Optional[int]									= GenerationConfig()
						self.assertEqual(default_config.temperature				,      1.0						)
						self.assertEqual(default_config.do_sample				,      lowerCamelCase__						)
						self.assertEqual(default_config.num_beams				,      1						)

						UpperCAmelCase__:	List[str]									= 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__						)
							UpperCAmelCase__:	Dict									= 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 __UpperCamelCase     (				unittest.TestCase		):






					'''simple docstring'''



					@classmethod
					def    _UpperCAmelCase    (				cls						):
						UpperCAmelCase__:	Dict									= TOKEN
						HfFolder.save_token(lowerCamelCase__						)





					@classmethod
					def    _UpperCAmelCase    (				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    _UpperCAmelCase    (				self						):
						UpperCAmelCase__:	Optional[Any]									= GenerationConfig(
						    do_sample=lowerCamelCase__				,      temperature=0.7				,      length_penalty=1.0				,      )
						config.push_to_hub("test-generation-config"				,      use_auth_token=self._token						)

						UpperCAmelCase__:	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						)

						UpperCAmelCase__:	str									= 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						):
						UpperCAmelCase__:	List[str]									= 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						)

						UpperCAmelCase__:	Union[str, 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						)

						UpperCAmelCase__:	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__						)						)


import fire

from utils import calculate_rouge, save_json



def 			_A	(      SCREAMING_SNAKE_CASE	,SCREAMING_SNAKE_CASE	,SCREAMING_SNAKE_CASE=None	,**SCREAMING_SNAKE_CASE      ):
	UpperCAmelCase__:	Tuple									= [x.strip() for x in open(SCREAMING_SNAKE_CASE      ).readlines()]
	UpperCAmelCase__:	Dict									= [x.strip() for x in open(SCREAMING_SNAKE_CASE      ).readlines()][: len(SCREAMING_SNAKE_CASE      )]
	UpperCAmelCase__:	Any									= calculate_rouge(SCREAMING_SNAKE_CASE	,SCREAMING_SNAKE_CASE	,**SCREAMING_SNAKE_CASE      )
	if save_path is not None:
		save_json(SCREAMING_SNAKE_CASE	,SCREAMING_SNAKE_CASE	,indent=SCREAMING_SNAKE_CASE      )
	return metrics  # these print nicely


if __name__ == "__main__":
					fire.Fire(calculate_rouge_path)