





import os
from collections.abc import Iterator






def       _A  (      lowerCamelCase = "."   ):
   for dir_path, dir_names, filenames in os.walk(lowerCamelCase   ):
      a__	:						List[str]      		=  [d for d in dir_names if d != "scripts" and d[0] not in "._"]
      for filename in filenames:
         if filename == "__init__.py":
            continue
         if os.path.splitext(lowerCamelCase   )[1] in (".py", ".ipynb"):
            yield os.path.join(lowerCamelCase							, lowerCamelCase   ).lstrip("./"   )






def       _A  (      lowerCamelCase   ):
   return F"""{i * "  "}*""" if i else "\n##"






def       _A  (      lowerCamelCase							, lowerCamelCase   ):
   a__	:						str      		=  old_path.split(os.sep   )
   for i, new_part in enumerate(new_path.split(os.sep   )   ):
      if (i + 1 > len(lowerCamelCase   ) or old_parts[i] != new_part) and new_part:
         print(F"""{md_prefix(lowerCamelCase   )} {new_part.replace("_"							, " "   ).title()}"""   )
   return new_path






def       _A  (      lowerCamelCase = "."   ):
   a__	:						Union[str, Any]      		=  ""
   for filepath in sorted(good_file_paths(lowerCamelCase   )   ):
      a__		,     a__	:						List[str]      		=  os.path.split(lowerCamelCase   )
      if filepath != old_path:
         a__	:						Tuple      		=  print_path(lowerCamelCase							, lowerCamelCase   )
      a__	:						Dict      		=  (filepath.count(os.sep   ) + 1) if filepath else 0
      a__	:						List[str]      		=  F"""{filepath}/{filename}""".replace(" "							, "%20"   )
      a__	:						Optional[Any]      		=  os.path.splitext(filename.replace("_"							, " "   ).title()   )[0]
      print(F"""{md_prefix(lowerCamelCase   )} [{filename}]({url})"""   )


if __name__ == "__main__":
  print_directory_md(""".""")








import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


SCREAMING_SNAKE_CASE__       :			Dict			      =						"""
Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed a chatbot app targeted at teenagers.[2] After open-sourcing the model behind the chatbot, the company pivoted to focus on being a platform for machine learning.

In March 2021, Hugging Face raised $40 million in a Series B funding round.[3]

On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model.[4] In 2022, the workshop concluded with the announcement of BLOOM, a multilingual large language model with 176 billion parameters.[5]
"""







class   __lowerCAmelCase			(					unittest.TestCase		,_UpperCamelCase  ):





   def 	_snake_case ( self      )				->  str:
      """simple docstring"""





      a__	:						Optional[int]      		=  load_tool("text-question-answering"      )
      self.tool.setup()
      a__	:						Dict      		=  load_tool("text-question-answering"					,			remote=snake_case      )





   def 	_snake_case ( self      )				->  Dict:
      """simple docstring"""





      a__	:						Optional[Any]      		=  self.tool(snake_case					,			"What did Hugging Face do in April 2021?"      )
      self.assertEqual(snake_case					,			"launched the BigScience Research Workshop"      )





   def 	_snake_case ( self      )				->  Tuple:
      """simple docstring"""





      a__	:						List[Any]      		=  self.remote_tool(snake_case					,			"What did Hugging Face do in April 2021?"      )
      self.assertEqual(snake_case					,			"launched the BigScience Research Workshop"      )





   def 	_snake_case ( self      )				->  Any:
      """simple docstring"""





      a__	:						Any      		=  self.tool(text=snake_case					,			question="What did Hugging Face do in April 2021?"      )
      self.assertEqual(snake_case					,			"launched the BigScience Research Workshop"      )





   def 	_snake_case ( self      )				->  int:
      """simple docstring"""





      a__	:						List[str]      		=  self.remote_tool(text=snake_case					,			question="What did Hugging Face do in April 2021?"      )
      self.assertEqual(snake_case					,			"launched the BigScience Research Workshop"      )

