




import unittest

from transformers import load_tool
from transformers.tools.agent_types import AGENT_TYPE_MAPPING

from .test_tools_common import ToolTesterMixin, output_types




class 	UpperCamelCase__			(unittest.TestCase					,       lowerCAmelCase__  ):

    '''simple docstring'''



    def 					_lowercase  (					self  )  ->   Any:
           lowerCamelCase     :   str    				=      load_tool("translation"  )
           self.tool.setup()
           lowerCamelCase     :   Tuple    				=      load_tool("translation"  ,						remote=UpperCamelCase__  )







    def 					_lowercase  (					self  )  ->   str:
           lowerCamelCase     :   int    				=      self.tool("Hey, what's up?"  ,						src_lang="English"  ,						tgt_lang="French"  )
           self.assertEqual(UpperCamelCase__  ,						"- Hé, comment ça va?"  )







    def 					_lowercase  (					self  )  ->   Dict:
           lowerCamelCase     :   List[Any]    				=      self.remote_tool("Hey, what's up?"  ,						src_lang="English"  ,						tgt_lang="French"  )
           self.assertEqual(UpperCamelCase__  ,						"- Hé, comment ça va?"  )







    def 					_lowercase  (					self  )  ->   Any:
           lowerCamelCase     :   str    				=      self.tool(text="Hey, what's up?"  ,						src_lang="English"  ,						tgt_lang="French"  )
           self.assertEqual(UpperCamelCase__  ,						"- Hé, comment ça va?"  )







    def 					_lowercase  (					self  )  ->   Union[str, Any]:
           lowerCamelCase     :   Optional[Any]    				=      self.remote_tool(text="Hey, what's up?"  ,						src_lang="English"  ,						tgt_lang="French"  )
           self.assertEqual(UpperCamelCase__  ,						"- Hé, comment ça va?"  )







    def 					_lowercase  (					self  )  ->   List[str]:
           lowerCamelCase     :   Tuple    				=      ["Hey, what's up?", "English", "Spanish"]
           lowerCamelCase     :   str    				=      self.tool(*UpperCamelCase__  )

           # There is a single output
           if len(self.tool.outputs  ) == 1:
                  lowerCamelCase     :   Any    				=      [outputs]

           self.assertListEqual(output_types(UpperCamelCase__  )  ,						self.tool.outputs  )







    def 					_lowercase  (					self  )  ->   List[str]:
           lowerCamelCase     :   List[Any]    				=      ["Hey, what's up?", "English", "Spanish"]
           lowerCamelCase     :   Tuple    				=      self.tool(*UpperCamelCase__  )

           if not isinstance(UpperCamelCase__  ,						UpperCamelCase__  ):
                  lowerCamelCase     :   List[str]    				=      [outputs]

           self.assertEqual(len(UpperCamelCase__  )  ,						len(self.tool.outputs  )  )

           for output, output_type in zip(UpperCamelCase__  ,						self.tool.outputs  ):
                  lowerCamelCase     :   str    				=      AGENT_TYPE_MAPPING[output_type]
                  self.assertTrue(isinstance(UpperCamelCase__  ,						UpperCamelCase__  )  )







    def 					_lowercase  (					self  )  ->   List[Any]:
           lowerCamelCase     :   Union[str, Any]    				=      ["Hey, what's up?", "English", "Spanish"]

           lowerCamelCase     :   str    				=      []

           for _input, input_type in zip(UpperCamelCase__  ,						self.tool.inputs  ):
                  if isinstance(UpperCamelCase__  ,						UpperCamelCase__  ):
                         _inputs.append([AGENT_TYPE_MAPPING[_input_type](_input  ) for _input_type in input_type]  )
                  else:
                         _inputs.append(AGENT_TYPE_MAPPING[input_type](_input  )  )

        # Should not raise an error
           lowerCamelCase     :   Any    				=      self.tool(*UpperCamelCase__  )

           if not isinstance(UpperCamelCase__  ,						UpperCamelCase__  ):
                  lowerCamelCase     :   Any    				=      [outputs]

           self.assertEqual(len(UpperCamelCase__  )  ,						len(self.tool.outputs  )  )












from __future__ import annotations

def   A   (   _SCREAMING_SNAKE_CASE				,_SCREAMING_SNAKE_CASE					)			->				list:
       lowerCamelCase     :   int    				=      [None] * (len(_SCREAMING_SNAKE_CASE					) + len(_SCREAMING_SNAKE_CASE					))

       lowerCamelCase     :   Any    				=      0  # pointer to current index for left Half
       lowerCamelCase     :   int    				=      0  # pointer to current index for the right Half
       lowerCamelCase     :   Optional[int]    				=      0  # pointer to current index for the sorted array Half

       while pointera < len(_SCREAMING_SNAKE_CASE					) and pointera < len(_SCREAMING_SNAKE_CASE					):
              if left_half[pointera] < right_half[pointera]:
                     lowerCamelCase     :   Any    				=      left_half[pointera]
                     pointera += 1
                     index += 1
              else:
                     lowerCamelCase     :   Any    				=      right_half[pointera]
                     pointera += 1
                     index += 1
       while pointera < len(_SCREAMING_SNAKE_CASE					):
              lowerCamelCase     :   Optional[Any]    				=      left_half[pointera]
              pointera += 1
              index += 1

       while pointera < len(_SCREAMING_SNAKE_CASE					):
              lowerCamelCase     :   str    				=      right_half[pointera]
              pointera += 1
              index += 1

       return sorted_array

def   A   (   _SCREAMING_SNAKE_CASE					)			->				list:
       if len(_SCREAMING_SNAKE_CASE					) <= 1:
              return array
       # the actual formula to calculate the middle element = left + (right - left) // 2
       # this avoids integer overflow in case of large N
       lowerCamelCase     :   int    				=      0 + (len(_SCREAMING_SNAKE_CASE					) - 0) // 2

       # Split the array into halves till the array length becomes equal to One
       # merge the arrays of single length returned by mergeSort function and
       # pass them into the merge arrays function which merges the array
       lowerCamelCase     :   Optional[Any]    				=      array[:middle]
       lowerCamelCase     :   Optional[Any]    				=      array[middle:]

       return merge(merge_sort(_SCREAMING_SNAKE_CASE					)				,merge_sort(_SCREAMING_SNAKE_CASE					)					)


if __name__ == "__main__":
       import doctest

       doctest.testmod()






