

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       ,       lowercase  ):




	def  __A   (						self		:  List[Any]							):


		'''simple docstring'''







		UpperCAmelCase_    			=     load_tool("translation"							)
		self.tool.setup()
		UpperCAmelCase_    			=     load_tool("translation"						,		remote=lowerCAmelCase							)




	def  __A   (						self		:  Any							):


		'''simple docstring'''







		UpperCAmelCase_    			=     self.tool("Hey, what's up?"						,		src_lang="English"						,		tgt_lang="French"							)
		self.assertEqual(lowerCAmelCase						,		"- Hé, comment ça va?"							)




	def  __A   (						self		:  List[str]							):


		'''simple docstring'''







		UpperCAmelCase_    			=     self.remote_tool("Hey, what's up?"						,		src_lang="English"						,		tgt_lang="French"							)
		self.assertEqual(lowerCAmelCase						,		"- Hé, comment ça va?"							)




	def  __A   (						self		:  Tuple							):


		'''simple docstring'''







		UpperCAmelCase_    			=     self.tool(text="Hey, what's up?"						,		src_lang="English"						,		tgt_lang="French"							)
		self.assertEqual(lowerCAmelCase						,		"- Hé, comment ça va?"							)




	def  __A   (						self		:  Tuple							):


		'''simple docstring'''







		UpperCAmelCase_    			=     self.remote_tool(text="Hey, what's up?"						,		src_lang="English"						,		tgt_lang="French"							)
		self.assertEqual(lowerCAmelCase						,		"- Hé, comment ça va?"							)




	def  __A   (						self		:  Optional[int]							):


		'''simple docstring'''







		UpperCAmelCase_    			=     ["Hey, what's up?", "English", "Spanish"]
		UpperCAmelCase_    			=     self.tool(*lowerCAmelCase							)

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

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




	def  __A   (						self		:  str							):


		'''simple docstring'''







		UpperCAmelCase_    			=     ["Hey, what's up?", "English", "Spanish"]
		UpperCAmelCase_    			=     self.tool(*lowerCAmelCase							)

		if not isinstance(lowerCAmelCase						,		lowerCAmelCase							):
			UpperCAmelCase_    			=     [outputs]

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

		for output, output_type in zip(lowerCAmelCase						,		self.tool.outputs							):
			UpperCAmelCase_    			=     AGENT_TYPE_MAPPING[output_type]
			self.assertTrue(isinstance(lowerCAmelCase						,		lowerCAmelCase							)							)




	def  __A   (						self		:  Optional[int]							):


		'''simple docstring'''







		UpperCAmelCase_    			=     ["Hey, what's up?", "English", "Spanish"]

		UpperCAmelCase_    			=     []

		for _input, input_type in zip(lowerCAmelCase						,		self.tool.inputs							):
			if isinstance(lowerCAmelCase						,		lowerCAmelCase							):
				_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
		UpperCAmelCase_    			=     self.tool(*lowerCAmelCase							)

		if not isinstance(lowerCAmelCase						,		lowerCAmelCase							):
			UpperCAmelCase_    			=     [outputs]

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


def  __lowerCAmelCase (  A      ):
	UpperCAmelCase_    			=     len(A      )

	# Set the gap value to be decreased by a factor of 1.3
	# after each iteration
	UpperCAmelCase_    			=     1.3

	# Continue sorting until the gap is 1
	while gap > 1:
		# Decrease the gap value
		UpperCAmelCase_    			=     int(gap / shrink      )

		# Sort the elements using insertion sort
		for i in range(A    ,       len(A      )      ):
			UpperCAmelCase_    			=     collection[i]
			UpperCAmelCase_    			=     i
			while j >= gap and collection[j - gap] > temp:
				UpperCAmelCase_    			=     collection[j - gap]
				j -= gap
			UpperCAmelCase_    			=     temp

	return collection


if __name__ == "__main__":
				import doctest

				doctest.testmod()