



"""simple docstring"""





import unittest

from .lib import (
    Matrix,
    Vector,
    axpy,
    square_zero_matrix,
    unit_basis_vector,
    zero_vector,
)



class  _lowerCAmelCase     (					unittest.TestCase		):





		"""simple docstring"""






		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			List[str]            =      Vector([1, 2, 3] )
								self.assertEqual(x.component(0 )				,     1 )
								self.assertEqual(x.component(2 )				,     3 )
								snake_case_ :			Optional[Any]            =      Vector()





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			List[Any]            =      Vector([0, 0, 0, 0, 0, 1] )
								self.assertEqual(str(_lowercase )				,     """(0,0,0,0,0,1)""" )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Any            =      Vector([1, 2, 3, 4] )
								self.assertEqual(len(_lowercase )				,     4 )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Union[str, Any]            =      Vector([1, 2] )
								snake_case_ :			Optional[Any]            =      Vector([1, 2, 3, 4, 5] )
								snake_case_ :			Any            =      Vector([0, 0, 0, 0, 0, 0, 0, 0, 0, 0] )
								snake_case_ :			List[str]            =      Vector([1, -1, 1, -1, 2, -3, 4, -5] )
								self.assertAlmostEqual(x.euclidean_length()				,     2.236				,     3 )
								self.assertAlmostEqual(y.euclidean_length()				,     7.416				,     3 )
								self.assertEqual(z.euclidean_length()				,     0 )
								self.assertAlmostEqual(w.euclidean_length()				,     7.616				,     3 )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			List[Any]            =      Vector([1, 2, 3] )
								snake_case_ :			str            =      Vector([1, 1, 1] )
								self.assertEqual((x + y).component(0 )				,     2 )
								self.assertEqual((x + y).component(1 )				,     3 )
								self.assertEqual((x + y).component(2 )				,     4 )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Tuple            =      Vector([1, 2, 3] )
								snake_case_ :			Union[str, Any]            =      Vector([1, 1, 1] )
								self.assertEqual((x - y).component(0 )				,     0 )
								self.assertEqual((x - y).component(1 )				,     1 )
								self.assertEqual((x - y).component(2 )				,     2 )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			List[str]            =      Vector([1, 2, 3] )
								snake_case_ :			int            =      Vector([2, -1, 4] )  # for test of dot product
								snake_case_ :			Optional[int]            =      Vector([1, -2, -1] )
								self.assertEqual(str(x * 3.0 )				,     """(3.0,6.0,9.0)""" )
								self.assertEqual((a * b)				,     0 )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								self.assertEqual(str(zero_vector(1_0 ) ).count("""0""" )				,     1_0 )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								self.assertEqual(str(unit_basis_vector(3				,     1 ) )				,     """(0,1,0)""" )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Dict            =      Vector([1, 2, 3] )
								snake_case_ :			List[str]            =      Vector([1, 0, 1] )
								self.assertEqual(str(axpy(2				,     _lowercase				,     _lowercase ) )				,     """(3,4,7)""" )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			int            =      Vector([1, 0, 0, 0, 0, 0] )
								snake_case_ :			Optional[Any]            =      x.copy()
								self.assertEqual(str(_lowercase )				,     str(_lowercase ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Optional[Any]            =      Vector([1, 0, 0] )
								x.change_component(0				,     0 )
								x.change_component(1				,     1 )
								self.assertEqual(str(_lowercase )				,     """(0,1,0)""" )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Any            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								self.assertEqual("""|1,2,3|\n|2,4,5|\n|6,7,8|\n"""				,     str(_lowercase ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			List[str]            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								snake_case_ :			Optional[Any]            =      [[-3, -1_4, -1_0], [-5, -1_0, -5], [-2, -1, 0]]
								for x in range(a.height() ):
														for y in range(a.width() ):
																				self.assertEqual(minors[x][y]				,     a.minor(_lowercase				,     _lowercase ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Dict            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								snake_case_ :			str            =      [[-3, 1_4, -1_0], [5, -1_0, 5], [-2, 1, 0]]
								for x in range(a.height() ):
														for y in range(a.width() ):
																				self.assertEqual(cofactors[x][y]				,     a.cofactor(_lowercase				,     _lowercase ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			List[Any]            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								self.assertEqual(-5				,     a.determinant() )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			int            =      Matrix([[1, 2, 3], [4, 5, 6], [7, 8, 9]]				,     3				,     3 )
								snake_case_ :			Dict            =      Vector([1, 2, 3] )
								self.assertEqual("""(14,32,50)"""				,     str(a * x ) )
								self.assertEqual("""|2,4,6|\n|8,10,12|\n|14,16,18|\n"""				,     str(a * 2 ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Tuple            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								a.change_component(0				,     2				,     5 )
								self.assertEqual("""|1,2,5|\n|2,4,5|\n|6,7,8|\n"""				,     str(_lowercase ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			str            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								self.assertEqual(7				,     a.component(2				,     1 )				,     0.01 )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			Optional[Any]            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								snake_case_ :			int            =      Matrix([[1, 2, 7], [2, 4, 5], [6, 7, 1_0]]				,     3				,     3 )
								self.assertEqual("""|2,4,10|\n|4,8,10|\n|12,14,18|\n"""				,     str(a + b ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			int            =      Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]				,     3				,     3 )
								snake_case_ :			Any            =      Matrix([[1, 2, 7], [2, 4, 5], [6, 7, 1_0]]				,     3				,     3 )
								self.assertEqual("""|0,0,-4|\n|0,0,0|\n|0,0,-2|\n"""				,     str(a - b ) )





		def  UpperCAmelCase__				(       self )			->    None:







								'''simple docstring'''

								self.assertEqual(
								    """|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n"""				,     str(square_zero_matrix(5 ) )				,     )


if __name__ == "__main__":
					unittest.main()








# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import re

from ..utils import cached_file


# docstyle-ignore
UpperCamelCase__           =			"\nHuman: <<task>>\n\nAssistant: "


UpperCamelCase__           =			"huggingface-tools/default-prompts"
UpperCamelCase__           =			{"chat": "chat_prompt_template.txt", "run": "run_prompt_template.txt"}





def      _UpperCamelCase  (a__ :List[Any] ,      a__ :Optional[Any] ,      a__ :List[str]="run"							):






							"""simple docstring"""





							if prompt_or_repo_id is None:
														UpperCamelCase__					  =      DEFAULT_PROMPTS_REPO

							# prompt is considered a repo ID when it does not contain any kind of space
							if re.search("""\\s""" ,      a__							) is not None:
														return prompt_or_repo_id

							UpperCamelCase__					  =      cached_file(
							    a__ ,      PROMPT_FILES[mode] ,      repo_type="""dataset""" ,      user_agent={"""agent""": agent_name}							)
							with open(a__ ,      """r""" ,      encoding="""utf-8"""							) as f:
														return f.read()




