



"""simple docstring"""






import importlib
import json
import os
import sys
import tempfile
import unittest
from pathlib import Path

import transformers
import transformers.models.auto
from transformers.models.auto.configuration_auto import CONFIG_MAPPING, AutoConfig
from transformers.models.bert.configuration_bert import BertConfig
from transformers.models.roberta.configuration_roberta import RobertaConfig
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir


sys.path.append(str(Path(__file__).parent.parent.parent.parent / '''utils'''))

from test_module.custom_configuration import CustomConfig  # noqa E402


snake_case   					=				get_tests_dir('''fixtures/dummy-config.json''')



class     UpperCAmelCase    (	unittest.TestCase  ):



   def    __UpperCAmelCase    (       self    :	List[str]				):



     """simple docstring"""
     _snake_case   	=      0



   def    __UpperCAmelCase    (       self    :	List[str]				):



     """simple docstring"""
     self.assertIsNotNone(transformers.models.auto.__spec__				)
     self.assertIsNotNone(importlib.util.find_spec('''transformers.models.auto'''				)				)



   def    __UpperCAmelCase    (       self    :	str				):



     """simple docstring"""
     _snake_case   	=      AutoConfig.from_pretrained('''bert-base-uncased'''				)
     self.assertIsInstance(__lowerCamelCase							,       __lowerCamelCase				)



   def    __UpperCAmelCase    (       self    :	Dict				):



     """simple docstring"""
     _snake_case   	=      AutoConfig.from_pretrained(__lowerCamelCase				)
     self.assertIsInstance(__lowerCamelCase							,       __lowerCamelCase				)



   def    __UpperCAmelCase    (       self    :	List[Any]				):



     """simple docstring"""
     _snake_case   	=      AutoConfig.from_pretrained(__lowerCamelCase				)
     self.assertIsInstance(__lowerCamelCase							,       __lowerCamelCase				)



   def    __UpperCAmelCase    (       self    :	str				):



     """simple docstring"""
     _snake_case   	=      AutoConfig.for_model('''roberta'''				)
     self.assertIsInstance(__lowerCamelCase							,       __lowerCamelCase				)



   def    __UpperCAmelCase    (       self    :	str				):



     """simple docstring"""

     with tempfile.TemporaryDirectory() as tmp_dir:
       # This model name contains bert and roberta, but roberta ends up being picked.
       _snake_case   	=      os.path.join(__lowerCamelCase							,       '''fake-roberta'''				)
       os.makedirs(__lowerCamelCase							,       exist_ok=__lowerCamelCase				)
       with open(os.path.join(__lowerCamelCase							,       '''config.json'''				)							,       '''w'''				) as f:
         f.write(json.dumps({}				)				)
       _snake_case   	=      AutoConfig.from_pretrained(__lowerCamelCase				)
       self.assertEqual(type(__lowerCamelCase				)							,       __lowerCamelCase				)



   def    __UpperCAmelCase    (       self    :	int				):



     """simple docstring"""

     try:
       AutoConfig.register('''custom'''							,       __lowerCamelCase				)
       # Wrong model type will raise an error
       with self.assertRaises(__lowerCamelCase				):
         AutoConfig.register('''model'''							,       __lowerCamelCase				)
       # Trying to register something existing in the Transformers library will raise an error
       with self.assertRaises(__lowerCamelCase				):
         AutoConfig.register('''bert'''							,       __lowerCamelCase				)

       # Now that the config is registered, it can be used as any other config with the auto-API
       _snake_case   	=      CustomConfig()
       with tempfile.TemporaryDirectory() as tmp_dir:
         config.save_pretrained(__lowerCamelCase				)
         _snake_case   	=      AutoConfig.from_pretrained(__lowerCamelCase				)
         self.assertIsInstance(__lowerCamelCase							,       __lowerCamelCase				)

     finally:
       if "custom" in CONFIG_MAPPING._extra_content:
         del CONFIG_MAPPING._extra_content["custom"]



   def    __UpperCAmelCase    (       self    :	List[str]				):



     """simple docstring"""

     with self.assertRaisesRegex(
         __lowerCamelCase							,       '''bert-base is not a local folder and is not a valid model identifier'''				):
       _snake_case   	=      AutoConfig.from_pretrained('''bert-base'''				)



   def    __UpperCAmelCase    (       self    :	int				):



     """simple docstring"""

     with self.assertRaisesRegex(
         __lowerCamelCase							,       R'''aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)'''				):
       _snake_case   	=      AutoConfig.from_pretrained(__lowerCamelCase							,       revision='''aaaaaa'''				)



   def    __UpperCAmelCase    (       self    :	int				):



     """simple docstring"""

     with self.assertRaisesRegex(
         __lowerCamelCase							,       '''hf-internal-testing/no-config-test-repo does not appear to have a file named config.json.'''							,       ):
       _snake_case   	=      AutoConfig.from_pretrained('''hf-internal-testing/no-config-test-repo'''				)



   def    __UpperCAmelCase    (       self    :	str				):



     """simple docstring"""

     with self.assertRaises(__lowerCamelCase				):
       _snake_case   	=      AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''				)
     # If remote code is disabled, we can't load this config.
     with self.assertRaises(__lowerCamelCase				):
       _snake_case   	=      AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''							,       trust_remote_code=__lowerCamelCase				)

     _snake_case   	=      AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''							,       trust_remote_code=__lowerCamelCase				)
     self.assertEqual(config.__class__.__name__							,       '''NewModelConfig'''				)

     # Test config can be reloaded.
     with tempfile.TemporaryDirectory() as tmp_dir:
       config.save_pretrained(__lowerCamelCase				)
       _snake_case   	=      AutoConfig.from_pretrained(__lowerCamelCase							,       trust_remote_code=__lowerCamelCase				)
     self.assertEqual(reloaded_config.__class__.__name__							,       '''NewModelConfig'''				)





   def    __UpperCAmelCase    (       self    :	Optional[Any]				):



     """simple docstring"""



     class     UpperCAmelCase    (	__A  ):
        A__		:	List[str]           =  '''new-model'''

     try:
       AutoConfig.register('''new-model'''							,       __lowerCamelCase				)
       # If remote code is not set, the default is to use local
       _snake_case   	=      AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''				)
       self.assertEqual(config.__class__.__name__							,       '''NewModelConfigLocal'''				)

       # If remote code is disabled, we load the local one.
       _snake_case   	=      AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''							,       trust_remote_code=__lowerCamelCase				)
       self.assertEqual(config.__class__.__name__							,       '''NewModelConfigLocal'''				)

       # If remote is enabled, we load from the Hub
       _snake_case   	=      AutoConfig.from_pretrained('''hf-internal-testing/test_dynamic_model'''							,       trust_remote_code=__lowerCamelCase				)
       self.assertEqual(config.__class__.__name__							,       '''NewModelConfig'''				)

     finally:
       if "new-model" in CONFIG_MAPPING._extra_content:
         del CONFIG_MAPPING._extra_content["new-model"]








from math import pi, sqrt, tan

def 			lowerCamelCase__			(       _a):
	if side_length < 0:
		raise ValueError("surface_area_cube() only accepts non-negative values")
	return 6 * side_length**2

def 			lowerCamelCase__			(       _a				,      _a				,      _a):
	if length < 0 or breadth < 0 or height < 0:
		raise ValueError("surface_area_cuboid() only accepts non-negative values")
	return 2 * ((length * breadth) + (breadth * height) + (length * height))

def 			lowerCamelCase__			(       _a):
	if radius < 0:
		raise ValueError("surface_area_sphere() only accepts non-negative values")
	return 4 * pi * radius**2

def 			lowerCamelCase__			(       _a):
	if radius < 0:
		raise ValueError("surface_area_hemisphere() only accepts non-negative values")
	return 3 * pi * radius**2

def 			lowerCamelCase__			(       _a				,      _a):
	if radius < 0 or height < 0:
		raise ValueError("surface_area_cone() only accepts non-negative values")
	return pi * radius * (radius + (height**2 + radius**2) ** 0.5)

def 			lowerCamelCase__			(       _a				,      _a				,      _a):
	if radius_a < 0 or radius_a < 0 or height < 0:
		raise ValueError(
		    "surface_area_conical_frustum() only accepts non-negative values")
	SCREAMING_SNAKE_CASE :   Any					  =							(height**2 + (radius_a - radius_a) ** 2) ** 0.5
	return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)

def 			lowerCamelCase__			(       _a				,      _a):
	if radius < 0 or height < 0:
		raise ValueError("surface_area_cylinder() only accepts non-negative values")
	return 2 * pi * radius * (height + radius)

def 			lowerCamelCase__			(       _a				,      _a):
	if torus_radius < 0 or tube_radius < 0:
		raise ValueError("surface_area_torus() only accepts non-negative values")
	if torus_radius < tube_radius:
		raise ValueError(
		    "surface_area_torus() does not support spindle or self intersecting tori")
	return 4 * pow(_a				,      2) * torus_radius * tube_radius

def 			lowerCamelCase__			(       _a				,      _a):
	if length < 0 or width < 0:
		raise ValueError("area_rectangle() only accepts non-negative values")
	return length * width

def 			lowerCamelCase__			(       _a):
	if side_length < 0:
		raise ValueError("area_square() only accepts non-negative values")
	return side_length**2

def 			lowerCamelCase__			(       _a				,      _a):
	if base < 0 or height < 0:
		raise ValueError("area_triangle() only accepts non-negative values")
	return (base * height) / 2

def 			lowerCamelCase__			(       _a				,      _a				,      _a):
	if sidea < 0 or sidea < 0 or sidea < 0:
		raise ValueError("area_triangle_three_sides() only accepts non-negative values")
	elif sidea + sidea < sidea or sidea + sidea < sidea or sidea + sidea < sidea:
		raise ValueError("Given three sides do not form a triangle")
	SCREAMING_SNAKE_CASE :   List[str]					  =							(sidea + sidea + sidea) / 2
	SCREAMING_SNAKE_CASE :   Optional[int]					  =							sqrt(
	    semi_perimeter
	    * (semi_perimeter - sidea)
	    * (semi_perimeter - sidea)
	    * (semi_perimeter - sidea))
	return area

def 			lowerCamelCase__			(       _a				,      _a):
	if base < 0 or height < 0:
		raise ValueError("area_parallelogram() only accepts non-negative values")
	return base * height

def 			lowerCamelCase__			(       _a				,      _a				,      _a):
	if basea < 0 or basea < 0 or height < 0:
		raise ValueError("area_trapezium() only accepts non-negative values")
	return 1 / 2 * (basea + basea) * height

def 			lowerCamelCase__			(       _a):
	if radius < 0:
		raise ValueError("area_circle() only accepts non-negative values")
	return pi * radius**2

def 			lowerCamelCase__			(       _a				,      _a):
	if radius_x < 0 or radius_y < 0:
		raise ValueError("area_ellipse() only accepts non-negative values")
	return pi * radius_x * radius_y

def 			lowerCamelCase__			(       _a				,      _a):
	if diagonal_a < 0 or diagonal_a < 0:
		raise ValueError("area_rhombus() only accepts non-negative values")
	return 1 / 2 * diagonal_a * diagonal_a

def 			lowerCamelCase__			(       _a				,      _a):
	if not isinstance(_a				,      _a) or sides < 3:
		raise ValueError(
		    "area_reg_polygon() only accepts integers greater than or \
equal to three as number of sides")
	elif length < 0:
		raise ValueError(
		    "area_reg_polygon() only accepts non-negative values as \
length of a side")
	return (sides * length**2) / (4 * tan(pi / sides))
	return (sides * length**2) / (4 * tan(pi / sides))


if __name__ == "__main__":
			import doctest

			doctest.testmod(verbose=True)  # verbose so we can see methods missing tests

			print('[DEMO] Areas of various geometric shapes: \n')
			print(F'''Rectangle: {area_rectangle(10, 20) = }''')
			print(F'''Square: {area_square(10) = }''')
			print(F'''Triangle: {area_triangle(10, 10) = }''')
			print(F'''Triangle: {area_triangle_three_sides(5, 12, 13) = }''')
			print(F'''Parallelogram: {area_parallelogram(10, 20) = }''')
			print(F'''Rhombus: {area_rhombus(10, 20) = }''')
			print(F'''Trapezium: {area_trapezium(10, 20, 30) = }''')
			print(F'''Circle: {area_circle(20) = }''')
			print(F'''Ellipse: {area_ellipse(10, 20) = }''')
			print('\nSurface Areas of various geometric shapes: \n')
			print(F'''Cube: {surface_area_cube(20) = }''')
			print(F'''Cuboid: {surface_area_cuboid(10, 20, 30) = }''')
			print(F'''Sphere: {surface_area_sphere(20) = }''')
			print(F'''Hemisphere: {surface_area_hemisphere(20) = }''')
			print(F'''Cone: {surface_area_cone(10, 20) = }''')
			print(F'''Conical Frustum: {surface_area_conical_frustum(10, 20, 30) = }''')
			print(F'''Cylinder: {surface_area_cylinder(10, 20) = }''')
			print(F'''Torus: {surface_area_torus(20, 10) = }''')
			print(F'''Equilateral Triangle: {area_reg_polygon(3, 10) = }''')
			print(F'''Square: {area_reg_polygon(4, 10) = }''')
			print(F'''Reqular Pentagon: {area_reg_polygon(5, 10) = }''')