


import argparse
import os
import sys
import urllib.request
import zipfile


_A		:					Union[str, Any]          =							['''CoLA''', '''SST''', '''MRPC''', '''QQP''', '''STS''', '''MNLI''', '''SNLI''', '''QNLI''', '''RTE''', '''WNLI''', '''diagnostic''']
_A		:					Any          =							{
    '''CoLA''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FCoLA.zip?alt=media&token=46d5e637-3411-4188-bc44-5809b5bfb5f4''',
    '''SST''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FSST-2.zip?alt=media&token=aabc5f6b-e466-44a2-b9b4-cf6337f84ac8''',
    '''MRPC''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2Fmrpc_dev_ids.tsv?alt=media&token=ec5c0836-31d5-48f4-b431-7480817f1adc''',
    '''QQP''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FQQP.zip?alt=media&token=700c6acf-160d-4d89-81d1-de4191d02cb5''',
    '''STS''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FSTS-B.zip?alt=media&token=bddb94a7-8706-4e0d-a694-1109e12273b5''',
    '''MNLI''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FMNLI.zip?alt=media&token=50329ea1-e339-40e2-809c-10c40afff3ce''',
    '''SNLI''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FSNLI.zip?alt=media&token=4afcfbb2-ff0c-4b2d-a09a-dbf07926f4df''',
    '''QNLI''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FQNLIv2.zip?alt=media&token=6fdcf570-0fc5-4631-8456-9505272d1601''',
    '''RTE''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FRTE.zip?alt=media&token=5efa7e85-a0bb-4f19-8ea2-9e1840f077fb''',
    '''WNLI''': '''https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2FWNLI.zip?alt=media&token=068ad0a0-ded7-4bd7-99a5-5e00222e0faf''',
    '''diagnostic''': '''https://storage.googleapis.com/mtl-sentence-representations.appspot.com/tsvsWithoutLabels%2FAX.tsv?GoogleAccessId=firebase-adminsdk-0khhl@mtl-sentence-representations.iam.gserviceaccount.com&Expires=2498860800&Signature=DuQ2CSPt2Yfre0C%2BiISrVYrIFaZH1Lc7hBVZDD4ZyR7fZYOMNOUGpi8QxBmTNOrNPjR3z1cggo7WXFfrgECP6FBJSsURv8Ybrue8Ypt%2FTPxbuJ0Xc2FhDi%2BarnecCBFO77RSbfuz%2Bs95hRrYhTnByqu3U%2FYZPaj3tZt5QdfpH2IUROY8LiBXoXS46LE%2FgOQc%2FKN%2BA9SoscRDYsnxHfG0IjXGwHN%2Bf88q6hOmAxeNPx6moDulUF6XMUAaXCSFU%2BnRO2RDL9CapWxj%2BDl7syNyHhB7987hZ80B%2FwFkQ3MEs8auvt5XW1%2Bd4aCU7ytgM69r8JDCwibfhZxpaa4gd50QXQ%3D%3D''',
}

_A		:					Union[str, Any]          =							'''https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt'''
_A		:					int          =							'''https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt'''



def      __lowerCAmelCase    (				snake_case						:     str    ,   snake_case						:     Tuple			)							->				str:
   print(f'Downloading and extracting {task}...'			)
   __lowerCamelCase:					List[str]	 =						f'{task}.zip'
   urllib.request.urlretrieve(TASKaPATH[task]    ,   SCREAMING_SNAKE_CASE_			)
   with zipfile.ZipFile(SCREAMING_SNAKE_CASE_			) as zip_ref:
      zip_ref.extractall(SCREAMING_SNAKE_CASE_			)
   os.remove(SCREAMING_SNAKE_CASE_			)
   print("""\tCompleted!"""			)



def      __lowerCAmelCase    (				snake_case						:     Tuple    ,   snake_case						:     Tuple			)							->				List[Any]:
   print("""Processing MRPC..."""			)
   __lowerCamelCase:					Tuple	 =						os.path.join(SCREAMING_SNAKE_CASE_    ,   """MRPC"""			)
   if not os.path.isdir(SCREAMING_SNAKE_CASE_			):
      os.mkdir(SCREAMING_SNAKE_CASE_			)
   if path_to_data:
      __lowerCamelCase:					int	 =						os.path.join(SCREAMING_SNAKE_CASE_    ,   """msr_paraphrase_train.txt"""			)
      __lowerCamelCase:					Union[str, Any]	 =						os.path.join(SCREAMING_SNAKE_CASE_    ,   """msr_paraphrase_test.txt"""			)
   else:
      print("""Local MRPC data not specified, downloading data from %s""" % MRPC_TRAIN			)
      __lowerCamelCase:					Optional[Any]	 =						os.path.join(SCREAMING_SNAKE_CASE_    ,   """msr_paraphrase_train.txt"""			)
      __lowerCamelCase:					Dict	 =						os.path.join(SCREAMING_SNAKE_CASE_    ,   """msr_paraphrase_test.txt"""			)
      urllib.request.urlretrieve(SCREAMING_SNAKE_CASE_    ,   SCREAMING_SNAKE_CASE_			)
      urllib.request.urlretrieve(SCREAMING_SNAKE_CASE_    ,   SCREAMING_SNAKE_CASE_			)
   if not os.path.isfile(SCREAMING_SNAKE_CASE_			):
      raise ValueError(f'Train data not found at {mrpc_train_file}'			)
   if not os.path.isfile(SCREAMING_SNAKE_CASE_			):
      raise ValueError(f'Test data not found at {mrpc_test_file}'			)
   urllib.request.urlretrieve(TASKaPATH["""MRPC"""]    ,   os.path.join(SCREAMING_SNAKE_CASE_    ,   """dev_ids.tsv"""			)			)

   __lowerCamelCase:					str	 =						[]
   with open(os.path.join(SCREAMING_SNAKE_CASE_    ,   """dev_ids.tsv"""			)    ,   encoding="""utf8"""			) as ids_fh:
      for row in ids_fh:
         dev_ids.append(row.strip().split("""\t"""			)			)

   with open(SCREAMING_SNAKE_CASE_    ,   encoding="""utf8"""			) as data_fh, open(
       os.path.join(SCREAMING_SNAKE_CASE_    ,   """train.tsv"""			)    ,   """w"""    ,   encoding="""utf8"""			) as train_fh, open(os.path.join(SCREAMING_SNAKE_CASE_    ,   """dev.tsv"""			)    ,   """w"""    ,   encoding="""utf8"""			) as dev_fh:
      __lowerCamelCase:					int	 =						data_fh.readline()
      train_fh.write(SCREAMING_SNAKE_CASE_			)
      dev_fh.write(SCREAMING_SNAKE_CASE_			)
      for row in data_fh:
         __lowerCamelCase ,  __lowerCamelCase ,  __lowerCamelCase ,  __lowerCamelCase ,  __lowerCamelCase:					str	 =						row.strip().split("""\t"""			)
         if [ida, ida] in dev_ids:
            dev_fh.write("""%s\t%s\t%s\t%s\t%s\n""" % (label, ida, ida, sa, sa)			)
         else:
            train_fh.write("""%s\t%s\t%s\t%s\t%s\n""" % (label, ida, ida, sa, sa)			)

   with open(SCREAMING_SNAKE_CASE_    ,   encoding="""utf8"""			) as data_fh, open(
       os.path.join(SCREAMING_SNAKE_CASE_    ,   """test.tsv"""			)    ,   """w"""    ,   encoding="""utf8"""			) as test_fh:
      __lowerCamelCase:					str	 =						data_fh.readline()
      test_fh.write("""index\t#1 ID\t#2 ID\t#1 String\t#2 String\n"""			)
      for idx, row in enumerate(SCREAMING_SNAKE_CASE_			):
         __lowerCamelCase ,  __lowerCamelCase ,  __lowerCamelCase ,  __lowerCamelCase ,  __lowerCamelCase:					Optional[Any]	 =						row.strip().split("""\t"""			)
         test_fh.write("""%d\t%s\t%s\t%s\t%s\n""" % (idx, ida, ida, sa, sa)			)
   print("""\tCompleted!"""			)



def      __lowerCAmelCase    (				snake_case						:     Dict			)							->				str:
   print("""Downloading and extracting diagnostic..."""			)
   if not os.path.isdir(os.path.join(SCREAMING_SNAKE_CASE_    ,   """diagnostic"""			)			):
      os.mkdir(os.path.join(SCREAMING_SNAKE_CASE_    ,   """diagnostic"""			)			)
   __lowerCamelCase:					Union[str, Any]	 =						os.path.join(SCREAMING_SNAKE_CASE_    ,   """diagnostic"""    ,   """diagnostic.tsv"""			)
   urllib.request.urlretrieve(TASKaPATH["""diagnostic"""]    ,   SCREAMING_SNAKE_CASE_			)
   print("""\tCompleted!"""			)
   return



def      __lowerCAmelCase    (				snake_case						:     List[Any]			)							->				int:
   __lowerCamelCase:					Any	 =						task_names.split(""","""			)
   if "all" in task_names:
      __lowerCamelCase:					Dict	 =						TASKS
   else:
      __lowerCamelCase:					Optional[Any]	 =						[]
      for task_name in task_names:
         if task_name not in TASKS:
            raise ValueError(f'Task {task_name} not found!'			)
         tasks.append(SCREAMING_SNAKE_CASE_			)
   return tasks



def      __lowerCAmelCase    (				snake_case						:     Union[str, Any]			)							->				int:
   __lowerCamelCase:					Any	 =						argparse.ArgumentParser()
   parser.add_argument("""--data_dir"""    ,   help="""directory to save data to"""    ,   type=SCREAMING_SNAKE_CASE_    ,   default="""glue_data"""			)
   parser.add_argument(
       """--tasks"""    ,   help="""tasks to download data for as a comma separated string"""    ,   type=SCREAMING_SNAKE_CASE_    ,   default="""all"""			)
   parser.add_argument(
       """--path_to_mrpc"""    ,   help="""path to directory containing extracted MRPC data, msr_paraphrase_train.txt and msr_paraphrase_text.txt"""    ,   type=SCREAMING_SNAKE_CASE_    ,   default=""""""    ,   )
   __lowerCamelCase:					str	 =						parser.parse_args(SCREAMING_SNAKE_CASE_			)

   if not os.path.isdir(args.data_dir			):
      os.mkdir(args.data_dir			)
   __lowerCamelCase:					int	 =						get_tasks(args.tasks			)

   for task in tasks:
      if task == "MRPC":
         format_mrpc(args.data_dir    ,   args.path_to_mrpc			)
      elif task == "diagnostic":
         download_diagnostic(args.data_dir			)
      else:
         download_and_extract(SCREAMING_SNAKE_CASE_    ,   args.data_dir			)


if __name__ == "__main__":
   sys.exit(main(sys.argv[1:]))




"""simple docstring"""




from __future__ import annotations

from math import pi, pow

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_     ):
					if side_length < 0:
										raise ValueError('vol_cube() only accepts non-negative values'     )
					return pow(SCREAMING_SNAKE_CASE_,	3     )

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if height < 0 or radius < 0:
										raise ValueError('vol_spherical_cap() only accepts non-negative values'     )
					# Volume is 1/3 pi * height squared * (3 * radius - height)
					return 1 / 3 * pi * pow(SCREAMING_SNAKE_CASE_,	2     ) * (3 * radius - height)

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if radius_a < 0 or radius_a < 0 or centers_distance < 0:
										raise ValueError('vol_spheres_intersect() only accepts non-negative values'     )
					if centers_distance == 0:
										return vol_sphere(min(SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     )     )

					SCREAMING_SNAKE_CASE           =      (
					    (radius_a - radius_a + centers_distance)
					    * (radius_a + radius_a - centers_distance)
					    / (2 * centers_distance)
					)
					SCREAMING_SNAKE_CASE           =      (
					    (radius_a - radius_a + centers_distance)
					    * (radius_a + radius_a - centers_distance)
					    / (2 * centers_distance)
					)

					return vol_spherical_cap(SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ) + vol_spherical_cap(SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     )

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):

					if radius_a <= 0 or radius_a <= 0 or centers_distance < 0:
										raise ValueError(
										    'vol_spheres_union() only accepts non-negative values, non-zero radius'     )

					if centers_distance == 0:
										return vol_sphere(max(SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     )     )

					return (
					    vol_sphere(SCREAMING_SNAKE_CASE_     )
					    + vol_sphere(SCREAMING_SNAKE_CASE_     )
					    - vol_spheres_intersect(SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     )
					)

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if width < 0 or height < 0 or length < 0:
										raise ValueError('vol_cuboid() only accepts non-negative values'     )
					return float(width * height * length     )

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if height < 0 or area_of_base < 0:
										raise ValueError('vol_cone() only accepts non-negative values'     )
					return area_of_base * height / 3.0

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if height < 0 or radius < 0:
										raise ValueError('vol_right_circ_cone() only accepts non-negative values'     )
					return pi * pow(SCREAMING_SNAKE_CASE_,	2     ) * height / 3.0

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if height < 0 or area_of_base < 0:
										raise ValueError('vol_prism() only accepts non-negative values'     )
					return float(area_of_base * height     )

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if height < 0 or area_of_base < 0:
										raise ValueError('vol_pyramid() only accepts non-negative values'     )
					return area_of_base * height / 3.0

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_     ):
					if radius < 0:
										raise ValueError('vol_sphere() only accepts non-negative values'     )
					# Volume is 4/3 * pi * radius cubed
					return 4 / 3 * pi * pow(SCREAMING_SNAKE_CASE_,	3     )

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_     ):
					if radius < 0:
										raise ValueError('vol_hemisphere() only accepts non-negative values'     )
					# Volume is radius cubed * pi * 2/3
					return pow(SCREAMING_SNAKE_CASE_,	3     ) * pi * 2 / 3

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if height < 0 or radius < 0:
										raise ValueError('vol_circular_cylinder() only accepts non-negative values'     )
					# Volume is radius squared * height * pi
					return pow(SCREAMING_SNAKE_CASE_,	2     ) * height * pi

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					# Volume - (outer_radius squared - inner_radius squared) * pi * height
					if inner_radius < 0 or outer_radius < 0 or height < 0:
										raise ValueError(
										    'vol_hollow_circular_cylinder() only accepts non-negative values'     )
					if outer_radius <= inner_radius:
										raise ValueError('outer_radius must be greater than inner_radius'     )
					return pi * (pow(SCREAMING_SNAKE_CASE_,	2     ) - pow(SCREAMING_SNAKE_CASE_,	2     )) * height

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					# Volume is 1/3 * pi * height *
					#           (radius_1 squared + radius_2 squared + radius_1 * radius_2)
					if radius_a < 0 or radius_a < 0 or height < 0:
										raise ValueError('vol_conical_frustum() only accepts non-negative values'     )
					return (
					    1
					    / 3
					    * pi
					    * height
					    * (pow(SCREAMING_SNAKE_CASE_,	2     ) + pow(SCREAMING_SNAKE_CASE_,	2     ) + radius_a * radius_a)
					)

def     UpperCamelCase_    (						SCREAMING_SNAKE_CASE_,	SCREAMING_SNAKE_CASE_     ):
					if torus_radius < 0 or tube_radius < 0:
										raise ValueError('vol_torus() only accepts non-negative values'     )
					return 2 * pow(SCREAMING_SNAKE_CASE_,	2     ) * torus_radius * pow(SCREAMING_SNAKE_CASE_,	2     )

def     UpperCamelCase_    (						):
					print('Volumes:'     )
					print(f'''Cube: {vol_cube(2     ) = }'''     )  # = 8
					print(f'''Cuboid: {vol_cuboid(2,	2,	2     ) = }'''     )  # = 8
					print(f'''Cone: {vol_cone(2,	2     ) = }'''     )  # ~= 1.33
					print(f'''Right Circular Cone: {vol_right_circ_cone(2,	2     ) = }'''     )  # ~= 8.38
					print(f'''Prism: {vol_prism(2,	2     ) = }'''     )  # = 4
					print(f'''Pyramid: {vol_pyramid(2,	2     ) = }'''     )  # ~= 1.33
					print(f'''Sphere: {vol_sphere(2     ) = }'''     )  # ~= 33.5
					print(f'''Hemisphere: {vol_hemisphere(2     ) = }'''     )  # ~= 16.75
					print(f'''Circular Cylinder: {vol_circular_cylinder(2,	2     ) = }'''     )  # ~= 25.1
					print(f'''Torus: {vol_torus(2,	2     ) = }'''     )  # ~= 157.9
					print(f'''Conical Frustum: {vol_conical_frustum(2,	2,	4     ) = }'''     )  # ~= 58.6
					print(f'''Spherical cap: {vol_spherical_cap(1,	2     ) = }'''     )  # ~= 5.24
					print(f'''Spheres intersetion: {vol_spheres_intersect(2,	2,	1     ) = }'''     )  # ~= 21.21
					print(f'''Spheres union: {vol_spheres_union(2,	2,	1     ) = }'''     )  # ~= 45.81
					print(
					    f'''Hollow Circular Cylinder: {vol_hollow_circular_cylinder(1,	2,	3     ) = }'''     )  # ~= 28.3


if __name__ == "__main__":
	main()
