






"""simple docstring"""


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


_UpperCamelCase   :						str     						= ["""CoLA""", """SST""", """MRPC""", """QQP""", """STS""", """MNLI""", """SNLI""", """QNLI""", """RTE""", """WNLI""", """diagnostic"""]
_UpperCamelCase   :						Optional[int]     						= {
    """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""",
}

_UpperCamelCase   :						List[str]     						= """https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt"""
_UpperCamelCase   :						Any     						= """https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"""




def 				a (     UpperCamelCase_							:				Optional[int]     ,	UpperCamelCase_							:				Tuple		)  ->		Dict:
 print(F"Downloading and extracting {task}..."		)
 __A	:       Dict       =	F"{task}.zip"
 urllib.request.urlretrieve(TASKaPATH[task]     ,	UpperCamelCase_		)
 with zipfile.ZipFile(UpperCamelCase_		) as zip_ref:
  zip_ref.extractall(UpperCamelCase_		)
 os.remove(UpperCamelCase_		)
 print('\tCompleted!'		)




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

 __A	:       Optional[int]       =	[]
 with open(os.path.join(UpperCamelCase_     ,	'dev_ids.tsv'		)     ,	encoding='utf8'		) as ids_fh:
  for row in ids_fh:
   dev_ids.append(row.strip().split('\t'		)		)

 with open(UpperCamelCase_     ,	encoding='utf8'		) as data_fh, open(
     os.path.join(UpperCamelCase_     ,	'train.tsv'		)     ,	'w'     ,	encoding='utf8'		) as train_fh, open(os.path.join(UpperCamelCase_     ,	'dev.tsv'		)     ,	'w'     ,	encoding='utf8'		) as dev_fh:
  __A	:       List[Any]       =	data_fh.readline()
  train_fh.write(UpperCamelCase_		)
  dev_fh.write(UpperCamelCase_		)
  for row in data_fh:
   __A    ,					__A    ,					__A    ,					__A    ,					__A	:       List[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(UpperCamelCase_     ,	encoding='utf8'		) as data_fh, open(
     os.path.join(UpperCamelCase_     ,	'test.tsv'		)     ,	'w'     ,	encoding='utf8'		) as test_fh:
  __A	:       Optional[int]       =	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(UpperCamelCase_		):
   __A    ,					__A    ,					__A    ,					__A    ,					__A	:       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 				a (     UpperCamelCase_							:				Tuple		)  ->		Union[str, Any]:
 print('Downloading and extracting diagnostic...'		)
 if not os.path.isdir(os.path.join(UpperCamelCase_     ,	'diagnostic'		)		):
  os.mkdir(os.path.join(UpperCamelCase_     ,	'diagnostic'		)		)
 __A	:       Any       =	os.path.join(UpperCamelCase_     ,	'diagnostic'     ,	'diagnostic.tsv'		)
 urllib.request.urlretrieve(TASKaPATH['diagnostic']     ,	UpperCamelCase_		)
 print('\tCompleted!'		)
 return




def 				a (     UpperCamelCase_							:				Optional[Any]		)  ->		Tuple:
 __A	:       Any       =	task_names.split(','		)
 if "all" in task_names:
  __A	:       Dict       =	TASKS
 else:
  __A	:       int       =	[]
  for task_name in task_names:
   if task_name not in TASKS:
    raise ValueError(F"Task {task_name} not found!"		)
   tasks.append(UpperCamelCase_		)
 return tasks




def 				a (     UpperCamelCase_							:				Optional[int]		)  ->		Optional[int]:
 __A	:       Union[str, Any]       =	argparse.ArgumentParser()
 parser.add_argument('--data_dir'     ,	help='directory to save data to'     ,	type=UpperCamelCase_     ,	default='glue_data'		)
 parser.add_argument(
     '--tasks'     ,	help='tasks to download data for as a comma separated string'     ,	type=UpperCamelCase_     ,	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=UpperCamelCase_     ,	default=''     ,	)
 __A	:       str       =	parser.parse_args(UpperCamelCase_		)

 if not os.path.isdir(args.data_dir		):
  os.mkdir(args.data_dir		)
 __A	:       Optional[Any]       =	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(UpperCamelCase_     ,	args.data_dir		)


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













"""simple docstring"""


import math




def 				a (     UpperCamelCase_							:				int		)  ->		list[int]:
 if not isinstance(UpperCamelCase_     ,	UpperCamelCase_		):
  __A	:       Any       =	F"Input value of [number={number}] must be an integer"
  raise TypeError(UpperCamelCase_		)
 if number < 1:
  __A	:       int       =	F"Input value of [number={number}] must be a positive integer"
  raise ValueError(UpperCamelCase_		)
 __A	:       Optional[Any]       =	[number]
 while number != 1:
  if number % 2 == 0:
   __A	:       Optional[int]       =	math.floor(math.sqrt(UpperCamelCase_		)		)
  else:
   __A	:       List[str]       =	math.floor(
       math.sqrt(UpperCamelCase_		) * math.sqrt(UpperCamelCase_		) * math.sqrt(UpperCamelCase_		)		)
  sequence.append(UpperCamelCase_		)
 return sequence


if __name__ == "__main__":
   import doctest

   doctest.testmod()





