


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


__lowerCamelCase   	=  ['''CoLA''', '''SST''', '''MRPC''', '''QQP''', '''STS''', '''MNLI''', '''SNLI''', '''QNLI''', '''RTE''', '''WNLI''', '''diagnostic''']
__lowerCamelCase   	=  {
    '''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''',
}

__lowerCamelCase   	=  '''https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt'''
__lowerCamelCase   	=  '''https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt'''



def 			_a      (    __UpperCamelCase	,	__UpperCamelCase			):
     print(F'''Downloading and extracting {task}...'''			)
     a_     :  Union[str, Any]				      =     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	,	__UpperCamelCase			):
     print("""Processing MRPC..."""			)
     a_     :  Tuple				      =     os.path.join(__UpperCamelCase	,	"""MRPC"""			)
     if not os.path.isdir(__UpperCamelCase			):
          os.mkdir(__UpperCamelCase			)
     if path_to_data:
          a_     :  Any				      =     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_     :  List[Any]				      =     os.path.join(__UpperCamelCase	,	"""msr_paraphrase_train.txt"""			)
          a_     :  Dict				      =     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_     :  List[str]				      =     []
     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_     :  str				      =     data_fh.readline()
          train_fh.write(__UpperCamelCase			)
          dev_fh.write(__UpperCamelCase			)
          for row in data_fh:
               a_      ,      a_      ,      a_      ,      a_      ,      a_     :  List[Any]				      =     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_     :  Dict				      =     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			):
     print("""Downloading and extracting diagnostic..."""			)
     if not os.path.isdir(os.path.join(__UpperCamelCase	,	"""diagnostic"""			)			):
          os.mkdir(os.path.join(__UpperCamelCase	,	"""diagnostic"""			)			)
     a_     :  str				      =     os.path.join(__UpperCamelCase	,	"""diagnostic"""	,	"""diagnostic.tsv"""			)
     urllib.request.urlretrieve(TASKaPATH["""diagnostic"""]	,	__UpperCamelCase			)
     print("""\tCompleted!"""			)
     return



def 			_a      (    __UpperCamelCase			):
     a_     :  int				      =     task_names.split(""","""			)
     if "all" in task_names:
          a_     :  Optional[int]				      =     TASKS
     else:
          a_     :  List[str]				      =     []
          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			):
     a_     :  Optional[int]				      =     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_     :  int				      =     parser.parse_args(__UpperCamelCase			)

     if not os.path.isdir(args.data_dir			):
          os.mkdir(args.data_dir			)
     a_     :  Tuple				      =     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'''


from itertools import combinations, product







def     SCREAMING_SNAKE_CASE(	UpperCamelCase ,UpperCamelCase ,UpperCamelCase ,UpperCamelCase	)     ->     bool:
	if xa == ya == 0 or xa == ya == 0:
		return False
	UpperCAmelCase_		:   int													=       xa * xa + ya * ya
	UpperCAmelCase_		:   List[str]													=       xa * xa + ya * ya
	UpperCAmelCase_		:   Optional[Any]													=       (xa - xa) * (xa - xa) + (ya - ya) * (ya - ya)
	return (
	    a_square + b_square == c_square
	    or a_square + c_square == b_square
	    or b_square + c_square == a_square
	)







def     SCREAMING_SNAKE_CASE(	UpperCamelCase = 5_0	)     ->     int:
	return sum(
	    1
	    for pta, pta in combinations(product(range(limit + 1	) ,repeat=2	) ,2	)
	    if is_right(*UpperCamelCase ,*UpperCamelCase	)	)


if __name__ == "__main__":
						print(F'{solution() = }')






