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


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

_snake_case		  =   "https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt"
_snake_case		  =   "https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"
def lowerCamelCase_       (			A			:      Optional[Any]		,					A			:      str						):




      """simple docstring"""
      print(F'Downloading and extracting {task}...'						)
      lowerCAmelCase_						=      F'{task}.zip'
      urllib.request.urlretrieve(TASKaPATH[task]		,					A_						)
      with zipfile.ZipFile(A_						) as zip_ref:
            zip_ref.extractall(A_						)
      os.remove(A_						)
      print('''\tCompleted!'''						)
def lowerCamelCase_       (			A			:      Dict		,					A			:      Tuple						):




      """simple docstring"""
      print('''Processing MRPC...'''						)
      lowerCAmelCase_						=      os.path.join(A_		,					'''MRPC'''						)
      if not os.path.isdir(A_						):
            os.mkdir(A_						)
      if path_to_data:
            lowerCAmelCase_						=      os.path.join(A_		,					'''msr_paraphrase_train.txt'''						)
            lowerCAmelCase_						=      os.path.join(A_		,					'''msr_paraphrase_test.txt'''						)
      else:
            print('''Local MRPC data not specified, downloading data from %s''' % MRPC_TRAIN						)
            lowerCAmelCase_						=      os.path.join(A_		,					'''msr_paraphrase_train.txt'''						)
            lowerCAmelCase_						=      os.path.join(A_		,					'''msr_paraphrase_test.txt'''						)
            urllib.request.urlretrieve(A_		,					A_						)
            urllib.request.urlretrieve(A_		,					A_						)
      if not os.path.isfile(A_						):
            raise ValueError(F'Train data not found at {mrpc_train_file}'						)
      if not os.path.isfile(A_						):
            raise ValueError(F'Test data not found at {mrpc_test_file}'						)
      urllib.request.urlretrieve(TASKaPATH['''MRPC''']		,					os.path.join(A_		,					'''dev_ids.tsv'''						)						)

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

      with open(A_		,					encoding='''utf8'''						) as data_fh, open(
          os.path.join(A_		,					'''train.tsv'''						)		,					'''w'''		,					encoding='''utf8'''						) as train_fh, open(os.path.join(A_		,					'''dev.tsv'''						)		,					'''w'''		,					encoding='''utf8'''						) as dev_fh:
            lowerCAmelCase_						=      data_fh.readline()
            train_fh.write(A_						)
            dev_fh.write(A_						)
            for row in data_fh:
                  lowerCAmelCase_						=      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(A_		,					encoding='''utf8'''						) as data_fh, open(
          os.path.join(A_		,					'''test.tsv'''						)		,					'''w'''		,					encoding='''utf8'''						) as test_fh:
            lowerCAmelCase_						=      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(A_						):
                  lowerCAmelCase_						=      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_       (			A			:      Union[str, Any]						):




      """simple docstring"""
      print('''Downloading and extracting diagnostic...'''						)
      if not os.path.isdir(os.path.join(A_		,					'''diagnostic'''						)						):
            os.mkdir(os.path.join(A_		,					'''diagnostic'''						)						)
      lowerCAmelCase_						=      os.path.join(A_		,					'''diagnostic'''		,					'''diagnostic.tsv'''						)
      urllib.request.urlretrieve(TASKaPATH['''diagnostic''']		,					A_						)
      print('''\tCompleted!'''						)
      return
def lowerCamelCase_       (			A			:      int						):




      """simple docstring"""
      lowerCAmelCase_						=      task_names.split(''','''						)
      if "all" in task_names:
            lowerCAmelCase_						=      TASKS
      else:
            lowerCAmelCase_						=      []
            for task_name in task_names:
                  if task_name not in TASKS:
                        raise ValueError(F'Task {task_name} not found!'						)
                  tasks.append(A_						)
      return tasks
def lowerCamelCase_       (			A			:      Dict						):




      """simple docstring"""
      lowerCAmelCase_						=      argparse.ArgumentParser()
      parser.add_argument('''--data_dir'''		,					help='''directory to save data to'''		,					type=A_		,					default='''glue_data'''						)
      parser.add_argument(
          '''--tasks'''		,					help='''tasks to download data for as a comma separated string'''		,					type=A_		,					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=A_		,					default=''''''		,					)
      lowerCAmelCase_						=      parser.parse_args(A_						)

      if not os.path.isdir(args.data_dir						):
            os.mkdir(args.data_dir						)
      lowerCAmelCase_						=      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(A_		,					args.data_dir						)


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







def 	_lowerCamelCase  (		A_  :	Union[str, Any]							,  A_  :	Optional[int]      )			->			Dict:

   '''simple docstring'''






   if len(str(A_      )      ) == 1 or len(str(A_      )      ) == 1:
      return a * b

   UpperCamelCase__ :			Any 						=max(len(str(A_      )      )							,  len(str(A_      )      )      )
   UpperCamelCase__ :			Optional[int] 						=ma // 2

   UpperCamelCase__						,	UpperCamelCase__ :			Dict 						=divmod(A_							,  1_0**ma      )
   UpperCamelCase__						,	UpperCamelCase__ :			Union[str, Any] 						=divmod(A_							,  1_0**ma      )

   UpperCamelCase__ :			List[Any] 						=karatsuba(A_							,  A_      )
   UpperCamelCase__ :			Dict 						=karatsuba((aa + aa)							,  (ba + ba)      )
   UpperCamelCase__ :			Optional[int] 						=karatsuba(A_							,  A_      )

   return (z * 1_0 ** (2 * ma)) + ((y - z - x) * 1_0 ** (ma)) + (x)
def 	_lowerCamelCase  (		)			->			Any:

   '''simple docstring'''






   print(karatsuba(1_5_4_6_3							,  2_3_4_8_9      )      )


if __name__ == "__main__":
     main()

