





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


a__			:    str			      =		['CoLA', 'SST', 'MRPC', 'QQP', 'STS', 'MNLI', 'SNLI', 'QNLI', 'RTE', 'WNLI', 'diagnostic']
a__			:    str			      =		{
    '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__			:    Any			      =		'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt'
a__			:    Optional[Any]			      =		'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt'

def     UpperCAmelCase_						(						_UpperCAmelCase       :List[str]     ,	_UpperCAmelCase       :List[Any]							)  ->							Dict:
     '''simple docstring'''


     print(f'Downloading and extracting {task}...'							)
     A_					      =					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     UpperCAmelCase_						(						_UpperCAmelCase       :Dict     ,	_UpperCAmelCase       :Optional[Any]							)  ->							str:
     '''simple docstring'''


     print('''Processing MRPC...'''							)
     A_					      =					os.path.join(_UpperCAmelCase     ,	'''MRPC'''							)
     if not os.path.isdir(_UpperCAmelCase							):
          os.mkdir(_UpperCAmelCase							)
     if path_to_data:
          A_					      =					os.path.join(_UpperCAmelCase     ,	'''msr_paraphrase_train.txt'''							)
          A_					      =					os.path.join(_UpperCAmelCase     ,	'''msr_paraphrase_test.txt'''							)
     else:
          print('''Local MRPC data not specified, downloading data from %s''' % MRPC_TRAIN							)
          A_					      =					os.path.join(_UpperCAmelCase     ,	'''msr_paraphrase_train.txt'''							)
          A_					      =					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_					      =					[]
     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_					      =					data_fh.readline()
          train_fh.write(_UpperCAmelCase							)
          dev_fh.write(_UpperCAmelCase							)
          for row in data_fh:
               A_      ,						A_      ,						A_      ,						A_      ,						A_					      =					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_					      =					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_					      =					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     UpperCAmelCase_						(						_UpperCAmelCase       :int							)  ->							Union[str, Any]:
     '''simple docstring'''


     print('''Downloading and extracting diagnostic...'''							)
     if not os.path.isdir(os.path.join(_UpperCAmelCase     ,	'''diagnostic'''							)							):
          os.mkdir(os.path.join(_UpperCAmelCase     ,	'''diagnostic'''							)							)
     A_					      =					os.path.join(_UpperCAmelCase     ,	'''diagnostic'''     ,	'''diagnostic.tsv'''							)
     urllib.request.urlretrieve(TASKaPATH['''diagnostic''']     ,	_UpperCAmelCase							)
     print('''\tCompleted!'''							)
     return

def     UpperCAmelCase_						(						_UpperCAmelCase       :Dict							)  ->							Optional[Any]:
     '''simple docstring'''


     A_					      =					task_names.split(''','''							)
     if "all" in task_names:
          A_					      =					TASKS
     else:
          A_					      =					[]
          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     UpperCAmelCase_						(						_UpperCAmelCase       :Union[str, Any]							)  ->							Union[str, Any]:
     '''simple docstring'''


     A_					      =					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_					      =					parser.parse_args(_UpperCAmelCase							)

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










from __future__ import annotations

def     UpperCAmelCase_						(						_UpperCAmelCase       :list							)  ->							int | float:
     '''simple docstring'''


     A_					      =					sorted(_UpperCAmelCase							)
     A_					      =					len(_UpperCAmelCase							)
     A_					      =					length >> 1
     return (
         (sorted_list[mid_index] + sorted_list[mid_index - 1]) / 2
         if length % 2 == 0
         else sorted_list[mid_index]
     )

def     UpperCAmelCase_						(						)  ->							Optional[Any]:
     '''simple docstring'''


     import doctest

     doctest.testmod()


if __name__ == "__main__":
      main()



