


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   snake_case_	(    snake_case     ,				snake_case	)    ->							Optional[Any]:
       print(f'Downloading and extracting {task}...'	)
       lowercase__:  Tuple         =  f'{task}.zip'
       urllib.request.urlretrieve(TASKaPATH[task]     ,				snake_case	)
       with zipfile.ZipFile(snake_case	) as zip_ref:
              zip_ref.extractall(snake_case	)
       os.remove(snake_case	)
       print('\tCompleted!'	)




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

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

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




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




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

       if not os.path.isdir(args.data_dir	):
              os.mkdir(args.data_dir	)
       lowercase__:  str         =  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(snake_case     ,				args.data_dir	)


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






from typing import TYPE_CHECKING

from ...utils import _LazyModule


__lowerCAmelCase									=				{'''tokenization_phobert''': ['''PhobertTokenizer''']}


if TYPE_CHECKING:
 from .tokenization_phobert import PhobertTokenizer

else:
 import sys

 __lowerCAmelCase									=				_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)


