


'''simple docstring'''
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 				lowerCAmelCase__	(       UpperCAmelCase    ,       UpperCAmelCase     ):






       """simple docstring"""





       print(f"""Downloading and extracting {task}..."""     )
       snake_case__					:	Tuple          =					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 				lowerCAmelCase__	(       UpperCAmelCase    ,       UpperCAmelCase     ):






       """simple docstring"""





       print("""Processing MRPC..."""     )
       snake_case__					:	int          =					os.path.join(UpperCAmelCase    ,       """MRPC"""     )
       if not os.path.isdir(UpperCAmelCase     ):
              os.mkdir(UpperCAmelCase     )
       if path_to_data:
              snake_case__					:	int          =					os.path.join(UpperCAmelCase    ,       """msr_paraphrase_train.txt"""     )
              snake_case__					:	List[Any]          =					os.path.join(UpperCAmelCase    ,       """msr_paraphrase_test.txt"""     )
       else:
              print("""Local MRPC data not specified, downloading data from %s""" % MRPC_TRAIN     )
              snake_case__					:	str          =					os.path.join(UpperCAmelCase    ,       """msr_paraphrase_train.txt"""     )
              snake_case__					:	Optional[int]          =					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"""     )     )

       snake_case__					:	Union[str, Any]          =					[]
       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:
              snake_case__					:	List[str]          =					data_fh.readline()
              train_fh.write(UpperCAmelCase     )
              dev_fh.write(UpperCAmelCase     )
              for row in data_fh:
                     snake_case__					:	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(UpperCAmelCase    ,       encoding="""utf8"""     ) as data_fh, open(
           os.path.join(UpperCAmelCase    ,       """test.tsv"""     )    ,       """w"""    ,       encoding="""utf8"""     ) as test_fh:
              snake_case__					:	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     ):
                     snake_case__					:	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 				lowerCAmelCase__	(       UpperCAmelCase     ):






       """simple docstring"""





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



def 				lowerCAmelCase__	(       UpperCAmelCase     ):






       """simple docstring"""





       snake_case__					:	Optional[int]          =					task_names.split(""","""     )
       if "all" in task_names:
              snake_case__					:	Tuple          =					TASKS
       else:
              snake_case__					:	List[Any]          =					[]
              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 				lowerCAmelCase__	(       UpperCAmelCase     ):






       """simple docstring"""





       snake_case__					:	str          =					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=""""""    ,       )
       snake_case__					:	Dict          =					parser.parse_args(UpperCAmelCase     )

       if not os.path.isdir(args.data_dir     ):
              os.mkdir(args.data_dir     )
       snake_case__					:	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(UpperCAmelCase    ,       args.data_dir     )


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








class     __a     :
 def __init__(  self					)   ->							Tuple:




        '''simple docstring'''
        lowercase__:  str         =  []
        lowercase__:  Any         =  0
        lowercase__:  int         =  0
 def __str__(  self					)   ->							Any:




        '''simple docstring'''
        lowercase__:  str         =  '<' + str(self.entries					)[1:-1] + '>'
        return printed
 def 						SCREAMING_SNAKE_CASE__  (  self							,					lowerCAmelCase__					)   ->							List[str]:




        '''simple docstring'''
        self.entries.append(lowerCAmelCase__					)
        lowercase__:  List[str]         =  self.length + 1
 def 						SCREAMING_SNAKE_CASE__  (  self					)   ->							str:




        '''simple docstring'''
        lowercase__:  Any         =  self.length - 1
        lowercase__:  Optional[int]         =  self.entries[self.front]
        # self.front-=1
        # self.entries = self.entries[self.front:]
        lowercase__:  int         =  self.entries[1:]
        return dequeued
 def 						SCREAMING_SNAKE_CASE__  (  self							,					lowerCAmelCase__					)   ->							List[str]:




        '''simple docstring'''
        for _ in range(lowerCAmelCase__					):
               self.put(self.get()					)
 def 						SCREAMING_SNAKE_CASE__  (  self					)   ->							Union[str, Any]:




        '''simple docstring'''
        return self.entries[0]
 def 						SCREAMING_SNAKE_CASE__  (  self					)   ->							Optional[int]:




        '''simple docstring'''
        return self.length


