
'''simple docstring'''



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


UpperCamelCase__ :						Dict    							=					["CoLA", "SST", "MRPC", "QQP", "STS", "MNLI", "SNLI", "QNLI", "RTE", "WNLI", "diagnostic"]
UpperCamelCase__ :						Tuple    							=					{
    "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",
}

UpperCamelCase__ :						Any    							=					"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt"
UpperCamelCase__ :						Tuple    							=					"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"
def 				lowerCAmelCase_		(			SCREAMING_SNAKE_CASE_      , SCREAMING_SNAKE_CASE_  )       ->       Any:




   """simple docstring"""
   print(F"Downloading and extracting {task}..."  )
   _SCREAMING_SNAKE_CASE       	=			F"{task}.zip"
   urllib.request.urlretrieve(TASKaPATH[task]      , SCREAMING_SNAKE_CASE_  )
   with zipfile.ZipFile(SCREAMING_SNAKE_CASE_  ) as zip_ref:
      zip_ref.extractall(SCREAMING_SNAKE_CASE_  )
   os.remove(SCREAMING_SNAKE_CASE_  )
   print("""\tCompleted!"""  )
def 				lowerCAmelCase_		(			SCREAMING_SNAKE_CASE_      , SCREAMING_SNAKE_CASE_  )       ->       int:




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

   _SCREAMING_SNAKE_CASE       	=			[]
   with open(os.path.join(SCREAMING_SNAKE_CASE_      , """dev_ids.tsv"""  )      , encoding="""utf8"""  ) as ids_fh:
      for row in ids_fh:
         dev_ids.append(row.strip().split("""\t"""  )  )

   with open(SCREAMING_SNAKE_CASE_      , encoding="""utf8"""  ) as data_fh, open(
       os.path.join(SCREAMING_SNAKE_CASE_      , """train.tsv"""  )      , """w"""      , encoding="""utf8"""  ) as train_fh, open(os.path.join(SCREAMING_SNAKE_CASE_      , """dev.tsv"""  )      , """w"""      , encoding="""utf8"""  ) as dev_fh:
      _SCREAMING_SNAKE_CASE       	=			data_fh.readline()
      train_fh.write(SCREAMING_SNAKE_CASE_  )
      dev_fh.write(SCREAMING_SNAKE_CASE_  )
      for row in data_fh:
         _SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE       	=			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(SCREAMING_SNAKE_CASE_      , encoding="""utf8"""  ) as data_fh, open(
       os.path.join(SCREAMING_SNAKE_CASE_      , """test.tsv"""  )      , """w"""      , encoding="""utf8"""  ) as test_fh:
      _SCREAMING_SNAKE_CASE       	=			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(SCREAMING_SNAKE_CASE_  ):
         _SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE	,							_SCREAMING_SNAKE_CASE       	=			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_		(			SCREAMING_SNAKE_CASE_  )       ->       Optional[Any]:




   """simple docstring"""
   print("""Downloading and extracting diagnostic..."""  )
   if not os.path.isdir(os.path.join(SCREAMING_SNAKE_CASE_      , """diagnostic"""  )  ):
      os.mkdir(os.path.join(SCREAMING_SNAKE_CASE_      , """diagnostic"""  )  )
   _SCREAMING_SNAKE_CASE       	=			os.path.join(SCREAMING_SNAKE_CASE_      , """diagnostic"""      , """diagnostic.tsv"""  )
   urllib.request.urlretrieve(TASKaPATH["""diagnostic"""]      , SCREAMING_SNAKE_CASE_  )
   print("""\tCompleted!"""  )
   return
def 				lowerCAmelCase_		(			SCREAMING_SNAKE_CASE_  )       ->       List[Any]:




   """simple docstring"""
   _SCREAMING_SNAKE_CASE       	=			task_names.split(""","""  )
   if "all" in task_names:
      _SCREAMING_SNAKE_CASE       	=			TASKS
   else:
      _SCREAMING_SNAKE_CASE       	=			[]
      for task_name in task_names:
         if task_name not in TASKS:
            raise ValueError(F"Task {task_name} not found!"  )
         tasks.append(SCREAMING_SNAKE_CASE_  )
   return tasks
def 				lowerCAmelCase_		(			SCREAMING_SNAKE_CASE_  )       ->       List[str]:




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

   if not os.path.isdir(args.data_dir  ):
      os.mkdir(args.data_dir  )
   _SCREAMING_SNAKE_CASE       	=			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(SCREAMING_SNAKE_CASE_      , args.data_dir  )


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








'''simple docstring'''



#
# Sort large text files in a minimum amount of memory
#
import argparse
import os

class 				_a			:





       """simple docstring"""




       SCREAMING_SNAKE_CASE =					'block_{0}.dat'






       def __init__(							self    ,							A__ )      ->     Union[str, Any]:
          _SCREAMING_SNAKE_CASE       	=			filename
          _SCREAMING_SNAKE_CASE       	=			[]






       def     UpperCamelCase			(							self    ,							A__    ,							A__ )      ->     Optional[Any]:
          _SCREAMING_SNAKE_CASE       	=			self.BLOCK_FILENAME_FORMAT.format(A__ )
          with open(A__    ,							"""w""" ) as file:
             file.write(A__ )
          self.block_filenames.append(A__ )






       def     UpperCamelCase			(							self )      ->     Tuple:
          return self.block_filenames






       def     UpperCamelCase			(							self    ,							A__    ,							A__=None )      ->     Any:
          _SCREAMING_SNAKE_CASE       	=			0
          with open(self.filename ) as file:
             while True:
                _SCREAMING_SNAKE_CASE       	=			file.readlines(A__ )

                if lines == []:
                   break

                if sort_key is None:
                   lines.sort()
                else:
                   lines.sort(key=A__ )

                self.write_block("""""".join(A__ )    ,							A__ )
                i += 1






       def     UpperCamelCase			(							self )      ->     List[Any]:
          map(os.remove    ,							self.block_filenames )






class 				_a			:





       """simple docstring"""




       def     UpperCamelCase			(							self    ,							A__ )      ->     str:
          _SCREAMING_SNAKE_CASE       	=			-1
          _SCREAMING_SNAKE_CASE       	=			None

          for i in range(len(A__ ) ):
             if min_str is None or choices[i] < min_str:
                _SCREAMING_SNAKE_CASE       	=			i

          return min_index






class 				_a			:





       """simple docstring"""




       def __init__(							self    ,							A__ )      ->     Dict:
          _SCREAMING_SNAKE_CASE       	=			files
          _SCREAMING_SNAKE_CASE       	=			set()
          _SCREAMING_SNAKE_CASE       	=			len(A__ )
          _SCREAMING_SNAKE_CASE       	=			{i: None for i in range(self.num_buffers )}






       def     UpperCamelCase			(							self )      ->     Dict:
          return {
              i: self.buffers[i] for i in range(self.num_buffers ) if i not in self.empty
          }






       def     UpperCamelCase			(							self )      ->     Tuple:
          for i in range(self.num_buffers ):
             if self.buffers[i] is None and i not in self.empty:
                _SCREAMING_SNAKE_CASE       	=			self.files[i].readline()

                if self.buffers[i] == "":
                   self.empty.add(A__ )
                   self.files[i].close()

          if len(self.empty ) == self.num_buffers:
             return False

          return True






       def     UpperCamelCase			(							self    ,							A__ )      ->     List[str]:
          _SCREAMING_SNAKE_CASE       	=			self.buffers[index]
          _SCREAMING_SNAKE_CASE       	=			None

          return value






class 				_a			:





       """simple docstring"""




       def __init__(							self    ,							A__ )      ->     str:
          _SCREAMING_SNAKE_CASE       	=			merge_strategy






       def     UpperCamelCase			(							self    ,							A__    ,							A__    ,							A__ )      ->     Union[str, Any]:
          _SCREAMING_SNAKE_CASE       	=			FilesArray(self.get_file_handles(A__    ,							A__ ) )
          with open(A__    ,							"""w"""    ,							A__ ) as outfile:
             while buffers.refresh():
                _SCREAMING_SNAKE_CASE       	=			self.merge_strategy.select(buffers.get_dict() )
                outfile.write(buffers.unshift(A__ ) )






       def     UpperCamelCase			(							self    ,							A__    ,							A__ )      ->     str:
          _SCREAMING_SNAKE_CASE       	=			{}

          for i in range(len(A__ ) ):
             _SCREAMING_SNAKE_CASE       	=			open(filenames[i]    ,							"""r"""    ,							A__ )  # noqa: UP015

          return files






class 				_a			:





       """simple docstring"""




       def __init__(							self    ,							A__ )      ->     Union[str, Any]:
          _SCREAMING_SNAKE_CASE       	=			block_size






       def     UpperCamelCase			(							self    ,							A__    ,							A__=None )      ->     Optional[Any]:
          _SCREAMING_SNAKE_CASE       	=			self.get_number_blocks(A__    ,							self.block_size )
          _SCREAMING_SNAKE_CASE       	=			FileSplitter(A__ )
          splitter.split(self.block_size    ,							A__ )

          _SCREAMING_SNAKE_CASE       	=			FileMerger(NWayMerge() )
          _SCREAMING_SNAKE_CASE       	=			self.block_size / (num_blocks + 1)
          merger.merge(splitter.get_block_filenames()    ,							filename + """.out"""    ,							A__ )

          splitter.cleanup()






       def     UpperCamelCase			(							self    ,							A__    ,							A__ )      ->     Any:
          return (os.stat(A__ ).st_size / block_size) + 1






def 				lowerCAmelCase_		(			SCREAMING_SNAKE_CASE_  )       ->       str:




   """simple docstring"""
   if string[-1].lower() == "k":
      return int(string[:-1]  ) * 10_24
   elif string[-1].lower() == "m":
      return int(string[:-1]  ) * 10_24 * 10_24
   elif string[-1].lower() == "g":
      return int(string[:-1]  ) * 10_24 * 10_24 * 10_24
   else:
      return int(SCREAMING_SNAKE_CASE_  )
def 				lowerCAmelCase_		(			)       ->       List[str]:




   """simple docstring"""
   _SCREAMING_SNAKE_CASE       	=			argparse.ArgumentParser()
   parser.add_argument(
       """-m"""      , """--mem"""      , help="""amount of memory to use for sorting"""      , default="""100M"""  )
   parser.add_argument(
       """filename"""      , metavar="""<filename>"""      , nargs=1      , help="""name of file to sort"""  )
   _SCREAMING_SNAKE_CASE       	=			parser.parse_args()

   _SCREAMING_SNAKE_CASE       	=			ExternalSort(parse_memory(args.mem  )  )
   sorter.sort(args.filename[0]  )


if __name__ == "__main__":
     main()






