




'''simple docstring'''







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


_lowerCamelCase							:						Optional[int]								=  ['CoLA', 'SST', 'MRPC', 'QQP', 'STS', 'MNLI', 'SNLI', 'QNLI', 'RTE', 'WNLI', 'diagnostic']
_lowerCamelCase							:						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',
}

_lowerCamelCase							:						Union[str, Any]								=  'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt'
_lowerCamelCase							:						Any								=  'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt'






def 		_lowercase		(	lowercase_						,							lowercase_  ):



		'''simple docstring'''







		print(f'''Downloading and extracting {task}...'''  )
		_snake_case	       =       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 		_lowercase		(	lowercase_						,							lowercase_  ):



		'''simple docstring'''







		print("Processing MRPC..."  )
		_snake_case	       =       os.path.join(__UpperCamelCase						,							"MRPC"  )
		if not os.path.isdir(__UpperCamelCase  ):
				os.mkdir(__UpperCamelCase  )
		if path_to_data:
				_snake_case	       =       os.path.join(__UpperCamelCase						,							"msr_paraphrase_train.txt"  )
				_snake_case	       =       os.path.join(__UpperCamelCase						,							"msr_paraphrase_test.txt"  )
		else:
				print("Local MRPC data not specified, downloading data from %s" % MRPC_TRAIN  )
				_snake_case	       =       os.path.join(__UpperCamelCase						,							"msr_paraphrase_train.txt"  )
				_snake_case	       =       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	       =       []
		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	       =       data_fh.readline()
				train_fh.write(__UpperCamelCase  )
				dev_fh.write(__UpperCamelCase  )
				for row in data_fh:
						_snake_case       ,    _snake_case       ,    _snake_case       ,    _snake_case       ,    _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(__UpperCamelCase						,							encoding="utf8"  ) as data_fh, open(
		    os.path.join(__UpperCamelCase						,							"test.tsv"  )						,							"w"						,							encoding="utf8"  ) as test_fh:
				_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(__UpperCamelCase  ):
						_snake_case       ,    _snake_case       ,    _snake_case       ,    _snake_case       ,    _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 		_lowercase		(	lowercase_  ):



		'''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	       =       os.path.join(__UpperCamelCase						,							"diagnostic"						,							"diagnostic.tsv"  )
		urllib.request.urlretrieve(TASKaPATH["diagnostic"]						,							__UpperCamelCase  )
		print("\tCompleted!"  )
		return






def 		_lowercase		(	lowercase_  ):



		'''simple docstring'''







		_snake_case	       =       task_names.split(","  )
		if "all" in task_names:
				_snake_case	       =       TASKS
		else:
				_snake_case	       =       []
				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 		_lowercase		(	lowercase_  ):



		'''simple docstring'''







		_snake_case	       =       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	       =       parser.parse_args(__UpperCamelCase  )

		if not os.path.isdir(args.data_dir  ):
				os.mkdir(args.data_dir  )
		_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(__UpperCamelCase						,							args.data_dir  )


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











from __future__ import annotations

from collections.abc import Iterable
from dataclasses import dataclass
from typing import Any
class       __a					:


     """simple docstring"""


     _A				:    List[Any]									=  ("_front", "_back", "_len")
     @dataclass
     class       __a					:


          """simple docstring"""


          _A				:    Any									=  None
          _A				:    Deque._Node | None									=  None
          _A				:    Deque._Node | None									=  None






     class       __a					:


          """simple docstring"""


          _A				:    List[str]									=  ("_cur",)




          def __init__(	self			: int				,_UpperCamelCase			: Deque._Node | None						)		->   None:


              '''simple docstring'''





              SCREAMING_SNAKE_CASE__								=cur




          def __iter__(	self			: Optional[Any]						)		->   Deque._Iterator:


              '''simple docstring'''





              return self




          def   __A				(	self			: Union[str, Any]						)		->   Any:


              '''simple docstring'''





              if self._cur is None:
                  # finished iterating
                  raise StopIteration
              SCREAMING_SNAKE_CASE__								=self._cur.val
              SCREAMING_SNAKE_CASE__								=self._cur.next_node

              return val






     def __init__(	self			: Union[str, Any]				,_UpperCamelCase			: Iterable[Any] | None = None						)		->   None:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=None
         SCREAMING_SNAKE_CASE__								=None
         SCREAMING_SNAKE_CASE__								=0

         if iterable is not None:
             # append every value to the deque
             for val in iterable:
                 self.append(_UpperCamelCase						)




     def   __A				(	self			: Optional[Any]				,_UpperCamelCase			: Any						)		->   None:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=self._Node(_UpperCamelCase				,_UpperCamelCase				,_UpperCamelCase						)
         if self.is_empty():
             # front = back
             SCREAMING_SNAKE_CASE__								=SCREAMING_SNAKE_CASE__								=node
             SCREAMING_SNAKE_CASE__								=1
         else:
             # connect nodes
             SCREAMING_SNAKE_CASE__								=node
             SCREAMING_SNAKE_CASE__								=self._back
             SCREAMING_SNAKE_CASE__								=node  # assign new back to the new node

             self._len += 1

             # make sure there were no errors
             assert not self.is_empty(), "Error on appending value."




     def   __A				(	self			: Any				,_UpperCamelCase			: Any						)		->   None:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=self._Node(_UpperCamelCase				,_UpperCamelCase				,_UpperCamelCase						)
         if self.is_empty():
             # front = back
             SCREAMING_SNAKE_CASE__								=SCREAMING_SNAKE_CASE__								=node
             SCREAMING_SNAKE_CASE__								=1
         else:
             # connect nodes
             SCREAMING_SNAKE_CASE__								=self._front
             SCREAMING_SNAKE_CASE__								=node
             SCREAMING_SNAKE_CASE__								=node  # assign new front to the new node

             self._len += 1

             # make sure there were no errors
             assert not self.is_empty(), "Error on appending value."




     def   __A				(	self			: List[Any]				,_UpperCamelCase			: Iterable[Any]						)		->   None:


         '''simple docstring'''





         for val in iterable:
             self.append(_UpperCamelCase						)




     def   __A				(	self			: str				,_UpperCamelCase			: Iterable[Any]						)		->   None:


         '''simple docstring'''





         for val in iterable:
             self.appendleft(_UpperCamelCase						)




     def   __A				(	self			: str						)		->   Any:


         '''simple docstring'''





         assert not self.is_empty(), "Deque is empty."

         SCREAMING_SNAKE_CASE__								=self._back
         SCREAMING_SNAKE_CASE__								=self._back.prev_node  # set new back
         # drop the last node - python will deallocate memory automatically
         SCREAMING_SNAKE_CASE__								=None

         self._len -= 1

         return topop.val




     def   __A				(	self			: Union[str, Any]						)		->   Any:


         '''simple docstring'''





         assert not self.is_empty(), "Deque is empty."

         SCREAMING_SNAKE_CASE__								=self._front
         SCREAMING_SNAKE_CASE__								=self._front.next_node  # set new front and drop the first node
         SCREAMING_SNAKE_CASE__								=None

         self._len -= 1

         return topop.val




     def   __A				(	self			: Tuple						)		->   bool:


         '''simple docstring'''





         return self._front is None




     def __len__(	self			: Optional[int]						)		->   int:


         '''simple docstring'''





         return self._len




     def __eq__(	self			: Union[str, Any]				,_UpperCamelCase			: object						)		->   bool:


         '''simple docstring'''





         if not isinstance(_UpperCamelCase				,_UpperCamelCase						):
             return NotImplemented

         SCREAMING_SNAKE_CASE__								=self._front
         SCREAMING_SNAKE_CASE__								=other._front

         # if the length of the dequeues are not the same, they are not equal
         if len(self						) != len(_UpperCamelCase						):
             return False

         while me is not None and oth is not None:
             # compare every value
             if me.val != oth.val:
                 return False
             SCREAMING_SNAKE_CASE__								=me.next_node
             SCREAMING_SNAKE_CASE__								=oth.next_node

         return True




     def __iter__(	self			: Optional[Any]						)		->   Deque._Iterator:


         '''simple docstring'''





         return Deque._Iterator(self._front						)




     def __repr__(	self			: Optional[Any]						)		->   str:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=[]
         SCREAMING_SNAKE_CASE__								=self._front
         while aux is not None:
             # append the values in a list to display
             values_list.append(aux.val						)
             SCREAMING_SNAKE_CASE__								=aux.next_node

         return f"""[{", ".join(repr(_UpperCamelCase						) for val in values_list						)}]"""


if __name__ == "__main__":
    import doctest

    doctest.testmod()






