
"""simple docstring"""







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


lowercase_						    =					["CoLA", "SST", "MRPC", "QQP", "STS", "MNLI", "SNLI", "QNLI", "RTE", "WNLI", "diagnostic"]
lowercase_						    =					{
    "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",
}

lowercase_						    =					"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt"
lowercase_						    =					"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"




def 			A_			(					lowercase						, lowercase      )     ->							Union[str, Any]:


     """simple docstring"""







     print(f'''Downloading and extracting {task}...'''      )
     UpperCAmelCase_						:    List[str]    					=  f'''{task}.zip'''
     urllib.request.urlretrieve(TASKaPATH[task]						, lowercase      )
     with zipfile.ZipFile(lowercase      ) as zip_ref:
          zip_ref.extractall(lowercase      )
     os.remove(lowercase      )
     print("""\tCompleted!"""      )




def 			A_			(					lowercase						, lowercase      )     ->							Any:


     """simple docstring"""







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

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

     with open(lowercase						, encoding="""utf8"""      ) as data_fh, open(
         os.path.join(lowercase						, """train.tsv"""      )						, """w"""						, encoding="""utf8"""      ) as train_fh, open(os.path.join(lowercase						, """dev.tsv"""      )						, """w"""						, encoding="""utf8"""      ) as dev_fh:
          UpperCAmelCase_						:    Optional[int]    					=  data_fh.readline()
          train_fh.write(lowercase      )
          dev_fh.write(lowercase      )
          for row in data_fh:
               UpperCAmelCase_					,UpperCAmelCase_					,UpperCAmelCase_					,UpperCAmelCase_					,UpperCAmelCase_						:    Any    					=  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(lowercase						, encoding="""utf8"""      ) as data_fh, open(
         os.path.join(lowercase						, """test.tsv"""      )						, """w"""						, encoding="""utf8"""      ) as test_fh:
          UpperCAmelCase_						:    Tuple    					=  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(lowercase      ):
               UpperCAmelCase_					,UpperCAmelCase_					,UpperCAmelCase_					,UpperCAmelCase_					,UpperCAmelCase_						:    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 			A_			(					lowercase      )     ->							List[str]:


     """simple docstring"""







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




def 			A_			(					lowercase      )     ->							Any:


     """simple docstring"""







     UpperCAmelCase_						:    Optional[int]    					=  task_names.split(""","""      )
     if "all" in task_names:
          UpperCAmelCase_						:    List[Any]    					=  TASKS
     else:
          UpperCAmelCase_						:    List[Any]    					=  []
          for task_name in task_names:
               if task_name not in TASKS:
                    raise ValueError(f'''Task {task_name} not found!'''      )
               tasks.append(lowercase      )
     return tasks




def 			A_			(					lowercase      )     ->							Union[str, Any]:


     """simple docstring"""







     UpperCAmelCase_						:    Dict    					=  argparse.ArgumentParser()
     parser.add_argument("""--data_dir"""						, help="""directory to save data to"""						, type=lowercase						, default="""glue_data"""      )
     parser.add_argument(
         """--tasks"""						, help="""tasks to download data for as a comma separated string"""						, type=lowercase						, 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=lowercase						, default=""""""						, )
     UpperCAmelCase_						:    List[str]    					=  parser.parse_args(lowercase      )

     if not os.path.isdir(args.data_dir      ):
          os.mkdir(args.data_dir      )
     UpperCAmelCase_						:    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(lowercase						, args.data_dir      )


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



"""simple docstring"""







import unittest

from transformers.image_processing_utils import get_size_dict



class 		UpperCAmelCase_	(unittest.TestCase						):
 """simple docstring"""




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



      """simple docstring"""

      UpperCAmelCase_						:    Any    					=  {"""wrong_key""": 2_24}
      with self.assertRaises(a_ ):
           get_size_dict(a_ )

      UpperCAmelCase_						:    Union[str, Any]    					=  {"""height""": 2_24}
      with self.assertRaises(a_ ):
           get_size_dict(a_ )

      UpperCAmelCase_						:    Union[str, Any]    					=  {"""width""": 2_24, """shortest_edge""": 2_24}
      with self.assertRaises(a_ ):
           get_size_dict(a_ )

      # Test a dict with the correct keys is returned as is
      UpperCAmelCase_						:    int    					=  {"""height""": 2_24, """width""": 2_24}
      UpperCAmelCase_						:    Dict    					=  get_size_dict(a_ )
      self.assertEqual(a_     ,   a_ )

      UpperCAmelCase_						:    Optional[int]    					=  {"""shortest_edge""": 2_24}
      UpperCAmelCase_						:    Tuple    					=  get_size_dict(a_ )
      self.assertEqual(a_     ,   {"""shortest_edge""": 2_24} )

      UpperCAmelCase_						:    str    					=  {"""longest_edge""": 2_24, """shortest_edge""": 2_24}
      UpperCAmelCase_						:    Any    					=  get_size_dict(a_ )
      self.assertEqual(a_     ,   {"""longest_edge""": 2_24, """shortest_edge""": 2_24} )

      # Test a single int value which  represents (size, size)
      UpperCAmelCase_						:    Optional[Any]    					=  get_size_dict(2_24 )
      self.assertEqual(a_     ,   {"""height""": 2_24, """width""": 2_24} )

      # Test a single int value which represents the shortest edge
      UpperCAmelCase_						:    List[str]    					=  get_size_dict(2_24     ,   default_to_square=a_ )
      self.assertEqual(a_     ,   {"""shortest_edge""": 2_24} )

      # Test a tuple of ints which represents (height, width)
      UpperCAmelCase_						:    List[Any]    					=  get_size_dict((1_50, 2_00) )
      self.assertEqual(a_     ,   {"""height""": 1_50, """width""": 2_00} )

      # Test a tuple of ints which represents (width, height)
      UpperCAmelCase_						:    List[str]    					=  get_size_dict((1_50, 2_00)     ,   height_width_order=a_ )
      self.assertEqual(a_     ,   {"""height""": 2_00, """width""": 1_50} )

      # Test an int representing the shortest edge and max_size which represents the longest edge
      UpperCAmelCase_						:    List[Any]    					=  get_size_dict(2_24     ,   max_size=2_56     ,   default_to_square=a_ )
      self.assertEqual(a_     ,   {"""shortest_edge""": 2_24, """longest_edge""": 2_56} )

      # Test int with default_to_square=True and max_size fails
      with self.assertRaises(a_ ):
           get_size_dict(2_24     ,   max_size=2_56     ,   default_to_square=a_ )

