





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


__A    :   List[Any]          =       ["CoLA", "SST", "MRPC", "QQP", "STS", "MNLI", "SNLI", "QNLI", "RTE", "WNLI", "diagnostic"]
__A    :   List[Any]          =       {
    "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",
}

__A    :   Any          =       "https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt"
__A    :   Optional[int]          =       "https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__			)  ->    List[str]:







			'''simple docstring'''

			print(F"""Downloading and extracting {task}..."""			)
			UpperCAmelCase       		=    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 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__			)  ->    Any:







			'''simple docstring'''

			print('''Processing MRPC...'''			)
			UpperCAmelCase       		=    os.path.join(UpperCamelCase__      ,      '''MRPC'''			)
			if not os.path.isdir(UpperCamelCase__			):
						os.mkdir(UpperCamelCase__			)
			if path_to_data:
						UpperCAmelCase       		=    os.path.join(UpperCamelCase__      ,      '''msr_paraphrase_train.txt'''			)
						UpperCAmelCase       		=    os.path.join(UpperCamelCase__      ,      '''msr_paraphrase_test.txt'''			)
			else:
						print('''Local MRPC data not specified, downloading data from %s''' % MRPC_TRAIN			)
						UpperCAmelCase       		=    os.path.join(UpperCamelCase__      ,      '''msr_paraphrase_train.txt'''			)
						UpperCAmelCase       		=    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'''			)			)

			UpperCAmelCase       		=    []
			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:
						UpperCAmelCase       		=    data_fh.readline()
						train_fh.write(UpperCamelCase__			)
						dev_fh.write(UpperCamelCase__			)
						for row in data_fh:
									UpperCAmelCase		,      UpperCAmelCase		,      UpperCAmelCase		,      UpperCAmelCase		,      UpperCAmelCase       		=    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:
						UpperCAmelCase       		=    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__			):
									UpperCAmelCase		,      UpperCAmelCase		,      UpperCAmelCase		,      UpperCAmelCase		,      UpperCAmelCase       		=    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 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__			)  ->    int:







			'''simple docstring'''

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





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__			)  ->    int:







			'''simple docstring'''

			UpperCAmelCase       		=    task_names.split(''','''			)
			if "all" in task_names:
						UpperCAmelCase       		=    TASKS
			else:
						UpperCAmelCase       		=    []
						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 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__			)  ->    Tuple:







			'''simple docstring'''

			UpperCAmelCase       		=    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=''''''      ,      )
			UpperCAmelCase       		=    parser.parse_args(UpperCamelCase__			)

			if not os.path.isdir(args.data_dir			):
						os.mkdir(args.data_dir			)
			UpperCAmelCase       		=    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:]))










def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__      ,      UpperCamelCase__			)  ->    float:







			'''simple docstring'''

			if mass < 0:
						raise ValueError('''The mass of the body cannot be negative'''			)
			if radius <= 0:
						raise ValueError('''The radius is always a positive non zero integer'''			)
			return (mass * (velocity) ** 2) / radius


if __name__ == "__main__":
				import doctest

				doctest.testmod(verbose=True)



