



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


a			:     Union[str, Any]     = ['CoLA', 'SST', 'MRPC', 'QQP', 'STS', 'MNLI', 'SNLI', 'QNLI', 'RTE', 'WNLI', 'diagnostic']
a			:     int     = {
    '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			:     str     = 'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt'







def    lowerCAmelCase_  (lowerCAmelCase__:		Tuple		,	lowerCAmelCase__:		List[str]     ):





			"""simple docstring"""


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







def    lowerCAmelCase_  (lowerCAmelCase__:		Optional[int]		,	lowerCAmelCase__:		Any     ):





			"""simple docstring"""


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

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

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





			"""simple docstring"""


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







def    lowerCAmelCase_  (lowerCAmelCase__:		Optional[Any]     ):





			"""simple docstring"""


			UpperCAmelCase_:		Dict       			=    task_names.split(""","""     )
			if "all" in task_names:
						UpperCAmelCase_:		Union[str, Any]       			=    TASKS
			else:
						UpperCAmelCase_:		Dict       			=    []
						for task_name in task_names:
									if task_name not in TASKS:
												raise ValueError(F'Task {task_name} not found!'     )
									tasks.append(lowerCAmelCase__     )
			return tasks







def    lowerCAmelCase_  (lowerCAmelCase__:		Any     ):





			"""simple docstring"""


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

			if not os.path.isdir(args.data_dir     ):
						os.mkdir(args.data_dir     )
			UpperCAmelCase_:		List[Any]       			=    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(lowerCAmelCase__		,	args.data_dir     )


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











def    lowerCAmelCase_  (lowerCAmelCase__:		str     ):





			"""simple docstring"""


			return "".join(chr(ord(lowerCAmelCase__     ) + 3_2     ) if """A""" <= char <= """Z""" else char for char in word     )


if __name__ == "__main__":
	from doctest import testmod

	testmod()






