"""simple docstring"""







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


_a	:	Dict=					["CoLA", "SST", "MRPC", "QQP", "STS", "MNLI", "SNLI", "QNLI", "RTE", "WNLI", "diagnostic"]
_a	:	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	:	Union[str, Any]=					"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt"
_a	:	List[str]=					"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"
def     __UpperCAmelCase							(       UpperCAmelCase_       :							int     ,				UpperCAmelCase_       :							List[str]    )				->     str:

	'''simple docstring'''





	print(F"Downloading and extracting {task}..."    )
	__snake_case     :				Optional[int] 						=					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     __UpperCAmelCase							(       UpperCAmelCase_       :							Tuple     ,				UpperCAmelCase_       :							Any    )				->     List[str]:

	'''simple docstring'''





	print('Processing MRPC...'    )
	__snake_case     :				Any 						=					os.path.join(UpperCAmelCase_     ,				'MRPC'    )
	if not os.path.isdir(UpperCAmelCase_    ):
		os.mkdir(UpperCAmelCase_    )
	if path_to_data:
		__snake_case     :				List[str] 						=					os.path.join(UpperCAmelCase_     ,				'msr_paraphrase_train.txt'    )
		__snake_case     :				Dict 						=					os.path.join(UpperCAmelCase_     ,				'msr_paraphrase_test.txt'    )
	else:
		print('Local MRPC data not specified, downloading data from %s' % MRPC_TRAIN    )
		__snake_case     :				Any 						=					os.path.join(UpperCAmelCase_     ,				'msr_paraphrase_train.txt'    )
		__snake_case     :				List[Any] 						=					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     :				Any 						=					[]
	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     :				Any 						=					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     :				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(UpperCAmelCase_     ,				encoding='utf8'    ) as data_fh, open(
	    os.path.join(UpperCAmelCase_     ,				'test.tsv'    )     ,				'w'     ,				encoding='utf8'    ) as test_fh:
		__snake_case     :				Dict 						=					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     :				Optional[int] 						=					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     __UpperCAmelCase							(       UpperCAmelCase_       :							List[str]    )				->     Tuple:

	'''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     :				Dict 						=					os.path.join(UpperCAmelCase_     ,				'diagnostic'     ,				'diagnostic.tsv'    )
	urllib.request.urlretrieve(TASKaPATH['diagnostic']     ,				UpperCAmelCase_    )
	print('\tCompleted!'    )
	return
def     __UpperCAmelCase							(       UpperCAmelCase_       :							Tuple    )				->     List[Any]:

	'''simple docstring'''





	__snake_case     :				Union[str, Any] 						=					task_names.split(','    )
	if "all" in task_names:
		__snake_case     :				Optional[Any] 						=					TASKS
	else:
		__snake_case     :				Optional[Any] 						=					[]
		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     __UpperCAmelCase							(       UpperCAmelCase_       :							List[Any]    )				->     List[str]:

	'''simple docstring'''





	__snake_case     :				Union[str, Any] 						=					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     :				str 						=					parser.parse_args(UpperCAmelCase_    )

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


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






"""simple docstring"""







def     __UpperCAmelCase							(       UpperCAmelCase_       :							str    )				->     str:

	'''simple docstring'''





	return " ".join(sorted(set(sentence.split()    )    )    )


if __name__ == "__main__":
	import doctest

	doctest.testmod()





