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


__snake_case					:							str           =							['CoLA', 'SST', 'MRPC', 'QQP', 'STS', 'MNLI', 'SNLI', 'QNLI', 'RTE', 'WNLI', 'diagnostic']
__snake_case					:							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',
}

__snake_case					:							List[str]           =							'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt'
__snake_case					:							Any           =							'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt'




def 		A						(  SCREAMING_SNAKE_CASE     ,						SCREAMING_SNAKE_CASE							):




			"""simple docstring"""


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




def 		A						(  SCREAMING_SNAKE_CASE     ,						SCREAMING_SNAKE_CASE							):




			"""simple docstring"""


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

			UpperCAmelCase__		:int 		=    []
			with open(os.path.join(A_     ,						'dev_ids.tsv'							)     ,						encoding='utf8'							) as ids_fh:
						for row in ids_fh:
									dev_ids.append(row.strip().split('\t'							)							)

			with open(A_     ,						encoding='utf8'							) as data_fh, open(
			    os.path.join(A_     ,						'train.tsv'							)     ,						'w'     ,						encoding='utf8'							) as train_fh, open(os.path.join(A_     ,						'dev.tsv'							)     ,						'w'     ,						encoding='utf8'							) as dev_fh:
						UpperCAmelCase__		:Dict 		=    data_fh.readline()
						train_fh.write(A_							)
						dev_fh.write(A_							)
						for row in data_fh:
									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(A_     ,						encoding='utf8'							) as data_fh, open(
			    os.path.join(A_     ,						'test.tsv'							)     ,						'w'     ,						encoding='utf8'							) as test_fh:
						UpperCAmelCase__		:Optional[int] 		=    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(A_							):
									UpperCAmelCase__		:List[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 		A						(  SCREAMING_SNAKE_CASE							):




			"""simple docstring"""


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




def 		A						(  SCREAMING_SNAKE_CASE							):




			"""simple docstring"""


			UpperCAmelCase__		:int 		=    task_names.split(','							)
			if "all" in task_names:
						UpperCAmelCase__		:Tuple 		=    TASKS
			else:
						UpperCAmelCase__		:str 		=    []
						for task_name in task_names:
									if task_name not in TASKS:
												raise ValueError(f"""Task {task_name} not found!"""							)
									tasks.append(A_							)
			return tasks




def 		A						(  SCREAMING_SNAKE_CASE							):




			"""simple docstring"""


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

			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(A_     ,						args.data_dir							)


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







'''simple docstring'''





import math
from timeit import timeit

def   A			(							A_				:       int							):
						snake_case							:  List[str]			=     0
						snake_case							:  Any			=     abs(A_							)
						while True:
												snake_case							:  List[Any]			=     n // 10
												digits += 1
												if n == 0:
																		break
						return digits

def   A			(							A_				:       int							):
						return 1 if n == 0 else math.floor(math.log(abs(A_							)     ,				10							) + 1							)

def   A			(							A_				:       int							):
						return len(str(abs(A_							)							)							)

def   A			(							):
						from collections.abc import Callable

						def benchmark_a_function(A_				:       Callable     ,				A_				:       int							) -> None:
												snake_case							:  Optional[int]			=     F"""{func.__name__}({value})"""
												snake_case							:  Optional[int]			=     timeit(F"""__main__.{call}"""     ,				setup='''import __main__'''							)
												print(F"""{call}: {func(A_							)} -- {timing} seconds"""							)

						for value in (262144, 1125899906842624, 1267650600228229401496703205376):
												for func in (num_digits, num_digits_fast, num_digits_faster):
																		benchmark_a_function(A_     ,				A_							)
												print()


if __name__ == "__main__":
						import doctest

						doctest.testmod()
						benchmark()

