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


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





def 	_A						(							lowercase__						,						lowercase__		):
						print(f'''Downloading and extracting {task}...'''		)
						lowercase__								=    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__		):
						print("""Processing MRPC..."""		)
						lowercase__								=    os.path.join(lowercase__						,						"""MRPC"""		)
						if not os.path.isdir(lowercase__		):
												os.mkdir(lowercase__		)
						if path_to_data:
												lowercase__								=    os.path.join(lowercase__						,						"""msr_paraphrase_train.txt"""		)
												lowercase__								=    os.path.join(lowercase__						,						"""msr_paraphrase_test.txt"""		)
						else:
												print("""Local MRPC data not specified, downloading data from %s""" % MRPC_TRAIN		)
												lowercase__								=    os.path.join(lowercase__						,						"""msr_paraphrase_train.txt"""		)
												lowercase__								=    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"""		)		)

						lowercase__								=    []
						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:
												lowercase__								=    data_fh.readline()
												train_fh.write(lowercase__		)
												dev_fh.write(lowercase__		)
												for row in data_fh:
																		lowercase__	,  lowercase__	,  lowercase__	,  lowercase__	,  lowercase__								=    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:
												lowercase__								=    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__		):
																		lowercase__	,  lowercase__	,  lowercase__	,  lowercase__	,  lowercase__								=    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__		):
						print("""Downloading and extracting diagnostic..."""		)
						if not os.path.isdir(os.path.join(lowercase__						,						"""diagnostic"""		)		):
												os.mkdir(os.path.join(lowercase__						,						"""diagnostic"""		)		)
						lowercase__								=    os.path.join(lowercase__						,						"""diagnostic"""						,						"""diagnostic.tsv"""		)
						urllib.request.urlretrieve(TASKaPATH["""diagnostic"""]						,						lowercase__		)
						print("""\tCompleted!"""		)
						return





def 	_A						(							lowercase__		):
						lowercase__								=    task_names.split(""","""		)
						if "all" in task_names:
												lowercase__								=    TASKS
						else:
												lowercase__								=    []
												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__		):
						lowercase__								=    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=""""""						,						)
						lowercase__								=    parser.parse_args(lowercase__		)

						if not os.path.isdir(args.data_dir		):
												os.mkdir(args.data_dir		)
						lowercase__								=    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 warnings

from .generation import FlaxGenerationMixin





class      A							(    __UpperCAmelCase			):
			# warning at import time
			warnings.warn(
			    """Importing `FlaxGenerationMixin` from `src/transformers/generation_flax_utils.py` is deprecated and will """
			    """be removed in Transformers v5. Import as `from transformers import FlaxGenerationMixin` instead."""						,  __UpperCAmelCase						,  )






