




'''simple docstring'''
import argparse
import os
import sys
import urllib.request
import zipfile


A				: Any					      =			["""CoLA""", """SST""", """MRPC""", """QQP""", """STS""", """MNLI""", """SNLI""", """QNLI""", """RTE""", """WNLI""", """diagnostic"""]
A				: Optional[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				: Dict					      =			"""https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"""
def 							snake_case_    (  a__						:      Optional[Any]       ,a__						:      List[Any]     ):



    """simple docstring"""




    print(f'Downloading and extracting {task}...'     )
    __lowercase     							=		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 							snake_case_    (  a__						:      int       ,a__						:      Optional[Any]     ):



    """simple docstring"""




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

    __lowercase     							=		[]
    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:
        __lowercase     							=		data_fh.readline()
        train_fh.write(a__     )
        dev_fh.write(a__     )
        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(a__       ,encoding="""utf8"""     ) as data_fh, open(
        os.path.join(a__       ,"""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(a__     ):
            __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 							snake_case_    (  a__						:      Tuple     ):



    """simple docstring"""




    print("""Downloading and extracting diagnostic..."""     )
    if not os.path.isdir(os.path.join(a__       ,"""diagnostic"""     )     ):
        os.mkdir(os.path.join(a__       ,"""diagnostic"""     )     )
    __lowercase     							=		os.path.join(a__       ,"""diagnostic"""       ,"""diagnostic.tsv"""     )
    urllib.request.urlretrieve(TASKaPATH["""diagnostic"""]       ,a__     )
    print("""\tCompleted!"""     )
    return
def 							snake_case_    (  a__						:      int     ):



    """simple docstring"""




    __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(a__     )
    return tasks
def 							snake_case_    (  a__						:      Dict     ):



    """simple docstring"""




    __lowercase     							=		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=""""""       ,)
    __lowercase     							=		parser.parse_args(a__     )

    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(a__       ,args.data_dir     )


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










'''simple docstring'''
import os
def 							snake_case_    (  ):



    """simple docstring"""




    __lowercase     							=		os.path.dirname(os.path.realpath(a__     )     )
    __lowercase     							=		os.path.join(a__       ,"""triangle.txt"""     )

    with open(a__     ) as f:
        __lowercase     							=		f.readlines()

    __lowercase     							=		[[int(a__     ) for y in x.rstrip("""\r\n"""     ).split(""" """     )] for x in triangle]

    for i in range(1       ,len(a__     )     ):
        for j in range(len(a[i]     )     ):
            __lowercase     							=		a[i - 1][j] if j != len(a[i - 1]     ) else 0
            __lowercase     							=		a[i - 1][j - 1] if j > 0 else 0
            a[i][j] += max(a__       ,a__     )
    return max(a[-1]     )


if __name__ == "__main__":
  print(solution())




