





'''simple docstring'''


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


_SCREAMING_SNAKE_CASE			=							["CoLA", "SST", "MRPC", "QQP", "STS", "MNLI", "SNLI", "QNLI", "RTE", "WNLI", "diagnostic"]
_SCREAMING_SNAKE_CASE			=							{
    "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",
}

_SCREAMING_SNAKE_CASE			=							"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt"
_SCREAMING_SNAKE_CASE			=							"https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt"


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


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

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

    with open(SCREAMING_SNAKE_CASE_						,    encoding="utf8"      ) as data_fh, open(
        os.path.join(SCREAMING_SNAKE_CASE_						,    "train.tsv"      )						,    "w"						,    encoding="utf8"      ) as train_fh, open(os.path.join(SCREAMING_SNAKE_CASE_						,    "dev.tsv"      )						,    "w"						,    encoding="utf8"      ) as dev_fh:
        _lowerCAmelCase		     = data_fh.readline()
        train_fh.write(SCREAMING_SNAKE_CASE_      )
        dev_fh.write(SCREAMING_SNAKE_CASE_      )
        for row in data_fh:
            _lowerCAmelCase		     = 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(SCREAMING_SNAKE_CASE_						,    encoding="utf8"      ) as data_fh, open(
        os.path.join(SCREAMING_SNAKE_CASE_						,    "test.tsv"      )						,    "w"						,    encoding="utf8"      ) as test_fh:
        _lowerCAmelCase		     = 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(SCREAMING_SNAKE_CASE_      ):
            _lowerCAmelCase		     = 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_					:   Optional[int]      ):
    print("Downloading and extracting diagnostic..."      )
    if not os.path.isdir(os.path.join(SCREAMING_SNAKE_CASE_						,    "diagnostic"      )      ):
        os.mkdir(os.path.join(SCREAMING_SNAKE_CASE_						,    "diagnostic"      )      )
    _lowerCAmelCase		     = os.path.join(SCREAMING_SNAKE_CASE_						,    "diagnostic"						,    "diagnostic.tsv"      )
    urllib.request.urlretrieve(TASKaPATH["diagnostic"]						,    SCREAMING_SNAKE_CASE_      )
    print("\tCompleted!"      )
    return


def 		__a(SCREAMING_SNAKE_CASE_					:   Optional[int]      ):
    _lowerCAmelCase		     = task_names.split(","      )
    if "all" in task_names:
        _lowerCAmelCase		     = TASKS
    else:
        _lowerCAmelCase		     = []
        for task_name in task_names:
            if task_name not in TASKS:
                raise ValueError(F'''Task {task_name} not found!'''      )
            tasks.append(SCREAMING_SNAKE_CASE_      )
    return tasks


def 		__a(SCREAMING_SNAKE_CASE_					:   int      ):
    _lowerCAmelCase		     = argparse.ArgumentParser()
    parser.add_argument("--data_dir"						,    help="directory to save data to"						,    type=SCREAMING_SNAKE_CASE_						,    default="glue_data"      )
    parser.add_argument(
        "--tasks"						,    help="tasks to download data for as a comma separated string"						,    type=SCREAMING_SNAKE_CASE_						,    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=SCREAMING_SNAKE_CASE_						,    default=""						,    )
    _lowerCAmelCase		     = parser.parse_args(SCREAMING_SNAKE_CASE_      )

    if not os.path.isdir(args.data_dir      ):
        os.mkdir(args.data_dir      )
    _lowerCAmelCase		     = 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(SCREAMING_SNAKE_CASE_						,    args.data_dir      )


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









'''simple docstring'''


import math


def 		__a(SCREAMING_SNAKE_CASE_					:   int      ):



    '''simple docstring'''





    if number == 0:
        _lowerCAmelCase		     = "Zero"
        return words
    else:
        _lowerCAmelCase		     = math.logaa(SCREAMING_SNAKE_CASE_      )
        _lowerCAmelCase		     = digits + 1
        _lowerCAmelCase		     = {}
        _lowerCAmelCase		     = ""
        _lowerCAmelCase		     = "One"
        _lowerCAmelCase		     = "Two"
        _lowerCAmelCase		     = "Three"
        _lowerCAmelCase		     = "Four"
        _lowerCAmelCase		     = "Five"
        _lowerCAmelCase		     = "Six"
        _lowerCAmelCase		     = "Seven"
        _lowerCAmelCase		     = "Eight"
        _lowerCAmelCase		     = "Nine"

        _lowerCAmelCase		     = {}
        _lowerCAmelCase		     = ""
        _lowerCAmelCase		     = "Twenty"
        _lowerCAmelCase		     = "Thirty"
        _lowerCAmelCase		     = "Forty"
        _lowerCAmelCase		     = "Fifty"
        _lowerCAmelCase		     = "Sixty"
        _lowerCAmelCase		     = "Seventy"
        _lowerCAmelCase		     = "Eighty"
        _lowerCAmelCase		     = "Ninety"

        _lowerCAmelCase		     = {}
        _lowerCAmelCase		     = "Ten"
        _lowerCAmelCase		     = "Eleven"
        _lowerCAmelCase		     = "Twelve"
        _lowerCAmelCase		     = "Thirteen"
        _lowerCAmelCase		     = "Fourteen"
        _lowerCAmelCase		     = "Fifteen"
        _lowerCAmelCase		     = "Sixteen"
        _lowerCAmelCase		     = "Seventeen"
        _lowerCAmelCase		     = "Eighteen"
        _lowerCAmelCase		     = "Nineteen"

        _lowerCAmelCase		     = {}
        _lowerCAmelCase		     = "Hundred,"
        _lowerCAmelCase		     = "Thousand,"
        _lowerCAmelCase		     = "Lakh,"
        _lowerCAmelCase		     = "Crore,"

        _lowerCAmelCase		     = number
        _lowerCAmelCase		     = ""
        _lowerCAmelCase		     = 0
        _lowerCAmelCase		     = int(SCREAMING_SNAKE_CASE_      )
        while counter < digits:
            _lowerCAmelCase		     = temp_num % 10
            if counter % 2 == 0:
                _lowerCAmelCase		     = ""
                if counter in placevalue and current != 0:
                    _lowerCAmelCase		     = placevalue[counter]
                if counter == 2:
                    _lowerCAmelCase		     = singles[current] + addition + words
                elif counter == 0:
                    if ((temp_num % 100) // 10) == 1:
                        _lowerCAmelCase		     = teens[current] + addition + words
                        _lowerCAmelCase		     = temp_num // 10
                        counter += 1
                    else:
                        _lowerCAmelCase		     = singles[current] + addition + words

                else:
                    _lowerCAmelCase		     = doubles[current] + addition + words

            else:
                if counter == 1:
                    if current == 1:
                        _lowerCAmelCase		     = teens[number % 10] + words
                    else:
                        _lowerCAmelCase		     = ""
                        if counter in placevalue:
                            _lowerCAmelCase		     = placevalue[counter]
                        _lowerCAmelCase		     = doubles[current] + addition + words
                else:
                    _lowerCAmelCase		     = ""
                    if counter in placevalue:
                        if current == 0 and ((temp_num % 100) // 10) == 0:
                            _lowerCAmelCase		     = ""
                        else:
                            _lowerCAmelCase		     = placevalue[counter]
                    if ((temp_num % 100) // 10) == 1:
                        _lowerCAmelCase		     = teens[current] + addition + words
                        _lowerCAmelCase		     = temp_num // 10
                        counter += 1
                    else:
                        _lowerCAmelCase		     = singles[current] + addition + words
            counter += 1
            _lowerCAmelCase		     = temp_num // 10
    return words


if __name__ == "__main__":
       import doctest

       doctest.testmod()


