





"""simple docstring"""





import ast
import difflib
from collections.abc import Mapping
from typing import Any, Callable, Dict

class 		lowercase ( _UpperCAmelCase ):
      pass







def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						str							,						SCREAMING_SNAKE_CASE					:						Dict[str, Callable]							,						SCREAMING_SNAKE_CASE					:						Tuple=None							,						SCREAMING_SNAKE_CASE					:						Dict=False      ):







      '''simple docstring'''




      try:
            lowerCAmelCase  						=	ast.parse(SCREAMING_SNAKE_CASE      )
      except SyntaxError as e:
            print("""The code generated by the agent is not valid.\n"""							,						SCREAMING_SNAKE_CASE      )
            return
      if state is None:
            lowerCAmelCase  						=	{}
      lowerCAmelCase  						=	None
      for idx, node in enumerate(expression.body      ):
            try:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
            except InterpretorError as e:
                  lowerCAmelCase  						=	F'Evaluation of the code stopped at line {idx} before the end because of the following error'
                  if chat_mode:
                        msg += (
                            F'. Copy paste the following error message and send it back to the agent:\nI get an error: \'{e}\''
                        )
                  else:
                        msg += F':\n{e}'
                  print(SCREAMING_SNAKE_CASE      )
                  break
            if line_result is not None:
                  lowerCAmelCase  						=	line_result

      return result


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						ast.AST							,						SCREAMING_SNAKE_CASE					:						Dict[str, Any]							,						SCREAMING_SNAKE_CASE					:						Dict[str, Callable]      ):







      '''simple docstring'''




      if isinstance(SCREAMING_SNAKE_CASE							,						ast.Assign      ):
            # Assignement -> we evaluate the assignement which should update the state
            # We return the variable assigned as it may be used to determine the final result.
            return evaluate_assign(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Call      ):
            # Function call -> we return the value of the function call
            return evaluate_call(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Constant      ):
            # Constant -> just return the value
            return expression.value
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Dict      ):
            # Dict -> evaluate all keys and values
            lowerCAmelCase  						=	[evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for k in expression.keys]
            lowerCAmelCase  						=	[evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for v in expression.values]
            return dict(zip(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Expr      ):
            # Expression -> evaluate the content
            return evaluate_ast(expression.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.For      ):
            # For loop -> execute the loop
            return evaluate_for(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.FormattedValue      ):
            # Formatted value (part of f-string) -> evaluate the content and return
            return evaluate_ast(expression.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.If      ):
            # If -> execute the right branch
            return evaluate_if(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif hasattr(SCREAMING_SNAKE_CASE							,						"""Index"""      ) and isinstance(SCREAMING_SNAKE_CASE							,						ast.Index      ):
            return evaluate_ast(expression.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.JoinedStr      ):
            return "".join([str(evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )      ) for v in expression.values]      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.List      ):
            # List -> evaluate all elements
            return [evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for elt in expression.elts]
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Name      ):
            # Name -> pick up the value in the state
            return evaluate_name(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Subscript      ):
            # Subscript -> return the value of the indexing
            return evaluate_subscript(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      else:
            # For now we refuse anything else. Let's add things as we need them.
            raise InterpretorError(F'{expression.__class__.__name__} is not supported.'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						List[str]							,						SCREAMING_SNAKE_CASE					:						Optional[Any]							,						SCREAMING_SNAKE_CASE					:						Dict      ):







      '''simple docstring'''




      lowerCAmelCase  						=	assign.targets
      lowerCAmelCase  						=	evaluate_ast(assign.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )

      if len(SCREAMING_SNAKE_CASE      ) == 1:
            lowerCAmelCase  						=	result
      else:
            if len(SCREAMING_SNAKE_CASE      ) != len(SCREAMING_SNAKE_CASE      ):
                  raise InterpretorError(F'Expected {len(SCREAMING_SNAKE_CASE      )} values but got {len(SCREAMING_SNAKE_CASE      )}.'      )
            for var_name, r in zip(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ):
                  lowerCAmelCase  						=	r
      return result


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Dict							,						SCREAMING_SNAKE_CASE					:						Dict							,						SCREAMING_SNAKE_CASE					:						List[str]      ):







      '''simple docstring'''




      if not isinstance(call.func							,						ast.Name      ):
            raise InterpretorError(
                F'It is not permitted to evaluate other functions than the provided tools (tried to execute {call.func} of '
                F'type {type(call.func      )}.'      )
      lowerCAmelCase  						=	call.func.id
      if func_name not in tools:
            raise InterpretorError(
                F'It is not permitted to evaluate other functions than the provided tools (tried to execute {call.func.id}).'      )

      lowerCAmelCase  						=	tools[func_name]
      # Todo deal with args
      lowerCAmelCase  						=	[evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for arg in call.args]
      lowerCAmelCase  						=	{keyword.arg: evaluate_ast(keyword.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for keyword in call.keywords}
      return func(*SCREAMING_SNAKE_CASE							,						**SCREAMING_SNAKE_CASE      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						int							,						SCREAMING_SNAKE_CASE					:						List[Any]							,						SCREAMING_SNAKE_CASE					:						List[Any]      ):







      '''simple docstring'''




      lowerCAmelCase  						=	evaluate_ast(subscript.slice							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      lowerCAmelCase  						=	evaluate_ast(subscript.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      if isinstance(SCREAMING_SNAKE_CASE							,						(list, tuple)      ):
            return value[int(SCREAMING_SNAKE_CASE      )]
      if index in value:
            return value[index]
      if isinstance(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) and isinstance(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ):
            lowerCAmelCase  						=	difflib.get_close_matches(SCREAMING_SNAKE_CASE							,						list(value.keys()      )      )
            if len(SCREAMING_SNAKE_CASE      ) > 0:
                  return value[close_matches[0]]

      raise InterpretorError(F'Could not index {value} with \'{index}\'.'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Dict							,						SCREAMING_SNAKE_CASE					:						Optional[int]							,						SCREAMING_SNAKE_CASE					:						Optional[int]      ):







      '''simple docstring'''




      if name.id in state:
            return state[name.id]
      lowerCAmelCase  						=	difflib.get_close_matches(name.id							,						list(state.keys()      )      )
      if len(SCREAMING_SNAKE_CASE      ) > 0:
            return state[close_matches[0]]
      raise InterpretorError(F'The variable `{name.id}` is not defined.'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Any							,						SCREAMING_SNAKE_CASE					:						Optional[int]							,						SCREAMING_SNAKE_CASE					:						str      ):







      '''simple docstring'''




      if len(condition.ops      ) > 1:
            raise InterpretorError("""Cannot evaluate conditions with multiple operators"""      )

      lowerCAmelCase  						=	evaluate_ast(condition.left							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      lowerCAmelCase  						=	condition.ops[0]
      lowerCAmelCase  						=	evaluate_ast(condition.comparators[0]							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )

      if isinstance(SCREAMING_SNAKE_CASE							,						ast.Eq      ):
            return left == right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.NotEq      ):
            return left != right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Lt      ):
            return left < right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.LtE      ):
            return left <= right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Gt      ):
            return left > right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.GtE      ):
            return left >= right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Is      ):
            return left is right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.IsNot      ):
            return left is not right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.In      ):
            return left in right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.NotIn      ):
            return left not in right
      else:
            raise InterpretorError(F'Operator not supported: {comparator}'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						int							,						SCREAMING_SNAKE_CASE					:						Optional[int]							,						SCREAMING_SNAKE_CASE					:						Optional[int]      ):







      '''simple docstring'''




      lowerCAmelCase  						=	None
      if evaluate_condition(if_statement.test							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ):
            for line in if_statement.body:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
                  if line_result is not None:
                        lowerCAmelCase  						=	line_result
      else:
            for line in if_statement.orelse:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
                  if line_result is not None:
                        lowerCAmelCase  						=	line_result
      return result






def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						str							,						SCREAMING_SNAKE_CASE					:						Tuple							,						SCREAMING_SNAKE_CASE					:						Optional[int]      ):







      '''simple docstring'''




      lowerCAmelCase  						=	None
      lowerCAmelCase  						=	evaluate_ast(for_loop.iter							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      for counter in iterator:
            lowerCAmelCase  						=	counter
            for expression in for_loop.body:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
                  if line_result is not None:
                        lowerCAmelCase  						=	line_result
      return result













"""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       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Any							,						SCREAMING_SNAKE_CASE					:						List[Any]      ):







      '''simple docstring'''




      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       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Optional[Any]							,						SCREAMING_SNAKE_CASE					:						Union[str, Any]      ):







      '''simple docstring'''




      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						,		lowerCAmelCase						,		lowerCAmelCase						,		lowerCAmelCase						,		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						,		lowerCAmelCase						,		lowerCAmelCase						,		lowerCAmelCase						,		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       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						List[str]      ):







      '''simple docstring'''




      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       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						str      ):







      '''simple docstring'''




      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       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						int      ):







      '''simple docstring'''




      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:]))






