





'''simple docstring'''

from argparse import ArgumentParser

from ..pipelines import Pipeline, PipelineDataFormat, get_supported_tasks, pipeline
from ..utils import logging
from . import BaseTransformersCLICommand


a        =						logging.get_logger(__name__)  # pylint: disable=invalid-name

def 						__magic_name__       (							__UpperCAmelCase      )						->					Any:

   '''simple docstring'''







   if not path:
      return "pipe"

   for ext in PipelineDataFormat.SUPPORTED_FORMATS:
      if path.endswith(__UpperCAmelCase      ):
         return ext

   raise Exception(
       f"""Unable to determine file format from file extension {path}. """
       f"""Please provide the format through --format {PipelineDataFormat.SUPPORTED_FORMATS}"""      )

def 						__magic_name__       (							__UpperCAmelCase      )						->					int:

   '''simple docstring'''







   __SCREAMING_SNAKE_CASE      							=       pipeline(
       task=args.task							,	model=args.model if args.model else None							,	config=args.config							,	tokenizer=args.tokenizer							,	device=args.device							,	)
   __SCREAMING_SNAKE_CASE      							=       try_infer_format_from_ext(args.input      ) if args.format == """infer""" else args.format
   __SCREAMING_SNAKE_CASE      							=       PipelineDataFormat.from_str(
       format=__UpperCAmelCase							,	output_path=args.output							,	input_path=args.input							,	column=args.column if args.column else nlp.default_input_names							,	overwrite=args.overwrite							,	)
   return RunCommand(__UpperCAmelCase							,	__UpperCAmelCase      )







class __a (   _snake_case			):





   def __init__(					self				:			Tuple				,lowerCamelCase				:			Pipeline				,lowerCamelCase				:			PipelineDataFormat    ):

      '''simple docstring'''

      __SCREAMING_SNAKE_CASE      							=       nlp
      __SCREAMING_SNAKE_CASE      							=       reader





   @staticmethod
   def      UpperCAmelCase__     (					lowerCamelCase				:			ArgumentParser    ):

      '''simple docstring'''

      __SCREAMING_SNAKE_CASE      							=       parser.add_parser("""run"""				,help="""Run a pipeline through the CLI"""    )
      run_parser.add_argument("""--task"""				,choices=get_supported_tasks()				,help="""Task to run"""    )
      run_parser.add_argument("""--input"""				,type=lowerCamelCase				,help="""Path to the file to use for inference"""    )
      run_parser.add_argument("""--output"""				,type=lowerCamelCase				,help="""Path to the file that will be used post to write results."""    )
      run_parser.add_argument("""--model"""				,type=lowerCamelCase				,help="""Name or path to the model to instantiate."""    )
      run_parser.add_argument("""--config"""				,type=lowerCamelCase				,help="""Name or path to the model's config to instantiate."""    )
      run_parser.add_argument(
          """--tokenizer"""				,type=lowerCamelCase				,help="""Name of the tokenizer to use. (default: same as the model name)"""    )
      run_parser.add_argument(
          """--column"""				,type=lowerCamelCase				,help="""Name of the column to use as input. (For multi columns input as QA use column1,columns2)"""				,)
      run_parser.add_argument(
          """--format"""				,type=lowerCamelCase				,default="""infer"""				,choices=PipelineDataFormat.SUPPORTED_FORMATS				,help="""Input format to read from"""				,)
      run_parser.add_argument(
          """--device"""				,type=lowerCamelCase				,default=-1				,help="""Indicate the device to run onto, -1 indicates CPU, >= 0 indicates GPU (default: -1)"""				,)
      run_parser.add_argument("""--overwrite"""				,action="""store_true"""				,help="""Allow overwriting the output file."""    )
      run_parser.set_defaults(func=lowerCamelCase    )





   def      UpperCAmelCase__     (					self				:			List[Any]    ):

      '''simple docstring'''

      __SCREAMING_SNAKE_CASE							,     __SCREAMING_SNAKE_CASE      							=       self._nlp, []

      for entry in self._reader:
         __SCREAMING_SNAKE_CASE      							=       nlp(**lowerCamelCase    ) if self._reader.is_multi_columns else nlp(lowerCamelCase    )
         if isinstance(lowerCamelCase				,lowerCamelCase    ):
            outputs.append(lowerCamelCase    )
         else:
            outputs += output

        # Saving data
      if self._nlp.binary_output:
         __SCREAMING_SNAKE_CASE      							=       self._reader.save_binary(lowerCamelCase    )
         logger.warning(f"""Current pipeline requires output to be in binary format, saving at {binary_path}"""    )
      else:
         self._reader.save(lowerCamelCase    )












'''simple docstring'''

import os
import string
import sys


a        =						1 << 8

a        =						{
    "tab": ord("\t"),
    "newline": ord("\r"),
    "esc": 27,
    "up": 65 + ARROW_KEY_FLAG,
    "down": 66 + ARROW_KEY_FLAG,
    "right": 67 + ARROW_KEY_FLAG,
    "left": 68 + ARROW_KEY_FLAG,
    "mod_int": 91,
    "undefined": sys.maxsize,
    "interrupt": 3,
    "insert": 50,
    "delete": 51,
    "pg_up": 53,
    "pg_down": 54,
}

a        =						KEYMAP["up"]
a        =						KEYMAP["left"]

if sys.platform == "win32":
    a        =						[]
    a        =						{
        b"\xe0H": KEYMAP["up"] - ARROW_KEY_FLAG,
        b"\x00H": KEYMAP["up"] - ARROW_KEY_FLAG,
        b"\xe0P": KEYMAP["down"] - ARROW_KEY_FLAG,
        b"\x00P": KEYMAP["down"] - ARROW_KEY_FLAG,
        b"\xe0M": KEYMAP["right"] - ARROW_KEY_FLAG,
        b"\x00M": KEYMAP["right"] - ARROW_KEY_FLAG,
        b"\xe0K": KEYMAP["left"] - ARROW_KEY_FLAG,
        b"\x00K": KEYMAP["left"] - ARROW_KEY_FLAG,
    }

for i in range(10):
    a        =						ord(str(i))

def 						__magic_name__       (							)						->					Union[str, Any]:

   '''simple docstring'''







   if os.name == "nt":
      import msvcrt

      __SCREAMING_SNAKE_CASE      							=       """mbcs"""
      # Flush the keyboard buffer
      while msvcrt.kbhit():
         msvcrt.getch()
      if len(__UpperCAmelCase      ) == 0:
         # Read the keystroke
         __SCREAMING_SNAKE_CASE      							=       msvcrt.getch()

         # If it is a prefix char, get second part
         if ch in (b"\x00", b"\xe0"):
            __SCREAMING_SNAKE_CASE      							=       ch + msvcrt.getch()
            # Translate actual Win chars to bullet char types
            try:
               __SCREAMING_SNAKE_CASE      							=       chr(WIN_KEYMAP[cha]      )
               WIN_CH_BUFFER.append(chr(KEYMAP["""mod_int"""]      )      )
               WIN_CH_BUFFER.append(__UpperCAmelCase      )
               if ord(__UpperCAmelCase      ) in (
                   KEYMAP["insert"] - 1 << 9,
                   KEYMAP["delete"] - 1 << 9,
                   KEYMAP["pg_up"] - 1 << 9,
                   KEYMAP["pg_down"] - 1 << 9,
               ):
                  WIN_CH_BUFFER.append(chr(126      )      )
               __SCREAMING_SNAKE_CASE      							=       chr(KEYMAP["""esc"""]      )
            except KeyError:
               __SCREAMING_SNAKE_CASE      							=       cha[1]
         else:
            __SCREAMING_SNAKE_CASE      							=       ch.decode(__UpperCAmelCase      )
      else:
         __SCREAMING_SNAKE_CASE      							=       WIN_CH_BUFFER.pop(0      )
   elif os.name == "posix":
      import termios
      import tty

      __SCREAMING_SNAKE_CASE      							=       sys.stdin.fileno()
      __SCREAMING_SNAKE_CASE      							=       termios.tcgetattr(__UpperCAmelCase      )
      try:
         tty.setraw(__UpperCAmelCase      )
         __SCREAMING_SNAKE_CASE      							=       sys.stdin.read(1      )
      finally:
         termios.tcsetattr(__UpperCAmelCase							,	termios.TCSADRAIN							,	__UpperCAmelCase      )
   return ch







def 						__magic_name__       (							)						->					List[str]:

   '''simple docstring'''







   __SCREAMING_SNAKE_CASE      							=       get_raw_chars()
   if ord(__UpperCAmelCase      ) in [KEYMAP["interrupt"], KEYMAP["newline"]]:
      return char

   elif ord(__UpperCAmelCase      ) == KEYMAP["esc"]:
      __SCREAMING_SNAKE_CASE      							=       get_raw_chars()
      if ord(__UpperCAmelCase      ) == KEYMAP["mod_int"]:
         __SCREAMING_SNAKE_CASE      							=       get_raw_chars()
         if ord(__UpperCAmelCase      ) >= KEYMAP["arrow_begin"] - ARROW_KEY_FLAG and ord(__UpperCAmelCase      ) <= KEYMAP["arrow_end"] - ARROW_KEY_FLAG:
            return chr(ord(__UpperCAmelCase      ) + ARROW_KEY_FLAG      )
         else:
            return KEYMAP["undefined"]
      else:
         return get_raw_chars()

   else:
      if char in string.printable:
         return char
      else:
         return KEYMAP["undefined"]





