from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching






def 					snake_case    (			)		->  Optional[int]:
       import os as original_os
       from os import path as original_path
       from os import rename as original_rename
       from os.path import dirname as original_dirname
       from os.path import join as original_join

       assert _test_patching.os is original_os
       assert _test_patching.path is original_path
       assert _test_patching.join is original_join

       assert _test_patching.renamed_os is original_os
       assert _test_patching.renamed_path is original_path
       assert _test_patching.renamed_join is original_join

       _A	  =    """__test_patch_submodule_mock__"""
       with patch_submodule(_test_patching  ,      """os.path.join"""  ,      UpperCamelCase__):
              # Every way to access os.path.join must be patched, and the rest must stay untouched

              # check os.path.join
              assert isinstance(_test_patching.os  ,      _PatchedModuleObj)
              assert isinstance(_test_patching.os.path  ,      _PatchedModuleObj)
              assert _test_patching.os.path.join is mock

              # check path.join
              assert isinstance(_test_patching.path  ,      _PatchedModuleObj)
              assert _test_patching.path.join is mock

              # check join
              assert _test_patching.join is mock

              # check that the other attributes are untouched
              assert _test_patching.os.rename is original_rename
              assert _test_patching.path.dirname is original_dirname
              assert _test_patching.os.path.dirname is original_dirname

              # Even renamed modules or objects must be patched

              # check renamed_os.path.join
              assert isinstance(_test_patching.renamed_os  ,      _PatchedModuleObj)
              assert isinstance(_test_patching.renamed_os.path  ,      _PatchedModuleObj)
              assert _test_patching.renamed_os.path.join is mock

              # check renamed_path.join
              assert isinstance(_test_patching.renamed_path  ,      _PatchedModuleObj)
              assert _test_patching.renamed_path.join is mock

              # check renamed_join
              assert _test_patching.renamed_join is mock

              # check that the other attributes are untouched
              assert _test_patching.renamed_os.rename is original_rename
              assert _test_patching.renamed_path.dirname is original_dirname
              assert _test_patching.renamed_os.path.dirname is original_dirname

       # check that everthing is back to normal when the patch is over

       assert _test_patching.os is original_os
       assert _test_patching.path is original_path
       assert _test_patching.join is original_join

       assert _test_patching.renamed_os is original_os
       assert _test_patching.renamed_path is original_path
       assert _test_patching.renamed_join is original_join






def 					snake_case    (			)		->  Optional[Any]:
       assert _test_patching.open is open

       _A	  =    """__test_patch_submodule_builtin_mock__"""
       # _test_patching has "open" in its globals
       assert _test_patching.open is open
       with patch_submodule(_test_patching  ,      """open"""  ,      UpperCamelCase__):
              assert _test_patching.open is mock

       # check that everthing is back to normal when the patch is over

       assert _test_patching.open is open






def 					snake_case    (			)		->  Dict:
       _A	  =    """__test_patch_submodule_missing_mock__"""
       with patch_submodule(_test_patching  ,      """pandas.read_csv"""  ,      UpperCamelCase__):
              pass






def 					snake_case    (			)		->  Optional[int]:
       _A	  =    """__test_patch_submodule_missing_builtin_mock__"""
       # _test_patching doesn't have "len" in its globals
       assert getattr(_test_patching  ,      """len"""  ,      UpperCamelCase__) is None
       with patch_submodule(_test_patching  ,      """len"""  ,      UpperCamelCase__):
              assert _test_patching.len is mock
       assert _test_patching.len is len






def 					snake_case    (			)		->  int:
       _A	  =    """__test_patch_submodule_start_and_stop_mock__"""
       _A	  =    patch_submodule(_test_patching  ,      """open"""  ,      UpperCamelCase__)
       assert _test_patching.open is open
       patch.start()
       assert _test_patching.open is mock
       patch.stop()
       assert _test_patching.open is open






def 					snake_case    (			)		->  List[Any]:
       from os import rename as original_rename
       from os.path import dirname as original_dirname
       from os.path import join as original_join

       _A	  =    """__test_patch_submodule_successive_join__"""
       _A	  =    """__test_patch_submodule_successive_dirname__"""
       _A	  =    """__test_patch_submodule_successive_rename__"""
       assert _test_patching.os.path.join is original_join
       assert _test_patching.os.path.dirname is original_dirname
       assert _test_patching.os.rename is original_rename

       with patch_submodule(_test_patching  ,      """os.path.join"""  ,      UpperCamelCase__):
              with patch_submodule(_test_patching  ,      """os.rename"""  ,      UpperCamelCase__):
                     with patch_submodule(_test_patching  ,      """os.path.dirname"""  ,      UpperCamelCase__):
                            assert _test_patching.os.path.join is mock_join
                            assert _test_patching.os.path.dirname is mock_dirname
                            assert _test_patching.os.rename is mock_rename

    # try another order
       with patch_submodule(_test_patching  ,      """os.rename"""  ,      UpperCamelCase__):
              with patch_submodule(_test_patching  ,      """os.path.join"""  ,      UpperCamelCase__):
                     with patch_submodule(_test_patching  ,      """os.path.dirname"""  ,      UpperCamelCase__):
                            assert _test_patching.os.path.join is mock_join
                            assert _test_patching.os.path.dirname is mock_dirname
                            assert _test_patching.os.rename is mock_rename

       assert _test_patching.os.path.join is original_join
       assert _test_patching.os.path.dirname is original_dirname
       assert _test_patching.os.rename is original_rename







def 					snake_case    (			)		->  str:
       _A	  =    """__test_patch_submodule_doesnt_exist_mock__"""
       with patch_submodule(_test_patching  ,      """__module_that_doesn_exist__.__attribute_that_doesn_exist__"""  ,      UpperCamelCase__):
              pass
       with patch_submodule(_test_patching  ,      """os.__attribute_that_doesn_exist__"""  ,      UpperCamelCase__):
              pass










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      lowerCamelCase_						(			UpperCamelCase__							: str )	->			Tuple:





				"""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      lowerCamelCase_						(			UpperCamelCase__							: Dict )	->			List[str]:





				"""simple docstring"""


				__lowerCamelCase									=       pipeline(
				    task=args.task					,	model=args.model if args.model else None					,	config=args.config					,	tokenizer=args.tokenizer					,	device=args.device					,	)
				__lowerCamelCase									=       try_infer_format_from_ext(args.input ) if args.format == 'infer' else args.format
				__lowerCamelCase									=       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        __lowerCAmelCase					(			__magic_name__					):

			"""simple docstring"""







			def __init__( self     ,		lowerCamelCase__     ,		lowerCamelCase__				)       -> List[Any]:



							'''simple docstring'''
							__lowerCamelCase									=       nlp
							__lowerCamelCase									=       reader


			@staticmethod
			def  lowercase_       ( lowerCamelCase__				)       -> str:



							'''simple docstring'''
							__lowerCamelCase									=       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  lowercase_       ( self				)       -> str:



							'''simple docstring'''
							__lowerCamelCase			,		__lowerCamelCase									=       self._nlp, []

							for entry in self._reader:
											__lowerCamelCase									=       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:
											__lowerCamelCase									=       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__				)


