






'''simple docstring'''







# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import ast
import difflib
from collections.abc import Mapping
from typing import Any, Callable, Dict






class 					a__    (			lowerCamelCase						):
     '''simple docstring'''







     pass







def 						_UpperCamelCase							(     snake_case__							,			snake_case__							,			snake_case__=None							,			snake_case__=False							):
      try:
            __A		   =      ast.parse(snake_case__							)
      except SyntaxError as e:
            print("The code generated by the agent is not valid.\n"							,			snake_case__							)
            return
      if state is None:
            __A		   =      {}
      __A		   =      None
      for idx, node in enumerate(expression.body							):
            try:
                  __A		   =      evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							)
            except InterpretorError as e:
                  __A		   =      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(snake_case__							)
                  break
            if line_result is not None:
                  __A		   =      line_result

      return result


def 						_UpperCamelCase							(     snake_case__							,			snake_case__							,			snake_case__							):
      if isinstance(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(snake_case__							,			snake_case__							,			snake_case__							)
      elif isinstance(snake_case__							,			ast.Call							):
            # Function call -> we return the value of the function call
            return evaluate_call(snake_case__							,			snake_case__							,			snake_case__							)
      elif isinstance(snake_case__							,			ast.Constant							):
            # Constant -> just return the value
            return expression.value
      elif isinstance(snake_case__							,			ast.Dict							):
            # Dict -> evaluate all keys and values
            __A		   =      [evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							) for k in expression.keys]
            __A		   =      [evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							) for v in expression.values]
            return dict(zip(snake_case__							,			snake_case__							)							)
      elif isinstance(snake_case__							,			ast.Expr							):
            # Expression -> evaluate the content
            return evaluate_ast(expression.value							,			snake_case__							,			snake_case__							)
      elif isinstance(snake_case__							,			ast.For							):
            # For loop -> execute the loop
            return evaluate_for(snake_case__							,			snake_case__							,			snake_case__							)
      elif isinstance(snake_case__							,			ast.FormattedValue							):
            # Formatted value (part of f-string) -> evaluate the content and return
            return evaluate_ast(expression.value							,			snake_case__							,			snake_case__							)
      elif isinstance(snake_case__							,			ast.If							):
            # If -> execute the right branch
            return evaluate_if(snake_case__							,			snake_case__							,			snake_case__							)
      elif hasattr(snake_case__							,			"Index"							) and isinstance(snake_case__							,			ast.Index							):
            return evaluate_ast(expression.value							,			snake_case__							,			snake_case__							)
      elif isinstance(snake_case__							,			ast.JoinedStr							):
            return "".join([str(evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							)							) for v in expression.values]							)
      elif isinstance(snake_case__							,			ast.List							):
            # List -> evaluate all elements
            return [evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							) for elt in expression.elts]
      elif isinstance(snake_case__							,			ast.Name							):
            # Name -> pick up the value in the state
            return evaluate_name(snake_case__							,			snake_case__							,			snake_case__							)
      elif isinstance(snake_case__							,			ast.Subscript							):
            # Subscript -> return the value of the indexing
            return evaluate_subscript(snake_case__							,			snake_case__							,			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							(     snake_case__							,			snake_case__							,			snake_case__							):
      __A		   =      assign.targets
      __A		   =      evaluate_ast(assign.value							,			snake_case__							,			snake_case__							)

      if len(snake_case__							) == 1:
            __A		   =      result
      else:
            if len(snake_case__							) != len(snake_case__							):
                  raise InterpretorError(f"Expected {len(snake_case__							)} values but got {len(snake_case__							)}."							)
            for var_name, r in zip(snake_case__							,			snake_case__							):
                  __A		   =      r
      return result


def 						_UpperCamelCase							(     snake_case__							,			snake_case__							,			snake_case__							):
      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							)}."							)
      __A		   =      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})."							)

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


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

      raise InterpretorError(f"Could not index {value} with '{index}'."							)


def 						_UpperCamelCase							(     snake_case__							,			snake_case__							,			snake_case__							):
      if name.id in state:
            return state[name.id]
      __A		   =      difflib.get_close_matches(name.id							,			list(state.keys()							)							)
      if len(snake_case__							) > 0:
            return state[close_matches[0]]
      raise InterpretorError(f"The variable `{name.id}` is not defined."							)


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

      __A		   =      evaluate_ast(condition.left							,			snake_case__							,			snake_case__							)
      __A		   =      condition.ops[0]
      __A		   =      evaluate_ast(condition.comparators[0]							,			snake_case__							,			snake_case__							)

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


def 						_UpperCamelCase							(     snake_case__							,			snake_case__							,			snake_case__							):
      __A		   =      None
      if evaluate_condition(if_statement.test							,			snake_case__							,			snake_case__							):
            for line in if_statement.body:
                  __A		   =      evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							)
                  if line_result is not None:
                        __A		   =      line_result
      else:
            for line in if_statement.orelse:
                  __A		   =      evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							)
                  if line_result is not None:
                        __A		   =      line_result
      return result





def 						_UpperCamelCase							(     snake_case__							,			snake_case__							,			snake_case__							):
      __A		   =      None
      __A		   =      evaluate_ast(for_loop.iter							,			snake_case__							,			snake_case__							)
      for counter in iterator:
            __A		   =      counter
            for expression in for_loop.body:
                  __A		   =      evaluate_ast(snake_case__							,			snake_case__							,			snake_case__							)
                  if line_result is not None:
                        __A		   =      line_result
      return result










'''simple docstring'''







from typing import List

import datasets
from datasets.tasks import ImageClassification

from ..folder_based_builder import folder_based_builder


__A      :       Tuple      =	datasets.utils.logging.get_logger(__name__)






class 					a__    (			folder_based_builder.FolderBasedBuilderConfig						):
     '''simple docstring'''







     _snake_case             =  None
     _snake_case             =  None







class 					a__    (			folder_based_builder.FolderBasedBuilder						):
     '''simple docstring'''







     _snake_case             =  datasets.Image()
     _snake_case             =  'image'
     _snake_case             =  ImageFolderConfig
     _snake_case             =  42  # definition at the bottom of the script
     _snake_case             =  ImageClassification(image_column='image' ,						label_column='label'						)







__A      :       Any      =	[
    '.blp',
    '.bmp',
    '.dib',
    '.bufr',
    '.cur',
    '.pcx',
    '.dcx',
    '.dds',
    '.ps',
    '.eps',
    '.fit',
    '.fits',
    '.fli',
    '.flc',
    '.ftc',
    '.ftu',
    '.gbr',
    '.gif',
    '.grib',
    '.h5',
    '.hdf',
    '.png',
    '.apng',
    '.jp2',
    '.j2k',
    '.jpc',
    '.jpf',
    '.jpx',
    '.j2c',
    '.icns',
    '.ico',
    '.im',
    '.iim',
    '.tif',
    '.tiff',
    '.jfif',
    '.jpe',
    '.jpg',
    '.jpeg',
    '.mpg',
    '.mpeg',
    '.msp',
    '.pcd',
    '.pxr',
    '.pbm',
    '.pgm',
    '.ppm',
    '.pnm',
    '.psd',
    '.bw',
    '.rgb',
    '.rgba',
    '.sgi',
    '.ras',
    '.tga',
    '.icb',
    '.vda',
    '.vst',
    '.webp',
    '.wmf',
    '.emf',
    '.xbm',
    '.xpm',
]
__A      :       List[Any]      =	IMAGE_EXTENSIONS


