





"""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 			snake_case		(   __UpperCAmelCase   ):
      pass







def 		lowerCAmelCase_	(  lowercase_   :							str ,      lowercase_   :							Dict[str, Callable] ,      lowercase_   :							Dict=None ,      lowercase_   :							str=False		):

 '''simple docstring'''






 try:
  __SCREAMING_SNAKE_CASE :			Optional[int]												=       ast.parse(lowercase_		)
 except SyntaxError as e:
  print('''The code generated by the agent is not valid.\n''' ,      lowercase_		)
  return
 if state is None:
  __SCREAMING_SNAKE_CASE :			Any												=       {}
 __SCREAMING_SNAKE_CASE :			Tuple												=       None
 for idx, node in enumerate(expression.body		):
  try:
   __SCREAMING_SNAKE_CASE :			Union[str, Any]												=       evaluate_ast(lowercase_ ,      lowercase_ ,      lowercase_		)
  except InterpretorError as e:
   __SCREAMING_SNAKE_CASE :			Union[str, Any]												=       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(lowercase_		)
   break
  if line_result is not None:
   __SCREAMING_SNAKE_CASE :			Tuple												=       line_result

 return result




def 		lowerCAmelCase_	(  lowercase_   :							ast.AST ,      lowercase_   :							Dict[str, Any] ,      lowercase_   :							Dict[str, Callable]		):

 '''simple docstring'''






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

 '''simple docstring'''






 __SCREAMING_SNAKE_CASE :			Optional[Any]												=       assign.targets
 __SCREAMING_SNAKE_CASE :			Any												=       evaluate_ast(assign.value ,      lowercase_ ,      lowercase_		)

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




def 		lowerCAmelCase_	(  lowercase_   :							Dict ,      lowercase_   :							List[Any] ,      lowercase_   :							int		):

 '''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		)}.'''		)
 __SCREAMING_SNAKE_CASE :			Tuple												=       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}).'''		)

 __SCREAMING_SNAKE_CASE :			str												=       tools[func_name]
 # Todo deal with args
 __SCREAMING_SNAKE_CASE :			List[Any]												=       [evaluate_ast(lowercase_ ,      lowercase_ ,      lowercase_		) for arg in call.args]
 __SCREAMING_SNAKE_CASE :			int												=       {keyword.arg: evaluate_ast(keyword.value ,      lowercase_ ,      lowercase_		) for keyword in call.keywords}
 return func(*lowercase_ ,      **lowercase_		)




def 		lowerCAmelCase_	(  lowercase_   :							int ,      lowercase_   :							str ,      lowercase_   :							List[Any]		):

 '''simple docstring'''






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

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




def 		lowerCAmelCase_	(  lowercase_   :							Union[str, Any] ,      lowercase_   :							List[str] ,      lowercase_   :							Any		):

 '''simple docstring'''






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




def 		lowerCAmelCase_	(  lowercase_   :							List[str] ,      lowercase_   :							Tuple ,      lowercase_   :							int		):

 '''simple docstring'''






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

 __SCREAMING_SNAKE_CASE :			Any												=       evaluate_ast(condition.left ,      lowercase_ ,      lowercase_		)
 __SCREAMING_SNAKE_CASE :			List[str]												=       condition.ops[0]
 __SCREAMING_SNAKE_CASE :			List[Any]												=       evaluate_ast(condition.comparators[0] ,      lowercase_ ,      lowercase_		)

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




def 		lowerCAmelCase_	(  lowercase_   :							Optional[int] ,      lowercase_   :							str ,      lowercase_   :							Optional[int]		):

 '''simple docstring'''






 __SCREAMING_SNAKE_CASE :			Optional[Any]												=       None
 if evaluate_condition(if_statement.test ,      lowercase_ ,      lowercase_		):
  for line in if_statement.body:
   __SCREAMING_SNAKE_CASE :			Dict												=       evaluate_ast(lowercase_ ,      lowercase_ ,      lowercase_		)
   if line_result is not None:
    __SCREAMING_SNAKE_CASE :			List[Any]												=       line_result
 else:
  for line in if_statement.orelse:
   __SCREAMING_SNAKE_CASE :			Optional[int]												=       evaluate_ast(lowercase_ ,      lowercase_ ,      lowercase_		)
   if line_result is not None:
    __SCREAMING_SNAKE_CASE :			str												=       line_result
 return result






def 		lowerCAmelCase_	(  lowercase_   :							Dict ,      lowercase_   :							Optional[int] ,      lowercase_   :							Tuple		):

 '''simple docstring'''






 __SCREAMING_SNAKE_CASE :			Dict												=       None
 __SCREAMING_SNAKE_CASE :			List[str]												=       evaluate_ast(for_loop.iter ,      lowercase_ ,      lowercase_		)
 for counter in iterator:
  __SCREAMING_SNAKE_CASE :			Union[str, Any]												=       counter
  for expression in for_loop.body:
   __SCREAMING_SNAKE_CASE :			Optional[Any]												=       evaluate_ast(lowercase_ ,      lowercase_ ,      lowercase_		)
   if line_result is not None:
    __SCREAMING_SNAKE_CASE :			List[str]												=       line_result
 return result








"""simple docstring"""





from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available


_lowerCamelCase       =	{
    '''configuration_mobilenet_v1''': [
        '''MOBILENET_V1_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''MobileNetV1Config''',
        '''MobileNetV1OnnxConfig''',
    ],
}

try:
    if not is_vision_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    pass
else:
    _lowerCamelCase       =	['''MobileNetV1FeatureExtractor''']
    _lowerCamelCase       =	['''MobileNetV1ImageProcessor''']

try:
    if not is_torch_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    pass
else:
    _lowerCamelCase       =	[
        '''MOBILENET_V1_PRETRAINED_MODEL_ARCHIVE_LIST''',
        '''MobileNetV1ForImageClassification''',
        '''MobileNetV1Model''',
        '''MobileNetV1PreTrainedModel''',
        '''load_tf_weights_in_mobilenet_v1''',
    ]


if TYPE_CHECKING:
    from .configuration_mobilenet_va import (
        MOBILENET_V1_PRETRAINED_CONFIG_ARCHIVE_MAP,
        MobileNetVaConfig,
        MobileNetVaOnnxConfig,
    )

    try:
        if not is_vision_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        pass
    else:
        from .feature_extraction_mobilenet_va import MobileNetVaFeatureExtractor
        from .image_processing_mobilenet_va import MobileNetVaImageProcessor

    try:
        if not is_torch_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        pass
    else:
        from .modeling_mobilenet_va import (
            MOBILENET_V1_PRETRAINED_MODEL_ARCHIVE_LIST,
            MobileNetVaForImageClassification,
            MobileNetVaModel,
            MobileNetVaPreTrainedModel,
            load_tf_weights_in_mobilenet_va,
        )


else:
    import sys

    _lowerCamelCase       =	_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)

