


# 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 					__lowerCamelCase	(_a		):
       pass






def 						_A						(						_lowercase			,       _lowercase			,       _lowercase=None			,       _lowercase=False				)			->				Optional[Any]:


     """simple docstring"""


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

     return result






def 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				Tuple:


     """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
          __UpperCamelCase				=	[evaluate_ast(_lowercase			,       _lowercase			,       _lowercase				) for k in expression.keys]
          __UpperCamelCase				=	[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 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				int:


     """simple docstring"""


     __UpperCamelCase				=	assign.targets
     __UpperCamelCase				=	evaluate_ast(assign.value			,       _lowercase			,       _lowercase				)

     if len(_lowercase				) == 1:
          __UpperCamelCase				=	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				):
               __UpperCamelCase				=	r
     return result






def 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				List[Any]:


     """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				)}.'''				)
     __UpperCamelCase				=	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}).'''				)

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






def 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				Optional[Any]:


     """simple docstring"""


     __UpperCamelCase				=	evaluate_ast(subscript.slice			,       _lowercase			,       _lowercase				)
     __UpperCamelCase				=	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				):
          __UpperCamelCase				=	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 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				Optional[int]:


     """simple docstring"""


     if name.id in state:
          return state[name.id]
     __UpperCamelCase				=	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 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				Optional[int]:


     """simple docstring"""


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

     __UpperCamelCase				=	evaluate_ast(condition.left			,       _lowercase			,       _lowercase				)
     __UpperCamelCase				=	condition.ops[0]
     __UpperCamelCase				=	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 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				Union[str, Any]:


     """simple docstring"""


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






def 						_A						(						_lowercase			,       _lowercase			,       _lowercase				)			->				str:


     """simple docstring"""


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






# Copyright 2023 The HuggingFace 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.
from typing import TYPE_CHECKING

# rely on isort to merge the imports
from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_torch_available,
)


__snake_case     =		{
    '''configuration_convnextv2''': [
        '''CONVNEXTV2_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''ConvNextV2Config''',
    ]
}

try:
    if not is_torch_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    pass
else:
    __snake_case     =		[
        '''CONVNEXTV2_PRETRAINED_MODEL_ARCHIVE_LIST''',
        '''ConvNextV2ForImageClassification''',
        '''ConvNextV2Model''',
        '''ConvNextV2PreTrainedModel''',
        '''ConvNextV2Backbone''',
    ]


if TYPE_CHECKING:
    from .configuration_convnextva import (
        CONVNEXTV2_PRETRAINED_CONFIG_ARCHIVE_MAP,
        ConvNextVaConfig,
    )

    try:
        if not is_torch_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        pass
    else:
        from .modeling_convnextva import (
            CONVNEXTV2_PRETRAINED_MODEL_ARCHIVE_LIST,
            ConvNextVaBackbone,
            ConvNextVaForImageClassification,
            ConvNextVaModel,
            ConvNextVaPreTrainedModel,
        )

else:
    import sys

    __snake_case     =		_LazyModule(__name__, globals()['''__file__'''], _import_structure)


