




'''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 					lowerCamelCase_							(	UpperCAmelCase_							):




					'''simple docstring'''






					pass






def 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_=None						,							lowercase_=False  ):



		'''simple docstring'''







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

		return result






def 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''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
				_snake_case     	=	[evaluate_ast(lowercase_						,							lowercase_						,							lowercase_  ) for k in expression.keys]
				_snake_case     	=	[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 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''simple docstring'''







		_snake_case     	=	assign.targets
		_snake_case     	=	evaluate_ast(assign.value						,							lowercase_						,							lowercase_  )

		if len(lowercase_  ) == 1:
				_snake_case     	=	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_  ):
						_snake_case     	=	r
		return result






def 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''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  )}.'''  )
		_snake_case     	=	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}).'''  )

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






def 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''simple docstring'''







		_snake_case     	=	evaluate_ast(subscript.slice						,							lowercase_						,							lowercase_  )
		_snake_case     	=	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_  ):
				_snake_case     	=	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 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''simple docstring'''







		if name.id in state:
				return state[name.id]
		_snake_case     	=	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 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''simple docstring'''







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

		_snake_case     	=	evaluate_ast(condition.left						,							lowercase_						,							lowercase_  )
		_snake_case     	=	condition.ops[0]
		_snake_case     	=	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 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''simple docstring'''







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






def 		_lowercase		(     lowercase_						,							lowercase_						,							lowercase_  ):



		'''simple docstring'''







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











'''simple docstring'''







from typing import TYPE_CHECKING

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


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

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

try:
						if not is_torch_available():
												raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
						pass
else:
						_lowerCamelCase							:						List[Any]							     =  [
						    '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							:						Union[str, Any]							     =  _LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)





