
# 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 		__magic_name__   (						snake_case    ):
		pass



def     UpperCAmelCase__							(       __magic_name__						:     str							,  __magic_name__						:     Dict[str, Callable]							,  __magic_name__						:     str=None							,  __magic_name__						:     Dict=False  ):


					'''simple docstring'''

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

					return result
def     UpperCAmelCase__							(       __magic_name__						:     ast.AST							,  __magic_name__						:     Dict[str, Any]							,  __magic_name__						:     Dict[str, Callable]  ):


					'''simple docstring'''

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


					'''simple docstring'''

					lowerCAmelCase		:					List[str]  	=     assign.targets
					lowerCAmelCase		:					Tuple  	=     evaluate_ast(assign.value							,  __magic_name__							,  __magic_name__  )

					if len(__magic_name__  ) == 1:
										lowerCAmelCase		:					Union[str, Any]  	=     result
					else:
										if len(__magic_name__  ) != len(__magic_name__  ):
															raise InterpretorError(f'''Expected {len(__magic_name__  )} values but got {len(__magic_name__  )}.'''  )
										for var_name, r in zip(__magic_name__							,  __magic_name__  ):
															lowerCAmelCase		:					Any  	=     r
					return result
def     UpperCAmelCase__							(       __magic_name__						:     Any							,  __magic_name__						:     Optional[int]							,  __magic_name__						:     Optional[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  )}.'''  )
					lowerCAmelCase		:					List[str]  	=     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}).'''  )

					lowerCAmelCase		:					List[Any]  	=     tools[func_name]
					# Todo deal with args
					lowerCAmelCase		:					Optional[int]  	=     [evaluate_ast(__magic_name__							,  __magic_name__							,  __magic_name__  ) for arg in call.args]
					lowerCAmelCase		:					Dict  	=     {keyword.arg: evaluate_ast(keyword.value							,  __magic_name__							,  __magic_name__  ) for keyword in call.keywords}
					return func(*__magic_name__							,  **__magic_name__  )
def     UpperCAmelCase__							(       __magic_name__						:     List[Any]							,  __magic_name__						:     Any							,  __magic_name__						:     Dict  ):


					'''simple docstring'''

					lowerCAmelCase		:					Dict  	=     evaluate_ast(subscript.slice							,  __magic_name__							,  __magic_name__  )
					lowerCAmelCase		:					List[Any]  	=     evaluate_ast(subscript.value							,  __magic_name__							,  __magic_name__  )
					if isinstance(__magic_name__							,  (list, tuple)  ):
										return value[int(__magic_name__  )]
					if index in value:
										return value[index]
					if isinstance(__magic_name__							,  __magic_name__  ) and isinstance(__magic_name__							,  __magic_name__  ):
										lowerCAmelCase		:					Tuple  	=     difflib.get_close_matches(__magic_name__							,  list(value.keys()  )  )
										if len(__magic_name__  ) > 0:
															return value[close_matches[0]]

					raise InterpretorError(f'''Could not index {value} with \'{index}\'.'''  )
def     UpperCAmelCase__							(       __magic_name__						:     str							,  __magic_name__						:     List[str]							,  __magic_name__						:     int  ):


					'''simple docstring'''

					if name.id in state:
										return state[name.id]
					lowerCAmelCase		:					Union[str, Any]  	=     difflib.get_close_matches(name.id							,  list(state.keys()  )  )
					if len(__magic_name__  ) > 0:
										return state[close_matches[0]]
					raise InterpretorError(f'''The variable `{name.id}` is not defined.'''  )
def     UpperCAmelCase__							(       __magic_name__						:     Union[str, Any]							,  __magic_name__						:     Optional[Any]							,  __magic_name__						:     List[str]  ):


					'''simple docstring'''

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

					lowerCAmelCase		:					Union[str, Any]  	=     evaluate_ast(condition.left							,  __magic_name__							,  __magic_name__  )
					lowerCAmelCase		:					Union[str, Any]  	=     condition.ops[0]
					lowerCAmelCase		:					Tuple  	=     evaluate_ast(condition.comparators[0]							,  __magic_name__							,  __magic_name__  )

					if isinstance(__magic_name__							,  ast.Eq  ):
										return left == right
					elif isinstance(__magic_name__							,  ast.NotEq  ):
										return left != right
					elif isinstance(__magic_name__							,  ast.Lt  ):
										return left < right
					elif isinstance(__magic_name__							,  ast.LtE  ):
										return left <= right
					elif isinstance(__magic_name__							,  ast.Gt  ):
										return left > right
					elif isinstance(__magic_name__							,  ast.GtE  ):
										return left >= right
					elif isinstance(__magic_name__							,  ast.Is  ):
										return left is right
					elif isinstance(__magic_name__							,  ast.IsNot  ):
										return left is not right
					elif isinstance(__magic_name__							,  ast.In  ):
										return left in right
					elif isinstance(__magic_name__							,  ast.NotIn  ):
										return left not in right
					else:
										raise InterpretorError(f'''Operator not supported: {comparator}'''  )
def     UpperCAmelCase__							(       __magic_name__						:     Optional[Any]							,  __magic_name__						:     str							,  __magic_name__						:     List[str]  ):


					'''simple docstring'''

					lowerCAmelCase		:					Optional[Any]  	=     None
					if evaluate_condition(if_statement.test							,  __magic_name__							,  __magic_name__  ):
										for line in if_statement.body:
															lowerCAmelCase		:					List[Any]  	=     evaluate_ast(__magic_name__							,  __magic_name__							,  __magic_name__  )
															if line_result is not None:
																				lowerCAmelCase		:					str  	=     line_result
					else:
										for line in if_statement.orelse:
															lowerCAmelCase		:					Dict  	=     evaluate_ast(__magic_name__							,  __magic_name__							,  __magic_name__  )
															if line_result is not None:
																				lowerCAmelCase		:					Union[str, Any]  	=     line_result
					return result
def     UpperCAmelCase__							(       __magic_name__						:     str							,  __magic_name__						:     Tuple							,  __magic_name__						:     Optional[int]  ):


					'''simple docstring'''

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


from ..utils import requires_backends


__SCREAMING_SNAKE_CASE			:   Union[str, Any]         =     None


class 		__magic_name__   :





		def __init__(							self    :	Optional[int]						,  *lowerCamelCase__    :	List[str]						,  **lowerCamelCase__    :	Optional[Any]				):
							requires_backends(self						,  ['''detectron2''']				)





		@classmethod
		def       _A							(							cls    :	Dict						,  *lowerCamelCase__    :	List[str]						,  **lowerCamelCase__    :	Optional[Any]				):
							requires_backends(cls						,  ['''detectron2''']				)
