

# 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 					lowercase		( _UpperCamelCase      ):



 '''simple docstring'''


 pass







def 		UpperCamelCase_(    snake_case__:						str						,					snake_case__:						Dict[str, Callable]						,					snake_case__:						Dict=None						,					snake_case__:						int=False     ) ->				List[Any]:
 try:
  UpperCAmelCase__           =       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:
  UpperCAmelCase__           =       {}
 UpperCAmelCase__           =       None
 for idx, node in enumerate(expression.body     ):
  try:
   UpperCAmelCase__           =       evaluate_ast(snake_case__						,					snake_case__						,					snake_case__     )
  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(snake_case__     )
   break
  if line_result is not None:
   UpperCAmelCase__           =       line_result

 return result
def 		UpperCamelCase_(    snake_case__:						ast.AST						,					snake_case__:						Dict[str, Any]						,					snake_case__:						Dict[str, Callable]     ) ->				int:
 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
  UpperCAmelCase__           =       [evaluate_ast(snake_case__						,					snake_case__						,					snake_case__     ) for k in expression.keys]
  UpperCAmelCase__           =       [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__:						List[str]						,					snake_case__:						Optional[Any]						,					snake_case__:						Optional[Any]     ) ->				Dict:
 UpperCAmelCase__           =       assign.targets
 UpperCAmelCase__           =       evaluate_ast(assign.value						,					snake_case__						,					snake_case__     )

 if len(snake_case__     ) == 1:
  UpperCAmelCase__           =       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__     ):
   UpperCAmelCase__           =       r
 return result
def 		UpperCamelCase_(    snake_case__:						Optional[Any]						,					snake_case__:						Optional[Any]						,					snake_case__:						Any     ) ->				List[Any]:
 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(snake_case__						,					snake_case__						,					snake_case__     ) for arg in call.args]
 UpperCAmelCase__           =       {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__:						Union[str, Any]						,					snake_case__:						Union[str, Any]						,					snake_case__:						Optional[int]     ) ->				str:
 UpperCAmelCase__           =       evaluate_ast(subscript.slice						,					snake_case__						,					snake_case__     )
 UpperCAmelCase__           =       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__     ):
  UpperCAmelCase__           =       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__:						Optional[int]						,					snake_case__:						Dict						,					snake_case__:						Dict     ) ->				Optional[Any]:
 if name.id in state:
  return state[name.id]
 UpperCAmelCase__           =       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__:						int						,					snake_case__:						List[str]						,					snake_case__:						Tuple     ) ->				int:
 if len(condition.ops     ) > 1:
  raise InterpretorError('Cannot evaluate conditions with multiple operators'     )

 UpperCAmelCase__           =       evaluate_ast(condition.left						,					snake_case__						,					snake_case__     )
 UpperCAmelCase__           =       condition.ops[0]
 UpperCAmelCase__           =       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__:						List[Any]						,					snake_case__:						Optional[Any]						,					snake_case__:						Optional[int]     ) ->				Union[str, Any]:
 UpperCAmelCase__           =       None
 if evaluate_condition(if_statement.test						,					snake_case__						,					snake_case__     ):
  for line in if_statement.body:
   UpperCAmelCase__           =       evaluate_ast(snake_case__						,					snake_case__						,					snake_case__     )
   if line_result is not None:
    UpperCAmelCase__           =       line_result
 else:
  for line in if_statement.orelse:
   UpperCAmelCase__           =       evaluate_ast(snake_case__						,					snake_case__						,					snake_case__     )
   if line_result is not None:
    UpperCAmelCase__           =       line_result
 return result







def 		UpperCamelCase_(    snake_case__:						Any						,					snake_case__:						List[Any]						,					snake_case__:						Dict     ) ->				Optional[int]:
 UpperCAmelCase__           =       None
 UpperCAmelCase__           =       evaluate_ast(for_loop.iter						,					snake_case__						,					snake_case__     )
 for counter in iterator:
  UpperCAmelCase__           =       counter
  for expression in for_loop.body:
   UpperCAmelCase__           =       evaluate_ast(snake_case__						,					snake_case__						,					snake_case__     )
   if line_result is not None:
    UpperCAmelCase__           =       line_result
 return result






def 		UpperCamelCase_(    snake_case__:						int     ) ->				int:
 if not isinstance(snake_case__						,					snake_case__     ):
  UpperCAmelCase__           =       f"Input value of [number={number}] must be an integer"
  raise TypeError(snake_case__     )
 if number < 1:
  raise ValueError('Input must be a positive integer'     )
 return number * (2 * number - 1)


if __name__ == "__main__":
 import doctest

 doctest.testmod()



