





"""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       (   snake_case				):
       pass


def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE=None,SCREAMING_SNAKE_CASE=False				)		->							Any:






       """simple docstring"""




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

       return result

def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)		->							int:






       """simple docstring"""




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






       """simple docstring"""




       _UpperCAmelCase			     =  assign.targets
       _UpperCAmelCase			     =  evaluate_ast(assign.value,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)

       if len(SCREAMING_SNAKE_CASE				) == 1:
              _UpperCAmelCase			     =  result
       else:
              if len(SCREAMING_SNAKE_CASE				) != len(SCREAMING_SNAKE_CASE				):
                     raise InterpretorError(F"""Expected {len(SCREAMING_SNAKE_CASE				)} values but got {len(SCREAMING_SNAKE_CASE				)}."""				)
              for var_name, r in zip(SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				):
                     _UpperCAmelCase			     =  r
       return result

def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)		->							Optional[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(SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				) for arg in call.args]
       _UpperCAmelCase			     =  {keyword.arg: evaluate_ast(keyword.value,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				) for keyword in call.keywords}
       return func(*SCREAMING_SNAKE_CASE,**SCREAMING_SNAKE_CASE				)

def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)		->							Dict:






       """simple docstring"""




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

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

def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)		->							int:






       """simple docstring"""




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

def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)		->							Tuple:






       """simple docstring"""




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

       _UpperCAmelCase			     =  evaluate_ast(condition.left,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)
       _UpperCAmelCase			     =  condition.ops[0]
       _UpperCAmelCase			     =  evaluate_ast(condition.comparators[0],SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)

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

def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)		->							Optional[Any]:






       """simple docstring"""




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


def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				)		->							List[str]:






       """simple docstring"""




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













"""simple docstring"""






def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE				)		->							bool:






       """simple docstring"""




       if not isinstance(SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				):
              raise ValueError('Input series is not valid, valid series - [2, 4, 8]'				)
       if len(SCREAMING_SNAKE_CASE				) == 0:
              raise ValueError('Input list must be a non empty list'				)
       if len(SCREAMING_SNAKE_CASE				) == 1:
              return True
       try:
              _UpperCAmelCase			     =  series[1] / series[0]
              for index in range(len(SCREAMING_SNAKE_CASE				) - 1				):
                     if series[index + 1] / series[index] != common_ratio:
                            return False
       except ZeroDivisionError:
              return False
       return True

def    __lowerCamelCase     (							SCREAMING_SNAKE_CASE				)		->							float:






       """simple docstring"""




       if not isinstance(SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE				):
              raise ValueError('Input series is not valid, valid series - [2, 4, 8]'				)
       if len(SCREAMING_SNAKE_CASE				) == 0:
              raise ValueError('Input list must be a non empty list'				)
       _UpperCAmelCase			     =  1
       for value in series:
              answer *= value
       return pow(SCREAMING_SNAKE_CASE,1 / len(SCREAMING_SNAKE_CASE				)				)


if __name__ == "__main__":
    import doctest

    doctest.testmod()






