

# 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 SCREAMING_SNAKE_CASE	(  a_ ):
  """simple docstring"""






  pass






def 	snake_case_      (__A     :						str					,   __A     :						Dict[str, Callable]					,   __A     :						Optional[int]=None					,   __A     :						Union[str, Any]=False     )			->	Optional[Any]:
   try:
      __lowerCAmelCase  :			Dict					    =						ast.parse(__A     )
   except SyntaxError as e:
      print("""The code generated by the agent is not valid.\n"""					,   __A     )
      return
   if state is None:
      __lowerCAmelCase  :			List[str]					    =						{}
   __lowerCAmelCase  :			List[Any]					    =						None
   for idx, node in enumerate(expression.body     ):
      try:
         __lowerCAmelCase  :			List[Any]					    =						evaluate_ast(__A					,   __A					,   __A     )
      except InterpretorError as e:
         __lowerCAmelCase  :			Any					    =						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(__A     )
         break
      if line_result is not None:
         __lowerCAmelCase  :			Optional[Any]					    =						line_result

   return result





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

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





def 	snake_case_      (__A     :						int					,   __A     :						Tuple					,   __A     :						Tuple     )			->	Optional[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     )}.'''     )
   __lowerCAmelCase  :			Dict					    =						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  :			Union[str, Any]					    =						tools[func_name]
   # Todo deal with args
   __lowerCAmelCase  :			str					    =						[evaluate_ast(__A					,   __A					,   __A     ) for arg in call.args]
   __lowerCAmelCase  :			Tuple					    =						{keyword.arg: evaluate_ast(keyword.value					,   __A					,   __A     ) for keyword in call.keywords}
   return func(*__A					,   **__A     )





def 	snake_case_      (__A     :						Optional[Any]					,   __A     :						Union[str, Any]					,   __A     :						Tuple     )			->	Union[str, Any]:
   __lowerCAmelCase  :			Optional[int]					    =						evaluate_ast(subscript.slice					,   __A					,   __A     )
   __lowerCAmelCase  :			int					    =						evaluate_ast(subscript.value					,   __A					,   __A     )
   if isinstance(__A					,   (list, tuple)     ):
      return value[int(__A     )]
   if index in value:
      return value[index]
   if isinstance(__A					,   __A     ) and isinstance(__A					,   __A     ):
      __lowerCAmelCase  :			List[str]					    =						difflib.get_close_matches(__A					,   list(value.keys()     )     )
      if len(__A     ) > 0:
         return value[close_matches[0]]

   raise InterpretorError(f'''Could not index {value} with \'{index}\'.'''     )





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





def 	snake_case_      (__A     :						Dict					,   __A     :						Any					,   __A     :						Any     )			->	List[Any]:
   if len(condition.ops     ) > 1:
      raise InterpretorError("""Cannot evaluate conditions with multiple operators"""     )

   __lowerCAmelCase  :			Optional[int]					    =						evaluate_ast(condition.left					,   __A					,   __A     )
   __lowerCAmelCase  :			Union[str, Any]					    =						condition.ops[0]
   __lowerCAmelCase  :			Tuple					    =						evaluate_ast(condition.comparators[0]					,   __A					,   __A     )

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





def 	snake_case_      (__A     :						Union[str, Any]					,   __A     :						Tuple					,   __A     :						Any     )			->	Union[str, Any]:
   __lowerCAmelCase  :			List[Any]					    =						None
   if evaluate_condition(if_statement.test					,   __A					,   __A     ):
      for line in if_statement.body:
         __lowerCAmelCase  :			List[Any]					    =						evaluate_ast(__A					,   __A					,   __A     )
         if line_result is not None:
            __lowerCAmelCase  :			Optional[int]					    =						line_result
   else:
      for line in if_statement.orelse:
         __lowerCAmelCase  :			Tuple					    =						evaluate_ast(__A					,   __A					,   __A     )
         if line_result is not None:
            __lowerCAmelCase  :			Any					    =						line_result
   return result





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








import unittest
from dataclasses import dataclass
from typing import Optional

from transformers.utils import ModelOutput
@dataclass
class       __a					( __lowerCamelCase     ):


     """simple docstring"""


     _A				:    float
     _A				:    Optional[float]									=  None
     _A				:    Optional[float]									=  None






class       __a					( unittest.TestCase     ):


     """simple docstring"""


     def   __A				(	self			: Dict						)		->   Optional[int]:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0						)
         self.assertEqual(x.a				,3_0						)
         self.assertIsNone(x.b						)
         self.assertIsNone(x.c						)
         with self.assertRaises(_UpperCamelCase						):
             SCREAMING_SNAKE_CASE__								=x.d




     def   __A				(	self			: Tuple						)		->   Dict:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0				,b=1_0						)
         self.assertEqual(x[0]				,3_0						)
         self.assertEqual(x[1]				,1_0						)
         self.assertEqual(x[:2]				,(3_0, 1_0)						)
         self.assertEqual(x[:]				,(3_0, 1_0)						)

         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0				,c=1_0						)
         self.assertEqual(x[0]				,3_0						)
         self.assertEqual(x[1]				,1_0						)
         self.assertEqual(x[:2]				,(3_0, 1_0)						)
         self.assertEqual(x[:]				,(3_0, 1_0)						)




     def   __A				(	self			: List[str]						)		->   Dict:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0				,b=1_0						)
         self.assertEqual(x["""a"""]				,3_0						)
         self.assertEqual(x["""b"""]				,1_0						)
         with self.assertRaises(_UpperCamelCase						):
             SCREAMING_SNAKE_CASE__								=x["""c"""]

         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0				,c=1_0						)
         self.assertEqual(x["""a"""]				,3_0						)
         self.assertEqual(x["""c"""]				,1_0						)
         with self.assertRaises(_UpperCamelCase						):
             SCREAMING_SNAKE_CASE__								=x["""b"""]




     def   __A				(	self			: Optional[int]						)		->   List[str]:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0						)
         self.assertEqual(list(x.keys()						)				,["""a"""]						)
         self.assertEqual(list(x.values()						)				,[3_0]						)
         self.assertEqual(list(x.items()						)				,[("""a""", 3_0)]						)
         self.assertEqual(list(_UpperCamelCase						)				,["""a"""]						)

         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0				,b=1_0						)
         self.assertEqual(list(x.keys()						)				,["""a""", """b"""]						)
         self.assertEqual(list(x.values()						)				,[3_0, 1_0]						)
         self.assertEqual(list(x.items()						)				,[("""a""", 3_0), ("""b""", 1_0)]						)
         self.assertEqual(list(_UpperCamelCase						)				,["""a""", """b"""]						)

         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0				,c=1_0						)
         self.assertEqual(list(x.keys()						)				,["""a""", """c"""]						)
         self.assertEqual(list(x.values()						)				,[3_0, 1_0]						)
         self.assertEqual(list(x.items()						)				,[("""a""", 3_0), ("""c""", 1_0)]						)
         self.assertEqual(list(_UpperCamelCase						)				,["""a""", """c"""]						)

         with self.assertRaises(_UpperCamelCase						):
             SCREAMING_SNAKE_CASE__								=x.update({"""d""": 2_0}						)
         with self.assertRaises(_UpperCamelCase						):
             del x["a"]
         with self.assertRaises(_UpperCamelCase						):
             SCREAMING_SNAKE_CASE__								=x.pop("""a"""						)
         with self.assertRaises(_UpperCamelCase						):
             SCREAMING_SNAKE_CASE__								=x.setdefault("""d"""				,3_2						)




     def   __A				(	self			: int						)		->   List[Any]:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0						)
         SCREAMING_SNAKE_CASE__								=1_0
         self.assertEqual(x.a				,1_0						)
         self.assertEqual(x["""a"""]				,1_0						)




     def   __A				(	self			: Union[str, Any]						)		->   Optional[Any]:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=3_0						)
         SCREAMING_SNAKE_CASE__								=1_0
         self.assertEqual(x.a				,1_0						)
         self.assertEqual(x["""a"""]				,1_0						)




     def   __A				(	self			: Dict						)		->   List[str]:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest({"""a""": 3_0, """b""": 1_0}						)
         self.assertEqual(list(x.keys()						)				,["""a""", """b"""]						)
         self.assertEqual(x.a				,3_0						)
         self.assertEqual(x.b				,1_0						)




     def   __A				(	self			: Optional[int]						)		->   int:


         '''simple docstring'''





         SCREAMING_SNAKE_CASE__								=ModelOutputTest([("""a""", 3_0), ("""b""", 1_0)]						)
         self.assertEqual(list(x.keys()						)				,["""a""", """b"""]						)
         self.assertEqual(x.a				,3_0						)
         self.assertEqual(x.b				,1_0						)

         with self.assertRaises(_UpperCamelCase						):
             SCREAMING_SNAKE_CASE__								=ModelOutputTest([("""a""", 3_0), (1_0, 1_0)]						)

         SCREAMING_SNAKE_CASE__								=ModelOutputTest(a=(3_0, 3_0)						)
         self.assertEqual(list(x.keys()						)				,["""a"""]						)
         self.assertEqual(x.a				,(3_0, 3_0)						)






