


# 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  UpperCamelCase__ ( __lowerCamelCase			):
      pass







def 						_lowercase       (     __lowerCamelCase			:					str		,__lowerCamelCase			:					Dict[str, Callable]		,__lowerCamelCase			:					Dict=None		,__lowerCamelCase			:					Optional[Any]=False			)  ->   Any:





     '''simple docstring'''





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

     return result







def 						_lowercase       (     __lowerCamelCase			:					ast.AST		,__lowerCamelCase			:					Dict[str, Any]		,__lowerCamelCase			:					Dict[str, Callable]			)  ->   List[str]:





     '''simple docstring'''





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





     '''simple docstring'''





     UpperCamelCase__							:  List[str]								=     assign.targets
     UpperCamelCase__							:  List[str]								=     evaluate_ast(assign.value		,__lowerCamelCase		,__lowerCamelCase			)

     if len(__lowerCamelCase			) == 1:
          UpperCamelCase__							:  Dict								=     result
     else:
          if len(__lowerCamelCase			) != len(__lowerCamelCase			):
               raise InterpretorError(F'Expected {len(__lowerCamelCase			)} values but got {len(__lowerCamelCase			)}.'			)
          for var_name, r in zip(__lowerCamelCase		,__lowerCamelCase			):
               UpperCamelCase__							:  Optional[Any]								=     r
     return result







def 						_lowercase       (     __lowerCamelCase			:					Optional[Any]		,__lowerCamelCase			:					Tuple		,__lowerCamelCase			:					Any			)  ->   Dict:





     '''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__							:  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}).'			)

     UpperCamelCase__							:  str								=     tools[func_name]
     # Todo deal with args
     UpperCamelCase__							:  Union[str, Any]								=     [evaluate_ast(__lowerCamelCase		,__lowerCamelCase		,__lowerCamelCase			) for arg in call.args]
     UpperCamelCase__							:  Optional[Any]								=     {keyword.arg: evaluate_ast(keyword.value		,__lowerCamelCase		,__lowerCamelCase			) for keyword in call.keywords}
     return func(*__lowerCamelCase		,**__lowerCamelCase			)







def 						_lowercase       (     __lowerCamelCase			:					List[Any]		,__lowerCamelCase			:					List[str]		,__lowerCamelCase			:					int			)  ->   Tuple:





     '''simple docstring'''





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

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







def 						_lowercase       (     __lowerCamelCase			:					Union[str, Any]		,__lowerCamelCase			:					List[str]		,__lowerCamelCase			:					int			)  ->   List[Any]:





     '''simple docstring'''





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







def 						_lowercase       (     __lowerCamelCase			:					Any		,__lowerCamelCase			:					List[str]		,__lowerCamelCase			:					Dict			)  ->   int:





     '''simple docstring'''





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

     UpperCamelCase__							:  Tuple								=     evaluate_ast(condition.left		,__lowerCamelCase		,__lowerCamelCase			)
     UpperCamelCase__							:  Any								=     condition.ops[0]
     UpperCamelCase__							:  Tuple								=     evaluate_ast(condition.comparators[0]		,__lowerCamelCase		,__lowerCamelCase			)

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







def 						_lowercase       (     __lowerCamelCase			:					Tuple		,__lowerCamelCase			:					int		,__lowerCamelCase			:					List[str]			)  ->   List[str]:





     '''simple docstring'''





     UpperCamelCase__							:  Tuple								=     None
     if evaluate_condition(if_statement.test		,__lowerCamelCase		,__lowerCamelCase			):
          for line in if_statement.body:
               UpperCamelCase__							:  Optional[Any]								=     evaluate_ast(__lowerCamelCase		,__lowerCamelCase		,__lowerCamelCase			)
               if line_result is not None:
                    UpperCamelCase__							:  Dict								=     line_result
     else:
          for line in if_statement.orelse:
               UpperCamelCase__							:  List[Any]								=     evaluate_ast(__lowerCamelCase		,__lowerCamelCase		,__lowerCamelCase			)
               if line_result is not None:
                    UpperCamelCase__							:  int								=     line_result
     return result







def 						_lowercase       (     __lowerCamelCase			:					Optional[int]		,__lowerCamelCase			:					Union[str, Any]		,__lowerCamelCase			:					Tuple			)  ->   Union[str, Any]:





     '''simple docstring'''





     UpperCamelCase__							:  Tuple								=     None
     UpperCamelCase__							:  Optional[int]								=     evaluate_ast(for_loop.iter		,__lowerCamelCase		,__lowerCamelCase			)
     for counter in iterator:
          UpperCamelCase__							:  Union[str, Any]								=     counter
          for expression in for_loop.body:
               UpperCamelCase__							:  Any								=     evaluate_ast(__lowerCamelCase		,__lowerCamelCase		,__lowerCamelCase			)
               if line_result is not None:
                    UpperCamelCase__							:  str								=     line_result
     return result








import unittest

from transformers import BlenderbotTokenizer, BlenderbotTokenizerFast
from transformers.utils import cached_property

class  UpperCamelCase__ ( unittest.TestCase			):






      @cached_property
      def 	__lowercase(     self					:   List[Any]   )  -> int:
           return BlenderbotTokenizer.from_pretrained('''facebook/blenderbot-3B'''   )






      @cached_property
      def 	__lowercase(     self					:   List[Any]   )  -> Tuple:
           return BlenderbotTokenizerFast.from_pretrained('''facebook/blenderbot-3B'''   )






      def 	__lowercase(     self					:   List[str]   )  -> Optional[int]:
           UpperCamelCase__							:  Optional[Any]								=     self.tokenizer_ab
           UpperCamelCase__							:  str								=     ''' I am a small frog.'''
           UpperCamelCase__							:  Dict								=     tok([src_text],		padding=__lowerCamelCase,		truncation=__lowerCamelCase   )['''input_ids''']
           UpperCamelCase__							:  List[str]								=     tok.batch_decode(__lowerCamelCase,		skip_special_tokens=__lowerCamelCase,		clean_up_tokenization_spaces=__lowerCamelCase   )[0]
           assert src_text == decoded






      def 	__lowercase(     self					:   int   )  -> Any:
           UpperCamelCase__							:  str								=     self.rust_tokenizer_ab
           UpperCamelCase__							:  Optional[int]								=     ''' I am a small frog.'''
           UpperCamelCase__							:  List[str]								=     tok([src_text],		padding=__lowerCamelCase,		truncation=__lowerCamelCase   )['''input_ids''']
           UpperCamelCase__							:  Optional[int]								=     tok.batch_decode(__lowerCamelCase,		skip_special_tokens=__lowerCamelCase,		clean_up_tokenization_spaces=__lowerCamelCase   )[0]
           assert src_text == decoded






      def 	__lowercase(     self					:   Optional[int]   )  -> Optional[Any]:
           assert self.tokenizer_ab.add_prefix_space
           assert self.tokenizer_ab([''' Sam''', '''Sam''']   ).input_ids == [[55_02, 2], [55_02, 2]]






      def 	__lowercase(     self					:   Union[str, Any]   )  -> Optional[int]:
           assert self.rust_tokenizer_ab.add_prefix_space
           assert self.rust_tokenizer_ab([''' Sam''', '''Sam''']   ).input_ids == [[55_02, 2], [55_02, 2]]




