





# 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  ):
     '''simple docstring'''


     pass





def 							__lowerCAmelCase(					_SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE=None       ,    _SCREAMING_SNAKE_CASE=False							)       ->   int:




    """simple docstring"""




    try:
        _A    =       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:
        _A    =       {}
    _A    =       None
    for idx, node in enumerate(expression.body							):
        try:
            _A    =       evaluate_ast(_SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							)
        except InterpretorError as e:
            _A    =       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:
            _A    =       line_result

    return result





def 							__lowerCAmelCase(					_SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							)       ->   Tuple:




    """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
        _A    =       [evaluate_ast(_SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							) for k in expression.keys]
        _A    =       [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"""




    _A    =       assign.targets
    _A    =       evaluate_ast(assign.value       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							)

    if len(_SCREAMING_SNAKE_CASE							) == 1:
        _A    =       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							):
            _A    =       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							)}."							)
    _A    =       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})."							)

    _A    =       tools[func_name]
    # Todo deal with args
    _A    =       [evaluate_ast(_SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							) for arg in call.args]
    _A    =       {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							)       ->   Optional[Any]:




    """simple docstring"""




    _A    =       evaluate_ast(subscript.slice       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							)
    _A    =       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							):
        _A    =       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							)       ->   str:




    """simple docstring"""




    if name.id in state:
        return state[name.id]
    _A    =       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							)       ->   Dict:




    """simple docstring"""




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

    _A    =       evaluate_ast(condition.left       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							)
    _A    =       condition.ops[0]
    _A    =       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							)       ->   List[str]:




    """simple docstring"""




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





def 							__lowerCAmelCase(					_SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE       ,    _SCREAMING_SNAKE_CASE							)       ->   Dict:




    """simple docstring"""




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












from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available


__A       : Dict						    = {"configuration_hubert": ["HUBERT_PRETRAINED_CONFIG_ARCHIVE_MAP", "HubertConfig"]}

try:
 if not is_torch_available():
  raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
 pass
else:
 __A       : List[str]						    = [
     "HUBERT_PRETRAINED_MODEL_ARCHIVE_LIST",
     "HubertForCTC",
     "HubertForSequenceClassification",
     "HubertModel",
     "HubertPreTrainedModel",
 ]


try:
 if not is_tf_available():
  raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
 pass
else:
 __A       : Tuple						    = [
     "TF_HUBERT_PRETRAINED_MODEL_ARCHIVE_LIST",
     "TFHubertForCTC",
     "TFHubertModel",
     "TFHubertPreTrainedModel",
 ]

if TYPE_CHECKING:
 from .configuration_hubert import HUBERT_PRETRAINED_CONFIG_ARCHIVE_MAP, HubertConfig

 try:
  if not is_torch_available():
   raise OptionalDependencyNotAvailable()
 except OptionalDependencyNotAvailable:
  pass
 else:
  from .modeling_hubert import (
      HUBERT_PRETRAINED_MODEL_ARCHIVE_LIST,
      HubertForCTC,
      HubertForSequenceClassification,
      HubertModel,
      HubertPreTrainedModel,
  )

 try:
  if not is_tf_available():
   raise OptionalDependencyNotAvailable()
 except OptionalDependencyNotAvailable:
  pass
 else:
  from .modeling_tf_hubert import (
      TF_HUBERT_PRETRAINED_MODEL_ARCHIVE_LIST,
      TFHubertForCTC,
      TFHubertModel,
      TFHubertPreTrainedModel,
  )


else:
 import sys

 __A       : Dict						    = _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)





