code: def deprecated_lazy_tensor(_LinearOperatorClass: type) -> type:
      __orig_init__ = getattr(_LinearOperatorClass, "__init__")
  
      def __init__(self, *args, **kwargs):
          new_kwargs = dict()
          for name, val in kwargs.items():
              if "lazy_tensor" in name:
                  new_name = name.replace("lazy_tensor", "linear_op")
                  warnings.warn(
                      f"The kwarg {name} for {self.__class__.__name__}.__init__ is deprecated. Use "
                      f"the kwarg {new_name} instead.",
                      DeprecationWarning,
                  )
                  new_kwargs[new_name] = val
              else:
                  new_kwargs[name] = val
  
          return __orig_init__(self, *args, **new_kwargs)
  
      def symeig(self, eigenvectors=True):
          warnings.warn(
              "LazyTensor#symeig has been renamed to LinearOperator#eigh/eigvalsh. "
              "(eigh replaces symeig(eigenvectors=True); eigvalsh replaces symeig(eigenvectors=False).)",
              DeprecationWarning,
          )
          if eigenvectors:
              return self.eigh()
          else:
              return self.eigvalsh(), None
  
      def __getattr__(self, name):
          if "lazy_tensor" in name:
              new_name = name.replace("lazy_tensor", "linear_op")
              if hasattr(self, new_name):
                  warnings.warn(
                      f"The property {self.__class__.__name__}#{name} is deprecated. Use "
                      f"{self.__class__.__name__}#{new_name} instead."
                  )
                  return getattr(self, new_name)
          raise AttributeError(
              f"Unknown attribute {name} for {self.__class__.__name__}"
          )
  
      _add_deprecated_method(
          _LinearOperatorClass, "_approx_diag", "_approx_diagonal"
      )
      _add_deprecated_method(
          _LinearOperatorClass,
          "_quad_form_derivative",
          "_bilinear_derivative",
      )
      _add_deprecated_method(
          _LinearOperatorClass, "add_diag", "add_diagonal"
      )
      _add_deprecated_method(_LinearOperatorClass, "diag", "diagonal")
      _add_deprecated_method(
          _LinearOperatorClass, "evaluate", "to_dense"
      )
      _add_deprecated_method(
          _LinearOperatorClass, "inv_matmul", "solve"
      )
      setattr(_LinearOperatorClass, "symeig", symeig)
      setattr(_LinearOperatorClass, "__getattr__", __getattr__)
      setattr(_LinearOperatorClass, "__init__", __init__)
      return _LinearOperatorClass
  
imports: import warnings
  from functools import wraps
  from typing import Union
  import torch
  from linear_operator import LinearOperator, to_dense
label_desc: Use image node_id 3 for calling a global function with example usage: deprecated_lazy_tensor(_LinearOperatorClass) and returns: _LinearOperatorClass, __orig_init__, self, self,  None, getattr