code: def _get_kw(obj):
      if isinstance(obj, TENSOR_TYPE + TENSOR_CHUNK_TYPE):
          return {
              "shape": obj.shape,
              "dtype": obj.dtype,
              "order": obj.order,
          }
      else:
          return {
              "shape": obj.shape,
              "dtypes": obj.dtypes,
              "index_value": obj.index_value,
              "columns_value": obj.columns_value,
          }
  
imports: import itertools
  from typing import List, Union
  import numpy
  from ....None import opcodes
  from ....core import get_output_types, recursive_tile
  from ....core.context import get_context, Context
  from ....dataframe.core import DATAFRAME_TYPE
  from ....serialization.serializables import KeyField, Float64Field, ListField, BoolField
  from ....tensor.core import TENSOR_TYPE, TENSOR_CHUNK_TYPE
  from ....tensor import tensor
  from ....typing import TileableType, ChunkType
  from ....utils import has_unknown_shape, ensure_own_data, build_fetch
  from ...operands import LearnOperand, LearnOperandMixin
  from ...utils import convert_to_tensor_or_dataframe, concat_chunks
label_desc: Use image node_id 3 for calling the ToDMatrix obj's underlying member method code with example usage: obj._get_kw(obj) and returns: dict, dict