code: def partition_local_data(
      cls,
      op,
      axis_chunk_shape,
      sorted_chunks,
      indices_chunks,
      concat_pivot_chunk,
  ):
      # stage 3: Local data is partitioned
      partition_chunks = []
      length = len(sorted_chunks)
      for i in range(length):
          chunk_inputs = [sorted_chunks[i], concat_pivot_chunk]
          partition_shuffle_map = DataFramePSRSShuffle(
              n_partition=axis_chunk_shape,
              stage=OperandStage.map,
              output_types=op.output_types,
              **cls._collect_op_properties(op),
          )
          if isinstance(
              chunk_inputs[0].index_value.value, IndexValue.RangeIndex
          ):
              index_value = parse_index(pd.Index([], dtype=np.int64))
          else:
              index_value = chunk_inputs[0].index_value
          kw = dict(
              shape=chunk_inputs[0].shape,
              index=chunk_inputs[0].index,
              index_value=index_value,
          )
          if op.outputs[0].ndim == 2:
              kw.update(
                  dict(
                      columns_value=chunk_inputs[0].columns_value,
                      dtypes=chunk_inputs[0].dtypes,
                  )
              )
          else:
              kw.update(
                  dict(
                      dtype=chunk_inputs[0].dtype,
                      name=chunk_inputs[0].name,
                  )
              )
          partition_chunk = partition_shuffle_map.new_chunk(
              chunk_inputs, **kw
          )
          partition_chunks.append(partition_chunk)
      return partition_chunks
  
imports: import os
  import numpy
  import pandas
  from ...None import opcodes
  from ...core.operand import OperandStage, MapReduceOperand
  from ...utils import lazy_import, calc_nsplits
  from ...serialization.serializables import AnyField, Int32Field, ListField, StringField, BoolField
  from ...tensor.base.psrs import PSRSOperandMixin
  from ..core import IndexValue, OutputType
  from ..utils import standardize_range_index, parse_index, is_cudf
  from ..operands import DataFrameOperandMixin, DataFrameOperand, DataFrameShuffleProxy
label_desc: Use image node_id 4 for calling the DataFramePSRSOperandMixin obj's underlying member method code with example usage: obj.partition_local_data(cls, op, axis_chunk_shape, sorted_chunks, indices_chunks, concat_pivot_chunk) and returns: partition_chunks