code: def test_backend_pandas(
      client_with_property_csvs_loaded, pG_with_property_csvs_loaded
  ):
      rpG = RemoteGraph(client_with_property_csvs_loaded, 0)
      pG = pG_with_property_csvs_loaded
  
      # edges()
      rpg_edges = rpG.edges(backend="pandas")
      pg_edges = pG.get_edge_data(
          columns=[pG.src_col_name, pG.dst_col_name, pG.type_col_name]
      )
      assert isinstance(rpg_edges, pd.DataFrame)
      assert (
          rpg_edges[rpG.src_col_name].tolist()
          == pg_edges[pG.src_col_name].values_host.tolist()
      )
      assert (
          rpg_edges[rpG.dst_col_name].tolist()
          == pg_edges[pG.dst_col_name].values_host.tolist()
      )
      assert (
          rpg_edges[rpG.type_col_name].tolist()
          == pg_edges[pG.type_col_name].values_host.tolist()
      )
      assert (
          rpg_edges[rpG.edge_id_col_name].tolist()
          == pg_edges[pG.edge_id_col_name].values_host.tolist()
      )
  
      # get_vertex_data()
      rpg_vertex_data = rpG.get_vertex_data(backend="pandas")
      pg_vertex_data = pG.get_vertex_data().fillna(0)
      assert isinstance(rpg_vertex_data, pd.DataFrame)
      assert sorted(list(rpg_vertex_data.columns)) == sorted(
          list(pg_vertex_data.columns)
      )
      for col in rpg_vertex_data.columns:
          assert (
              rpg_vertex_data[col].tolist()
              == pg_vertex_data[col].values_host.tolist()
          )
  
      # get_edge_data()
      rpg_edge_data = rpG.get_edge_data(backend="pandas")
      pg_edge_data = pG.get_edge_data().fillna(0)
      assert isinstance(rpg_edge_data, pd.DataFrame)
      assert sorted(list(rpg_edge_data.columns)) == sorted(
          list(pg_edge_data.columns)
      )
      for col in rpg_edge_data.columns:
          assert (
              rpg_edge_data[col].tolist()
              == pg_edge_data[col].values_host.tolist()
          )
  
imports: import importlib
  import random
  import pytest
  import pandas
  import numpy
  import cupy
  import cudf
  import cugraph
  from cugraph.experimental import PropertyGraph
  from cugraph_service_client import RemoteGraph
  from .None import data
label_desc: Use image node_id 14 for calling a global function with example usage: test_backend_pandas(client_with_property_csvs_loaded, pG_with_property_csvs_loaded) without return types