code: def test_uniform_neighbor_sample_renumber(dask_client, hops):
      # FIXME This test is not very good because there is a lot of
      # non-deterministic behavior that still exists despite passing
      # a random seed. Right now, there are tests in cuGraph-DGL and
      # cuGraph-PyG that provide better coverage, but a better test
      # should eventually be written to augment or replace this one.
  
      el = dask_cudf.from_cudf(
          email_Eu_core.get_edgelist(), npartitions=4
      )
  
      G = cugraph.Graph(directed=True)
      G.from_dask_cudf_edgelist(el, source="src", destination="dst")
  
      seeds = G.select_random_vertices(62, int(0.0001 * len(el)))
  
      (
          sampling_results_renumbered,
          renumber_map,
      ) = cugraph.dask.uniform_neighbor_sample(
          G,
          seeds,
          hops,
          with_replacement=False,
          with_edge_properties=True,
          with_batch_ids=False,
          deduplicate_sources=True,
          renumber=True,
          random_state=62,
          keep_batches_together=True,
          min_batch_id=0,
          max_batch_id=0,
      )
      sampling_results_renumbered = (
          sampling_results_renumbered.compute()
      )
      renumber_map = renumber_map.compute()
  
      sources_hop_0 = sampling_results_renumbered[
          sampling_results_renumbered.hop_id == 0
      ].sources
  
      assert (renumber_map.batch_id == 0).all()
      assert (
          renumber_map.map.nunique()
          == cudf.concat(
              [sources_hop_0, sampling_results_renumbered.destinations]
          ).nunique()
      )
  
imports: import gc
  import random
  import os
  import pytest
  import pandas
  import cupy
  import cudf
  import cugraph
  import dask_cudf
  import cugraph.dask
  from cugraph.testing import UNDIRECTED_DATASETS
  from cugraph.dask import uniform_neighbor_sample
  from cugraph.dask.common.mg_utils import is_single_gpu
  from cugraph.datasets import email_Eu_core, small_tree
  from pylibcugraph.testing.utils import gen_fixture_params_product
label_desc: Use image node_id 19 for calling a global function with example usage: test_uniform_neighbor_sample_renumber(dask_client, hops) without return types