diff --git a/python/cugraph/cugraph/gnn/data_loading/bulk_sampler_io.py b/python/cugraph/cugraph/gnn/data_loading/bulk_sampler_io.py
index 22999843b1f..7e2944c35ce 100644
--- a/python/cugraph/cugraph/gnn/data_loading/bulk_sampler_io.py
+++ b/python/cugraph/cugraph/gnn/data_loading/bulk_sampler_io.py
@@ -60,7 +60,6 @@ def _write_samples_to_parquet_coo(
     if partition_info != "sg" and (not isinstance(partition_info, dict)):
         raise ValueError("Invalid value of partition_info")
 
-    print('offsets:', offsets)
     offsets = offsets[:-1]
 
     # Offsets is always in order, so the last batch id is always the highest
@@ -73,9 +72,6 @@ def _write_samples_to_parquet_coo(
         start_batch_id = offsets_p.batch_id.iloc[0]
         end_batch_id = offsets_p.batch_id.iloc[len(offsets_p) - 1]
 
-        print('partition:', start_batch_id, end_batch_id)
-        print('max batch id:', max_batch_id)
-
         reached_end = end_batch_id == max_batch_id
 
         start_ix = offsets_p.offsets.iloc[0]
diff --git a/python/cugraph/cugraph/tests/sampling/test_bulk_sampler_io_mg.py b/python/cugraph/cugraph/tests/sampling/test_bulk_sampler_io_mg.py
index 41f68c08e5c..ca0b4a7ae35 100644
--- a/python/cugraph/cugraph/tests/sampling/test_bulk_sampler_io_mg.py
+++ b/python/cugraph/cugraph/tests/sampling/test_bulk_sampler_io_mg.py
@@ -38,8 +38,12 @@ def test_bulk_sampler_io(scratch_dir):
         divisions=[0, 8, 11]
     )
 
-    offsets = cudf.DataFrame({"offsets": [0, 0], "batch_id": [0, 1]})
-    offsets = dask_cudf.from_cudf(offsets, npartitions=2)
+    assert len(results) == 12
+
+    offsets = cudf.DataFrame({"offsets": [0, 8, 0, 4], "batch_id": [0, None, 1, None]})
+    offsets = dask_cudf.from_cudf(offsets, npartitions=1).repartition(
+        divisions=[0, 2, 3]
+    )
 
     samples_path = os.path.join(scratch_dir, "mg_test_bulk_sampler_io")
     create_directory_with_overwrite(samples_path)
@@ -149,9 +153,9 @@ def test_bulk_sampler_io_empty_batch(scratch_dir):
     )
 
     # some batches are missing
-    offsets = cudf.DataFrame({"offsets": [0, 8, 0, 4], "batch_id": [0, 3, 4, 10]})
+    offsets = cudf.DataFrame({"offsets": [0, 8, 12, 0, 4, 8], "batch_id": [0, 3, None, 4, 10, None]})
     offsets = dask_cudf.from_cudf(offsets, npartitions=1).repartition(
-        divisions=[0, 2, 3]
+        divisions=[0, 3, 5]
     )
 
     samples_path = os.path.join(scratch_dir, "mg_test_bulk_sampler_io_empty_batch")