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14 changes: 9 additions & 5 deletions tiledb/core.cc
Original file line number Diff line number Diff line change
Expand Up @@ -1524,6 +1524,14 @@ class PyQuery {
for (auto& buffer_name : buffers_order_) {
BufferInfo& buffer_info = buffers_.at(buffer_name);

// Convert validity to bitmap BEFORE creating BufferHolder
int64_t null_count = 0;
if (is_nullable(buffer_name)) {
null_count = count_zeros(buffer_info.validity);
buffer_info.validity = uint8_bool_to_uint8_bitmap(
buffer_info.validity);
}

auto buffer_holder = new BufferHolder(
buffer_info.data, buffer_info.validity, buffer_info.offsets);

Expand All @@ -1538,11 +1546,7 @@ class PyQuery {
buffer_holder);

if (is_nullable(buffer_name)) {
// count zeros before converting to bitmap
c_pa_array.null_count = count_zeros(buffer_info.validity);
// convert to bitmap
buffer_info.validity = uint8_bool_to_uint8_bitmap(
buffer_info.validity);
c_pa_array.null_count = null_count;
c_pa_array.buffers[0] = buffer_info.validity.data();
c_pa_array.n_buffers = is_var(buffer_name) ? 3 : 2;
c_pa_schema.flags |= ARROW_FLAG_NULLABLE;
Expand Down
30 changes: 30 additions & 0 deletions tiledb/tests/test_core.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@
import random

import numpy as np
import pytest
from numpy.testing import assert_array_equal

import tiledb
Expand Down Expand Up @@ -157,3 +158,32 @@ def test_import_buffer(self):
self.assertTrue("foo" in r)
self.assertTrue("str" not in r)
del q

def test_nullable_arrow_buffer(self):
# BufferHolder must hold reference to converted bitmap, not original.
# Corrupted validity buffer causes wrong null positions in .to_pandas().
pytest.importorskip("pandas")
pyarrow = pytest.importorskip("pyarrow")

def _read_arrow(uri):
with tiledb.open(uri, "r") as A:
q = core.PyQuery(A.ctx, A, ("a",), (), 0, True)
sub = tiledb.Subarray(A)
sub.add_dim_range(0, (0, 4))
q.set_subarray(sub)
q.submit()
return q._buffers_to_pa_table()

uri = self.path("test_nullable_arrow_buffer")
dom = tiledb.Domain(tiledb.Dim("d", domain=(0, 4), tile=1, dtype=np.uint64))
attr = tiledb.Attr("a", dtype="ascii", var=True, nullable=True)
tiledb.Array.create(
uri, tiledb.ArraySchema(domain=dom, attrs=[attr], sparse=True)
)

with tiledb.open(uri, "w") as A:
A[np.arange(5)] = {"a": pyarrow.array(["x", "y", None, None, ""])}

df = _read_arrow(uri).to_pandas()

assert df["a"].isna().tolist() == [False, False, True, True, False]
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