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Fix segmented_gather() for null LIST rows #9537

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9 changes: 6 additions & 3 deletions cpp/src/lists/copying/segmented_gather.cu
Original file line number Diff line number Diff line change
Expand Up @@ -45,14 +45,16 @@ std::unique_ptr<column> segmented_gather(lists_column_view const& value_column,
auto const gather_index_begin = gather_map.offsets_begin() + 1;
auto const gather_index_end = gather_map.offsets_end();
auto const value_offsets = value_column.offsets_begin();
auto const value_device_view = column_device_view::create(value_column.parent(), stream);
auto const map_begin =
cudf::detail::indexalator_factory::make_input_iterator(gather_map_sliced_child);
auto const out_of_bounds = [] __device__(auto const index, auto const list_size) {
return index >= list_size || (index < 0 && -index > list_size);
};

// Calculate Flattened gather indices (value_offset[row]+sub_index
auto transformer = [value_offsets,
auto transformer = [values_lists_view = *value_device_view,
value_offsets,
map_begin,
gather_index_begin,
gather_index_end,
Expand All @@ -64,8 +66,9 @@ std::unique_ptr<column> segmented_gather(lists_column_view const& value_column,
thrust::seq, gather_index_begin, gather_index_end, gather_index_begin[-1] + index) -
gather_index_begin;
// Get each sub_index in list in each row of gather_map.
auto sub_index = map_begin[index];
auto list_size = value_offsets[offset_idx + 1] - value_offsets[offset_idx];
auto sub_index = map_begin[index];
auto list_is_null = values_lists_view.is_null(offset_idx);
auto list_size = list_is_null ? 0 : (value_offsets[offset_idx + 1] - value_offsets[offset_idx]);
auto wrapped_sub_index = sub_index < 0 ? sub_index + list_size : sub_index;
auto constexpr null_idx = cuda::std::numeric_limits<cudf::size_type>::max();
// Add sub_index to value_column offsets, to get gather indices of child of value_column
Expand Down
27 changes: 21 additions & 6 deletions cpp/tests/copying/segmented_gather_list_tests.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@
#include <cudf/column/column_view.hpp>
#include <cudf/copying.hpp>
#include <cudf/detail/iterator.cuh>
#include <cudf/detail/null_mask.hpp>
#include <cudf/lists/detail/gather.cuh>
#include <cudf/lists/lists_column_view.hpp>

Expand All @@ -34,19 +35,14 @@ using FixedWidthTypesNotBool = cudf::test::Concat<cudf::test::IntegralTypesNotBo
cudf::test::TimestampTypes>;
TYPED_TEST_SUITE(SegmentedGatherTest, FixedWidthTypesNotBool);

class SegmentedGatherTestList : public cudf::test::BaseFixture {
};

// to disambiguate between {} == 0 and {} == List{0}
// Also, see note about compiler issues when declaring nested
// empty lists in lists_column_wrapper documentation
template <typename T>
using LCW = cudf::test::lists_column_wrapper<T, int32_t>;
using cudf::lists_column_view;
using cudf::lists::detail::segmented_gather;
using cudf::test::iterators::no_nulls;
using cudf::test::iterators::null_at;
using cudf::test::iterators::nulls_at;
using namespace cudf::test::iterators;
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auto constexpr NULLIFY = cudf::out_of_bounds_policy::NULLIFY;

TYPED_TEST(SegmentedGatherTest, Gather)
Expand Down Expand Up @@ -300,6 +296,25 @@ TYPED_TEST(SegmentedGatherTest, GatherNegatives)
}
}

TYPED_TEST(SegmentedGatherTest, GatherOnNonCompactedNullLists)
{
using T = TypeParam;
auto constexpr X = -1; // Signifies null value.

// List<T>
auto list = LCW<T>{{{1, 2, 3, 4}, {5}, {6, 7}, {8, 9, 0}, {}, {1, 2}, {3, 4, 5}}, no_nulls()};
auto const input = list.release();

// Set non-empty list row at index 5 to null.
cudf::detail::set_null_mask(input->mutable_view().null_mask(), 5, 6, false);

auto const gather_map = LCW<int>{{-1, 2, 1, -4}, {0}, {-2, 1}, {0, 2, 1}, {}, {0}, {1, 2}};
auto const expected =
LCW<T>{{{4, 3, 2, 1}, {5}, {6, 7}, {8, 0, 9}, {}, {{X}, all_nulls()}, {4, 5}}, null_at(5)};
auto const results = segmented_gather(lists_column_view{*input}, lists_column_view{gather_map});
CUDF_TEST_EXPECT_COLUMNS_EQUIVALENT(results->view(), expected);
}

TYPED_TEST(SegmentedGatherTest, GatherNestedNulls)
{
using T = TypeParam;
Expand Down
29 changes: 29 additions & 0 deletions cpp/tests/lists/extract_tests.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
*/

#include <cudf/column/column_factories.hpp>
#include <cudf/detail/null_mask.hpp>
#include <cudf/lists/extract.hpp>

#include <tests/strings/utilities.h>
Expand Down Expand Up @@ -213,6 +214,34 @@ TYPED_TEST(ListsExtractNumericsTest, ExtractElementNestedLists)
}
}

TYPED_TEST(ListsExtractNumericsTest, ExtractElementsFromNonCompactedNullLists)
{
using namespace cudf::test::iterators;
using indices = cudf::test::fixed_width_column_wrapper<cudf::size_type>;
using lcw = cudf::test::lists_column_wrapper<TypeParam, int32_t>;
using result_column = cudf::test::fixed_width_column_wrapper<TypeParam, int32_t>;
auto constexpr X = -1; // Value indicating null.

auto input =
lcw{{{1, 2, 3}, {4, 5, 6}, {}, {7, 8, 9}, {0, 1, 2}, {}, {3, 4, 5}}, nulls_at({2, 5})}
.release();

// Set null at index 4.
cudf::detail::set_null_mask(input->mutable_view().null_mask(), 4, 5, false);

{
auto result = cudf::lists::extract_list_element(cudf::lists_column_view{*input}, 0);
auto expected = result_column{{1, 4, X, 7, X, X, 3}, nulls_at({2, 4, 5})};
CUDF_TEST_EXPECT_COLUMNS_EQUAL(expected, *result);
}
{
auto index = indices{0, 1, 2, 0, 1, 2, 0};
auto result = cudf::lists::extract_list_element(cudf::lists_column_view{*input}, index);
auto expected = result_column{{1, 5, X, 7, X, X, 3}, nulls_at({2, 4, 5})};
CUDF_TEST_EXPECT_COLUMNS_EQUAL(expected, *result);
}
}

TEST_F(ListsExtractTest, ExtractElementEmpty)
{
using LCW = cudf::test::lists_column_wrapper<cudf::string_view>;
Expand Down