Function TestHGraphGetRawVector

tests/test_hgraph.cpp:829–876

}

static void
TestHGraphGetRawVector(const fixtures::HGraphTestIndexPtr& test_index,
                       const fixtures::HGraphResourcePtr& resource) {
    using namespace fixtures;
    auto origin_size = vsag::Options::Instance().block_size_limit();
    auto size = GENERATE(1024 * 1024 * 2);
    const std::vector<std::pair<std::string, float>> test_cases = {
        {"fp32", 0.99}, {"sq8", 0.99}, {"sq4_uniform,fp32", 0.95}};
    auto search_param = fmt::format(fixtures::search_param_tmp, 200, false);
    for (auto metric_type : resource->metric_types) {
        for (auto dim : resource->dims) {
            for (auto& [base_quantization_str, recall] : test_cases) {
                INFO(fmt::format("metric_type: {}, dim: {}, base_quantization_str: {}, recall: {}",
                                 metric_type,
                                 dim,
                                 base_quantization_str,
                                 recall));
                if (HGraphTestIndex::IsRaBitQ(base_quantization_str) &&
                    dim < fixtures::RABITQ_MIN_RACALL_DIM) {
                    dim = fixtures::RABITQ_MIN_RACALL_DIM;
                }

                // Set block size limit for current test iteration
                vsag::Options::Instance().set_block_size_limit(size);

                // Generate index parameters with attribute support enabled
                HGraphTestIndex::HGraphBuildParam build_param(
                    metric_type, dim, base_quantization_str);
                build_param.store_raw_vector = true;
                auto param = HGraphTestIndex::GenerateHGraphBuildParametersString(build_param);

                // Create index and dataset
                auto index = TestIndex::TestFactory(test_index->name, param, true);

                auto dataset = HGraphTestIndex::pool.GetDatasetAndCreate(
                    dim, resource->base_count, metric_type);

                TestIndex::TestBuildIndex(index, dataset, true);

                // Execute attribute-aware build test
                HGraphTestIndex::TestGeneral(index, dataset, search_param, recall);

                // Restore original block size limit
                vsag::Options::Instance().set_block_size_limit(origin_size);
            }
        }
    }
}

TEST_CASE("(PR) HGraph Support Get Raw Vector", "[ft][hgraph][pr]") {
    auto test_index = std::make_shared<fixtures::HGraphTestIndex>();