#include #include #include #include #include "segcore/collection_c.h" #include "segcore/segment_c.h" #include "pb/service_msg.pb.h" #include namespace chrono = std::chrono; TEST(CApiTest, CollectionTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); DeleteCollection(collection); } TEST(CApiTest, SegmentTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, InsertTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); std::vector raw_data; std::vector timestamps; std::vector uids; int N = 10000; std::default_random_engine e(67); for (int i = 0; i < N; ++i) { uids.push_back(100000 + i); timestamps.push_back(0); // append vec float vec[16]; for (auto& x : vec) { x = e() % 2000 * 0.001 - 1.0; } raw_data.insert(raw_data.end(), (const char*)std::begin(vec), (const char*)std::end(vec)); int age = e() % 100; raw_data.insert(raw_data.end(), (const char*)&age, ((const char*)&age) + sizeof(age)); } auto line_sizeof = (sizeof(int) + sizeof(float) * 16); auto offset = PreInsert(segment, N); auto res = Insert(segment, offset, N, uids.data(), timestamps.data(), raw_data.data(), (int)line_sizeof, N); assert(res == 0); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, DeleteTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); long delete_row_ids[] = {100000, 100001, 100002}; unsigned long delete_timestamps[] = {0, 0, 0}; auto offset = PreDelete(segment, 3); auto del_res = Delete(segment, offset, 3, delete_row_ids, delete_timestamps); assert(del_res == 0); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, SearchTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); std::vector raw_data; std::vector timestamps; std::vector uids; int N = 10000; std::default_random_engine e(67); for (int i = 0; i < N; ++i) { uids.push_back(100000 + i); timestamps.push_back(0); // append vec float vec[16]; for (auto& x : vec) { x = e() % 2000 * 0.001 - 1.0; } raw_data.insert(raw_data.end(), (const char*)std::begin(vec), (const char*)std::end(vec)); int age = e() % 100; raw_data.insert(raw_data.end(), (const char*)&age, ((const char*)&age) + sizeof(age)); } auto line_sizeof = (sizeof(int) + sizeof(float) * 16); auto offset = PreInsert(segment, N); auto ins_res = Insert(segment, offset, N, uids.data(), timestamps.data(), raw_data.data(), (int)line_sizeof, N); assert(ins_res == 0); const char* dsl_string = R"( { "bool": { "vector": { "fakevec": { "metric_type": "L2", "params": { "nprobe": 10 }, "query": "$0", "topk": 10 } } } })"; namespace ser = milvus::proto::service; int num_queries = 10; int dim = 16; std::normal_distribution dis(0, 1); ser::PlaceholderGroup raw_group; auto value = raw_group.add_placeholders(); value->set_tag("$0"); value->set_type(ser::PlaceholderType::VECTOR_FLOAT); for (int i = 0; i < num_queries; ++i) { std::vector vec; for (int d = 0; d < dim; ++d) { vec.push_back(dis(e)); } // std::string line((char*)vec.data(), (char*)vec.data() + vec.size() * sizeof(float)); value->add_values(vec.data(), vec.size() * sizeof(float)); } auto blob = raw_group.SerializeAsString(); auto plan = CreatePlan(collection, dsl_string); auto placeholderGroup = ParsePlaceholderGroup(plan, blob.data(), blob.length()); std::vector placeholderGroups; placeholderGroups.push_back(placeholderGroup); timestamps.clear(); timestamps.push_back(1); long result_ids[100]; float result_distances[100]; auto sea_res = Search(segment, plan, placeholderGroups.data(), timestamps.data(), 1, result_ids, result_distances); assert(sea_res == 0); DeletePlan(plan); DeletePlaceholderGroup(placeholderGroup); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, BuildIndexTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); std::vector raw_data; std::vector timestamps; std::vector uids; int N = 10000; std::default_random_engine e(67); for (int i = 0; i < N; ++i) { uids.push_back(100000 + i); timestamps.push_back(0); // append vec float vec[16]; for (auto& x : vec) { x = e() % 2000 * 0.001 - 1.0; } raw_data.insert(raw_data.end(), (const char*)std::begin(vec), (const char*)std::end(vec)); int age = e() % 100; raw_data.insert(raw_data.end(), (const char*)&age, ((const char*)&age) + sizeof(age)); } auto line_sizeof = (sizeof(int) + sizeof(float) * 16); auto offset = PreInsert(segment, N); auto ins_res = Insert(segment, offset, N, uids.data(), timestamps.data(), raw_data.data(), (int)line_sizeof, N); assert(ins_res == 0); // TODO: add index ptr Close(segment); BuildIndex(collection, segment); const char* dsl_string = R"( { "bool": { "vector": { "fakevec": { "metric_type": "L2", "params": { "nprobe": 10 }, "query": "$0", "topk": 10 } } } })"; namespace ser = milvus::proto::service; int num_queries = 10; int dim = 16; std::normal_distribution dis(0, 1); ser::PlaceholderGroup raw_group; auto value = raw_group.add_placeholders(); value->set_tag("$0"); value->set_type(ser::PlaceholderType::VECTOR_FLOAT); for (int i = 0; i < num_queries; ++i) { std::vector vec; for (int d = 0; d < dim; ++d) { vec.push_back(dis(e)); } // std::string line((char*)vec.data(), (char*)vec.data() + vec.size() * sizeof(float)); value->add_values(vec.data(), vec.size() * sizeof(float)); } auto blob = raw_group.SerializeAsString(); auto plan = CreatePlan(collection, dsl_string); auto placeholderGroup = ParsePlaceholderGroup(plan, blob.data(), blob.length()); std::vector placeholderGroups; placeholderGroups.push_back(placeholderGroup); timestamps.clear(); timestamps.push_back(1); long result_ids[100]; float result_distances[100]; auto sea_res = Search(segment, plan, placeholderGroups.data(), timestamps.data(), 1, result_ids, result_distances); assert(sea_res == 0); DeletePlan(plan); DeletePlaceholderGroup(placeholderGroup); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, IsOpenedTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); auto is_opened = IsOpened(segment); assert(is_opened); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, CloseTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); auto status = Close(segment); assert(status == 0); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, GetMemoryUsageInBytesTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); auto old_memory_usage_size = GetMemoryUsageInBytes(segment); std::cout << "old_memory_usage_size = " << old_memory_usage_size << std::endl; std::vector raw_data; std::vector timestamps; std::vector uids; int N = 10000; std::default_random_engine e(67); for (int i = 0; i < N; ++i) { uids.push_back(100000 + i); timestamps.push_back(0); // append vec float vec[16]; for (auto& x : vec) { x = e() % 2000 * 0.001 - 1.0; } raw_data.insert(raw_data.end(), (const char*)std::begin(vec), (const char*)std::end(vec)); int age = e() % 100; raw_data.insert(raw_data.end(), (const char*)&age, ((const char*)&age) + sizeof(age)); } auto line_sizeof = (sizeof(int) + sizeof(float) * 16); auto offset = PreInsert(segment, N); auto res = Insert(segment, offset, N, uids.data(), timestamps.data(), raw_data.data(), (int)line_sizeof, N); assert(res == 0); auto memory_usage_size = GetMemoryUsageInBytes(segment); std::cout << "new_memory_usage_size = " << memory_usage_size << std::endl; assert(memory_usage_size == 2785280); DeleteCollection(collection); DeleteSegment(segment); } namespace { auto generate_data(int N) { std::vector raw_data; std::vector timestamps; std::vector uids; std::default_random_engine er(42); std::uniform_real_distribution<> distribution(0.0, 1.0); std::default_random_engine ei(42); for (int i = 0; i < N; ++i) { uids.push_back(10 * N + i); timestamps.push_back(0); // append vec float vec[16]; for (auto& x : vec) { x = distribution(er); } raw_data.insert(raw_data.end(), (const char*)std::begin(vec), (const char*)std::end(vec)); int age = ei() % 100; raw_data.insert(raw_data.end(), (const char*)&age, ((const char*)&age) + sizeof(age)); } return std::make_tuple(raw_data, timestamps, uids); } } // namespace // TEST(CApiTest, TestSearchPreference) { // auto schema_tmp_conf = ""; // auto collection = NewCollection(schema_tmp_conf); // auto segment = NewSegment(collection, 0); // // auto beg = chrono::high_resolution_clock::now(); // auto next = beg; // int N = 1000 * 1000 * 10; // auto [raw_data, timestamps, uids] = generate_data(N); // auto line_sizeof = (sizeof(int) + sizeof(float) * 16); // // next = chrono::high_resolution_clock::now(); // std::cout << "generate_data: " << chrono::duration_cast(next - beg).count() << "ms" // << std::endl; // beg = next; // // auto offset = PreInsert(segment, N); // auto res = Insert(segment, offset, N, uids.data(), timestamps.data(), raw_data.data(), (int)line_sizeof, N); // assert(res == 0); // next = chrono::high_resolution_clock::now(); // std::cout << "insert: " << chrono::duration_cast(next - beg).count() << "ms" << std::endl; // beg = next; // // auto N_del = N / 100; // std::vector del_ts(N_del, 100); // auto pre_off = PreDelete(segment, N_del); // Delete(segment, pre_off, N_del, uids.data(), del_ts.data()); // // next = chrono::high_resolution_clock::now(); // std::cout << "delete1: " << chrono::duration_cast(next - beg).count() << "ms" << std::endl; // beg = next; // // auto row_count = GetRowCount(segment); // assert(row_count == N); // // std::vector result_ids(10 * 16); // std::vector result_distances(10 * 16); // // CQueryInfo queryInfo{1, 10, "fakevec"}; // auto sea_res = // Search(segment, queryInfo, 104, (float*)raw_data.data(), 16, result_ids.data(), result_distances.data()); // // // ASSERT_EQ(sea_res, 0); // // ASSERT_EQ(result_ids[0], 10 * N); // // ASSERT_EQ(result_distances[0], 0); // // next = chrono::high_resolution_clock::now(); // std::cout << "query1: " << chrono::duration_cast(next - beg).count() << "ms" << std::endl; // beg = next; // sea_res = Search(segment, queryInfo, 104, (float*)raw_data.data(), 16, result_ids.data(), // result_distances.data()); // // // ASSERT_EQ(sea_res, 0); // // ASSERT_EQ(result_ids[0], 10 * N); // // ASSERT_EQ(result_distances[0], 0); // // next = chrono::high_resolution_clock::now(); // std::cout << "query2: " << chrono::duration_cast(next - beg).count() << "ms" << std::endl; // beg = next; // // // Close(segment); // // BuildIndex(segment); // // next = chrono::high_resolution_clock::now(); // std::cout << "build index: " << chrono::duration_cast(next - beg).count() << "ms" // << std::endl; // beg = next; // // std::vector result_ids2(10); // std::vector result_distances2(10); // // sea_res = // Search(segment, queryInfo, 104, (float*)raw_data.data(), 16, result_ids2.data(), result_distances2.data()); // // // sea_res = Search(segment, nullptr, 104, result_ids2.data(), // // result_distances2.data()); // // next = chrono::high_resolution_clock::now(); // std::cout << "search10: " << chrono::duration_cast(next - beg).count() << "ms" << std::endl; // beg = next; // // sea_res = // Search(segment, queryInfo, 104, (float*)raw_data.data(), 16, result_ids2.data(), result_distances2.data()); // // next = chrono::high_resolution_clock::now(); // std::cout << "search11: " << chrono::duration_cast(next - beg).count() << "ms" << std::endl; // beg = next; // // // std::cout << "case 1" << std::endl; // // for (int i = 0; i < 10; ++i) { // // std::cout << result_ids[i] << "->" << result_distances[i] << std::endl; // // } // // std::cout << "case 2" << std::endl; // // for (int i = 0; i < 10; ++i) { // // std::cout << result_ids2[i] << "->" << result_distances2[i] << std::endl; // // } // // // // for (auto x : result_ids2) { // // ASSERT_GE(x, 10 * N + N_del); // // ASSERT_LT(x, 10 * N + N); // // } // // // auto iter = 0; // // for(int i = 0; i < result_ids.size(); ++i) { // // auto uid = result_ids[i]; // // auto dis = result_distances[i]; // // if(uid >= 10 * N + N_del) { // // auto uid2 = result_ids2[iter]; // // auto dis2 = result_distances2[iter]; // // ASSERT_EQ(uid, uid2); // // ASSERT_EQ(dis, dis2); // // ++iter; // // } // // } // // DeleteCollection(collection); // DeleteSegment(segment); //} TEST(CApiTest, GetDeletedCountTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); long delete_row_ids[] = {100000, 100001, 100002}; unsigned long delete_timestamps[] = {0, 0, 0}; auto offset = PreDelete(segment, 3); auto del_res = Delete(segment, offset, 3, delete_row_ids, delete_timestamps); assert(del_res == 0); // TODO: assert(deleted_count == len(delete_row_ids)) auto deleted_count = GetDeletedCount(segment); assert(deleted_count == 0); DeleteCollection(collection); DeleteSegment(segment); } TEST(CApiTest, GetRowCountTest) { auto schema_tmp_conf = ""; auto collection = NewCollection(schema_tmp_conf); auto segment = NewSegment(collection, 0); int N = 10000; auto [raw_data, timestamps, uids] = generate_data(N); auto line_sizeof = (sizeof(int) + sizeof(float) * 16); auto offset = PreInsert(segment, N); auto res = Insert(segment, offset, N, uids.data(), timestamps.data(), raw_data.data(), (int)line_sizeof, N); assert(res == 0); auto row_count = GetRowCount(segment); assert(row_count == N); DeleteCollection(collection); DeleteSegment(segment); } // TEST(CApiTest, SchemaTest) { // std::string schema_string = // "id: 6873737669791618215\nname: \"collection0\"\nschema: \u003c\n " // "field_metas: \u003c\n field_name: \"age\"\n type: INT32\n dim: 1\n \u003e\n " // "field_metas: \u003c\n field_name: \"field_1\"\n type: VECTOR_FLOAT\n dim: 16\n \u003e\n" // "\u003e\ncreate_time: 1600416765\nsegment_ids: 6873737669791618215\npartition_tags: \"default\"\n"; // // auto collection = NewCollection(schema_string.data()); // auto segment = NewSegment(collection, 0); // DeleteCollection(collection); // DeleteSegment(segment); //}