milvus/internal/core/unittest/test_span.cpp
Cai Yudong a001412e12
Replace faiss::MetricType with knowhere::MetricType (#17891)
Signed-off-by: yudong.cai <yudong.cai@zilliz.com>
2022-06-29 14:20:19 +08:00

63 lines
2.9 KiB
C++

// Copyright (C) 2019-2020 Zilliz. All rights reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software distributed under the License
// is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
// or implied. See the License for the specific language governing permissions and limitations under the License
#include <gtest/gtest.h>
#include "segcore/SegmentGrowing.h"
#include "test_utils/DataGen.h"
const int64_t ROW_COUNT = 100 * 1000;
TEST(Span, Naive) {
using namespace milvus;
using namespace milvus::query;
using namespace milvus::segcore;
int64_t N = ROW_COUNT;
constexpr int64_t size_per_chunk = 32 * 1024;
auto schema = std::make_shared<Schema>();
auto bin_vec_fid = schema->AddDebugField("binaryvec", DataType::VECTOR_BINARY, 512, knowhere::metric::JACCARD);
auto float_fid = schema->AddDebugField("age", DataType::FLOAT);
auto float_vec_fid = schema->AddDebugField("floatvec", DataType::VECTOR_FLOAT, 32, knowhere::metric::L2);
auto i64_fid = schema->AddDebugField("counter", DataType::INT64);
schema->set_primary_field_id(i64_fid);
auto dataset = DataGen(schema, N);
auto seg_conf = SegcoreConfig::default_config();
auto segment = CreateGrowingSegment(schema, -1, seg_conf);
segment->PreInsert(N);
segment->Insert(0, N, dataset.row_ids_.data(), dataset.timestamps_.data(), dataset.raw_);
auto vec_ptr = dataset.get_col<uint8_t>(bin_vec_fid);
auto age_ptr = dataset.get_col<float>(float_fid);
auto float_ptr = dataset.get_col<float>(float_vec_fid);
SegmentInternalInterface& interface = *segment;
auto num_chunk = interface.num_chunk();
ASSERT_EQ(num_chunk, upper_div(N, size_per_chunk));
auto row_count = interface.get_row_count();
ASSERT_EQ(N, row_count);
for (auto chunk_id = 0; chunk_id < num_chunk; ++chunk_id) {
auto vec_span = interface.chunk_data<milvus::BinaryVector>(bin_vec_fid, chunk_id);
auto age_span = interface.chunk_data<float>(float_fid, chunk_id);
auto float_span = interface.chunk_data<milvus::FloatVector>(float_vec_fid, chunk_id);
auto begin = chunk_id * size_per_chunk;
auto end = std::min((chunk_id + 1) * size_per_chunk, N);
auto size_of_chunk = end - begin;
for (int i = 0; i < size_of_chunk * 512 / 8; ++i) {
ASSERT_EQ(vec_span.data()[i], vec_ptr[i + begin * 512 / 8]);
}
for (int i = 0; i < size_of_chunk; ++i) {
ASSERT_EQ(age_span.data()[i], age_ptr[i + begin]);
}
for (int i = 0; i < size_of_chunk; ++i) {
ASSERT_EQ(float_span.data()[i], float_ptr[i + begin * 32]);
}
}
}