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 <mpi.h>
#include <emock/emock.hpp>
#include "utils/common.h"
#ifdef GTEST
#define private public
#endif
#include "ssd_engine/ssd_engine.h"
using namespace std;
using namespace MxRec;
using namespace testing;
TEST(SSDEngine, CreateAndWriteAndReadAndAutoCompactAndSave)
{
int rankId;
MPI_Comm_rank(MPI_COMM_WORLD, &rankId);
GlogConfig::gRankId = to_string(rankId);
string tbName = "test";
vector<string> savePath = {"."};
uint64_t maxTableSize = 100;
double compactThreshold = 0.5;
chrono::seconds compactPeriod = chrono::seconds(5);
int saveStep = 0;
SSDEngine* eng = new SSDEngine();
eng->SetCompactThreshold(compactThreshold);
eng->SetCompactPeriod(compactPeriod);
eng->Start();
eng->CreateTable(tbName, savePath, maxTableSize);
ASSERT_EQ(eng->IsTableExist(tbName), true);
vector<emb_cache_key_t> keys;
vector<vector<float>> embeddings;
for (emb_cache_key_t k = 0; k < 10; k++) {
keys.emplace_back(k);
vector<float> emb = {static_cast<float>(k + 0.1), static_cast<float>(k + 0.2)};
embeddings.emplace_back(emb);
}
eng->InsertEmbeddings(tbName, keys, embeddings);
auto ret = eng->FetchEmbeddings(tbName, keys);
ASSERT_EQ(embeddings, ret);
ASSERT_EQ(eng->GetTableAvailableSpace(tbName), maxTableSize - keys.size());
vector<emb_cache_key_t> deleteKeys = {0};
eng->DeleteEmbeddings(tbName, deleteKeys);
this_thread::sleep_for(compactPeriod);
ASSERT_EQ(eng->GetTableAvailableSpace(tbName), maxTableSize - keys.size() + deleteKeys.size());
eng->Save(saveStep);
eng->Stop();
delete eng;
string oldDataFilePath =
savePath.front() + "ssd_sparse_model_rank_" + GlogConfig::gRankId + "/" + tbName + "/" + "0.data.latest";
string oldMetaFilePath =
savePath.front() + "ssd_sparse_model_rank_" + GlogConfig::gRankId + "/" + tbName + "/" + "0.meta.latest";
ASSERT_EQ(fs::exists(oldDataFilePath), false);
ASSERT_EQ(fs::exists(oldMetaFilePath), false);
string newDataFilePath = savePath.front() + "/ssd_sparse_model_rank_" + GlogConfig::gRankId + "/" + tbName + "/" +
"1.data." + to_string(saveStep);
string newMetaFilePath = savePath.front() + "/ssd_sparse_model_rank_" + GlogConfig::gRankId + "/" + tbName + "/" +
"1.meta." + to_string(saveStep);
string newTableMetaFilePath = savePath.front() + "/ssd_sparse_model_rank_" + GlogConfig::gRankId + "/" + tbName +
"/" + tbName + ".meta." + to_string(saveStep);
ASSERT_EQ(fs::exists(newDataFilePath), true);
ASSERT_EQ(fs::exists(newMetaFilePath), true);
ASSERT_EQ(fs::exists(newTableMetaFilePath), true);
for (const string& p : savePath) {
fs::remove_all(p + "/ssd_sparse_model_rank_" + GlogConfig::gRankId);
}
}
TEST(SSDEngine, LoadAndRead)
{
int rankId;
MPI_Comm_rank(MPI_COMM_WORLD, &rankId);
GlogConfig::gRankId = to_string(rankId);
string tbName = "test";
vector<string> savePath = {GlogConfig::gRankId};
uint64_t maxTableSize = 100;
int saveStep = 0;
shared_ptr<SSDEngine> engSave = make_shared<SSDEngine>();
chrono::seconds compactPeriod = chrono::seconds(5);
engSave->SetCompactPeriod(compactPeriod);
engSave->Start();
engSave->CreateTable(tbName, savePath, maxTableSize);
vector<emb_cache_key_t> keys;
vector<vector<float>> embeddings;
for (emb_cache_key_t k = 0; k < 10; k++) {
keys.emplace_back(k);
vector<float> emb = {static_cast<float>(k + 0.1), static_cast<float>(k + 0.2)};
embeddings.emplace_back(emb);
}
engSave->InsertEmbeddings(tbName, keys, embeddings);
engSave->Save(saveStep);
engSave->Stop();
shared_ptr<SSDEngine> engLoad = make_shared<SSDEngine>();
engLoad->Start();
engLoad->Load(tbName, savePath, maxTableSize, saveStep);
for (emb_cache_key_t k : keys) {
ASSERT_EQ(engLoad->IsKeyExist(tbName, k), true);
}
auto ret = engLoad->FetchEmbeddings(tbName, keys);
ASSERT_EQ(embeddings, ret);
engLoad->Stop();
for (string p : savePath) {
fs::remove_all(p);
}
}
class SSDEngineTest : public testing::Test {
protected:
void SetUp() override
{
emock::GlobalMockObject::reset();
}
private:
};
TEST_F(SSDEngineTest, SaveTest)
{
EMOCK(&SSDEngine::CheckSSDEngineIsRunning).expects(once()).will(returnValue(true));
auto step = -1;
auto keyInfoMap = std::map<std::string, std::map<emb_key_t, KeyInfo>>();
auto engine = SSDEngine();
engine.Save(step, keyInfoMap);
}
TEST_F(SSDEngineTest, GetTableUsageTest)
{
EMOCK(&SSDEngine::CheckSSDEngineIsRunning).expects(once()).will(returnValue(true));
auto engine = SSDEngine();
EXPECT_EQ(engine.GetTableUsage(""), -1);
}