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milvus/core/unittest/db/test_wal.cpp
groot 4c9684366c
#2378 (#2388) 
* return partition lsn

Signed-off-by: yhmo <yihua.mo@zilliz.com>

* fix wal lsn

Signed-off-by: shengjun.li <shengjun.li@zilliz.com>

* fix wal issue

Signed-off-by: yhmo <yihua.mo@zilliz.com>

* changelog

Signed-off-by: yhmo <yihua.mo@zilliz.com>

* typo

Signed-off-by: yhmo <yihua.mo@zilliz.com>

* all collection include partition

Signed-off-by: yhmo <yihua.mo@zilliz.com>

* fix build error

Signed-off-by: yhmo <yihua.mo@zilliz.com>

* fix flush

Signed-off-by: shengjun.li <shengjun.li@zilliz.com>

Co-authored-by: shengjun.li <shengjun.li@zilliz.com>
2020-05-21 02:13:46 +00:00

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// 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 "db/wal/WalDefinations.h"
#define private public
#include <gtest/gtest.h>
#include <stdlib.h>
#include <time.h>
#include <fstream>
#include <random>
#include <sstream>
#include <thread>
#include "db/meta/SqliteMetaImpl.h"
#include "db/wal/WalBuffer.h"
#include "db/wal/WalFileHandler.h"
#include "db/wal/WalManager.h"
#include "db/wal/WalMetaHandler.h"
#include "utils/Error.h"
namespace {
#define WAL_GTEST_PATH "/tmp/milvus/wal/test/" // end with '/'
void
MakeEmptyTestPath() {
pid_t ret;
if (access(WAL_GTEST_PATH, 0) == 0) {
ret = ::system("rm -rf " WAL_GTEST_PATH "*");
} else {
ret = ::system("mkdir -m 777 -p " WAL_GTEST_PATH);
}
__glibcxx_assert(ret != -1);
}
} // namespace
namespace milvus {
namespace engine {
namespace meta {
class TestWalMeta : public SqliteMetaImpl {
public:
explicit TestWalMeta(const DBMetaOptions& options) : SqliteMetaImpl(options) {
}
Status
CreateCollection(CollectionSchema& table_schema) override {
tables_.push_back(table_schema);
return Status::OK();
}
Status
AllCollections(std::vector<CollectionSchema>& table_schema_array, bool is_root) override {
table_schema_array = tables_;
return Status::OK();
}
Status
SetGlobalLastLSN(uint64_t lsn) override {
global_lsn_ = lsn;
return Status::OK();
}
Status
GetGlobalLastLSN(uint64_t& lsn) override {
lsn = global_lsn_;
return Status::OK();
}
private:
std::vector<CollectionSchema> tables_;
uint64_t global_lsn_ = 0;
};
class TestWalMetaError : public SqliteMetaImpl {
public:
explicit TestWalMetaError(const DBMetaOptions& options) : SqliteMetaImpl(options) {
}
Status
AllCollections(std::vector<CollectionSchema>& table_schema_array, bool is_root) override {
return Status(DB_ERROR, "error");
}
};
} // namespace meta
} // namespace engine
} // namespace milvus
TEST(WalTest, FILE_HANDLER_TEST) {
MakeEmptyTestPath();
std::string file_name = "1.wal";
milvus::engine::wal::MXLogFileHandler file_handler(WAL_GTEST_PATH);
file_handler.SetFilePath(WAL_GTEST_PATH);
file_handler.SetFileName(file_name);
file_handler.SetFileOpenMode("w");
ASSERT_FALSE(file_handler.FileExists());
ASSERT_TRUE(file_handler.OpenFile());
ASSERT_EQ(0, file_handler.GetFileSize());
std::string write_content = "hello, world!\n";
ASSERT_TRUE(file_handler.Write(const_cast<char*>(write_content.data()), write_content.size()));
ASSERT_TRUE(file_handler.CloseFile());
file_handler.SetFileOpenMode("r");
char* buf = (char*)malloc(write_content.size() + 10);
memset(buf, 0, write_content.size() + 10);
ASSERT_TRUE(file_handler.Load(buf, 0, write_content.size()));
ASSERT_STREQ(buf, write_content.c_str());
ASSERT_FALSE(file_handler.Load(buf, write_content.size()));
free(buf);
ASSERT_TRUE(file_handler.CloseFile());
file_handler.DeleteFile();
file_handler.ReBorn("2", "w");
write_content += ", aaaaa";
file_handler.Write(const_cast<char*>(write_content.data()), write_content.size());
ASSERT_EQ("2", file_handler.GetFileName());
ASSERT_TRUE(file_handler.CloseFile());
file_handler.DeleteFile();
}
TEST(WalTest, META_HANDLER_TEST) {
MakeEmptyTestPath();
uint64_t wal_lsn = 0;
uint64_t new_lsn = 103920;
milvus::engine::wal::MXLogMetaHandler *meta_handler = nullptr;
// first start
meta_handler = new milvus::engine::wal::MXLogMetaHandler(WAL_GTEST_PATH);
ASSERT_TRUE(meta_handler->GetMXLogInternalMeta(wal_lsn));
ASSERT_EQ(wal_lsn, 0);
delete meta_handler;
// never write
meta_handler = new milvus::engine::wal::MXLogMetaHandler(WAL_GTEST_PATH);
ASSERT_TRUE(meta_handler->GetMXLogInternalMeta(wal_lsn));
ASSERT_EQ(wal_lsn, 0);
// write
ASSERT_TRUE(meta_handler->SetMXLogInternalMeta(new_lsn));
delete meta_handler;
// read
meta_handler = new milvus::engine::wal::MXLogMetaHandler(WAL_GTEST_PATH);
ASSERT_TRUE(meta_handler->GetMXLogInternalMeta(wal_lsn));
ASSERT_EQ(wal_lsn, new_lsn);
delete meta_handler;
// read error and nullptr point
std::string file_full_path = WAL_GTEST_PATH;
file_full_path += milvus::engine::wal::WAL_META_FILE_NAME;
FILE *fi = fopen(file_full_path.c_str(), "w");
uint64_t w[3] = {3, 4, 3};
fwrite(w, sizeof(w), 1, fi);
fclose(fi);
meta_handler = new milvus::engine::wal::MXLogMetaHandler(WAL_GTEST_PATH);
ASSERT_TRUE(meta_handler->GetMXLogInternalMeta(wal_lsn));
ASSERT_EQ(wal_lsn, 3);
if (meta_handler->wal_meta_fp_ != nullptr) {
fclose(meta_handler->wal_meta_fp_);
meta_handler->wal_meta_fp_ = nullptr;
}
meta_handler->SetMXLogInternalMeta(4);
delete meta_handler;
}
TEST(WalTest, BUFFER_INIT_TEST) {
MakeEmptyTestPath();
FILE* fi = nullptr;
char buff[128];
milvus::engine::wal::MXLogBuffer buffer(WAL_GTEST_PATH, 32);
// start_lsn == end_lsn, start_lsn == 0
ASSERT_TRUE(buffer.Init(0, 0));
ASSERT_EQ(buffer.mxlog_buffer_reader_.file_no, 0);
ASSERT_EQ(buffer.mxlog_buffer_reader_.buf_offset, 0);
ASSERT_EQ(buffer.mxlog_buffer_writer_.file_no, 0);
ASSERT_EQ(buffer.mxlog_buffer_writer_.buf_offset, 0);
ASSERT_EQ(buffer.file_no_from_, 0);
// start_lsn == end_lsn, start_lsn != 0
uint32_t file_no = 1;
uint32_t buf_off = 32;
uint64_t lsn = (uint64_t)file_no << 32 | buf_off;
ASSERT_TRUE(buffer.Init(lsn, lsn));
ASSERT_EQ(buffer.mxlog_buffer_reader_.file_no, file_no + 1);
ASSERT_EQ(buffer.mxlog_buffer_reader_.buf_offset, 0);
ASSERT_EQ(buffer.mxlog_buffer_writer_.file_no, file_no + 1);
ASSERT_EQ(buffer.mxlog_buffer_writer_.buf_offset, 0);
ASSERT_EQ(buffer.file_no_from_, file_no + 1);
// start_lsn != end_lsn, start_file == end_file
uint32_t start_file_no = 3;
uint32_t start_buf_off = 32;
uint64_t start_lsn = (uint64_t)start_file_no << 32 | start_buf_off;
uint32_t end_file_no = 3;
uint32_t end_buf_off = 64;
uint64_t end_lsn = (uint64_t)end_file_no << 32 | end_buf_off;
ASSERT_FALSE(buffer.Init(start_lsn, end_lsn)); // file not exist
fi = fopen(WAL_GTEST_PATH "3.wal", "w");
fclose(fi);
ASSERT_FALSE(buffer.Init(start_lsn, end_lsn)); // file size zero
fi = fopen(WAL_GTEST_PATH "3.wal", "w");
fwrite(buff, 1, end_buf_off - 1, fi);
fclose(fi);
ASSERT_FALSE(buffer.Init(start_lsn, end_lsn)); // file size error
fi = fopen(WAL_GTEST_PATH "3.wal", "w");
fwrite(buff, 1, end_buf_off, fi);
fclose(fi);
ASSERT_TRUE(buffer.Init(start_lsn, end_lsn)); // success
ASSERT_EQ(buffer.mxlog_buffer_reader_.file_no, start_file_no);
ASSERT_EQ(buffer.mxlog_buffer_reader_.buf_offset, start_buf_off);
ASSERT_EQ(buffer.mxlog_buffer_writer_.file_no, end_file_no);
ASSERT_EQ(buffer.mxlog_buffer_writer_.buf_offset, end_buf_off);
ASSERT_EQ(buffer.file_no_from_, start_file_no);
// start_lsn != end_lsn, start_file != end_file
start_file_no = 4;
start_buf_off = 32;
start_lsn = (uint64_t)start_file_no << 32 | start_buf_off;
end_file_no = 5;
end_buf_off = 64;
end_lsn = (uint64_t)end_file_no << 32 | end_buf_off;
ASSERT_FALSE(buffer.Init(start_lsn, end_lsn)); // file 4 not exist
fi = fopen(WAL_GTEST_PATH "4.wal", "w");
fwrite(buff, 1, start_buf_off, fi);
fclose(fi);
ASSERT_FALSE(buffer.Init(start_lsn, end_lsn)); // file 5 not exist
fi = fopen(WAL_GTEST_PATH "5.wal", "w");
fclose(fi);
ASSERT_FALSE(buffer.Init(start_lsn, end_lsn)); // file 5 size error
fi = fopen(WAL_GTEST_PATH "5.wal", "w");
fwrite(buff, 1, end_buf_off, fi);
fclose(fi);
buffer.mxlog_buffer_size_ = 0; // to correct the buff size by buffer_size_need
ASSERT_TRUE(buffer.Init(start_lsn, end_lsn)); // success
ASSERT_EQ(buffer.mxlog_buffer_reader_.file_no, start_file_no);
ASSERT_EQ(buffer.mxlog_buffer_reader_.buf_offset, start_buf_off);
ASSERT_EQ(buffer.mxlog_buffer_writer_.file_no, end_file_no);
ASSERT_EQ(buffer.mxlog_buffer_writer_.buf_offset, end_buf_off);
ASSERT_EQ(buffer.file_no_from_, start_file_no);
ASSERT_EQ(buffer.mxlog_buffer_size_, end_buf_off);
}
TEST(WalTest, BUFFER_TEST) {
MakeEmptyTestPath();
milvus::engine::wal::MXLogBuffer buffer(WAL_GTEST_PATH, 2048);
uint32_t file_no = 4;
uint32_t buf_off = 100;
uint64_t lsn = (uint64_t)file_no << 32 | buf_off;
buffer.mxlog_buffer_size_ = 1000;
buffer.Reset(lsn);
milvus::engine::wal::MXLogRecord record[4];
milvus::engine::wal::MXLogRecord read_rst;
// write 0
record[0].type = milvus::engine::wal::MXLogType::InsertVector;
record[0].collection_id = "insert_table";
record[0].partition_tag = "parti1";
record[0].length = 50;
record[0].ids = (milvus::engine::IDNumber*)malloc(record[0].length * sizeof(milvus::engine::IDNumber));
record[0].data_size = record[0].length * sizeof(float);
record[0].data = malloc(record[0].data_size);
ASSERT_EQ(buffer.Append(record[0]), milvus::WAL_SUCCESS);
uint32_t new_file_no = uint32_t(record[0].lsn >> 32);
ASSERT_EQ(new_file_no, ++file_no);
// write 1
record[1].type = milvus::engine::wal::MXLogType::Delete;
record[1].collection_id = "insert_table";
record[1].partition_tag = "parti1";
record[1].length = 10;
record[1].ids = (milvus::engine::IDNumber*)malloc(record[0].length * sizeof(milvus::engine::IDNumber));
record[1].data_size = 0;
record[1].data = nullptr;
ASSERT_EQ(buffer.Append(record[1]), milvus::WAL_SUCCESS);
new_file_no = uint32_t(record[1].lsn >> 32);
ASSERT_EQ(new_file_no, file_no);
// read 0
ASSERT_EQ(buffer.Next(record[1].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[0].type);
ASSERT_EQ(read_rst.collection_id, record[0].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[0].partition_tag);
ASSERT_EQ(read_rst.length, record[0].length);
ASSERT_EQ(memcmp(read_rst.ids, record[0].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, record[0].data_size);
ASSERT_EQ(memcmp(read_rst.data, record[0].data, read_rst.data_size), 0);
// read 1
ASSERT_EQ(buffer.Next(record[1].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[1].type);
ASSERT_EQ(read_rst.collection_id, record[1].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[1].partition_tag);
ASSERT_EQ(read_rst.length, record[1].length);
ASSERT_EQ(memcmp(read_rst.ids, record[1].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, 0);
ASSERT_EQ(read_rst.data, nullptr);
// read empty
ASSERT_EQ(buffer.Next(record[1].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, milvus::engine::wal::MXLogType::None);
// write 2 (new file)
record[2].type = milvus::engine::wal::MXLogType::InsertVector;
record[2].collection_id = "insert_table";
record[2].partition_tag = "parti1";
record[2].length = 50;
record[2].ids = (milvus::engine::IDNumber*)malloc(record[2].length * sizeof(milvus::engine::IDNumber));
record[2].data_size = record[2].length * sizeof(float);
record[2].data = malloc(record[2].data_size);
ASSERT_EQ(buffer.Append(record[2]), milvus::WAL_SUCCESS);
new_file_no = uint32_t(record[2].lsn >> 32);
ASSERT_EQ(new_file_no, ++file_no);
// write 3 (new file)
record[3].type = milvus::engine::wal::MXLogType::InsertBinary;
record[3].collection_id = "insert_table";
record[3].partition_tag = "parti1";
record[3].length = 100;
record[3].ids = (milvus::engine::IDNumber*)malloc(record[3].length * sizeof(milvus::engine::IDNumber));
record[3].data_size = record[3].length * sizeof(uint8_t);
record[3].data = malloc(record[3].data_size);
ASSERT_EQ(buffer.Append(record[3]), milvus::WAL_SUCCESS);
new_file_no = uint32_t(record[3].lsn >> 32);
ASSERT_EQ(new_file_no, ++file_no);
// reset write lsn (record 2)
ASSERT_TRUE(buffer.ResetWriteLsn(record[3].lsn));
ASSERT_TRUE(buffer.ResetWriteLsn(record[2].lsn));
ASSERT_TRUE(buffer.ResetWriteLsn(record[1].lsn));
// write 2 and 3 again
ASSERT_EQ(buffer.Append(record[2]), milvus::WAL_SUCCESS);
ASSERT_EQ(buffer.Append(record[3]), milvus::WAL_SUCCESS);
// read 2
ASSERT_EQ(buffer.Next(record[3].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[2].type);
ASSERT_EQ(read_rst.collection_id, record[2].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[2].partition_tag);
ASSERT_EQ(read_rst.length, record[2].length);
ASSERT_EQ(memcmp(read_rst.ids, record[2].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, record[2].data_size);
ASSERT_EQ(memcmp(read_rst.data, record[2].data, read_rst.data_size), 0);
// read 3
ASSERT_EQ(buffer.Next(record[3].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[3].type);
ASSERT_EQ(read_rst.collection_id, record[3].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[3].partition_tag);
ASSERT_EQ(read_rst.length, record[3].length);
ASSERT_EQ(memcmp(read_rst.ids, record[3].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, record[3].data_size);
ASSERT_EQ(memcmp(read_rst.data, record[3].data, read_rst.data_size), 0);
// test an empty record
milvus::engine::wal::MXLogRecord empty;
empty.type = milvus::engine::wal::MXLogType::None;
empty.length = 0;
empty.data_size = 0;
ASSERT_EQ(buffer.Append(empty), milvus::WAL_SUCCESS);
ASSERT_EQ(buffer.Next(empty.lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, milvus::engine::wal::MXLogType::None);
ASSERT_TRUE(read_rst.collection_id.empty());
ASSERT_TRUE(read_rst.partition_tag.empty());
ASSERT_EQ(read_rst.length, 0);
ASSERT_EQ(read_rst.data_size, 0);
// remove old files
buffer.RemoveOldFiles(record[3].lsn);
ASSERT_EQ(buffer.file_no_from_, file_no);
// clear writen lsn and reset failed
buffer.mxlog_buffer_writer_.file_no = 0;
buffer.mxlog_buffer_writer_.buf_offset = 0;
ASSERT_FALSE(buffer.ResetWriteLsn(record[1].lsn));
// clear writen lsn and reset failed
FILE *fi = fopen(WAL_GTEST_PATH "5.wal", "w");
fclose(fi);
buffer.mxlog_buffer_writer_.file_no = 0;
buffer.mxlog_buffer_writer_.buf_offset = 0;
ASSERT_FALSE(buffer.ResetWriteLsn(record[1].lsn));
for (int i = 0; i < 3; i++) {
if (record[i].ids != nullptr) {
free((void*)record[i].ids);
}
if (record[i].data != nullptr) {
free((void*)record[i].data);
}
}
}
TEST(WalTest, HYBRID_BUFFFER_TEST) {
MakeEmptyTestPath();
milvus::engine::wal::MXLogBuffer buffer(WAL_GTEST_PATH, 2048);
uint32_t file_no = 4;
uint32_t buf_off = 100;
uint64_t lsn = (uint64_t)file_no << 32 | buf_off;
buffer.mxlog_buffer_size_ = 2000;
buffer.Reset(lsn);
milvus::engine::wal::MXLogRecord record[4];
milvus::engine::wal::MXLogRecord read_rst;
// write 0
record[0].type = milvus::engine::wal::MXLogType::Entity;
record[0].collection_id = "insert_hybrid_collection";
record[0].partition_tag = "parti1";
uint64_t length = 50;
record[0].length = length;
record[0].ids = (milvus::engine::IDNumber*)malloc(record[0].length * sizeof(milvus::engine::IDNumber));
record[0].data_size = record[0].length * sizeof(float);
record[0].data = malloc(record[0].data_size);
record[0].field_names.resize(2);
record[0].field_names[0] = "field_0";
record[0].field_names[1] = "field_1";
record[0].attr_data_size.insert(std::make_pair("field_0", length * sizeof(int64_t)));
record[0].attr_data_size.insert(std::make_pair("field_1", length * sizeof(float)));
record[0].attr_nbytes.insert(std::make_pair("field_0", sizeof(uint64_t)));
record[0].attr_nbytes.insert(std::make_pair("field_1", sizeof(float)));
std::vector<int64_t> data_0(length);
std::default_random_engine e;
std::uniform_int_distribution<unsigned> u(0, 1000);
for (uint64_t i = 0; i < length; ++i) {
data_0[i] = u(e);
}
std::vector<uint8_t> attr_data_0(length * sizeof(int64_t));
memcpy(attr_data_0.data(), data_0.data(), length * sizeof(int64_t));
record[0].attr_data.insert(std::make_pair("field_0", attr_data_0));
std::vector<float> data_1(length);
std::default_random_engine e1;
std::uniform_real_distribution<float> u1(0, 1);
for (uint64_t i = 0; i < length; ++i) {
data_1[i] = u1(e1);
}
std::vector<uint8_t> attr_data_1(length * sizeof(float));
memcpy(attr_data_1.data(), data_1.data(), length * sizeof(float));
record[0].attr_data.insert(std::make_pair("field_1", attr_data_1));
ASSERT_EQ(buffer.AppendEntity(record[0]), milvus::WAL_SUCCESS);
uint32_t new_file_no = uint32_t(record[0].lsn >> 32);
ASSERT_EQ(new_file_no, ++file_no);
// write 1
record[1].type = milvus::engine::wal::MXLogType::Delete;
record[1].collection_id = "insert_hybrid_collection";
record[1].partition_tag = "parti1";
length = 10;
record[1].length = length;
record[1].ids = (milvus::engine::IDNumber*)malloc(record[0].length * sizeof(milvus::engine::IDNumber));
record[1].data_size = 0;
record[1].data = nullptr;
record[1].field_names.resize(2);
record[1].field_names[0] = "field_0";
record[1].field_names[1] = "field_1";
record[1].attr_data_size.insert(std::make_pair("field_0", length * sizeof(int64_t)));
record[1].attr_data_size.insert(std::make_pair("field_1", length * sizeof(float)));
record[1].attr_nbytes.insert(std::make_pair("field_0", sizeof(uint64_t)));
record[1].attr_nbytes.insert(std::make_pair("field_1", sizeof(float)));
std::vector<int64_t> data1_0(length);
for (uint64_t i = 0; i < length; ++i) {
data_0[i] = u(e);
}
std::vector<uint8_t> attr_data1_0(length * sizeof(int64_t));
memcpy(attr_data1_0.data(), data1_0.data(), length * sizeof(int64_t));
record[1].attr_data.insert(std::make_pair("field_0", attr_data1_0));
std::vector<float> data1_1(length);
for (uint64_t i = 0; i < length; ++i) {
data_1[i] = u1(e1);
}
std::vector<uint8_t> attr_data1_1(length * sizeof(float));
memcpy(attr_data1_1.data(), data1_1.data(), length * sizeof(float));
record[1].attr_data.insert(std::make_pair("field_1", attr_data1_1));
ASSERT_EQ(buffer.AppendEntity(record[1]), milvus::WAL_SUCCESS);
new_file_no = uint32_t(record[1].lsn >> 32);
ASSERT_EQ(new_file_no, file_no);
// read 0
ASSERT_EQ(buffer.NextEntity(record[1].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[0].type);
ASSERT_EQ(read_rst.collection_id, record[0].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[0].partition_tag);
ASSERT_EQ(read_rst.length, record[0].length);
ASSERT_EQ(memcmp(read_rst.ids, record[0].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, record[0].data_size);
ASSERT_EQ(memcmp(read_rst.data, record[0].data, read_rst.data_size), 0);
ASSERT_EQ(read_rst.field_names.size(), record[0].field_names.size());
ASSERT_EQ(read_rst.field_names[0], record[0].field_names[0]);
ASSERT_EQ(read_rst.attr_data.at("field_0").size(), record[0].attr_data.at("field_0").size());
ASSERT_EQ(read_rst.attr_nbytes.at("field_0"), record[0].attr_nbytes.at("field_0"));
// read 1
ASSERT_EQ(buffer.NextEntity(record[1].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[1].type);
ASSERT_EQ(read_rst.collection_id, record[1].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[1].partition_tag);
ASSERT_EQ(read_rst.length, record[1].length);
ASSERT_EQ(memcmp(read_rst.ids, record[1].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, 0);
ASSERT_EQ(read_rst.data, nullptr);
ASSERT_EQ(read_rst.field_names.size(), record[1].field_names.size());
ASSERT_EQ(read_rst.field_names[1], record[1].field_names[1]);
ASSERT_EQ(read_rst.attr_data.at("field_1").size(), record[1].attr_data.at("field_1").size());
ASSERT_EQ(read_rst.attr_nbytes.at("field_0"), record[1].attr_nbytes.at("field_0"));
// read empty
ASSERT_EQ(buffer.NextEntity(record[1].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, milvus::engine::wal::MXLogType::None);
// write 2 (new file)
record[2].type = milvus::engine::wal::MXLogType::Entity;
record[2].collection_id = "insert_table";
record[2].partition_tag = "parti1";
length = 50;
record[2].length = length;
record[2].ids = (milvus::engine::IDNumber*)malloc(record[2].length * sizeof(milvus::engine::IDNumber));
record[2].data_size = record[2].length * sizeof(float);
record[2].data = malloc(record[2].data_size);
record[2].field_names.resize(2);
record[2].field_names[0] = "field_0";
record[2].field_names[1] = "field_1";
record[2].attr_data_size.insert(std::make_pair("field_0", length * sizeof(int64_t)));
record[2].attr_data_size.insert(std::make_pair("field_1", length * sizeof(float)));
record[2].attr_data.insert(std::make_pair("field_0", attr_data_0));
record[2].attr_data.insert(std::make_pair("field_1", attr_data_1));
record[2].attr_nbytes.insert(std::make_pair("field_0", sizeof(uint64_t)));
record[2].attr_nbytes.insert(std::make_pair("field_1", sizeof(float)));
ASSERT_EQ(buffer.AppendEntity(record[2]), milvus::WAL_SUCCESS);
new_file_no = uint32_t(record[2].lsn >> 32);
ASSERT_EQ(new_file_no, ++file_no);
// write 3 (new file)
record[3].type = milvus::engine::wal::MXLogType::Entity;
record[3].collection_id = "insert_table";
record[3].partition_tag = "parti1";
record[3].length = 10;
record[3].ids = (milvus::engine::IDNumber*)malloc(record[3].length * sizeof(milvus::engine::IDNumber));
record[3].data_size = record[3].length * sizeof(uint8_t);
record[3].data = malloc(record[3].data_size);
record[3].field_names.resize(2);
record[3].field_names[0] = "field_0";
record[3].field_names[1] = "field_1";
record[3].attr_data_size.insert(std::make_pair("field_0", length * sizeof(int64_t)));
record[3].attr_data_size.insert(std::make_pair("field_1", length * sizeof(float)));
record[3].attr_data.insert(std::make_pair("field_0", attr_data1_0));
record[3].attr_data.insert(std::make_pair("field_1", attr_data1_1));
record[3].attr_nbytes.insert(std::make_pair("field_0", sizeof(uint64_t)));
record[3].attr_nbytes.insert(std::make_pair("field_1", sizeof(float)));
ASSERT_EQ(buffer.AppendEntity(record[3]), milvus::WAL_SUCCESS);
new_file_no = uint32_t(record[3].lsn >> 32);
ASSERT_EQ(new_file_no, ++file_no);
// reset write lsn (record 2)
ASSERT_TRUE(buffer.ResetWriteLsn(record[3].lsn));
ASSERT_TRUE(buffer.ResetWriteLsn(record[2].lsn));
ASSERT_TRUE(buffer.ResetWriteLsn(record[1].lsn));
// write 2 and 3 again
ASSERT_EQ(buffer.AppendEntity(record[2]), milvus::WAL_SUCCESS);
ASSERT_EQ(buffer.AppendEntity(record[3]), milvus::WAL_SUCCESS);
// read 2
ASSERT_EQ(buffer.NextEntity(record[3].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[2].type);
ASSERT_EQ(read_rst.collection_id, record[2].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[2].partition_tag);
ASSERT_EQ(read_rst.length, record[2].length);
ASSERT_EQ(memcmp(read_rst.ids, record[2].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, record[2].data_size);
ASSERT_EQ(memcmp(read_rst.data, record[2].data, read_rst.data_size), 0);
ASSERT_EQ(read_rst.field_names.size(), record[2].field_names.size());
ASSERT_EQ(read_rst.field_names[1], record[2].field_names[1]);
ASSERT_EQ(read_rst.attr_data.at("field_1").size(), record[2].attr_data.at("field_1").size());
ASSERT_EQ(read_rst.attr_nbytes.at("field_0"), record[2].attr_nbytes.at("field_0"));
// read 3
ASSERT_EQ(buffer.NextEntity(record[3].lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, record[3].type);
ASSERT_EQ(read_rst.collection_id, record[3].collection_id);
ASSERT_EQ(read_rst.partition_tag, record[3].partition_tag);
ASSERT_EQ(read_rst.length, record[3].length);
ASSERT_EQ(memcmp(read_rst.ids, record[3].ids, read_rst.length * sizeof(milvus::engine::IDNumber)), 0);
ASSERT_EQ(read_rst.data_size, record[3].data_size);
ASSERT_EQ(memcmp(read_rst.data, record[3].data, read_rst.data_size), 0);
ASSERT_EQ(read_rst.field_names.size(), record[3].field_names.size());
ASSERT_EQ(read_rst.field_names[1], record[3].field_names[1]);
ASSERT_EQ(read_rst.attr_nbytes.at("field_0"), record[3].attr_nbytes.at("field_0"));
// test an empty record
milvus::engine::wal::MXLogRecord empty;
empty.type = milvus::engine::wal::MXLogType::None;
empty.length = 0;
empty.data_size = 0;
ASSERT_EQ(buffer.AppendEntity(empty), milvus::WAL_SUCCESS);
ASSERT_EQ(buffer.NextEntity(empty.lsn, read_rst), milvus::WAL_SUCCESS);
ASSERT_EQ(read_rst.type, milvus::engine::wal::MXLogType::None);
ASSERT_TRUE(read_rst.collection_id.empty());
ASSERT_TRUE(read_rst.partition_tag.empty());
ASSERT_EQ(read_rst.length, 0);
ASSERT_EQ(read_rst.data_size, 0);
// remove old files
buffer.RemoveOldFiles(record[3].lsn);
ASSERT_EQ(buffer.file_no_from_, file_no);
// clear writen lsn and reset failed
buffer.mxlog_buffer_writer_.file_no = 0;
buffer.mxlog_buffer_writer_.buf_offset = 0;
ASSERT_FALSE(buffer.ResetWriteLsn(record[1].lsn));
// clear writen lsn and reset failed
FILE *fi = fopen(WAL_GTEST_PATH "5.wal", "w");
fclose(fi);
buffer.mxlog_buffer_writer_.file_no = 0;
buffer.mxlog_buffer_writer_.buf_offset = 0;
ASSERT_FALSE(buffer.ResetWriteLsn(record[1].lsn));
for (int i = 0; i < 3; i++) {
if (record[i].ids != nullptr) {
free((void*)record[i].ids);
}
if (record[i].data != nullptr) {
free((void*)record[i].data);
}
}
}
TEST(WalTest, MANAGER_INIT_TEST) {
MakeEmptyTestPath();
milvus::engine::DBMetaOptions opt = {WAL_GTEST_PATH};
milvus::engine::meta::MetaPtr meta = std::make_shared<milvus::engine::meta::TestWalMeta>(opt);
milvus::engine::meta::CollectionSchema table_schema_1;
table_schema_1.collection_id_ = "table1";
table_schema_1.flush_lsn_ = (uint64_t)1 << 32 | 60;
meta->CreateCollection(table_schema_1);
milvus::engine::meta::CollectionSchema table_schema_2;
table_schema_2.collection_id_ = "table2";
table_schema_2.flush_lsn_ = (uint64_t)1 << 32 | 20;
meta->CreateCollection(table_schema_2);
milvus::engine::meta::CollectionSchema table_schema_3;
table_schema_3.collection_id_ = "table3";
table_schema_3.flush_lsn_ = (uint64_t)2 << 32 | 40;
meta->CreateCollection(table_schema_3);
milvus::engine::wal::MXLogConfiguration wal_config;
wal_config.mxlog_path = WAL_GTEST_PATH;
wal_config.mxlog_path.pop_back();
wal_config.buffer_size = 64;
wal_config.recovery_error_ignore = false;
std::shared_ptr<milvus::engine::wal::WalManager> manager;
manager = std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_FILE_ERROR);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_reader_.file_no, 1);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_reader_.buf_offset, 20);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_writer_.file_no, 2);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_writer_.buf_offset, 40);
wal_config.recovery_error_ignore = true;
manager = std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_SUCCESS);
ASSERT_EQ(manager->last_applied_lsn_, table_schema_3.flush_lsn_);
MakeEmptyTestPath();
meta = std::make_shared<milvus::engine::meta::TestWalMetaError>(opt);
manager = std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_META_ERROR);
}
TEST(WalTest, MANAGER_APPEND_FAILED) {
MakeEmptyTestPath();
milvus::engine::DBMetaOptions opt = {WAL_GTEST_PATH};
milvus::engine::meta::MetaPtr meta = std::make_shared<milvus::engine::meta::TestWalMeta>(opt);
milvus::engine::meta::CollectionSchema schema;
schema.collection_id_ = "table1";
schema.flush_lsn_ = 0;
meta->CreateCollection(schema);
milvus::engine::wal::MXLogConfiguration wal_config;
wal_config.mxlog_path = WAL_GTEST_PATH;
wal_config.buffer_size = 64;
wal_config.recovery_error_ignore = true;
std::shared_ptr<milvus::engine::wal::WalManager> manager;
manager = std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_SUCCESS);
// adjest the buffer size for test
manager->mxlog_config_.buffer_size = 1000;
manager->p_buffer_->mxlog_buffer_size_ = 1000;
std::vector<int64_t> ids(1, 0);
std::vector<float> data_float(1024, 0);
ASSERT_FALSE(manager->Insert(schema.collection_id_, "", ids, data_float));
ids.clear();
data_float.clear();
ASSERT_FALSE(manager->Insert(schema.collection_id_, "", ids, data_float));
ASSERT_FALSE(manager->DeleteById(schema.collection_id_, ids));
}
TEST(WalTest, MANAGER_RECOVERY_TEST) {
MakeEmptyTestPath();
milvus::engine::DBMetaOptions opt = {WAL_GTEST_PATH};
milvus::engine::meta::MetaPtr meta = std::make_shared<milvus::engine::meta::TestWalMeta>(opt);
milvus::engine::wal::MXLogConfiguration wal_config;
wal_config.mxlog_path = WAL_GTEST_PATH;
wal_config.buffer_size = 64;
wal_config.recovery_error_ignore = true;
std::shared_ptr<milvus::engine::wal::WalManager> manager;
manager = std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_SUCCESS);
milvus::engine::meta::CollectionSchema schema;
schema.collection_id_ = "collection";
schema.flush_lsn_ = 0;
meta->CreateCollection(schema);
std::vector<int64_t> ids(1024, 0);
std::vector<float> data_float(1024 * 512, 0);
manager->CreateCollection(schema.collection_id_);
ASSERT_TRUE(manager->Insert(schema.collection_id_, "", ids, data_float));
// recovery
manager = std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_SUCCESS);
milvus::engine::wal::MXLogRecord record;
while (1) {
ASSERT_EQ(manager->GetNextRecovery(record), milvus::WAL_SUCCESS);
if (record.type == milvus::engine::wal::MXLogType::None) {
break;
}
ASSERT_EQ(record.type, milvus::engine::wal::MXLogType::InsertVector);
ASSERT_EQ(record.collection_id, schema.collection_id_);
ASSERT_EQ(record.partition_tag, "");
}
// change read, write point to let error happen
uint32_t write_file_no = 10;
manager->p_buffer_->mxlog_buffer_writer_.file_no = write_file_no;
manager->p_buffer_->mxlog_buffer_writer_.buf_offset = 0;
manager->p_buffer_->mxlog_buffer_writer_.buf_idx = 1 - manager->p_buffer_->mxlog_buffer_reader_.buf_idx;
manager->p_buffer_->mxlog_buffer_reader_.max_offset = manager->p_buffer_->mxlog_buffer_reader_.buf_offset;
manager->last_applied_lsn_ = (uint64_t) write_file_no << 32;
// error happen and reset
ASSERT_EQ(manager->GetNextRecovery(record), milvus::WAL_SUCCESS);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_reader_.file_no, write_file_no);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_reader_.buf_offset, 0);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_writer_.file_no, write_file_no);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_writer_.buf_offset, 0);
}
TEST(WalTest, MANAGER_TEST) {
MakeEmptyTestPath();
milvus::engine::DBMetaOptions opt = {WAL_GTEST_PATH};
milvus::engine::meta::MetaPtr meta = std::make_shared<milvus::engine::meta::TestWalMeta>(opt);
milvus::engine::wal::MXLogConfiguration wal_config;
wal_config.mxlog_path = WAL_GTEST_PATH;
wal_config.buffer_size = 64;
wal_config.recovery_error_ignore = true;
// first run
std::shared_ptr<milvus::engine::wal::WalManager> manager =
std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_SUCCESS);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_reader_.file_no, 0);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_reader_.buf_offset, 0);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_writer_.file_no, 0);
ASSERT_EQ(manager->p_buffer_->mxlog_buffer_writer_.buf_offset, 0);
// adjest the buffer size for test
manager->mxlog_config_.buffer_size = 8049;
manager->p_buffer_->mxlog_buffer_size_ = 8049;
std::vector<int64_t> ids(1024, 0);
std::vector<float> data_float(1024 * 512, 0);
std::vector<uint8_t> data_byte(1024 * 512, 0);
// table1 create and insert
std::string table_id_1 = "table1";
manager->CreateCollection(table_id_1);
ASSERT_TRUE(manager->Insert(table_id_1, "", ids, data_float));
// table2 create and insert
std::string table_id_2 = "table2";
manager->CreateCollection(table_id_2);
ASSERT_TRUE(manager->Insert(table_id_2, "", ids, data_byte));
// table1 delete
ASSERT_TRUE(manager->DeleteById(table_id_1, ids));
// table3 create and insert
std::string table_id_3 = "table3";
manager->CreateCollection(table_id_3);
ASSERT_TRUE(manager->Insert(table_id_3, "", ids, data_float));
// flush table1
auto flush_lsn = manager->Flush(table_id_1);
ASSERT_NE(flush_lsn, 0);
milvus::engine::wal::MXLogRecord record;
uint64_t new_lsn = 0;
while (1) {
ASSERT_EQ(manager->GetNextRecord(record), milvus::WAL_SUCCESS);
if (record.type == milvus::engine::wal::MXLogType::Flush) {
ASSERT_EQ(record.collection_id, table_id_1);
ASSERT_EQ(new_lsn, flush_lsn);
manager->CollectionFlushed(table_id_1, new_lsn);
break;
} else {
ASSERT_TRUE((record.type == milvus::engine::wal::MXLogType::InsertVector &&
record.collection_id == table_id_1) ||
(record.type == milvus::engine::wal::MXLogType::Delete &&
record.collection_id == table_id_1) ||
(record.type == milvus::engine::wal::MXLogType::InsertBinary &&
record.collection_id == table_id_2));
new_lsn = record.lsn;
}
}
manager->RemoveOldFiles(new_lsn);
flush_lsn = manager->Flush(table_id_2);
ASSERT_NE(flush_lsn, 0);
ASSERT_EQ(manager->GetNextRecord(record), milvus::WAL_SUCCESS);
ASSERT_EQ(record.type, milvus::engine::wal::MXLogType::Flush);
ASSERT_EQ(record.collection_id, table_id_2);
manager->CollectionFlushed(table_id_2, flush_lsn);
ASSERT_EQ(manager->Flush(table_id_2), 0);
flush_lsn = manager->Flush();
ASSERT_NE(flush_lsn, 0);
manager->DropCollection(table_id_3);
ASSERT_EQ(manager->GetNextRecord(record), milvus::WAL_SUCCESS);
ASSERT_EQ(record.type, milvus::engine::wal::MXLogType::Flush);
ASSERT_TRUE(record.collection_id.empty());
}
TEST(WalTest, MANAGER_SAME_NAME_COLLECTION) {
MakeEmptyTestPath();
milvus::engine::DBMetaOptions opt = {WAL_GTEST_PATH};
milvus::engine::meta::MetaPtr meta = std::make_shared<milvus::engine::meta::TestWalMeta>(opt);
milvus::engine::wal::MXLogConfiguration wal_config;
wal_config.mxlog_path = WAL_GTEST_PATH;
wal_config.buffer_size = 64;
wal_config.recovery_error_ignore = true;
// first run
std::shared_ptr<milvus::engine::wal::WalManager> manager =
std::make_shared<milvus::engine::wal::WalManager>(wal_config);
ASSERT_EQ(manager->Init(meta), milvus::WAL_SUCCESS);
// adjest the buffer size for test
manager->mxlog_config_.buffer_size = 16384;
manager->p_buffer_->mxlog_buffer_size_ = 16384;
std::string table_id_1 = "table1";
std::string table_id_2 = "table2";
std::vector<int64_t> ids(1024, 0);
std::vector<uint8_t> data_byte(1024 * 512, 0);
// create 2 tables
manager->CreateCollection(table_id_1);
manager->CreateCollection(table_id_2);
// command
ASSERT_TRUE(manager->Insert(table_id_1, "", ids, data_byte));
ASSERT_TRUE(manager->Insert(table_id_2, "", ids, data_byte));
ASSERT_TRUE(manager->DeleteById(table_id_1, ids));
ASSERT_TRUE(manager->DeleteById(table_id_2, ids));
// re-create collection
manager->DropCollection(table_id_1);
manager->CreateCollection(table_id_1);
milvus::engine::wal::MXLogRecord record;
while (1) {
ASSERT_EQ(manager->GetNextRecord(record), milvus::WAL_SUCCESS);
if (record.type == milvus::engine::wal::MXLogType::None) {
break;
}
ASSERT_EQ(record.collection_id, table_id_2);
}
}
#if 0
TEST(WalTest, LargeScaleRecords) {
std::string data_path = "/home/zilliz/workspace/data/";
milvus::engine::wal::MXLogConfiguration wal_config;
wal_config.mxlog_path = "/tmp/milvus/wal/";
wal_config.record_size = 2 * 1024 * 1024;
wal_config.buffer_size = 32 * 1024 * 1024;
wal_config.recovery_error_ignore = true;
milvus::engine::wal::WalManager manager1(wal_config);
manager1.mxlog_config_.buffer_size = 32 * 1024 * 1024;
manager1.Init(nullptr);
std::ifstream fin(data_path + "1.dat", std::ios::in);
std::vector<milvus::engine::IDNumber> ids;
std::vector<float> vecs;
std::vector<uint8_t> bins;
int type = -1;
std::string line;
while (getline(fin, line)) {
std::istringstream istr(line);
int cur_type, cur_id;
istr >> cur_type;
if (cur_type != type) {
switch (type) {
case 0:
manager1.Flush();
break;
case 1:
manager1.Insert("insert_vector", "parti1", ids, vecs);
break;
case 2:
manager1.Insert("insert_binary", "parti2", ids, bins);
break;
case 3:
manager1.DeleteById("insert_vector", ids);
break;
default:
std::cout << "invalid type: " << type << std::endl;
break;
}
ids.clear();
vecs.clear();
bins.clear();
}
type = cur_type;
istr >> cur_id;
ids.emplace_back(cur_id);
if (cur_type == 1) {
float v;
for (auto i = 0; i < 10; ++i) {
istr >> v;
vecs.emplace_back(v);
}
} else if (cur_type == 2) {
uint8_t b;
for (auto i = 0; i < 20; ++i) {
istr >> b;
bins.emplace_back(b);
}
}
}
switch (type) {
case 0:
manager1.Flush();
break;
case 1:
manager1.Insert("insert_vector", "parti1", ids, vecs);
break;
case 2:
manager1.Insert("insert_binary", "parti2", ids, bins);
break;
case 3:
manager1.DeleteById("insert_vector", ids);
break;
default:
std::cout << "invalid type: " << type << std::endl;
break;
}
fin.close();
}
TEST(WalTest, MultiThreadTest) {
std::string data_path = "/home/zilliz/workspace/data/";
milvus::engine::wal::MXLogConfiguration wal_config;
wal_config.mxlog_path = "/tmp/milvus/wal/";
wal_config.record_size = 2 * 1024 * 1024;
wal_config.buffer_size = 32 * 1024 * 1024;
wal_config.recovery_error_ignore = true;
milvus::engine::wal::WalManager manager(wal_config);
manager.mxlog_config_.buffer_size = 32 * 1024 * 1024;
manager.Init(nullptr);
auto read_fun = [&]() {
std::ifstream fin(data_path + "1.dat", std::ios::in);
std::vector<milvus::engine::IDNumber> ids;
std::vector<float> vecs;
std::vector<uint8_t> bins;
int type = -1;
std::string line;
while (getline(fin, line)) {
std::istringstream istr(line);
int cur_type, cur_id;
istr >> cur_type;
if (cur_type != type) {
switch (type) {
case 0:
manager.Flush();
break;
case 1:
manager.Insert("insert_vector", "parti1", ids, vecs);
break;
case 2:
manager.Insert("insert_binary", "parti2", ids, bins);
break;
case 3:
manager.DeleteById("insert_vector", ids);
break;
default:
std::cout << "invalid type: " << type << std::endl;
break;
}
ids.clear();
vecs.clear();
bins.clear();
}
type = cur_type;
istr >> cur_id;
ids.emplace_back(cur_id);
if (cur_type == 1) {
float v;
for (auto i = 0; i < 10; ++i) {
istr >> v;
vecs.emplace_back(v);
}
} else if (cur_type == 2) {
uint8_t b;
for (auto i = 0; i < 20; ++i) {
istr >> b;
bins.emplace_back(b);
}
}
}
switch (type) {
case 0:
manager.Flush();
break;
case 1:
manager.Insert("insert_vector", "parti1", ids, vecs);
break;
case 2:
manager.Insert("insert_binary", "parti2", ids, bins);
break;
case 3:
manager.DeleteById("insert_vector", ids);
break;
default:
std::cout << "invalid type: " << type << std::endl;
break;
}
fin.close();
};
auto write_fun = [&]() {
};
std::thread read_thread(read_fun);
std::thread write_thread(write_fun);
read_thread.join();
write_thread.join();
}
#endif
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