MYSQL讀寫性能測(cè)試的簡(jiǎn)單記錄
進(jìn)行測(cè)試之前首先保證你已經(jīng)可以對(duì)數(shù)據(jù)庫(kù)進(jìn)行讀寫:參見(jiàn)
要求:對(duì)MYSQL數(shù)據(jù)庫(kù)的讀寫讀寫性能進(jìn)行測(cè)試。支持多并發(fā)、支持調(diào)整事物提交記錄數(shù)。
注意事項(xiàng):
要運(yùn)行測(cè)試需要
1. 需要修改數(shù)據(jù)庫(kù)的配置信息DB_DRIVER、DB_URL、DB_USERNAME、DB_PASSWORD;
2.DB_URL中還要指定哪個(gè)數(shù)據(jù)庫(kù)。“dbc:mysql://localhost:3306/test”其中的test就是我鎖用的那個(gè)數(shù)據(jù)庫(kù);
3. 修改TABLE_NAME指定數(shù)據(jù)庫(kù)測(cè)試的表名(此處是student表),測(cè)試程序會(huì)查詢這個(gè)表的定義來(lái)生成寫入SQL語(yǔ)句;
4.還有此語(yǔ)句 if (column.equalsIgnoreCase("name")) 中的那么為你創(chuàng)建的表的key,這個(gè)也要對(duì)用調(diào)整過(guò)來(lái);
5. 修改concurrentList指定需要測(cè)試并發(fā)數(shù)列表,默認(rèn)測(cè)試1,5,10,20四種并發(fā)數(shù);
6. 修改batchSizeList指定每次測(cè)試的事務(wù)提交記錄數(shù)據(jù),默認(rèn)是100,200,500,1000
最后運(yùn)行測(cè)試,會(huì)生成類似下面的結(jié)果:

測(cè)試完成后檢查該student表,輸入select * from student; 可以看到源源不斷的數(shù)據(jù)的輸出,插入的表項(xiàng)太多了。

具體查了多少數(shù)據(jù)呢?使用select count(*) from student;查看。

可能遇到的問(wèn)題:
(1)UUID.randomUUID().toString()生成的主鍵會(huì)很長(zhǎng),因此主鍵name的長(zhǎng)度應(yīng)設(shè)的長(zhǎng)一些否則會(huì)出現(xiàn)如下報(bào)錯(cuò):
由上上截圖可以看到生成的主鍵還是蠻長(zhǎng)的。

(2)每次測(cè)試的時(shí)候最好將上一次測(cè)試的table刪除重新建一個(gè)。否則測(cè)試的數(shù)據(jù)之間相差很大。
建立student表的SQL語(yǔ)句如下:
--刪除student表的SQL語(yǔ)句 drop table student; --查詢表格項(xiàng)數(shù)大小的語(yǔ)句 select count(*) from student; --建立student表,注意key的預(yù)留空間較大 create table student (name varchar(120) not null, goal varchar(20) not null, primary key(name));
程序代碼如下:
import java.sql.Connection;
import java.sql.DriverManager;
import java.sql.PreparedStatement;
import java.sql.ResultSet;
import java.sql.ResultSetMetaData;
import java.sql.SQLException;
import java.sql.Statement;
import java.sql.Timestamp;
import java.sql.Types;
import java.util.ArrayList;
import java.util.Calendar;
import java.util.Collections;
import java.util.Formatter;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Random;
import java.util.UUID;
import java.util.concurrent.CountDownLatch;
import java.util.logging.Level;
import java.util.logging.Logger;
public class InsertTest {
private static Logger logger = Logger.getLogger(InsertTest.class.getName());
//驅(qū)動(dòng)程序名
private static final String DB_DRIVER = "com.mysql.cj.jdbc.Driver";
//URL指向要訪問(wèn)的數(shù)據(jù)庫(kù)名mysql
private static final String DB_URL = "jdbc:mysql://localhost:3306/test?rewriteBatchedStatements=true&useSSL=false&serverTimezone=UTC";
//MySQL配置時(shí)的用戶名
private static final String DB_USERNAME = "root";
//MySQL配置時(shí)的密碼
private static final String DB_PASSWORD = "…………";
private static Random random = new Random(10000);
//我們要測(cè)試的表的名稱
private static final String TABLE_NAME = "student";
private int batchSize;//一批提交的事務(wù)數(shù)
private int concurrent;//
private int sampling;//
public static void main(String[] args) throws Exception {
printHeader();
int[] concurrentList = new int[]{1, 5, 10, 20};//默認(rèn)測(cè)試1,5,10,20個(gè)并發(fā)
int[] batchSizeList = new int[] {100, 200, 500, 1000};//一批提交的事務(wù)數(shù)
for (int concurrent : concurrentList) {
for (int batchSize : batchSizeList) {
//對(duì)以上每種組合都run一次
new InsertTest(batchSize, concurrent).run(true);
}
Thread.sleep(10000);
}
}
/*-----------InsertTest類的構(gòu)造函數(shù)一-------------*/
public InsertTest(final int batchSize, final int concurrent) throws Exception {
this.batchSize = batchSize;
this.concurrent = concurrent;
this.sampling = 100;
}
/*-----------InsertTest類的構(gòu)造函數(shù)二-------------*/
public InsertTest(final int batchSize, final int concurrent, final int sampling) throws Exception {
this.batchSize = batchSize;
this.concurrent = concurrent;
this.sampling = sampling;
}
/*-----------開(kāi)始運(yùn)行run方法-------------*/
public void run(boolean printResult) throws Exception {
final List<Long> results = Collections.synchronizedList(new ArrayList<Long>());
final CountDownLatch startGate = new CountDownLatch(concurrent);
final CountDownLatch endGate = new CountDownLatch(concurrent);
for (int idxConcurrent = 0; idxConcurrent < concurrent; idxConcurrent++) {
new Thread(new Runnable() {
public void run() {
startGate.countDown();
try {
long time = execute();
long avg = batchSize * sampling * 1000 / time;;
results.add(Long.valueOf(avg));
} catch(Exception ex) {
ex.printStackTrace();
} finally {
endGate.countDown();
}
}
}).start();
}
endGate.await();
Collections.sort(results);
//每種組合跑完之后都打印出一行數(shù)據(jù)
if (printResult) {
printResult(batchSize, concurrent, results);
}
}
public long execute() throws Exception {
Connection conn = getConnection();
Map<String, Integer> columns = queryTableColumns(conn);
String insertSQL = generateInsertSQL(columns);
PreparedStatement ps = conn.prepareStatement(insertSQL);
try {
long start = System.currentTimeMillis();
for (int i = 0; i < sampling; i++) {
execute(conn, ps, columns);
}
long stop = System.currentTimeMillis();
return stop - start;
} catch(Exception ex) {
logger.log(Level.SEVERE, null, ex);
conn.rollback();
conn.close();
throw ex;
} finally {
conn.close();
}
}
//執(zhí)行插入語(yǔ)句出錯(cuò)。 ps:INSERT INTO student1(name,goal)VALUES(** NOT SPECIFIED **,** NOT SPECIFIED **)
public void execute(Connection conn, PreparedStatement ps, Map<String, Integer> columns) throws Exception {
try {
for (int idx = 0; idx < batchSize; idx++) {
int idxColumn = 1;
//這個(gè)地方實(shí)際上是對(duì)每一列進(jìn)行循環(huán)。(1)如果該列是key對(duì)應(yīng)的列………… (2)該列為普通列
for (String column : columns.keySet()) {
//如果該列為name列即key對(duì)應(yīng)的列,就單獨(dú)為他生成一個(gè)主鍵。
//為了執(zhí)行忽略大小寫的比較,使用equalsIgnoreCase
if (column.equalsIgnoreCase("name")) {
//給JDBC的SQL語(yǔ)句的占位符賦值的,即是下面的“? connection.prepareStatement("insert into t_user values (?,?)");
//UUID.randomUUID().toString()是java JDK提供的一個(gè)自動(dòng)生成主鍵的方法。
ps.setObject(idxColumn, UUID.randomUUID().toString());
}
//否則就是普通列,隨便填充點(diǎn)東西進(jìn)去就好了。
else {
ps.setObject(idxColumn, generateColumnValue(columns.get(column)));
}
idxColumn ++;
}
ps.addBatch();
}
//批量執(zhí)行SQL語(yǔ)句
ps.executeBatch();
conn.commit();
ps.clearBatch();
}
//如果上面出錯(cuò)了就捕獲其異常
catch (SQLException ex) {
logger.log(Level.SEVERE, null, ex);
if (null != ex.getNextException()) {
logger.log(Level.SEVERE, null, ex.getNextException());
}
conn.rollback();
throw ex;
}
}
//根據(jù)獲取的列信息,生成插入的sql語(yǔ)句。
private String generateInsertSQL(Map<String, Integer> columns) throws SQLException {
StringBuilder sb = new StringBuilder();
StringBuffer sbColumns = new StringBuffer();
StringBuffer sbValues = new StringBuffer();
sb.append("INSERT INTO ").append(TABLE_NAME);
for (String column : columns.keySet()) {
if (sbColumns.length() > 0) {
sbColumns.append(",");
sbValues.append(",");
}
sbColumns.append(column);
sbValues.append("?");
}
sb.append("(").append(sbColumns).append(")");
sb.append("VALUES");
sb.append("(").append(sbValues).append(")");
return sb.toString();
}
private Map<String, Integer> queryTableColumns(Connection conn) throws Exception {
Map<String, Integer> columns = new LinkedHashMap<String, Integer>();
String sql = "SELECT * FROM " + TABLE_NAME + " WHERE 1=0";
Statement stmt = conn.createStatement();
ResultSet rs = stmt.executeQuery(sql);
ResultSetMetaData rsmd = rs.getMetaData();
for (int i = 1; i <= rsmd.getColumnCount(); i++) {
columns.put(rsmd.getColumnName(i), rsmd.getColumnType(i));
}
return columns;
}
//生成列值
private Object generateColumnValue(int type) {
Object obj = null;
switch (type) {
case Types.DECIMAL:
case Types.NUMERIC:
case Types.DOUBLE:
case Types.FLOAT:
case Types.REAL:
case Types.BIGINT:
case Types.TINYINT:
case Types.SMALLINT:
case Types.INTEGER:
obj = random.nextInt(10000);
break;
case Types.DATE:
obj = Calendar.getInstance().getTime();
break;
case Types.TIMESTAMP:
obj = new Timestamp(System.currentTimeMillis());
break;
default:
obj = String.valueOf(random.nextInt(10000));
break;
}
return obj;
}
//連接MYSQL數(shù)據(jù)庫(kù)。
private Connection getConnection() throws Exception {
Class.forName(DB_DRIVER);
Connection conn = DriverManager.getConnection(DB_URL, DB_USERNAME, DB_PASSWORD);
conn.setAutoCommit(false);
return conn;
}
//打印出表頭(即列的信息)
private static void printHeader() {
StringBuilder sb = new StringBuilder();
sb.append("\n");
sb.append(new Formatter().format("%15s|%15s|%15s|%15s|%15s", "BATCH_SIZE", "CONCURRENT", "AVG (r/s)", "MIN (r/s)", "MAX (r/s)"));
System.out.println(sb.toString());
}
//打印每次跑完后的統(tǒng)計(jì)信息
private static void printResult(int batch, int concurrent, List<Long> results) {
Long total = Long.valueOf(0);
for (Long result : results) {
total += result;
}
StringBuilder sb = new StringBuilder();
sb.append(new Formatter().format("%15s|%15s|%15s|%15s|%15s", batch, concurrent, (total/results.size()), results.get(0), results.get(results.size() - 1)));
System.out.println(sb.toString());
}
}到此這篇關(guān)于MYSQL讀寫性能測(cè)試的簡(jiǎn)單記錄的文章就介紹到這了,更多相關(guān)MYSQL讀寫性能測(cè)試內(nèi)容請(qǐng)搜索腳本之家以前的文章或繼續(xù)瀏覽下面的相關(guān)文章希望大家以后多多支持腳本之家!
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