JVM基礎(chǔ)：JVM監(jiān)測&工具
前幾篇篇文章介紹了介紹了JVM的參數(shù)設(shè)置并給出了一些生產(chǎn)環(huán)境的JVM參數(shù)配置參考方案。正如之前文章中提到的JVM參數(shù)的設(shè)置需要根據(jù)應(yīng)用的特性來進行設(shè)置，每個參數(shù)的設(shè)置都需要對JVM進行長時間的監(jiān)測，并不斷進行調(diào)整才能找到***設(shè)置方案。本文將介紹如果通過工具及Java api來監(jiān)測JVM的運行狀態(tài),并詳細(xì)介紹各工具的使用方法。
需要監(jiān)測的數(shù)據(jù)：(內(nèi)存使用情況 誰使用了內(nèi)存 GC的狀況)
內(nèi)存使用情況--heap&PermGen
@ 表示通過jmap –heap pid 可以獲取的值
# 表示通過jstat –gcutil pid 可以獲取的值
參數(shù)的查看可以通過多種方法 本文中只隨機列出一種。
| 描述 | ***值 | 當(dāng)前值 | 報警值 |
| 堆內(nèi)存 | @Heap Configuration::MaxHeapSize sum(eden+servivor+old) |
sum(eden+servivor+old) | 自設(shè) |
| 非堆內(nèi)存 | sum(perm+native) | 無 | |
| Eden | @Eden Space::capacity | @Eden Space::used | 無 |
| Survivor0 | @From Space::capacity | @From Space::used | 無 |
| Survivor1 | @To Space::capacity | @To Space::used | 無 |
| New gen (注意區(qū)別于Xmn參數(shù)設(shè)置) |
@New Generation::capacity Eden + 1 Survivor Space |
@New Generation::used | 無 |
| Old gen | @concurrent mark-sweep generation::capacity (CMS是對old區(qū)的gc,所以此處即表示old gen) |
@concurrent mark-sweep generation::capacity(CMS)::used | 自設(shè) |
| Perm Gen | @Perm Generation::capacity | @Perm Generation::used | 自設(shè) |
內(nèi)存使用情況--config
| 描述 | 配置值 |
| MaxTenuringThreshold | jinfo -flag MaxTenuringThreshold pid |
| MinHeapFreeRatio | @Heap Configuration::MinHeapFreeRatio |
| MaxHeapFreeRatio | @Heap Configuration::MaxHeapFreeRatio |
| new gen gc | @using … in the new generation |
| old gen gc | new gen gc聲明下方 |
| 類總數(shù)統(tǒng)計 | ?? |
內(nèi)存使用情況—C heap
◆ top or ps aux
誰使用了內(nèi)存
◆ Heap
jmap –histo
jmap –dump ,then mat
◆ C heap
google perftools
GC的狀況
| 描述 | 收集次數(shù) | 收集時間 | 應(yīng)用暫停時間 |
| Full GC | #FGC | #FGCT | 設(shè)置-XX:+PrintGCApplicationStoppedTime后在日志中查看 |
| Young GC | #YGC | #YGCT | 同上 |
-XX:+PrintGCDetails -XX:+PrintGCTimeStamps -XX:+PrintHeapAtGC -XX:+PrintGCApplicationStoppedTime -Xloggc:logs/gc.log
常用工具介紹：jinfo jmap jstack jstat
◆ 可以從一個給定的java進程或core文件或遠(yuǎn)程debug服務(wù)器上獲取java配置信息。包括java系統(tǒng)屬性及JVM參數(shù)(command line flags)。注意在jvm啟動參數(shù)中沒有配置的參數(shù)也可使用jinfo –flag xxx pid輸出默認(rèn)值(很有用,但貌似一些簡寫的參數(shù)查不出來)。
◆ 可以修改運行時的java 進程的opts。
◆ 只有solaris和linux的JDK版本里有。
◆ 使用方式可使用jinfo –h 查詢。
觀察運行中的jvm物理內(nèi)存的占用情況。
如果連用SHELL jmap -histo pid>a.log可以將其保存到文本中去，在一段時間后，使用文本對比工具，可以對比出GC回收了哪些對象。
參數(shù)很簡單，直接查看jmap -h
舉例：
- jmap -heap pid
- jmap -dump:format=b,file=heap.hprof <pid>
dump文件可以通過MemoryAnalyzer分析查看.網(wǎng)址：http://www.eclipse.org/mat/，可以查看dump時對象數(shù)量，內(nèi)存占用，線程情況等。
jmap -dump:live為啥會觸發(fā)Full GC
觀察jvm中當(dāng)前所有線程的運行情況和線程當(dāng)前狀態(tài)
如果java程序崩潰生成core文件，jstack工具可以用來獲得core文件的java stack和native stack的信息，從而可以輕松地知道java程序是如何崩潰和在程序何處發(fā)生問題。另外，jstack工具還可以附屬到正在運行的java程序中，看到當(dāng)時運行的java程序的java stack和native stack的信息, 如果現(xiàn)在運行的java程序呈現(xiàn)hung的狀態(tài)，jstack是非常有用的。目前只有在Solaris和Linux的JDK版本里面才有。
參數(shù)很簡單，直接查看jstack -h
舉例：
- jstack pid
JVM監(jiān)測工具(Java Virtual Machine Statistics Monitoring Tool)。利用了JVM內(nèi)建的指令對Java應(yīng)用程序的資源和性能進行實時的命令行的監(jiān)控，包括各種堆和非堆的大小及其內(nèi)存使用量、classloader、compiler、垃圾回收狀況等。
舉例：
- jstat –printcompilation -h10 3024 250 600
每250毫秒打印一次，一共打印600次 每隔10行顯示一次head
語法結(jié)構(gòu)：
- Usage: jstat -help|-options
- jstat -<option> [-t] [-h<lines>] <vmid> [<interval> [<count>]]
參數(shù)介紹：
◆ -h n 每隔幾行輸出標(biāo)題
◆ vmid VM的進程號，即當(dāng)前運行的java進程號
◆ -t 在***列顯示自JVM啟動以來的時間戳
◆ -J 修改java進程的參數(shù)。類似jinfo -flag <name>=<value>。例如-J-Xms48m 設(shè)置初始堆為48M。詳見這里。這個參數(shù)挺有用的，可以在運行中調(diào)整參數(shù)以方便測試、監(jiān)測。
◆ -option option為要檢測的參數(shù)。參數(shù)列表可通過jstat –options 獲取。下面將分別介紹每個參數(shù)及輸出字段的含義。
| class | 統(tǒng)計class loader行為信息 |
| compiler | 統(tǒng)計編譯行為信息 |
| gc | 統(tǒng)計jdk gc時heap信息 |
| gccapacity | 統(tǒng)計堆內(nèi)存不同代的heap容量信息 |
| gccause | 統(tǒng)計gc的情況（同-gcutil）和引起gc的事件 |
| gcnew | 統(tǒng)計gc時新生代的信息(相比gcutil更詳細(xì)) |
| gcnewcapacity | 統(tǒng)計gc時新生代heap容量 |
| gcold | 統(tǒng)計gc時，老年區(qū)的情況 |
| gcoldcapacity | 統(tǒng)計gc時，老年區(qū)heap容量 |
| gcpermcapacity | 統(tǒng)計gc時，permanent區(qū)heap容量 |
| gcutil | 統(tǒng)計gc時，heap情況 |
| printcompilation | 統(tǒng)計編譯行為信息 |
-class option:Class Loader Statistics
| Column | Description |
|---|---|
| Loaded | Number of classes loaded. |
| Bytes | Number of Kbytes loaded. |
| Unloaded | Number of classes unloaded. |
| Bytes | Number of Kbytes unloaded. |
| Time | Time spent performing class load and unload operations. |
-compiler:HotSpot Just-In-Time Compiler Statistics
| Column | Description |
|---|---|
| Compiled | Number of compilation tasks performed. |
| Failed | Number of compilation tasks that failed. |
| Invalid | Number of compilation tasks that were invalidated. |
| Time | Time spent performing compilation tasks. |
| FailedType | Compile type of the last failed compilation. |
| FailedMethod | Class name and method for the last failed compilation. |
-gc Option:Garbage-collected heap statistics
| Column | Description |
|---|---|
| S0C | Current survivor space 0 capacity (KB). |
| S1C | Current survivor space 1 capacity (KB). |
| S0U | Survivor space 0 utilization (KB). |
| S1U | Survivor space 1 utilization (KB). |
| EC | Current eden space capacity (KB). |
| EU | Eden space utilization (KB). |
| OC | Current old space capacity (KB). |
| OU | Old space utilization (KB). |
| PC | Current permanent space capacity (KB). |
| PU | Permanent space utilization (KB). |
| YGC | Number of young generation GC Events. |
| YGCT | Young generation garbage collection time. |
| FGC | Number of full GC events. |
| FGCT | Full garbage collection time. |
| GCT | Total garbage collection time. |
-gccapacity Option:Memory Pool Generation and Space Capacities
| Column | Description |
|---|---|
| NGCMN | Minimum new generation capacity (KB). |
| NGCMX | Maximum new generation capacity (KB). |
| NGC | Current new generation capacity (KB). |
| S0C | Current survivor space 0 capacity (KB). |
| S1C | Current survivor space 1 capacity (KB). |
| EC | Current eden space capacity (KB). |
| OGCMN | Minimum old generation capacity (KB). |
| OGCMX | Maximum old generation capacity (KB). |
| OGC | Current old generation capacity (KB). |
| OC | Current old space capacity (KB). |
| PGCMN | Minimum permanent generation capacity (KB). |
| PGCMX | Maximum Permanent generation capacity (KB). |
| PGC | Current Permanent generation capacity (KB). |
| PC | Current Permanent space capacity (KB). |
| YGC | Number of Young generation GC Events. |
| FGC | Number of Full GC Events. |
-gccause Option:Garbage Collection Statistics, Including GC Events
| Column | Description |
|---|---|
| LGCC | Cause of last Garbage Collection. |
| GCC | Cause of current Garbage Collection. |
前面的字段與gcutil相同.
-gcnew Option:New Generation Statistics
| Column | Description |
|---|---|
| S0C | Current survivor space 0 capacity (KB). |
| S1C | Current survivor space 1 capacity (KB). |
| S0U | Survivor space 0 utilization (KB). |
| S1U | Survivor space 1 utilization (KB). |
| TT | Tenuring threshold. |
| MTT | Maximum tenuring threshold. |
| DSS | Desired survivor size (KB). |
| EC | Current eden space capacity (KB). |
| EU | Eden space utilization (KB). |
| YGC | Number of young generation GC events. |
| YGCT | Young generation garbage collection time. |
-gcnewcapacity Option:New Generation Space Size Statistics
| Column | Description |
|---|---|
| NGCMN |
Minimum new generation capacity (KB). |
| NGCMX | Maximum new generation capacity (KB). |
| NGC | Current new generation capacity (KB). |
| S0CMX | Maximum survivor space 0 capacity (KB). |
| S0C | Current survivor space 0 capacity (KB). |
| S1CMX | Maximum survivor space 1 capacity (KB). |
| S1C | Current survivor space 1 capacity (KB). |
| ECMX | Maximum eden space capacity (KB). |
| EC | Current eden space capacity (KB). |
| YGC | Number of young generation GC events. |
| FGC | Number of Full GC Events. |
-gcold Option:Old and Permanent Generation Statistics
| Column | Description |
|---|---|
| PC | Current permanent space capacity (KB). |
| PU | Permanent space utilization (KB). |
| OC | Current old space capacity (KB). |
| OU | old space utilization (KB). |
| YGC | Number of young generation GC events. |
| FGC | Number of full GC events. |
| FGCT | Full garbage collection time. |
| GCT | Total garbage collection time. |
-gcoldcapacity Option:Old Generation Statistics
| Column | Description |
|---|---|
| OGCMN | Minimum old generation capacity (KB). |
| OGCMX | Maximum old generation capacity (KB). |
| OGC | Current old generation capacity (KB). |
| OC | Current old space capacity (KB). |
| YGC | Number of young generation GC events. |
| FGC | Number of full GC events. |
| FGCT | Full garbage collection time. |
| GCT | Total garbage collection time. |
-gcpermcapacity Option: Permanent Generation Statistics
| Column | Description |
|---|---|
| PGCMN | Minimum permanent generation capacity (KB). |
| PGCMX | Maximum permanent generation capacity (KB). |
| PGC | Current permanent generation capacity (KB). |
| PC | Current permanent space capacity (KB). |
| YGC | Number of young generation GC events. |
| FGC | Number of full GC events. |
| FGCT | Full garbage collection time. |
| GCT | Total garbage collection time. |
-gcutil Option:Summary of Garbage Collection Statistics
| Column | Description |
|---|---|
| S0 | Survivor space 0 utilization as a percentage of the space's current capacity. |
| S1 | Survivor space 1 utilization as a percentage of the space's current capacity. |
| E | Eden space utilization as a percentage of the space's current capacity. |
| O | Old space utilization as a percentage of the space's current capacity. |
| P | Permanent space utilization as a percentage of the space's current capacity. |
| YGC | Number of young generation GC events. |
| YGCT | Young generation garbage collection time. |
| FGC | Number of full GC events. |
| FGCT | Full garbage collection time. |
| GCT | Total garbage collection time. |
-printcompilation Option: HotSpot Compiler Method Statistics
| Column | Description |
|---|---|
| Compiled | Number of compilation tasks performed. |
| Size | Number of bytes of bytecode for the method. |
| Type | Compilation type. |
| Method | Class name and method name identifying the compiled method. Class name uses "/" instead of "." as namespace separator. Method name is the method within the given class. The format for these two fields is consistent with the HotSpot - XX:+PrintComplation option. |
Java api方式監(jiān)測
jre中提供了一些查看運行中的jvm內(nèi)部信息的api，這些api包含在java.lang.management包中，此包中的接口是在jdk 5中引入的，所以只有在jdk 5及其以上版本中才能通過這種方式訪問這些信息。下面簡單介紹一下這包括哪些信息，以及如何訪問。
可以通過此api訪問到運行中的jvm的類加載的信息、jit編譯器的信息、內(nèi)存分配的情況、線程的相關(guān)信息以及運行jvm的操作系統(tǒng)的信息。java.lang.management包中提供了9個接口來訪問這些信息，使用ManagementFactory的靜態(tài)get方法可以獲得相應(yīng)接口的實例，可以通過這些實例來獲取你需要的相關(guān)信息。
更詳細(xì)的關(guān)于MBean的介紹參見Java SE 6 新特性: JMX 與系統(tǒng)管理
demo1:查看一下當(dāng)前運行的jvm中加載了多少個類。想詳細(xì)了解如何使用這些api，可以參考java.lang.management包中的詳細(xì)api文檔。
- public class ClassLoaderChecker {
- public static void main( String[] args ) throws Exception {
- ClassLoadingMXBean bean = ManagementFactory.getClassLoadingMXBean();
- System.out.println( bean.getLoadedClassCount() );
- }
- }
demo2:自定義Mbean Type,記錄的數(shù)據(jù)可通過jconsole等工具或自寫代碼查看,
- //工具方法
- public static ObjectName register(String name, Object mbean) {
- try {
- ObjectName objectName = new ObjectName(name);
- MBeanServer mbeanServer = ManagementFactory
- .getPlatformMBeanServer();
- try {
- mbeanServer.registerMBean(mbean, objectName);
- } catch (InstanceAlreadyExistsException ex) {
- mbeanServer.unregisterMBean(objectName);
- mbeanServer.registerMBean(mbean, objectName);
- }
- return objectName;
- } catch (JMException e) {
- throw new IllegalArgumentException(name, e);
- }
- }
- //步驟一:定義Mbean接口:
- //隨便定義
- public interface DemoMBean {
- public AtomicLong getInvokeCount();
- }
- //步驟二:實現(xiàn)接口,并注冊:
- public class DemoImpl implements DemoMBean{
- public final static String DEFAULT_OBJECT_NAME_PREFIX = "com.redcreen.demo:type=demo";
- register("com.redcreen.demo:type=demo",DemoImpl.instance);
- }
- //可以通過jconsole中查看數(shù)據(jù)了
相關(guān)推薦文章：
參考：
http://www.51testing.com/?uid-183198-action-viewspace-itemid-185174
JVM監(jiān)控工具介紹jstack, jconsole, jinfo, jmap, jdb, jstat
http://stl-www.htw-saarland.de/syst-lab/java/jdk-1_5_0/docs/tooldocs/share/jinfo.html
http://www.coderanch.com/t/329407/java/java/find-all-loaded-classes-classloaders
原文鏈接：http://www.cnblogs.com/redcreen/archive/2011/05/09/2040977.html
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