聊聊jvm的code cache
序
本文主要研究一下jvm的code cache
Code Cache
JVM生成的native code存放的記憶體空間稱之為Code Cache;JIT編譯、JNI等都會編譯程式碼到native code,其中JIT生成的native code佔用了Code Cache的絕大部分空間
相關引數
Codecache Size Options
- -XX:InitialCodeCacheSize
用於設定初始CodeCache大小
- -XX:ReservedCodeCacheSize
用於設定Reserved code cache的最大大小,通常預設是240M
- -XX:CodeCacheExpansionSize
用於設定code cache的expansion size,通常預設是64K
Codecache Flush Options
- -XX:+UseCodeCacheFlushing
是否在code cache滿的時候先嚐試清理一下,如果還是不夠用再關閉編譯,預設為false
Compilation Policy Options
- -XX:CompileThreshold
方法觸發編譯時的呼叫次數,預設是10000
- -XX:OnStackReplacePercentage
方法中迴圈執行部分程式碼的執行次數觸發OSR編譯時的閾值,預設是140
Compilation Limit Options
- -XX:MaxInlineLevel
針對巢狀呼叫的最大內聯深度,預設為9
- -XX:MaxInlineSize
方法可以被內聯的最大bytecode大小,預設為35
- -XX:MinInliningThreshold
方法可以被內聯的最小呼叫次數,預設為250
- -XX:+InlineSynchronizedMethods
是否允許內聯synchronized methods,預設為true
Diagnostic Options
-
-XX:+PrintFlagsFinal(
預設沒有啟用
)
用於檢視所有可設定的引數及最終值(JDK 6 update 21開始才可以用
),預設是不包括diagnostic或experimental系的。如果要在-XX:+PrintFlagsFinal的輸出裡看到這兩種引數的資訊,分別需要顯式指定-XX:+UnlockDiagnosticVMOptions / -XX:+UnlockExperimentalVMOptions(-XX:+PrintCommandLineFlags 這個引數的作用是顯示出VM初始化完畢後所有跟最初的預設值不同的引數及它們的值
)
-
-XX:+PrintCodeCache(
預設沒有啟用
)
-XX:+PrintCodeCache用於jvm關閉時輸出code cache的使用情況
-
-XX:+PrintCodeCacheOnCompilation(
預設沒有啟用
)
用於在方法每次被編譯時輸出code cache的使用情況
檢視Code Cache的使用情況
-XX:+PrintCodeCache
CodeHeap 'non-profiled nmethods': size=120032Kb used=2154Kb max_used=2160Kb free=117877Kb bounds [0x00000001178ea000, 0x0000000117b5a000, 0x000000011ee22000] CodeHeap 'profiled nmethods': size=120028Kb used=10849Kb max_used=11005Kb free=109178Kb bounds [0x00000001103b3000, 0x0000000110e73000, 0x00000001178ea000] CodeHeap 'non-nmethods': size=5700Kb used=1177Kb max_used=1239Kb free=4522Kb bounds [0x000000010fe22000, 0x0000000110092000, 0x00000001103b3000] total_blobs=5638 nmethods=4183 adapters=435 compilation: enabled stopped_count=0, restarted_count=0 full_count=0
- jvm啟動引數加上-XX:+PrintCodeCache,可以在jvm關閉時輸出code cache的使用情況
- 這裡分了non-profiled nmethods、profiled nmethods、non-nmethods三部分來展示
- 其中size就是限制的最大大小,used表示實際使用量,max_used就是使用大小的high water mark,free由size-used得來
jcmd pid Compiler.codecache
/ # jcmd 1 Compiler.codecache 1: CodeHeap 'non-profiled nmethods': size=120036Kb used=1582Kb max_used=1582Kb free=118453Kb bounds [0x00007f1e42226000, 0x00007f1e42496000, 0x00007f1e4975f000] CodeHeap 'profiled nmethods': size=120032Kb used=9621Kb max_used=9621Kb free=110410Kb bounds [0x00007f1e3acee000, 0x00007f1e3b65e000, 0x00007f1e42226000] CodeHeap 'non-nmethods': size=5692Kb used=1150Kb max_used=1198Kb free=4541Kb bounds [0x00007f1e3a75f000, 0x00007f1e3a9cf000, 0x00007f1e3acee000] total_blobs=5610 nmethods=4369 adapters=412 compilation: enabled stopped_count=0, restarted_count=0 full_count=0
使用jcmd的Compiler.codecache也可以檢視code cache的使用情況,輸出跟-XX:+PrintCodeCache相同
jcmd pid VM.native_memory
/ # jcmd 1 VM.native_memory 1: Native Memory Tracking: Total: reserved=1928023KB, committed=231182KB -Java Heap (reserved=511488KB, committed=140288KB) (mmap: reserved=511488KB, committed=140288KB) -Class (reserved=1090832KB, committed=46608KB) (classes #8218) (instance classes #7678, array classes #540) (malloc=1296KB #19778) (mmap: reserved=1089536KB, committed=45312KB) (Metadata:) (reserved=40960KB, committed=39680KB) (used=38821KB) (free=859KB) (waste=0KB =0.00%) (Class space:) (reserved=1048576KB, committed=5632KB) (used=5190KB) (free=442KB) (waste=0KB =0.00%) -Thread (reserved=37130KB, committed=2806KB) (thread #36) (stack: reserved=36961KB, committed=2636KB) (malloc=127KB #189) (arena=42KB #70) -Code (reserved=248651KB, committed=15351KB) (malloc=963KB #4600) (mmap: reserved=247688KB, committed=14388KB) -GC (reserved=21403KB, committed=7611KB) (malloc=5419KB #9458) (mmap: reserved=15984KB, committed=2192KB) -Compiler (reserved=150KB, committed=150KB) (malloc=20KB #447) (arena=131KB #5) -Internal (reserved=3744KB, committed=3744KB) (malloc=1696KB #6416) (mmap: reserved=2048KB, committed=2048KB) -Other (reserved=24KB, committed=24KB) (malloc=24KB #2) -Symbol (reserved=10094KB, committed=10094KB) (malloc=7305KB #219914) (arena=2789KB #1) -Native Memory Tracking (reserved=4130KB, committed=4130KB) (malloc=12KB #158) (tracking overhead=4119KB) -Arena Chunk (reserved=177KB, committed=177KB) (malloc=177KB) -Logging (reserved=7KB, committed=7KB) (malloc=7KB #264) -Arguments (reserved=18KB, committed=18KB) (malloc=18KB #500) -Module (reserved=165KB, committed=165KB) (malloc=165KB #1699) -Safepoint (reserved=4KB, committed=4KB) (mmap: reserved=4KB, committed=4KB) -Unknown (reserved=4KB, committed=4KB) (mmap: reserved=4KB, committed=4KB)
使用jcmd的VM.native_memory也可以檢視code cache的使用情況(Code部分
),Compiler部分為Memory tracking used by the compiler when generating code
使用MemoryPoolMXBean檢視
@Test public void testGetCodeCacheUsage(){ ManagementFactory.getPlatformMXBeans(MemoryPoolMXBean.class) .stream() .filter(e -> MemoryType.NON_HEAP == e.getType()) .filter(e -> e.getName().startsWith("CodeHeap")) .forEach(e -> { LOGGER.info("name:{},info:{}",e.getName(),e.getUsage()); }); }
MemoryPoolMXBean包含了HEAP及NON_HEAP,其中code cache屬於NON_HEAP,其輸出如下:
12:21:10.728 [main] INFO com.example.CodeCacheTest - name:CodeHeap 'non-nmethods',info:init = 2555904(2496K) used = 1117696(1091K) committed = 2555904(2496K) max = 5836800(5700K) 12:21:10.743 [main] INFO com.example.CodeCacheTest - name:CodeHeap 'profiled nmethods',info:init = 2555904(2496K) used = 1543808(1507K) committed = 2555904(2496K) max = 122908672(120028K) 12:21:10.743 [main] INFO com.example.CodeCacheTest - name:CodeHeap 'non-profiled nmethods',info:init = 2555904(2496K) used = 319616(312K) committed = 2555904(2496K) max = 122912768(120032K)
spring boot應用檢視
/ # curl -i "http://localhost:8080/actuator/metrics/jvm.memory.used?tag=area:nonheap" HTTP/1.1 200 Content-Disposition: inline;filename=f.txt Content-Type: application/vnd.spring-boot.actuator.v2+json;charset=UTF-8 Transfer-Encoding: chunked Date: Sat, 30 Mar 2019 04:26:39 GMT {"name":"jvm.memory.used","description":"The amount of used memory","baseUnit":"bytes","measurements":[{"statistic":"VALUE","value":6.5295408E7}],"availableTags":[{"tag":"id","values":["CodeHeap 'non-profiled nmethods'","CodeHeap 'profiled nmethods'","Compressed Class Space","Metaspace","CodeHeap 'non-nmethods'"]}]} / # curl -i "http://localhost:8080/actuator/metrics/jvm.memory.used?tag=area:nonheap&tag=id:CodeHeap%20%27non-profiled %20nmethods%27" HTTP/1.1 200 Content-Disposition: inline;filename=f.txt Content-Type: application/vnd.spring-boot.actuator.v2+json;charset=UTF-8 Transfer-Encoding: chunked Date: Sat, 30 Mar 2019 04:24:58 GMT {"name":"jvm.memory.used","description":"The amount of used memory","baseUnit":"bytes","measurements":[{"statistic":"VALUE","value":1592448.0}],"availableTags":[]}
springboot使用micrometer,通過/actuator/metrics介面提供相關指標查詢功能,其中code cache在jvm.memory.used這個metric中
小結
- JVM生成的native code存放的記憶體空間稱之為Code Cache;JIT編譯、JNI等都會編譯程式碼到native code,其中JIT生成的native code佔用了Code Cache的絕大部分空間
- -XX:ReservedCodeCacheSize用於設定Reserved code cache的最大大小,通常預設是240M;對於有些應用來說240M可能太大,code cache可能都填不滿,相當於unconstrained,此時JIT就會繼續編譯任何它認為可以編譯的code
-
檢視Code Cache的記憶體使用情況有好幾種方法:
Code部分