Java 运行时环境在 ignite native persistence 开启时检测到致命错误
A fatal error has been detected by the Java Runtime Environment when ignite native persistence is on
我尝试将 Apache Arrow vector 放在 Ignite 中,当我关闭本机持久性时这工作正常,但在我打开本机持久性后,JVM 每次都会崩溃。
我首先创建 IntVector 然后将其放入 Ignite:
RootAllocator allocator = new RootAllocator(Long.MAX_VALUE);
IntVector intVector = new IntVector("int", allocator);
intVector.setSafe(0, 1);
igniteCache.put("key", intVector);
一开始能得到“key”运行,开启native persistence并注释掉以上代码后,JVM在调用时崩溃
IntVector intVector = (IntVector) igniteCache.get("key"); //CRASHED HERE!!!
intVector.get(0);
有以下错误(只有一部分):
#
# A fatal error has been detected by the Java Runtime Environment:
#
# SIGSEGV (0xb) at pc=0x00007f778362098d, pid=30450, tid=0x00007f7782a28700
#
# JRE version: Java(TM) SE Runtime Environment (8.0_271-b09) (build 1.8.0_271-b09)
# Java VM: Java HotSpot(TM) 64-Bit Server VM (25.271-b09 mixed mode linux-amd64 compressed oops)
# Problematic frame:
# V [libjvm.so+0xaa898d] Unsafe_GetNativeByte+0xad
#
# Failed to write core dump. Core dumps have been disabled. To enable core dumping, try "ulimit -c unlimited" before starting Java again
#
# If you would like to submit a bug report, please visit:
# http://bugreport.java.com/bugreport/crash.jsp
#
--------------- T H R E A D ---------------
Current thread (0x00007f777c00c800): JavaThread "main" [_thread_in_vm, id=30451, stack(0x00007f7782929000,0x00007f7782a29000)]
siginfo: si_signo: 11 (SIGSEGV), si_code: 1 (SEGV_MAPERR), si_addr: 0x00007f96825662d8
Registers:
RAX=0x00007f777c00c800, RBX=0x00007f777c00c800, RCX=0x00000005cc456068, RDX=0x00007f7783f9f340
RSP=0x00007f7782a27760, RBP=0x00007f7782a27790, RSI=0x0000000000000001, RDI=0x0000000000000010
R8 =0x00007f777c00c800, R9 =0x0000000000000004, R10=0x00007f776d6f2cb8, R11=0x00007f776d6f2c98
R12=0x00007f96825662d8, R13=0x00007f7782a277f8, R14=0x00007f7782a27870, R15=0x00007f7783b4e2ec
RIP=0x00007f778362098d, EFLAGS=0x0000000000010246, CSGSFS=0x002b000000000033, ERR=0x0000000000000004
TRAPNO=0x000000000000000e
Top of Stack: (sp=0x00007f7782a27760)
0x00007f7782a27760: 00000007c000e158 00007f776c47b130
0x00007f7782a27770: 0000000000000000 00007f7782a277f8
0x00007f7782a27780: 00007f7782a27870 00007f777c00c800
0x00007f7782a27790: 00007f7782a277e0 00007f776d6f2d28
0x00007f7782a277a0: 00000005cc456068 00007f747f23c1e0
0x00007f7782a277b0: 00007f7782a27800 00000000000000b6
0x00007f7782a277c0: 0000000000000000 00007f747f23d03e
0x00007f7782a277d0: 00007f7782a27870 00007f777c00c800
0x00007f7782a277e0: 00007f7782a27850 00007f776d0079c0
0x00007f7782a277f0: 00007f776d0079c0 00007f96825662d8
0x00007f7782a27800: 000000071e23bbd0 00000005cc456068
0x00007f7782a27810: 00007f7782a27810 00007f747f23d03e
0x00007f7782a27820: 00007f7782a27870 00007f747f2ec4e0
0x00007f7782a27830: 0000000000000000 00007f747f23d068
0x00007f7782a27840: 00007f7782a277f8 00007f7782a27860
0x00007f7782a27850: 00007f7782a278b8 00007f776d0079c0
0x00007f7782a27860: 0000000000000000 00007f776d023f9f
0x00007f7782a27870: 000000071e23bbd0 00007f7782a27878
0x00007f7782a27880: 00007f74807265aa 00007f7782a278e8
0x00007f7782a27890: 00007f748072d228 0000000000000000
0x00007f7782a278a0: 00007f7480726608 00007f7782a27860
0x00007f7782a278b0: 00007f7782a278e0 00007f7782a27930
0x00007f7782a278c0: 00007f776d007d00 0000000000000000
0x00007f7782a278d0: 0000000000000000 0000000000000000
0x00007f7782a278e0: 0000000000000000 000000071b339de8
0x00007f7782a278f0: 00007f7782a278f0 00007f748071d730
0x00007f7782a27900: 00007f7782a27948 00007f747f239028
0x00007f7782a27910: 0000000000000000 00007f748071d778
0x00007f7782a27920: 00007f7782a278e0 00007f7782a27940
0x00007f7782a27930: 00007f7782a27998 00007f776d007d00
0x00007f7782a27940: 0000000000000000 000000071b339de8
0x00007f7782a27950: 00000005cc55ec98 00007f7782a27958
Instructions: (pc=0x00007f778362098d)
0x00007f778362096d: ff 48 8d 05 73 6f 4f 00 c7 83 70 02 00 00 06 00
0x00007f778362097d: 00 00 8b 38 e8 12 61 75 ff c6 80 94 02 00 00 01
0x00007f778362098d: 45 0f b6 34 24 c6 80 94 02 00 00 00 4c 8b 63 48
0x00007f778362099d: 49 8b 44 24 10 4d 8b 6c 24 08 48 83 38 00 74 1c
Register to memory mapping:
RAX=0x00007f777c00c800 is a thread
RBX=0x00007f777c00c800 is a thread
RCX=0x00000005cc456068 is an oop
sun.misc.Unsafe
- klass: 'sun/misc/Unsafe'
RDX=0x00007f7783f9f340: <offset 0x1e340> in /lib/x86_64-linux-gnu/libpthread.so.0 at 0x00007f7783f81000
RSP=0x00007f7782a27760 is pointing into the stack for thread: 0x00007f777c00c800
RBP=0x00007f7782a27790 is pointing into the stack for thread: 0x00007f777c00c800
RSI=0x0000000000000001 is an unknown value
RDI=0x0000000000000010 is an unknown value
R8 =0x00007f777c00c800 is a thread
R9 =0x0000000000000004 is an unknown value
R10=0x00007f776d6f2cb8 is at entry_point+56 in (nmethod*)0x00007f776d6f2b10
R11=0x00007f776d6f2c98 is at entry_point+24 in (nmethod*)0x00007f776d6f2b10
R12=0x00007f96825662d8 is an unknown value
R13=0x00007f7782a277f8 is pointing into the stack for thread: 0x00007f777c00c800
R14=0x00007f7782a27870 is pointing into the stack for thread: 0x00007f777c00c800
R15=0x00007f7783b4e2ec: <offset 0xfd62ec> in /usr/lib/jvm/jdk1.8.0_271/jre/lib/amd64/server/libjvm.so at 0x00007f7782b78000
Stack: [0x00007f7782929000,0x00007f7782a29000], sp=0x00007f7782a27760, free space=1017k
Native frames: (J=compiled Java code, j=interpreted, Vv=VM code, C=native code)
V [libjvm.so+0xaa898d] Unsafe_GetNativeByte+0xad
J 2166 sun.misc.Unsafe.getByte(J)B (0 bytes) @ 0x00007f776d6f2d28 [0x00007f776d6f2c80+0xa8]
j org.apache.arrow.memory.ArrowBuf.getByte(J)B+14
j org.apache.arrow.vector.BaseFixedWidthVector.isSet(I)I+10
j org.apache.arrow.vector.IntVector.get(I)I+8
j org.apache.ignite.examples.test.MainApplication.main([Ljava/lang/String;)V+99
v ~StubRoutines::call_stub
V [libjvm.so+0x68c2ba] JavaCalls::call_helper(JavaValue*, methodHandle*, JavaCallArguments*, Thread*)+0xe1a
V [libjvm.so+0x6d8700] jni_invoke_static(JNIEnv_*, JavaValue*, _jobject*, JNICallType, _jmethodID*, JNI_ArgumentPusher*, Thread*) [clone .isra.98] [clone .constprop.118]+0x1f0
V [libjvm.so+0x6da9fb] jni_CallStaticVoidMethod+0x15b
C [libjli.so+0x889c] JavaMain+0xa3c
C [libpthread.so.0+0x9609] start_thread+0xd9
Java frames: (J=compiled Java code, j=interpreted, Vv=VM code)
J 2166 sun.misc.Unsafe.getByte(J)B (0 bytes) @ 0x00007f776d6f2cb8 [0x00007f776d6f2c80+0x38]
j org.apache.arrow.memory.ArrowBuf.getByte(J)B+14
j org.apache.arrow.vector.BaseFixedWidthVector.isSet(I)I+10
j org.apache.arrow.vector.IntVector.get(I)I+8
j org.apache.ignite.examples.test.MainApplication.main([Ljava/lang/String;)V+99
v ~StubRoutines::call_stub
Java Threads: ( => current thread )
0x00007f772c097000 JavaThread "mgmt-#73" [_thread_blocked, id=30583, stack(0x00007f747f439000,0x00007f747f53a000)]
0x00007f76b000d000 JavaThread "checkpoint-runner-#72" [_thread_blocked, id=30582, stack(0x00007f747f53a000,0x00007f747f63b000)]
0x00007f76b000b000 JavaThread "checkpoint-runner-#71" [_thread_blocked, id=30581, stack(0x00007f747f63b000,0x00007f747f73c000)]
0x00007f76b0009000 JavaThread "checkpoint-runner-#70" [_thread_blocked, id=30580, stack(0x00007f747f73c000,0x00007f747f83d000)]
0x00007f76b0006800 JavaThread "checkpoint-runner-#69" [_thread_blocked, id=30579, stack(0x00007f747f83d000,0x00007f747f93e000)]
0x00007f772c072800 JavaThread "db-checkpoint-thread-#68" [_thread_in_native, id=30578, stack(0x00007f747f93e000,0x00007f747fa3f000)]
....
GC Heap History (10 events):
Event: 3.808 GC heap before
{Heap before GC invocations=7 (full 2):
PSYoungGen total 383488K, used 365568K [0x0000000719700000, 0x000000073b300000, 0x00000007c0000000)
eden space 365568K, 100% used [0x0000000719700000,0x000000072fc00000,0x000000072fc00000)
from space 17920K, 0% used [0x000000073a180000,0x000000073a180000,0x000000073b300000)
to space 20992K, 0% used [0x0000000738a00000,0x0000000738a00000,0x0000000739e80000)
ParOldGen total 338944K, used 24142K [0x00000005cc400000, 0x00000005e0f00000, 0x0000000719700000)
object space 338944K, 7% used [0x00000005cc400000,0x00000005cdb939b8,0x00000005e0f00000)
Metaspace used 41397K, capacity 43002K, committed 43304K, reserved 1087488K
class space used 4722K, capacity 5078K, committed 5160K, reserved 1048576K
Event: 3.822 GC heap after
Heap after GC invocations=7 (full 2):
PSYoungGen total 523776K, used 20987K [0x0000000719700000, 0x000000073c000000, 0x00000007c0000000)
eden space 502784K, 0% used [0x0000000719700000,0x0000000719700000,0x0000000738200000)
from space 20992K, 99% used [0x0000000738a00000,0x0000000739e7ee08,0x0000000739e80000)
to space 31744K, 0% used [0x000000073a100000,0x000000073a100000,0x000000073c000000)
ParOldGen total 338944K, used 32466K [0x00000005cc400000, 0x00000005e0f00000, 0x0000000719700000)
object space 338944K, 9% used [0x00000005cc400000,0x00000005ce3b4800,0x00000005e0f00000)
Metaspace used 41397K, capacity 43002K, committed 43304K, reserved 1087488K
class space used 4722K, capacity 5078K, committed 5160K, reserved 1048576K
}
Deoptimization events (10 events):
Event: 5.314 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.315 Thread 0x00007f777c00c800 Uncommon trap: reason=unstable_if action=reinterpret pc=0x00007f776ddc6474 method=jdk.internal.org.objectweb.asm.ByteVector.putInt(I)Ljdk/internal/org/objectweb/asm/ByteVector; @ 13
Event: 5.315 Thread 0x00007f777e4c7000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x00007f776d9d9da8 method=org.apache.ignite.internal.util.future.GridFutureAdapter.onDone(Ljava/lang/Object;Ljava/lang/Throwable;Z)Z @ 40
Event: 5.316 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.316 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.317 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d718734 method=java.net.URLClassLoader.defineClass(Ljava/lang/String;Lsun/misc/Resource;)Ljava/lang/Class; @ 13
Event: 5.322 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.324 Thread 0x00007f777e4c7000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x00007f776d412e68 method=org.apache.ignite.internal.util.future.GridCompoundFuture.futuresCountNoLock()I @ 25
Event: 5.325 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7dbadc method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.330 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776dd30be0 method=org.apache.ignite.internal.processors.cache.persistence.pagemem.PageMemoryImpl.acquirePage(IJLorg/apache/ignite/internal/metric/IoStatisticsHolder;ZLjava/util/concurrent
Classes redefined (0 events):
No events
....
这几天一直在折磨我,任何提示都会有帮助,谢谢
重现此问题的简单代码
public class HelloWorld {
public static void main(String[] args) {
try (Ignite ignite = Ignition.start("example-ignite.xml")) {
IgniteCache cache = ignite.getOrCreateCache("myCache");
//put string in cache at 1st run then comment it out at 2nd run to test native persistence
cache.put(0, "222"); //will not crash if I comment out this line at 2nd run.
System.out.println(cache.get(0));
//put arrow vector in cache at 1st run then comment it out at 2nd run to test native persistence
RootAllocator allocator = new RootAllocator();
IntVector vector = new IntVector("int", allocator);
vector.allocateNew();
vector.setSafe(0, 111);
vector.setValueCount(1);
cache.put(1, vector); //crashed if I comment out this line at 2nd run.
System.out.println(cache.get(1));
}
}
}
本机持久性设置:
<property name="dataStorageConfiguration">
<bean class="org.apache.ignite.configuration.DataStorageConfiguration">
<!-- <property name="walSegmentSize" value="#{128 * 1024 * 1024}"/>-->
<property name="defaultDataRegionConfiguration">
<bean class="org.apache.ignite.configuration.DataRegionConfiguration">
<property name="persistenceEnabled" value="true"/>
</bean>
</property>
</bean>
</property>
依赖关系
<properties>
<ignite.version>2.9.1</ignite.version>
</properties>
<dependencies>
<dependency>
<groupId>org.apache.ignite</groupId>
<artifactId>ignite-core</artifactId>
<version>${ignite.version}</version>
</dependency>
<dependency>
<groupId>org.apache.ignite</groupId>
<artifactId>ignite-spring</artifactId>
<version>${ignite.version}</version>
</dependency>
<dependency>
<groupId>io.netty</groupId>
<artifactId>netty-common</artifactId>
<version>4.1.27.Final</version>
</dependency>
<dependency>
<groupId>org.apache.arrow</groupId>
<artifactId>arrow-vector</artifactId>
<version>4.0.0</version>
</dependency>
<dependency>
<groupId>org.apache.arrow.gandiva</groupId>
<artifactId>arrow-gandiva</artifactId>
<version>4.0.0</version>
</dependency>
<dependency>
<groupId>org.apache.arrow</groupId>
<artifactId>arrow-memory-netty</artifactId>
<version>4.0.0</version>
<scope>runtime</scope>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<source>1.8</source>
<target>1.8</target>
</configuration>
</plugin>
</plugins>
</build>
Apache Arrow 使用与 Apache Ignite 非常相似的 Java 堆外存储理念。对于 Apache Arrow,这意味着像 IntVector
这样的对象实际上并不将数据存储在它们的堆上布局中。它们只是存储对包含物理表示的堆外 address
缓冲区的引用。从技术上讲,它是一个 long
偏移量,指向 JVM 地址 space.
中的内存块
当您重新启动 JVM 时,地址 space 会更改。但是在您的 Apache Ignite 本机持久性中,有一条记录保存着一个旧指针。它导致 SIGSEGV
因为它不再在 JVM 地址中(事实上它在重启后甚至不存在)。
您可以使用 Apache Arrow serialization 机制将数据永久存储在 Apache Ignite 或什至其他地方。但事实上,在那之后你将失去 Apache Arrow 作为快速内存中柱状存储的宝贵价值。它最初设计用于在多个数据处理解决方案之间共享堆外数据。
因此,我相信从技术上讲,应该可以实现利用 Apache Ignite binary storage format. In that case a custom BinarySerializer。之后就可以将它与 Apache Arrow 向量一起使用 类.
<property name="binaryConfiguration">
<bean class="org.apache.ignite.configuration.BinaryConfiguration">
<property name="typeConfigurations">
<list>
<bean class="org.apache.ignite.binary.BinaryTypeConfiguration">
<property name="typeName" value="org.apache.arrow.vector.*"/>
<property name="serializer" ref="customSerializer"/>
</bean>
</list>
</property>
</bean>
</property>
我尝试将 Apache Arrow vector 放在 Ignite 中,当我关闭本机持久性时这工作正常,但在我打开本机持久性后,JVM 每次都会崩溃。 我首先创建 IntVector 然后将其放入 Ignite:
RootAllocator allocator = new RootAllocator(Long.MAX_VALUE);
IntVector intVector = new IntVector("int", allocator);
intVector.setSafe(0, 1);
igniteCache.put("key", intVector);
一开始能得到“key”运行,开启native persistence并注释掉以上代码后,JVM在调用时崩溃
IntVector intVector = (IntVector) igniteCache.get("key"); //CRASHED HERE!!!
intVector.get(0);
有以下错误(只有一部分):
#
# A fatal error has been detected by the Java Runtime Environment:
#
# SIGSEGV (0xb) at pc=0x00007f778362098d, pid=30450, tid=0x00007f7782a28700
#
# JRE version: Java(TM) SE Runtime Environment (8.0_271-b09) (build 1.8.0_271-b09)
# Java VM: Java HotSpot(TM) 64-Bit Server VM (25.271-b09 mixed mode linux-amd64 compressed oops)
# Problematic frame:
# V [libjvm.so+0xaa898d] Unsafe_GetNativeByte+0xad
#
# Failed to write core dump. Core dumps have been disabled. To enable core dumping, try "ulimit -c unlimited" before starting Java again
#
# If you would like to submit a bug report, please visit:
# http://bugreport.java.com/bugreport/crash.jsp
#
--------------- T H R E A D ---------------
Current thread (0x00007f777c00c800): JavaThread "main" [_thread_in_vm, id=30451, stack(0x00007f7782929000,0x00007f7782a29000)]
siginfo: si_signo: 11 (SIGSEGV), si_code: 1 (SEGV_MAPERR), si_addr: 0x00007f96825662d8
Registers:
RAX=0x00007f777c00c800, RBX=0x00007f777c00c800, RCX=0x00000005cc456068, RDX=0x00007f7783f9f340
RSP=0x00007f7782a27760, RBP=0x00007f7782a27790, RSI=0x0000000000000001, RDI=0x0000000000000010
R8 =0x00007f777c00c800, R9 =0x0000000000000004, R10=0x00007f776d6f2cb8, R11=0x00007f776d6f2c98
R12=0x00007f96825662d8, R13=0x00007f7782a277f8, R14=0x00007f7782a27870, R15=0x00007f7783b4e2ec
RIP=0x00007f778362098d, EFLAGS=0x0000000000010246, CSGSFS=0x002b000000000033, ERR=0x0000000000000004
TRAPNO=0x000000000000000e
Top of Stack: (sp=0x00007f7782a27760)
0x00007f7782a27760: 00000007c000e158 00007f776c47b130
0x00007f7782a27770: 0000000000000000 00007f7782a277f8
0x00007f7782a27780: 00007f7782a27870 00007f777c00c800
0x00007f7782a27790: 00007f7782a277e0 00007f776d6f2d28
0x00007f7782a277a0: 00000005cc456068 00007f747f23c1e0
0x00007f7782a277b0: 00007f7782a27800 00000000000000b6
0x00007f7782a277c0: 0000000000000000 00007f747f23d03e
0x00007f7782a277d0: 00007f7782a27870 00007f777c00c800
0x00007f7782a277e0: 00007f7782a27850 00007f776d0079c0
0x00007f7782a277f0: 00007f776d0079c0 00007f96825662d8
0x00007f7782a27800: 000000071e23bbd0 00000005cc456068
0x00007f7782a27810: 00007f7782a27810 00007f747f23d03e
0x00007f7782a27820: 00007f7782a27870 00007f747f2ec4e0
0x00007f7782a27830: 0000000000000000 00007f747f23d068
0x00007f7782a27840: 00007f7782a277f8 00007f7782a27860
0x00007f7782a27850: 00007f7782a278b8 00007f776d0079c0
0x00007f7782a27860: 0000000000000000 00007f776d023f9f
0x00007f7782a27870: 000000071e23bbd0 00007f7782a27878
0x00007f7782a27880: 00007f74807265aa 00007f7782a278e8
0x00007f7782a27890: 00007f748072d228 0000000000000000
0x00007f7782a278a0: 00007f7480726608 00007f7782a27860
0x00007f7782a278b0: 00007f7782a278e0 00007f7782a27930
0x00007f7782a278c0: 00007f776d007d00 0000000000000000
0x00007f7782a278d0: 0000000000000000 0000000000000000
0x00007f7782a278e0: 0000000000000000 000000071b339de8
0x00007f7782a278f0: 00007f7782a278f0 00007f748071d730
0x00007f7782a27900: 00007f7782a27948 00007f747f239028
0x00007f7782a27910: 0000000000000000 00007f748071d778
0x00007f7782a27920: 00007f7782a278e0 00007f7782a27940
0x00007f7782a27930: 00007f7782a27998 00007f776d007d00
0x00007f7782a27940: 0000000000000000 000000071b339de8
0x00007f7782a27950: 00000005cc55ec98 00007f7782a27958
Instructions: (pc=0x00007f778362098d)
0x00007f778362096d: ff 48 8d 05 73 6f 4f 00 c7 83 70 02 00 00 06 00
0x00007f778362097d: 00 00 8b 38 e8 12 61 75 ff c6 80 94 02 00 00 01
0x00007f778362098d: 45 0f b6 34 24 c6 80 94 02 00 00 00 4c 8b 63 48
0x00007f778362099d: 49 8b 44 24 10 4d 8b 6c 24 08 48 83 38 00 74 1c
Register to memory mapping:
RAX=0x00007f777c00c800 is a thread
RBX=0x00007f777c00c800 is a thread
RCX=0x00000005cc456068 is an oop
sun.misc.Unsafe
- klass: 'sun/misc/Unsafe'
RDX=0x00007f7783f9f340: <offset 0x1e340> in /lib/x86_64-linux-gnu/libpthread.so.0 at 0x00007f7783f81000
RSP=0x00007f7782a27760 is pointing into the stack for thread: 0x00007f777c00c800
RBP=0x00007f7782a27790 is pointing into the stack for thread: 0x00007f777c00c800
RSI=0x0000000000000001 is an unknown value
RDI=0x0000000000000010 is an unknown value
R8 =0x00007f777c00c800 is a thread
R9 =0x0000000000000004 is an unknown value
R10=0x00007f776d6f2cb8 is at entry_point+56 in (nmethod*)0x00007f776d6f2b10
R11=0x00007f776d6f2c98 is at entry_point+24 in (nmethod*)0x00007f776d6f2b10
R12=0x00007f96825662d8 is an unknown value
R13=0x00007f7782a277f8 is pointing into the stack for thread: 0x00007f777c00c800
R14=0x00007f7782a27870 is pointing into the stack for thread: 0x00007f777c00c800
R15=0x00007f7783b4e2ec: <offset 0xfd62ec> in /usr/lib/jvm/jdk1.8.0_271/jre/lib/amd64/server/libjvm.so at 0x00007f7782b78000
Stack: [0x00007f7782929000,0x00007f7782a29000], sp=0x00007f7782a27760, free space=1017k
Native frames: (J=compiled Java code, j=interpreted, Vv=VM code, C=native code)
V [libjvm.so+0xaa898d] Unsafe_GetNativeByte+0xad
J 2166 sun.misc.Unsafe.getByte(J)B (0 bytes) @ 0x00007f776d6f2d28 [0x00007f776d6f2c80+0xa8]
j org.apache.arrow.memory.ArrowBuf.getByte(J)B+14
j org.apache.arrow.vector.BaseFixedWidthVector.isSet(I)I+10
j org.apache.arrow.vector.IntVector.get(I)I+8
j org.apache.ignite.examples.test.MainApplication.main([Ljava/lang/String;)V+99
v ~StubRoutines::call_stub
V [libjvm.so+0x68c2ba] JavaCalls::call_helper(JavaValue*, methodHandle*, JavaCallArguments*, Thread*)+0xe1a
V [libjvm.so+0x6d8700] jni_invoke_static(JNIEnv_*, JavaValue*, _jobject*, JNICallType, _jmethodID*, JNI_ArgumentPusher*, Thread*) [clone .isra.98] [clone .constprop.118]+0x1f0
V [libjvm.so+0x6da9fb] jni_CallStaticVoidMethod+0x15b
C [libjli.so+0x889c] JavaMain+0xa3c
C [libpthread.so.0+0x9609] start_thread+0xd9
Java frames: (J=compiled Java code, j=interpreted, Vv=VM code)
J 2166 sun.misc.Unsafe.getByte(J)B (0 bytes) @ 0x00007f776d6f2cb8 [0x00007f776d6f2c80+0x38]
j org.apache.arrow.memory.ArrowBuf.getByte(J)B+14
j org.apache.arrow.vector.BaseFixedWidthVector.isSet(I)I+10
j org.apache.arrow.vector.IntVector.get(I)I+8
j org.apache.ignite.examples.test.MainApplication.main([Ljava/lang/String;)V+99
v ~StubRoutines::call_stub
Java Threads: ( => current thread )
0x00007f772c097000 JavaThread "mgmt-#73" [_thread_blocked, id=30583, stack(0x00007f747f439000,0x00007f747f53a000)]
0x00007f76b000d000 JavaThread "checkpoint-runner-#72" [_thread_blocked, id=30582, stack(0x00007f747f53a000,0x00007f747f63b000)]
0x00007f76b000b000 JavaThread "checkpoint-runner-#71" [_thread_blocked, id=30581, stack(0x00007f747f63b000,0x00007f747f73c000)]
0x00007f76b0009000 JavaThread "checkpoint-runner-#70" [_thread_blocked, id=30580, stack(0x00007f747f73c000,0x00007f747f83d000)]
0x00007f76b0006800 JavaThread "checkpoint-runner-#69" [_thread_blocked, id=30579, stack(0x00007f747f83d000,0x00007f747f93e000)]
0x00007f772c072800 JavaThread "db-checkpoint-thread-#68" [_thread_in_native, id=30578, stack(0x00007f747f93e000,0x00007f747fa3f000)]
....
GC Heap History (10 events):
Event: 3.808 GC heap before
{Heap before GC invocations=7 (full 2):
PSYoungGen total 383488K, used 365568K [0x0000000719700000, 0x000000073b300000, 0x00000007c0000000)
eden space 365568K, 100% used [0x0000000719700000,0x000000072fc00000,0x000000072fc00000)
from space 17920K, 0% used [0x000000073a180000,0x000000073a180000,0x000000073b300000)
to space 20992K, 0% used [0x0000000738a00000,0x0000000738a00000,0x0000000739e80000)
ParOldGen total 338944K, used 24142K [0x00000005cc400000, 0x00000005e0f00000, 0x0000000719700000)
object space 338944K, 7% used [0x00000005cc400000,0x00000005cdb939b8,0x00000005e0f00000)
Metaspace used 41397K, capacity 43002K, committed 43304K, reserved 1087488K
class space used 4722K, capacity 5078K, committed 5160K, reserved 1048576K
Event: 3.822 GC heap after
Heap after GC invocations=7 (full 2):
PSYoungGen total 523776K, used 20987K [0x0000000719700000, 0x000000073c000000, 0x00000007c0000000)
eden space 502784K, 0% used [0x0000000719700000,0x0000000719700000,0x0000000738200000)
from space 20992K, 99% used [0x0000000738a00000,0x0000000739e7ee08,0x0000000739e80000)
to space 31744K, 0% used [0x000000073a100000,0x000000073a100000,0x000000073c000000)
ParOldGen total 338944K, used 32466K [0x00000005cc400000, 0x00000005e0f00000, 0x0000000719700000)
object space 338944K, 9% used [0x00000005cc400000,0x00000005ce3b4800,0x00000005e0f00000)
Metaspace used 41397K, capacity 43002K, committed 43304K, reserved 1087488K
class space used 4722K, capacity 5078K, committed 5160K, reserved 1048576K
}
Deoptimization events (10 events):
Event: 5.314 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.315 Thread 0x00007f777c00c800 Uncommon trap: reason=unstable_if action=reinterpret pc=0x00007f776ddc6474 method=jdk.internal.org.objectweb.asm.ByteVector.putInt(I)Ljdk/internal/org/objectweb/asm/ByteVector; @ 13
Event: 5.315 Thread 0x00007f777e4c7000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x00007f776d9d9da8 method=org.apache.ignite.internal.util.future.GridFutureAdapter.onDone(Ljava/lang/Object;Ljava/lang/Throwable;Z)Z @ 40
Event: 5.316 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.316 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.317 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d718734 method=java.net.URLClassLoader.defineClass(Ljava/lang/String;Lsun/misc/Resource;)Ljava/lang/Class; @ 13
Event: 5.322 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7db69c method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.324 Thread 0x00007f777e4c7000 Uncommon trap: reason=unstable_if action=reinterpret pc=0x00007f776d412e68 method=org.apache.ignite.internal.util.future.GridCompoundFuture.futuresCountNoLock()I @ 25
Event: 5.325 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776d7dbadc method=org.apache.ignite.internal.util.StripedCompositeReadWriteLock.curIdx()I @ 5
Event: 5.330 Thread 0x00007f777c00c800 Uncommon trap: reason=class_check action=maybe_recompile pc=0x00007f776dd30be0 method=org.apache.ignite.internal.processors.cache.persistence.pagemem.PageMemoryImpl.acquirePage(IJLorg/apache/ignite/internal/metric/IoStatisticsHolder;ZLjava/util/concurrent
Classes redefined (0 events):
No events
....
这几天一直在折磨我,任何提示都会有帮助,谢谢
重现此问题的简单代码
public class HelloWorld {
public static void main(String[] args) {
try (Ignite ignite = Ignition.start("example-ignite.xml")) {
IgniteCache cache = ignite.getOrCreateCache("myCache");
//put string in cache at 1st run then comment it out at 2nd run to test native persistence
cache.put(0, "222"); //will not crash if I comment out this line at 2nd run.
System.out.println(cache.get(0));
//put arrow vector in cache at 1st run then comment it out at 2nd run to test native persistence
RootAllocator allocator = new RootAllocator();
IntVector vector = new IntVector("int", allocator);
vector.allocateNew();
vector.setSafe(0, 111);
vector.setValueCount(1);
cache.put(1, vector); //crashed if I comment out this line at 2nd run.
System.out.println(cache.get(1));
}
}
}
本机持久性设置:
<property name="dataStorageConfiguration">
<bean class="org.apache.ignite.configuration.DataStorageConfiguration">
<!-- <property name="walSegmentSize" value="#{128 * 1024 * 1024}"/>-->
<property name="defaultDataRegionConfiguration">
<bean class="org.apache.ignite.configuration.DataRegionConfiguration">
<property name="persistenceEnabled" value="true"/>
</bean>
</property>
</bean>
</property>
依赖关系
<properties>
<ignite.version>2.9.1</ignite.version>
</properties>
<dependencies>
<dependency>
<groupId>org.apache.ignite</groupId>
<artifactId>ignite-core</artifactId>
<version>${ignite.version}</version>
</dependency>
<dependency>
<groupId>org.apache.ignite</groupId>
<artifactId>ignite-spring</artifactId>
<version>${ignite.version}</version>
</dependency>
<dependency>
<groupId>io.netty</groupId>
<artifactId>netty-common</artifactId>
<version>4.1.27.Final</version>
</dependency>
<dependency>
<groupId>org.apache.arrow</groupId>
<artifactId>arrow-vector</artifactId>
<version>4.0.0</version>
</dependency>
<dependency>
<groupId>org.apache.arrow.gandiva</groupId>
<artifactId>arrow-gandiva</artifactId>
<version>4.0.0</version>
</dependency>
<dependency>
<groupId>org.apache.arrow</groupId>
<artifactId>arrow-memory-netty</artifactId>
<version>4.0.0</version>
<scope>runtime</scope>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<source>1.8</source>
<target>1.8</target>
</configuration>
</plugin>
</plugins>
</build>
Apache Arrow 使用与 Apache Ignite 非常相似的 Java 堆外存储理念。对于 Apache Arrow,这意味着像 IntVector
这样的对象实际上并不将数据存储在它们的堆上布局中。它们只是存储对包含物理表示的堆外 address
缓冲区的引用。从技术上讲,它是一个 long
偏移量,指向 JVM 地址 space.
当您重新启动 JVM 时,地址 space 会更改。但是在您的 Apache Ignite 本机持久性中,有一条记录保存着一个旧指针。它导致 SIGSEGV
因为它不再在 JVM 地址中(事实上它在重启后甚至不存在)。
您可以使用 Apache Arrow serialization 机制将数据永久存储在 Apache Ignite 或什至其他地方。但事实上,在那之后你将失去 Apache Arrow 作为快速内存中柱状存储的宝贵价值。它最初设计用于在多个数据处理解决方案之间共享堆外数据。
因此,我相信从技术上讲,应该可以实现利用 Apache Ignite binary storage format. In that case a custom BinarySerializer。之后就可以将它与 Apache Arrow 向量一起使用 类.
<property name="binaryConfiguration">
<bean class="org.apache.ignite.configuration.BinaryConfiguration">
<property name="typeConfigurations">
<list>
<bean class="org.apache.ignite.binary.BinaryTypeConfiguration">
<property name="typeName" value="org.apache.arrow.vector.*"/>
<property name="serializer" ref="customSerializer"/>
</bean>
</list>
</property>
</bean>
</property>