Beyond JVM - YOW! Sydney 2013

"Beyond JVM; or How to Boil the Ocean in Seven Years" as delivered at YOW! 2013 in Sydney.

Transcript

1. Beyond JVM or, How to Boil the Ocean in Seven Years
4. +
5. We Like the JVM
6. No platform-specific compilation needed.
7. No native library dependencies
8. Optimizing JIT compiler
9. Magical black box that runs our code
10. Things We Like About JVM • Bytecode intermediate form • Freedom from native libraries • Optimizing JIT • It just works (usually)
11. Things That Make JRuby Difficult • Bytecode intermediate form • Optimizing JIT • Freedom from native libraries • It just works (usually)
12. Things That Make JRuby Difficult • Startup time sucks • JNI is a massive pain to use • Hard to get unusual languages to optimize • Core is in C++ that we can’t touch
18. There must be a way!
19. Startup Time
21. Java-Heavy JDK • + Less native code to maintain • + Easier portability • + Easier to swap out native side • – Takes longer to warm up
22. JVM Bytecode JVM Language Bytecode Interpreter Bytecode JIT Native Code Time
23. JVM Bytecode JVM Language Bytecode Interpreter Bytecode JIT Native Code
24. Save JITed Code? • Code will change across runs • Often has specific memory addresses • May optimize object layout differently • Which JIT output? • Client, Server, Tiered (1-4)
25. JRuby Startup -e 1 gem --help rake -T 0 2.5 5 7.5 10 C Ruby JRuby
26. Tweaking Flags • -client mode • -XX:+TieredCompilation -XX:TieredStopAtLevel=1 • -X-C to disable JRuby’s compiler • Heap sizes, code verification, etc etc
27. JRuby Startup -e 1 gem --help rake -T 0 2.5 5 7.5 10 C Ruby JRuby JRuby (best)
28. Nailgun? • Keep a single JVM running in background • Toss commands over to it • It stays hot, so code starts faster • Hard to clean up all state (e.g. threads) • Can’t get access to user’s terminal
29. Drip • Start a new JVM after each command • Pre-boot JVM plus optional code • Analyze command line for differences • Age out unused instances • https://github.com/flatland/drip
30. $ export JAVACMD=`which drip` ! $ time jruby -e 1 ! real 0m1.655s user 0m4.486s sys 0m0.231s ! $ time jruby -e 1 ! real 0m0.577s user 0m0.052s sys 0m0.065s
31. JRuby Startup -e 1 gem --help rake -T 0 2.5 5 7.5 10 C Ruby JRuby JRuby (best) JRuby (drip)
32. $ export DRIP_INIT_CLASS=org.jruby.main.DripMain ! $ export DRIP_INIT="" ! $ time jruby -e 1 ! real 0m0.580s user 0m0.052s sys 0m0.063s ! $ time jruby -e 1 ! real 0m0.155s user 0m0.049s sys 0m0.058s
33. public class DripMain {! public static RubyInstanceConfig DRIP_CONFIG;! public static Ruby DRIP_RUNTIME;! ! public static final String JRUBY_DRIP_WARMUP_ENV = "JRUBY_DRIP_WARMUP";! public static final String JRUBY_DRIP_WARMUP_DEFAULT = "1 + 1";! public static final String JRUBY_DRIP_PREBOOT_FILE = "./dripmain.rb";! ! public static void main(String[] args) throws IOException {! // warmup JVM first! Ruby ruby = Ruby.newInstance();! ! String envWarmup = System.getenv(JRUBY_DRIP_WARMUP_ENV);! if (envWarmup != null && envWarmup.length() > 0) {! ruby.evalScriptlet(envWarmup);! } else {! ruby.evalScriptlet(JRUBY_DRIP_WARMUP_DEFAULT);! }! ! // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! ! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);! ! if (dripMain.exists()) {! FileInputStream fis = new FileInputStream(dripMain);! try {! ruby.getLoadService().load(dripMain.getAbsolutePath(), false);! } finally {! fis.close();! }! }! ! // use config and runtime from preboot process! DRIP_CONFIG = config;! DRIP_RUNTIME = ruby;! }! }!
34. public static final String JRUBY_DRIP_WARMUP_ENV = "JRUBY_DRI public static final String JRUBY_DRIP_WARMUP_DEFAULT = "1 + 1 public static final String JRUBY_DRIP_PREBOOT_FILE = "./dripm public static void main(String[] args) throws IOException {! // warmup JVM first! Ruby ruby = Ruby.newInstance();! String envWarmup = System.getenv(JRUBY_DRIP_WARMUP_ENV);! if (envWarmup != null && envWarmup.length() > 0) {! ruby.evalScriptlet(envWarmup);! } else {! ruby.evalScriptlet(JRUBY_DRIP_WARMUP_DEFAULT);! }! // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);!
35. public static final String JRUBY_DRIP_WARMUP_ENV = "JRUBY_DRI public static final String JRUBY_DRIP_WARMUP_DEFAULT = "1 + 1 public static final String JRUBY_DRIP_PREBOOT_FILE = "./dripm public static void main(String[] args) throws IOException {! // warmup JVM first! Ruby ruby = Ruby.newInstance();! String envWarmup = System.getenv(JRUBY_DRIP_WARMUP_ENV);! if (envWarmup != null && envWarmup.length() > 0) {! ruby.evalScriptlet(envWarmup);! } else {! ruby.evalScriptlet(JRUBY_DRIP_WARMUP_DEFAULT);! }! // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);!
36. public static final String JRUBY_DRIP_WARMUP_ENV = "JRUBY_DRI public static final String JRUBY_DRIP_WARMUP_DEFAULT = "1 + 1 public static final String JRUBY_DRIP_PREBOOT_FILE = "./dripm public static void main(String[] args) throws IOException {! // warmup JVM first! Ruby ruby = Ruby.newInstance();! String envWarmup = System.getenv(JRUBY_DRIP_WARMUP_ENV);! if (envWarmup != null && envWarmup.length() > 0) {! ruby.evalScriptlet(envWarmup);! } else {! ruby.evalScriptlet(JRUBY_DRIP_WARMUP_DEFAULT);! }! // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);!
37. // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);! if (dripMain.exists()) {! FileInputStream fis = new FileInputStream(dripMain);! try {! ruby.getLoadService().load(dripMain.getAbsolutePa } finally {! fis.close();! }! }! // use config and runtime from preboot process! DRIP_CONFIG = config;! DRIP_RUNTIME = ruby;! }!
38. // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);! if (dripMain.exists()) {! FileInputStream fis = new FileInputStream(dripMain);! try {! ruby.getLoadService().load(dripMain.getAbsolutePa } finally {! fis.close();! }! }! // use config and runtime from preboot process! DRIP_CONFIG = config;! DRIP_RUNTIME = ruby;! }!
39. // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);! if (dripMain.exists()) {! FileInputStream fis = new FileInputStream(dripMain);! try {! ruby.getLoadService().load(dripMain.getAbsolutePa } finally {! fis.close();! }! }! // use config and runtime from preboot process! DRIP_CONFIG = config;! DRIP_RUNTIME = ruby;! }!
40. // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);! if (dripMain.exists()) {! FileInputStream fis = new FileInputStream(dripMain);! try {! ruby.getLoadService().load(dripMain.getAbsolutePa } finally {! fis.close();! }! }! // use config and runtime from preboot process! DRIP_CONFIG = config;! DRIP_RUNTIME = ruby;! }!
41. // preboot actual runtime! Ruby.clearGlobalRuntime();! File dripMain = new File(JRUBY_DRIP_PREBOOT_FILE);! RubyInstanceConfig config = new RubyInstanceConfig();! ruby = Ruby.newInstance(config);! if (dripMain.exists()) {! FileInputStream fis = new FileInputStream(dripMain);! try {! ruby.getLoadService().load(dripMain.getAbsolutePa } finally {! fis.close();! }! }! // use config and runtime from preboot process! DRIP_CONFIG = config;! DRIP_RUNTIME = ruby;! }!
42. JRuby Startup -e 1 gem --help rake -T 0 2.5 5 7.5 10 C Ruby JRuby JRuby (best) JRuby (drip) JRuby (drip init)
43. $ cat dripmain.rb # Preload some code Rails always needs require File.expand_path('../config/application', __FILE__)
44. JRuby Startup rake -T 0 2.5 5 7.5 10 C Ruby JRuby JRuby (best) JRuby (drip) JRuby (drip init) JRuby (dripmain)
45. JRuby Startup rake -T 0 0.275 0.55 0.825 1.1 C Ruby JRuby (dripmain)
46. Native Interop
47. ???? JVM World Native World
50. JNI
51. User Code JNI call JNI impl Target Library Java C/native
52. public class GetPidJNI {! public static native long getpid();! ! public static void main( String[] args ) {! getpid();! }! ! static {! System.load(! System.getProperty("user.dir") +! "/getpidjni.dylib");! }! } JNI
53. /* DO NOT EDIT THIS FILE - it is machine generated */! #include <jni.h>! /* Header for class com_headius_jnr_presentation_GetPidJNI */! ! #ifndef _Included_com_headius_jnr_presentation_GetPidJNI! #define _Included_com_headius_jnr_presentation_GetPidJNI! #ifdef __cplusplus! extern "C" {! #endif! /*! * Class: com_headius_jnr_presentation_GetPidJNI! * Method: getpid! * Signature: ()J! */! JNIEXPORT jlong JNICALL Java_com_headius_jnr_1presentation_GetPidJNI_getpid! (JNIEnv *, jclass);! ! #ifdef __cplusplus! }! #endif! #endif JNI
54. #include "com_headius_jnr_presentation_GetPidJNI.h"! ! jlong JNICALL Java_com_headius_jnr_1presentation_GetPidJNI_getpid! (JNIEnv *env, jclass c) {! ! return getpid();! } JNI
55. $ gcc -I $JAVA_HOME/include -I $JAVA_HOME/include/darwin -L $JAVA_HOME/jre/lib/ -dynamiclib -ljava -o getpidjni.dylib com_headius_jnr_presentation_GetPidJNI. c! ! $ java -Djava.library.path=`pwd` -cp target/jnr_presentation-1.0- SNAPSHOT.jar com.headius.jnr_presentation.GetPidJNI JNI
56. There Must Be A Better Way
57. User Code JNI call JNI impl Target Library Java C/native
58. User Code JNI call JNI impl Target Library Java C/native
59. Java Native Runtime • Java API • for calling Native code • supported by a rich Runtime library • You may be familiar with JNA • Foreign Function Interface (FFI) • https://github.com/jnr
60. User Code JNR stub JNI call JNI impl libffi Target Library Java C/native
61. import jnr.ffi.LibraryLoader;! import jnr.ffi.annotations.IgnoreError;! ! public class GetPidJNRExample {! public interface GetPid {! long getpid();! }! ! public static void main( String[] args ) {! GetPid getpid = LibraryLoader! .create(GetPid.class)! .load("c");! ! getpid.getpid();! }! } JNR
62. Layered Runtime jffi jnr-ffi libffi jnr-posix jnr-constants ! jnr-enxio jnr-x86asm jnr-unixsocket etc etc
63. jffi Platforms • Darwin (OS X): universal (+ppc?) • Linux: i386, x86_64, arm, ppc, ppc64, s390x • Windows: i386, x86_64 • FreeBSD, OpenBSD: i386, x86_64 • SunOS: i386, x86_64, sparc, sparcv9 • AIX: ppc • OpenVMS, AS/400: builds out there somewhere • If your platform isn't here, contribute a build
64. jnr-ffi • User-oriented API • Roughly equivalent to what JNA gives you • Functions, structs, callbacks, memory • https://github.com/jnr/jnr-ffi
65. jnr-posix • Pre-bound set of POSIX functions • Mostly driven by what JRuby, Jython use • Goal: 100% of POSIX bound to Java
66. public int chmod(String string, int i);! public int chown(String string, int i, int i1);! public int execv(String string, String[] strings);! public int execve(String string, String[] strings, String[] strings1);! public int fork();! public int seteuid(int i);! public int getgid();! public String getlogin();! public int getpgid();! public int getpgid(int i);! public int getpgrp();! public int getpid();! public int getppid();! public Passwd getpwent();! public Passwd getpwuid(int i);! public Passwd getpwnam(String string);! public Group getgrgid(int i);! public Group getgrnam(String string);! public int getuid();! public boolean isatty(FileDescriptor fd);! public int kill(int i, int i1);! public int symlink(String string, String string1);! public int link(String string, String string1);! public String readlink(String string) throws IOException;! public String getenv(String string);! public int setenv(String string, String string1, int i);! public int unsetenv(String string);! public int getpriority(int i, int i1);! public int setpriority(int i, int i1, int i2);! public int setuid(int i);! public FileStat stat(String string);! public int stat(String string, FileStat fs);! public int umask(int i);! public Times times();! public int utimes(String string, long[] longs, long[] longs1);! public int waitpid(int i, int[] ints, int i1);! public int wait(int[] ints);! public int errno();! public void errno(int i);! public int posix_spawnp(String string, List<? extends SpawnFileAction> list, List<? extends CharSequence> list1, List<? extends CharSequence> list2);
67. POSIX posix = POSIXFactory.getPOSIX(! new MyPOSIXHandler(this),! isNativeEnabled);
68. public interface POSIXHandler {! public void error(Errno errno, String string);! public void unimplementedError(String string);! public void warn(WARNING_ID wrngd, String string, Object[] os);! public boolean isVerbose();! public File getCurrentWorkingDirectory();! public String[] getEnv();! public InputStream getInputStream();! public PrintStream getOutputStream();! public int getPID();! public PrintStream getErrorStream();! }
69. public int chmod(String string, int i);! public int chown(String string, int i, int i1);! public int kill(int i, int i1);! public int getpriority(int i, int i1);! public int setpriority(int i, int i1, int i2);! public int waitpid(int i, int[] ints, int i1);! public int wait(int[] ints);! public int errno();! public void errno(int i);
70. jnr-constants • C/preprocessor constants in enum form • Generator code to run on each platform • Several pregenerated sets for jnr-posix
71. public int open(String string, int flags, int mode);! public int socket(int i, int i1);
72. jnr-enxio • Extended Native X-platform IO • NIO-compatible JNR-backed IO library • Read, write, select (kqueue, epoll, etc) • Low-level fcntl control • https://github.com/jnr/jnr-enxio
73. public class NativeSocketChannel! extends AbstractSelectableChannel! implements ByteChannel, NativeSelectableChannel {! public NativeSocketChannel(int fd);! public NativeSocketChannel(int fd, int ops);! public final int validOps();! public final int getFD();! public int read(ByteBuffer dst) throws IOException;! public int write(ByteBuffer src) throws IOException! public void shutdownInput() throws IOException;! public void shutdownOutput() throws IOException;! }
74. jnr-unixsocket • UNIX sockets for NIO • Built atop jnr-enxio • Fully selectable, etc • https://github.com/jnr/jnr-unixsocket
75. What Else? • NIO, NIO.2 • Native IO, symlinks, FS-walking, • Unmanaged memory • Selectable stdio, process IO • Low-level or other sockets (UNIX, ICMP, ...) • New APIs (graphics, crypto, OS, ...)
76. How Does It Perform?
77. Performance • Generated code leading to JNI call • Generated assembly version of native part • jnr-x86asm: Generate and link ASM • Used internally by jnr • https://github.com/jnr/jnr-x86asm
78. getpid calls, 100M times 1ms 10ms 100ms 1000ms 10000ms 100000ms JNA getpid JNR getpid
79. import jnr.ffi.LibraryLoader;! import jnr.ffi.annotations.IgnoreError;! ! public class GetPidJNRExample {! public interface GetPid {! @IgnoreError! long getpid();! }! ! public static void main( String[] args ) {! GetPid getpid = LibraryLoader! .create(GetPid.class)! .load("c");! ! getpid.getpid();! }! } @IgnoreError
80. getpid calls, 100M times 0ms 500ms 1000ms 1500ms 2000ms JNR getpid JNR getpid @IgnoreError
81. getpid calls, 100M times 0ms 500ms 1000ms 1500ms 2000ms JNR getpid JNI JNR @IgnoreError GCC -O3 But There's More to Do
82. JVM Help is Coming • Standard FFI API in JDK • JIT intelligence • Drop JNI overhead where possible • Bind native call directly at call site • Security policies, segv protection, etc • Time for an FFI JSR
83. Language Performance
84. History • JVM authors mentioned non-Java languages • Language authors have targeted JVM • Hundreds of JVM languages now • But JVM was a mismatch for many of them • Usually required tricks that defeated JVM optimizations • Or required features JDK could not provide
85. JVM Opcodes Invocation invokevirtual! invokeinterface! invokestatic! invokespecial Field Access getfield! setfield! getstatic! setstatic Array Access *aload! *astore! b,s,c,i,l,d,f,a Stack Local Vars Flow Control Allocation Boolean and Numeric
86. Goals of JSR 292 • A user-definable bytecode • Full freedom to define VM behavior • Fast method pointers + adapters • Optimizable like normal Java code • Avoid future modifications
87. Invoke // Static! System.currentTimeMillis()! Math.log(1.0)
88. Invoke // Static! System.currentTimeMillis()! Math.log(1.0)! ! // Virtual! "hello".toUpperCase()! System.out.println()
89. Invoke // Static! System.currentTimeMillis()! Math.log(1.0)! ! // Virtual! "hello".toUpperCase()! System.out.println()! ! // Interface! myList.add("happy happy")! myRunnable.run()
90. Invoke // Static! System.currentTimeMillis()! Math.log(1.0)! ! // Virtual! "hello".toUpperCase()! System.out.println()! ! // Interface! myList.add("happy happy")! myRunnable.run()! ! // Constructor and super! new ArrayList()! super.equals(other)
91. // Static! invokestatic java/lang/System.currentTimeMillis:()J! invokestatic java/lang/Math.log:(D)D! ! // Virtual! invokevirtual java/lang/String.toUpperCase:()Ljava/lang/String;! invokevirtual java/io/PrintStream.println:()V! ! // Interface! invokeinterface java/util/List.add:(Ljava/lang/Object;)Z! invokeinterface java/lang/Runnable.add:()V! ! // Special! invokespecial java/util/ArrayList.<init>:()V! invokespecial java/lang/Object.equals:(java/lang/Object)Z invokestatic invokevirtual invokeinterface invokespecial
92. invokestatic! 1. Confirm arguments are of correct type 2. Look up method on Java class 3. Cache method 4. Invoke method invokevirtual! 1. Confirm object is of correct type 2. Confirm arguments are of correct type 3. Look up method on Java class 4. Cache method 5. Invoke method invokeinterface! 1. Confirm object’s type implements interface 2. Confirm arguments are of correct type 3. Look up method on Java class 4. Cache method 5. Invoke method invokespecial! 1. Confirm object is of correct type 2. Confirm arguments are of correct type 3. Confirm target method is visible 4. Look up method on Java class 5. Cache method 6. Invoke method invokestatic invokevirtual invokeinterface invokespecial invokedynamic! 1. Call your bootstrap code 2. Bootstrap wires up a target function 3. Target function invoked directly until you change it
93. method handles invokedynamic bytecode bootstrap m ethod target method
94. Does It Work?
95. Indy Languages • New language impls • JavaScript: Dyn.js and Nashorn • Redline Smalltalk • Improved language performance • JRuby, Groovy, Jython • Java features too!
96. Times Faster than Ruby 1.9.3 0 1.25 2.5 3.75 5 base64 richards neural redblack 4.32 3.66 3.44 2.658 1.565 1.914 1.538 1.346 JRuby/Java 6 JRuby/Java 7
97. red/black tree, pure Ruby versus native ruby-2.0.0 + Ruby ruby-2.0.0 + C ext jruby + Ruby Runtime per iteration 0 0.75 1.5 2.25 3 0.29s 0.51s 2.48s
98. Caveat Emptor • Indy was really slow in first Java 7 release • Got fast in 7u2...and turned out broken • Rewritten for 7u40 • Slow to warm up • Still some issues (memory use, etc) • Java 8 due in March…
99. All That C++
100. Out of our control Written in C++ JVM Bytecode JVM Language Bytecode Interpreter Bytecode JIT Native Code
101. What If… • The JVM’s JIT optimizer were written in Java • You could customize how the JIT works for your language or library • JITed code could directly make native calls
102. Graal • A 100% Java-based JIT framework • Grew out of the 100% Java “Maxine” JVM • Backends to assembly or HotSpot IR • Directly control code generation • Build a language without using JVM bytecode • http://openjdk.java.net/projects/graal/
103. Plain Java APIs Under your control Graal Intermediate Representation JVM Language Graal Optimizer Native Code Your Optimizations
104. However… • Not everyone is a compiler writer • Graal’s IR is low-level and nontrivial • Need to understand JVM internals • Need some understanding of CPU
105. The Dream • Design your language • ??? • PROFIT
106. What We Want • Design your language • Write an interpreter • PROFIT
107. Truffle • Language framework built on Graal • Designed to fulfill the dream • Implement interpreter • Truffle feeds that to backend • No compiler expertise needed • https://wiki.openjdk.java.net/display/Graal/Truffle+FAQ+and+Guidelines
108. Truffle AST JVM Language Graal Intermediate Representation Graal Optimizer Native Code All we need
111. What Have We Learned?
112. The JVM has its problems, but we can fix them.
113. OpenJDK and all these solutions are really, truly, open source.
114. Nothing is impossible.
115. Thank you! • Charles Oliver Nutter • @headius, headius@headius.com • http://blog.headius.com