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GraalVM native-image #7884
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I could successfully build
Naively trying to run it fails, but it fails fast, which is encouraging:
|
I've attempted this with the resource processor tool for Android before, and ended up having to specify almost all of the classes for option configuration using |
CC @meisterT |
I'm continuing to toy around. Using the following reflection config json via [
{
"name": "com.google.devtools.build.lib.bazel.BazelStartupOptionsModule",
"allPublicConstructors" : true
}
] The build now fails with:
I'm not a Java expert but apparently this has to do with 2 classes using |
Looking at https://github.com/bazelbuild/bazel/blob/master/src/main/java/com/google/devtools/build/lib/UnixJniLoader.java, it seems it's called from multiple locations, which may be the reason why it's choking. |
I got further by adding |
I think I found the root cause https://github.com/oracle/graal/blob/master/substratevm/LIMITATIONS.md#static-initializers:
|
Here is my quick and very dirty reflection configuration json: [
{
"name": "java.lang.Class",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.buildeventservice.BuildEventServiceModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.buildeventservice.BazelBuildEventServiceModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.metrics.MetricsModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.ssd.SsdModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.dynamic.DynamicExecutionModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.standalone.StandaloneModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.skylarkdebug.module.SkylarkDebuggerModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.runtime.mobileinstall.MobileInstallModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.runtime.CacheFileDigestsModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.runtime.BazelFileSystemModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.runtime.BuiltinCommandModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.runtime.CommandLogModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.runtime.NoSpawnCacheModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.sandbox.SandboxModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.repository.skylark.SkylarkRepositoryModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.repository.CacheHitReportingModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.repository.RepositoryResolvedModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.BazelRepositoryModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.BazelStartupOptionsModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.BazelWorkspaceStatusModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.rules.cpp.BazelCcModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.rules.BazelStrategyModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.rules.BazelRulesModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.BazelBuiltinCommandModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.debug.WorkspaceRuleModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.packages.SkylarkNativeModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.skylarkinterface.SkylarkModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.rules.proto.BazelProtoModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.rules.test.SkylarkTestingModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.rules.cpp.CcModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.syntax.StringModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.profiler.memory.AllocationTrackerModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.profiler.callcounts.CallcountsModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.coverage.BazelCoverageReportModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.BazelDiffAwarenessModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.LicenseCheckingModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.bazel.SpawnLogModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.worker.WorkerModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.runtime.BuildSummaryStatsModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
},
{
"name": "com.google.devtools.build.lib.remote.RemoteModule",
"allDeclaredConstructors" : true,
"allPublicConstructors" : true,
"allDeclaredMethods" : true,
"allPublicMethods" : true,
"allDeclaredClasses" : true,
"allPublicClasses" : true
}
] |
So there is a However, I got multiple fails because something is using So what I did was go call in and register all the classes in
So I guess this is probably the end of the road for me for now. It seems somebody with a better understanding of the codebase could get further by doing some quick refactoring. The first very early results, mostly in terms of startup time and memory usage, are very encouraging and I believe Bazel would gain tremendously by having a native option. Hope this helps somebody! |
Here is my makefile INSTALL_BASE := $(shell pwd)
.PHONY: all
all:
./graalvm-ce-1.0.0-rc14/Contents/Home/bin/native-image \
-Dcom.google.devtools.build.lib.util.LogHandlerQuerier.class=com.google.devtools.build.lib.util.SimpleLogHandler$HandlerQuerier \
-Djava.library.path=$(INSTALL_BASE)/_embedded_binaries/embedded_tools/jdk/lib/jli:$(INSTALL_BASE)/_embedded_binaries/embedded_tools/jdk/lib:$(INSTALL_BASE)/_embedded_binaries/embedded_tools/jdk/lib/server:$(INSTALL_BASE)/_embedded_binaries/embedded_tools/tools/objc:$(INSTALL_BASE)/_embedded_binaries/ \
-Dfile.encoding=ISO-8859-1 \
-Dbazel.DigestFunction=sha256 \
-H:+JNI \
-H:+ReportExceptionStackTraces \
-H:ReflectionConfigurationFiles=$(INSTALL_BASE)/reflection.json \
-jar /Users/steeve/go/src/github.com/bazelbuild/bazel/bazel-bin/src/main/java/com/google/devtools/build/lib/bazel/BazelServer_deploy.jar \
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This is very cool stuff, I'd love to see this as a configurable toolchain for java given its supposedly a drop in replacement. |
CC @iirina :) |
If you try to run with GraalVM's native-image (see #7884), java.home won't be set and this would lead to a NPE. RELNOTES: None PiperOrigin-RevId: 245900186
If you try to run with GraalVM's native-image (see bazelbuild#7884), java.home won't be set and this would lead to a NPE. RELNOTES: None PiperOrigin-RevId: 245900186
I'm in the train again. Time for some
Somehow I still get java started though, not sure why. |
Here my build command line:
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Would extending Java rules to also be able to handle Graal a subtask of this or should Graal (for now) be a separate ruleset. And if, should this ruleset then be supported "natively" in Bazel? |
My intuition would be that graalvm should be integrated via toolchains, given the java compiler is designed to be a drop in replacement. However, the native image/AOT side of things should likely be a new ruleset that takes a java_binary as input along with targets for specifying configs. This ruleset should not be natively supported, I would expect it to be something a user could import into their workspace for their needs. Additional targets might be useful to add to target other languages that graalvm supports outside of java as well. OTOH, maybe completely separate targets make sense and would be conceptually easier to grok for folks. |
… On Sep 7, 2019, at 3:40 AM, Derek Perez ***@***.***> wrote:
My intuition would be that graalvm should be integrated via toolchains, given the java compiler is designed to be a drop in replacement. However, the native image/AOT side of things should likely be a new ruleset that takes a java_binary as input along with targets for specifying configs. This ruleset should not be natively supported, I would expect it to be something a user could import into their workspace for their needs.
Additional targets might be useful to add to target other languages that graalvm supports outside of java as well.
OTOH, maybe completely separate targets make sense and would be conceptually easier to grok for folks.
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Is the intent of this to allow bazel to build graal binaries? or to build bazel as a native image, so a JVM isn't required to be distributed with bazel, as its a native image? Both are useful but the later possibly solves more problems non-java builds would face (as they dont need a JVM at all now)? |
@nhoughto my intent was to build a native version of Bazel, yes |
That is what I thought, but comments above seemed to go off in the other direction 👍 |
I have done experiments with subsets of Bazel (the package loader) some time last year and while startup performance with graalvm native binaries is great, loading packages was quite a bit slower (almost 2x) when JIT was warmed up. With profile guided optimizations this may be different, but it is a GraalVM enterprise feature. So while I think this is an interesting experiment, it doesn't look like a possible performance improvement to me. |
There have been quite a lot of changes to GraalVM recently. The most notable change is that most of it's being donated to OpenJDK project https://www.graalvm.org/2022/openjdk-announcement/, including the Native Image part.
This left the GraalVM Enterprise version with mostly just the Multi-language runtime support (i.e. running Python, Ruby, R on GraalVM). As for AOT vs JIT: According to some talks on GraalVM, Native Image helps reduce memory consumption greatly. This could be very attractive to users who use remote build execution(RBE) and thus, do not consume a lot of CPU locally. I would imagine you could scale the size of a CI worker fleet way down compared to today: all they do is sit idle, storing the AnalysisResult while sending remote build commands to RBE service. GraalVM also tout to have a better JIT compiler. But that's a separate topic as this issue is mainly about Native Image(SubtrateVM) part of the technology. With all that said, @meisterT I am suggesting that we re-open this thread for more exploration with GraalVM AOT compilation in hope of better performance (reduced start time, reduce memory consumption). |
A very much related and potentially lower effort improvement could be to publish the Java and coverage tools as native images (e.g. Turbine and LcovMerger). @cushon Based on what I've seen you are doing something similar internally, is that correct? |
I agree with Fabian that using native-image for Turbine is a logical target to consider next (and before we do that for Bazel itself). How would AOT reduce the memory footprint significantly? I see that you don't need the JVM overhead but in the grand scheme I am not sure whether that saves that much. Do you know whether profile guided optimization made it into the non-enterprise version? |
Yep, we're using a GraalVM native-image for turbine at Google, and I'd like to see that happen for Bazel. The complicated part is annotation processors, since they rely on dynamic classloading. We also started building some of the annotation processors we use most into turbine so they can be included in the native-image. That's do-able for Bazel, but it would require a particular deployment building their own native-image with processors they cared about. The low-hanging fruit is to just use the native-image for turbine actions that don't do any annotation processing, though. |
It seems like https://github.com/google/google-java-format is being built as a native image as well. @cushon is the GraalVM build process something Google is planning to opensource? Not quite sure what deployment process is required? Are you building the native images using reflection profiles from a deployment? |
I'm happy to share the native-image config we're using. There are some differences between that way that tool gets updated internally vs. for Bazel that make it hard to open source directly. There's some initial support in turbine's build for this already: https://github.com/google/turbine/blob/7a40bb4dfb0f2fc9dc4f1b95434abe268752ec6c/pom.xml#L338 My tentative plan was to have a github actions release process for turbine to generate the native images, and then we could start adding those to Bazel as prebuilts instead of the jar we're using currently (https://github.com/bazelbuild/bazel/blob/master/third_party/turbine/turbine_direct.jar) |
Hey everyone, This is exciting stuff. There was, almost, a very fast Closure Compiler available in Bazel via I've revived Andy's work into a new fork called The new rules support the latest GraalVM versions (under the new licensing) so it may also unblock use of PGO. |
Description of the problem / feature request:
I was wondering if it was possible/valuable to build bazel with GraalVM's
native-image
[1]?The text was updated successfully, but these errors were encountered: