JMH benchmarks for the Scala Compiler

Goal: define a set of JMH benchmarks for the compiler to help drive performance tuning and catch performance regressions.

Based on:

• OpenJDK JMH, the definitive Java benchmarking tool.
• via sbt-jmh.

Structure

Project	Benchmark of
compilation	The equivalent of scalac ...
micro	Finer grained parts of the compiler
jvm	Pure Java benchmarks to demonstrate JVM quirks
infrastructure	Code to persist benchmark results and metadata

Recipes

Learning about JMH options

sbt> compilation/jmh:run -help

Benchmarking compiler performance

• (optional) add new Scala sources (say aardvark) to a new directory in src/main/corpus

compilation/jmh:run (Cold|Warm|Hot)CompilationBenchmark 
   -p source=(<subdir of corpus>|/path/to/src/dir|@/path/to/argsfile)
   -p extraArgs=-nowarn

Using aliases

Avoid the tedium of typing all that out with:

sbt> hot -psource=scalap 
sbt> cold -psource=better-files 

Changing Scala Version

sbt> set scalaVersion in ThisBuild := "2.12.0-ab61fed-SNAPSHOT"
sbt> set scalaHome in ThisBuild := Some(file("/code/scala/build/pack"))
sbt> set scalaHome in compilation := "2.11.1" // if micro project isn't compatible with "2.11.1"

Persisting results

• Provide INFLUX_PASSWORD as an environment variable
• Replace jmh/run with jmh:runMain scala.bench.UploadingRunner

Results will be uploading into an InfluxDB instance at https://scala-ci.typesafe.com/influx/. An quick introduction to InfluxDB is here.

These results will be plotted in our Grafana dashboard

The https://github.com/scala/compiler-benchq project triggers benchmarks for merges and sets of commits that we're backtesting (UI on https://scala-ci.typesafe.com/benchq).

Collecting profiling data

sbt> .../jmh:run Benchmark -prof jmh.extras.JFR // Java Flight Recorder

Using Graal

Install Graal VM and JDK8 with JVMCI.

compilation/jmh:run CompileSourcesBenchmark 
    -jvm      /path/to/labsjdk1.8.0_92-jvmci-0.20/bin/java
    -jvmArgs -XX:+UnlockExperimentalVMOptions
    -jvmArgs -XX:+EnableJVMCI
    -jvmArgs -Djvmci.class.path.append=/path/to/graalvm-0.15-re/lib/jvmci/graal.jar
    -jvmArgs -Xbootclasspath/a:/path/to/graalvm-0.15-re/lib/truffle-api.jar
    -jvmArgs -Djvmci.Compiler=graal 
    -jvmArgs -XX:+UseJVMCICompiler 

Exporting an args file from SBT

$ curl https://gist.githubusercontent.com/retronym/78d016a3f10c62da2fd47cacac867f25/raw/65d9a1e8458d5984784ecf411d6c4d257bfdf0c1/ArgsFile.scala >  ~/.sbt/0.13/plugins/ArgsFile.scala
$ cd /code/someProject
$ sbt core/compile:argsFilePrint
[info] Set current project to root (in build file:/Users/jason/code/better-files/)
-deprecation
-encoding
UTF-8
-feature
-language:implicitConversions
-language:reflectiveCalls
-unchecked
-Xfatal-warnings
-Xlint
-Yinline-warnings
-Yno-adapted-args
-Ywarn-dead-code
-Xfuture
/Users/jason/code/better-files/core/src/main/scala/better/files/Cmds.scala
/Users/jason/code/better-files/core/src/main/scala/better/files/File.scala
/Users/jason/code/better-files/core/src/main/scala/better/files/Implicits.scala
/Users/jason/code/better-files/core/src/main/scala/better/files/package.scala
/Users/jason/code/better-files/core/src/main/scala/better/files/Scanner.scala
/Users/jason/code/better-files/core/src/main/scala/better/files/ThreadBackedFileMonitor.scala
[success] Total time: 0 s, completed 02/09/2016 11:51:58 AM

Place this output into a file. The full path to that file can be passed to the -source= option to run the benchmark on that project: -psource=@/path/to/args/file