benchmarks/

README

Benchmark tools

This package and subpackages are for running macro benchmarks on runsc. They are meant to replace the previous //benchmarks benchmark-tools written in python.

Benchmarks are meant to look like regular golang benchmarks using the testing.B library.

Setup

To run benchmarks you will need:

• Docker installed (17.09.0 or greater).

Running benchmarks

To run, use the Makefile:

• Install runsc as a runtime: make dev
  • The above command will place several configurations of runsc in your /etc/docker/daemon.json file. Choose one without the debug option set.
• Run your benchmark: make run-benchmark RUNTIME=[RUNTIME_FROM_DAEMON.JSON/runc] BENCHMARKS_TARGETS=path/to/target
• Additionally, you can benchmark several platforms in one command:

make benchmark-platforms BENCHMARKS_TARGET=path/to/target

The above command will install runtimes/run benchmarks on systrap and kvm as well as run the benchmark on native runc.

Benchmarks are run with root as some benchmarks require root privileges to do things like drop caches.

Writing benchmarks

Benchmarks consist of docker images as Dockerfiles and golang testing.B benchmarks.

Dockerfiles:

• Are stored at //images.
• New Dockerfiles go in an appropriately named directory at //images/benchmarks/my-cool-dockerfile.
• Dockerfiles for benchmarks should:
  • Use explicitly versioned packages.
  • Don't use ENV and CMD statements. It is easy to add these in the API via dockerutil.RunOpts.
• Note: A common pattern for getting access to a tmpfs mount is to copy files there after container start. See: //test/benchmarks/build/bazel_test.go. You can also make your own with RunOpts.Mounts.

testing.B packages

In general, benchmarks should look like this:

func BenchmarkMyCoolOne(b *testing.B) {
  machine, err := harness.GetMachine()
  // check err
  defer machine.CleanUp()

  ctx := context.Background()
  container := machine.GetContainer(ctx, b)
  defer container.CleanUp(ctx)

  b.ResetTimer()

  // Respect b.N.
  for i := 0; i < b.N; i++ {
    out, err := container.Run(ctx, dockerutil.RunOpts{
      Image: "benchmarks/my-cool-image",
      Env: []string{"MY_VAR=awesome"},
      // other options...see dockerutil
    }, "sh", "-c", "echo MY_VAR")
    // check err...
    b.StopTimer()

    // Do parsing and reporting outside of the timer.
    number := parseMyMetric(out)
    b.ReportMetric(number, "my-cool-custom-metric")

    b.StartTimer()
  }
}

func TestMain(m *testing.M) {
    harness.Init()
    os.Exit(m.Run())
}

Some notes on the above:

• Respect and linearly scale by b.N so that users can run a number of times (--benchtime=10x) or for a time duration (--benchtime=1m). For many benchmarks, this is just the runtime of the container under test. Sometimes this is a parameter to the container itself. For Example, the httpd benchmark (and most client server benchmarks) uses b.N as a parameter to the Client container that specifies how many requests to make to the server.
• Use the b.ReportMetric() method to report custom metrics.
• Never turn off the timer (b.N), but set and reset it if useful for the benchmark. There isn't a way to turn off default metrics in testing.B (B/op, allocs/op, ns/op).
• Take a look at dockerutil at //pkg/test/dockerutil to see all methods available from containers. The API is based on the "official" docker API for golang.
• harness.GetMachine() marks how many machines this tests needs. If you have a client and server and to mark them as multiple machines, call harness.GetMachine() twice.

Profiling

For profiling, the runtime is required to have the --profile flag enabled. This flag loosens seccomp filters so that the runtime can write profile data to disk. This configuration is not recommended for production.

To profile, simply run the benchmark-platforms command from above and profiles will be in /tmp/profile.

Or run with: make run-benchmark RUNTIME=[RUNTIME_UNDER_TEST] BENCHMARKS_TARGETS=path/to/target

Profiles will be in /tmp/profile. Note: runtimes must have the --profile flag set in /etc/docker/daemon.conf and profiling will not work on runc.