// Copyright 2020 The Go Authors. All rights reserved. // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. package runtime_test import ( "runtime" "runtime/metrics" "sort" "strings" "testing" "time" "unsafe" ) func prepareAllMetricsSamples() (map[string]metrics.Description, []metrics.Sample) { all := metrics.All() samples := make([]metrics.Sample, len(all)) descs := make(map[string]metrics.Description) for i := range all { samples[i].Name = all[i].Name descs[all[i].Name] = all[i] } return descs, samples } func TestReadMetrics(t *testing.T) { // Tests whether readMetrics produces values aligning // with ReadMemStats while the world is stopped. var mstats runtime.MemStats _, samples := prepareAllMetricsSamples() runtime.ReadMetricsSlow(&mstats, unsafe.Pointer(&samples[0]), len(samples), cap(samples)) checkUint64 := func(t *testing.T, m string, got, want uint64) { t.Helper() if got != want { t.Errorf("metric %q: got %d, want %d", m, got, want) } } // Check to make sure the values we read line up with other values we read. var allocsBySize *metrics.Float64Histogram var tinyAllocs uint64 var mallocs, frees uint64 for i := range samples { switch name := samples[i].Name; name { case "/memory/classes/heap/free:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.HeapIdle-mstats.HeapReleased) case "/memory/classes/heap/released:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.HeapReleased) case "/memory/classes/heap/objects:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.HeapAlloc) case "/memory/classes/heap/unused:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.HeapInuse-mstats.HeapAlloc) case "/memory/classes/heap/stacks:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.StackInuse) case "/memory/classes/metadata/mcache/free:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.MCacheSys-mstats.MCacheInuse) case "/memory/classes/metadata/mcache/inuse:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.MCacheInuse) case "/memory/classes/metadata/mspan/free:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.MSpanSys-mstats.MSpanInuse) case "/memory/classes/metadata/mspan/inuse:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.MSpanInuse) case "/memory/classes/metadata/other:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.GCSys) case "/memory/classes/os-stacks:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.StackSys-mstats.StackInuse) case "/memory/classes/other:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.OtherSys) case "/memory/classes/profiling/buckets:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.BuckHashSys) case "/memory/classes/total:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.Sys) case "/gc/heap/allocs-by-size:bytes": hist := samples[i].Value.Float64Histogram() // Skip size class 0 in BySize, because it's always empty and not represented // in the histogram. for i, sc := range mstats.BySize[1:] { if b, s := hist.Buckets[i+1], float64(sc.Size+1); b != s { t.Errorf("bucket does not match size class: got %f, want %f", b, s) // The rest of the checks aren't expected to work anyway. continue } if c, m := hist.Counts[i], sc.Mallocs; c != m { t.Errorf("histogram counts do not much BySize for class %d: got %d, want %d", i, c, m) } } allocsBySize = hist case "/gc/heap/allocs:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.TotalAlloc) case "/gc/heap/frees-by-size:bytes": hist := samples[i].Value.Float64Histogram() // Skip size class 0 in BySize, because it's always empty and not represented // in the histogram. for i, sc := range mstats.BySize[1:] { if b, s := hist.Buckets[i+1], float64(sc.Size+1); b != s { t.Errorf("bucket does not match size class: got %f, want %f", b, s) // The rest of the checks aren't expected to work anyway. continue } if c, f := hist.Counts[i], sc.Frees; c != f { t.Errorf("histogram counts do not match BySize for class %d: got %d, want %d", i, c, f) } } case "/gc/heap/frees:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.TotalAlloc-mstats.HeapAlloc) case "/gc/heap/tiny/allocs:objects": // Currently, MemStats adds tiny alloc count to both Mallocs AND Frees. // The reason for this is because MemStats couldn't be extended at the time // but there was a desire to have Mallocs at least be a little more representative, // while having Mallocs - Frees still represent a live object count. // Unfortunately, MemStats doesn't actually export a large allocation count, // so it's impossible to pull this number out directly. // // Check tiny allocation count outside of this loop, by using the allocs-by-size // histogram in order to figure out how many large objects there are. tinyAllocs = samples[i].Value.Uint64() // Because the next two metrics tests are checking against Mallocs and Frees, // we can't check them directly for the same reason: we need to account for tiny // allocations included in Mallocs and Frees. case "/gc/heap/allocs:objects": mallocs = samples[i].Value.Uint64() case "/gc/heap/frees:objects": frees = samples[i].Value.Uint64() case "/gc/heap/objects:objects": checkUint64(t, name, samples[i].Value.Uint64(), mstats.HeapObjects) case "/gc/heap/goal:bytes": checkUint64(t, name, samples[i].Value.Uint64(), mstats.NextGC) case "/gc/cycles/automatic:gc-cycles": checkUint64(t, name, samples[i].Value.Uint64(), uint64(mstats.NumGC-mstats.NumForcedGC)) case "/gc/cycles/forced:gc-cycles": checkUint64(t, name, samples[i].Value.Uint64(), uint64(mstats.NumForcedGC)) case "/gc/cycles/total:gc-cycles": checkUint64(t, name, samples[i].Value.Uint64(), uint64(mstats.NumGC)) } } // Check tinyAllocs. nonTinyAllocs := uint64(0) for _, c := range allocsBySize.Counts { nonTinyAllocs += c } checkUint64(t, "/gc/heap/tiny/allocs:objects", tinyAllocs, mstats.Mallocs-nonTinyAllocs) // Check allocation and free counts. checkUint64(t, "/gc/heap/allocs:objects", mallocs, mstats.Mallocs-tinyAllocs) checkUint64(t, "/gc/heap/frees:objects", frees, mstats.Frees-tinyAllocs) } func TestReadMetricsConsistency(t *testing.T) { // Tests whether readMetrics produces consistent, sensible values. // The values are read concurrently with the runtime doing other // things (e.g. allocating) so what we read can't reasonably compared // to runtime values. // Run a few GC cycles to get some of the stats to be non-zero. runtime.GC() runtime.GC() runtime.GC() // Read all the supported metrics through the metrics package. descs, samples := prepareAllMetricsSamples() metrics.Read(samples) // Check to make sure the values we read make sense. var totalVirtual struct { got, want uint64 } var objects struct { alloc, free *metrics.Float64Histogram allocs, frees uint64 allocdBytes, freedBytes uint64 total, totalBytes uint64 } var gc struct { numGC uint64 pauses uint64 } for i := range samples { kind := samples[i].Value.Kind() if want := descs[samples[i].Name].Kind; kind != want { t.Errorf("supported metric %q has unexpected kind: got %d, want %d", samples[i].Name, kind, want) continue } if samples[i].Name != "/memory/classes/total:bytes" && strings.HasPrefix(samples[i].Name, "/memory/classes") { v := samples[i].Value.Uint64() totalVirtual.want += v // None of these stats should ever get this big. // If they do, there's probably overflow involved, // usually due to bad accounting. if int64(v) < 0 { t.Errorf("%q has high/negative value: %d", samples[i].Name, v) } } switch samples[i].Name { case "/memory/classes/total:bytes": totalVirtual.got = samples[i].Value.Uint64() case "/memory/classes/heap/objects:bytes": objects.totalBytes = samples[i].Value.Uint64() case "/gc/heap/objects:objects": objects.total = samples[i].Value.Uint64() case "/gc/heap/allocs:bytes": objects.allocdBytes = samples[i].Value.Uint64() case "/gc/heap/allocs:objects": objects.allocs = samples[i].Value.Uint64() case "/gc/heap/allocs-by-size:bytes": objects.alloc = samples[i].Value.Float64Histogram() case "/gc/heap/frees:bytes": objects.freedBytes = samples[i].Value.Uint64() case "/gc/heap/frees:objects": objects.frees = samples[i].Value.Uint64() case "/gc/heap/frees-by-size:bytes": objects.free = samples[i].Value.Float64Histogram() case "/gc/cycles:gc-cycles": gc.numGC = samples[i].Value.Uint64() case "/gc/pauses:seconds": h := samples[i].Value.Float64Histogram() gc.pauses = 0 for i := range h.Counts { gc.pauses += h.Counts[i] } case "/sched/goroutines:goroutines": if samples[i].Value.Uint64() < 1 { t.Error("number of goroutines is less than one") } } } if totalVirtual.got != totalVirtual.want { t.Errorf(`"/memory/classes/total:bytes" does not match sum of /memory/classes/**: got %d, want %d`, totalVirtual.got, totalVirtual.want) } if got, want := objects.allocs-objects.frees, objects.total; got != want { t.Errorf("mismatch between object alloc/free tallies and total: got %d, want %d", got, want) } if got, want := objects.allocdBytes-objects.freedBytes, objects.totalBytes; got != want { t.Errorf("mismatch between object alloc/free tallies and total: got %d, want %d", got, want) } if b, c := len(objects.alloc.Buckets), len(objects.alloc.Counts); b != c+1 { t.Errorf("allocs-by-size has wrong bucket or counts length: %d buckets, %d counts", b, c) } if b, c := len(objects.free.Buckets), len(objects.free.Counts); b != c+1 { t.Errorf("frees-by-size has wrong bucket or counts length: %d buckets, %d counts", b, c) } if len(objects.alloc.Buckets) != len(objects.free.Buckets) { t.Error("allocs-by-size and frees-by-size buckets don't match in length") } else if len(objects.alloc.Counts) != len(objects.free.Counts) { t.Error("allocs-by-size and frees-by-size counts don't match in length") } else { for i := range objects.alloc.Buckets { ba := objects.alloc.Buckets[i] bf := objects.free.Buckets[i] if ba != bf { t.Errorf("bucket %d is different for alloc and free hists: %f != %f", i, ba, bf) } } if !t.Failed() { var gotAlloc, gotFree uint64 want := objects.total for i := range objects.alloc.Counts { if objects.alloc.Counts[i] < objects.free.Counts[i] { t.Errorf("found more allocs than frees in object dist bucket %d", i) continue } gotAlloc += objects.alloc.Counts[i] gotFree += objects.free.Counts[i] } if got := gotAlloc - gotFree; got != want { t.Errorf("object distribution counts don't match count of live objects: got %d, want %d", got, want) } if gotAlloc != objects.allocs { t.Errorf("object distribution counts don't match total allocs: got %d, want %d", gotAlloc, objects.allocs) } if gotFree != objects.frees { t.Errorf("object distribution counts don't match total allocs: got %d, want %d", gotFree, objects.frees) } } } // The current GC has at least 2 pauses per GC. // Check to see if that value makes sense. if gc.pauses < gc.numGC*2 { t.Errorf("fewer pauses than expected: got %d, want at least %d", gc.pauses, gc.numGC*2) } } func BenchmarkReadMetricsLatency(b *testing.B) { stop := applyGCLoad(b) // Spend this much time measuring latencies. latencies := make([]time.Duration, 0, 1024) _, samples := prepareAllMetricsSamples() // Hit metrics.Read continuously and measure. b.ResetTimer() for i := 0; i < b.N; i++ { start := time.Now() metrics.Read(samples) latencies = append(latencies, time.Now().Sub(start)) } // Make sure to stop the timer before we wait! The load created above // is very heavy-weight and not easy to stop, so we could end up // confusing the benchmarking framework for small b.N. b.StopTimer() stop() // Disable the default */op metrics. // ns/op doesn't mean anything because it's an average, but we // have a sleep in our b.N loop above which skews this significantly. b.ReportMetric(0, "ns/op") b.ReportMetric(0, "B/op") b.ReportMetric(0, "allocs/op") // Sort latencies then report percentiles. sort.Slice(latencies, func(i, j int) bool { return latencies[i] < latencies[j] }) b.ReportMetric(float64(latencies[len(latencies)*50/100]), "p50-ns") b.ReportMetric(float64(latencies[len(latencies)*90/100]), "p90-ns") b.ReportMetric(float64(latencies[len(latencies)*99/100]), "p99-ns") }