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authorMichael Anthony Knyszek <mknyszek@google.com>2021-04-20 19:30:21 +0000
committerMichael Knyszek <mknyszek@google.com>2021-04-29 21:54:05 +0000
commit897baae953ca812005703d367234b3b867f2a4b0 (patch)
tree7ce11f007a16186fffadaa164b8051fb1a5efde0 /src/runtime
parentfd095936673dcb53b96b825d95c1e83adde3ce15 (diff)
downloadgo-897baae953ca812005703d367234b3b867f2a4b0.tar.gz
go-897baae953ca812005703d367234b3b867f2a4b0.zip
runtime/metrics: add additional allocation metrics
This change adds four additional metrics to the runtime/metrics package to fill in a few gaps with runtime.MemStats that were overlooked. The biggest one is TotalAlloc, which is impossible to find with the runtime/metrics package, but also add a few others for convenience and clarity. For instance, the total number of objects allocated and freed are technically available via allocs-by-size and frees-by-size, but it's onerous to get them (one needs to sum the sample counts in the histograms). The four additional metrics are: - /gc/heap/allocs:bytes -- total bytes allocated (TotalAlloc) - /gc/heap/allocs:objects -- total objects allocated (Mallocs - [tiny]) - /gc/heap/frees:bytes -- total bytes frees (TotalAlloc-HeapAlloc) - /gc/heap/frees:objects -- total objects freed (Frees - [tiny]) This change also updates the descriptions of allocs-by-size and frees-by-size to be more precise. Change-Id: Iec8c1797a584491e3484b198f2e7f325b68954a7 Reviewed-on: https://go-review.googlesource.com/c/go/+/312431 Reviewed-by: Michael Pratt <mpratt@google.com> Trust: Michael Knyszek <mknyszek@google.com> Run-TryBot: Michael Knyszek <mknyszek@google.com> TryBot-Result: Go Bot <gobot@golang.org>
Diffstat (limited to 'src/runtime')
-rw-r--r--src/runtime/metrics.go61
-rw-r--r--src/runtime/metrics/description.go45
-rw-r--r--src/runtime/metrics/doc.go24
-rw-r--r--src/runtime/metrics_test.go52
4 files changed, 164 insertions, 18 deletions
diff --git a/src/runtime/metrics.go b/src/runtime/metrics.go
index 240813b169..ba0a920a5d 100644
--- a/src/runtime/metrics.go
+++ b/src/runtime/metrics.go
@@ -98,6 +98,20 @@ func initMetrics() {
}
},
},
+ "/gc/heap/allocs:bytes": {
+ deps: makeStatDepSet(heapStatsDep),
+ compute: func(in *statAggregate, out *metricValue) {
+ out.kind = metricKindUint64
+ out.scalar = in.heapStats.totalAllocated
+ },
+ },
+ "/gc/heap/allocs:objects": {
+ deps: makeStatDepSet(heapStatsDep),
+ compute: func(in *statAggregate, out *metricValue) {
+ out.kind = metricKindUint64
+ out.scalar = in.heapStats.totalAllocs
+ },
+ },
"/gc/heap/frees-by-size:bytes": {
deps: makeStatDepSet(heapStatsDep),
compute: func(in *statAggregate, out *metricValue) {
@@ -110,6 +124,20 @@ func initMetrics() {
}
},
},
+ "/gc/heap/frees:bytes": {
+ deps: makeStatDepSet(heapStatsDep),
+ compute: func(in *statAggregate, out *metricValue) {
+ out.kind = metricKindUint64
+ out.scalar = in.heapStats.totalFreed
+ },
+ },
+ "/gc/heap/frees:objects": {
+ deps: makeStatDepSet(heapStatsDep),
+ compute: func(in *statAggregate, out *metricValue) {
+ out.kind = metricKindUint64
+ out.scalar = in.heapStats.totalFrees
+ },
+ },
"/gc/heap/goal:bytes": {
deps: makeStatDepSet(sysStatsDep),
compute: func(in *statAggregate, out *metricValue) {
@@ -337,6 +365,22 @@ type heapStatsAggregate struct {
// numObjects is the number of live objects in the heap.
numObjects uint64
+
+ // totalAllocated is the total bytes of heap objects allocated
+ // over the lifetime of the program.
+ totalAllocated uint64
+
+ // totalFreed is the total bytes of heap objects freed
+ // over the lifetime of the program.
+ totalFreed uint64
+
+ // totalAllocs is the number of heap objects allocated over
+ // the lifetime of the program.
+ totalAllocs uint64
+
+ // totalFrees is the number of heap objects freed over
+ // the lifetime of the program.
+ totalFrees uint64
}
// compute populates the heapStatsAggregate with values from the runtime.
@@ -344,13 +388,20 @@ func (a *heapStatsAggregate) compute() {
memstats.heapStats.read(&a.heapStatsDelta)
// Calculate derived stats.
- a.inObjects = uint64(a.largeAlloc - a.largeFree)
- a.numObjects = uint64(a.largeAllocCount - a.largeFreeCount)
+ a.totalAllocs = uint64(a.largeAllocCount)
+ a.totalFrees = uint64(a.largeFreeCount)
+ a.totalAllocated = uint64(a.largeAlloc)
+ a.totalFreed = uint64(a.largeFree)
for i := range a.smallAllocCount {
- n := uint64(a.smallAllocCount[i] - a.smallFreeCount[i])
- a.inObjects += n * uint64(class_to_size[i])
- a.numObjects += n
+ na := uint64(a.smallAllocCount[i])
+ nf := uint64(a.smallFreeCount[i])
+ a.totalAllocs += na
+ a.totalFrees += nf
+ a.totalAllocated += na * uint64(class_to_size[i])
+ a.totalFreed += nf * uint64(class_to_size[i])
}
+ a.inObjects = a.totalAllocated - a.totalFreed
+ a.numObjects = a.totalAllocs - a.totalFrees
}
// sysStatsAggregate represents system memory stats obtained
diff --git a/src/runtime/metrics/description.go b/src/runtime/metrics/description.go
index 697bc94e84..c147cada89 100644
--- a/src/runtime/metrics/description.go
+++ b/src/runtime/metrics/description.go
@@ -70,18 +70,51 @@ var allDesc = []Description{
Cumulative: true,
},
{
- Name: "/gc/heap/allocs-by-size:bytes",
- Description: "Distribution of all objects allocated by approximate size.",
- Kind: KindFloat64Histogram,
+ Name: "/gc/heap/allocs-by-size:bytes",
+ Description: "Distribution of heap allocations by approximate size. " +
+ "Note that this does not include tiny objects as defined by " +
+ "/gc/heap/tiny/allocs:objects, only tiny blocks.",
+ Kind: KindFloat64Histogram,
+ Cumulative: true,
+ },
+ {
+ Name: "/gc/heap/allocs:bytes",
+ Description: "Cumulative sum of memory allocated to the heap by the application.",
+ Kind: KindUint64,
Cumulative: true,
},
{
- Name: "/gc/heap/frees-by-size:bytes",
- Description: "Distribution of all objects freed by approximate size.",
- Kind: KindFloat64Histogram,
+ Name: "/gc/heap/allocs:objects",
+ Description: "Cumulative count of heap allocations triggered by the application. " +
+ "Note that this does not include tiny objects as defined by " +
+ "/gc/heap/tiny/allocs:objects, only tiny blocks.",
+ Kind: KindUint64,
+ Cumulative: true,
+ },
+ {
+ Name: "/gc/heap/frees-by-size:bytes",
+ Description: "Distribution of freed heap allocations by approximate size. " +
+ "Note that this does not include tiny objects as defined by " +
+ "/gc/heap/tiny/allocs:objects, only tiny blocks.",
+ Kind: KindFloat64Histogram,
+ Cumulative: true,
+ },
+ {
+ Name: "/gc/heap/frees:bytes",
+ Description: "Cumulative sum of heap memory freed by the garbage collector.",
+ Kind: KindUint64,
Cumulative: true,
},
{
+ Name: "/gc/heap/frees:objects",
+ Description: "Cumulative count of heap allocations whose storage was freed " +
+ "by the garbage collector. " +
+ "Note that this does not include tiny objects as defined by " +
+ "/gc/heap/tiny/allocs:objects, only tiny blocks.",
+ Kind: KindUint64,
+ Cumulative: true,
+ },
+ {
Name: "/gc/heap/goal:bytes",
Description: "Heap size target for the end of the GC cycle.",
Kind: KindUint64,
diff --git a/src/runtime/metrics/doc.go b/src/runtime/metrics/doc.go
index cd8ccf46c3..91ef03072d 100644
--- a/src/runtime/metrics/doc.go
+++ b/src/runtime/metrics/doc.go
@@ -61,10 +61,30 @@ Below is the full list of supported metrics, ordered lexicographically.
Count of all completed GC cycles.
/gc/heap/allocs-by-size:bytes
- Distribution of all objects allocated by approximate size.
+ Distribution of heap allocations by approximate size.
+ Note that this does not include tiny objects as defined by /gc/heap/tiny/allocs:objects,
+ only tiny blocks.
+
+ /gc/heap/allocs:bytes
+ Cumulative sum of memory allocated to the heap by the application.
+
+ /gc/heap/allocs:objects
+ Cumulative count of heap allocations triggered by the application.
+ Note that this does not include tiny objects as defined by /gc/heap/tiny/allocs:objects,
+ only tiny blocks.
/gc/heap/frees-by-size:bytes
- Distribution of all objects freed by approximate size.
+ Distribution of freed heap allocations by approximate size.
+ Note that this does not include tiny objects as defined by /gc/heap/tiny/allocs:objects,
+ only tiny blocks.
+
+ /gc/heap/frees:bytes
+ Cumulative sum of heap memory freed by the garbage collector.
+
+ /gc/heap/frees:objects
+ Cumulative count of heap allocations whose storage was freed by the garbage collector.
+ Note that this does not include tiny objects as defined by /gc/heap/tiny/allocs:objects,
+ only tiny blocks.
/gc/heap/goal:bytes
Heap size target for the end of the GC cycle.
diff --git a/src/runtime/metrics_test.go b/src/runtime/metrics_test.go
index e405d807e4..5d32ef469c 100644
--- a/src/runtime/metrics_test.go
+++ b/src/runtime/metrics_test.go
@@ -42,6 +42,7 @@ func TestReadMetrics(t *testing.T) {
// 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":
@@ -87,6 +88,8 @@ func TestReadMetrics(t *testing.T) {
}
}
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
@@ -101,6 +104,8 @@ func TestReadMetrics(t *testing.T) {
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
@@ -112,6 +117,13 @@ func TestReadMetrics(t *testing.T) {
// 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":
@@ -131,6 +143,10 @@ func TestReadMetrics(t *testing.T) {
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) {
@@ -153,8 +169,10 @@ func TestReadMetricsConsistency(t *testing.T) {
got, want uint64
}
var objects struct {
- alloc, free *metrics.Float64Histogram
- total uint64
+ alloc, free *metrics.Float64Histogram
+ allocs, frees uint64
+ allocdBytes, freedBytes uint64
+ total, totalBytes uint64
}
var gc struct {
numGC uint64
@@ -180,10 +198,20 @@ func TestReadMetricsConsistency(t *testing.T) {
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":
@@ -203,6 +231,12 @@ func TestReadMetricsConsistency(t *testing.T) {
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)
}
@@ -222,17 +256,25 @@ func TestReadMetricsConsistency(t *testing.T) {
}
}
if !t.Failed() {
- got, want := uint64(0), objects.total
+ 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
}
- got += objects.alloc.Counts[i] - objects.free.Counts[i]
+ gotAlloc += objects.alloc.Counts[i]
+ gotFree += objects.free.Counts[i]
}
- if got != want {
+ 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.