Commit 95e6a9fc authored by Hana Kim's avatar Hana Kim Committed by Hyang-Ah Hana Kim

cmd/trace: pprof computation for span types

/spanio, /spanblock, /spansched, /spansyscall provide
the pprof-style summary of span execution's
io, block, scheduling, syscall latency distributions
respectively.

The computation logic for /io, /block, /sched, /syscall
analysis was refactored and extended for reuse in these
new types of analysis. Upon the analysis query, we create
a map of goroutine id to time intervals based on the query
parameter, that represents the interesting time intervals
of matching goroutines. Only the events from the matching
goroutines that fall into the intervals are considered
in the pprof computation.

The new endpoints are not yet hooked into other span
analysis page (e.g. /userspan) yet.

Change-Id: I80c3396e45a2d6631758710de67d132e5832c7ce
Reviewed-on: https://go-review.googlesource.com/105822Reviewed-by: default avatarHeschi Kreinick <heschi@google.com>
Run-TryBot: Heschi Kreinick <heschi@google.com>
TryBot-Result: Gobot Gobot <gobot@golang.org>
parent 8bb8eaff
...@@ -83,19 +83,19 @@ func main() { ...@@ -83,19 +83,19 @@ func main() {
flag.Usage() flag.Usage()
} }
var pprofFunc func(io.Writer, string) error var pprofFunc func(io.Writer, *http.Request) error
switch *pprofFlag { switch *pprofFlag {
case "net": case "net":
pprofFunc = pprofIO pprofFunc = pprofByGoroutine(computePprofIO)
case "sync": case "sync":
pprofFunc = pprofBlock pprofFunc = pprofByGoroutine(computePprofBlock)
case "syscall": case "syscall":
pprofFunc = pprofSyscall pprofFunc = pprofByGoroutine(computePprofSyscall)
case "sched": case "sched":
pprofFunc = pprofSched pprofFunc = pprofByGoroutine(computePprofSched)
} }
if pprofFunc != nil { if pprofFunc != nil {
if err := pprofFunc(os.Stdout, ""); err != nil { if err := pprofFunc(os.Stdout, &http.Request{}); err != nil {
dief("failed to generate pprof: %v\n", err) dief("failed to generate pprof: %v\n", err)
} }
os.Exit(0) os.Exit(0)
......
...@@ -17,7 +17,9 @@ import ( ...@@ -17,7 +17,9 @@ import (
"os/exec" "os/exec"
"path/filepath" "path/filepath"
"runtime" "runtime"
"sort"
"strconv" "strconv"
"time"
"github.com/google/pprof/profile" "github.com/google/pprof/profile"
) )
...@@ -35,10 +37,15 @@ func goCmd() string { ...@@ -35,10 +37,15 @@ func goCmd() string {
} }
func init() { func init() {
http.HandleFunc("/io", serveSVGProfile(pprofIO)) http.HandleFunc("/io", serveSVGProfile(pprofByGoroutine(computePprofIO)))
http.HandleFunc("/block", serveSVGProfile(pprofBlock)) http.HandleFunc("/block", serveSVGProfile(pprofByGoroutine(computePprofBlock)))
http.HandleFunc("/syscall", serveSVGProfile(pprofSyscall)) http.HandleFunc("/syscall", serveSVGProfile(pprofByGoroutine(computePprofSyscall)))
http.HandleFunc("/sched", serveSVGProfile(pprofSched)) http.HandleFunc("/sched", serveSVGProfile(pprofByGoroutine(computePprofSched)))
http.HandleFunc("/spanio", serveSVGProfile(pprofBySpan(computePprofIO)))
http.HandleFunc("/spanblock", serveSVGProfile(pprofBySpan(computePprofBlock)))
http.HandleFunc("/spansyscall", serveSVGProfile(pprofBySpan(computePprofSyscall)))
http.HandleFunc("/spansched", serveSVGProfile(pprofBySpan(computePprofSched)))
} }
// Record represents one entry in pprof-like profiles. // Record represents one entry in pprof-like profiles.
...@@ -48,10 +55,46 @@ type Record struct { ...@@ -48,10 +55,46 @@ type Record struct {
time int64 time int64
} }
// interval represents a time interval in the trace.
type interval struct {
begin, end int64 // nanoseconds.
}
func pprofByGoroutine(compute func(io.Writer, map[uint64][]interval, []*trace.Event) error) func(w io.Writer, r *http.Request) error {
return func(w io.Writer, r *http.Request) error {
id := r.FormValue("id")
events, err := parseEvents()
if err != nil {
return err
}
gToIntervals, err := pprofMatchingGoroutines(id, events)
if err != nil {
return err
}
return compute(w, gToIntervals, events)
}
}
func pprofBySpan(compute func(io.Writer, map[uint64][]interval, []*trace.Event) error) func(w io.Writer, r *http.Request) error {
return func(w io.Writer, r *http.Request) error {
filter, err := newSpanFilter(r)
if err != nil {
return err
}
gToIntervals, err := pprofMatchingSpans(filter)
if err != nil {
return err
}
events, _ := parseEvents()
return compute(w, gToIntervals, events)
}
}
// pprofMatchingGoroutines parses the goroutine type id string (i.e. pc) // pprofMatchingGoroutines parses the goroutine type id string (i.e. pc)
// and returns the ids of goroutines of the matching type. // and returns the ids of goroutines of the matching type and its interval.
// If the id string is empty, returns nil without an error. // If the id string is empty, returns nil without an error.
func pprofMatchingGoroutines(id string, events []*trace.Event) (map[uint64]bool, error) { func pprofMatchingGoroutines(id string, events []*trace.Event) (map[uint64][]interval, error) {
if id == "" { if id == "" {
return nil, nil return nil, nil
} }
...@@ -60,15 +103,19 @@ func pprofMatchingGoroutines(id string, events []*trace.Event) (map[uint64]bool, ...@@ -60,15 +103,19 @@ func pprofMatchingGoroutines(id string, events []*trace.Event) (map[uint64]bool,
return nil, fmt.Errorf("invalid goroutine type: %v", id) return nil, fmt.Errorf("invalid goroutine type: %v", id)
} }
analyzeGoroutines(events) analyzeGoroutines(events)
var res map[uint64]bool var res map[uint64][]interval
for _, g := range gs { for _, g := range gs {
if g.PC != pc { if g.PC != pc {
continue continue
} }
if res == nil { if res == nil {
res = make(map[uint64]bool) res = make(map[uint64][]interval)
}
endTime := g.EndTime
if g.EndTime == 0 {
endTime = lastTimestamp() // the trace doesn't include the goroutine end event. Use the trace end time.
} }
res[g.ID] = true res[g.ID] = []interval{{begin: g.StartTime, end: endTime}}
} }
if len(res) == 0 && id != "" { if len(res) == 0 && id != "" {
return nil, fmt.Errorf("failed to find matching goroutines for id: %s", id) return nil, fmt.Errorf("failed to find matching goroutines for id: %s", id)
...@@ -76,46 +123,75 @@ func pprofMatchingGoroutines(id string, events []*trace.Event) (map[uint64]bool, ...@@ -76,46 +123,75 @@ func pprofMatchingGoroutines(id string, events []*trace.Event) (map[uint64]bool,
return res, nil return res, nil
} }
// pprofIO generates IO pprof-like profile (time spent in IO wait, // pprofMatchingSpans returns the time intervals of matching spans
// currently only network blocking event). // grouped by the goroutine id. If the filter is nil, returns nil without an error.
func pprofIO(w io.Writer, id string) error { func pprofMatchingSpans(filter *spanFilter) (map[uint64][]interval, error) {
events, err := parseEvents() res, err := analyzeAnnotations()
if err != nil { if err != nil {
return err return nil, err
} }
goroutines, err := pprofMatchingGoroutines(id, events) if filter == nil {
if err != nil { return nil, nil
return err }
gToIntervals := make(map[uint64][]interval)
for id, spans := range res.spans {
for _, s := range spans {
if filter.match(id, s) {
gToIntervals[s.G] = append(gToIntervals[s.G], interval{begin: s.firstTimestamp(), end: s.lastTimestamp()})
}
}
}
for g, intervals := range gToIntervals {
// in order to remove nested spans and
// consider only the outermost spans,
// first, we sort based on the start time
// and then scan through to select only the outermost spans.
sort.Slice(intervals, func(i, j int) bool {
x := intervals[i].begin
y := intervals[j].begin
if x == y {
return intervals[i].end < intervals[j].end
}
return x < y
})
var lastTimestamp int64
var n int
// select only the outermost spans.
for _, i := range intervals {
if lastTimestamp <= i.begin {
intervals[n] = i // new non-overlapping span starts.
lastTimestamp = i.end
n++
} // otherwise, skip because this span overlaps with a previous span.
}
gToIntervals[g] = intervals[:n]
} }
return gToIntervals, nil
}
// computePprofIO generates IO pprof-like profile (time spent in IO wait, currently only network blocking event).
func computePprofIO(w io.Writer, gToIntervals map[uint64][]interval, events []*trace.Event) error {
prof := make(map[uint64]Record) prof := make(map[uint64]Record)
for _, ev := range events { for _, ev := range events {
if ev.Type != trace.EvGoBlockNet || ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 { if ev.Type != trace.EvGoBlockNet || ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 {
continue continue
} }
if goroutines != nil && !goroutines[ev.G] { overlapping := pprofOverlappingDuration(gToIntervals, ev)
continue if overlapping > 0 {
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += overlapping.Nanoseconds()
prof[ev.StkID] = rec
} }
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += ev.Link.Ts - ev.Ts
prof[ev.StkID] = rec
} }
return buildProfile(prof).Write(w) return buildProfile(prof).Write(w)
} }
// pprofBlock generates blocking pprof-like profile (time spent blocked on synchronization primitives). // computePprofBlock generates blocking pprof-like profile (time spent blocked on synchronization primitives).
func pprofBlock(w io.Writer, id string) error { func computePprofBlock(w io.Writer, gToIntervals map[uint64][]interval, events []*trace.Event) error {
events, err := parseEvents()
if err != nil {
return err
}
goroutines, err := pprofMatchingGoroutines(id, events)
if err != nil {
return err
}
prof := make(map[uint64]Record) prof := make(map[uint64]Record)
for _, ev := range events { for _, ev := range events {
switch ev.Type { switch ev.Type {
...@@ -130,84 +206,86 @@ func pprofBlock(w io.Writer, id string) error { ...@@ -130,84 +206,86 @@ func pprofBlock(w io.Writer, id string) error {
if ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 { if ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 {
continue continue
} }
if goroutines != nil && !goroutines[ev.G] { overlapping := pprofOverlappingDuration(gToIntervals, ev)
continue if overlapping > 0 {
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += overlapping.Nanoseconds()
prof[ev.StkID] = rec
} }
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += ev.Link.Ts - ev.Ts
prof[ev.StkID] = rec
} }
return buildProfile(prof).Write(w) return buildProfile(prof).Write(w)
} }
// pprofSyscall generates syscall pprof-like profile (time spent blocked in syscalls). // computePprofSyscall generates syscall pprof-like profile (time spent blocked in syscalls).
func pprofSyscall(w io.Writer, id string) error { func computePprofSyscall(w io.Writer, gToIntervals map[uint64][]interval, events []*trace.Event) error {
events, err := parseEvents()
if err != nil {
return err
}
goroutines, err := pprofMatchingGoroutines(id, events)
if err != nil {
return err
}
prof := make(map[uint64]Record) prof := make(map[uint64]Record)
for _, ev := range events { for _, ev := range events {
if ev.Type != trace.EvGoSysCall || ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 { if ev.Type != trace.EvGoSysCall || ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 {
continue continue
} }
if goroutines != nil && !goroutines[ev.G] { overlapping := pprofOverlappingDuration(gToIntervals, ev)
continue if overlapping > 0 {
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += overlapping.Nanoseconds()
prof[ev.StkID] = rec
} }
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += ev.Link.Ts - ev.Ts
prof[ev.StkID] = rec
} }
return buildProfile(prof).Write(w) return buildProfile(prof).Write(w)
} }
// pprofSched generates scheduler latency pprof-like profile // computePprofSched generates scheduler latency pprof-like profile
// (time between a goroutine become runnable and actually scheduled for execution). // (time between a goroutine become runnable and actually scheduled for execution).
func pprofSched(w io.Writer, id string) error { func computePprofSched(w io.Writer, gToIntervals map[uint64][]interval, events []*trace.Event) error {
events, err := parseEvents()
if err != nil {
return err
}
goroutines, err := pprofMatchingGoroutines(id, events)
if err != nil {
return err
}
prof := make(map[uint64]Record) prof := make(map[uint64]Record)
for _, ev := range events { for _, ev := range events {
if (ev.Type != trace.EvGoUnblock && ev.Type != trace.EvGoCreate) || if (ev.Type != trace.EvGoUnblock && ev.Type != trace.EvGoCreate) ||
ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 { ev.Link == nil || ev.StkID == 0 || len(ev.Stk) == 0 {
continue continue
} }
if goroutines != nil && !goroutines[ev.G] { overlapping := pprofOverlappingDuration(gToIntervals, ev)
continue if overlapping > 0 {
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += overlapping.Nanoseconds()
prof[ev.StkID] = rec
} }
rec := prof[ev.StkID]
rec.stk = ev.Stk
rec.n++
rec.time += ev.Link.Ts - ev.Ts
prof[ev.StkID] = rec
} }
return buildProfile(prof).Write(w) return buildProfile(prof).Write(w)
} }
// pprofOverlappingDuration returns the overlapping duration between
// the time intervals in gToIntervals and the specified event.
// If gToIntervals is nil, this simply returns the event's duration.
func pprofOverlappingDuration(gToIntervals map[uint64][]interval, ev *trace.Event) time.Duration {
if gToIntervals == nil { // No filtering.
return time.Duration(ev.Link.Ts-ev.Ts) * time.Nanosecond
}
intervals := gToIntervals[ev.G]
if len(intervals) == 0 {
return 0
}
var overlapping time.Duration
for _, i := range intervals {
if o := overlappingDuration(i.begin, i.end, ev.Ts, ev.Link.Ts); o > 0 {
overlapping += o
}
}
return overlapping
}
// serveSVGProfile serves pprof-like profile generated by prof as svg. // serveSVGProfile serves pprof-like profile generated by prof as svg.
func serveSVGProfile(prof func(w io.Writer, id string) error) http.HandlerFunc { func serveSVGProfile(prof func(w io.Writer, r *http.Request) error) http.HandlerFunc {
return func(w http.ResponseWriter, r *http.Request) { return func(w http.ResponseWriter, r *http.Request) {
if r.FormValue("raw") != "" { if r.FormValue("raw") != "" {
w.Header().Set("Content-Type", "application/octet-stream") w.Header().Set("Content-Type", "application/octet-stream")
if err := prof(w, r.FormValue("id")); err != nil { if err := prof(w, r); err != nil {
w.Header().Set("Content-Type", "text/plain; charset=utf-8") w.Header().Set("Content-Type", "text/plain; charset=utf-8")
w.Header().Set("X-Go-Pprof", "1") w.Header().Set("X-Go-Pprof", "1")
http.Error(w, fmt.Sprintf("failed to get profile: %v", err), http.StatusInternalServerError) http.Error(w, fmt.Sprintf("failed to get profile: %v", err), http.StatusInternalServerError)
...@@ -226,7 +304,7 @@ func serveSVGProfile(prof func(w io.Writer, id string) error) http.HandlerFunc { ...@@ -226,7 +304,7 @@ func serveSVGProfile(prof func(w io.Writer, id string) error) http.HandlerFunc {
os.Remove(blockf.Name()) os.Remove(blockf.Name())
}() }()
blockb := bufio.NewWriter(blockf) blockb := bufio.NewWriter(blockf)
if err := prof(blockb, r.FormValue("id")); err != nil { if err := prof(blockb, r); err != nil {
http.Error(w, fmt.Sprintf("failed to generate profile: %v", err), http.StatusInternalServerError) http.Error(w, fmt.Sprintf("failed to generate profile: %v", err), http.StatusInternalServerError)
return return
} }
......
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