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measure.go
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// Package measure provides a Datastore wrapper that records metrics
// using github.com/ipfs/go-metrics-interface
package measure
import (
"io"
"time"
"github.com/ipfs/go-datastore"
"github.com/ipfs/go-datastore/query"
"github.com/ipfs/go-metrics-interface"
)
var (
// sort latencies in buckets with following upper bounds in seconds
datastoreLatencyBuckets = []float64{1e-4, 1e-3, 1e-2, 1e-1, 1}
// sort sizes in buckets with following upper bounds in bytes
datastoreSizeBuckets = []float64{1 << 6, 1 << 12, 1 << 18, 1 << 24}
)
// New wraps the datastore, providing metrics on the operations. The
// metrics are registered with names starting with prefix and a dot.
func New(prefix string, ds datastore.Datastore) *measure {
m := &measure{
backend: ds,
putNum: metrics.New(prefix+".put_total", "Total number of Datastore.Put calls").Counter(),
putErr: metrics.New(prefix+".put.errors_total", "Number of errored Datastore.Put calls").Counter(),
putLatency: metrics.New(prefix+".put.latency_seconds",
"Latency distribution of Datastore.Put calls").Histogram(datastoreLatencyBuckets),
putSize: metrics.New(prefix+".put.size_bytes",
"Size distribution of stored byte slices").Histogram(datastoreSizeBuckets),
getNum: metrics.New(prefix+".get_total", "Total number of Datastore.Get calls").Counter(),
getErr: metrics.New(prefix+".get.errors_total", "Number of errored Datastore.Get calls").Counter(),
getLatency: metrics.New(prefix+".get.latency_seconds",
"Latency distribution of Datastore.Get calls").Histogram(datastoreLatencyBuckets),
getSize: metrics.New(prefix+".get.size_bytes",
"Size distribution of retrieved byte slices").Histogram(datastoreSizeBuckets),
hasNum: metrics.New(prefix+".has_total", "Total number of Datastore.Has calls").Counter(),
hasErr: metrics.New(prefix+".has.errors_total", "Number of errored Datastore.Has calls").Counter(),
hasLatency: metrics.New(prefix+".has.latency_seconds",
"Latency distribution of Datastore.Has calls").Histogram(datastoreLatencyBuckets),
getsizeNum: metrics.New(prefix+".getsize_total", "Total number of Datastore.GetSize calls").Counter(),
getsizeErr: metrics.New(prefix+".getsize.errors_total", "Number of errored Datastore.GetSize calls").Counter(),
getsizeLatency: metrics.New(prefix+".getsize.latency_seconds",
"Latency distribution of Datastore.GetSize calls").Histogram(datastoreLatencyBuckets),
deleteNum: metrics.New(prefix+".delete_total", "Total number of Datastore.Delete calls").Counter(),
deleteErr: metrics.New(prefix+".delete.errors_total", "Number of errored Datastore.Delete calls").Counter(),
deleteLatency: metrics.New(prefix+".delete.latency_seconds",
"Latency distribution of Datastore.Delete calls").Histogram(datastoreLatencyBuckets),
queryNum: metrics.New(prefix+".query_total", "Total number of Datastore.Query calls").Counter(),
queryErr: metrics.New(prefix+".query.errors_total", "Number of errored Datastore.Query calls").Counter(),
queryLatency: metrics.New(prefix+".query.latency_seconds",
"Latency distribution of Datastore.Query calls").Histogram(datastoreLatencyBuckets),
checkNum: metrics.New(prefix+".check_total", "Total number of Datastore.Check calls").Counter(),
checkErr: metrics.New(prefix+".check.errors_total", "Number of errored Datastore.Check calls").Counter(),
checkLatency: metrics.New(prefix+".check.latency_seconds",
"Latency distribution of Datastore.Check calls").Histogram(datastoreLatencyBuckets),
scrubNum: metrics.New(prefix+".scrub_total", "Total number of Datastore.Scrub calls").Counter(),
scrubErr: metrics.New(prefix+".scrub.errors_total", "Number of errored Datastore.Scrub calls").Counter(),
scrubLatency: metrics.New(prefix+".scrub.latency_seconds",
"Latency distribution of Datastore.Scrub calls").Histogram(datastoreLatencyBuckets),
gcNum: metrics.New(prefix+".gc_total", "Total number of Datastore.CollectGarbage calls").Counter(),
gcErr: metrics.New(prefix+".gc.errors_total", "Number of errored Datastore.CollectGarbage calls").Counter(),
gcLatency: metrics.New(prefix+".gc.latency_seconds",
"Latency distribution of Datastore.CollectGarbage calls").Histogram(datastoreLatencyBuckets),
duNum: metrics.New(prefix+".du_total", "Total number of Datastore.DiskUsage calls").Counter(),
duErr: metrics.New(prefix+".du.errors_total", "Number of errored Datastore.DiskUsage calls").Counter(),
duLatency: metrics.New(prefix+".du.latency_seconds",
"Latency distribution of Datastore.DiskUsage calls").Histogram(datastoreLatencyBuckets),
}
return m
}
type measure struct {
backend datastore.Datastore
putNum metrics.Counter
putErr metrics.Counter
putLatency metrics.Histogram
putSize metrics.Histogram
getNum metrics.Counter
getErr metrics.Counter
getLatency metrics.Histogram
getSize metrics.Histogram
hasNum metrics.Counter
hasErr metrics.Counter
hasLatency metrics.Histogram
getsizeNum metrics.Counter
getsizeErr metrics.Counter
getsizeLatency metrics.Histogram
deleteNum metrics.Counter
deleteErr metrics.Counter
deleteLatency metrics.Histogram
queryNum metrics.Counter
queryErr metrics.Counter
queryLatency metrics.Histogram
checkNum metrics.Counter
checkErr metrics.Counter
checkLatency metrics.Histogram
scrubNum metrics.Counter
scrubErr metrics.Counter
scrubLatency metrics.Histogram
gcNum metrics.Counter
gcErr metrics.Counter
gcLatency metrics.Histogram
duNum metrics.Counter
duErr metrics.Counter
duLatency metrics.Histogram
}
func recordLatency(h metrics.Histogram, start time.Time) {
elapsed := time.Since(start)
h.Observe(elapsed.Seconds())
}
func (m *measure) Put(key datastore.Key, value []byte) error {
defer recordLatency(m.putLatency, time.Now())
m.putNum.Inc()
m.putSize.Observe(float64(len(value)))
err := m.backend.Put(key, value)
if err != nil {
m.putErr.Inc()
}
return err
}
func (m *measure) Get(key datastore.Key) (value []byte, err error) {
defer recordLatency(m.getLatency, time.Now())
m.getNum.Inc()
value, err = m.backend.Get(key)
switch err {
case nil:
m.getSize.Observe(float64(len(value)))
case datastore.ErrNotFound:
// Not really an error.
default:
m.getErr.Inc()
}
return value, err
}
func (m *measure) Has(key datastore.Key) (exists bool, err error) {
defer recordLatency(m.hasLatency, time.Now())
m.hasNum.Inc()
exists, err = m.backend.Has(key)
if err != nil {
m.hasErr.Inc()
}
return exists, err
}
func (m *measure) GetSize(key datastore.Key) (size int, err error) {
defer recordLatency(m.getsizeLatency, time.Now())
m.hasNum.Inc()
size, err = m.backend.GetSize(key)
switch err {
case nil, datastore.ErrNotFound:
default:
m.getsizeErr.Inc()
}
return size, err
}
func (m *measure) Delete(key datastore.Key) error {
defer recordLatency(m.deleteLatency, time.Now())
m.deleteNum.Inc()
err := m.backend.Delete(key)
if err != nil {
m.deleteErr.Inc()
}
return err
}
func (m *measure) Query(q query.Query) (query.Results, error) {
defer recordLatency(m.queryLatency, time.Now())
m.queryNum.Inc()
res, err := m.backend.Query(q)
if err != nil {
m.queryErr.Inc()
}
return res, err
}
func (m *measure) Check() error {
defer recordLatency(m.checkLatency, time.Now())
m.checkNum.Inc()
if c, ok := m.backend.(datastore.CheckedDatastore); ok {
err := c.Check()
if err != nil {
m.checkErr.Inc()
}
return err
}
return nil
}
func (m *measure) Scrub() error {
defer recordLatency(m.scrubLatency, time.Now())
m.scrubNum.Inc()
if c, ok := m.backend.(datastore.ScrubbedDatastore); ok {
err := c.Scrub()
if err != nil {
m.scrubErr.Inc()
}
return err
}
return nil
}
func (m *measure) CollectGarbage() error {
defer recordLatency(m.gcLatency, time.Now())
m.gcNum.Inc()
if c, ok := m.backend.(datastore.GCDatastore); ok {
err := c.CollectGarbage()
if err != nil {
m.gcErr.Inc()
}
return err
}
return nil
}
func (m *measure) DiskUsage() (uint64, error) {
defer recordLatency(m.duLatency, time.Now())
m.duNum.Inc()
size, err := datastore.DiskUsage(m.backend)
if err != nil {
m.duErr.Inc()
}
return size, err
}
type measuredBatch struct {
puts int
deletes int
putts datastore.Batch
delts datastore.Batch
m *measure
}
func (m *measure) Batch() (datastore.Batch, error) {
bds, ok := m.backend.(datastore.Batching)
if !ok {
return nil, datastore.ErrBatchUnsupported
}
pb, err := bds.Batch()
if err != nil {
return nil, err
}
db, err := bds.Batch()
if err != nil {
return nil, err
}
return &measuredBatch{
putts: pb,
delts: db,
m: m,
}, nil
}
func (mt *measuredBatch) Put(key datastore.Key, val []byte) error {
mt.puts++
mt.m.putSize.Observe(float64(len(val)))
return mt.putts.Put(key, val)
}
func (mt *measuredBatch) Delete(key datastore.Key) error {
mt.deletes++
return mt.delts.Delete(key)
}
func (mt *measuredBatch) Commit() error {
err := logBatchCommit(mt.delts, mt.deletes, mt.m.deleteNum, mt.m.deleteErr, mt.m.deleteLatency)
if err != nil {
return err
}
err = logBatchCommit(mt.putts, mt.puts, mt.m.putNum, mt.m.putErr, mt.m.putLatency)
if err != nil {
return err
}
return nil
}
func logBatchCommit(b datastore.Batch, n int, num, errs metrics.Counter, lat metrics.Histogram) error {
if n > 0 {
before := time.Now()
err := b.Commit()
took := time.Since(before) / time.Duration(n)
num.Add(float64(n))
for i := 0; i < n; i++ {
lat.Observe(took.Seconds())
}
if err != nil {
errs.Inc()
return err
}
}
return nil
}
func (m *measure) Close() error {
if c, ok := m.backend.(io.Closer); ok {
return c.Close()
}
return nil
}