Skip to content

Commit

Permalink
Add custom Timestamp type for sample times.
Browse files Browse the repository at this point in the history
So far we've been using Go's native time.Time for anything related to sample
timestamps. Since the range of time.Time is much bigger than what we need, this
has created two problems:

- there could be time.Time values which were out of the range/precision of the
  time type that we persist to disk, therefore causing incorrectly ordered keys.
  One bug caused by this was:

  prometheus/prometheus#367

  It would be good to use a timestamp type that's more closely aligned with
  what the underlying storage supports.

- sizeof(time.Time) is 192, while Prometheus should be ok with a single 64-bit
  Unix timestamp (possibly even a 32-bit one). Since we store samples in large
  numbers, this seriously affects memory usage. Furthermore, copying/working
  with the data will be faster if it's smaller.

*MEMORY USAGE RESULTS*
Initial memory usage comparisons for a running Prometheus with 1 timeseries and
100,000 samples show roughly a 13% decrease in total (VIRT) memory usage. In my
tests, this advantage for some reason decreased a bit the more samples the
timeseries had (to 5-7% for millions of samples). This I can't fully explain,
but perhaps garbage collection issues were involved.

*WHEN TO USE THE NEW TIMESTAMP TYPE*
The new clientmodel.Timestamp type should be used whenever time
calculations are either directly or indirectly related to sample
timestamps.

For example:
- the timestamp of a sample itself
- all kinds of watermarks
- anything that may become or is compared to a sample timestamp (like the timestamp
  passed into Target.Scrape()).

When to still use time.Time:
- for measuring durations/times not related to sample timestamps, like duration
  telemetry exporting, timers that indicate how frequently to execute some
  action, etc.

Change-Id: I253a467388774280c10400fda122369ff77c1730
  • Loading branch information
juliusv committed Oct 31, 2013
1 parent ad41ea8 commit 3ffd7c4
Show file tree
Hide file tree
Showing 4 changed files with 176 additions and 6 deletions.
2 changes: 1 addition & 1 deletion extraction/processor.go
Expand Up @@ -24,7 +24,7 @@ import (
// consumption.
type ProcessOptions struct {
// Timestamp is added to each value interpreted from the stream.
Timestamp time.Time
Timestamp model.Timestamp
}

// Ingester consumes result streams in whatever way is desired by the user.
Expand Down
6 changes: 1 addition & 5 deletions model/sample.go
Expand Up @@ -13,14 +13,10 @@

package model

import (
"time"
)

type Sample struct {
Metric Metric
Value SampleValue
Timestamp time.Time
Timestamp Timestamp
}

func (s *Sample) Equal(o *Sample) bool {
Expand Down
91 changes: 91 additions & 0 deletions model/timestamp.go
@@ -0,0 +1,91 @@
// Copyright 2013 Prometheus Team
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package model

import (
"fmt"
native_time "time"
)

// TODO(julius): Should this use milliseconds/nanoseconds instead? This is
// mostly hidden from the user of these types when using the
// methods below, so it will be easy to change this later
// without requiring significant user code changes.

// Time in seconds since the epoch (January 1, 1970 UTC).
type Timestamp int64

const (
// The minimum supported time resolution. This has to be at least
// native_time.Second in order for the code below to work.
MinimumTick = native_time.Second
// The timestamp duration equivalent to one second.
second = int64(native_time.Second / MinimumTick)
)

// Equal reports whether two timestamps represent the same instant.
func (t Timestamp) Equal(o Timestamp) bool {
return t == o
}

// Before reports whether the timestamp t is before o.
func (t Timestamp) Before(o Timestamp) bool {
return t < o
}

// Before reports whether the timestamp t is after o.
func (t Timestamp) After(o Timestamp) bool {
return t > o
}

// Add returns the Timestamp t + d.
func (t Timestamp) Add(d native_time.Duration) Timestamp {
return t + Timestamp(d/MinimumTick)
}

// Sub returns the Duration t - o.
func (t Timestamp) Sub(o Timestamp) native_time.Duration {
return native_time.Duration(t-o) * MinimumTick
}

// Time returns the time.Time representation of t.
func (t Timestamp) Time() native_time.Time {
return native_time.Unix(int64(t)/second, (int64(t) % second))
}

// Unix returns t as a Unix time, the number of seconds elapsed
// since January 1, 1970 UTC.
func (t Timestamp) Unix() int64 {
return int64(t) / second
}

// String returns a string representation of the timestamp.
func (t Timestamp) String() string {
return fmt.Sprint(int64(t))
}

// Now returns the current time as a Timestamp.
func Now() Timestamp {
return TimestampFromTime(native_time.Now())
}

// TimestampFromTime returns the Timestamp equivalent to the time.Time t.
func TimestampFromTime(t native_time.Time) Timestamp {
return TimestampFromUnix(t.Unix())
}

// TimestampFromUnix returns the Timestamp equivalent to the Unix timestamp t.
func TimestampFromUnix(t int64) Timestamp {
return Timestamp(t * second)
}
83 changes: 83 additions & 0 deletions model/timestamp_test.go
@@ -0,0 +1,83 @@
// Copyright 2013 Prometheus Team
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package model

import (
"testing"
native_time "time"
)

func TestComparators(t *testing.T) {
t1a := TimestampFromUnix(0)
t1b := TimestampFromUnix(0)
t2 := TimestampFromUnix(2*second - 1)

if !t1a.Equal(t1b) {
t.Fatalf("Expected %s to be equal to %s", t1a, t1b)
}
if t1a.Equal(t2) {
t.Fatalf("Expected %s to not be equal to %s", t1a, t2)
}

if !t1a.Before(t2) {
t.Fatalf("Expected %s to be before %s", t1a, t2)
}
if t1a.Before(t1b) {
t.Fatalf("Expected %s to not be before %s", t1a, t1b)
}

if !t2.After(t1a) {
t.Fatalf("Expected %s to be after %s", t2, t1a)
}
if t1b.After(t1a) {
t.Fatalf("Expected %s to not be after %s", t1b, t1a)
}
}

func TestTimestampConversions(t *testing.T) {
unix := int64(1136239445)
t1 := native_time.Unix(unix, 0)
t2 := native_time.Unix(unix, second-1)

ts := TimestampFromUnix(unix)
if !ts.Time().Equal(t1) {
t.Fatalf("Expected %s, got %s", t1, ts.Time())
}

// Test available precision.
ts = TimestampFromTime(t2)
if !ts.Time().Equal(t1) {
t.Fatalf("Expected %s, got %s", t1, ts.Time())
}

if ts.Unix() != unix {
t.Fatalf("Expected %d, got %d", unix, ts.Unix())
}
}

func TestDuration(t *testing.T) {
duration := native_time.Second + native_time.Minute + native_time.Hour
goTime := native_time.Unix(1136239445, 0)

ts := TimestampFromTime(goTime)
if !goTime.Add(duration).Equal(ts.Add(duration).Time()) {
t.Fatalf("%d. Expected %s to be equal to %s", goTime.Add(duration), ts.Add(duration))
}

earlier := ts.Add(-duration)
delta := ts.Sub(earlier)
if delta != duration {
t.Fatalf("%d. Expected %s to be equal to %s", delta, duration)
}
}

0 comments on commit 3ffd7c4

Please sign in to comment.