prometheus/storage/metric/tiered_test.go
Matt T. Proud 161c8fbf9b Include deletion processor for long-tail values.
This commit extracts the model.Values truncation behavior into the actual
tiered storage, which uses it and behaves in a peculiar way—notably the
retention of previous elements if the chunk were to ever go empty.  This is
done to enable interpolation between sparse sample values in the evaluation
cycle.  Nothing necessarily new here—just an extraction.

Now, the model.Values TruncateBefore functionality would do what a user
would expect without any surprises, which is required for the
DeletionProcessor, which may decide to split a large chunk in two if it
determines that the chunk contains the cut-off time.
2013-05-10 12:19:12 +02:00

730 lines
15 KiB
Go

// 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 metric
import (
"github.com/prometheus/prometheus/model"
"github.com/prometheus/prometheus/utility/test"
"sort"
"testing"
"time"
)
func buildSamples(from, to time.Time, interval time.Duration, m model.Metric) (v []model.Sample) {
i := model.SampleValue(0)
for from.Before(to) {
v = append(v, model.Sample{
Metric: m,
Value: i,
Timestamp: from,
})
from = from.Add(interval)
i++
}
return
}
func testMakeView(t test.Tester, flushToDisk bool) {
type in struct {
atTime []getValuesAtTimeOp
atInterval []getValuesAtIntervalOp
alongRange []getValuesAlongRangeOp
}
type out struct {
atTime []model.Values
atInterval []model.Values
alongRange []model.Values
}
var (
instant = time.Date(1984, 3, 30, 0, 0, 0, 0, time.Local)
metric = model.Metric{model.MetricNameLabel: "request_count"}
fingerprint = model.NewFingerprintFromMetric(metric)
scenarios = []struct {
data []model.Sample
in in
out out
}{
// No sample, but query asks for one.
{
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant,
},
},
},
out: out{
atTime: []model.Values{{}},
},
},
// Single sample, query asks for exact sample time.
{
data: []model.Sample{
{
Metric: metric,
Value: 0,
Timestamp: instant,
},
},
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant,
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant,
Value: 0,
},
},
},
},
},
// Single sample, query time before the sample.
{
data: []model.Sample{
{
Metric: metric,
Value: 0,
Timestamp: instant.Add(time.Second),
},
{
Metric: metric,
Value: 1,
Timestamp: instant.Add(time.Second * 2),
},
},
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant,
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant.Add(time.Second),
Value: 0,
},
},
},
},
},
// Single sample, query time after the sample.
{
data: []model.Sample{
{
Metric: metric,
Value: 0,
Timestamp: instant,
},
},
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant.Add(time.Second),
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant,
Value: 0,
},
},
},
},
},
// Two samples, query asks for first sample time.
{
data: []model.Sample{
{
Metric: metric,
Value: 0,
Timestamp: instant,
},
{
Metric: metric,
Value: 1,
Timestamp: instant.Add(time.Second),
},
},
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant,
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant,
Value: 0,
},
},
},
},
},
// Three samples, query asks for second sample time.
{
data: []model.Sample{
{
Metric: metric,
Value: 0,
Timestamp: instant,
},
{
Metric: metric,
Value: 1,
Timestamp: instant.Add(time.Second),
},
{
Metric: metric,
Value: 2,
Timestamp: instant.Add(time.Second * 2),
},
},
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant.Add(time.Second),
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant.Add(time.Second),
Value: 1,
},
},
},
},
},
// Three samples, query asks for time between first and second samples.
{
data: []model.Sample{
{
Metric: metric,
Value: 0,
Timestamp: instant,
},
{
Metric: metric,
Value: 1,
Timestamp: instant.Add(time.Second * 2),
},
{
Metric: metric,
Value: 2,
Timestamp: instant.Add(time.Second * 4),
},
},
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant.Add(time.Second),
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant,
Value: 0,
},
{
Timestamp: instant.Add(time.Second * 2),
Value: 1,
},
},
},
},
},
// Three samples, query asks for time between second and third samples.
{
data: []model.Sample{
{
Metric: metric,
Value: 0,
Timestamp: instant,
},
{
Metric: metric,
Value: 1,
Timestamp: instant.Add(time.Second * 2),
},
{
Metric: metric,
Value: 2,
Timestamp: instant.Add(time.Second * 4),
},
},
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant.Add(time.Second * 3),
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant.Add(time.Second * 2),
Value: 1,
},
{
Timestamp: instant.Add(time.Second * 4),
Value: 2,
},
},
},
},
},
// Two chunks of samples, query asks for values from first chunk.
{
data: buildSamples(instant, instant.Add(time.Duration(*leveldbChunkSize*2)*time.Second), time.Second, metric),
in: in{
atTime: []getValuesAtTimeOp{
{
time: instant.Add(time.Second*time.Duration(*leveldbChunkSize/2) + 1),
},
},
},
out: out{
atTime: []model.Values{
{
{
Timestamp: instant.Add(time.Second * time.Duration(*leveldbChunkSize/2)),
Value: 100,
},
{
Timestamp: instant.Add(time.Second * (time.Duration(*leveldbChunkSize/2) + 1)),
Value: 101,
},
},
},
},
},
}
)
for i, scenario := range scenarios {
tiered, closer := NewTestTieredStorage(t)
err := tiered.AppendSamples(scenario.data)
if err != nil {
t.Fatalf("%d. failed to add fixture data: %s", i, err)
}
if flushToDisk {
tiered.Flush()
} else {
tiered.writeMemory()
}
requestBuilder := NewViewRequestBuilder()
for _, atTime := range scenario.in.atTime {
requestBuilder.GetMetricAtTime(fingerprint, atTime.time)
}
for _, atInterval := range scenario.in.atInterval {
requestBuilder.GetMetricAtInterval(fingerprint, atInterval.from, atInterval.through, atInterval.interval)
}
for _, alongRange := range scenario.in.alongRange {
requestBuilder.GetMetricRange(fingerprint, alongRange.from, alongRange.through)
}
v, err := tiered.MakeView(requestBuilder, time.Second*5)
if err != nil {
t.Fatalf("%d. failed due to %s", i, err)
}
for j, atTime := range scenario.in.atTime {
actual := v.GetValueAtTime(fingerprint, atTime.time)
if len(actual) != len(scenario.out.atTime[j]) {
t.Fatalf("%d.%d. expected %d output, got %d", i, j, len(scenario.out.atTime[j]), len(actual))
}
for k, value := range scenario.out.atTime[j] {
if value.Value != actual[k].Value {
t.Fatalf("%d.%d.%d expected %v value, got %v", i, j, k, value.Value, actual[k].Value)
}
if !value.Timestamp.Equal(actual[k].Timestamp) {
t.Fatalf("%d.%d.%d expected %s timestamp, got %s", i, j, k, value.Timestamp, actual[k].Timestamp)
}
}
}
closer.Close()
}
}
func TestMakeViewFlush(t *testing.T) {
testMakeView(t, true)
}
func BenchmarkMakeViewFlush(b *testing.B) {
for i := 0; i < b.N; i++ {
testMakeView(b, true)
}
}
func TestMakeViewNoFlush(t *testing.T) {
testMakeView(t, false)
}
func BenchmarkMakeViewNoFlush(b *testing.B) {
for i := 0; i < b.N; i++ {
testMakeView(b, false)
}
}
func TestGetAllValuesForLabel(t *testing.T) {
type in struct {
metricName string
appendToMemory bool
appendToDisk bool
}
scenarios := []struct {
in []in
out []string
}{
{
// Empty case.
}, {
in: []in{
{
metricName: "request_count",
appendToMemory: false,
appendToDisk: true,
},
},
out: []string{
"request_count",
},
}, {
in: []in{
{
metricName: "request_count",
appendToMemory: true,
appendToDisk: false,
},
{
metricName: "start_time",
appendToMemory: false,
appendToDisk: true,
},
},
out: []string{
"request_count",
"start_time",
},
}, {
in: []in{
{
metricName: "request_count",
appendToMemory: true,
appendToDisk: true,
},
{
metricName: "start_time",
appendToMemory: true,
appendToDisk: true,
},
},
out: []string{
"request_count",
"start_time",
},
},
}
for i, scenario := range scenarios {
tiered, closer := NewTestTieredStorage(t)
for j, metric := range scenario.in {
sample := model.Sample{
Metric: model.Metric{model.MetricNameLabel: model.LabelValue(metric.metricName)},
}
if metric.appendToMemory {
if err := tiered.memoryArena.AppendSample(sample); err != nil {
t.Fatalf("%d.%d. failed to add fixture data: %s", i, j, err)
}
}
if metric.appendToDisk {
if err := tiered.DiskStorage.AppendSample(sample); err != nil {
t.Fatalf("%d.%d. failed to add fixture data: %s", i, j, err)
}
}
}
metricNames, err := tiered.GetAllValuesForLabel(model.MetricNameLabel)
closer.Close()
if err != nil {
t.Fatalf("%d. Error getting metric names: %s", i, err)
}
if len(metricNames) != len(scenario.out) {
t.Fatalf("%d. Expected metric count %d, got %d", i, len(scenario.out), len(metricNames))
}
sort.Sort(metricNames)
for j, expected := range scenario.out {
if expected != string(metricNames[j]) {
t.Fatalf("%d.%d. Expected metric %s, got %s", i, j, expected, metricNames[j])
}
}
}
}
func TestGetFingerprintsForLabelSet(t *testing.T) {
tiered, closer := NewTestTieredStorage(t)
defer closer.Close()
memorySample := model.Sample{
Metric: model.Metric{model.MetricNameLabel: "http_requests", "method": "/foo"},
}
diskSample := model.Sample{
Metric: model.Metric{model.MetricNameLabel: "http_requests", "method": "/bar"},
}
if err := tiered.memoryArena.AppendSample(memorySample); err != nil {
t.Fatalf("Failed to add fixture data: %s", err)
}
if err := tiered.DiskStorage.AppendSample(diskSample); err != nil {
t.Fatalf("Failed to add fixture data: %s", err)
}
tiered.Flush()
scenarios := []struct {
labels model.LabelSet
fpCount int
}{
{
labels: model.LabelSet{},
fpCount: 0,
}, {
labels: model.LabelSet{
model.MetricNameLabel: "http_requests",
},
fpCount: 2,
}, {
labels: model.LabelSet{
model.MetricNameLabel: "http_requests",
"method": "/foo",
},
fpCount: 1,
}, {
labels: model.LabelSet{
model.MetricNameLabel: "http_requests",
"method": "/bar",
},
fpCount: 1,
}, {
labels: model.LabelSet{
model.MetricNameLabel: "http_requests",
"method": "/baz",
},
fpCount: 0,
},
}
for i, scenario := range scenarios {
fingerprints, err := tiered.GetFingerprintsForLabelSet(scenario.labels)
if err != nil {
t.Fatalf("%d. Error getting metric names: %s", i, err)
}
if len(fingerprints) != scenario.fpCount {
t.Fatalf("%d. Expected metric count %d, got %d", i, scenario.fpCount, len(fingerprints))
}
}
}
func testTruncateBefore(t test.Tester) {
type in struct {
values model.Values
time time.Time
}
instant := time.Now()
var scenarios = []struct {
in in
out model.Values
}{
{
in: in{
time: instant,
values: model.Values{
{
Value: 0,
Timestamp: instant,
},
{
Value: 1,
Timestamp: instant.Add(time.Second),
},
{
Value: 2,
Timestamp: instant.Add(2 * time.Second),
},
{
Value: 3,
Timestamp: instant.Add(3 * time.Second),
},
{
Value: 4,
Timestamp: instant.Add(4 * time.Second),
},
},
},
out: model.Values{
{
Value: 0,
Timestamp: instant,
},
{
Value: 1,
Timestamp: instant.Add(time.Second),
},
{
Value: 2,
Timestamp: instant.Add(2 * time.Second),
},
{
Value: 3,
Timestamp: instant.Add(3 * time.Second),
},
{
Value: 4,
Timestamp: instant.Add(4 * time.Second),
},
},
},
{
in: in{
time: instant.Add(2 * time.Second),
values: model.Values{
{
Value: 0,
Timestamp: instant,
},
{
Value: 1,
Timestamp: instant.Add(time.Second),
},
{
Value: 2,
Timestamp: instant.Add(2 * time.Second),
},
{
Value: 3,
Timestamp: instant.Add(3 * time.Second),
},
{
Value: 4,
Timestamp: instant.Add(4 * time.Second),
},
},
},
out: model.Values{
{
Value: 1,
Timestamp: instant.Add(time.Second),
},
{
Value: 2,
Timestamp: instant.Add(2 * time.Second),
},
{
Value: 3,
Timestamp: instant.Add(3 * time.Second),
},
{
Value: 4,
Timestamp: instant.Add(4 * time.Second),
},
},
},
{
in: in{
time: instant.Add(5 * time.Second),
values: model.Values{
{
Value: 0,
Timestamp: instant,
},
{
Value: 1,
Timestamp: instant.Add(time.Second),
},
{
Value: 2,
Timestamp: instant.Add(2 * time.Second),
},
{
Value: 3,
Timestamp: instant.Add(3 * time.Second),
},
{
Value: 4,
Timestamp: instant.Add(4 * time.Second),
},
},
},
out: model.Values{
// Preserve the last value in case it needs to be used for the next set.
{
Value: 4,
Timestamp: instant.Add(4 * time.Second),
},
},
},
}
for i, scenario := range scenarios {
actual := chunk(scenario.in.values).TruncateBefore(scenario.in.time)
if len(actual) != len(scenario.out) {
t.Fatalf("%d. expected length of %d, got %d", i, len(scenario.out), len(actual))
}
for j, actualValue := range actual {
if !actualValue.Equal(scenario.out[j]) {
t.Fatalf("%d.%d. expected %s, got %s", i, j, scenario.out[j], actualValue)
}
}
}
}
func TestTruncateBefore(t *testing.T) {
testTruncateBefore(t)
}