prometheus/tsdb/record/record.go
Dieter Plaetinck 0fac9bb859
Add basic initial developer docs for TSDB (#9451)
* Add basic initial developer docs for TSDB

There's a decent amount of content already out there (blog posts,
conference talks, etc), but:
* when they get stale, they don't tend to get updated
* they still leave me with questions that I'ld like to answer
  for developers (like me) who want to use, or work with, TSDB

What I propose is developer docs inside the prometheus
repository.  Easy to find and harness the power of the community
to expand it and keep it up to date.

* perfect is the enemy of good.  Let's have a base and incrementally improve
* Markdown docs should be broad but not too deep.  Source code comments
  can complement them, and are the ideal place for implementation details.

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* use example code that works out of the box

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* Apply suggestions from code review

Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com>
Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* PR feedback

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* more docs

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* PR feedback

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* Apply suggestions from code review

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

Co-authored-by: Bartlomiej Plotka <bwplotka@gmail.com>

* Apply suggestions from code review

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com>

* feedback

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* Update tsdb/docs/usage.md

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com>

* final tweaks

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* workaround docs versioning issue

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* Move example code to real executable, testable example.

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* cleanup example test and make sure it always reproduces

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* obtain temp dir in a way that works with older Go versions

Signed-off-by: Dieter Plaetinck <dieter@grafana.com>

* Fix Ganesh's comments

Signed-off-by: Ganesh Vernekar <ganeshvern@gmail.com>

Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com>
Co-authored-by: Bartlomiej Plotka <bwplotka@gmail.com>
Co-authored-by: Ganesh Vernekar <ganeshvern@gmail.com>
2021-11-17 15:51:27 +05:30

319 lines
8.3 KiB
Go

// Copyright 2018 The Prometheus Authors
// 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 record contains the various record types used for encoding various Head block data in the WAL and in-memory snapshot.
package record
import (
"math"
"sort"
"github.com/pkg/errors"
"github.com/prometheus/prometheus/model/labels"
"github.com/prometheus/prometheus/storage"
"github.com/prometheus/prometheus/tsdb/chunks"
"github.com/prometheus/prometheus/tsdb/encoding"
"github.com/prometheus/prometheus/tsdb/tombstones"
)
// Type represents the data type of a record.
type Type uint8
const (
// Unknown is returned for unrecognised WAL record types.
Unknown Type = 255
// Series is used to match WAL records of type Series.
Series Type = 1
// Samples is used to match WAL records of type Samples.
Samples Type = 2
// Tombstones is used to match WAL records of type Tombstones.
Tombstones Type = 3
// Exemplars is used to match WAL records of type Exemplars.
Exemplars Type = 4
)
// ErrNotFound is returned if a looked up resource was not found. Duplicate ErrNotFound from head.go.
var ErrNotFound = errors.New("not found")
// RefSeries is the series labels with the series ID.
type RefSeries struct {
Ref chunks.HeadSeriesRef
Labels labels.Labels
}
// RefSample is a timestamp/value pair associated with a reference to a series.
type RefSample struct {
Ref chunks.HeadSeriesRef
T int64
V float64
}
// RefExemplar is an exemplar with it's labels, timestamp, value the exemplar was collected/observed with, and a reference to a series.
type RefExemplar struct {
Ref chunks.HeadSeriesRef
T int64
V float64
Labels labels.Labels
}
// Decoder decodes series, sample, and tombstone records.
// The zero value is ready to use.
type Decoder struct{}
// Type returns the type of the record.
// Returns RecordUnknown if no valid record type is found.
func (d *Decoder) Type(rec []byte) Type {
if len(rec) < 1 {
return Unknown
}
switch t := Type(rec[0]); t {
case Series, Samples, Tombstones, Exemplars:
return t
}
return Unknown
}
// Series appends series in rec to the given slice.
func (d *Decoder) Series(rec []byte, series []RefSeries) ([]RefSeries, error) {
dec := encoding.Decbuf{B: rec}
if Type(dec.Byte()) != Series {
return nil, errors.New("invalid record type")
}
for len(dec.B) > 0 && dec.Err() == nil {
ref := storage.SeriesRef(dec.Be64())
lset := make(labels.Labels, dec.Uvarint())
for i := range lset {
lset[i].Name = dec.UvarintStr()
lset[i].Value = dec.UvarintStr()
}
sort.Sort(lset)
series = append(series, RefSeries{
Ref: chunks.HeadSeriesRef(ref),
Labels: lset,
})
}
if dec.Err() != nil {
return nil, dec.Err()
}
if len(dec.B) > 0 {
return nil, errors.Errorf("unexpected %d bytes left in entry", len(dec.B))
}
return series, nil
}
// Samples appends samples in rec to the given slice.
func (d *Decoder) Samples(rec []byte, samples []RefSample) ([]RefSample, error) {
dec := encoding.Decbuf{B: rec}
if Type(dec.Byte()) != Samples {
return nil, errors.New("invalid record type")
}
if dec.Len() == 0 {
return samples, nil
}
var (
baseRef = dec.Be64()
baseTime = dec.Be64int64()
)
for len(dec.B) > 0 && dec.Err() == nil {
dref := dec.Varint64()
dtime := dec.Varint64()
val := dec.Be64()
samples = append(samples, RefSample{
Ref: chunks.HeadSeriesRef(int64(baseRef) + dref),
T: baseTime + dtime,
V: math.Float64frombits(val),
})
}
if dec.Err() != nil {
return nil, errors.Wrapf(dec.Err(), "decode error after %d samples", len(samples))
}
if len(dec.B) > 0 {
return nil, errors.Errorf("unexpected %d bytes left in entry", len(dec.B))
}
return samples, nil
}
// Tombstones appends tombstones in rec to the given slice.
func (d *Decoder) Tombstones(rec []byte, tstones []tombstones.Stone) ([]tombstones.Stone, error) {
dec := encoding.Decbuf{B: rec}
if Type(dec.Byte()) != Tombstones {
return nil, errors.New("invalid record type")
}
for dec.Len() > 0 && dec.Err() == nil {
tstones = append(tstones, tombstones.Stone{
Ref: storage.SeriesRef(dec.Be64()),
Intervals: tombstones.Intervals{
{Mint: dec.Varint64(), Maxt: dec.Varint64()},
},
})
}
if dec.Err() != nil {
return nil, dec.Err()
}
if len(dec.B) > 0 {
return nil, errors.Errorf("unexpected %d bytes left in entry", len(dec.B))
}
return tstones, nil
}
func (d *Decoder) Exemplars(rec []byte, exemplars []RefExemplar) ([]RefExemplar, error) {
dec := encoding.Decbuf{B: rec}
t := Type(dec.Byte())
if t != Exemplars {
return nil, errors.New("invalid record type")
}
return d.ExemplarsFromBuffer(&dec, exemplars)
}
func (d *Decoder) ExemplarsFromBuffer(dec *encoding.Decbuf, exemplars []RefExemplar) ([]RefExemplar, error) {
if dec.Len() == 0 {
return exemplars, nil
}
var (
baseRef = dec.Be64()
baseTime = dec.Be64int64()
)
for len(dec.B) > 0 && dec.Err() == nil {
dref := dec.Varint64()
dtime := dec.Varint64()
val := dec.Be64()
lset := make(labels.Labels, dec.Uvarint())
for i := range lset {
lset[i].Name = dec.UvarintStr()
lset[i].Value = dec.UvarintStr()
}
sort.Sort(lset)
exemplars = append(exemplars, RefExemplar{
Ref: chunks.HeadSeriesRef(baseRef + uint64(dref)),
T: baseTime + dtime,
V: math.Float64frombits(val),
Labels: lset,
})
}
if dec.Err() != nil {
return nil, errors.Wrapf(dec.Err(), "decode error after %d exemplars", len(exemplars))
}
if len(dec.B) > 0 {
return nil, errors.Errorf("unexpected %d bytes left in entry", len(dec.B))
}
return exemplars, nil
}
// Encoder encodes series, sample, and tombstones records.
// The zero value is ready to use.
type Encoder struct{}
// Series appends the encoded series to b and returns the resulting slice.
func (e *Encoder) Series(series []RefSeries, b []byte) []byte {
buf := encoding.Encbuf{B: b}
buf.PutByte(byte(Series))
for _, s := range series {
buf.PutBE64(uint64(s.Ref))
buf.PutUvarint(len(s.Labels))
for _, l := range s.Labels {
buf.PutUvarintStr(l.Name)
buf.PutUvarintStr(l.Value)
}
}
return buf.Get()
}
// Samples appends the encoded samples to b and returns the resulting slice.
func (e *Encoder) Samples(samples []RefSample, b []byte) []byte {
buf := encoding.Encbuf{B: b}
buf.PutByte(byte(Samples))
if len(samples) == 0 {
return buf.Get()
}
// Store base timestamp and base reference number of first sample.
// All samples encode their timestamp and ref as delta to those.
first := samples[0]
buf.PutBE64(uint64(first.Ref))
buf.PutBE64int64(first.T)
for _, s := range samples {
buf.PutVarint64(int64(s.Ref) - int64(first.Ref))
buf.PutVarint64(s.T - first.T)
buf.PutBE64(math.Float64bits(s.V))
}
return buf.Get()
}
// Tombstones appends the encoded tombstones to b and returns the resulting slice.
func (e *Encoder) Tombstones(tstones []tombstones.Stone, b []byte) []byte {
buf := encoding.Encbuf{B: b}
buf.PutByte(byte(Tombstones))
for _, s := range tstones {
for _, iv := range s.Intervals {
buf.PutBE64(uint64(s.Ref))
buf.PutVarint64(iv.Mint)
buf.PutVarint64(iv.Maxt)
}
}
return buf.Get()
}
func (e *Encoder) Exemplars(exemplars []RefExemplar, b []byte) []byte {
buf := encoding.Encbuf{B: b}
buf.PutByte(byte(Exemplars))
if len(exemplars) == 0 {
return buf.Get()
}
e.EncodeExemplarsIntoBuffer(exemplars, &buf)
return buf.Get()
}
func (e *Encoder) EncodeExemplarsIntoBuffer(exemplars []RefExemplar, buf *encoding.Encbuf) {
// Store base timestamp and base reference number of first sample.
// All samples encode their timestamp and ref as delta to those.
first := exemplars[0]
buf.PutBE64(uint64(first.Ref))
buf.PutBE64int64(first.T)
for _, ex := range exemplars {
buf.PutVarint64(int64(ex.Ref) - int64(first.Ref))
buf.PutVarint64(ex.T - first.T)
buf.PutBE64(math.Float64bits(ex.V))
buf.PutUvarint(len(ex.Labels))
for _, l := range ex.Labels {
buf.PutUvarintStr(l.Name)
buf.PutUvarintStr(l.Value)
}
}
}