prometheus/pkg/textparse/openmetricsparse.go
beorn7 5de2df752f Hacky implementation of protobuf parsing
This "brings back" protobuf parsing, with the only goal to play with
the new sparse histograms.

The Prom-2.x style parser is highly adapted to the structure of the
Prometheus text format (and later OpenMetrics). Some jumping through
hoops is required to feed protobuf into it.

This is not meant to be a model for the final implementation. It
should just enable sparse histogram ingestion at a reasonable
efficiency.

Following known shortcomings and flaws:

- No tests yet.

- Summaries and legacy histograms, i.e. without sparse buckets, are
  ignored.

- Staleness doesn't work (but this could be fixed in the appender, to
  be discussed).

- No tricks have been tried that would be similar to the tricks the
  text parsers do (like direct pointers into the HTTP response
  body). That makes things weird here. Tricky optimizations only make
  sense once the final format is specified, which will almost
  certainly not be the old protobuf format. (Interestingly, I expect
  this implementation to be in fact much more efficient than the
  original protobuf ingestion in Prom-1.x.)

- This is using a proto3 version of metrics.proto (mostly to be
  consistent with the other protobuf uses). However, proto3 sees no
  difference between an unset field. We depend on that to distinguish
  between an unset timestamp and the timestamp 0 (1970-01-01, 00:00:00
  UTC). In this experimental code, we just assume that timestamp is
  never specified and therefore a timestamp of 0 always is interpreted
  as "not set".

Signed-off-by: beorn7 <beorn@grafana.com>
2021-07-01 01:35:11 +02:00

485 lines
13 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.
//go:generate go get -u modernc.org/golex
//go:generate golex -o=openmetricslex.l.go openmetricslex.l
package textparse
import (
"bytes"
"fmt"
"io"
"math"
"sort"
"strings"
"unicode/utf8"
"github.com/pkg/errors"
"github.com/prometheus/prometheus/pkg/exemplar"
"github.com/prometheus/prometheus/pkg/histogram"
"github.com/prometheus/prometheus/pkg/labels"
"github.com/prometheus/prometheus/pkg/value"
)
var allowedSuffixes = [][]byte{[]byte("_total"), []byte("_bucket")}
type openMetricsLexer struct {
b []byte
i int
start int
err error
state int
}
// buf returns the buffer of the current token.
func (l *openMetricsLexer) buf() []byte {
return l.b[l.start:l.i]
}
func (l *openMetricsLexer) cur() byte {
if l.i < len(l.b) {
return l.b[l.i]
}
return byte(' ')
}
// next advances the openMetricsLexer to the next character.
func (l *openMetricsLexer) next() byte {
l.i++
if l.i >= len(l.b) {
l.err = io.EOF
return byte(tEOF)
}
// Lex struggles with null bytes. If we are in a label value or help string, where
// they are allowed, consume them here immediately.
for l.b[l.i] == 0 && (l.state == sLValue || l.state == sMeta2 || l.state == sComment) {
l.i++
if l.i >= len(l.b) {
l.err = io.EOF
return byte(tEOF)
}
}
return l.b[l.i]
}
func (l *openMetricsLexer) Error(es string) {
l.err = errors.New(es)
}
// OpenMetricsParser parses samples from a byte slice of samples in the official
// OpenMetrics text exposition format.
// This is based on the working draft https://docs.google.com/document/u/1/d/1KwV0mAXwwbvvifBvDKH_LU1YjyXE_wxCkHNoCGq1GX0/edit
type OpenMetricsParser struct {
l *openMetricsLexer
series []byte
text []byte
mtype MetricType
val float64
ts int64
hasTS bool
start int
offsets []int
eOffsets []int
exemplar []byte
exemplarVal float64
exemplarTs int64
hasExemplarTs bool
}
// NewOpenMetricsParser returns a new parser of the byte slice.
func NewOpenMetricsParser(b []byte) Parser {
return &OpenMetricsParser{l: &openMetricsLexer{b: b}}
}
// Series returns the bytes of the series, the timestamp if set, and the value
// of the current sample.
func (p *OpenMetricsParser) Series() ([]byte, *int64, float64) {
if p.hasTS {
ts := p.ts
return p.series, &ts, p.val
}
return p.series, nil, p.val
}
// Histogram always returns (nil, nil, SparseHistogram{}) because OpenMetrics
// does not support sparse histograms.
func (p *OpenMetricsParser) Histogram() ([]byte, *int64, histogram.SparseHistogram) {
return nil, nil, histogram.SparseHistogram{}
}
// Help returns the metric name and help text in the current entry.
// Must only be called after Next returned a help entry.
// The returned byte slices become invalid after the next call to Next.
func (p *OpenMetricsParser) Help() ([]byte, []byte) {
m := p.l.b[p.offsets[0]:p.offsets[1]]
// Replacer causes allocations. Replace only when necessary.
if strings.IndexByte(yoloString(p.text), byte('\\')) >= 0 {
// OpenMetrics always uses the Prometheus format label value escaping.
return m, []byte(lvalReplacer.Replace(string(p.text)))
}
return m, p.text
}
// Type returns the metric name and type in the current entry.
// Must only be called after Next returned a type entry.
// The returned byte slices become invalid after the next call to Next.
func (p *OpenMetricsParser) Type() ([]byte, MetricType) {
return p.l.b[p.offsets[0]:p.offsets[1]], p.mtype
}
// Unit returns the metric name and unit in the current entry.
// Must only be called after Next returned a unit entry.
// The returned byte slices become invalid after the next call to Next.
func (p *OpenMetricsParser) Unit() ([]byte, []byte) {
// The Prometheus format does not have units.
return p.l.b[p.offsets[0]:p.offsets[1]], p.text
}
// Comment returns the text of the current comment.
// Must only be called after Next returned a comment entry.
// The returned byte slice becomes invalid after the next call to Next.
func (p *OpenMetricsParser) Comment() []byte {
return p.text
}
// Metric writes the labels of the current sample into the passed labels.
// It returns the string from which the metric was parsed.
func (p *OpenMetricsParser) Metric(l *labels.Labels) string {
// Allocate the full immutable string immediately, so we just
// have to create references on it below.
s := string(p.series)
*l = append(*l, labels.Label{
Name: labels.MetricName,
Value: s[:p.offsets[0]-p.start],
})
for i := 1; i < len(p.offsets); i += 4 {
a := p.offsets[i] - p.start
b := p.offsets[i+1] - p.start
c := p.offsets[i+2] - p.start
d := p.offsets[i+3] - p.start
// Replacer causes allocations. Replace only when necessary.
if strings.IndexByte(s[c:d], byte('\\')) >= 0 {
*l = append(*l, labels.Label{Name: s[a:b], Value: lvalReplacer.Replace(s[c:d])})
continue
}
*l = append(*l, labels.Label{Name: s[a:b], Value: s[c:d]})
}
// Sort labels. We can skip the first entry since the metric name is
// already at the right place.
sort.Sort((*l)[1:])
return s
}
// Exemplar writes the exemplar of the current sample into the passed
// exemplar. It returns the whether an exemplar exists.
func (p *OpenMetricsParser) Exemplar(e *exemplar.Exemplar) bool {
if len(p.exemplar) == 0 {
return false
}
// Allocate the full immutable string immediately, so we just
// have to create references on it below.
s := string(p.exemplar)
e.Value = p.exemplarVal
if p.hasExemplarTs {
e.HasTs = true
e.Ts = p.exemplarTs
}
for i := 0; i < len(p.eOffsets); i += 4 {
a := p.eOffsets[i] - p.start
b := p.eOffsets[i+1] - p.start
c := p.eOffsets[i+2] - p.start
d := p.eOffsets[i+3] - p.start
e.Labels = append(e.Labels, labels.Label{Name: s[a:b], Value: s[c:d]})
}
// Sort the labels.
sort.Sort(e.Labels)
return true
}
// nextToken returns the next token from the openMetricsLexer.
func (p *OpenMetricsParser) nextToken() token {
tok := p.l.Lex()
return tok
}
// Next advances the parser to the next sample. It returns false if no
// more samples were read or an error occurred.
func (p *OpenMetricsParser) Next() (Entry, error) {
var err error
p.start = p.l.i
p.offsets = p.offsets[:0]
p.eOffsets = p.eOffsets[:0]
p.exemplar = p.exemplar[:0]
p.exemplarVal = 0
p.hasExemplarTs = false
switch t := p.nextToken(); t {
case tEOFWord:
if t := p.nextToken(); t != tEOF {
return EntryInvalid, errors.New("unexpected data after # EOF")
}
return EntryInvalid, io.EOF
case tEOF:
return EntryInvalid, errors.New("data does not end with # EOF")
case tHelp, tType, tUnit:
switch t := p.nextToken(); t {
case tMName:
p.offsets = append(p.offsets, p.l.start, p.l.i)
default:
return EntryInvalid, parseError("expected metric name after HELP", t)
}
switch t := p.nextToken(); t {
case tText:
if len(p.l.buf()) > 1 {
p.text = p.l.buf()[1 : len(p.l.buf())-1]
} else {
p.text = []byte{}
}
default:
return EntryInvalid, parseError("expected text in HELP", t)
}
switch t {
case tType:
switch s := yoloString(p.text); s {
case "counter":
p.mtype = MetricTypeCounter
case "gauge":
p.mtype = MetricTypeGauge
case "histogram":
p.mtype = MetricTypeHistogram
case "gaugehistogram":
p.mtype = MetricTypeGaugeHistogram
case "summary":
p.mtype = MetricTypeSummary
case "info":
p.mtype = MetricTypeInfo
case "stateset":
p.mtype = MetricTypeStateset
case "unknown":
p.mtype = MetricTypeUnknown
default:
return EntryInvalid, errors.Errorf("invalid metric type %q", s)
}
case tHelp:
if !utf8.Valid(p.text) {
return EntryInvalid, errors.New("help text is not a valid utf8 string")
}
}
switch t {
case tHelp:
return EntryHelp, nil
case tType:
return EntryType, nil
case tUnit:
m := yoloString(p.l.b[p.offsets[0]:p.offsets[1]])
u := yoloString(p.text)
if len(u) > 0 {
if !strings.HasSuffix(m, u) || len(m) < len(u)+1 || p.l.b[p.offsets[1]-len(u)-1] != '_' {
return EntryInvalid, errors.Errorf("unit not a suffix of metric %q", m)
}
}
return EntryUnit, nil
}
case tMName:
p.offsets = append(p.offsets, p.l.i)
p.series = p.l.b[p.start:p.l.i]
t2 := p.nextToken()
if t2 == tBraceOpen {
offsets, err := p.parseLVals()
if err != nil {
return EntryInvalid, err
}
p.offsets = append(p.offsets, offsets...)
p.series = p.l.b[p.start:p.l.i]
t2 = p.nextToken()
}
p.val, err = p.getFloatValue(t2, "metric")
if err != nil {
return EntryInvalid, err
}
p.hasTS = false
switch t2 := p.nextToken(); t2 {
case tEOF:
return EntryInvalid, errors.New("data does not end with # EOF")
case tLinebreak:
break
case tComment:
if err := p.parseComment(); err != nil {
return EntryInvalid, err
}
case tTimestamp:
p.hasTS = true
var ts float64
// A float is enough to hold what we need for millisecond resolution.
if ts, err = parseFloat(yoloString(p.l.buf()[1:])); err != nil {
return EntryInvalid, err
}
p.ts = int64(ts * 1000)
switch t3 := p.nextToken(); t3 {
case tLinebreak:
case tComment:
if err := p.parseComment(); err != nil {
return EntryInvalid, err
}
default:
return EntryInvalid, parseError("expected next entry after timestamp", t3)
}
default:
return EntryInvalid, parseError("expected timestamp or # symbol", t2)
}
return EntrySeries, nil
default:
err = errors.Errorf("%q %q is not a valid start token", t, string(p.l.cur()))
}
return EntryInvalid, err
}
func (p *OpenMetricsParser) parseComment() error {
// Validate the name of the metric. It must have _total or _bucket as
// suffix for exemplars to be supported.
if err := p.validateNameForExemplar(p.series[:p.offsets[0]-p.start]); err != nil {
return err
}
// Parse the labels.
offsets, err := p.parseLVals()
if err != nil {
return err
}
p.eOffsets = append(p.eOffsets, offsets...)
p.exemplar = p.l.b[p.start:p.l.i]
// Get the value.
p.exemplarVal, err = p.getFloatValue(p.nextToken(), "exemplar labels")
if err != nil {
return err
}
// Read the optional timestamp.
p.hasExemplarTs = false
switch t2 := p.nextToken(); t2 {
case tEOF:
return errors.New("data does not end with # EOF")
case tLinebreak:
break
case tTimestamp:
p.hasExemplarTs = true
var ts float64
// A float is enough to hold what we need for millisecond resolution.
if ts, err = parseFloat(yoloString(p.l.buf()[1:])); err != nil {
return err
}
p.exemplarTs = int64(ts * 1000)
switch t3 := p.nextToken(); t3 {
case tLinebreak:
default:
return parseError("expected next entry after exemplar timestamp", t3)
}
default:
return parseError("expected timestamp or comment", t2)
}
return nil
}
func (p *OpenMetricsParser) parseLVals() ([]int, error) {
var offsets []int
first := true
for {
t := p.nextToken()
switch t {
case tBraceClose:
return offsets, nil
case tComma:
if first {
return nil, parseError("expected label name or left brace", t)
}
t = p.nextToken()
if t != tLName {
return nil, parseError("expected label name", t)
}
case tLName:
if !first {
return nil, parseError("expected comma", t)
}
default:
if first {
return nil, parseError("expected label name or left brace", t)
}
return nil, parseError("expected comma or left brace", t)
}
first = false
// t is now a label name.
offsets = append(offsets, p.l.start, p.l.i)
if t := p.nextToken(); t != tEqual {
return nil, parseError("expected equal", t)
}
if t := p.nextToken(); t != tLValue {
return nil, parseError("expected label value", t)
}
if !utf8.Valid(p.l.buf()) {
return nil, errors.New("invalid UTF-8 label value")
}
// The openMetricsLexer ensures the value string is quoted. Strip first
// and last character.
offsets = append(offsets, p.l.start+1, p.l.i-1)
}
}
func (p *OpenMetricsParser) getFloatValue(t token, after string) (float64, error) {
if t != tValue {
return 0, parseError(fmt.Sprintf("expected value after %v", after), t)
}
val, err := parseFloat(yoloString(p.l.buf()[1:]))
if err != nil {
return 0, err
}
// Ensure canonical NaN value.
if math.IsNaN(p.exemplarVal) {
val = math.Float64frombits(value.NormalNaN)
}
return val, nil
}
func (p *OpenMetricsParser) validateNameForExemplar(name []byte) error {
for _, suffix := range allowedSuffixes {
if bytes.HasSuffix(name, suffix) {
return nil
}
}
return fmt.Errorf("metric name %v does not support exemplars", string(name))
}