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Porting promlint from prometheus/prometheus.
Signed-off-by: RainbowMango <[email protected]>
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// Copyright 2017 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. | ||
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// Package promlint provides a linter for Prometheus metrics. | ||
package promlint | ||
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import ( | ||
"fmt" | ||
"io" | ||
"regexp" | ||
"sort" | ||
"strings" | ||
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dto "github.com/prometheus/client_model/go" | ||
"github.com/prometheus/common/expfmt" | ||
) | ||
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// A Linter is a Prometheus metrics linter. It identifies issues with metric | ||
// names, types, and metadata, and reports them to the caller. | ||
type Linter struct { | ||
r io.Reader | ||
} | ||
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// A Problem is an issue detected by a Linter. | ||
type Problem struct { | ||
// The name of the metric indicated by this Problem. | ||
Metric string | ||
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// A description of the issue for this Problem. | ||
Text string | ||
} | ||
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// problems is a slice of Problems with a helper method to easily append | ||
// additional Problems to the slice. | ||
type problems []Problem | ||
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// Add appends a new Problem to the slice for the specified metric, with | ||
// the specified issue text. | ||
func (p *problems) Add(mf dto.MetricFamily, text string) { | ||
*p = append(*p, Problem{ | ||
Metric: mf.GetName(), | ||
Text: text, | ||
}) | ||
} | ||
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// New creates a new Linter that reads an input stream of Prometheus metrics. | ||
// Only the text exposition format is supported. | ||
func New(r io.Reader) *Linter { | ||
return &Linter{ | ||
r: r, | ||
} | ||
} | ||
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// Lint performs a linting pass, returning a slice of Problems indicating any | ||
// issues found in the metrics stream. The slice is sorted by metric name | ||
// and issue description. | ||
func (l *Linter) Lint() ([]Problem, error) { | ||
// TODO(mdlayher): support for protobuf exposition format? | ||
d := expfmt.NewDecoder(l.r, expfmt.FmtText) | ||
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var problems []Problem | ||
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var mf dto.MetricFamily | ||
for { | ||
if err := d.Decode(&mf); err != nil { | ||
if err == io.EOF { | ||
break | ||
} | ||
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return nil, err | ||
} | ||
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problems = append(problems, lint(mf)...) | ||
} | ||
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// Ensure deterministic output. | ||
sort.SliceStable(problems, func(i, j int) bool { | ||
if problems[i].Metric == problems[j].Metric { | ||
return problems[i].Text < problems[j].Text | ||
} | ||
return problems[i].Metric < problems[j].Metric | ||
}) | ||
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return problems, nil | ||
} | ||
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// lint is the entry point for linting a single metric. | ||
func lint(mf dto.MetricFamily) []Problem { | ||
fns := []func(mf dto.MetricFamily) []Problem{ | ||
lintHelp, | ||
lintMetricUnits, | ||
lintCounter, | ||
lintHistogramSummaryReserved, | ||
lintMetricTypeInName, | ||
lintReservedChars, | ||
lintCamelCase, | ||
lintUnitAbbreviations, | ||
} | ||
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var problems []Problem | ||
for _, fn := range fns { | ||
problems = append(problems, fn(mf)...) | ||
} | ||
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// TODO(mdlayher): lint rules for specific metrics types. | ||
return problems | ||
} | ||
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// lintHelp detects issues related to the help text for a metric. | ||
func lintHelp(mf dto.MetricFamily) []Problem { | ||
var problems problems | ||
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// Expect all metrics to have help text available. | ||
if mf.Help == nil { | ||
problems.Add(mf, "no help text") | ||
} | ||
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return problems | ||
} | ||
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// lintMetricUnits detects issues with metric unit names. | ||
func lintMetricUnits(mf dto.MetricFamily) []Problem { | ||
var problems problems | ||
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unit, base, ok := metricUnits(*mf.Name) | ||
if !ok { | ||
// No known units detected. | ||
return nil | ||
} | ||
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// Unit is already a base unit. | ||
if unit == base { | ||
return nil | ||
} | ||
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problems.Add(mf, fmt.Sprintf("use base unit %q instead of %q", base, unit)) | ||
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return problems | ||
} | ||
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// lintCounter detects issues specific to counters, as well as patterns that should | ||
// only be used with counters. | ||
func lintCounter(mf dto.MetricFamily) []Problem { | ||
var problems problems | ||
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isCounter := mf.GetType() == dto.MetricType_COUNTER | ||
isUntyped := mf.GetType() == dto.MetricType_UNTYPED | ||
hasTotalSuffix := strings.HasSuffix(mf.GetName(), "_total") | ||
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switch { | ||
case isCounter && !hasTotalSuffix: | ||
problems.Add(mf, `counter metrics should have "_total" suffix`) | ||
case !isUntyped && !isCounter && hasTotalSuffix: | ||
problems.Add(mf, `non-counter metrics should not have "_total" suffix`) | ||
} | ||
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return problems | ||
} | ||
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// lintHistogramSummaryReserved detects when other types of metrics use names or labels | ||
// reserved for use by histograms and/or summaries. | ||
func lintHistogramSummaryReserved(mf dto.MetricFamily) []Problem { | ||
// These rules do not apply to untyped metrics. | ||
t := mf.GetType() | ||
if t == dto.MetricType_UNTYPED { | ||
return nil | ||
} | ||
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var problems problems | ||
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isHistogram := t == dto.MetricType_HISTOGRAM | ||
isSummary := t == dto.MetricType_SUMMARY | ||
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n := mf.GetName() | ||
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if !isHistogram && strings.HasSuffix(n, "_bucket") { | ||
problems.Add(mf, `non-histogram metrics should not have "_bucket" suffix`) | ||
} | ||
if !isHistogram && !isSummary && strings.HasSuffix(n, "_count") { | ||
problems.Add(mf, `non-histogram and non-summary metrics should not have "_count" suffix`) | ||
} | ||
if !isHistogram && !isSummary && strings.HasSuffix(n, "_sum") { | ||
problems.Add(mf, `non-histogram and non-summary metrics should not have "_sum" suffix`) | ||
} | ||
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for _, m := range mf.GetMetric() { | ||
for _, l := range m.GetLabel() { | ||
ln := l.GetName() | ||
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if !isHistogram && ln == "le" { | ||
problems.Add(mf, `non-histogram metrics should not have "le" label`) | ||
} | ||
if !isSummary && ln == "quantile" { | ||
problems.Add(mf, `non-summary metrics should not have "quantile" label`) | ||
} | ||
} | ||
} | ||
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return problems | ||
} | ||
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// lintMetricTypeInName detects when metric types are included in the metric name. | ||
func lintMetricTypeInName(mf dto.MetricFamily) []Problem { | ||
var problems problems | ||
n := strings.ToLower(mf.GetName()) | ||
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for i, t := range dto.MetricType_name { | ||
if i == int32(dto.MetricType_UNTYPED) { | ||
continue | ||
} | ||
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typename := strings.ToLower(t) | ||
if strings.Contains(n, "_"+typename+"_") || strings.HasSuffix(n, "_"+typename) { | ||
problems.Add(mf, fmt.Sprintf(`metric name should not include type '%s'`, typename)) | ||
} | ||
} | ||
return problems | ||
} | ||
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// lintReservedChars detects colons in metric names. | ||
func lintReservedChars(mf dto.MetricFamily) []Problem { | ||
var problems problems | ||
if strings.Contains(mf.GetName(), ":") { | ||
problems.Add(mf, "metric names should not contain ':'") | ||
} | ||
return problems | ||
} | ||
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var camelCase = regexp.MustCompile(`[a-z][A-Z]`) | ||
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// lintCamelCase detects metric names and label names written in camelCase. | ||
func lintCamelCase(mf dto.MetricFamily) []Problem { | ||
var problems problems | ||
if camelCase.FindString(mf.GetName()) != "" { | ||
problems.Add(mf, "metric names should be written in 'snake_case' not 'camelCase'") | ||
} | ||
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for _, m := range mf.GetMetric() { | ||
for _, l := range m.GetLabel() { | ||
if camelCase.FindString(l.GetName()) != "" { | ||
problems.Add(mf, "label names should be written in 'snake_case' not 'camelCase'") | ||
} | ||
} | ||
} | ||
return problems | ||
} | ||
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// lintUnitAbbreviations detects abbreviated units in the metric name. | ||
func lintUnitAbbreviations(mf dto.MetricFamily) []Problem { | ||
var problems problems | ||
n := strings.ToLower(mf.GetName()) | ||
for _, s := range unitAbbreviations { | ||
if strings.Contains(n, "_"+s+"_") || strings.HasSuffix(n, "_"+s) { | ||
problems.Add(mf, "metric names should not contain abbreviated units") | ||
} | ||
} | ||
return problems | ||
} | ||
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// metricUnits attempts to detect known unit types used as part of a metric name, | ||
// e.g. "foo_bytes_total" or "bar_baz_milligrams". | ||
func metricUnits(m string) (unit string, base string, ok bool) { | ||
ss := strings.Split(m, "_") | ||
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for unit, base := range units { | ||
// Also check for "no prefix". | ||
for _, p := range append(unitPrefixes, "") { | ||
for _, s := range ss { | ||
// Attempt to explicitly match a known unit with a known prefix, | ||
// as some words may look like "units" when matching suffix. | ||
// | ||
// As an example, "thermometers" should not match "meters", but | ||
// "kilometers" should. | ||
if s == p+unit { | ||
return p + unit, base, true | ||
} | ||
} | ||
} | ||
} | ||
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return "", "", false | ||
} | ||
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// Units and their possible prefixes recognized by this library. More can be | ||
// added over time as needed. | ||
var ( | ||
// map a unit to the appropriate base unit. | ||
units = map[string]string{ | ||
// Base units. | ||
"amperes": "amperes", | ||
"bytes": "bytes", | ||
"celsius": "celsius", // Celsius is more common in practice than Kelvin. | ||
"grams": "grams", | ||
"joules": "joules", | ||
"meters": "meters", // Both American and international spelling permitted. | ||
"metres": "metres", | ||
"seconds": "seconds", | ||
"volts": "volts", | ||
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// Non base units. | ||
// Time. | ||
"minutes": "seconds", | ||
"hours": "seconds", | ||
"days": "seconds", | ||
"weeks": "seconds", | ||
// Temperature. | ||
"kelvin": "celsius", | ||
"kelvins": "celsius", | ||
"fahrenheit": "celsius", | ||
"rankine": "celsius", | ||
// Length. | ||
"inches": "meters", | ||
"yards": "meters", | ||
"miles": "meters", | ||
// Bytes. | ||
"bits": "bytes", | ||
// Energy. | ||
"calories": "joules", | ||
// Mass. | ||
"pounds": "grams", | ||
"ounces": "grams", | ||
} | ||
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unitPrefixes = []string{ | ||
"pico", | ||
"nano", | ||
"micro", | ||
"milli", | ||
"centi", | ||
"deci", | ||
"deca", | ||
"hecto", | ||
"kilo", | ||
"kibi", | ||
"mega", | ||
"mibi", | ||
"giga", | ||
"gibi", | ||
"tera", | ||
"tebi", | ||
"peta", | ||
"pebi", | ||
} | ||
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// Common abbreviations that we'd like to discourage. | ||
unitAbbreviations = []string{ | ||
"s", | ||
"ms", | ||
"us", | ||
"ns", | ||
"sec", | ||
"b", | ||
"kb", | ||
"mb", | ||
"gb", | ||
"tb", | ||
"pb", | ||
"m", | ||
"h", | ||
"d", | ||
} | ||
) |
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