prometheus/template/template.go

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// Copyright 2013 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 template
import (
"bytes"
"context"
"errors"
"fmt"
html_template "html/template"
"math"
"net"
"net/url"
"sort"
"strconv"
"strings"
text_template "text/template"
"time"
"github.com/grafana/regexp"
"github.com/prometheus/client_golang/prometheus"
"github.com/prometheus/common/model"
common_templates "github.com/prometheus/common/helpers/templates"
"github.com/prometheus/prometheus/promql"
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"github.com/prometheus/prometheus/util/strutil"
)
var (
templateTextExpansionFailures = prometheus.NewCounter(prometheus.CounterOpts{
Name: "prometheus_template_text_expansion_failures_total",
Help: "The total number of template text expansion failures.",
})
templateTextExpansionTotal = prometheus.NewCounter(prometheus.CounterOpts{
Name: "prometheus_template_text_expansions_total",
Help: "The total number of template text expansions.",
})
errNaNOrInf = errors.New("value is NaN or Inf")
)
func init() {
prometheus.MustRegister(templateTextExpansionFailures)
prometheus.MustRegister(templateTextExpansionTotal)
}
// A version of vector that's easier to use from templates.
type sample struct {
Labels map[string]string
Value interface{}
}
type queryResult []*sample
type queryResultByLabelSorter struct {
results queryResult
by string
}
func (q queryResultByLabelSorter) Len() int {
return len(q.results)
}
func (q queryResultByLabelSorter) Less(i, j int) bool {
return q.results[i].Labels[q.by] < q.results[j].Labels[q.by]
}
func (q queryResultByLabelSorter) Swap(i, j int) {
q.results[i], q.results[j] = q.results[j], q.results[i]
}
// QueryFunc executes a PromQL query at the given time.
type QueryFunc func(context.Context, string, time.Time) (promql.Vector, error)
func query(ctx context.Context, q string, ts time.Time, queryFn QueryFunc) (queryResult, error) {
vector, err := queryFn(ctx, q, ts)
if err != nil {
return nil, err
}
// promql.Vector is hard to work with in templates, so convert to
// base data types.
// TODO(fabxc): probably not true anymore after type rework.
result := make(queryResult, len(vector))
for n, v := range vector {
s := sample{
promql: Separate `Point` into `FPoint` and `HPoint` In other words: Instead of having a “polymorphous” `Point` that can either contain a float value or a histogram value, use an `FPoint` for floats and an `HPoint` for histograms. This seemingly small change has a _lot_ of repercussions throughout the codebase. The idea here is to avoid the increase in size of `Point` arrays that happened after native histograms had been added. The higher-level data structures (`Sample`, `Series`, etc.) are still “polymorphous”. The same idea could be applied to them, but at each step the trade-offs needed to be evaluated. The idea with this change is to do the minimum necessary to get back to pre-histogram performance for functions that do not touch histograms. Here are comparisons for the `changes` function. The test data doesn't include histograms yet. Ideally, there would be no change in the benchmark result at all. First runtime v2.39 compared to directly prior to this commit: ``` name old time/op new time/op delta RangeQuery/expr=changes(a_one[1d]),steps=1-16 391µs ± 2% 542µs ± 1% +38.58% (p=0.000 n=9+8) RangeQuery/expr=changes(a_one[1d]),steps=10-16 452µs ± 2% 617µs ± 2% +36.48% (p=0.000 n=10+10) RangeQuery/expr=changes(a_one[1d]),steps=100-16 1.12ms ± 1% 1.36ms ± 2% +21.58% (p=0.000 n=8+10) RangeQuery/expr=changes(a_one[1d]),steps=1000-16 7.83ms ± 1% 8.94ms ± 1% +14.21% (p=0.000 n=10+10) RangeQuery/expr=changes(a_ten[1d]),steps=1-16 2.98ms ± 0% 3.30ms ± 1% +10.67% (p=0.000 n=9+10) RangeQuery/expr=changes(a_ten[1d]),steps=10-16 3.66ms ± 1% 4.10ms ± 1% +11.82% (p=0.000 n=10+10) RangeQuery/expr=changes(a_ten[1d]),steps=100-16 10.5ms ± 0% 11.8ms ± 1% +12.50% (p=0.000 n=8+10) RangeQuery/expr=changes(a_ten[1d]),steps=1000-16 77.6ms ± 1% 87.4ms ± 1% +12.63% (p=0.000 n=9+9) RangeQuery/expr=changes(a_hundred[1d]),steps=1-16 30.4ms ± 2% 32.8ms ± 1% +8.01% (p=0.000 n=10+10) RangeQuery/expr=changes(a_hundred[1d]),steps=10-16 37.1ms ± 2% 40.6ms ± 2% +9.64% (p=0.000 n=10+10) RangeQuery/expr=changes(a_hundred[1d]),steps=100-16 105ms ± 1% 117ms ± 1% +11.69% (p=0.000 n=10+10) RangeQuery/expr=changes(a_hundred[1d]),steps=1000-16 783ms ± 3% 876ms ± 1% +11.83% (p=0.000 n=9+10) ``` And then runtime v2.39 compared to after this commit: ``` name old time/op new time/op delta RangeQuery/expr=changes(a_one[1d]),steps=1-16 391µs ± 2% 547µs ± 1% +39.84% (p=0.000 n=9+8) RangeQuery/expr=changes(a_one[1d]),steps=10-16 452µs ± 2% 616µs ± 2% +36.15% (p=0.000 n=10+10) RangeQuery/expr=changes(a_one[1d]),steps=100-16 1.12ms ± 1% 1.26ms ± 1% +12.20% (p=0.000 n=8+10) RangeQuery/expr=changes(a_one[1d]),steps=1000-16 7.83ms ± 1% 7.95ms ± 1% +1.59% (p=0.000 n=10+8) RangeQuery/expr=changes(a_ten[1d]),steps=1-16 2.98ms ± 0% 3.38ms ± 2% +13.49% (p=0.000 n=9+10) RangeQuery/expr=changes(a_ten[1d]),steps=10-16 3.66ms ± 1% 4.02ms ± 1% +9.80% (p=0.000 n=10+9) RangeQuery/expr=changes(a_ten[1d]),steps=100-16 10.5ms ± 0% 10.8ms ± 1% +3.08% (p=0.000 n=8+10) RangeQuery/expr=changes(a_ten[1d]),steps=1000-16 77.6ms ± 1% 78.1ms ± 1% +0.58% (p=0.035 n=9+10) RangeQuery/expr=changes(a_hundred[1d]),steps=1-16 30.4ms ± 2% 33.5ms ± 4% +10.18% (p=0.000 n=10+10) RangeQuery/expr=changes(a_hundred[1d]),steps=10-16 37.1ms ± 2% 40.0ms ± 1% +7.98% (p=0.000 n=10+10) RangeQuery/expr=changes(a_hundred[1d]),steps=100-16 105ms ± 1% 107ms ± 1% +1.92% (p=0.000 n=10+10) RangeQuery/expr=changes(a_hundred[1d]),steps=1000-16 783ms ± 3% 775ms ± 1% -1.02% (p=0.019 n=9+9) ``` In summary, the runtime doesn't really improve with this change for queries with just a few steps. For queries with many steps, this commit essentially reinstates the old performance. This is good because the many-step queries are the one that matter most (longest absolute runtime). In terms of allocations, though, this commit doesn't make a dent at all (numbers not shown). The reason is that most of the allocations happen in the sampleRingIterator (in the storage package), which has to be addressed in a separate commit. Signed-off-by: beorn7 <beorn@grafana.com>
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Value: v.F,
Labels: v.Metric.Map(),
}
if v.H != nil {
s.Value = v.H
}
result[n] = &s
}
return result, nil
}
func convertToFloat(i interface{}) (float64, error) {
switch v := i.(type) {
case float64:
return v, nil
case string:
return strconv.ParseFloat(v, 64)
case int:
return float64(v), nil
case uint:
return float64(v), nil
case int64:
return float64(v), nil
case uint64:
return float64(v), nil
default:
return 0, fmt.Errorf("can't convert %T to float", v)
}
}
// Expander executes templates in text or HTML mode with a common set of Prometheus template functions.
type Expander struct {
text string
name string
data interface{}
funcMap text_template.FuncMap
options []string
}
// NewTemplateExpander returns a template expander ready to use.
func NewTemplateExpander(
ctx context.Context,
text string,
name string,
data interface{},
timestamp model.Time,
queryFunc QueryFunc,
externalURL *url.URL,
options []string,
) *Expander {
if options == nil {
options = []string{"missingkey=zero"}
}
return &Expander{
text: text,
name: name,
data: data,
funcMap: text_template.FuncMap{
"query": func(q string) (queryResult, error) {
return query(ctx, q, timestamp.Time(), queryFunc)
},
"first": func(v queryResult) (*sample, error) {
if len(v) > 0 {
return v[0], nil
}
return nil, errors.New("first() called on vector with no elements")
},
"label": func(label string, s *sample) string {
return s.Labels[label]
},
"value": func(s *sample) interface{} {
return s.Value
},
"strvalue": func(s *sample) string {
return s.Labels["__value__"]
},
"args": func(args ...interface{}) map[string]interface{} {
result := make(map[string]interface{})
for i, a := range args {
result[fmt.Sprintf("arg%d", i)] = a
}
return result
},
"reReplaceAll": func(pattern, repl, text string) string {
re := regexp.MustCompile(pattern)
return re.ReplaceAllString(text, repl)
},
"safeHtml": func(text string) html_template.HTML {
return html_template.HTML(text)
},
"match": regexp.MatchString,
"title": strings.Title, //nolint:staticcheck
"toUpper": strings.ToUpper,
"toLower": strings.ToLower,
"graphLink": strutil.GraphLinkForExpression,
"tableLink": strutil.TableLinkForExpression,
"sortByLabel": func(label string, v queryResult) queryResult {
sorter := queryResultByLabelSorter{v[:], label}
sort.Stable(sorter)
return v
},
"stripPort": func(hostPort string) string {
host, _, err := net.SplitHostPort(hostPort)
if err != nil {
return hostPort
}
return host
},
"stripDomain": func(hostPort string) string {
host, port, err := net.SplitHostPort(hostPort)
if err != nil {
host = hostPort
}
ip := net.ParseIP(host)
if ip != nil {
return hostPort
}
host = strings.Split(host, ".")[0]
if port != "" {
return net.JoinHostPort(host, port)
}
return host
},
"humanize": func(i interface{}) (string, error) {
v, err := convertToFloat(i)
if err != nil {
return "", err
}
if v == 0 || math.IsNaN(v) || math.IsInf(v, 0) {
return fmt.Sprintf("%.4g", v), nil
}
if math.Abs(v) >= 1 {
prefix := ""
for _, p := range []string{"k", "M", "G", "T", "P", "E", "Z", "Y"} {
if math.Abs(v) < 1000 {
break
}
prefix = p
v /= 1000
}
return fmt.Sprintf("%.4g%s", v, prefix), nil
}
prefix := ""
for _, p := range []string{"m", "u", "n", "p", "f", "a", "z", "y"} {
if math.Abs(v) >= 1 {
break
}
prefix = p
v *= 1000
}
return fmt.Sprintf("%.4g%s", v, prefix), nil
},
"humanize1024": func(i interface{}) (string, error) {
v, err := convertToFloat(i)
if err != nil {
return "", err
}
if math.Abs(v) <= 1 || math.IsNaN(v) || math.IsInf(v, 0) {
return fmt.Sprintf("%.4g", v), nil
}
prefix := ""
for _, p := range []string{"ki", "Mi", "Gi", "Ti", "Pi", "Ei", "Zi", "Yi"} {
if math.Abs(v) < 1024 {
break
}
prefix = p
v /= 1024
}
return fmt.Sprintf("%.4g%s", v, prefix), nil
},
"humanizeDuration": common_templates.HumanizeDuration,
"humanizePercentage": func(i interface{}) (string, error) {
v, err := convertToFloat(i)
if err != nil {
return "", err
}
return fmt.Sprintf("%.4g%%", v*100), nil
},
"humanizeTimestamp": func(i interface{}) (string, error) {
v, err := convertToFloat(i)
if err != nil {
return "", err
}
tm, err := floatToTime(v)
switch {
case errors.Is(err, errNaNOrInf):
return fmt.Sprintf("%.4g", v), nil
case err != nil:
return "", err
}
return fmt.Sprint(tm), nil
},
"toTime": func(i interface{}) (*time.Time, error) {
v, err := convertToFloat(i)
if err != nil {
return nil, err
}
return floatToTime(v)
},
"pathPrefix": func() string {
return externalURL.Path
},
"externalURL": func() string {
return externalURL.String()
},
"parseDuration": func(d string) (float64, error) {
v, err := model.ParseDuration(d)
if err != nil {
return 0, err
}
return float64(time.Duration(v)) / float64(time.Second), nil
},
},
options: options,
}
}
// AlertTemplateData returns the interface to be used in expanding the template.
func AlertTemplateData(labels, externalLabels map[string]string, externalURL string, smpl promql.Sample) interface{} {
res := struct {
Labels map[string]string
ExternalLabels map[string]string
ExternalURL string
Value interface{}
}{
Labels: labels,
ExternalLabels: externalLabels,
ExternalURL: externalURL,
Value: smpl.F,
}
if smpl.H != nil {
res.Value = smpl.H
}
return res
}
// Funcs adds the functions in fm to the Expander's function map.
// Existing functions will be overwritten in case of conflict.
func (te Expander) Funcs(fm text_template.FuncMap) {
for k, v := range fm {
te.funcMap[k] = v
}
}
// Expand expands a template in text (non-HTML) mode.
func (te Expander) Expand() (result string, resultErr error) {
// It'd better to have no alert description than to kill the whole process
// if there's a bug in the template.
defer func() {
if r := recover(); r != nil {
var ok bool
resultErr, ok = r.(error)
if !ok {
resultErr = fmt.Errorf("panic expanding template %v: %v", te.name, r)
}
}
if resultErr != nil {
templateTextExpansionFailures.Inc()
}
}()
templateTextExpansionTotal.Inc()
tmpl := text_template.New(te.name).Funcs(te.funcMap)
tmpl.Option(te.options...)
tmpl, err := tmpl.Parse(te.text)
if err != nil {
return "", fmt.Errorf("error parsing template %v: %w", te.name, err)
}
var buffer bytes.Buffer
err = tmpl.Execute(&buffer, te.data)
if err != nil {
return "", fmt.Errorf("error executing template %v: %w", te.name, err)
}
return buffer.String(), nil
}
// ExpandHTML expands a template with HTML escaping, with templates read from the given files.
func (te Expander) ExpandHTML(templateFiles []string) (result string, resultErr error) {
defer func() {
if r := recover(); r != nil {
var ok bool
resultErr, ok = r.(error)
if !ok {
resultErr = fmt.Errorf("panic expanding template %s: %v", te.name, r)
}
}
}()
//nolint:unconvert // Before Go 1.19 conversion from text_template to html_template is mandatory
tmpl := html_template.New(te.name).Funcs(html_template.FuncMap(te.funcMap))
tmpl.Option(te.options...)
tmpl.Funcs(html_template.FuncMap{
"tmpl": func(name string, data interface{}) (html_template.HTML, error) {
var buffer bytes.Buffer
err := tmpl.ExecuteTemplate(&buffer, name, data)
return html_template.HTML(buffer.String()), err
},
})
tmpl, err := tmpl.Parse(te.text)
if err != nil {
return "", fmt.Errorf("error parsing template %v: %w", te.name, err)
}
if len(templateFiles) > 0 {
_, err = tmpl.ParseFiles(templateFiles...)
if err != nil {
return "", fmt.Errorf("error parsing template files for %v: %w", te.name, err)
}
}
var buffer bytes.Buffer
err = tmpl.Execute(&buffer, te.data)
if err != nil {
return "", fmt.Errorf("error executing template %v: %w", te.name, err)
}
return buffer.String(), nil
}
// ParseTest parses the templates and returns the error if any.
func (te Expander) ParseTest() error {
_, err := text_template.New(te.name).Funcs(te.funcMap).Option("missingkey=zero").Parse(te.text)
if err != nil {
return err
}
return nil
}
func floatToTime(v float64) (*time.Time, error) {
if math.IsNaN(v) || math.IsInf(v, 0) {
return nil, errNaNOrInf
}
timestamp := v * 1e9
if timestamp > math.MaxInt64 || timestamp < math.MinInt64 {
return nil, fmt.Errorf("%v cannot be represented as a nanoseconds timestamp since it overflows int64", v)
}
t := model.TimeFromUnixNano(int64(timestamp)).Time().UTC()
return &t, nil
}