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c3a2b63fe9
This adds the population standard deviation and variance as aggregation functions, useful for spotting how many standard deviations some samples are from the mean.
224 lines
7.7 KiB
Go
224 lines
7.7 KiB
Go
// Copyright 2013 The Prometheus Authors
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package rules
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import (
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"fmt"
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"net/url"
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"strings"
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clientmodel "github.com/prometheus/client_golang/model"
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"github.com/prometheus/prometheus/rules/ast"
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"github.com/prometheus/prometheus/storage/metric"
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"github.com/prometheus/prometheus/utility"
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)
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// CreateRecordingRule is a convenience function to create a recording rule.
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func CreateRecordingRule(name string, labels clientmodel.LabelSet, expr ast.Node, permanent bool) (*RecordingRule, error) {
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if _, ok := expr.(ast.VectorNode); !ok {
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return nil, fmt.Errorf("recording rule expression %v does not evaluate to vector type", expr)
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}
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return &RecordingRule{
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name: name,
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labels: labels,
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vector: expr.(ast.VectorNode),
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permanent: permanent,
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}, nil
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}
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// CreateAlertingRule is a convenience function to create a new alerting rule.
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func CreateAlertingRule(name string, expr ast.Node, holdDurationStr string, labels clientmodel.LabelSet, summary string, description string) (*AlertingRule, error) {
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if _, ok := expr.(ast.VectorNode); !ok {
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return nil, fmt.Errorf("alert rule expression %v does not evaluate to vector type", expr)
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}
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holdDuration, err := utility.StringToDuration(holdDurationStr)
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if err != nil {
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return nil, err
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}
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return NewAlertingRule(name, expr.(ast.VectorNode), holdDuration, labels, summary, description), nil
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}
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// NewScalarLiteral returns a ScalarLiteral with the given value. If sign is "-"
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// the value is negated.
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func NewScalarLiteral(value clientmodel.SampleValue, sign string) *ast.ScalarLiteral {
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if sign == "-" {
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value = -value
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}
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return ast.NewScalarLiteral(value)
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}
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// NewFunctionCall is a convenience function to create a new AST function-call node.
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func NewFunctionCall(name string, args []ast.Node) (ast.Node, error) {
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function, err := ast.GetFunction(name)
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if err != nil {
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return nil, fmt.Errorf("unknown function %q", name)
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}
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functionCall, err := ast.NewFunctionCall(function, args)
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if err != nil {
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return nil, fmt.Errorf(err.Error())
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}
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return functionCall, nil
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}
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// NewVectorAggregation is a convenience function to create a new AST vector aggregation.
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func NewVectorAggregation(aggrTypeStr string, vector ast.Node, groupBy clientmodel.LabelNames, keepExtraLabels bool) (*ast.VectorAggregation, error) {
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if _, ok := vector.(ast.VectorNode); !ok {
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return nil, fmt.Errorf("operand of %v aggregation must be of vector type", aggrTypeStr)
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}
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var aggrTypes = map[string]ast.AggrType{
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"SUM": ast.Sum,
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"MAX": ast.Max,
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"MIN": ast.Min,
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"AVG": ast.Avg,
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"COUNT": ast.Count,
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"STDVAR": ast.Stdvar,
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"STDDEV": ast.Stddev,
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}
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aggrType, ok := aggrTypes[aggrTypeStr]
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if !ok {
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return nil, fmt.Errorf("unknown aggregation type %q", aggrTypeStr)
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}
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return ast.NewVectorAggregation(aggrType, vector.(ast.VectorNode), groupBy, keepExtraLabels), nil
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}
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// vectorMatching combines data used to match samples between vectors.
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type vectorMatching struct {
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matchCardinality ast.VectorMatchCardinality
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matchOn clientmodel.LabelNames
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includeLabels clientmodel.LabelNames
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}
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// newVectorMatching is a convenience function to create a new vectorMatching.
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func newVectorMatching(card string, matchOn, include clientmodel.LabelNames) (*vectorMatching, error) {
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var matchCardinalities = map[string]ast.VectorMatchCardinality{
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"": ast.MatchOneToOne,
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"GROUP_LEFT": ast.MatchManyToOne,
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"GROUP_RIGHT": ast.MatchOneToMany,
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}
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matchCard, ok := matchCardinalities[card]
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if !ok {
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return nil, fmt.Errorf("invalid vector match cardinality %q", card)
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}
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if matchCard != ast.MatchOneToOne && len(include) == 0 {
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return nil, fmt.Errorf("grouped vector matching must provide labels")
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}
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// There must be no overlap between both labelname lists.
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for _, matchLabel := range matchOn {
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for _, incLabel := range include {
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if matchLabel == incLabel {
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return nil, fmt.Errorf("use of label %s in ON and %s clauses not allowed", incLabel, card)
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}
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}
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}
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return &vectorMatching{matchCard, matchOn, include}, nil
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}
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// NewArithExpr is a convenience function to create a new AST arithmetic expression.
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func NewArithExpr(opTypeStr string, lhs ast.Node, rhs ast.Node, vecMatching *vectorMatching) (ast.Node, error) {
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var opTypes = map[string]ast.BinOpType{
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"+": ast.Add,
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"-": ast.Sub,
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"*": ast.Mul,
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"/": ast.Div,
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"%": ast.Mod,
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">": ast.GT,
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"<": ast.LT,
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"==": ast.EQ,
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"!=": ast.NE,
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">=": ast.GE,
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"<=": ast.LE,
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"AND": ast.And,
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"OR": ast.Or,
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}
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opType, ok := opTypes[opTypeStr]
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if !ok {
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return nil, fmt.Errorf("invalid binary operator %q", opTypeStr)
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}
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var vm vectorMatching
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if vecMatching != nil {
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vm = *vecMatching
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// And/or always do many-to-many matching.
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if opType == ast.And || opType == ast.Or {
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vm.matchCardinality = ast.MatchManyToMany
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}
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}
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expr, err := ast.NewArithExpr(opType, lhs, rhs, vm.matchCardinality, vm.matchOn, vm.includeLabels)
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if err != nil {
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return nil, fmt.Errorf(err.Error())
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}
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return expr, nil
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}
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// NewVectorSelector is a convenience function to create a new AST vector selector.
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func NewVectorSelector(m metric.LabelMatchers, offsetStr string) (ast.VectorNode, error) {
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offset, err := utility.StringToDuration(offsetStr)
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if err != nil {
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return nil, err
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}
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return ast.NewVectorSelector(m, offset), nil
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}
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// NewMatrixSelector is a convenience function to create a new AST matrix selector.
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func NewMatrixSelector(vector ast.Node, intervalStr string, offsetStr string) (ast.MatrixNode, error) {
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interval, err := utility.StringToDuration(intervalStr)
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if err != nil {
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return nil, err
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}
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offset, err := utility.StringToDuration(offsetStr)
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if err != nil {
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return nil, err
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}
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vectorSelector, ok := vector.(*ast.VectorSelector)
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if !ok {
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return nil, fmt.Errorf("intervals are currently only supported for vector selectors")
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}
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return ast.NewMatrixSelector(vectorSelector, interval, offset), nil
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}
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func newLabelMatcher(matchTypeStr string, name clientmodel.LabelName, value clientmodel.LabelValue) (*metric.LabelMatcher, error) {
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matchTypes := map[string]metric.MatchType{
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"=": metric.Equal,
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"!=": metric.NotEqual,
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"=~": metric.RegexMatch,
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"!~": metric.RegexNoMatch,
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}
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matchType, ok := matchTypes[matchTypeStr]
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if !ok {
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return nil, fmt.Errorf("invalid label matching operator %q", matchTypeStr)
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}
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return metric.NewLabelMatcher(matchType, name, value)
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}
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// TableLinkForExpression creates an escaped relative link to the table view of
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// the provided expression.
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func TableLinkForExpression(expr string) string {
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// url.QueryEscape percent-escapes everything except spaces, for which it
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// uses "+". However, in the non-query part of a URI, only percent-escaped
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// spaces are legal, so we need to manually replace "+" with "%20" after
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// query-escaping the string.
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//
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// See also:
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// http://stackoverflow.com/questions/1634271/url-encoding-the-space-character-or-20.
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urlData := url.QueryEscape(fmt.Sprintf(`[{"expr":%q,"tab":1}]`, expr))
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return fmt.Sprintf("/graph#%s", strings.Replace(urlData, "+", "%20", -1))
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}
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// GraphLinkForExpression creates an escaped relative link to the graph view of
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// the provided expression.
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func GraphLinkForExpression(expr string) string {
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urlData := url.QueryEscape(fmt.Sprintf(`[{"expr":%q,"tab":0}]`, expr))
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return fmt.Sprintf("/graph#%s", strings.Replace(urlData, "+", "%20", -1))
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}
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