mirror of
https://github.com/prometheus/prometheus.git
synced 2024-11-09 23:24:05 -08:00
Block until all rules, both sync & async, have completed evaluating
Updated & added tests Review feedback nits Return empty map if not indeterminate Use highWatermark to track inflight requests counter Appease the linter Clarify feature flag Signed-off-by: Danny Kopping <danny.kopping@grafana.com>
This commit is contained in:
parent
f922534c4d
commit
7aa3b10c3f
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@ -217,8 +217,9 @@ Besides enabling this feature in Prometheus, created timestamps need to be expos
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`--enable-feature=concurrent-rule-eval`
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Rule groups execute concurrently, but the rules within a group execute sequentially; this is because rules can use the
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By default, rule groups execute concurrently, but the rules within a group execute sequentially; this is because rules can use the
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output of a preceding rule as its input. However, if there is no detectable relationship between rules then there is no
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reason to run them sequentially. This can improve rule reliability at the expense of adding more concurrent query
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load. The number of concurrent rule evaluations can be configured with `--rules.max-concurrent-rule-evals` which is set
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to `4` by default.
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reason to run them sequentially.
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When the `concurrent-rule-eval` feature flag is enabled, rules without any dependency on other rules within a rule group will be evaluated concurrently.
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This can improve rule reliability at the expense of adding more concurrent query load. The number of concurrent rule evaluations can be configured
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with `--rules.max-concurrent-rule-evals` which is set to `4` by default.
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15
rules/fixtures/rules_multiple_independent.yaml
Normal file
15
rules/fixtures/rules_multiple_independent.yaml
Normal file
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@ -0,0 +1,15 @@
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groups:
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- name: independents
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rules:
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- record: job:http_requests:rate1m
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expr: sum by (job)(rate(http_requests_total[1m]))
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- record: job:http_requests:rate5m
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expr: sum by (job)(rate(http_requests_total[5m]))
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- record: job:http_requests:rate15m
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expr: sum by (job)(rate(http_requests_total[15m]))
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- record: job:http_requests:rate30m
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expr: sum by (job)(rate(http_requests_total[30m]))
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- record: job:http_requests:rate1h
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expr: sum by (job)(rate(http_requests_total[1h]))
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- record: job:http_requests:rate2h
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expr: sum by (job)(rate(http_requests_total[2h]))
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@ -423,8 +423,13 @@ func (g *Group) CopyState(from *Group) {
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}
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// Eval runs a single evaluation cycle in which all rules are evaluated sequentially.
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// Rules can be evaluated concurrently if the `concurrent-rule-eval` feature flag is enabled.
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func (g *Group) Eval(ctx context.Context, ts time.Time) {
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var samplesTotal atomic.Float64
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var (
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samplesTotal atomic.Float64
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wg sync.WaitGroup
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)
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for i, rule := range g.rules {
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select {
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case <-g.done:
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@ -435,6 +440,7 @@ func (g *Group) Eval(ctx context.Context, ts time.Time) {
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eval := func(i int, rule Rule, async bool) {
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defer func() {
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if async {
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wg.Done()
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g.opts.RuleConcurrencyController.Done()
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}
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}()
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@ -569,12 +575,14 @@ func (g *Group) Eval(ctx context.Context, ts time.Time) {
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// Try run concurrently if there are slots available.
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ctrl := g.opts.RuleConcurrencyController
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if ctrl != nil && ctrl.RuleEligible(g, rule) && ctrl.Allow() {
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wg.Add(1)
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go eval(i, rule, true)
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} else {
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eval(i, rule, false)
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}
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}
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wg.Wait()
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if g.metrics != nil {
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g.metrics.GroupSamples.WithLabelValues(GroupKey(g.File(), g.Name())).Set(samplesTotal.Load())
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}
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@ -940,7 +948,7 @@ func buildDependencyMap(rules []Rule) dependencyMap {
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if len(rules) <= 1 {
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// No relationships if group has 1 or fewer rules.
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return nil
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return dependencies
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}
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inputs := make(map[string][]Rule, len(rules))
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@ -949,7 +957,9 @@ func buildDependencyMap(rules []Rule) dependencyMap {
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var indeterminate bool
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for _, rule := range rules {
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rule := rule
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if indeterminate {
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break
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}
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name := rule.Name()
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outputs[name] = append(outputs[name], rule)
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@ -980,15 +990,10 @@ func buildDependencyMap(rules []Rule) dependencyMap {
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return nil
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}
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if len(inputs) == 0 || len(outputs) == 0 {
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// No relationships can be inferred.
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return nil
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}
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for output, outRules := range outputs {
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for _, outRule := range outRules {
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if rs, found := inputs[output]; found && len(rs) > 0 {
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dependencies[outRule] = append(dependencies[outRule], rs...)
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if inRules, found := inputs[output]; found && len(inRules) > 0 {
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dependencies[outRule] = append(dependencies[outRule], inRules...)
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}
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}
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}
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@ -424,6 +424,7 @@ type RuleConcurrencyController interface {
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RuleEligible(g *Group, r Rule) bool
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// Allow determines whether any concurrent evaluation slots are available.
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// If Allow() returns true, then Done() must be called to release the acquired slot.
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Allow() bool
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// Done releases a concurrent evaluation slot.
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@ -445,15 +446,15 @@ func newRuleConcurrencyController(enabled bool, maxConcurrency int64) RuleConcur
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// concurrentRuleEvalController holds a weighted semaphore which controls the concurrent evaluation of rules.
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type concurrentRuleEvalController struct {
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mu sync.Mutex
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enabled bool
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sema *semaphore.Weighted
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depMapsMu sync.Mutex
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depMaps map[*Group]dependencyMap
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}
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func (c *concurrentRuleEvalController) RuleEligible(g *Group, r Rule) bool {
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c.mu.Lock()
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defer c.mu.Unlock()
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c.depMapsMu.Lock()
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defer c.depMapsMu.Unlock()
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depMap, found := c.depMaps[g]
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if !found {
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@ -481,8 +482,8 @@ func (c *concurrentRuleEvalController) Done() {
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}
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func (c *concurrentRuleEvalController) Invalidate() {
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c.mu.Lock()
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defer c.mu.Unlock()
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c.depMapsMu.Lock()
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defer c.depMapsMu.Unlock()
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// Clear out the memoized dependency maps because some or all groups may have been updated.
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c.depMaps = map[*Group]dependencyMap{}
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@ -1498,8 +1498,8 @@ func TestDependenciesEdgeCases(t *testing.T) {
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depMap := buildDependencyMap(group.rules)
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// A group with no rules has no dependency map, but doesn't panic if the map is queried.
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require.Nil(t, depMap)
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require.False(t, depMap.isIndependent(rule))
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require.Empty(t, depMap)
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require.True(t, depMap.isIndependent(rule))
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})
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t.Run("rules which reference no series", func(t *testing.T) {
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@ -1627,7 +1627,7 @@ func TestDependencyMapUpdatesOnGroupUpdate(t *testing.T) {
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err := ruleManager.Update(10*time.Second, files, labels.EmptyLabels(), "", nil)
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require.NoError(t, err)
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require.Greater(t, len(ruleManager.groups), 0, "expected non-empty rule groups")
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require.NotEmpty(t, ruleManager.groups, "expected non-empty rule groups")
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orig := make(map[string]dependencyMap, len(ruleManager.groups))
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for _, g := range ruleManager.groups {
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for h, g := range ruleManager.groups {
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depMap := buildDependencyMap(g.rules)
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// Dependency maps are the same because of no updates.
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if orig[h] == nil {
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require.Empty(t, orig[h])
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require.Empty(t, depMap)
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} else {
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require.Equal(t, orig[h], depMap)
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}
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}
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// Groups will be recreated when updated.
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files[0] = "fixtures/rules_dependencies.yaml"
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err = ruleManager.Update(10*time.Second, files, labels.EmptyLabels(), "", nil)
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@ -1667,7 +1673,7 @@ func TestDependencyMapUpdatesOnGroupUpdate(t *testing.T) {
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// Dependency maps must change because the groups would've been updated.
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require.NotEqual(t, orig[h], depMap)
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// We expect there to be some dependencies since the new rule group contains a dependency.
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require.Greater(t, len(depMap), 0)
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require.NotEmpty(t, depMap)
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require.Equal(t, 1, depMap.dependents(rr))
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require.Zero(t, depMap.dependencies(rr))
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}
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@ -1677,86 +1683,51 @@ func TestAsyncRuleEvaluation(t *testing.T) {
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storage := teststorage.New(t)
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t.Cleanup(func() { storage.Close() })
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const artificialDelay = time.Second
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var (
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inflightQueries atomic.Int32
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maxInflight atomic.Int32
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)
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files := []string{"fixtures/rules_multiple.yaml"}
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opts := &ManagerOptions{
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Context: context.Background(),
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Logger: log.NewNopLogger(),
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Appendable: storage,
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QueryFunc: func(ctx context.Context, q string, ts time.Time) (promql.Vector, error) {
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inflightQueries.Add(1)
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defer func() {
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inflightQueries.Add(-1)
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}()
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// Artificially delay all query executions to highlight concurrent execution improvement.
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time.Sleep(artificialDelay)
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// Return a stub sample.
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return promql.Vector{
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promql.Sample{Metric: labels.FromStrings("__name__", "test"), T: ts.UnixMilli(), F: 12345},
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}, nil
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},
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}
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inflightTracker := func(ctx context.Context) {
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for {
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select {
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case <-ctx.Done():
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return
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default:
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highWatermark := maxInflight.Load()
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current := inflightQueries.Load()
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if current > highWatermark {
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maxInflight.Store(current)
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}
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time.Sleep(time.Millisecond)
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}
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}
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}
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expectedRules := 4
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t.Run("synchronous evaluation with independent rules", func(t *testing.T) {
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ctx, cancel := context.WithCancel(context.Background())
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ruleManager := NewManager(opts)
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groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, files...)
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require.Empty(t, errs)
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require.Len(t, groups, 1)
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for _, group := range groups {
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require.Len(t, group.rules, expectedRules)
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start := time.Now()
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// Never expect more than 1 inflight query at a time.
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go inflightTracker(ctx)
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group.Eval(ctx, start)
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require.EqualValues(t, 1, maxInflight.Load())
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// Each rule should take at least 1 second to execute sequentially.
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require.GreaterOrEqual(t, time.Since(start).Seconds(), (time.Duration(expectedRules) * artificialDelay).Seconds())
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// Each rule produces one vector.
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require.EqualValues(t, expectedRules, testutil.ToFloat64(group.metrics.GroupSamples))
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}
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cancel()
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})
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t.Run("asynchronous evaluation with independent rules", func(t *testing.T) {
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// Reset.
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inflightQueries.Store(0)
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maxInflight.Store(0)
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ctx, cancel := context.WithCancel(context.Background())
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t.Cleanup(cancel)
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ruleManager := NewManager(optsFactory(storage, &maxInflight, &inflightQueries, 0))
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groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple.yaml"}...)
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require.Empty(t, errs)
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require.Len(t, groups, 1)
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ruleCount := 4
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for _, group := range groups {
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require.Len(t, group.rules, ruleCount)
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start := time.Now()
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group.Eval(ctx, start)
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// Never expect more than 1 inflight query at a time.
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require.EqualValues(t, 1, maxInflight.Load())
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// Each rule should take at least 1 second to execute sequentially.
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require.GreaterOrEqual(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
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// Each rule produces one vector.
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require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
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}
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})
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t.Run("asynchronous evaluation with independent and dependent rules", func(t *testing.T) {
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// Reset.
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inflightQueries.Store(0)
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maxInflight.Store(0)
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ctx, cancel := context.WithCancel(context.Background())
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t.Cleanup(cancel)
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ruleCount := 4
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opts := optsFactory(storage, &maxInflight, &inflightQueries, 0)
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// Configure concurrency settings.
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opts.ConcurrentEvalsEnabled = true
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@ -1764,28 +1735,97 @@ func TestAsyncRuleEvaluation(t *testing.T) {
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opts.RuleConcurrencyController = nil
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ruleManager := NewManager(opts)
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groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, files...)
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groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple.yaml"}...)
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require.Empty(t, errs)
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require.Len(t, groups, 1)
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for _, group := range groups {
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require.Len(t, group.rules, expectedRules)
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require.Len(t, group.rules, ruleCount)
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start := time.Now()
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go inflightTracker(ctx)
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group.Eval(ctx, start)
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// Max inflight can be 1 synchronous eval and up to MaxConcurrentEvals concurrent evals.
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require.EqualValues(t, opts.MaxConcurrentEvals+1, maxInflight.Load())
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// Some rules should execute concurrently so should complete quicker.
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require.Less(t, time.Since(start).Seconds(), (time.Duration(expectedRules) * artificialDelay).Seconds())
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require.Less(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
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// Each rule produces one vector.
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require.EqualValues(t, expectedRules, testutil.ToFloat64(group.metrics.GroupSamples))
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require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
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}
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})
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cancel()
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t.Run("asynchronous evaluation of all independent rules, insufficient concurrency", func(t *testing.T) {
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// Reset.
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inflightQueries.Store(0)
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maxInflight.Store(0)
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ctx, cancel := context.WithCancel(context.Background())
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t.Cleanup(cancel)
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ruleCount := 6
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opts := optsFactory(storage, &maxInflight, &inflightQueries, 0)
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// Configure concurrency settings.
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opts.ConcurrentEvalsEnabled = true
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opts.MaxConcurrentEvals = 2
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opts.RuleConcurrencyController = nil
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ruleManager := NewManager(opts)
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groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple_independent.yaml"}...)
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require.Empty(t, errs)
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require.Len(t, groups, 1)
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for _, group := range groups {
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require.Len(t, group.rules, ruleCount)
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start := time.Now()
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group.Eval(ctx, start)
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// Max inflight can be 1 synchronous eval and up to MaxConcurrentEvals concurrent evals.
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require.EqualValues(t, opts.MaxConcurrentEvals+1, maxInflight.Load())
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// Some rules should execute concurrently so should complete quicker.
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require.Less(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
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// Each rule produces one vector.
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require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
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|
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}
|
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})
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t.Run("asynchronous evaluation of all independent rules, sufficient concurrency", func(t *testing.T) {
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// Reset.
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inflightQueries.Store(0)
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maxInflight.Store(0)
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ctx, cancel := context.WithCancel(context.Background())
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t.Cleanup(cancel)
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ruleCount := 6
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opts := optsFactory(storage, &maxInflight, &inflightQueries, 0)
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// Configure concurrency settings.
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opts.ConcurrentEvalsEnabled = true
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opts.MaxConcurrentEvals = int64(ruleCount) * 2
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opts.RuleConcurrencyController = nil
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ruleManager := NewManager(opts)
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groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple_independent.yaml"}...)
|
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require.Empty(t, errs)
|
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require.Len(t, groups, 1)
|
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|
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for _, group := range groups {
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require.Len(t, group.rules, ruleCount)
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|
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start := time.Now()
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|
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group.Eval(ctx, start)
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// Max inflight can be up to MaxConcurrentEvals concurrent evals, since there is sufficient concurrency to run all rules at once.
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require.LessOrEqual(t, int64(maxInflight.Load()), opts.MaxConcurrentEvals)
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// Some rules should execute concurrently so should complete quicker.
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require.Less(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
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// Each rule produces one vector.
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require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
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}
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||||
})
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}
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||||
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|
@ -1793,8 +1833,6 @@ func TestBoundedRuleEvalConcurrency(t *testing.T) {
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storage := teststorage.New(t)
|
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t.Cleanup(func() { storage.Close() })
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|
||||
const artificialDelay = time.Millisecond * 100
|
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|
||||
var (
|
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inflightQueries atomic.Int32
|
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maxInflight atomic.Int32
|
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|
@ -1803,50 +1841,15 @@ func TestBoundedRuleEvalConcurrency(t *testing.T) {
|
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)
|
||||
|
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files := []string{"fixtures/rules_multiple_groups.yaml"}
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ruleManager := NewManager(&ManagerOptions{
|
||||
Context: context.Background(),
|
||||
Logger: log.NewNopLogger(),
|
||||
Appendable: storage,
|
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ConcurrentEvalsEnabled: true,
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MaxConcurrentEvals: maxConcurrency,
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||||
QueryFunc: func(ctx context.Context, q string, ts time.Time) (promql.Vector, error) {
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||||
inflightQueries.Add(1)
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||||
defer func() {
|
||||
inflightQueries.Add(-1)
|
||||
}()
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||||
|
||||
// Artificially delay all query executions to highlight concurrent execution improvement.
|
||||
time.Sleep(artificialDelay)
|
||||
|
||||
// Return a stub sample.
|
||||
return promql.Vector{
|
||||
promql.Sample{Metric: labels.FromStrings("__name__", "test"), T: ts.UnixMilli(), F: 12345},
|
||||
}, nil
|
||||
},
|
||||
})
|
||||
ruleManager := NewManager(optsFactory(storage, &maxInflight, &inflightQueries, maxConcurrency))
|
||||
|
||||
groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, files...)
|
||||
require.Empty(t, errs)
|
||||
require.Len(t, groups, groupCount)
|
||||
|
||||
ctx, cancel := context.WithCancel(context.Background())
|
||||
|
||||
go func() {
|
||||
for {
|
||||
select {
|
||||
case <-ctx.Done():
|
||||
return
|
||||
default:
|
||||
highWatermark := maxInflight.Load()
|
||||
current := inflightQueries.Load()
|
||||
if current > highWatermark {
|
||||
maxInflight.Store(current)
|
||||
}
|
||||
|
||||
time.Sleep(time.Millisecond)
|
||||
}
|
||||
}
|
||||
}()
|
||||
t.Cleanup(cancel)
|
||||
|
||||
// Evaluate groups concurrently (like they normally do).
|
||||
var wg sync.WaitGroup
|
||||
|
@ -1861,8 +1864,46 @@ func TestBoundedRuleEvalConcurrency(t *testing.T) {
|
|||
}
|
||||
|
||||
wg.Wait()
|
||||
cancel()
|
||||
|
||||
// Synchronous queries also count towards inflight, so at most we can have maxConcurrency+$groupCount inflight evaluations.
|
||||
require.EqualValues(t, maxInflight.Load(), int32(maxConcurrency)+int32(groupCount))
|
||||
}
|
||||
|
||||
const artificialDelay = 10 * time.Millisecond
|
||||
|
||||
func optsFactory(storage storage.Storage, maxInflight, inflightQueries *atomic.Int32, maxConcurrent int64) *ManagerOptions {
|
||||
var inflightMu sync.Mutex
|
||||
|
||||
concurrent := maxConcurrent > 0
|
||||
|
||||
return &ManagerOptions{
|
||||
Context: context.Background(),
|
||||
Logger: log.NewNopLogger(),
|
||||
ConcurrentEvalsEnabled: concurrent,
|
||||
MaxConcurrentEvals: maxConcurrent,
|
||||
Appendable: storage,
|
||||
QueryFunc: func(ctx context.Context, q string, ts time.Time) (promql.Vector, error) {
|
||||
inflightMu.Lock()
|
||||
|
||||
current := inflightQueries.Add(1)
|
||||
defer func() {
|
||||
inflightQueries.Add(-1)
|
||||
}()
|
||||
|
||||
highWatermark := maxInflight.Load()
|
||||
|
||||
if current > highWatermark {
|
||||
maxInflight.Store(current)
|
||||
}
|
||||
inflightMu.Unlock()
|
||||
|
||||
// Artificially delay all query executions to highlight concurrent execution improvement.
|
||||
time.Sleep(artificialDelay)
|
||||
|
||||
// Return a stub sample.
|
||||
return promql.Vector{
|
||||
promql.Sample{Metric: labels.FromStrings("__name__", "test"), T: ts.UnixMilli(), F: 12345},
|
||||
}, nil
|
||||
},
|
||||
}
|
||||
}
|
||||
|
|
Loading…
Reference in a new issue