// Copyright 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. package tsdb import ( "context" "strconv" "testing" "time" "github.com/stretchr/testify/require" "github.com/prometheus/prometheus/model/labels" "github.com/prometheus/prometheus/tsdb/wlog" ) // BenchmarkLabelValues_SlowPath benchmarks the performance of LabelValues when the matcher // is far ahead of the candidate posting list. This reproduces the performance regression // described in #14551 where dense candidates caused O(N) iteration instead of O(log N) seeking. func BenchmarkLabelValues_SlowPath(b *testing.B) { // Create a head with some data. opts := DefaultHeadOptions() opts.ChunkDirRoot = b.TempDir() h, err := NewHead(nil, nil, nil, nil, opts, nil) require.NoError(b, err) defer h.Close() app := h.Appender(context.Background()) // 1. Create a large number of series for a "candidate" label (e.g. "job"). // We want these to NOT match the target matcher, but be candidates for a different label. // We use "job=api" and "instance=..." // We want the interaction to be: // LabelValues("instance", "job"="api") // "job"="api" will have 1 series at the END. // "instance" will have 100k series. // Actually, let's stick to the reproduction case: // distinct values for "val1". // "b"="1" matcher. // Create 100k series with the same label value ("common") but without the matcher label. // This results in a single large posting list for that value, simulating a dense candidate. for i := range 100000 { _, err := app.Append(0, labels.FromStrings("val1", "common", "extra", strconv.Itoa(i)), time.Now().UnixMilli(), 1) require.NoError(b, err) } // Create 1 series that matches the label "b=1", with a series ID greater than all previous ones. // This forces the intersection to skip over all 100k previous candidates. _, err = app.Append(0, labels.FromStrings("val1", "common", "b", "1"), time.Now().UnixMilli(), 1) require.NoError(b, err) require.NoError(b, app.Commit()) ctx := context.Background() matcher := labels.MustNewMatcher(labels.MatchEqual, "b", "1") // Use the correct method to access label values. idx, err := h.Index() require.NoError(b, err) b.ResetTimer() b.ReportAllocs() for b.Loop() { // "val1"="common" has 100k+1 postings. // "b=1" has 1 posting (the last one). vals, err := idx.LabelValues(ctx, "val1", nil, matcher) require.NoError(b, err) require.Equal(b, []string{"common"}, vals) } } // Ensure wlog/wal needed for NewHead. var _ = wlog.WL{}