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// Copyright 2015 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 expfmt import ( "bufio" "bytes" "compress/gzip" "errors" "io" "os" "testing" "google.golang.org/protobuf/encoding/protodelim" dto "github.com/prometheus/client_model/go" ) var parser TextParser // Benchmarks to show how much penalty text format parsing actually inflicts. // // Example results on Linux 3.13.0, Intel(R) Core(TM) i7-4700MQ CPU @ 2.40GHz, go1.4. // // BenchmarkParseText 1000 1188535 ns/op 205085 B/op 6135 allocs/op // BenchmarkParseTextGzip 1000 1376567 ns/op 246224 B/op 6151 allocs/op // BenchmarkParseProto 10000 172790 ns/op 52258 B/op 1160 allocs/op // BenchmarkParseProtoGzip 5000 324021 ns/op 94931 B/op 1211 allocs/op // BenchmarkParseProtoMap 10000 187946 ns/op 58714 B/op 1203 allocs/op // // CONCLUSION: The overhead for the map is negligible. Text format needs ~5x more allocations. // Without compression, it needs ~7x longer, but with compression (the more relevant scenario), // the difference becomes less relevant, only ~4x. // // The test data contains 248 samples. // BenchmarkParseText benchmarks the parsing of a text-format scrape into metric // family DTOs. func BenchmarkParseText(b *testing.B) { b.StopTimer() data, err := os.ReadFile("testdata/text") if err != nil { b.Fatal(err) } b.StartTimer() for i := 0; i < b.N; i++ { if _, err := parser.TextToMetricFamilies(bytes.NewReader(data)); err != nil { b.Fatal(err) } } } // BenchmarkParseTextGzip benchmarks the parsing of a gzipped text-format scrape // into metric family DTOs. func BenchmarkParseTextGzip(b *testing.B) { b.StopTimer() data, err := os.ReadFile("testdata/text.gz") if err != nil { b.Fatal(err) } b.StartTimer() for i := 0; i < b.N; i++ { in, err := gzip.NewReader(bytes.NewReader(data)) if err != nil { b.Fatal(err) } if _, err := parser.TextToMetricFamilies(in); err != nil { b.Fatal(err) } } } // BenchmarkParseProto benchmarks the parsing of a protobuf-format scrape into // metric family DTOs. Note that this does not build a map of metric families // (as the text version does), because it is not required for Prometheus // ingestion either. (However, it is required for the text-format parsing, as // the metric family might be sprinkled all over the text, while the // protobuf-format guarantees bundling at one place.) func BenchmarkParseProto(b *testing.B) { b.StopTimer() data, err := os.ReadFile("testdata/protobuf") if err != nil { b.Fatal(err) } b.StartTimer() for i := 0; i < b.N; i++ { family := &dto.MetricFamily{} in := bufio.NewReader(bytes.NewReader(data)) unmarshaler := protodelim.UnmarshalOptions{ MaxSize: -1, } for { family.Reset() if err := unmarshaler.UnmarshalFrom(in, family); err != nil { if errors.Is(err, io.EOF) { break } b.Fatal(err) } } } } // BenchmarkParseProtoGzip is like BenchmarkParseProto above, but parses gzipped // protobuf format. func BenchmarkParseProtoGzip(b *testing.B) { b.StopTimer() data, err := os.ReadFile("testdata/protobuf.gz") if err != nil { b.Fatal(err) } b.StartTimer() for i := 0; i < b.N; i++ { family := &dto.MetricFamily{} gz, err := gzip.NewReader(bytes.NewReader(data)) if err != nil { b.Fatal(err) } in := bufio.NewReader(gz) unmarshaler := protodelim.UnmarshalOptions{ MaxSize: -1, } for { family.Reset() if err := unmarshaler.UnmarshalFrom(in, family); err != nil { if errors.Is(err, io.EOF) { break } b.Fatal(err) } } } } // BenchmarkParseProtoMap is like BenchmarkParseProto but DOES put the parsed // metric family DTOs into a map. This is not happening during Prometheus // ingestion. It is just here to measure the overhead of that map creation and // separate it from the overhead of the text format parsing. func BenchmarkParseProtoMap(b *testing.B) { b.StopTimer() data, err := os.ReadFile("testdata/protobuf") if err != nil { b.Fatal(err) } b.StartTimer() for i := 0; i < b.N; i++ { families := map[string]*dto.MetricFamily{} in := bufio.NewReader(bytes.NewReader(data)) unmarshaler := protodelim.UnmarshalOptions{ MaxSize: -1, } for { family := &dto.MetricFamily{} if err := unmarshaler.UnmarshalFrom(in, family); err != nil { if errors.Is(err, io.EOF) { break } b.Fatal(err) } families[family.GetName()] = family } } }