diff --git a/cmd/apmbench/README.md b/cmd/apmbench/README.md index 450f37b..bece815 100644 --- a/cmd/apmbench/README.md +++ b/cmd/apmbench/README.md @@ -1,3 +1,5 @@ -## APMBench +# APMBench -APMBench allows running a set of benchmarks against APM supported endpoints. +APMBench allows running a set of benchmarks against APM supported endpoints. It +also allows collection of OTEL metrics from the servers implementing APM endpoints +and report it as benchmarking results. diff --git a/cmd/apmbench/config.go b/cmd/apmbench/config.go index 3d87557..cd12fa9 100644 --- a/cmd/apmbench/config.go +++ b/cmd/apmbench/config.go @@ -20,7 +20,8 @@ var cfg struct { Detailed bool RunRE *regexp.Regexp // Sorted list of agents count to be used for benchmarking - AgentsList []int + AgentsList []int + CollectorConfigYaml string } func init() { @@ -58,4 +59,5 @@ func init() { return nil }, ) + flag.StringVar(&cfg.CollectorConfigYaml, "collector-config-yaml", "", "configuration for otel collector") } diff --git a/cmd/apmbench/main.go b/cmd/apmbench/main.go index b8c1cbc..b0b4c2a 100644 --- a/cmd/apmbench/main.go +++ b/cmd/apmbench/main.go @@ -5,15 +5,85 @@ package main import ( + "context" + "errors" "flag" "log" + "sync" "testing" + "time" + + "github.com/elastic/apm-perf/internal/otelcollector" + "go.uber.org/zap" ) func main() { flag.Parse() + logger, err := zap.NewProduction() + if err != nil { + log.Fatalf("failed to setup logger: %v", err) + } + + extraMetrics := func(*testing.B) error { return nil } + resetFunc := func() { return } + if cfg.CollectorConfigYaml != "" { + logger.Info("starting otel collector...") + + collectorCfg := otelcollector.DefaultConfig() + err := collectorCfg.LoadConfigFromYamlFile(cfg.CollectorConfigYaml) + if err != nil { + logger.Fatal("failed to load collector config", zap.Error(err)) + } + + collector, err := otelcollector.New(collectorCfg, logger) + if err != nil { + logger.Fatal("failed to create a new collector", zap.Error(err)) + } + logger.Info("loaded collector configuration", zap.Object("config", &collectorCfg)) + + var wg sync.WaitGroup + defer wg.Wait() + ctx, cancel := context.WithCancel(context.Background()) + defer cancel() + + wg.Add(1) + go func() { + defer wg.Done() + + if err := collector.Run(ctx); err != nil { + logger.Fatal("failed to run collector", zap.Error(err)) + } + }() + + extraMetrics = func(b *testing.B) error { + var errs []error + for _, cfg := range collectorCfg.InMemoryStoreConfig { + m, err := collector.GetAggregatedMetric(cfg) + if err != nil { + errs = append(errs, err) + continue + } + b.ReportMetric(m, cfg.Alias) + } + if len(errs) > 0 { + return errors.Join(errs...) + } + return nil + } + resetFunc = collector.Reset + + // Wait for otel collector to be ready + ctx, cancel = context.WithTimeout(context.Background(), 5*time.Second) + defer cancel() + if err := collector.Wait(ctx); err != nil { + logger.Fatal("failed to start collector", zap.Error(err)) + } + } + if err := Run( + extraMetrics, + resetFunc, Benchmark1000Transactions, BenchmarkOTLPTraces, BenchmarkAgentAll, @@ -23,7 +93,7 @@ func main() { BenchmarkAgentRuby, Benchmark10000AggregationGroups, ); err != nil { - log.Fatal(err) + logger.Fatal("failed to run benchmarks", zap.Error(err)) } } diff --git a/cmd/apmbench/run.go b/cmd/apmbench/run.go index 24fdf7b..6cba0df 100644 --- a/cmd/apmbench/run.go +++ b/cmd/apmbench/run.go @@ -31,7 +31,11 @@ type result struct { } // Run runs all the given BenchmarkFunc. -func Run(fns ...BenchmarkFunc) error { +func Run( + extraMetrics func(*testing.B) error, + resetStore func(), + fns ...BenchmarkFunc, +) error { type benchmark struct { name string fn BenchmarkFunc @@ -70,7 +74,7 @@ func Run(fns ...BenchmarkFunc) error { runtime.GOMAXPROCS(agents) for _, b := range benchmarks { name := fullBenchmarkName(b.name, agents) - result := runOne(b.fn) + result := runOne(extraMetrics, resetStore, b.fn) // testing.Benchmark discards all output so the only thing we can // retrive is the benchmark status and result. if result.skipped { @@ -87,7 +91,12 @@ func Run(fns ...BenchmarkFunc) error { return nil } -func runOne(fn BenchmarkFunc) (result result) { +func runOne( + extraMetrics func(*testing.B) error, + resetStore func(), + fn BenchmarkFunc, +) (result result) { + defer resetStore() limiter := loadgen.GetNewLimiter( loadgencfg.Config.EventRate.Burst, loadgencfg.Config.EventRate.Interval, @@ -106,6 +115,7 @@ func runOne(fn BenchmarkFunc) (result result) { result.skipped = b.Skipped() result.failed = b.Failed() + extraMetrics(b) }) return result } diff --git a/go.mod b/go.mod index 998fee0..59ac16c 100644 --- a/go.mod +++ b/go.mod @@ -12,6 +12,14 @@ require ( go.elastic.co/apm/v2 v2.4.1 go.elastic.co/ecszap v1.0.1 go.elastic.co/fastjson v1.1.0 + go.opentelemetry.io/collector v0.83.0 + go.opentelemetry.io/collector/component v0.83.0 + go.opentelemetry.io/collector/config/configtelemetry v0.83.0 + go.opentelemetry.io/collector/consumer v0.83.0 + go.opentelemetry.io/collector/exporter v0.83.0 + go.opentelemetry.io/collector/pdata v1.0.0-rcv0014 + go.opentelemetry.io/collector/receiver v0.83.0 + go.opentelemetry.io/collector/receiver/otlpreceiver v0.83.0 go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.16.0 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.16.0 go.opentelemetry.io/otel/sdk v1.16.0 @@ -23,30 +31,89 @@ require ( ) require ( + contrib.go.opencensus.io/exporter/prometheus v0.4.2 // indirect github.com/armon/go-radix v1.0.0 // indirect + github.com/beorn7/perks v1.0.1 // indirect github.com/cenkalti/backoff/v4 v4.2.1 // indirect + github.com/cespare/xxhash/v2 v2.2.0 // indirect github.com/davecgh/go-spew v1.1.1 // indirect github.com/elastic/go-licenser v0.4.0 // indirect github.com/elastic/go-sysinfo v1.7.1 // indirect github.com/elastic/go-windows v1.0.1 // indirect + github.com/felixge/httpsnoop v1.0.3 // indirect + github.com/fsnotify/fsnotify v1.6.0 // indirect + github.com/go-kit/log v0.2.1 // indirect + github.com/go-logfmt/logfmt v0.5.1 // indirect github.com/go-logr/logr v1.2.4 // indirect github.com/go-logr/stdr v1.2.2 // indirect + github.com/go-ole/go-ole v1.2.6 // indirect + github.com/gogo/protobuf v1.3.2 // indirect + github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect github.com/golang/protobuf v1.5.3 // indirect + github.com/golang/snappy v0.0.4 // indirect + github.com/google/uuid v1.3.0 // indirect github.com/grpc-ecosystem/grpc-gateway/v2 v2.7.0 // indirect github.com/inconshreveable/mousetrap v1.1.0 // indirect github.com/jcchavezs/porto v0.1.0 // indirect github.com/joeshaw/multierror v0.0.0-20140124173710-69b34d4ec901 // indirect - github.com/kr/pretty v0.3.1 // indirect + github.com/json-iterator/go v1.1.12 // indirect + github.com/knadh/koanf v1.5.0 // indirect + github.com/knadh/koanf/v2 v2.0.1 // indirect + github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect github.com/magefile/mage v1.9.0 // indirect + github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect + github.com/mitchellh/copystructure v1.2.0 // indirect + github.com/mitchellh/mapstructure v1.5.1-0.20220423185008-bf980b35cac4 // indirect + github.com/mitchellh/reflectwalk v1.0.2 // indirect + github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect + github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/mostynb/go-grpc-compression v1.2.0 // indirect github.com/pkg/errors v0.9.1 // indirect github.com/pmezard/go-difflib v1.0.0 // indirect + github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect + github.com/prometheus/client_golang v1.16.0 // indirect + github.com/prometheus/client_model v0.4.0 // indirect + github.com/prometheus/common v0.44.0 // indirect github.com/prometheus/procfs v0.10.1 // indirect - github.com/rogpeppe/go-internal v1.10.0 // indirect + github.com/prometheus/statsd_exporter v0.22.7 // indirect + github.com/rs/cors v1.9.0 // indirect + github.com/shirou/gopsutil/v3 v3.23.7 // indirect + github.com/shoenig/go-m1cpu v0.1.6 // indirect github.com/tidwall/match v1.1.1 // indirect github.com/tidwall/pretty v1.2.0 // indirect + github.com/tklauser/go-sysconf v0.3.11 // indirect + github.com/tklauser/numcpus v0.6.0 // indirect + github.com/yusufpapurcu/wmi v1.2.3 // indirect + go.opencensus.io v0.24.0 // indirect + go.opentelemetry.io/collector/config/configauth v0.83.0 // indirect + go.opentelemetry.io/collector/config/configcompression v0.83.0 // indirect + go.opentelemetry.io/collector/config/configgrpc v0.83.0 // indirect + go.opentelemetry.io/collector/config/confighttp v0.83.0 // indirect + go.opentelemetry.io/collector/config/confignet v0.83.0 // indirect + go.opentelemetry.io/collector/config/configopaque v0.83.0 // indirect + go.opentelemetry.io/collector/config/configtls v0.83.0 // indirect + go.opentelemetry.io/collector/config/internal v0.83.0 // indirect + go.opentelemetry.io/collector/confmap v0.83.0 // indirect + go.opentelemetry.io/collector/connector v0.83.0 // indirect + go.opentelemetry.io/collector/extension v0.83.0 // indirect + go.opentelemetry.io/collector/extension/auth v0.83.0 // indirect + go.opentelemetry.io/collector/featuregate v1.0.0-rcv0014 // indirect + go.opentelemetry.io/collector/processor v0.83.0 // indirect + go.opentelemetry.io/collector/semconv v0.83.0 // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.42.1-0.20230612162650-64be7e574a17 // indirect + go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.42.0 // indirect + go.opentelemetry.io/contrib/propagators/b3 v1.17.0 // indirect go.opentelemetry.io/otel v1.16.0 // indirect + go.opentelemetry.io/otel/bridge/opencensus v0.39.0 // indirect go.opentelemetry.io/otel/exporters/otlp/internal/retry v1.16.0 // indirect + go.opentelemetry.io/otel/exporters/otlp/otlpmetric v0.39.0 // indirect + go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v0.39.0 // indirect + go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp v0.39.0 // indirect + go.opentelemetry.io/otel/exporters/prometheus v0.39.0 // indirect + go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v0.39.0 // indirect + go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.16.0 // indirect go.opentelemetry.io/otel/metric v1.16.0 // indirect + go.opentelemetry.io/otel/sdk/metric v0.39.0 // indirect go.opentelemetry.io/otel/trace v1.16.0 // indirect go.opentelemetry.io/proto/otlp v0.19.0 // indirect go.uber.org/multierr v1.11.0 // indirect @@ -55,10 +122,11 @@ require ( golang.org/x/sys v0.11.0 // indirect golang.org/x/text v0.12.0 // indirect golang.org/x/tools v0.7.0 // indirect + gonum.org/v1/gonum v0.13.0 // indirect google.golang.org/genproto v0.0.0-20230526161137-0005af68ea54 // indirect google.golang.org/genproto/googleapis/api v0.0.0-20230525234035-dd9d682886f9 // indirect google.golang.org/genproto/googleapis/rpc v0.0.0-20230530153820-e85fd2cbaebc // indirect google.golang.org/protobuf v1.31.0 // indirect - gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c // indirect + gopkg.in/yaml.v2 v2.4.0 // indirect howett.net/plist v1.0.0 // indirect ) diff --git a/go.sum b/go.sum index 21e6710..5115bd2 100644 --- a/go.sum +++ b/go.sum @@ -13,12 +13,15 @@ cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKV cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs= cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc= cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY= +cloud.google.com/go v0.110.0 h1:Zc8gqp3+a9/Eyph2KDmcGaPtbKRIoqq4YTlL4NMD0Ys= cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE= cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc= cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg= cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc= cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ= +cloud.google.com/go/compute v1.20.0 h1:cUOcywWuowO9It2i1KX1lIb0HH7gLv6nENKuZGnlcSo= +cloud.google.com/go/compute/metadata v0.2.4-0.20230617002413-005d2dfb6b68 h1:aRVqY1p2IJaBGStWMsQMpkAa83cPkCDLl80eOj0Rbz4= cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk= cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I= @@ -30,20 +33,49 @@ cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0Zeo cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk= cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs= cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0= +contrib.go.opencensus.io/exporter/prometheus v0.4.2 h1:sqfsYl5GIY/L570iT+l93ehxaWJs2/OwXtiWwew3oAg= +contrib.go.opencensus.io/exporter/prometheus v0.4.2/go.mod h1:dvEHbiKmgvbr5pjaF9fpw1KeYcjrnC1J8B+JKjsZyRQ= dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU= +github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= +github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= +github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= +github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= +github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk541a8SKzHPHnH3zbiI+7dagKZ0cgpgrD7Fyho= +github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137/go.mod h1:OMCwj8VM1Kc9e19TLln2VL61YJF0x1XFtfdL4JdbSyE= github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY= +github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o= +github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY= +github.com/armon/go-radix v0.0.0-20180808171621-7fddfc383310/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8= github.com/armon/go-radix v1.0.0 h1:F4z6KzEeeQIMeLFa97iZU6vupzoecKdU5TX24SNppXI= github.com/armon/go-radix v1.0.0/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8= +github.com/aws/aws-sdk-go-v2 v1.9.2/go.mod 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h1:csyQxQ0UHHKVA8KApS7eUO/klMO5sd/av5CNZNU4O6w= +go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.16.0 h1:+XWJd3jf75RXJq29mxbuXhCXFDG3S3R4vBUeSI2P7tE= +go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.16.0/go.mod h1:hqgzBPTf4yONMFgdZvL/bK42R/iinTyVQtiWihs3SZc= go.opentelemetry.io/otel/metric v1.16.0 h1:RbrpwVG1Hfv85LgnZ7+txXioPDoh6EdbZHo26Q3hqOo= go.opentelemetry.io/otel/metric v1.16.0/go.mod h1:QE47cpOmkwipPiefDwo2wDzwJrlfxxNYodqc4xnGCo4= go.opentelemetry.io/otel/sdk v1.16.0 h1:Z1Ok1YsijYL0CSJpHt4cS3wDDh7p572grzNrBMiMWgE= go.opentelemetry.io/otel/sdk v1.16.0/go.mod h1:tMsIuKXuuIWPBAOrH+eHtvhTL+SntFtXF9QD68aP6p4= +go.opentelemetry.io/otel/sdk/metric v0.39.0 h1:Kun8i1eYf48kHH83RucG93ffz0zGV1sh46FAScOTuDI= +go.opentelemetry.io/otel/sdk/metric v0.39.0/go.mod h1:piDIRgjcK7u0HCL5pCA4e74qpK/jk3NiUoAHATVAmiI= go.opentelemetry.io/otel/trace v1.16.0 h1:8JRpaObFoW0pxuVPapkgH8UhHQj+bJW8jJsCZEu5MQs= go.opentelemetry.io/otel/trace v1.16.0/go.mod h1:Yt9vYq1SdNz3xdjZZK7wcXv1qv2pwLkqr2QVwea0ef0= go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI= @@ -248,12 +562,15 @@ go.uber.org/goleak v1.2.1 h1:NBol2c7O1ZokfZ0LEU9K6Whx/KnwvepVetCUhtKja4A= go.uber.org/multierr v1.6.0/go.mod h1:cdWPpRnG4AhwMwsgIHip0KRBQjJy5kYEpYjJxpXp9iU= go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0= go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y= +go.uber.org/zap v1.17.0/go.mod h1:MXVU+bhUf/A7Xi2HNOnopQOrmycQ5Ih87HtOu4q5SSo= go.uber.org/zap v1.21.0/go.mod h1:wjWOCqI0f2ZZrJF/UufIOkiC8ii6tm1iqIsLo76RfJw= go.uber.org/zap v1.25.0 h1:4Hvk6GtkucQ790dqmj7l1eEnRdKm3k3ZUrUMS2d5+5c= go.uber.org/zap v1.25.0/go.mod h1:JIAUzQIH94IC4fOJQm7gMmBJP5k7wQfdcnYdPoEXJYk= +golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= golang.org/x/crypto v0.0.0-20190510104115-cbcb75029529/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20190605123033-f99c8df09eb5/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= +golang.org/x/crypto v0.0.0-20190923035154-9ee001bba392/go.mod h1:/lpIB1dKB+9EgE3H3cr1v9wB50oz8l4C4h62xy7jSTY= golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= @@ -266,6 +583,7 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0 golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4= golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM= golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU= +golang.org/x/exp v0.0.0-20230321023759-10a507213a29 h1:ooxPy7fPvB4kwsA2h+iBNHkAbp/4JxTSwCmvdjEYmug= golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js= golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0= golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE= @@ -293,6 +611,7 @@ golang.org/x/mod v0.9.0 h1:KENHtAZL2y3NLMYZeHY9DW8HW8V+kQyJsY/V9JlKvCs= golang.org/x/mod v0.9.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= +golang.org/x/net v0.0.0-20181114220301-adae6a3d119a/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20190108225652-1e06a53dbb7e/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= @@ -300,9 +619,11 @@ golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn golang.org/x/net v0.0.0-20190501004415-9ce7a6920f09/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190503192946-f4e77d36d62c/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190603091049-60506f45cf65/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks= +golang.org/x/net v0.0.0-20190613194153-d28f0bde5980/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190628185345-da137c7871d7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190724013045-ca1201d0de80/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20190923162816-aa69164e4478/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20191209160850-c0dbc17a3553/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200114155413-6afb5195e5aa/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200202094626-16171245cfb2/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= @@ -317,9 +638,16 @@ golang.org/x/net v0.0.0-20200520182314-0ba52f642ac2/go.mod h1:qpuaurCH72eLCgpAm/ golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= +golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= +golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= +golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM= +golang.org/x/net v0.0.0-20210410081132-afb366fc7cd1/go.mod h1:9tjilg8BloeKEkVJvy7fQ90B1CfIiPueXVOjqfkSzI8= +golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20210805182204-aaa1db679c0d/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20211015210444-4f30a5c0130f/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= +golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.14.0 h1:BONx9s002vGdD9umnlX1Po8vOZmrgH34qlHcD1MfK14= golang.org/x/net v0.14.0/go.mod h1:PpSgVXXLK0OxS0F31C1/tv6XNguvCrnXIDrFMspZIUI= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= @@ -327,7 +655,10 @@ golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4Iltr golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= +golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20211104180415-d3ed0bb246c8/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20220223155221-ee480838109b/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= +golang.org/x/oauth2 v0.8.0 h1:6dkIjl3j3LtZ/O3sTgZTMsLKSftL/B8Zgq4huOIIUu8= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -336,26 +667,44 @@ golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJ golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20200317015054-43a5402ce75a/go.mod 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v0.0.0-20200116001909-b77594299b42/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200122134326-e047566fdf82/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200124204421-9fbb57f87de9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200202164722-d101bd2416d5/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200212091648-12a6c2dcc1e4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200223170610-d5e6a3e2c0ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= @@ -366,22 +715,39 @@ golang.org/x/sys v0.0.0-20200501052902-10377860bb8e/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20200511232937-7e40ca221e25/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200515095857-1151b9dac4a9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys 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v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= +golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= +golang.org/x/text v0.3.1-0.20181227161524-e6919f6577db/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk= golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk= golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= @@ -407,6 +773,7 @@ golang.org/x/tools v0.0.0-20190606124116-d0a3d012864b/go.mod h1:/rFqwRUd4F7ZHNgw golang.org/x/tools v0.0.0-20190621195816-6e04913cbbac/go.mod h1:/rFqwRUd4F7ZHNgwSSTFct+R/Kf4OFW1sUzUTQQTgfc= golang.org/x/tools v0.0.0-20190628153133-6cdbf07be9d0/go.mod h1:/rFqwRUd4F7ZHNgwSSTFct+R/Kf4OFW1sUzUTQQTgfc= golang.org/x/tools v0.0.0-20190816200558-6889da9d5479/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= +golang.org/x/tools v0.0.0-20190907020128-2ca718005c18/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= golang.org/x/tools v0.0.0-20190911174233-4f2ddba30aff/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= golang.org/x/tools v0.0.0-20191012152004-8de300cfc20a/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= golang.org/x/tools v0.0.0-20191113191852-77e3bb0ad9e7/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= @@ -432,9 +799,12 @@ golang.org/x/tools v0.0.0-20200509030707-2212a7e161a5/go.mod h1:EkVYQZoAsY45+roY golang.org/x/tools v0.0.0-20200512131952-2bc93b1c0c88/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20200515010526-7d3b6ebf133d/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20200618134242-20370b0cb4b2/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= +golang.org/x/tools v0.0.0-20200619180055-7c47624df98f/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20200729194436-6467de6f59a7/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools v0.0.0-20200804011535-6c149bb5ef0d/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools v0.0.0-20200825202427-b303f430e36d/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= +golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA= +golang.org/x/tools v0.1.2/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk= golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk= golang.org/x/tools v0.1.7/go.mod h1:LGqMHiF4EqQNHR1JncWGqT5BVaXmza+X+BDGol+dOxo= golang.org/x/tools v0.1.9/go.mod h1:nABZi5QlRsZVlzPpHl034qft6wpY4eDcsTt5AaioBiU= @@ -444,6 +814,8 @@ golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8T golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= +gonum.org/v1/gonum v0.13.0 h1:a0T3bh+7fhRyqeNbiC3qVHYmkiQgit3wnNan/2c0HMM= +gonum.org/v1/gonum v0.13.0/go.mod h1:/WPYRckkfWrhWefxyYTfrTtQR0KH4iyHNuzxqXAKyAU= google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE= google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M= google.golang.org/api v0.8.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg= @@ -466,8 +838,10 @@ google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7 google.golang.org/appengine v1.6.1/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww/cMBSeb0= google.golang.org/appengine v1.6.5/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= google.golang.org/appengine v1.6.6/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= +google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c= google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= google.golang.org/genproto v0.0.0-20190307195333-5fe7a883aa19/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= +google.golang.org/genproto v0.0.0-20190404172233-64821d5d2107/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190418145605-e7d98fc518a7/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190425155659-357c62f0e4bb/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190502173448-54afdca5d873/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= @@ -496,6 +870,7 @@ google.golang.org/genproto v0.0.0-20200618031413-b414f8b61790/go.mod h1:jDfRM7Fc google.golang.org/genproto v0.0.0-20200729003335-053ba62fc06f/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= google.golang.org/genproto v0.0.0-20200804131852-c06518451d9c/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= google.golang.org/genproto v0.0.0-20200825200019-8632dd797987/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= +google.golang.org/genproto v0.0.0-20210602131652-f16073e35f0c/go.mod h1:UODoCrxHCcBojKKwX1terBiRUaqAsFqJiF615XL43r0= google.golang.org/genproto v0.0.0-20211118181313-81c1377c94b1/go.mod h1:5CzLGKJ67TSI2B9POpiiyGha0AjJvZIUgRMt1dSmuhc= google.golang.org/genproto v0.0.0-20230526161137-0005af68ea54 h1:9NWlQfY2ePejTmfwUH1OWwmznFa+0kKcHGPDvcPza9M= google.golang.org/genproto v0.0.0-20230526161137-0005af68ea54/go.mod h1:zqTuNwFlFRsw5zIts5VnzLQxSRqh+CGOTVMlYbY0Eyk= @@ -503,9 +878,11 @@ google.golang.org/genproto/googleapis/api v0.0.0-20230525234035-dd9d682886f9 h1: google.golang.org/genproto/googleapis/api v0.0.0-20230525234035-dd9d682886f9/go.mod h1:vHYtlOoi6TsQ3Uk2yxR7NI5z8uoV+3pZtR4jmHIkRig= google.golang.org/genproto/googleapis/rpc v0.0.0-20230530153820-e85fd2cbaebc h1:XSJ8Vk1SWuNr8S18z1NZSziL0CPIXLCCMDOEFtHBOFc= google.golang.org/genproto/googleapis/rpc v0.0.0-20230530153820-e85fd2cbaebc/go.mod h1:66JfowdXAEgad5O9NnYcsNPLCPZJD++2L9X0PCMODrA= +google.golang.org/grpc v1.14.0/go.mod h1:yo6s7OP7yaDglbqo1J04qKzAhqBH6lvTonzMVmEdcZw= google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c= google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38= google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM= +google.golang.org/grpc v1.22.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg= google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg= google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY= google.golang.org/grpc v1.26.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= @@ -516,7 +893,9 @@ google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3Iji google.golang.org/grpc v1.30.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak= google.golang.org/grpc v1.31.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak= google.golang.org/grpc v1.33.1/go.mod h1:fr5YgcSWrqhRRxogOsw7RzIpsmvOZ6IcH4kBYTpR3n0= +google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc= google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU= +google.golang.org/grpc v1.38.0/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM= google.golang.org/grpc v1.40.0/go.mod h1:ogyxbiOoUXAkP+4+xa6PZSE9DZgIHtSpzjDTB9KAK34= google.golang.org/grpc v1.42.0/go.mod h1:k+4IHHFw41K8+bbowsex27ge2rCb65oeWqe4jJ590SU= google.golang.org/grpc v1.57.0 h1:kfzNeI/klCGD2YPMUlaGNT3pxvYfga7smW3Vth8Zsiw= @@ -534,18 +913,28 @@ google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlba google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw= google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= +google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= +google.golang.org/protobuf v1.28.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8= google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= +gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw= +gopkg.in/asn1-ber.v1 v1.0.0-20181015200546-f715ec2f112d/go.mod h1:cuepJuh7vyXfUyUwEgHQXw849cJrilpS5NeIjOWESAw= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= +gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk= -gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q= gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI= +gopkg.in/square/go-jose.v2 v2.3.1/go.mod h1:M9dMgbHiYLoDGQrXy7OpJDJWiKiU//h+vD76mk0e1AI= gopkg.in/yaml.v1 v1.0.0-20140924161607-9f9df34309c0/go.mod h1:WDnlLJ4WF5VGsH/HVa3CI79GS0ol3YnhVnKP89i0kNg= gopkg.in/yaml.v2 v2.2.1/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.2.3/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.2.5/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY= +gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= @@ -563,3 +952,4 @@ howett.net/plist v1.0.0/go.mod h1:lqaXoTrLY4hg8tnEzNru53gicrbv7rrk+2xJA/7hw9g= rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8= rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0= rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA= +sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc= diff --git a/internal/otelcollector/collector.go b/internal/otelcollector/collector.go new file mode 100644 index 0000000..628f149 --- /dev/null +++ b/internal/otelcollector/collector.go @@ -0,0 +1,173 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License 2.0; +// you may not use this file except in compliance with the Elastic License 2.0. + +package otelcollector + +import ( + "context" + "errors" + "fmt" + "time" + + "github.com/elastic/apm-perf/internal/otelcollector/exporter/inmemexporter" + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/config/configtelemetry" + "go.opentelemetry.io/collector/exporter" + "go.opentelemetry.io/collector/otelcol" + "go.opentelemetry.io/collector/receiver" + otlpreceiver "go.opentelemetry.io/collector/receiver/otlpreceiver" + "go.opentelemetry.io/collector/service" + "go.opentelemetry.io/collector/service/pipelines" + "go.opentelemetry.io/collector/service/telemetry" + "go.uber.org/zap" + "go.uber.org/zap/zapcore" +) + +// Collector defines an OTEL collector for collecting metrics. Services +// can be configured to send metrics to the collector and the collector +// can be configured to record aggregated values for a set of metrics. +// The collector can be queried for the recorded metrics as required. +type Collector struct { + collector *otelcol.Collector + store *inmemexporter.Store +} + +// New creates a new instance of the Collector. +func New(cfg CollectorConfig, logger *zap.Logger) (*Collector, error) { + store, err := inmemexporter.NewStore(cfg.InMemoryStoreConfig, logger) + if err != nil { + return nil, fmt.Errorf("failed to create in memory store: %w", err) + } + + factories := otelcol.Factories{} + otlpReceiverFactory := otlpreceiver.NewFactory() + factories.Receivers, err = receiver.MakeFactoryMap(otlpReceiverFactory) + if err != nil { + return nil, fmt.Errorf("failed to create collector: %w", err) + } + + factories.Exporters, err = exporter.MakeFactoryMap(inmemexporter.NewFactory(store)) + if err != nil { + return nil, fmt.Errorf("failed to create collector: %w", err) + } + + otlpReceiverCfg := otlpReceiverFactory.CreateDefaultConfig().(*otlpreceiver.Config) + if cfg.GRPCEndpoint != "" { + otlpReceiverCfg.GRPC.NetAddr.Endpoint = cfg.GRPCEndpoint + } + if cfg.HTTPEndpoint != "" { + otlpReceiverCfg.HTTP.Endpoint = cfg.HTTPEndpoint + } + collector, err := otelcol.NewCollector(otelcol.CollectorSettings{ + BuildInfo: component.NewDefaultBuildInfo(), + Factories: factories, + ConfigProvider: staticConfigProvider{ + otlpReceiverConfig: otlpReceiverCfg, + }, + }) + if err != nil { + return nil, fmt.Errorf("failed to create collector: %w", err) + } + + return &Collector{ + collector: collector, + store: store, + }, nil +} + +// Run runs the collector and waits for it to complete. Consecutive calls +// to Run are not allowed and it shouldn't be called after Shutdown. +func (c *Collector) Run(ctx context.Context) error { + return c.collector.Run(ctx) +} + +// Wait waits for the collector to be in a ready state. +func (c *Collector) Wait(ctx context.Context) error { + for { + select { + case <-ctx.Done(): + return fmt.Errorf("failed waiting for collector to be ready: %w", ctx.Err()) + default: + switch c.collector.GetState() { + case otelcol.StateRunning: + return nil + case otelcol.StateClosing, otelcol.StateClosed: + return errors.New("collector is closing") + } + time.Sleep(time.Millisecond) + } + } +} + +// Shutdown shuts down the collector. +func (c *Collector) Shutdown() error { + if c.collector != nil { + c.collector.Shutdown() + } + return nil +} + +// GetAggregatedMetrics returns a aggregated value for the given +// aggregation config. +func (c *Collector) GetAggregatedMetric( + cfg inmemexporter.AggregationConfig, +) (float64, error) { + return c.store.Get(cfg) +} + +// Reset resets the collector. +func (c *Collector) Reset() { + c.store.Reset() +} + +type staticConfigProvider struct { + otlpReceiverConfig *otlpreceiver.Config +} + +func (p staticConfigProvider) Get( + ctx context.Context, + factories otelcol.Factories, +) (*otelcol.Config, error) { + return &otelcol.Config{ + Receivers: map[component.ID]component.Config{ + component.NewID("otlp"): p.otlpReceiverConfig, + }, + Exporters: map[component.ID]component.Config{ + component.NewID("inmem"): &inmemexporter.Config{}, + }, + Service: service.Config{ + Pipelines: map[component.ID]*pipelines.PipelineConfig{ + component.NewID("metrics"): &pipelines.PipelineConfig{ + Receivers: []component.ID{component.NewID("otlp")}, + Exporters: []component.ID{component.NewID("inmem")}, + }, + component.NewID("traces"): &pipelines.PipelineConfig{ + Receivers: []component.ID{component.NewID("otlp")}, + Exporters: []component.ID{component.NewID("inmem")}, + }, + }, + Telemetry: telemetry.Config{ + Logs: telemetry.LogsConfig{ + Level: zapcore.InfoLevel, + Development: false, + Encoding: "console", + OutputPaths: []string{"stderr"}, + ErrorOutputPaths: []string{"stderr"}, + }, + Metrics: telemetry.MetricsConfig{ + Level: configtelemetry.LevelNone, + }, + }, + }, + }, nil +} + +func (p staticConfigProvider) Watch() <-chan error { + // disable reload + return nil +} + +func (p staticConfigProvider) Shutdown(ctx context.Context) error { + return nil +} diff --git a/internal/otelcollector/config.go b/internal/otelcollector/config.go new file mode 100644 index 0000000..32589eb --- /dev/null +++ b/internal/otelcollector/config.go @@ -0,0 +1,63 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License 2.0; +// you may not use this file except in compliance with the Elastic License 2.0. + +package otelcollector + +import ( + "fmt" + "os" + + "github.com/elastic/apm-perf/internal/otelcollector/exporter/inmemexporter" + "go.uber.org/zap/zapcore" + "gopkg.in/yaml.v3" +) + +// CollectorConfig defines the configuration to customize the collector. +type CollectorConfig struct { + HTTPEndpoint string `yaml:"http_endpoint"` + GRPCEndpoint string `yaml:"grpc_endpoint"` + InMemoryStoreConfig []inmemexporter.AggregationConfig `yaml:"store"` +} + +// LoadConfigFromYamlFile loads collector configuration from an yaml file. +// Can be used with DefaultConfig: +// `DefaultConfig().LoadConfigFromYamlFile()` +func (cfg *CollectorConfig) LoadConfigFromYamlFile(path string) error { + file, err := os.Open(path) + if err != nil { + return fmt.Errorf("failed to open config file: %w", err) + } + defer file.Close() + + dec := yaml.NewDecoder(file) + if err := dec.Decode(cfg); err != nil { + return fmt.Errorf("failed to decode config file: %w", err) + } + + return nil +} + +// MarshalLogObject implements zapcore.ObjectMarshaler to allow adding +// config to logging context. +func (cfg *CollectorConfig) MarshalLogObject(enc zapcore.ObjectEncoder) error { + enc.AddString("http_endpoint", cfg.HTTPEndpoint) + enc.AddString("grpc_endpoint", cfg.GRPCEndpoint) + enc.AddArray("store_config", zapcore.ArrayMarshalerFunc( + func(enc zapcore.ArrayEncoder) error { + for _, c := range cfg.InMemoryStoreConfig { + enc.AppendObject(&c) + } + return nil + }, + )) + return nil +} + +// DefaultConfig creates a default collector configuration. +func DefaultConfig() CollectorConfig { + return CollectorConfig{ + HTTPEndpoint: "127.0.0.1:4318", + GRPCEndpoint: "127.0.0.1:4317", + } +} diff --git a/internal/otelcollector/config_test.go b/internal/otelcollector/config_test.go new file mode 100644 index 0000000..8c4465d --- /dev/null +++ b/internal/otelcollector/config_test.go @@ -0,0 +1,71 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License 2.0; +// you may not use this file except in compliance with the Elastic License 2.0. + +package otelcollector + +import ( + "fmt" + "os" + "path" + "testing" + + "github.com/elastic/apm-perf/internal/otelcollector/exporter/inmemexporter" + "github.com/stretchr/testify/assert" + "github.com/stretchr/testify/require" +) + +func TestLoadConfigFromYamlFile(t *testing.T) { + for _, tt := range []struct { + name string + input []byte + output CollectorConfig + errMsg string + }{ + { + name: "invalid_yaml", + input: []byte("invalid_yaml"), + errMsg: "failed to decode config file", + }, + { + name: "valid_yaml", + input: []byte(` +http_endpoint: localhost:8181 +grpc_endpoint: localhost:8182 +store: + - name: test.metric.count + alias: events/s + match_label_values: + k_1: v_1 + k_2: v_2`), + output: CollectorConfig{ + HTTPEndpoint: "localhost:8181", + GRPCEndpoint: "localhost:8182", + InMemoryStoreConfig: []inmemexporter.AggregationConfig{ + { + Name: "test.metric.count", + Alias: "events/s", + MatchLabelValues: map[string]string{ + "k_1": "v_1", + "k_2": "v_2", + }, + }, + }, + }, + }, + } { + t.Run(tt.name, func(t *testing.T) { + testFile := path.Join(t.TempDir(), fmt.Sprintf("test-%s.yaml", tt.name)) + require.NoError(t, os.WriteFile(testFile, tt.input, 0777)) + + var cfg CollectorConfig + err := cfg.LoadConfigFromYamlFile(testFile) + if tt.errMsg != "" { + assert.ErrorContains(t, err, tt.errMsg) + return + } + assert.NoError(t, err) + assert.Equal(t, tt.output, cfg) + }) + } +} diff --git a/internal/otelcollector/exporter/inmemexporter/exporter.go b/internal/otelcollector/exporter/inmemexporter/exporter.go new file mode 100644 index 0000000..9959eac --- /dev/null +++ b/internal/otelcollector/exporter/inmemexporter/exporter.go @@ -0,0 +1,42 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License 2.0; +// you may not use this file except in compliance with the Elastic License 2.0. + +package inmemexporter + +import ( + "context" + + "go.opentelemetry.io/collector/pdata/pmetric" + "go.opentelemetry.io/collector/pdata/ptrace" + "go.uber.org/zap" +) + +const componentID = "inmem" + +type Config struct{} + +type inMemExporter struct { + cfg Config + store *Store + logger *zap.Logger +} + +func new(cfg Config, store *Store, logger *zap.Logger) *inMemExporter { + return &inMemExporter{ + cfg: cfg, + store: store, + logger: logger, + } +} + +func (e *inMemExporter) consumeMetrics(_ context.Context, ld pmetric.Metrics) error { + e.logger.Info("received metrics", zap.Int("count", ld.MetricCount())) + e.store.Add(ld) + return nil +} + +func (e *inMemExporter) consumeTraces(_ context.Context, ld ptrace.Traces) error { + e.logger.Info("received traces", zap.Int("count", ld.SpanCount())) + return nil +} diff --git a/internal/otelcollector/exporter/inmemexporter/factory.go b/internal/otelcollector/exporter/inmemexporter/factory.go new file mode 100644 index 0000000..c516ba7 --- /dev/null +++ b/internal/otelcollector/exporter/inmemexporter/factory.go @@ -0,0 +1,73 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License 2.0; +// you may not use this file except in compliance with the Elastic License 2.0. + +package inmemexporter + +import ( + "context" + + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/consumer" + "go.opentelemetry.io/collector/exporter" + "go.opentelemetry.io/collector/exporter/exporterhelper" +) + +func NewFactory(store *Store) exporter.Factory { + return exporter.NewFactory( + componentID, + createDefaultConfig, + exporter.WithMetrics( + createMetricsExporter(store), + component.StabilityLevelDevelopment, + ), + exporter.WithTraces( + createTracesExporter(store), + component.StabilityLevelDevelopment, + ), + ) +} + +func createDefaultConfig() component.Config { + return &Config{} +} + +func createMetricsExporter(store *Store) func(context.Context, exporter.CreateSettings, component.Config) (exporter.Metrics, error) { + return func( + ctx context.Context, + settings exporter.CreateSettings, + rawCfg component.Config, + ) (exporter.Metrics, error) { + cfg := rawCfg.(*Config) + exp := new(*cfg, store, settings.TelemetrySettings.Logger) + return exporterhelper.NewMetricsExporter( + ctx, settings, cfg, + exp.consumeMetrics, + exporterhelper.WithCapabilities(consumer.Capabilities{MutatesData: false}), + // Disable Timeout/RetryOnFailure and SendingQueue + exporterhelper.WithTimeout(exporterhelper.TimeoutSettings{Timeout: 0}), + exporterhelper.WithRetry(exporterhelper.RetrySettings{Enabled: false}), + exporterhelper.WithQueue(exporterhelper.QueueSettings{Enabled: false}), + ) + } +} + +func createTracesExporter(store *Store) func(context.Context, exporter.CreateSettings, component.Config) (exporter.Traces, error) { + return func( + ctx context.Context, + settings exporter.CreateSettings, + rawCfg component.Config, + ) (exporter.Traces, error) { + cfg := rawCfg.(*Config) + exp := new(*cfg, store, settings.TelemetrySettings.Logger) + return exporterhelper.NewTracesExporter( + ctx, settings, cfg, + exp.consumeTraces, + exporterhelper.WithCapabilities(consumer.Capabilities{MutatesData: false}), + // Disable Timeout/RetryOnFailure and SendingQueue + exporterhelper.WithTimeout(exporterhelper.TimeoutSettings{Timeout: 0}), + exporterhelper.WithRetry(exporterhelper.RetrySettings{Enabled: false}), + exporterhelper.WithQueue(exporterhelper.QueueSettings{Enabled: false}), + ) + } +} diff --git a/internal/otelcollector/exporter/inmemexporter/store.go b/internal/otelcollector/exporter/inmemexporter/store.go new file mode 100644 index 0000000..2531b78 --- /dev/null +++ b/internal/otelcollector/exporter/inmemexporter/store.go @@ -0,0 +1,298 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License 2.0; +// you may not use this file except in compliance with the Elastic License 2.0. + +package inmemexporter + +import ( + "fmt" + "sort" + "sync" + + "go.elastic.co/fastjson" + "go.opentelemetry.io/collector/pdata/pcommon" + "go.opentelemetry.io/collector/pdata/pmetric" + "go.uber.org/zap" + "go.uber.org/zap/zapcore" +) + +// AggregationType defines the type of aggregation the store +// will perform on a filtered metrics. +type AggregationType string + +const ( + Last AggregationType = "last" + Sum AggregationType = "sum" +) + +// Store is a in-memory data store for telemetry data. Data +// exported from the in-memory exporter will be aggregated +// in the Store and queried from the store. Store only stores +// a specfic set of entries specified during creation. +type Store struct { + sync.RWMutex + nums map[string]pmetric.NumberDataPoint + + aggCfgM map[string][]AggregationConfig // keys are metric names + logger *zap.Logger +} + +// AggregationConfig defines the configuration for filtering, +// aggregating, and caching the metrics in the store. +// +// Each metric with a specific name and label values MUST have +// a unique aggregation type i.e. the store will only aggregate +// a single aggregation type for a specific name and label +// values combination. If duplicate entries are provided an +// error will be returned with the creation of a new store. +type AggregationConfig struct { + // Name specifies the metric name to include. + Name string `yaml:"name"` + + // MatchLabelValues specifies a subset of attributes that + // should match to aggregate a metric. All metrics with + // matching labels subset will be aggregated together. + MatchLabelValues map[string]string `yaml:"match_label_values"` + + // Type defines a type of aggregation that the store will + // perform on a filtered metric with the given name and + // label values. Only one type is allowed for a specific + // combination of name and label values. + Type AggregationType `yaml:"aggregation_type"` + + // Alias is used to describe the aggregated metrics produced + // by the aggregation config. + Alias string `yaml:"alias"` +} + +// MarshalLogObject implements zapcore.ObjectMarshaler to allow adding +// config to logging context. +func (cfg *AggregationConfig) MarshalLogObject(enc zapcore.ObjectEncoder) error { + enc.AddString("name", cfg.Name) + enc.AddString("type", string(cfg.Type)) + enc.AddString("alias", cfg.Alias) + enc.AddObject("label_values", zapcore.ObjectMarshalerFunc( + func(enc zapcore.ObjectEncoder) error { + for l, v := range cfg.MatchLabelValues { + enc.AddString("label", l) + enc.AddString("value", v) + } + return nil + }, + )) + return nil +} + +func (cfg *AggregationConfig) isEqualIgnoringType(target AggregationConfig) bool { + if cfg.Name != target.Name { + return false + } + if len(cfg.MatchLabelValues) != len(target.MatchLabelValues) { + return false + } + for k, v := range cfg.MatchLabelValues { + targetV, ok := target.MatchLabelValues[k] + if !ok || v != targetV { + return false + } + } + return true +} + +func (cfg *AggregationConfig) isEqual(name string, attrs pcommon.Map) bool { + if cfg.Name != name { + return false + } + if len(cfg.MatchLabelValues) > attrs.Len() { + return false + } + for k, v := range cfg.MatchLabelValues { + targetV, ok := attrs.Get(k) + if !ok || v != targetV.AsString() { + return false + } + } + return true +} + +// NewStore creates a new in memory metric store. Returns an +// error if the provided config is invalid. +func NewStore(aggs []AggregationConfig, logger *zap.Logger) (*Store, error) { + aggCfgM, err := validateAggregationConfig(aggs) + if err != nil { + return nil, err + } + return &Store{ + aggCfgM: aggCfgM, + logger: logger, + }, nil +} + +// Add adds metrics to the store. +func (s *Store) Add(ld pmetric.Metrics) { + s.Lock() + defer s.Unlock() + + rms := ld.ResourceMetrics() + for i := 0; i < rms.Len(); i++ { + sms := rms.At(i).ScopeMetrics() + for j := 0; j < sms.Len(); j++ { + ms := sms.At(j).Metrics() + for k := 0; k < ms.Len(); k++ { + s.add(ms.At(k)) + } + } + } +} + +// Get returns the aggregated value of a configured aggregation config. +func (s *Store) Get(cfg AggregationConfig) (float64, error) { + var w fastjson.Writer + key := getHashKey(cfg, &w) + + s.RLock() + defer s.RUnlock() + + dp, ok := s.nums[key] + if !ok { + return 0, nil + } + return dp.DoubleValue(), nil +} + +// Reset resets the store by deleting all cached data. +func (s *Store) Reset() { + s.Lock() + defer s.Unlock() + + for k := range s.nums { + delete(s.nums, k) + } +} + +func (s *Store) add(m pmetric.Metric) { + // Fast fail if metric name is not filtered + _, ok := s.aggCfgM[m.Name()] + if !ok { + s.logger.Debug( + "skipping metric, no config matched", + zap.String("name", m.Name()), + zap.String("type", m.Type().String()), + ) + return + } + + switch m.Type() { + case pmetric.MetricTypeGauge: + s.mergeNumberDataPoints(m.Name(), m.Gauge().DataPoints()) + case pmetric.MetricTypeSum: + if m.Sum().AggregationTemporality() == pmetric.AggregationTemporalityCumulative { + s.logger.Warn( + "skipping metric, cumulative temporality not implemented", + zap.String("name", m.Name()), + zap.String("type", m.Type().String()), + ) + return + } + // TODO (lahsivjar): need to handle start time? + s.mergeNumberDataPoints(m.Name(), m.Sum().DataPoints()) + default: + s.logger.Warn( + "metric type not implemented", + zap.String("type", m.Type().String()), + ) + } +} + +func (s *Store) mergeNumberDataPoints( + name string, + from pmetric.NumberDataPointSlice, +) { + if s.nums == nil { + s.nums = make(map[string]pmetric.NumberDataPoint) + } + + var w fastjson.Writer + for i := 0; i < from.Len(); i++ { + dp := from.At(i) + for _, cfg := range s.filterCfgs(name, dp.Attributes()) { + key := getHashKey(cfg, &w) + if _, ok := s.nums[key]; !ok { + s.nums[key] = pmetric.NewNumberDataPoint() + } + to := s.nums[key] + switch cfg.Type { + case Last: + to.SetDoubleValue(doubleValue(dp)) + case Sum: + to.SetDoubleValue(to.DoubleValue() + doubleValue(dp)) + } + } + } +} + +func (s *Store) filterCfgs(name string, attrs pcommon.Map) []AggregationConfig { + cfgs, ok := s.aggCfgM[name] + if !ok { + return nil + } + var result []AggregationConfig + for _, cfg := range cfgs { + if cfg.isEqual(name, attrs) { + result = append(result, cfg) + } + } + return result +} + +func validateAggregationConfig(src []AggregationConfig) (map[string][]AggregationConfig, error) { + to := make(map[string][]AggregationConfig) + for _, srcCfg := range src { + if toCfgs, ok := to[srcCfg.Name]; ok { + for _, toCfg := range toCfgs { + if toCfg.isEqualIgnoringType(srcCfg) { + if toCfg.Type != srcCfg.Type { + return nil, fmt.Errorf("cannot record same metric with different types: %s", srcCfg.Name) + } + return nil, fmt.Errorf("duplicate config found: %s", srcCfg.Name) + } + } + } + to[srcCfg.Name] = append(to[srcCfg.Name], srcCfg) + } + return to, nil +} + +func getHashKey(aggCfg AggregationConfig, w *fastjson.Writer) string { + w.Reset() + w.RawByte('{') + + w.RawString("\"n\":") + w.String(aggCfg.Name) + + // TODO (lahsivjar): Can be optimized by caching sorted keys. + sortedKeys := make([]string, 0, len(aggCfg.MatchLabelValues)) + for k := range aggCfg.MatchLabelValues { + sortedKeys = append(sortedKeys, k) + } + sort.Strings(sortedKeys) + + for _, k := range sortedKeys { + w.RawByte(',') + w.String(k) + w.RawByte(':') + w.String(aggCfg.MatchLabelValues[k]) + } + w.RawByte('}') + return string(w.Bytes()) +} + +func doubleValue(dp pmetric.NumberDataPoint) float64 { + switch dp.ValueType() { + case pmetric.NumberDataPointValueTypeDouble: + return dp.DoubleValue() + case pmetric.NumberDataPointValueTypeInt: + return float64(dp.IntValue()) + } + return 0 +} diff --git a/internal/otelcollector/exporter/inmemexporter/store_test.go b/internal/otelcollector/exporter/inmemexporter/store_test.go new file mode 100644 index 0000000..b94ae1f --- /dev/null +++ b/internal/otelcollector/exporter/inmemexporter/store_test.go @@ -0,0 +1,239 @@ +// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one +// or more contributor license agreements. Licensed under the Elastic License 2.0; +// you may not use this file except in compliance with the Elastic License 2.0. + +package inmemexporter + +import ( + "testing" + + "github.com/stretchr/testify/assert" + "github.com/stretchr/testify/require" + "go.opentelemetry.io/collector/pdata/pmetric" + "go.uber.org/zap" +) + +func TestNewStore(t *testing.T) { + logger := zap.NewExample() + _, validCfg := getTestAggCfg() + for _, tt := range []struct { + name string + cfgs []AggregationConfig + errMsg string + }{ + { + name: "duplicate_config", + cfgs: []AggregationConfig{ + { + Name: "agg_cfg_1", + MatchLabelValues: map[string]string{ + "k1": "v1", + }, + Type: Sum, + }, + { + Name: "agg_cfg_1", + MatchLabelValues: map[string]string{ + "k1": "v1", + }, + Type: Sum, + }, + }, + errMsg: "duplicate config found", + }, + { + name: "duplicate_config_differnt_type", + cfgs: []AggregationConfig{ + { + Name: "agg_cfg_1", + MatchLabelValues: map[string]string{ + "k1": "v1", + }, + Type: Sum, + }, + { + Name: "agg_cfg_1", + MatchLabelValues: map[string]string{ + "k1": "v1", + }, + Type: Last, + }, + }, + errMsg: "cannot record same metric with different types", + }, + { + name: "valid", + cfgs: validCfg, + }, + } { + t.Run(tt.name, func(t *testing.T) { + store, err := NewStore(tt.cfgs, logger) + if tt.errMsg != "" { + assert.ErrorContains(t, err, tt.errMsg) + return + } + assert.NoError(t, err) + assert.NotNil(t, store) + }) + } +} + +func TestAdd(t *testing.T) { + allMetricNames, cfgs := getTestAggCfg() + for _, tt := range []struct { + name string + input pmetric.Metrics + expected []float64 // for each aggregation query 1 output + }{ + { + name: "no_config", + input: newMetrics().addMetric( + []string{"404"}, 1.1, + nil, + pmetric.MetricTypeGauge, + ).get(), + expected: []float64{0, 0}, + }, + { + name: "filtered_input", + input: newMetrics(). + addMetric( + allMetricNames, 1.1, + map[string]string{"k_1": "v_1"}, + pmetric.MetricTypeGauge). + addMetric( + allMetricNames, 2.2, + map[string]string{"k_1": "v_1", "k_2": "v_2"}, + pmetric.MetricTypeGauge). + get(), + expected: []float64{ + 3.3, // sum + 2.2, // last + }, + }, + { + name: "unfiltered_input", + input: newMetrics(). + // no labels + addMetric( + allMetricNames, 1.1, + nil, + pmetric.MetricTypeGauge). + // label key doesn't match + addMetric( + allMetricNames, 1.1, + map[string]string{"k_2": "v_1"}, + pmetric.MetricTypeGauge). + // label value doesn't match + addMetric( + allMetricNames, 2.2, + map[string]string{"k_1": "v_2"}, + pmetric.MetricTypeGauge). + // name doesn't match + addMetric( + []string{"404"}, 3.3, + map[string]string{"k_1": "v_1"}, + pmetric.MetricTypeGauge). + get(), + expected: []float64{0, 0}, + }, + { + name: "mixed_input", + input: newMetrics(). + addMetric( + allMetricNames, 1.1, + map[string]string{"k_1": "v_1"}, + pmetric.MetricTypeGauge). + addMetric( + allMetricNames, 2.2, + map[string]string{"k_2": "v_1"}, + pmetric.MetricTypeGauge). + addMetric( + allMetricNames, 3.3, + map[string]string{"k_1": "v_1"}, + pmetric.MetricTypeGauge). + get(), + expected: []float64{ + 4.4, // sum + 3.3, // last + }, + }, + } { + t.Run(tt.name, func(t *testing.T) { + store, err := NewStore(cfgs, zap.NewExample()) + require.NoError(t, err) + + store.Add(tt.input) + for i := 0; i < len(cfgs); i++ { + actual, err := store.Get(cfgs[i]) + assert.NoError(t, err) + assert.InDelta(t, tt.expected[i], actual, 1e-9) + } + }) + } +} + +type testMetricSlice struct { + m pmetric.Metrics + ms pmetric.MetricSlice +} + +func newMetrics() testMetricSlice { + m := pmetric.NewMetrics() + return testMetricSlice{ + m: m, + ms: m.ResourceMetrics().AppendEmpty(). + ScopeMetrics().AppendEmpty(). + Metrics(), + } +} + +func (tms testMetricSlice) addMetric( + names []string, + val float64, + attrs map[string]string, + t pmetric.MetricType, +) testMetricSlice { + for _, name := range names { + m := tms.ms.AppendEmpty() + m.SetName(name) + switch t { + case pmetric.MetricTypeGauge: + dp := m.SetEmptyGauge().DataPoints().AppendEmpty() + dp.SetDoubleValue(val) + for k, v := range attrs { + dp.Attributes().PutStr(k, v) + } + } + } + return tms +} + +func (tms testMetricSlice) get() pmetric.Metrics { + return tms.m +} + +func getTestAggCfg() ([]string, []AggregationConfig) { + cfgs := []AggregationConfig{ + { + Name: "test_sum", + MatchLabelValues: map[string]string{ + "k_1": "v_1", + }, + Type: Sum, + }, + { + Name: "test_last", + MatchLabelValues: map[string]string{ + "k_1": "v_1", + }, + Type: Last, + }, + } + + names := make([]string, 0, len(cfgs)) + for _, cfg := range cfgs { + names = append(names, cfg.Name) + } + return names, cfgs +}