From 1ab3d316cf9f35fc70735766aca3016ca5624051 Mon Sep 17 00:00:00 2001 From: Mario Date: Fri, 16 Apr 2021 12:08:50 +0200 Subject: [PATCH] Tail-based sampling (#526) * Add tail sampling in tempo pipelines * Add load balancing for traces when tail sampling Implements load balancing of spans by trace ID between agent instances for tail sampling * Lint things * Config recevier listening port * Add sampling in scraping service compose example * Don't load balance when it's not needed Many times users will have single instance deployements that do not require to load balance spans. Load balancing block is optional * Config reference for tail sampling * Update CHANGELOG * Fix panic * Move exporter to its own block * Make tail-sampling work in k3d example * Fix image name * Lower collector log level * Remove unnecessary pvcs --- CHANGELOG.md | 2 + docs/configuration-reference.md | 53 + .../agent/config/agent-scraping-service.yaml | 42 + .../docker-compose.scraping-service.yaml | 19 + example/k3d/environment/main.jsonnet | 48 +- .../lib/collector/collector-config.libsonnet | 28 + example/k3d/lib/collector/main.libsonnet | 47 + .../load-generator/load-generator-config.json | 630 +++++++ example/k3d/lib/load-generator/main.libsonnet | 54 + go.mod | 5 + go.sum | 6 + pkg/tempo/config.go | 179 +- pkg/tempo/config_test.go | 137 +- .../grafana-agent/v1/lib/tempo.libsonnet | 14 +- .../exporter/loadbalancingexporter/LICENSE | 201 +++ .../exporter/loadbalancingexporter/Makefile | 1 + .../exporter/loadbalancingexporter/README.md | 146 ++ .../exporter/loadbalancingexporter/config.go | 49 + .../consistent_hashing.go | 168 ++ .../loadbalancingexporter/exporter.go | 266 +++ .../exporter/loadbalancingexporter/factory.go | 60 + .../exporter/loadbalancingexporter/go.mod | 13 + .../exporter/loadbalancingexporter/go.sum | 1504 +++++++++++++++++ .../exporter/loadbalancingexporter/metrics.go | 80 + .../loadbalancingexporter/resolver.go | 36 + .../loadbalancingexporter/resolver_dns.go | 191 +++ .../loadbalancingexporter/resolver_static.go | 83 + .../pkg/batchpertrace/LICENSE | 201 +++ .../pkg/batchpertrace/Makefile | 1 + .../pkg/batchpertrace/batchpertrace.go | 65 + .../pkg/batchpertrace/go.mod | 8 + .../pkg/batchpertrace/go.sum | 1315 ++++++++++++++ .../processor/tailsamplingprocessor/LICENSE | 201 +++ .../processor/tailsamplingprocessor/Makefile | 1 + .../processor/tailsamplingprocessor/README.md | 58 + .../processor/tailsamplingprocessor/config.go | 95 ++ .../tailsamplingprocessor/factory.go | 69 + .../processor/tailsamplingprocessor/go.mod | 11 + .../processor/tailsamplingprocessor/go.sum | 1504 +++++++++++++++++ .../idbatcher/id_batcher.go | 141 ++ .../tailsamplingprocessor/metrics.go | 136 ++ .../tailsamplingprocessor/processor.go | 425 +++++ .../sampling/always_sample.go | 48 + .../tailsamplingprocessor/sampling/doc.go | 17 + .../sampling/numeric_tag_filter.go | 75 + .../tailsamplingprocessor/sampling/policy.go | 69 + .../sampling/rate_limiting.go | 66 + .../sampling/string_tag_filter.go | 92 + vendor/modules.txt | 11 + 49 files changed, 8661 insertions(+), 10 deletions(-) create mode 100644 example/k3d/lib/collector/collector-config.libsonnet create mode 100644 example/k3d/lib/collector/main.libsonnet create mode 100644 example/k3d/lib/load-generator/load-generator-config.json create mode 100644 example/k3d/lib/load-generator/main.libsonnet create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/LICENSE create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/Makefile create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/README.md create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/config.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/consistent_hashing.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/exporter.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/factory.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.mod create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.sum create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/metrics.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_dns.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_static.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/LICENSE create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/Makefile create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/batchpertrace.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.mod create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.sum create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/LICENSE create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/Makefile create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/README.md create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/config.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/factory.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.mod create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.sum create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/idbatcher/id_batcher.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/metrics.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/processor.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/always_sample.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/doc.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/numeric_tag_filter.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/policy.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/rate_limiting.go create mode 100644 vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/string_tag_filter.go diff --git a/CHANGELOG.md b/CHANGELOG.md index d4392d12b308..c50a1684c28f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,6 +15,8 @@ cross-compilation issue, but will return in v0.13.0. - [BUGFIX] Validate that incoming scraped metrics do not have an empty label set or a label set with duplicate labels, mirroring the behavior of Prometheus. (@rfratto) + +- [FEATURE] Tail-based sampling for tracing pipelines (@mapno) # v0.13.1 (2021-04-09) diff --git a/docs/configuration-reference.md b/docs/configuration-reference.md index 91f6663aee59..228c7cdfda2c 100644 --- a/docs/configuration-reference.md +++ b/docs/configuration-reference.md @@ -2078,6 +2078,59 @@ spanmetrics: # They can be further namespaced, i.e. `{namespace}_tempo_spanmetrics` [ namespace: ] [ send_timestamps: ] + +# tail_sampling supports tail-based sampling of traces in the agent. +# Policies can be defined that determine what traces are sampled and sent to the backends and what traces are dropped. +# In order to make a correct sampling decision it's important that the agent has a complete trace. +# This is achieved by waiting a given time for all the spans before evaluating the trace. +# Tail sampling also supports multiple agent deployments, allowing to group all spans of a trace +# in the same agent by load balancing the spans by trace ID between the instances. +tail_sampling: + # policies define the rules by which traces will be sampled. Multiple policies can be added to the same pipeline + # They are the same as the policies in Open-Telemetry's tailsamplingprocessor. + # https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/main/processor/tailsamplingprocessor + policies: + - [] + # decision_wait is the time that will be waited before making a decision for a trace. + # Longer times reduce the probability of sampling an incomplete trace at the cost of higher memory usage. + decision_wait: [ | default="5s" ] + # load_balancing configures load balancing of spans across multiple agents. + # It ensures that all spans of a trace are sampled in the same instance. + # It's not necessary when only one agent is receiving traces (e.g. single instance deployments). + load_balancing: + # resolver configures the resolution strategy for the involved backends + # It can be static, with a fixed list of hostnames, or DNS, with a hostname (and port) that will resolve to all IP addresses. + # It's the same as the config in loadbalancingexporter. + # https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/main/exporter/loadbalancingexporter + resolver: + static: + hostnames: + [ - ... ] + dns: + hostname: + [ port: ] + + # Load balancing is done via an otlp exporter. + # The remaining configuration is common with the remote_write block. + exporter: + # Controls whether compression is enabled. + [ compression: | default = "gzip" | supported = "none", "gzip"] + + # Controls whether or not TLS is required. See https://godoc.org/google.golang.org/grpc#WithInsecure + [ insecure: | default = false ] + + # Disable validation of the server certificate. Only used when insecure is set + # to false. + [ insecure_skip_verify: | default = false ] + + # Sets the `Authorization` header on every trace push with the + # configured username and password. + # password and password_file are mutually exclusive. + basic_auth: + [ username: ] + [ password: ] + [ password_file: ] + ``` ### integrations_config diff --git a/example/docker-compose/agent/config/agent-scraping-service.yaml b/example/docker-compose/agent/config/agent-scraping-service.yaml index 38077aa04155..a4c0d1fd3aeb 100644 --- a/example/docker-compose/agent/config/agent-scraping-service.yaml +++ b/example/docker-compose/agent/config/agent-scraping-service.yaml @@ -21,3 +21,45 @@ prometheus: endpoints: - etcd:2379 +tempo: + configs: + - name: default + receivers: + jaeger: + protocols: + thrift_http: + attributes: + actions: + - action: upsert + key: env + value: prod + remote_write: + - endpoint: otel-collector:55680 + insecure: true + batch: + timeout: 5s + send_batch_size: 100 + tail_sampling: + policies: + - always_sample: +# Enter more policies to sample traces (ref: https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/main/processor/tailsamplingprocessor) +# Example of rate limiting policy. Uncomment to start rate limiting! +# - name: policy-2 +# type: rate_limiting +# rate_limiting: +# - spans_per_second: 35 + load_balancing: + exporter: + insecure: true + resolver: + static: + hostnames: + - agent-1:4318 + - agent-2:4318 + - agent-3:4318 + spanmetrics: + dimensions: + - name: http.url + metrics_exporter: + endpoint: 0.0.0.0:8889 + diff --git a/example/docker-compose/docker-compose.scraping-service.yaml b/example/docker-compose/docker-compose.scraping-service.yaml index 43471211380d..ae248ab57cfb 100644 --- a/example/docker-compose/docker-compose.scraping-service.yaml +++ b/example/docker-compose/docker-compose.scraping-service.yaml @@ -80,3 +80,22 @@ services: image: quay.io/freshtracks.io/avalanche:latest avalanche-5: image: quay.io/freshtracks.io/avalanche:latest + + # tracing load generator + synthetic-load-generator: + image: omnition/synthetic-load-generator:1.0.25 + volumes: + - ./load-generator:/etc/load-generator + environment: + - TOPOLOGY_FILE=/etc/load-generator/load-generator.json + - JAEGER_COLLECTOR_URL=http://agent-1:14268 + depends_on: + - agent-1 + + # tracing backend + otel-collector: + image: otel/opentelemetry-collector:0.9.0 + volumes: + - ./otel-collector:/etc/otel-collector + command: + - --config=/etc/otel-collector/config.yaml diff --git a/example/k3d/environment/main.jsonnet b/example/k3d/environment/main.jsonnet index 569ac9aeee6d..e27a6b2cf139 100644 --- a/example/k3d/environment/main.jsonnet +++ b/example/k3d/environment/main.jsonnet @@ -1,11 +1,14 @@ +local collector = import 'collector/main.libsonnet'; local default = import 'default/main.libsonnet'; local etcd = import 'etcd/main.libsonnet'; local agent_cluster = import 'grafana-agent/scraping-svc/main.libsonnet'; local k = import 'ksonnet-util/kausal.libsonnet'; +local load_generator = import 'load-generator/main.libsonnet'; local loki_config = import 'default/loki_config.libsonnet'; local grafana_agent = import 'grafana-agent/v1/main.libsonnet'; +local containerPort = k.core.v1.containerPort; local ingress = k.networking.v1beta1.ingress; local path = k.networking.v1beta1.httpIngressPath; local rule = k.networking.v1beta1.ingressRule; @@ -65,11 +68,54 @@ local images = { scheme: 'http', hostname: 'loki.default.svc.cluster.local', external_labels: { cluster: cluster_label }, - })), + })) + + grafana_agent.withTempoConfig({ + receivers: { + jaeger: { + protocols: { + thrift_http: null, + }, + }, + }, + batch: { + timeout: '5s', + send_batch_size: 1000, + }, + }) + + grafana_agent.withPortsMixin([ + containerPort.new('thrift-http', 14268) + containerPort.withProtocol('TCP'), + containerPort.new('otlp-lb', 4318) + containerPort.withProtocol('TCP'), + ]) + + grafana_agent.withTempoRemoteWrite([ + { + endpoint: 'collector.default.svc.cluster.local:55680', + insecure: true, + }, + ]) + + grafana_agent.withTempoTailSamplingConfig({ + policies: [{ + always_sample: null, + }], + load_balancing: { + exporter: { + insecure: true, + }, + resolver: { + dns: { + hostname: 'grafana-agent.default.svc.cluster.local', + port: 4318, + }, + }, + }, + }), // Need to run ETCD for agent_cluster etcd: etcd.new('default'), + collector: collector.new('default'), + + load_generator: load_generator.new('default'), + agent_cluster: agent_cluster.new('default', 'kube-system') + agent_cluster.withImagesMixin(images) + diff --git a/example/k3d/lib/collector/collector-config.libsonnet b/example/k3d/lib/collector/collector-config.libsonnet new file mode 100644 index 000000000000..3d560f99a015 --- /dev/null +++ b/example/k3d/lib/collector/collector-config.libsonnet @@ -0,0 +1,28 @@ +{ + receivers: { + otlp: { + protocols: { + grpc: null, + }, + }, + }, + + exporters: { + logging: { + loglevel: "info", + }, + }, + + service: { + pipelines: { + traces: { + receivers: [ + "otlp", + ], + exporters: [ + "logging", + ], + }, + }, + }, +} diff --git a/example/k3d/lib/collector/main.libsonnet b/example/k3d/lib/collector/main.libsonnet new file mode 100644 index 000000000000..b57925f3ee62 --- /dev/null +++ b/example/k3d/lib/collector/main.libsonnet @@ -0,0 +1,47 @@ +local k = import 'ksonnet-util/kausal.libsonnet'; + +local configMap = k.core.v1.configMap; +local container = k.core.v1.container; +local containerPort = k.core.v1.containerPort; +local deployment = k.apps.v1.deployment; +local pvc = k.core.v1.persistentVolumeClaim; +local service = k.core.v1.service; +local volumeMount = k.core.v1.volumeMount; +local volume = k.core.v1.volume; + +{ + new(namespace=''):: { + local this = self, + + _images:: { + collector: 'otel/opentelemetry-collector:0.9.0', + }, + _config:: (import './collector-config.libsonnet'), + + configMap: + configMap.new('collector') + + configMap.mixin.metadata.withNamespace(namespace) + + configMap.withData({ + 'config.yaml': k.util.manifestYaml(this._config), + }), + + container:: + container.new('collector', this._images.collector) + + container.withPorts([ + containerPort.newNamed(name='grpc', containerPort=55680), + ]) + + container.withArgsMixin( + '--config=/etc/collector/config.yaml', + ), + + deployment: + deployment.new('collector', 1, [self.container]) + + deployment.mixin.metadata.withNamespace(namespace) + + k.util.configMapVolumeMount(this.configMap, '/etc/collector'), + + + service: + k.util.serviceFor(self.deployment) + + service.mixin.metadata.withNamespace(namespace), + }, +} diff --git a/example/k3d/lib/load-generator/load-generator-config.json b/example/k3d/lib/load-generator/load-generator-config.json new file mode 100644 index 000000000000..8c87e16c9350 --- /dev/null +++ b/example/k3d/lib/load-generator/load-generator-config.json @@ -0,0 +1,630 @@ +{ + "topology": { + "services": [ + { + "serviceName": "frontend", + "tagSets": [ + { + "weight": 1, + "tags": { + "version": "v127", + "region": "us-east-1" + }, + "tagGenerators": [], + "inherit": [], + "maxLatency": 100 + }, + { + "weight": 1, + 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}, + { + "serviceName": "paymentservice", + "tagSets": [ + { + "tags": { + "version": "v177", + "region": "us-east-1" + }, + "tagGenerators": [], + "inherit": [] + } + ], + "routes": [ + { + "route": "/ChargeRequest", + "downstreamCalls": { + "paymentservice": "/CreditCardInfo" + }, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 700 + } + ] + }, + { + "route": "/CreditCardInfo", + "downstreamCalls": {}, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 50 + } + ] + } + ], + "instances": [ + "paymentservice-6b654dbf57-zq8dt", + "paymentservice-d847fdcf5-j6s2f" + ], + "mergedTagSets": {}, + "random": { + "seed": 174850031049111, + "nextNextGaussian": 0, + "haveNextNextGaussian": false + } + }, + { + "serviceName": "shippingservice", + "tagSets": [ + { + "tags": { + "version": "v127", + "region": "us-east-1" + }, + "tagGenerators": [], + "inherit": [] + } + ], + "routes": [ + { + "route": "/GetQuote", + "downstreamCalls": { + "shippingservice": "/Address" + }, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 250 + } + ] + }, + { + "route": "/ShipOrder", + "downstreamCalls": { + "shippingservice": "/Address" + }, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 500 + } + ] + }, + { + "route": "/Address", + "downstreamCalls": {}, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 100 + } + ] + } + ], + "instances": [ + "shippingservice-6b654dbf57-zq8dt", + "shippingservice-d847fdcf5-j6s2f" + ], + "mergedTagSets": {}, + "random": { + "seed": 107892261530518, + "nextNextGaussian": 0, + "haveNextNextGaussian": false + } + }, + { + "serviceName": "emailservice", + "tagSets": [ + { + "tags": { + "version": "v27", + "region": "us-east-1" + }, + "tagGenerators": [], + "inherit": [], + "maxLatency": 500 + } + ], + "routes": [ + { + "route": "/SendOrderConfirmation", + "downstreamCalls": { + "emailservice": "/OrderResult" + }, + "tagSets": [ + { + "weight": 15, + "tags": { + "error": true, + "http.status_code": 503 + }, + "tagGenerators": [], + "inherit": [] + }, + { + "weight": 85, + "tags": {}, + "tagGenerators": [], + "inherit": [] + } + ] + }, + { + "route": "/OrderResult", + "downstreamCalls": {}, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 100 + } + ] + } + ], + "instances": [ + "emailservice-6b654dbf57-zq8dt", + "emailservice-d847fdcf5-j6s2f" + ], + "mergedTagSets": {}, + "random": { + "seed": 61175057559946, + "nextNextGaussian": 0, + "haveNextNextGaussian": false + } + }, + { + "serviceName": "currencyservice", + "tagSets": [ + { + "tags": { + "version": "v27", + "region": "us-east-1" + }, + "tagGenerators": [], + "inherit": [] + } + ], + "routes": [ + { + "route": "/GetConversion", + "downstreamCalls": { + "currencyservice": "/Money" + }, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 100 + } + ] + }, + { + "route": "/Money", + "downstreamCalls": {}, + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 100 + } + ] + } + ], + "instances": [ + "currencyservice-6b654dbf57-zq8dt", + "currencyservice-d847fdcf5-j6s2f" + ], + "mergedTagSets": {}, + "random": { + "seed": 66219471499700, + "nextNextGaussian": 0, + "haveNextNextGaussian": false + } + }, + { + "serviceName": "adservice", + "tagSets": [ + { + "tags": {}, + "tagGenerators": [], + "inherit": [], + "maxLatency": 500 + } + ], + "routes": [ + { + "route": "/AdRequest", + "downstreamCalls": {}, + "tagSets": [] + }, + { + "route": "/Ad", + "downstreamCalls": {}, + "tagSets": [] + } + ], + "instances": [ + "adservice-6b654dbf57-zq8dt", + "adservice-d847fdcf5-j6s2f" + ], + "mergedTagSets": {}, + "random": { + "seed": 22694143111805, + "nextNextGaussian": 0, + "haveNextNextGaussian": false + } + } + ] + }, + "rootRoutes": [ + { + "service": "frontend", + "route": "/product", + "tracesPerHour": 288 + }, + { + "service": "frontend", + "route": "/cart", + "tracesPerHour": 1440 + }, + { + "service": "frontend", + "route": "/shipping", + "tracesPerHour": 48 + }, + { + "service": "frontend", + "route": "/currency", + "tracesPerHour": 20 + }, + { + "service": "frontend", + "route": "/checkout", + "tracesPerHour": 48 + } + ] +} \ No newline at end of file diff --git a/example/k3d/lib/load-generator/main.libsonnet b/example/k3d/lib/load-generator/main.libsonnet new file mode 100644 index 000000000000..5b0d15a7ad14 --- /dev/null +++ b/example/k3d/lib/load-generator/main.libsonnet @@ -0,0 +1,54 @@ +local k = import 'ksonnet-util/kausal.libsonnet'; + +local configMap = k.core.v1.configMap; +local container = k.core.v1.container; +local containerPort = k.core.v1.containerPort; +local deployment = k.apps.v1.deployment; +local pvc = k.core.v1.persistentVolumeClaim; +local service = k.core.v1.service; +local volumeMount = k.core.v1.volumeMount; +local volume = k.core.v1.volume; + +{ + new(namespace=''):: { + local this = self, + + _images:: { + load_generator: 'omnition/synthetic-load-generator:1.0.25', + }, + _config:: (import './load-generator-config.json'), + + configMap: + configMap.new('load-generator') + + configMap.mixin.metadata.withNamespace(namespace) + + configMap.withData({ + 'config.json': std.toString(this._config), + }), + + container:: + container.new('load-generator', this._images.load_generator) + + container.withPorts([ + containerPort.newNamed(name='grpc', containerPort=55680), + ]) + + container.withEnvMixin([ + { + name: 'TOPOLOGY_FILE', + value: '/etc/load-generator/config.json', + }, + { + name: 'JAEGER_COLLECTOR_URL', + value: 'http://grafana-agent.default.svc.cluster.local:14268', + }, + ]), + + deployment: + deployment.new('load-generator', 1, [self.container]) + + deployment.mixin.metadata.withNamespace(namespace) + + k.util.configMapVolumeMount(this.configMap, '/etc/load-generator'), + + + service: + k.util.serviceFor(self.deployment) + + service.mixin.metadata.withNamespace(namespace), + }, +} diff --git a/go.mod b/go.mod index cc46cf3e33a3..19e2d1d3a1bb 100644 --- a/go.mod +++ b/go.mod @@ -21,7 +21,9 @@ require ( github.com/oklog/run v1.1.0 github.com/olekukonko/tablewriter v0.0.2 github.com/oliver006/redis_exporter v1.15.0 + github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter v0.21.0 github.com/open-telemetry/opentelemetry-collector-contrib/processor/spanmetricsprocessor v0.21.0 + github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor v0.21.0 github.com/opentracing-contrib/go-grpc v0.0.0-20191001143057-db30781987df github.com/opentracing/opentracing-go v1.2.0 github.com/pkg/errors v0.9.1 @@ -97,3 +99,6 @@ exclude google.golang.org/grpc/examples v0.0.0-20200728065043-dfc0c05b2da9 // Used for /-/reload replace github.com/weaveworks/common => github.com/rfratto/weaveworks-common v0.0.0-20210326192855-c95210d58ba7 + +// loadbalancingexporter uses non-fixed version of batchpertrace which fetches latest and causes problems +replace github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace => github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace v0.21.0 diff --git a/go.sum b/go.sum index 7dd0f12ab703..89f780be00ce 100644 --- a/go.sum +++ b/go.sum @@ -1252,8 +1252,14 @@ github.com/onsi/gomega v1.10.1/go.mod h1:iN09h71vgCQne3DLsj+A5owkum+a2tYe+TOCB1y github.com/onsi/gomega v1.10.2 h1:aY/nuoWlKJud2J6U0E3NWsjlg+0GtwXxgEqthRdzlcs= github.com/onsi/gomega v1.10.2/go.mod h1:iN09h71vgCQne3DLsj+A5owkum+a2tYe+TOCB1ybHNo= github.com/op/go-logging v0.0.0-20160315200505-970db520ece7/go.mod h1:HzydrMdWErDVzsI23lYNej1Htcns9BCg93Dk0bBINWk= +github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter v0.21.0 h1:vY2diW6f7DnOwqFKpM9J+qBYrEFgyBSqs70oTIp9d2Q= +github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter v0.21.0/go.mod h1:y8dVZRC770Le6MBu+cjaO1Eqtq2L4oT7GdXGCOHqOBI= +github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace v0.21.0 h1:XfFWsoW2+8kVwrC3U3TrURwGFNdotZw4XXa3yUFWfUs= +github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace v0.21.0/go.mod h1:o65XbaFQ5iHwIdvyvzOQC4t/86BJ3sdtMpBbzqcSAVM= github.com/open-telemetry/opentelemetry-collector-contrib/processor/spanmetricsprocessor v0.21.0 h1:+YV+XHv9eqZMyj4GQQSxJrEVaPw1d1K8X0VIP+jkCpc= github.com/open-telemetry/opentelemetry-collector-contrib/processor/spanmetricsprocessor v0.21.0/go.mod h1:99PK6CL3GGGUTK5ZVdYxFEBiynb1ekFSakWUJShCL54= +github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor v0.21.0 h1:eVFMa++o+poDJU7PxtlPne+6l2WdASn++SQaWqn3SHk= +github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor v0.21.0/go.mod h1:eh85BMTH8N/sfQSsNP1ibKUeqxdyKvEbcE3DJtX6x5M= github.com/openconfig/gnmi v0.0.0-20180912164834-33a1865c3029/go.mod h1:t+O9It+LKzfOAhKTT5O0ehDix+MTqbtT0T9t+7zzOvc= github.com/opencontainers/go-digest v1.0.0-rc1/go.mod h1:cMLVZDEM3+U2I4VmLI6N8jQYUd2OVphdqWwCJHrFt2s= github.com/opencontainers/go-digest v1.0.0 h1:apOUWs51W5PlhuyGyz9FCeeBIOUDA/6nW8Oi/yOhh5U= diff --git a/pkg/tempo/config.go b/pkg/tempo/config.go index 58f879618e06..6ee8d39440d8 100644 --- a/pkg/tempo/config.go +++ b/pkg/tempo/config.go @@ -5,11 +5,14 @@ import ( "errors" "fmt" "io/ioutil" + "net" "time" "github.com/grafana/agent/pkg/tempo/noopreceiver" "github.com/grafana/agent/pkg/tempo/promsdprocessor" + "github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter" "github.com/open-telemetry/opentelemetry-collector-contrib/processor/spanmetricsprocessor" + "github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor" prom_config "github.com/prometheus/common/config" "github.com/spf13/viper" "go.opentelemetry.io/collector/component" @@ -29,6 +32,21 @@ import ( const ( spanMetricsPipelineName = "metrics/spanmetrics" defaultSpanMetricsExporter = "prometheus" + + // defaultDecisionWait is the default time to wait for a trace before making a sampling decision + defaultDecisionWait = time.Second * 5 + + // defaultLoadBalancingPort is the default port the agent uses for internal load balancing + defaultLoadBalancingPort = "4318" + // agent's load balancing options + dnsTagName = "dns" + staticTagName = "static" + + // sampling policies + alwaysSamplePolicy = "always_sample" + stringAttributePolicy = "string_attribute" + numericAttributePolicy = "numeric_attribute" + rateLimitingPolicy = "rate_limiting" ) // Config controls the configuration of Tempo trace pipelines. @@ -85,6 +103,9 @@ type InstanceConfig struct { // SpanMetricsProcessor: https://github.com/open-telemetry/opentelemetry-collector-contrib/blob/main/processor/spanmetricsprocessor/README.md SpanMetrics *SpanMetricsConfig `yaml:"spanmetrics,omitempty"` + + // TailSampling defines a sampling strategy for the pipeline + TailSampling *tailSamplingConfig `yaml:"tail_sampling"` } const ( @@ -177,6 +198,34 @@ type metricsExporterConfig struct { SendTimestamps bool `yaml:"send_timestamps"` } +// tailSamplingConfig is the configuration for tail-based sampling +type tailSamplingConfig struct { + // Policies are the strategies used for sampling. Multiple policies can be used in the same pipeline. + // For more information, refer to https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/main/processor/tailsamplingprocessor + Policies []map[string]interface{} `yaml:"policies"` + // DecisionWait defines the time to wait for a complete trace before making a decision + DecisionWait time.Duration `yaml:"decision_wait,omitempty"` + // Port is the port the instance will use to receive load balanced traces + Port string `yaml:"port"` + // LoadBalancing is used to distribute spans of the same trace to the same agent instance + LoadBalancing *loadBalancingConfig `yaml:"load_balancing"` +} + +// loadBalancingConfig defines the configuration for load balancing spans between agent instances +// loadBalancingConfig is an OTel exporter's config with extra resolver config +type loadBalancingConfig struct { + Exporter exporterConfig `yaml:"exporter"` + Resolver map[string]interface{} `yaml:"resolver"` +} + +// exporterConfig defined the config for a otlp exporter for load balancing +type exporterConfig struct { + Compression string `yaml:"compression,omitempty"` + Insecure bool `yaml:"insecure,omitempty"` + InsecureSkipVerify bool `yaml:"insecure_skip_verify,omitempty"` + BasicAuth *prom_config.BasicAuth `yaml:"basic_auth,omitempty"` +} + // exporter builds an OTel exporter from RemoteWriteConfig func exporter(remoteWriteConfig RemoteWriteConfig) (map[string]interface{}, error) { if len(remoteWriteConfig.Endpoint) == 0 { @@ -263,6 +312,75 @@ func (c *InstanceConfig) exporters() (map[string]interface{}, error) { return exporters, nil } +func resolver(config map[string]interface{}) (map[string]interface{}, error) { + if len(config) == 0 { + return nil, fmt.Errorf("must configure one resolver (dns or static)") + } + resolverCfg := make(map[string]interface{}) + for typ, cfg := range config { + switch typ { + case dnsTagName, staticTagName: + resolverCfg[typ] = cfg + default: + return nil, fmt.Errorf("unsupported resolver config type: %s", typ) + } + } + return resolverCfg, nil +} + +func (c *InstanceConfig) loadBalancingExporter() (map[string]interface{}, error) { + exporter, err := exporter(RemoteWriteConfig{ + // Endpoint is omitted in OTel load balancing exporter + Endpoint: "noop", + Compression: c.TailSampling.LoadBalancing.Exporter.Compression, + Insecure: c.TailSampling.LoadBalancing.Exporter.Insecure, + InsecureSkipVerify: c.TailSampling.LoadBalancing.Exporter.InsecureSkipVerify, + BasicAuth: c.TailSampling.LoadBalancing.Exporter.BasicAuth, + }) + if err != nil { + return nil, err + } + resolverCfg, err := resolver(c.TailSampling.LoadBalancing.Resolver) + if err != nil { + return nil, err + } + return map[string]interface{}{ + "protocol": map[string]interface{}{ + "otlp": exporter, + }, + "resolver": resolverCfg, + }, nil +} + +// formatPolicies creates sampling policies (i.e. rules) compatible with OTel's tail sampling processor +// https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/v0.21.0/processor/tailsamplingprocessor +func formatPolicies(cfg []map[string]interface{}) ([]map[string]interface{}, error) { + policies := make([]map[string]interface{}, 0, len(cfg)) + for i, policy := range cfg { + if len(policy) != 1 { + return nil, errors.New("malformed sampling policy") + } + for typ, rules := range policy { + switch typ { + case alwaysSamplePolicy: + policies = append(policies, map[string]interface{}{ + "name": fmt.Sprintf("%s/%d", typ, i), + "type": typ, + }) + case stringAttributePolicy, rateLimitingPolicy, numericAttributePolicy: + policies = append(policies, map[string]interface{}{ + "name": fmt.Sprintf("%s/%d", typ, i), + "type": typ, + typ: rules, + }) + default: + return nil, fmt.Errorf("unsupported policy type %s", typ) + } + } + } + return policies, nil +} + func (c *InstanceConfig) otelConfig() (*configmodels.Config, error) { otelMapStructure := map[string]interface{}{} @@ -338,12 +456,65 @@ func (c *InstanceConfig) otelConfig() (*configmodels.Config, error) { receiverNames = append(receiverNames, name) } - pipelines := map[string]interface{}{ - "traces": map[string]interface{}{ + if c.TailSampling != nil { + wait := defaultDecisionWait + if c.TailSampling.DecisionWait != 0 { + wait = c.TailSampling.DecisionWait + } + + policies, err := formatPolicies(c.TailSampling.Policies) + if err != nil { + return nil, err + } + + // tail_sampling should be executed before the batch processor + // TODO(mario.rodriguez): put attributes processor before tail_sampling. Maybe we want to sample on mutated spans + processorNames = append([]string{"tail_sampling"}, processorNames...) + processors["tail_sampling"] = map[string]interface{}{ + "policies": policies, + "decision_wait": wait, + } + + if c.TailSampling.LoadBalancing != nil { + internalExporter, err := c.loadBalancingExporter() + if err != nil { + return nil, err + } + exporters["loadbalancing"] = internalExporter + + receiverPort := defaultLoadBalancingPort + if c.TailSampling.Port != "" { + receiverPort = c.TailSampling.Port + } + c.Receivers["otlp/lb"] = map[string]interface{}{ + "protocols": map[string]interface{}{ + "grpc": map[string]interface{}{ + "endpoint": net.JoinHostPort("0.0.0.0", receiverPort), + }, + }, + } + } + } + + pipelines := make(map[string]interface{}) + if c.TailSampling != nil && c.TailSampling.LoadBalancing != nil { + // load balancing pipeline + pipelines["traces/0"] = map[string]interface{}{ + "receivers": receiverNames, + "exporters": []string{"loadbalancing"}, + } + // processing pipeline + pipelines["traces/1"] = map[string]interface{}{ + "exporters": exportersNames, + "processors": processorNames, + "receivers": []string{"otlp/lb"}, + } + } else { + pipelines["traces"] = map[string]interface{}{ "exporters": exportersNames, "processors": processorNames, "receivers": receiverNames, - }, + } } if c.SpanMetrics != nil { @@ -409,6 +580,7 @@ func tracingFactories() (component.Factories, error) { exporters, err := component.MakeExporterFactoryMap( otlpexporter.NewFactory(), prometheusexporter.NewFactory(), + loadbalancingexporter.NewFactory(), ) if err != nil { return component.Factories{}, err @@ -419,6 +591,7 @@ func tracingFactories() (component.Factories, error) { attributesprocessor.NewFactory(), promsdprocessor.NewFactory(), spanmetricsprocessor.NewFactory(), + tailsamplingprocessor.NewFactory(), ) if err != nil { return component.Factories{}, err diff --git a/pkg/tempo/config_test.go b/pkg/tempo/config_test.go index c2eaffebb968..1b882ecf031a 100644 --- a/pkg/tempo/config_test.go +++ b/pkg/tempo/config_test.go @@ -483,6 +483,131 @@ service: metrics/spanmetrics: exporters: ["prometheus"] receivers: ["noop"] +`, + }, + { + name: "tail sampling config", + cfg: ` +receivers: + jaeger: + protocols: + grpc: +remote_write: + - endpoint: example.com:12345 +tail_sampling: + policies: + - always_sample: + - string_attribute: + key: key + values: + - value1 + - value2 +`, + expectedConfig: ` +receivers: + jaeger: + protocols: + grpc: +exporters: + otlp/0: + endpoint: example.com:12345 + compression: gzip + retry_on_failure: + max_elapsed_time: 60s +processors: + tail_sampling: + decision_wait: 5s + policies: + - name: always_sample/0 + type: always_sample + - name: string_attribute/1 + type: string_attribute + string_attribute: + key: key + values: + - value1 + - value2 +service: + pipelines: + traces: + exporters: ["otlp/0"] + processors: ["tail_sampling"] + receivers: ["jaeger"] +`, + }, + { + name: "tail sampling config with load balancing", + cfg: ` +receivers: + jaeger: + protocols: + grpc: +remote_write: + - endpoint: example.com:12345 +tail_sampling: + policies: + - always_sample: + - string_attribute: + key: key + values: + - value1 + - value2 + load_balancing: + exporter: + insecure: true + resolver: + dns: + hostname: agent + port: 4318 +`, + expectedConfig: ` +receivers: + jaeger: + protocols: + grpc: + otlp/lb: + protocols: + grpc: + endpoint: "0.0.0.0:4318" +exporters: + otlp/0: + endpoint: example.com:12345 + compression: gzip + retry_on_failure: + max_elapsed_time: 60s + loadbalancing: + protocol: + otlp: + insecure: true + endpoint: noop + retry_on_failure: + max_elapsed_time: 60s + resolver: + dns: + hostname: agent + port: 4318 +processors: + tail_sampling: + decision_wait: 5s + policies: + - name: always_sample/0 + type: always_sample + - name: string_attribute/1 + type: string_attribute + string_attribute: + key: key + values: + - value1 + - value2 +service: + pipelines: + traces/0: + exporters: ["loadbalancing"] + receivers: ["jaeger"] + traces/1: + exporters: ["otlp/0"] + processors: ["tail_sampling"] + receivers: ["otlp/lb"] `, }, } @@ -516,18 +641,20 @@ service: expectedConfig, err := config.Load(v, factories) require.NoError(t, err) - // Exporters in the config's pipelines need to be in the same order for them to be asserted as equal - sortPipelinesExporters(actualConfig) - sortPipelinesExporters(expectedConfig) + // Exporters and receivers in the config's pipelines need to be in the same order for them to be asserted as equal + sortPipelines(actualConfig) + sortPipelines(expectedConfig) assert.Equal(t, expectedConfig, actualConfig) }) } } -// sortPipelinesExporters is a helper function to lexicographically sort a pipeline's exporters -func sortPipelinesExporters(cfg *configmodels.Config) { +// sortPipelines is a helper function to lexicographically sort a pipeline's exporters +func sortPipelines(cfg *configmodels.Config) { for _, p := range cfg.Pipelines { sort.Strings(p.Exporters) + sort.Strings(p.Receivers) + sort.Strings(p.Processors) } } diff --git a/production/tanka/grafana-agent/v1/lib/tempo.libsonnet b/production/tanka/grafana-agent/v1/lib/tempo.libsonnet index e9cd6be5a8a8..89ffc54a03c4 100644 --- a/production/tanka/grafana-agent/v1/lib/tempo.libsonnet +++ b/production/tanka/grafana-agent/v1/lib/tempo.libsonnet @@ -5,7 +5,7 @@ // withTempoConfig(config):: { assert std.objectHasAll(self, '_mode') : ||| - withLokiConfig must be merged with the result of calling new. + withTempoConfig must be merged with the result of calling new. |||, _tempo_config:: config, }, @@ -111,4 +111,16 @@ }, }, ], + + // withTempoTailSamplingConfig tail-based sampling for traces. + // + // Availabile options can be found in the configuration reference: + // https://github.com/grafana/agent/blob/main/docs/configuration-reference.md#tempo_config + withTempoTailSamplingConfig(tail_sampling):: { + assert std.objectHasAll(self, '_tempo_config') : ||| + withTempoTailSamplingConfig must be merged with the result of calling + withTempoConfig. + |||, + _tempo_config+:: { tail_sampling: tail_sampling }, + } } diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/LICENSE b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/LICENSE new file mode 100644 index 000000000000..261eeb9e9f8b --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. 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For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + 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. diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/Makefile b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/Makefile new file mode 100644 index 000000000000..c1496226e590 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/Makefile @@ -0,0 +1 @@ +include ../../Makefile.Common \ No newline at end of file diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/README.md b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/README.md new file mode 100644 index 000000000000..37ef6b34eb2c --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/README.md @@ -0,0 +1,146 @@ +# Trace ID aware load-balancing exporter + +This is an exporter that will consistently export spans belonging to the same trace to the same backend. + +It requires a source of backend information to be provided: static, with a fixed list of backends, or DNS, with a hostname that will resolve to all IP addresses to use. The DNS resolver will periodically check for updates. + +Note that only the Trace ID is used for the decision on which backend to use: the actual backend load isn't taken into consideration. Even though this load-balancer won't do round-robin balancing of the batches, the load distribution should be very similar among backends with a standard deviation under 5% at the current configuration. + +This load balancer is especially useful for backends configured with tail-based samplers, which make a decision based on the view of the full trace. + +When a list of backends is updated, around 1/n of the space will be changed, so that the same trace ID might be directed to a different backend, where n is the number of backends. This should be stable enough for most cases, and the higher the number of backends, the less disruption it should cause. Still, if routing stability is important for your use case and your list of backends are constantly changing, consider using the `groupbytrace` processor. This way, traces are dispatched atomically to this exporter, and the same decision about the backend is made for the trace as a whole. + +## Configuration + +Refer to [config.yaml](./testdata/config.yaml) for detailed examples on using the processor. + +* The `otlp` property configures the template used for building the OTLP exporter. Refer to the OTLP Exporter documentation for information on which options are available. Note that the `endpoint` property should not be set and will be overridden by this exporter with the backend endpoint. +* The `resolver` accepts either a `static` node, or a `dns`. If both are specified, `dns` takes precedence. +* The `hostname` property inside a `dns` node specifies the hostname to query in order to obtain the list of IP addresses. +* The `dns` node also accepts an optional property `port` to specify the port to be used for exporting the traces to the IP addresses resolved from `hostname`. If `port` is not specified, the default port 55680 is used. + + +Simple example +```yaml +receivers: + otlp: + protocols: + grpc: + endpoint: localhost:55680 + +processors: + +exporters: + logging: + loadbalancing: + protocol: + otlp: + # all options from the OTLP exporter are supported + # except the endpoint + timeout: 1s + resolver: + static: + hostnames: + - backend-1:55680 + - backend-2:55680 + - backend-3:55680 + - backend-4:55680 + +service: + pipelines: + traces: + receivers: + - otlp + processors: [] + exporters: + - loadbalancing +``` + +For testing purposes, the following configuration can be used, where both the load balancer and all backends are running locally: +```yaml +receivers: + otlp/loadbalancer: + protocols: + grpc: + endpoint: localhost:55680 + otlp/backend-1: + protocols: + grpc: + endpoint: localhost:55690 + otlp/backend-2: + protocols: + grpc: + endpoint: localhost:55700 + otlp/backend-3: + protocols: + grpc: + endpoint: localhost:55710 + otlp/backend-4: + protocols: + grpc: + endpoint: localhost:55720 + +processors: + +exporters: + logging: + loadbalancing: + protocol: + otlp: + timeout: 1s + insecure: true + resolver: + static: + hostnames: + - localhost:55690 + - localhost:55700 + - localhost:55710 + - localhost:55720 + +service: + pipelines: + traces/loadbalancer: + receivers: + - otlp/loadbalancer + processors: [] + exporters: + - loadbalancing + + traces/backend-1: + receivers: + - otlp/backend-1 + processors: [] + exporters: + - logging + + traces/backend-2: + receivers: + - otlp/backend-2 + processors: [] + exporters: + - logging + + traces/backend-3: + receivers: + - otlp/backend-3 + processors: [] + exporters: + - logging + + traces/backend-4: + receivers: + - otlp/backend-4 + processors: [] + exporters: + - logging +``` + +## Metrics + +The following metrics are recorded by this processor: + +* `otelcol_loadbalancer_num_resolutions` represents the total number of resolutions performed by the resolver specified in the tag `resolver`, split by their outcome (`success=true|false`). For the static resolver, this should always be `1` with the tag `success=true`. +* `otelcol_loadbalancer_num_backends` informs how many backends are currently in use. It should always match the number of items specified in the configuration file in case the `static` resolver is used, and should eventually (seconds) catch up with the DNS changes. Note that DNS caches that might exist between the load balancer and the record authority will influence how long it takes for the load balancer to see the change. +* `otelcol_loadbalancer_num_backend_updates` records how many of the resolutions resulted in a new list of backends. Use this information to understand how frequent your backend updates are and how often the ring is rebalanced. If the DNS hostname is always returning the same list of IP addresses but this metric keeps increasing, it might indicate a bug in the load balancer. +* `otelcol_loadbalancer_backend_latency` measures the latency for each backend. +* `otelcol_loadbalancer_backend_outcome` counts what the outcomes were for each endpoint, `success=true|false`. diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/config.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/config.go new file mode 100644 index 000000000000..8281d86223b1 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/config.go @@ -0,0 +1,49 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import ( + "go.opentelemetry.io/collector/config/configmodels" + "go.opentelemetry.io/collector/exporter/otlpexporter" +) + +// Config defines configuration for the exporter. +type Config struct { + configmodels.ExporterSettings `mapstructure:",squash"` + Protocol Protocol `mapstructure:"protocol"` + Resolver ResolverSettings `mapstructure:"resolver"` +} + +// Protocol holds the individual protocol-specific settings. Only OTLP is supported at the moment. +type Protocol struct { + OTLP otlpexporter.Config `mapstructure:"otlp"` +} + +// ResolverSettings defines the configurations for the backend resolver +type ResolverSettings struct { + Static *StaticResolver `mapstructure:"static"` + DNS *DNSResolver `mapstructure:"dns"` +} + +// StaticResolver defines the configuration for the resolver providing a fixed list of backends +type StaticResolver struct { + Hostnames []string `mapstructure:"hostnames"` +} + +// DNSResolver defines the configuration for the DNS resolver +type DNSResolver struct { + Hostname string `mapstructure:"hostname"` + Port string `mapstructure:"port"` +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/consistent_hashing.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/consistent_hashing.go new file mode 100644 index 000000000000..db3d377a7604 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/consistent_hashing.go @@ -0,0 +1,168 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import ( + "hash/crc32" + "sort" + + "go.opentelemetry.io/collector/consumer/pdata" +) + +const maxPositions uint32 = 36000 // 360 degrees with two decimal places +const defaultWeight int = 100 // the number of points in the ring for each entry. For better results, it should be higher than 100. + +// position represents a specific angle in the ring. +// Each entry in the ring is positioned at an angle in a hypothetical circle, meaning that it ranges from 0 to 360. +type position uint32 + +// ringItem connects a specific angle in the ring with a specific endpoint. +type ringItem struct { + pos position + endpoint string +} + +// hashRing is a consistent hash ring following Karger et al. +type hashRing struct { + // ringItems holds all the positions, used for the lookup the position for the closest next ring item + items []ringItem +} + +// newHashRing builds a new immutable consistent hash ring based on the given endpoints. +func newHashRing(endpoints []string) *hashRing { + items := positionsForEndpoints(endpoints, defaultWeight) + return &hashRing{ + items: items, + } +} + +// endpointFor calculates which backend is responsible for the given traceID +func (h *hashRing) endpointFor(traceID pdata.TraceID) string { + b := traceID.Bytes() + hasher := crc32.NewIEEE() + hasher.Write(b[:]) + hash := hasher.Sum32() + pos := hash % maxPositions + + return h.findEndpoint(position(pos)) +} + +// findEndpoint returns the "next" endpoint starting from the given position +func (h *hashRing) findEndpoint(pos position) string { + ringSize := len(h.items) + left, right := h.items[:ringSize/2], h.items[ringSize/2:] + found := bsearch(pos, left, right) + return found.endpoint +} + +// bsearch is a binary search-like algorithm, returning the closest "next" item instead of an exact match +func bsearch(pos position, left []ringItem, right []ringItem) ringItem { + // if it's the last item of the left side, return it + if left[len(left)-1].pos == pos { + return left[len(left)-1] + } + + // if it's the first item of the right side, return it + if right[0].pos == pos { + return right[0] + } + + // if we want a higher angle than the highest from the ring, the first angle is the right one + if pos > right[len(right)-1].pos { + return left[0] + } + + // if the requested position is higher than the highest in the left, the item is in the right side + if pos > left[len(left)-1].pos { + size := len(right) + if size == 1 { + return right[0] + } + + l, r := right[:size/2], right[size/2:] + return bsearch(pos, l, r) + } + + // not on the right side, has to be on the left side + size := len(left) + if size == 1 { + return left[0] + } + l, r := left[:size/2], left[size/2:] + return bsearch(pos, l, r) +} + +// positionFor calculates all the positions in the ring based. The numPoints indicates how many positions to calculate. +// The slice length of the result matches the numPoints. +func positionsFor(endpoint string, numPoints int) []position { + res := make([]position, 0, numPoints) + for i := 0; i < numPoints; i++ { + h := crc32.NewIEEE() + h.Write([]byte(endpoint)) + h.Write([]byte{byte(i)}) + hash := h.Sum32() + pos := hash % maxPositions + res = append(res, position(pos)) + } + + return res +} + +// positionsForEndpoints calculates all the positions for all the given endpoints +func positionsForEndpoints(endpoints []string, weight int) []ringItem { + var items []ringItem + positions := map[position]bool{} // tracking the used positions + for _, endpoint := range endpoints { + // for this initial implementation, we don't allow endpoints to have custom weights + for _, pos := range positionsFor(endpoint, weight) { + // if this position is occupied already, skip this item + if _, found := positions[pos]; found { + continue + } + positions[pos] = true + + item := ringItem{ + pos: pos, + endpoint: endpoint, + } + items = append(items, item) + } + } + + sort.Slice(items, func(i, j int) bool { + return items[i].pos < items[j].pos + }) + + return items +} + +func (h *hashRing) equal(candidate *hashRing) bool { + if candidate == nil { + return false + } + + if len(h.items) != len(candidate.items) { + return false + } + for i := range candidate.items { + if h.items[i].endpoint != candidate.items[i].endpoint { + return false + } + if h.items[i].pos != candidate.items[i].pos { + return false + } + } + return true +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/exporter.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/exporter.go new file mode 100644 index 000000000000..e36330987709 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/exporter.go @@ -0,0 +1,266 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import ( + "context" + "errors" + "fmt" + "strings" + "sync" + "time" + + "go.opencensus.io/stats" + "go.opencensus.io/tag" + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/component/componenterror" + "go.opentelemetry.io/collector/config/configmodels" + "go.opentelemetry.io/collector/consumer/pdata" + "go.opentelemetry.io/collector/exporter/otlpexporter" + "go.uber.org/zap" + + "github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace" +) + +var _ component.TracesExporter = (*exporterImp)(nil) + +const ( + defaultPort = "55680" +) + +var ( + errNoResolver = errors.New("no resolvers specified for the exporter") + errMultipleResolversProvided = errors.New("only one resolver should be specified") + errNoTracesInBatch = errors.New("no traces were found in the batch") +) + +type exporterImp struct { + logger *zap.Logger + config Config + host component.Host + + res resolver + ring *hashRing + + exporters map[string]component.TracesExporter + exporterFactory component.ExporterFactory + templateCreateParams component.ExporterCreateParams + + stopped bool + shutdownWg sync.WaitGroup + updateLock sync.RWMutex +} + +// Crete new exporter +func newExporter(params component.ExporterCreateParams, cfg configmodels.Exporter) (*exporterImp, error) { + oCfg := cfg.(*Config) + + tmplParams := component.ExporterCreateParams{ + Logger: params.Logger, + ApplicationStartInfo: params.ApplicationStartInfo, + } + + if oCfg.Resolver.DNS != nil && oCfg.Resolver.Static != nil { + return nil, errMultipleResolversProvided + } + + var res resolver + if oCfg.Resolver.Static != nil { + var err error + res, err = newStaticResolver(oCfg.Resolver.Static.Hostnames) + if err != nil { + return nil, err + } + } + if oCfg.Resolver.DNS != nil { + dnsLogger := params.Logger.With(zap.String("resolver", "dns")) + + var err error + res, err = newDNSResolver(dnsLogger, oCfg.Resolver.DNS.Hostname, oCfg.Resolver.DNS.Port) + if err != nil { + return nil, err + } + } + + if res == nil { + return nil, errNoResolver + } + + return &exporterImp{ + logger: params.Logger, + config: *oCfg, + + res: res, + + exporters: map[string]component.TracesExporter{}, + exporterFactory: otlpexporter.NewFactory(), + templateCreateParams: tmplParams, + }, nil +} + +func (e *exporterImp) Start(ctx context.Context, host component.Host) error { + e.res.onChange(e.onBackendChanges) + e.host = host + if err := e.res.start(ctx); err != nil { + return err + } + + return nil +} + +func (e *exporterImp) onBackendChanges(resolved []string) { + newRing := newHashRing(resolved) + + if !newRing.equal(e.ring) { + e.updateLock.Lock() + defer e.updateLock.Unlock() + + e.ring = newRing + + // TODO: set a timeout? + ctx := context.Background() + + // add the missing exporters first + e.addMissingExporters(ctx, resolved) + e.removeExtraExporters(ctx, resolved) + } +} + +func (e *exporterImp) addMissingExporters(ctx context.Context, endpoints []string) { + for _, endpoint := range endpoints { + endpoint = endpointWithPort(endpoint) + + if _, exists := e.exporters[endpoint]; !exists { + cfg := e.buildExporterConfig(endpoint) + exp, err := e.exporterFactory.CreateTracesExporter(ctx, e.templateCreateParams, &cfg) + if err != nil { + e.logger.Error("failed to create new trace exporter for endpoint", zap.String("endpoint", endpoint), zap.Error(err)) + continue + } + if err = exp.Start(ctx, e.host); err != nil { + e.logger.Error("failed to start new trace exporter for endpoint", zap.String("endpoint", endpoint), zap.Error(err)) + continue + } + e.exporters[endpoint] = exp + } + } +} + +func (e *exporterImp) buildExporterConfig(endpoint string) otlpexporter.Config { + oCfg := e.config.Protocol.OTLP + oCfg.Endpoint = endpoint + return oCfg +} + +func (e *exporterImp) removeExtraExporters(ctx context.Context, endpoints []string) { + for existing := range e.exporters { + if !endpointFound(existing, endpoints) { + e.exporters[existing].Shutdown(ctx) + delete(e.exporters, existing) + } + } +} + +func endpointFound(endpoint string, endpoints []string) bool { + for _, candidate := range endpoints { + if candidate == endpoint { + return true + } + } + + return false +} + +func (e *exporterImp) Shutdown(context.Context) error { + e.stopped = true + e.shutdownWg.Wait() + return nil +} + +func (e *exporterImp) ConsumeTraces(ctx context.Context, td pdata.Traces) error { + var errors []error + batches := batchpertrace.Split(td) + for _, batch := range batches { + if err := e.consumeTrace(ctx, batch); err != nil { + errors = append(errors, err) + } + } + + return componenterror.CombineErrors(errors) +} + +func (e *exporterImp) consumeTrace(ctx context.Context, td pdata.Traces) error { + traceID := traceIDFromTraces(td) + if traceID == pdata.InvalidTraceID() { + return errNoTracesInBatch + } + + // NOTE: make rolling updates of next tier of collectors work. currently this may cause + // data loss because the latest batches sent to outdated backend will never find their way out. + // for details: https://github.com/open-telemetry/opentelemetry-collector-contrib/issues/1690 + e.updateLock.RLock() + endpoint := e.ring.endpointFor(traceID) + exp, found := e.exporters[endpoint] + e.updateLock.RUnlock() + if !found { + // something is really wrong... how come we couldn't find the exporter?? + return fmt.Errorf("couldn't find the exporter for the endpoint %q", endpoint) + } + + start := time.Now() + err := exp.ConsumeTraces(ctx, td) + duration := time.Since(start) + ctx, _ = tag.New(ctx, tag.Upsert(tag.MustNewKey("endpoint"), endpoint)) + + if err == nil { + sCtx, _ := tag.New(ctx, tag.Upsert(tag.MustNewKey("success"), "true")) + stats.Record(sCtx, mBackendLatency.M(duration.Milliseconds())) + } else { + fCtx, _ := tag.New(ctx, tag.Upsert(tag.MustNewKey("success"), "false")) + stats.Record(fCtx, mBackendLatency.M(duration.Milliseconds())) + } + + return err +} + +func (e *exporterImp) GetCapabilities() component.ProcessorCapabilities { + return component.ProcessorCapabilities{MutatesConsumedData: false} +} + +func traceIDFromTraces(td pdata.Traces) pdata.TraceID { + rs := td.ResourceSpans() + if rs.Len() == 0 { + return pdata.InvalidTraceID() + } + + ils := rs.At(0).InstrumentationLibrarySpans() + if ils.Len() == 0 { + return pdata.InvalidTraceID() + } + + spans := ils.At(0).Spans() + if spans.Len() == 0 { + return pdata.InvalidTraceID() + } + + return spans.At(0).TraceID() +} + +func endpointWithPort(endpoint string) string { + if !strings.Contains(endpoint, ":") { + endpoint = fmt.Sprintf("%s:%s", endpoint, defaultPort) + } + return endpoint +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/factory.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/factory.go new file mode 100644 index 000000000000..a69906444a67 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/factory.go @@ -0,0 +1,60 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import ( + "context" + + "go.opencensus.io/stats/view" + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/config/configmodels" + "go.opentelemetry.io/collector/exporter/exporterhelper" + "go.opentelemetry.io/collector/exporter/otlpexporter" +) + +const ( + // The value of "type" key in configuration. + typeStr = "loadbalancing" +) + +// NewFactory creates a factory for the exporter. +func NewFactory() component.ExporterFactory { + view.Register(MetricViews()...) + + return exporterhelper.NewFactory( + typeStr, + createDefaultConfig, + exporterhelper.WithTraces(createTraceExporter), + ) +} + +func createDefaultConfig() configmodels.Exporter { + otlpFactory := otlpexporter.NewFactory() + otlpDefaultCfg := otlpFactory.CreateDefaultConfig().(*otlpexporter.Config) + + return &Config{ + ExporterSettings: configmodels.ExporterSettings{ + TypeVal: typeStr, + NameVal: typeStr, + }, + Protocol: Protocol{ + OTLP: *otlpDefaultCfg, + }, + } +} + +func createTraceExporter(_ context.Context, params component.ExporterCreateParams, cfg configmodels.Exporter) (component.TracesExporter, error) { + return newExporter(params, cfg) +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.mod b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.mod new file mode 100644 index 000000000000..5bf04886af6e --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.mod @@ -0,0 +1,13 @@ +module github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter + +go 1.14 + +require ( + github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace v0.0.0-00010101000000-000000000000 + github.com/stretchr/testify v1.7.0 + go.opencensus.io v0.22.6 + go.opentelemetry.io/collector v0.21.0 + go.uber.org/zap v1.16.0 +) + +replace github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace => ../../pkg/batchpertrace diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.sum b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.sum new file mode 100644 index 000000000000..17266bb74b87 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/go.sum @@ -0,0 +1,1504 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go 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h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o= +sigs.k8s.io/yaml v1.2.0 h1:kr/MCeFWJWTwyaHoR9c8EjH9OumOmoF9YGiZd7lFm/Q= +sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc= +sourcegraph.com/sourcegraph/appdash v0.0.0-20190731080439-ebfcffb1b5c0/go.mod h1:hI742Nqp5OhwiqlzhgfbWU4mW4yO10fP+LoT9WOswdU= diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/metrics.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/metrics.go new file mode 100644 index 000000000000..d32b0af5c760 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/metrics.go @@ -0,0 +1,80 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import ( + "go.opencensus.io/stats" + "go.opencensus.io/stats/view" + "go.opencensus.io/tag" +) + +var ( + mNumResolutions = stats.Int64("loadbalancer_num_resolutions", "Number of times the resolver triggered a new resolutions", stats.UnitDimensionless) + mNumBackends = stats.Int64("loadbalancer_num_backends", "Current number of backends in use", stats.UnitDimensionless) + mBackendLatency = stats.Int64("loadbalancer_backend_latency", "Response latency in ms for the backends", stats.UnitMilliseconds) +) + +// MetricViews return the metrics views according to given telemetry level. +func MetricViews() []*view.View { + return []*view.View{ + { + Name: mNumResolutions.Name(), + Measure: mNumResolutions, + Description: mNumResolutions.Description(), + Aggregation: view.Count(), + TagKeys: []tag.Key{ + tag.MustNewKey("resolver"), + tag.MustNewKey("success"), + }, + }, + { + Name: mNumBackends.Name(), + Measure: mNumBackends, + Description: mNumBackends.Description(), + Aggregation: view.LastValue(), + TagKeys: []tag.Key{ + tag.MustNewKey("resolver"), + }, + }, + { + Name: "loadbalancer_num_backend_updates", // counts the number of times the measure was changed + Measure: mNumBackends, + Description: "Number of times the list of backends was updated", + Aggregation: view.Count(), + TagKeys: []tag.Key{ + tag.MustNewKey("resolver"), + }, + }, + { + Name: mBackendLatency.Name(), + Measure: mBackendLatency, + Description: mBackendLatency.Description(), + TagKeys: []tag.Key{ + tag.MustNewKey("endpoint"), + }, + Aggregation: view.Distribution(0, 5, 10, 20, 50, 100, 200, 500, 1000, 2000, 5000), + }, + { + Name: "loadbalancer_backend_outcome", + Measure: mBackendLatency, + Description: "Number of success/failures for each endpoint", + TagKeys: []tag.Key{ + tag.MustNewKey("endpoint"), + tag.MustNewKey("success"), + }, + Aggregation: view.Count(), + }, + } +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver.go new file mode 100644 index 000000000000..6d93fb3a6960 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver.go @@ -0,0 +1,36 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import "context" + +// resolver determines the contract for sources of backend endpoint information +type resolver interface { + // resolve returns the current list of endpoints. + // returns either a non-nil error and a nil list of endpoints, or a non-nil list of endpoints and nil error. + resolve(context.Context) ([]string, error) + + // start signals the resolver to start its work + start(context.Context) error + + // shutdown signals the resolver to finish its work. This should block until the current resolutions are finished. + // Once this is invoked, callbacks will not be triggered anymore and will need to be registered again in case the consumer + // decides to restart the resolver. + shutdown(context.Context) error + + // onChange registers a function to call back whenever the list of backends is updated. + // Make sure to register the callbacks before starting the exporter. + onChange(func([]string)) +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_dns.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_dns.go new file mode 100644 index 000000000000..151f547ccdc7 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_dns.go @@ -0,0 +1,191 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import ( + "context" + "errors" + "fmt" + "net" + "sort" + "sync" + "time" + + "go.opencensus.io/stats" + "go.opencensus.io/tag" + "go.uber.org/zap" +) + +var _ resolver = (*dnsResolver)(nil) + +const ( + defaultResInterval = 5 * time.Second + defaultResTimeout = time.Second +) + +var errNoHostname = errors.New("no hostname specified to resolve the backends") + +type dnsResolver struct { + logger *zap.Logger + + hostname string + port string + resolver netResolver + resInterval time.Duration + resTimeout time.Duration + + endpoints []string + onChangeCallbacks []func([]string) + + stopCh chan (struct{}) + updateLock sync.Mutex + shutdownWg sync.WaitGroup + changeCallbackLock sync.RWMutex +} + +type netResolver interface { + LookupIPAddr(ctx context.Context, host string) ([]net.IPAddr, error) +} + +func newDNSResolver(logger *zap.Logger, hostname string, port string) (*dnsResolver, error) { + if len(hostname) == 0 { + return nil, errNoHostname + } + + return &dnsResolver{ + logger: logger, + hostname: hostname, + port: port, + resolver: &net.Resolver{}, + resInterval: defaultResInterval, + resTimeout: defaultResTimeout, + stopCh: make(chan struct{}), + }, nil +} + +func (r *dnsResolver) start(ctx context.Context) error { + if _, err := r.resolve(ctx); err != nil { + return err + } + + go r.periodicallyResolve() + + return nil +} + +func (r *dnsResolver) shutdown(ctx context.Context) error { + r.changeCallbackLock.Lock() + r.onChangeCallbacks = nil + r.changeCallbackLock.Unlock() + + close(r.stopCh) + r.shutdownWg.Wait() + return nil +} + +func (r *dnsResolver) periodicallyResolve() { + ticker := time.NewTicker(r.resInterval) + + for { + select { + case <-ticker.C: + ctx, cancel := context.WithTimeout(context.Background(), r.resTimeout) + if _, err := r.resolve(ctx); err != nil { + r.logger.Warn("failed to resolve", zap.Error(err)) + } + cancel() + case <-r.stopCh: + return + } + } +} + +func (r *dnsResolver) resolve(ctx context.Context) ([]string, error) { + r.shutdownWg.Add(1) + defer r.shutdownWg.Done() + + // the context to use for all metrics in this function + mCtx, _ := tag.New(ctx, tag.Upsert(tag.MustNewKey("resolver"), "dns")) + + addrs, err := r.resolver.LookupIPAddr(ctx, r.hostname) + if err != nil { + failedCtx, _ := tag.New(mCtx, tag.Upsert(tag.MustNewKey("success"), "false")) + stats.Record(failedCtx, mNumResolutions.M(1)) + return nil, err + } + + // from this point, we don't fail anymore + successCtx, _ := tag.New(mCtx, tag.Upsert(tag.MustNewKey("success"), "true")) + stats.Record(successCtx, mNumResolutions.M(1)) + + var backends []string + for _, ip := range addrs { + var backend string + if ip.IP.To4() != nil { + backend = ip.String() + } else { + // it's an IPv6 address + backend = fmt.Sprintf("[%s]", ip.String()) + } + + // if a port is specified in the configuration, add it + if r.port != "" { + backend = fmt.Sprintf("%s:%s", backend, r.port) + } + + backends = append(backends, backend) + } + + // keep it always in the same order + sort.Strings(backends) + + if equalStringSlice(r.endpoints, backends) { + return r.endpoints, nil + } + + // the list has changed! + r.updateLock.Lock() + r.endpoints = backends + r.updateLock.Unlock() + stats.Record(mCtx, mNumBackends.M(int64(len(backends)))) + + // propagate the change + r.changeCallbackLock.RLock() + for _, callback := range r.onChangeCallbacks { + callback(r.endpoints) + } + r.changeCallbackLock.RUnlock() + + return r.endpoints, nil +} + +func (r *dnsResolver) onChange(f func([]string)) { + r.changeCallbackLock.Lock() + defer r.changeCallbackLock.Unlock() + r.onChangeCallbacks = append(r.onChangeCallbacks, f) +} + +func equalStringSlice(source, candidate []string) bool { + if len(source) != len(candidate) { + return false + } + for i := range source { + if source[i] != candidate[i] { + return false + } + } + + return true +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_static.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_static.go new file mode 100644 index 000000000000..e393f54cc156 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter/resolver_static.go @@ -0,0 +1,83 @@ +// Copyright The OpenTelemetry 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 loadbalancingexporter + +import ( + "context" + "errors" + "sort" + "sync" + + "go.opencensus.io/stats" + "go.opencensus.io/tag" +) + +var _ resolver = (*staticResolver)(nil) + +var errNoEndpoints = errors.New("no endpoints specified for the static resolver") + +type staticResolver struct { + endpoints []string + onChangeCallbacks []func([]string) + once sync.Once // we trigger the onChange only once +} + +func newStaticResolver(endpoints []string) (*staticResolver, error) { + if len(endpoints) == 0 { + return nil, errNoEndpoints + } + + // make sure we won't change the provided slice + endpointsCopy := make([]string, len(endpoints)) + copy(endpointsCopy, endpoints) + + // sort is a guarantee that the order of endpoints doesn't matter + sort.Strings(endpointsCopy) + + return &staticResolver{ + endpoints: endpointsCopy, + }, nil +} + +func (r *staticResolver) start(ctx context.Context) error { + r.resolve(ctx) // right now, this can't fail + return nil +} + +func (r *staticResolver) shutdown(ctx context.Context) error { + return nil +} + +func (r *staticResolver) resolve(ctx context.Context) ([]string, error) { + // the context to use for all metrics in this function + ctx, _ = tag.New(ctx, + tag.Upsert(tag.MustNewKey("resolver"), "static"), + tag.Upsert(tag.MustNewKey("success"), "true"), + ) + stats.Record(ctx, mNumResolutions.M(1)) + + r.once.Do(func() { + stats.Record(ctx, mNumBackends.M(int64(len(r.endpoints)))) + + for _, callback := range r.onChangeCallbacks { + callback(r.endpoints) + } + }) + return r.endpoints, nil +} + +func (r *staticResolver) onChange(f func([]string)) { + r.onChangeCallbacks = append(r.onChangeCallbacks, f) +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/LICENSE b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/LICENSE new file mode 100644 index 000000000000..261eeb9e9f8b --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + 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. diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/Makefile b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/Makefile new file mode 100644 index 000000000000..c1496226e590 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/Makefile @@ -0,0 +1 @@ +include ../../Makefile.Common \ No newline at end of file diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/batchpertrace.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/batchpertrace.go new file mode 100644 index 000000000000..c482d8acd4c8 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/batchpertrace.go @@ -0,0 +1,65 @@ +// Copyright The OpenTelemetry 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 batchpertrace + +import "go.opentelemetry.io/collector/consumer/pdata" + +// Split returns one pdata.Traces for each trace in the given pdata.Traces input. Each of the resulting pdata.Traces contains exactly one trace. +func Split(batch pdata.Traces) []pdata.Traces { + // for each span in the resource spans, we group them into batches of rs/ils/traceID. + // if the same traceID exists in different ils, they land in different batches. + var result []pdata.Traces + + for i := 0; i < batch.ResourceSpans().Len(); i++ { + rs := batch.ResourceSpans().At(i) + + for j := 0; j < rs.InstrumentationLibrarySpans().Len(); j++ { + // the batches for this ILS + batches := map[[16]byte]pdata.ResourceSpans{} + + ils := rs.InstrumentationLibrarySpans().At(j) + for k := 0; k < ils.Spans().Len(); k++ { + span := ils.Spans().At(k) + key := span.TraceID().Bytes() + + // for the first traceID in the ILS, initialize the map entry + // and add the singleTraceBatch to the result list + if _, ok := batches[key]; !ok { + newRS := pdata.NewResourceSpans() + // currently, the ResourceSpans implementation has only a Resource and an ILS. We'll copy the Resource + // and set our own ILS + rs.Resource().CopyTo(newRS.Resource()) + + newILS := pdata.NewInstrumentationLibrarySpans() + // currently, the ILS implementation has only an InstrumentationLibrary and spans. We'll copy the library + // and set our own spans + ils.InstrumentationLibrary().CopyTo(newILS.InstrumentationLibrary()) + newRS.InstrumentationLibrarySpans().Append(newILS) + batches[key] = newRS + + trace := pdata.NewTraces() + trace.ResourceSpans().Append(newRS) + + result = append(result, trace) + } + + // there is only one instrumentation library per batch + batches[key].InstrumentationLibrarySpans().At(0).Spans().Append(span) + } + } + } + + return result +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.mod b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.mod new file mode 100644 index 000000000000..d5b4a7aa6312 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.mod @@ -0,0 +1,8 @@ +module github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace + +go 1.14 + +require ( + github.com/stretchr/testify v1.7.0 + go.opentelemetry.io/collector v0.21.0 +) diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.sum b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.sum new file mode 100644 index 000000000000..7b29b7118fee --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace/go.sum @@ -0,0 +1,1315 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= +cloud.google.com/go v0.43.0/go.mod h1:BOSR3VbTLkk6FDC/TcffxP4NF/FFBGA5ku+jvKOP7pg= +cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= +cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= +cloud.google.com/go v0.45.1/go.mod 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b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/LICENSE new file mode 100644 index 000000000000..261eeb9e9f8b --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + 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. diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/Makefile b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/Makefile new file mode 100644 index 000000000000..c1496226e590 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/Makefile @@ -0,0 +1 @@ +include ../../Makefile.Common \ No newline at end of file diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/README.md b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/README.md new file mode 100644 index 000000000000..b80337ebb218 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/README.md @@ -0,0 +1,58 @@ +# Tail Sampling Processor + +Supported pipeline types: traces + +The tail sampling processor samples traces based on a set of defined policies. +Today, this processor only works with a single instance of the collector. +Technically, trace ID aware load balancing could be used to support multiple +collector instances, but this configuration has not been tested. Please refer to +[config.go](./config.go) for the config spec. + +The following configuration options are required: +- `policies` (no default): Policies used to make a sampling decision + +Multiple policies exist today and it is straight forward to add more. These include: +- `always_sample`: Sample all traces +- `numeric_attribute`: Sample based on number attributes +- `string_attribute`: Sample based on string attributes +- `rate_limiting`: Sample based on rate + +The following configuration options can also be modified: +- `decision_wait` (default = 30s): Wait time since the first span of a trace before making a sampling decision +- `num_traces` (default = 50000): Number of traces kept in memory +- `expected_new_traces_per_sec` (default = 0): Expected number of new traces (helps in allocating data structures) + +Examples: + +```yaml +processors: + tail_sampling: + decision_wait: 10s + num_traces: 100 + expected_new_traces_per_sec: 10 + policies: + [ + { + name: test-policy-1, + type: always_sample + }, + { + name: test-policy-2, + type: numeric_attribute, + numeric_attribute: {key: key1, min_value: 50, max_value: 100} + }, + { + name: test-policy-3, + type: string_attribute, + string_attribute: {key: key2, values: [value1, value2]} + }, + { + name: test-policy-4, + type: rate_limiting, + rate_limiting: {spans_per_second: 35} + } + ] +``` + +Refer to [tail_sampling_config.yaml](./testdata/tail_sampling_config.yaml) for detailed +examples on using the processor. diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/config.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/config.go new file mode 100644 index 000000000000..90edf0ac9943 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/config.go @@ -0,0 +1,95 @@ +// Copyright The OpenTelemetry 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 tailsamplingprocessor + +import ( + "time" + + "go.opentelemetry.io/collector/config/configmodels" +) + +// PolicyType indicates the type of sampling policy. +type PolicyType string + +const ( + // AlwaysSample samples all traces, typically used for debugging. + AlwaysSample PolicyType = "always_sample" + // NumericAttribute sample traces that have a given numeric attribute in a specified + // range, e.g.: attribute "http.status_code" >= 399 and <= 999. + NumericAttribute PolicyType = "numeric_attribute" + // StringAttribute sample traces that a attribute, of type string, matching + // one of the listed values. + StringAttribute PolicyType = "string_attribute" + // RateLimiting allows all traces until the specified limits are satisfied. + RateLimiting PolicyType = "rate_limiting" +) + +// PolicyCfg holds the common configuration to all policies. +type PolicyCfg struct { + // Name given to the instance of the policy to make easy to identify it in metrics and logs. + Name string `mapstructure:"name"` + // Type of the policy this will be used to match the proper configuration of the policy. + Type PolicyType `mapstructure:"type"` + // Configs for numeric attribute filter sampling policy evaluator. + NumericAttributeCfg NumericAttributeCfg `mapstructure:"numeric_attribute"` + // Configs for string attribute filter sampling policy evaluator. + StringAttributeCfg StringAttributeCfg `mapstructure:"string_attribute"` + // Configs for rate limiting filter sampling policy evaluator. + RateLimitingCfg RateLimitingCfg `mapstructure:"rate_limiting"` +} + +// NumericAttributeCfg holds the configurable settings to create a numeric attribute filter +// sampling policy evaluator. +type NumericAttributeCfg struct { + // Tag that the filter is going to be matching against. + Key string `mapstructure:"key"` + // MinValue is the minimum value of the attribute to be considered a match. + MinValue int64 `mapstructure:"min_value"` + // MaxValue is the maximum value of the attribute to be considered a match. + MaxValue int64 `mapstructure:"max_value"` +} + +// StringAttributeCfg holds the configurable settings to create a string attribute filter +// sampling policy evaluator. +type StringAttributeCfg struct { + // Tag that the filter is going to be matching against. + Key string `mapstructure:"key"` + // Values is the set of attribute values that if any is equal to the actual attribute value to be considered a match. + Values []string `mapstructure:"values"` +} + +// RateLimitingCfg holds the configurable settings to create a rate limiting +// sampling policy evaluator. +type RateLimitingCfg struct { + // SpansPerSecond sets the limit on the maximum nuber of spans that can be processed each second. + SpansPerSecond int64 `mapstructure:"spans_per_second"` +} + +// Config holds the configuration for tail-based sampling. +type Config struct { + configmodels.ProcessorSettings `mapstructure:",squash"` + // DecisionWait is the desired wait time from the arrival of the first span of + // trace until the decision about sampling it or not is evaluated. + DecisionWait time.Duration `mapstructure:"decision_wait"` + // NumTraces is the number of traces kept on memory. Typically most of the data + // of a trace is released after a sampling decision is taken. + NumTraces uint64 `mapstructure:"num_traces"` + // ExpectedNewTracesPerSec sets the expected number of new traces sending to the tail sampling processor + // per second. This helps with allocating data structures with closer to actual usage size. + ExpectedNewTracesPerSec uint64 `mapstructure:"expected_new_traces_per_sec"` + // PolicyCfgs sets the tail-based sampling policy which makes a sampling decision + // for a given trace when requested. + PolicyCfgs []PolicyCfg `mapstructure:"policies"` +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/factory.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/factory.go new file mode 100644 index 000000000000..899b6b77f964 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/factory.go @@ -0,0 +1,69 @@ +// Copyright The OpenTelemetry 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 tailsamplingprocessor + +import ( + "context" + "sync" + "time" + + "go.opencensus.io/stats/view" + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/config/configmodels" + "go.opentelemetry.io/collector/config/configtelemetry" + "go.opentelemetry.io/collector/consumer" + "go.opentelemetry.io/collector/processor/processorhelper" +) + +const ( + // The value of "type" Tail Sampling in configuration. + typeStr = "tail_sampling" +) + +var onceMetrics sync.Once + +// NewFactory returns a new factory for the Tail Sampling processor. +func NewFactory() component.ProcessorFactory { + onceMetrics.Do(func() { + // TODO: this is hardcoding the metrics level and skips error handling + _ = view.Register(SamplingProcessorMetricViews(configtelemetry.LevelNormal)...) + }) + + return processorhelper.NewFactory( + typeStr, + createDefaultConfig, + processorhelper.WithTraces(createTraceProcessor)) +} + +func createDefaultConfig() configmodels.Processor { + return &Config{ + ProcessorSettings: configmodels.ProcessorSettings{ + TypeVal: typeStr, + NameVal: typeStr, + }, + DecisionWait: 30 * time.Second, + NumTraces: 50000, + } +} + +func createTraceProcessor( + _ context.Context, + params component.ProcessorCreateParams, + cfg configmodels.Processor, + nextConsumer consumer.TracesConsumer, +) (component.TracesProcessor, error) { + tCfg := cfg.(*Config) + return newTraceProcessor(params.Logger, nextConsumer, *tCfg) +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.mod b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.mod new file mode 100644 index 000000000000..9b02607c5958 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.mod @@ -0,0 +1,11 @@ +module github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor + +go 1.14 + +require ( + github.com/google/uuid v1.2.0 + github.com/stretchr/testify v1.7.0 + go.opencensus.io v0.22.6 + go.opentelemetry.io/collector v0.21.0 + go.uber.org/zap v1.16.0 +) diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.sum b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.sum new file mode 100644 index 000000000000..17266bb74b87 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/go.sum @@ -0,0 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/dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/idbatcher/id_batcher.go @@ -0,0 +1,141 @@ +// Copyright The OpenTelemetry 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 idbatcher defines a pipeline of fixed size in which the +// elements are batches of ids. +package idbatcher + +import ( + "errors" + "sync" + + "go.opentelemetry.io/collector/consumer/pdata" +) + +var ( + // ErrInvalidNumBatches occurs when an invalid number of batches is specified. + ErrInvalidNumBatches = errors.New("invalid number of batches, it must be greater than zero") + // ErrInvalidBatchChannelSize occurs when an invalid batch channel size is specified. + ErrInvalidBatchChannelSize = errors.New("invalid batch channel size, it must be greater than zero") +) + +// Batch is the type of batches held by the Batcher. +type Batch []pdata.TraceID + +// Batcher behaves like a pipeline of batches that has a fixed number of batches in the pipe +// and a new batch being built outside of the pipe. Items can be concurrently added to the batch +// currently being built. When the batch being built is closed, the oldest batch in the pipe +// is pushed out so the one just closed can be put on the end of the pipe (this is done as an +// atomic operation). The caller is in control of when a batch is completed and a new one should +// be started. +type Batcher interface { + // AddToCurrentBatch puts the given id on the batch being currently built. The client is in charge + // of limiting the growth of the current batch if appropriate for its scenario. It can + // either call CloseCurrentAndTakeFirstBatch earlier or stop adding new items depending on what is + // required by the scenario. + AddToCurrentBatch(id pdata.TraceID) + // CloseCurrentAndTakeFirstBatch takes the batch at the front of the pipe, and moves the current + // batch to the end of the pipe, creating a new batch to receive new items. This operation should + // be atomic. + // It returns the batch that was in front of the pipe and a boolean that if true indicates that + // there are more batches to be retrieved. + CloseCurrentAndTakeFirstBatch() (Batch, bool) + // Stop informs that no more items are going to be batched and the pipeline can be read until it + // is empty. After this method is called attempts to enqueue new items will panic. + Stop() +} + +var _ Batcher = (*batcher)(nil) + +type batcher struct { + pendingIds chan pdata.TraceID // Channel for the ids to be added to the next batch. + batches chan Batch // Channel with already captured batches. + + // cbMutex protects the currentBatch storing ids. + cbMutex sync.Mutex + currentBatch Batch + + newBatchesInitialCapacity uint64 + stopchan chan bool + stopped bool +} + +// New creates a Batcher that will hold numBatches in its pipeline, having a channel with +// batchChannelSize to receive new items. New batches will be created with capacity set to +// newBatchesInitialCapacity. +func New(numBatches, newBatchesInitialCapacity, batchChannelSize uint64) (Batcher, error) { + if numBatches < 1 { + return nil, ErrInvalidNumBatches + } + if batchChannelSize < 1 { + return nil, ErrInvalidBatchChannelSize + } + + batches := make(chan Batch, numBatches) + // First numBatches batches will be empty in order to simplify clients that are running + // CloseCurrentAndTakeFirstBatch on a timer and want to delay the processing of the first + // batch with actual data. This way there is no need for accounting on the client side and + // a single timer can be started immediately. + for i := uint64(0); i < numBatches; i++ { + batches <- nil + } + + batcher := &batcher{ + pendingIds: make(chan pdata.TraceID, batchChannelSize), + batches: batches, + currentBatch: make(Batch, 0, newBatchesInitialCapacity), + newBatchesInitialCapacity: newBatchesInitialCapacity, + stopchan: make(chan bool), + } + + // Single goroutine that keeps filling the current batch, contention is expected only + // when the current batch is being switched. + go func() { + for id := range batcher.pendingIds { + batcher.cbMutex.Lock() + batcher.currentBatch = append(batcher.currentBatch, id) + batcher.cbMutex.Unlock() + } + batcher.stopchan <- true + }() + + return batcher, nil +} + +func (b *batcher) AddToCurrentBatch(id pdata.TraceID) { + b.pendingIds <- id +} + +func (b *batcher) CloseCurrentAndTakeFirstBatch() (Batch, bool) { + if readBatch, ok := <-b.batches; ok { + if !b.stopped { + nextBatch := make(Batch, 0, b.newBatchesInitialCapacity) + b.cbMutex.Lock() + b.batches <- b.currentBatch + b.currentBatch = nextBatch + b.cbMutex.Unlock() + } + return readBatch, true + } + + readBatch := b.currentBatch + b.currentBatch = nil + return readBatch, false +} + +func (b *batcher) Stop() { + close(b.pendingIds) + b.stopped = <-b.stopchan + close(b.batches) +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/metrics.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/metrics.go new file mode 100644 index 000000000000..4512db9b6dab --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/metrics.go @@ -0,0 +1,136 @@ +// Copyright The OpenTelemetry 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 tailsamplingprocessor + +import ( + "go.opencensus.io/stats" + "go.opencensus.io/stats/view" + "go.opencensus.io/tag" + "go.opentelemetry.io/collector/config/configtelemetry" + "go.opentelemetry.io/collector/obsreport" +) + +// Variables related to metrics specific to tail sampling. +var ( + tagPolicyKey, _ = tag.NewKey("policy") + tagSampledKey, _ = tag.NewKey("sampled") + tagSourceFormat, _ = tag.NewKey("source_format") + + statDecisionLatencyMicroSec = stats.Int64("sampling_decision_latency", "Latency (in microseconds) of a given sampling policy", "µs") + statOverallDecisionLatencyµs = stats.Int64("sampling_decision_timer_latency", "Latency (in microseconds) of each run of the sampling decision timer", "µs") + + statTraceRemovalAgeSec = stats.Int64("sampling_trace_removal_age", "Time (in seconds) from arrival of a new trace until its removal from memory", "s") + statLateSpanArrivalAfterDecision = stats.Int64("sampling_late_span_age", "Time (in seconds) from the sampling decision was taken and the arrival of a late span", "s") + + statPolicyEvaluationErrorCount = stats.Int64("sampling_policy_evaluation_error", "Count of sampling policy evaluation errors", stats.UnitDimensionless) + + statCountTracesSampled = stats.Int64("count_traces_sampled", "Count of traces that were sampled or not", stats.UnitDimensionless) + + statDroppedTooEarlyCount = stats.Int64("sampling_trace_dropped_too_early", "Count of traces that needed to be dropped the configured wait time", stats.UnitDimensionless) + statNewTraceIDReceivedCount = stats.Int64("new_trace_id_received", "Counts the arrival of new traces", stats.UnitDimensionless) + statTracesOnMemoryGauge = stats.Int64("sampling_traces_on_memory", "Tracks the number of traces current on memory", stats.UnitDimensionless) +) + +// SamplingProcessorMetricViews return the metrics views according to given telemetry level. +func SamplingProcessorMetricViews(level configtelemetry.Level) []*view.View { + if level == configtelemetry.LevelNone { + return nil + } + + policyTagKeys := []tag.Key{tagPolicyKey} + + latencyDistributionAggregation := view.Distribution(1, 2, 5, 10, 25, 50, 75, 100, 150, 200, 300, 400, 500, 750, 1000, 2000, 3000, 4000, 5000, 10000, 20000, 30000, 50000) + ageDistributionAggregation := view.Distribution(1, 2, 5, 10, 20, 30, 40, 50, 60, 90, 120, 180, 300, 600, 1800, 3600, 7200) + + decisionLatencyView := &view.View{ + Name: statDecisionLatencyMicroSec.Name(), + Measure: statDecisionLatencyMicroSec, + Description: statDecisionLatencyMicroSec.Description(), + TagKeys: policyTagKeys, + Aggregation: latencyDistributionAggregation, + } + overallDecisionLatencyView := &view.View{ + Name: statOverallDecisionLatencyµs.Name(), + Measure: statOverallDecisionLatencyµs, + Description: statOverallDecisionLatencyµs.Description(), + Aggregation: latencyDistributionAggregation, + } + + traceRemovalAgeView := &view.View{ + Name: statTraceRemovalAgeSec.Name(), + Measure: statTraceRemovalAgeSec, + Description: statTraceRemovalAgeSec.Description(), + Aggregation: ageDistributionAggregation, + } + lateSpanArrivalView := &view.View{ + Name: statLateSpanArrivalAfterDecision.Name(), + Measure: statLateSpanArrivalAfterDecision, + Description: statLateSpanArrivalAfterDecision.Description(), + Aggregation: ageDistributionAggregation, + } + + countPolicyEvaluationErrorView := &view.View{ + Name: statPolicyEvaluationErrorCount.Name(), + Measure: statPolicyEvaluationErrorCount, + Description: statPolicyEvaluationErrorCount.Description(), + Aggregation: view.Sum(), + } + + sampledTagKeys := []tag.Key{tagPolicyKey, tagSampledKey} + countTracesSampledView := &view.View{ + Name: statCountTracesSampled.Name(), + Measure: statCountTracesSampled, + Description: statCountTracesSampled.Description(), + TagKeys: sampledTagKeys, + Aggregation: view.Sum(), + } + + countTraceDroppedTooEarlyView := &view.View{ + Name: statDroppedTooEarlyCount.Name(), + Measure: statDroppedTooEarlyCount, + Description: statDroppedTooEarlyCount.Description(), + Aggregation: view.Sum(), + } + countTraceIDArrivalView := &view.View{ + Name: statNewTraceIDReceivedCount.Name(), + Measure: statNewTraceIDReceivedCount, + Description: statNewTraceIDReceivedCount.Description(), + Aggregation: view.Sum(), + } + trackTracesOnMemorylView := &view.View{ + Name: statTracesOnMemoryGauge.Name(), + Measure: statTracesOnMemoryGauge, + Description: statTracesOnMemoryGauge.Description(), + Aggregation: view.LastValue(), + } + + legacyViews := []*view.View{ + decisionLatencyView, + overallDecisionLatencyView, + + traceRemovalAgeView, + lateSpanArrivalView, + + countPolicyEvaluationErrorView, + + countTracesSampledView, + + countTraceDroppedTooEarlyView, + countTraceIDArrivalView, + trackTracesOnMemorylView, + } + + return obsreport.ProcessorMetricViews(typeStr, legacyViews) +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/processor.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/processor.go new file mode 100644 index 000000000000..24ca869b5538 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/processor.go @@ -0,0 +1,425 @@ +// Copyright The OpenTelemetry 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 tailsamplingprocessor + +import ( + "context" + "fmt" + "runtime" + "sync" + "sync/atomic" + "time" + + "go.opencensus.io/stats" + "go.opencensus.io/tag" + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/component/componenterror" + "go.opentelemetry.io/collector/consumer" + "go.opentelemetry.io/collector/consumer/pdata" + "go.uber.org/zap" + + "github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/idbatcher" + "github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling" +) + +// Policy combines a sampling policy evaluator with the destinations to be +// used for that policy. +type Policy struct { + // Name used to identify this policy instance. + Name string + // Evaluator that decides if a trace is sampled or not by this policy instance. + Evaluator sampling.PolicyEvaluator + // ctx used to carry metric tags of each policy. + ctx context.Context +} + +// tailSamplingSpanProcessor handles the incoming trace data and uses the given sampling +// policy to sample traces. +type tailSamplingSpanProcessor struct { + ctx context.Context + nextConsumer consumer.TracesConsumer + start sync.Once + maxNumTraces uint64 + policies []*Policy + logger *zap.Logger + idToTrace sync.Map + policyTicker tTicker + decisionBatcher idbatcher.Batcher + deleteChan chan pdata.TraceID + numTracesOnMap uint64 +} + +const ( + sourceFormat = "tail_sampling" +) + +// newTraceProcessor returns a processor.TraceProcessor that will perform tail sampling according to the given +// configuration. +func newTraceProcessor(logger *zap.Logger, nextConsumer consumer.TracesConsumer, cfg Config) (component.TracesProcessor, error) { + if nextConsumer == nil { + return nil, componenterror.ErrNilNextConsumer + } + + numDecisionBatches := uint64(cfg.DecisionWait.Seconds()) + inBatcher, err := idbatcher.New(numDecisionBatches, cfg.ExpectedNewTracesPerSec, uint64(2*runtime.NumCPU())) + if err != nil { + return nil, err + } + + ctx := context.Background() + var policies []*Policy + for i := range cfg.PolicyCfgs { + policyCfg := &cfg.PolicyCfgs[i] + policyCtx, err := tag.New(ctx, tag.Upsert(tagPolicyKey, policyCfg.Name), tag.Upsert(tagSourceFormat, sourceFormat)) + if err != nil { + return nil, err + } + eval, err := getPolicyEvaluator(logger, policyCfg) + if err != nil { + return nil, err + } + policy := &Policy{ + Name: policyCfg.Name, + Evaluator: eval, + ctx: policyCtx, + } + policies = append(policies, policy) + } + + tsp := &tailSamplingSpanProcessor{ + ctx: ctx, + nextConsumer: nextConsumer, + maxNumTraces: cfg.NumTraces, + logger: logger, + decisionBatcher: inBatcher, + policies: policies, + } + + tsp.policyTicker = &policyTicker{onTick: tsp.samplingPolicyOnTick} + tsp.deleteChan = make(chan pdata.TraceID, cfg.NumTraces) + + return tsp, nil +} + +func getPolicyEvaluator(logger *zap.Logger, cfg *PolicyCfg) (sampling.PolicyEvaluator, error) { + switch cfg.Type { + case AlwaysSample: + return sampling.NewAlwaysSample(logger), nil + case NumericAttribute: + nafCfg := cfg.NumericAttributeCfg + return sampling.NewNumericAttributeFilter(logger, nafCfg.Key, nafCfg.MinValue, nafCfg.MaxValue), nil + case StringAttribute: + safCfg := cfg.StringAttributeCfg + return sampling.NewStringAttributeFilter(logger, safCfg.Key, safCfg.Values), nil + case RateLimiting: + rlfCfg := cfg.RateLimitingCfg + return sampling.NewRateLimiting(logger, rlfCfg.SpansPerSecond), nil + default: + return nil, fmt.Errorf("unknown sampling policy type %s", cfg.Type) + } +} + +type policyMetrics struct { + idNotFoundOnMapCount, evaluateErrorCount, decisionSampled, decisionNotSampled int64 +} + +func (tsp *tailSamplingSpanProcessor) samplingPolicyOnTick() { + metrics := policyMetrics{} + + startTime := time.Now() + batch, _ := tsp.decisionBatcher.CloseCurrentAndTakeFirstBatch() + batchLen := len(batch) + tsp.logger.Debug("Sampling Policy Evaluation ticked") + for _, id := range batch { + d, ok := tsp.idToTrace.Load(id) + if !ok { + metrics.idNotFoundOnMapCount++ + continue + } + trace := d.(*sampling.TraceData) + trace.DecisionTime = time.Now() + + decision, policy := tsp.makeDecision(id, trace, &metrics) + + // Sampled or not, remove the batches + trace.Lock() + traceBatches := trace.ReceivedBatches + trace.ReceivedBatches = nil + trace.Unlock() + + if decision == sampling.Sampled { + + // Combine all individual batches into a single batch so + // consumers may operate on the entire trace + allSpans := pdata.NewTraces() + for j := 0; j < len(traceBatches); j++ { + batch := traceBatches[j] + batch.ResourceSpans().MoveAndAppendTo(allSpans.ResourceSpans()) + } + + _ = tsp.nextConsumer.ConsumeTraces(policy.ctx, allSpans) + } + } + + stats.Record(tsp.ctx, + statOverallDecisionLatencyµs.M(int64(time.Since(startTime)/time.Microsecond)), + statDroppedTooEarlyCount.M(metrics.idNotFoundOnMapCount), + statPolicyEvaluationErrorCount.M(metrics.evaluateErrorCount), + statTracesOnMemoryGauge.M(int64(atomic.LoadUint64(&tsp.numTracesOnMap)))) + + tsp.logger.Debug("Sampling policy evaluation completed", + zap.Int("batch.len", batchLen), + zap.Int64("sampled", metrics.decisionSampled), + zap.Int64("notSampled", metrics.decisionNotSampled), + zap.Int64("droppedPriorToEvaluation", metrics.idNotFoundOnMapCount), + zap.Int64("policyEvaluationErrors", metrics.evaluateErrorCount), + ) +} + +func (tsp *tailSamplingSpanProcessor) makeDecision(id pdata.TraceID, trace *sampling.TraceData, metrics *policyMetrics) (sampling.Decision, *Policy) { + finalDecision := sampling.NotSampled + var matchingPolicy *Policy = nil + + for i, policy := range tsp.policies { + policyEvaluateStartTime := time.Now() + decision, err := policy.Evaluator.Evaluate(id, trace) + stats.Record( + policy.ctx, + statDecisionLatencyMicroSec.M(int64(time.Since(policyEvaluateStartTime)/time.Microsecond))) + + if err != nil { + trace.Decisions[i] = sampling.NotSampled + metrics.evaluateErrorCount++ + tsp.logger.Debug("Sampling policy error", zap.Error(err)) + } else { + trace.Decisions[i] = decision + + switch decision { + case sampling.Sampled: + // any single policy that decides to sample will cause the decision to be sampled + // the nextConsumer will get the context from the first matching policy + finalDecision = sampling.Sampled + if matchingPolicy == nil { + matchingPolicy = policy + } + + _ = stats.RecordWithTags( + policy.ctx, + []tag.Mutator{tag.Insert(tagSampledKey, "true")}, + statCountTracesSampled.M(int64(1)), + ) + metrics.decisionSampled++ + + case sampling.NotSampled: + _ = stats.RecordWithTags( + policy.ctx, + []tag.Mutator{tag.Insert(tagSampledKey, "false")}, + statCountTracesSampled.M(int64(1)), + ) + metrics.decisionNotSampled++ + } + } + } + + return finalDecision, matchingPolicy +} + +// ConsumeTraceData is required by the SpanProcessor interface. +func (tsp *tailSamplingSpanProcessor) ConsumeTraces(ctx context.Context, td pdata.Traces) error { + tsp.start.Do(func() { + tsp.logger.Info("First trace data arrived, starting tail_sampling timers") + tsp.policyTicker.Start(1 * time.Second) + }) + resourceSpans := td.ResourceSpans() + for i := 0; i < resourceSpans.Len(); i++ { + tsp.processTraces(resourceSpans.At(i)) + } + return nil +} + +func (tsp *tailSamplingSpanProcessor) groupSpansByTraceKey(resourceSpans pdata.ResourceSpans) map[pdata.TraceID][]*pdata.Span { + idToSpans := make(map[pdata.TraceID][]*pdata.Span) + ilss := resourceSpans.InstrumentationLibrarySpans() + for j := 0; j < ilss.Len(); j++ { + spans := ilss.At(j).Spans() + spansLen := spans.Len() + for k := 0; k < spansLen; k++ { + span := spans.At(k) + key := span.TraceID() + idToSpans[key] = append(idToSpans[key], &span) + } + } + return idToSpans +} + +func (tsp *tailSamplingSpanProcessor) processTraces(resourceSpans pdata.ResourceSpans) { + // Group spans per their traceId to minimize contention on idToTrace + idToSpans := tsp.groupSpansByTraceKey(resourceSpans) + var newTraceIDs int64 + for id, spans := range idToSpans { + lenSpans := int64(len(spans)) + lenPolicies := len(tsp.policies) + initialDecisions := make([]sampling.Decision, lenPolicies) + for i := 0; i < lenPolicies; i++ { + initialDecisions[i] = sampling.Pending + } + initialTraceData := &sampling.TraceData{ + Decisions: initialDecisions, + ArrivalTime: time.Now(), + SpanCount: lenSpans, + } + d, loaded := tsp.idToTrace.LoadOrStore(id, initialTraceData) + + actualData := d.(*sampling.TraceData) + if loaded { + atomic.AddInt64(&actualData.SpanCount, lenSpans) + } else { + newTraceIDs++ + tsp.decisionBatcher.AddToCurrentBatch(id) + atomic.AddUint64(&tsp.numTracesOnMap, 1) + postDeletion := false + currTime := time.Now() + for !postDeletion { + select { + case tsp.deleteChan <- id: + postDeletion = true + default: + traceKeyToDrop := <-tsp.deleteChan + tsp.dropTrace(traceKeyToDrop, currTime) + } + } + } + + for i, policy := range tsp.policies { + var traceTd pdata.Traces + actualData.Lock() + actualDecision := actualData.Decisions[i] + // If decision is pending, we want to add the new spans still under the lock, so the decision doesn't happen + // in between the transition from pending. + if actualDecision == sampling.Pending { + // Add the spans to the trace, but only once for all policy, otherwise same spans will + // be duplicated in the final trace. + traceTd = prepareTraceBatch(resourceSpans, spans) + actualData.ReceivedBatches = append(actualData.ReceivedBatches, traceTd) + actualData.Unlock() + break + } + actualData.Unlock() + + switch actualDecision { + case sampling.Sampled: + // Forward the spans to the policy destinations + traceTd := prepareTraceBatch(resourceSpans, spans) + if err := tsp.nextConsumer.ConsumeTraces(policy.ctx, traceTd); err != nil { + tsp.logger.Warn("Error sending late arrived spans to destination", + zap.String("policy", policy.Name), + zap.Error(err)) + } + fallthrough // so OnLateArrivingSpans is also called for decision Sampled. + case sampling.NotSampled: + policy.Evaluator.OnLateArrivingSpans(actualDecision, spans) + stats.Record(tsp.ctx, statLateSpanArrivalAfterDecision.M(int64(time.Since(actualData.DecisionTime)/time.Second))) + + default: + tsp.logger.Warn("Encountered unexpected sampling decision", + zap.String("policy", policy.Name), + zap.Int("decision", int(actualDecision))) + } + + // At this point the late arrival has been passed to nextConsumer. Need to break out of the policy loop + // so that it isn't sent to nextConsumer more than once when multiple policies chose to sample + if actualDecision == sampling.Sampled { + break + } + } + } + + stats.Record(tsp.ctx, statNewTraceIDReceivedCount.M(newTraceIDs)) +} + +func (tsp *tailSamplingSpanProcessor) GetCapabilities() component.ProcessorCapabilities { + return component.ProcessorCapabilities{MutatesConsumedData: false} +} + +// Start is invoked during service startup. +func (tsp *tailSamplingSpanProcessor) Start(context.Context, component.Host) error { + return nil +} + +// Shutdown is invoked during service shutdown. +func (tsp *tailSamplingSpanProcessor) Shutdown(context.Context) error { + return nil +} + +func (tsp *tailSamplingSpanProcessor) dropTrace(traceID pdata.TraceID, deletionTime time.Time) { + var trace *sampling.TraceData + if d, ok := tsp.idToTrace.Load(traceID); ok { + trace = d.(*sampling.TraceData) + tsp.idToTrace.Delete(traceID) + // Subtract one from numTracesOnMap per https://godoc.org/sync/atomic#AddUint64 + atomic.AddUint64(&tsp.numTracesOnMap, ^uint64(0)) + } + if trace == nil { + tsp.logger.Error("Attempt to delete traceID not on table") + return + } + + stats.Record(tsp.ctx, statTraceRemovalAgeSec.M(int64(deletionTime.Sub(trace.ArrivalTime)/time.Second))) +} + +func prepareTraceBatch(rss pdata.ResourceSpans, spans []*pdata.Span) pdata.Traces { + traceTd := pdata.NewTraces() + traceTd.ResourceSpans().Resize(1) + rs := traceTd.ResourceSpans().At(0) + rss.Resource().CopyTo(rs.Resource()) + rs.InstrumentationLibrarySpans().Resize(1) + ils := rs.InstrumentationLibrarySpans().At(0) + for _, span := range spans { + ils.Spans().Append(*span) + } + return traceTd +} + +// tTicker interface allows easier testing of ticker related functionality used by tailSamplingProcessor +type tTicker interface { + // Start sets the frequency of the ticker and starts the periodic calls to OnTick. + Start(d time.Duration) + // OnTick is called when the ticker fires. + OnTick() + // Stops firing the ticker. + Stop() +} + +type policyTicker struct { + ticker *time.Ticker + onTick func() +} + +func (pt *policyTicker) Start(d time.Duration) { + pt.ticker = time.NewTicker(d) + go func() { + for range pt.ticker.C { + pt.OnTick() + } + }() +} +func (pt *policyTicker) OnTick() { + pt.onTick() +} +func (pt *policyTicker) Stop() { + pt.ticker.Stop() +} + +var _ tTicker = (*policyTicker)(nil) diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/always_sample.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/always_sample.go new file mode 100644 index 000000000000..ab82fe258ad9 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/always_sample.go @@ -0,0 +1,48 @@ +// Copyright The OpenTelemetry 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 sampling + +import ( + "go.opentelemetry.io/collector/consumer/pdata" + "go.uber.org/zap" +) + +type alwaysSample struct { + logger *zap.Logger +} + +var _ PolicyEvaluator = (*alwaysSample)(nil) + +// NewAlwaysSample creates a policy evaluator the samples all traces. +func NewAlwaysSample(logger *zap.Logger) PolicyEvaluator { + return &alwaysSample{ + logger: logger, + } +} + +// OnLateArrivingSpans notifies the evaluator that the given list of spans arrived +// after the sampling decision was already taken for the trace. +// This gives the evaluator a chance to log any message/metrics and/or update any +// related internal state. +func (as *alwaysSample) OnLateArrivingSpans(Decision, []*pdata.Span) error { + as.logger.Debug("Triggering action for late arriving spans in always-sample filter") + return nil +} + +// Evaluate looks at the trace data and returns a corresponding SamplingDecision. +func (as *alwaysSample) Evaluate(pdata.TraceID, *TraceData) (Decision, error) { + as.logger.Debug("Evaluating spans in always-sample filter") + return Sampled, nil +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/doc.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/doc.go new file mode 100644 index 000000000000..c41ee2577889 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/doc.go @@ -0,0 +1,17 @@ +// Copyright The OpenTelemetry 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 sampling contains the interfaces and data types used to implement +// the various sampling policies. +package sampling diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/numeric_tag_filter.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/numeric_tag_filter.go new file mode 100644 index 000000000000..ab303baf270f --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/numeric_tag_filter.go @@ -0,0 +1,75 @@ +// Copyright The OpenTelemetry 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 sampling + +import ( + "go.opentelemetry.io/collector/consumer/pdata" + "go.uber.org/zap" +) + +type numericAttributeFilter struct { + key string + minValue, maxValue int64 + logger *zap.Logger +} + +var _ PolicyEvaluator = (*numericAttributeFilter)(nil) + +// NewNumericAttributeFilter creates a policy evaluator that samples all traces with +// the given attribute in the given numeric range. +func NewNumericAttributeFilter(logger *zap.Logger, key string, minValue, maxValue int64) PolicyEvaluator { + return &numericAttributeFilter{ + key: key, + minValue: minValue, + maxValue: maxValue, + logger: logger, + } +} + +// OnLateArrivingSpans notifies the evaluator that the given list of spans arrived +// after the sampling decision was already taken for the trace. +// This gives the evaluator a chance to log any message/metrics and/or update any +// related internal state. +func (naf *numericAttributeFilter) OnLateArrivingSpans(Decision, []*pdata.Span) error { + naf.logger.Debug("Triggering action for late arriving spans in numeric-attribute filter") + return nil +} + +// Evaluate looks at the trace data and returns a corresponding SamplingDecision. +func (naf *numericAttributeFilter) Evaluate(_ pdata.TraceID, trace *TraceData) (Decision, error) { + trace.Lock() + batches := trace.ReceivedBatches + trace.Unlock() + for _, batch := range batches { + rspans := batch.ResourceSpans() + for i := 0; i < rspans.Len(); i++ { + rs := rspans.At(i) + ilss := rs.InstrumentationLibrarySpans() + for j := 0; j < ilss.Len(); j++ { + ils := ilss.At(j) + for k := 0; k < ils.Spans().Len(); k++ { + span := ils.Spans().At(k) + if v, ok := span.Attributes().Get(naf.key); ok { + value := v.IntVal() + if value >= naf.minValue && value <= naf.maxValue { + return Sampled, nil + } + } + } + } + } + } + return NotSampled, nil +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/policy.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/policy.go new file mode 100644 index 000000000000..6515d924b36f --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/policy.go @@ -0,0 +1,69 @@ +// Copyright The OpenTelemetry 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 sampling + +import ( + "sync" + "time" + + "go.opentelemetry.io/collector/consumer/pdata" +) + +// TraceData stores the sampling related trace data. +type TraceData struct { + sync.Mutex + // Decisions gives the current status of the sampling decision for each policy. + Decisions []Decision + // Arrival time the first span for the trace was received. + ArrivalTime time.Time + // Decisiontime time when sampling decision was taken. + DecisionTime time.Time + // SpanCount track the number of spans on the trace. + SpanCount int64 + // ReceivedBatches stores all the batches received for the trace. + ReceivedBatches []pdata.Traces +} + +// Decision gives the status of sampling decision. +type Decision int32 + +const ( + // Unspecified indicates that the status of the decision was not set yet. + Unspecified Decision = iota + // Pending indicates that the policy was not evaluated yet. + Pending + // Sampled is used to indicate that the decision was already taken + // to sample the data. + Sampled + // NotSampled is used to indicate that the decision was already taken + // to not sample the data. + NotSampled + // Dropped is used when data needs to be purged before the sampling policy + // had a chance to evaluate it. + Dropped +) + +// PolicyEvaluator implements a tail-based sampling policy evaluator, +// which makes a sampling decision for a given trace when requested. +type PolicyEvaluator interface { + // OnLateArrivingSpans notifies the evaluator that the given list of spans arrived + // after the sampling decision was already taken for the trace. + // This gives the evaluator a chance to log any message/metrics and/or update any + // related internal state. + OnLateArrivingSpans(earlyDecision Decision, spans []*pdata.Span) error + + // Evaluate looks at the trace data and returns a corresponding SamplingDecision. + Evaluate(traceID pdata.TraceID, trace *TraceData) (Decision, error) +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/rate_limiting.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/rate_limiting.go new file mode 100644 index 000000000000..40b15c179e6b --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/rate_limiting.go @@ -0,0 +1,66 @@ +// Copyright The OpenTelemetry 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 sampling + +import ( + "time" + + "go.opentelemetry.io/collector/consumer/pdata" + "go.uber.org/zap" +) + +type rateLimiting struct { + currentSecond int64 + spansInCurrentSecond int64 + spansPerSecond int64 + logger *zap.Logger +} + +var _ PolicyEvaluator = (*rateLimiting)(nil) + +// NewRateLimiting creates a policy evaluator the samples all traces. +func NewRateLimiting(logger *zap.Logger, spansPerSecond int64) PolicyEvaluator { + return &rateLimiting{ + spansPerSecond: spansPerSecond, + logger: logger, + } +} + +// OnLateArrivingSpans notifies the evaluator that the given list of spans arrived +// after the sampling decision was already taken for the trace. +// This gives the evaluator a chance to log any message/metrics and/or update any +// related internal state. +func (r *rateLimiting) OnLateArrivingSpans(Decision, []*pdata.Span) error { + r.logger.Debug("Triggering action for late arriving spans in rate-limiting filter") + return nil +} + +// Evaluate looks at the trace data and returns a corresponding SamplingDecision. +func (r *rateLimiting) Evaluate(_ pdata.TraceID, trace *TraceData) (Decision, error) { + r.logger.Debug("Evaluating spans in rate-limiting filter") + currSecond := time.Now().Unix() + if r.currentSecond != currSecond { + r.currentSecond = currSecond + r.spansInCurrentSecond = 0 + } + + spansInSecondIfSampled := r.spansInCurrentSecond + trace.SpanCount + if spansInSecondIfSampled < r.spansPerSecond { + r.spansInCurrentSecond = spansInSecondIfSampled + return Sampled, nil + } + + return NotSampled, nil +} diff --git a/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/string_tag_filter.go b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/string_tag_filter.go new file mode 100644 index 000000000000..92a3ac8a5261 --- /dev/null +++ b/vendor/github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling/string_tag_filter.go @@ -0,0 +1,92 @@ +// Copyright The OpenTelemetry 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 sampling + +import ( + "go.opentelemetry.io/collector/consumer/pdata" + "go.uber.org/zap" +) + +type stringAttributeFilter struct { + key string + values map[string]struct{} + logger *zap.Logger +} + +var _ PolicyEvaluator = (*stringAttributeFilter)(nil) + +// NewStringAttributeFilter creates a policy evaluator that samples all traces with +// the given attribute in the given numeric range. +func NewStringAttributeFilter(logger *zap.Logger, key string, values []string) PolicyEvaluator { + valuesMap := make(map[string]struct{}) + for _, value := range values { + if value != "" { + valuesMap[value] = struct{}{} + } + } + return &stringAttributeFilter{ + key: key, + values: valuesMap, + logger: logger, + } +} + +// OnLateArrivingSpans notifies the evaluator that the given list of spans arrived +// after the sampling decision was already taken for the trace. +// This gives the evaluator a chance to log any message/metrics and/or update any +// related internal state. +func (saf *stringAttributeFilter) OnLateArrivingSpans(Decision, []*pdata.Span) error { + saf.logger.Debug("Triggering action for late arriving spans in string-tag filter") + return nil +} + +// Evaluate looks at the trace data and returns a corresponding SamplingDecision. +func (saf *stringAttributeFilter) Evaluate(_ pdata.TraceID, trace *TraceData) (Decision, error) { + saf.logger.Debug("Evaluting spans in string-tag filter") + trace.Lock() + batches := trace.ReceivedBatches + trace.Unlock() + for _, batch := range batches { + rspans := batch.ResourceSpans() + + for i := 0; i < rspans.Len(); i++ { + rs := rspans.At(i) + resource := rs.Resource() + if v, ok := resource.Attributes().Get(saf.key); ok { + if _, ok := saf.values[v.StringVal()]; ok { + return Sampled, nil + } + } + + ilss := rs.InstrumentationLibrarySpans() + for j := 0; j < ilss.Len(); j++ { + ils := ilss.At(j) + for k := 0; k < ils.Spans().Len(); k++ { + span := ils.Spans().At(k) + if v, ok := span.Attributes().Get(saf.key); ok { + truncableStr := v.StringVal() + if len(truncableStr) > 0 { + if _, ok := saf.values[truncableStr]; ok { + return Sampled, nil + } + } + } + + } + } + } + } + return NotSampled, nil +} diff --git a/vendor/modules.txt b/vendor/modules.txt index 94642d5e46d8..39ce68fe2806 100644 --- a/vendor/modules.txt +++ b/vendor/modules.txt @@ -599,9 +599,19 @@ github.com/olekukonko/tablewriter # github.com/oliver006/redis_exporter v1.15.0 ## explicit github.com/oliver006/redis_exporter/exporter +# github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter v0.21.0 +## explicit +github.com/open-telemetry/opentelemetry-collector-contrib/exporter/loadbalancingexporter +# github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace v0.0.0-00010101000000-000000000000 => github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace v0.21.0 +github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace # github.com/open-telemetry/opentelemetry-collector-contrib/processor/spanmetricsprocessor v0.21.0 ## explicit github.com/open-telemetry/opentelemetry-collector-contrib/processor/spanmetricsprocessor +# github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor v0.21.0 +## explicit +github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor +github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/idbatcher +github.com/open-telemetry/opentelemetry-collector-contrib/processor/tailsamplingprocessor/sampling # github.com/opencontainers/go-digest v1.0.0 github.com/opencontainers/go-digest # github.com/opencontainers/image-spec v1.0.1 @@ -1462,3 +1472,4 @@ sigs.k8s.io/yaml # github.com/wrouesnel/postgres_exporter => github.com/grafana/postgres_exporter v0.8.1-0.20201106170118-5eedee00c1db # github.com/gomodule/redigo => github.com/gomodule/redigo v1.8.2 # github.com/weaveworks/common => github.com/rfratto/weaveworks-common v0.0.0-20210326192855-c95210d58ba7 +# github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace => github.com/open-telemetry/opentelemetry-collector-contrib/pkg/batchpertrace v0.21.0