6.1 KiB
Observe Service Mesh through ALS
Envoy Access Log Service (ALS) provides full logs about RPC routed, including HTTP and TCP.
Background
The solution was initialized and firstly implemented by Sheng Wu, Hongtao Gao, Lizan Zhou, and Dhi Aurrahman at 17 May. 2019, and was presented on KubeCon China 2019. Here is the recorded video.
SkyWalking is the first open source project introducing this ALS based solution to the world. This provides a new way with very low payload to service mesh, but the same observability.
Enable ALS and SkyWalking Receiver
You need the following steps to set up ALS.
-
Enable
envoyAccessLogServicein ProxyConfig and set the ALS address to where SkyWalking OAP listens. On Istio version 1.6.0+, if Istio is installed withdemoprofile, you can enable ALS with command:istioctl manifest apply \ --set profile=demo \ --set meshConfig.enableEnvoyAccessLogService=true \ --set meshConfig.defaultConfig.envoyAccessLogService.address=<skywalking-oap.skywalking.svc:11800>Note: Replace
<skywalking-oap.skywalking.svc:11800>with the real address where SkyWalking OAP is deployed. -
Activate SkyWalking Envoy Receiver. This is activated by default.
-
Choose an ALS analyzer. There are two available analyzers,
k8s-meshandmx-meshfor both HTTP access logs and TCP access logs. Set the system environment variable SW_ENVOY_METRIC_ALS_HTTP_ANALYSIS and SW_ENVOY_METRIC_ALS_TCP_ANALYSIS such asSW_ENVOY_METRIC_ALS_HTTP_ANALYSIS=mx-mesh,SW_ENVOY_METRIC_ALS_TCP_ANALYSIS=mx-meshor in theapplication.yamlto activate the analyzer. For more about the analyzers, see SkyWalking ALS Analyzersenvoy-metric: selector: ${SW_ENVOY_METRIC:default} default: acceptMetricsService: ${SW_ENVOY_METRIC_SERVICE:true} alsHTTPAnalysis: ${SW_ENVOY_METRIC_ALS_HTTP_ANALYSIS:""} # Setting the system env variable would override this. alsTCPAnalysis: ${SW_ENVOY_METRIC_ALS_TCP_ANALYSIS:""}To use multiple analyzers as a fallback,please use
,to concatenate.
Example
Here's an example to install Istio and deploy SkyWalking by Helm chart.
istioctl install \
--set profile=demo \
--set meshConfig.enableEnvoyAccessLogService=true \
--set meshConfig.defaultConfig.envoyAccessLogService.address=skywalking-oap.istio-system:11800
git clone https://github.com/apache/skywalking-kubernetes.git
cd skywalking-kubernetes/chart
helm repo add elastic https://helm.elastic.co
helm dep up skywalking
helm install 8.1.0 skywalking -n istio-system \
--set oap.env.SW_ENVOY_METRIC_ALS_HTTP_ANALYSIS=mx-mesh \
--set oap.env.SW_ENVOY_METRIC_ALS_TCP_ANALYSIS=mx-mesh \
--set fullnameOverride=skywalking \
--set oap.envoy.als.enabled=true
You can use kubectl -n istio-system logs -l app=skywalking | grep "K8sALSServiceMeshHTTPAnalysis" to ensure OAP ALS mx-mesh analyzer has been activated.
SkyWalking ALS Analyzers
There are several available analyzers, k8s-mesh, mx-mesh and persistence, you can specify one or more
analyzers to analyze the access logs. When multiple analyzers are specified, it acts as a fast-success mechanism:
SkyWalking loops over the analyzers and use it to analyze the logs, once there is an analyzer that is able to produce a
result, it stops the loop.
k8s-mesh
k8s-mesh uses the metadata from Kubernetes cluster, hence in this analyzer OAP needs access roles to Pod, Service, and Endpoints.
The blog illustrates the detail of how it works, and a step-by-step tutorial to apply it into the bookinfo application.
mx-mesh
mx-mesh uses the Envoy metadata exchange mechanism to get the service name, etc.,
this analyzer requires Istio to enable the metadata exchange plugin (you can enable it by --set values.telemetry.v2.enabled=true,
or if you're using Istio 1.7+ and installing it with profile demo/preview, it should be enabled then).
The blog illustrates the detail of how it works, and a step-by-step tutorial to apply it into the Online Boutique system.
persistence
persistence analyzer adapts the Envoy access log format to
SkyWalking's native log format
, and forwards the formatted logs to LAL, where you can configure persistent
conditions, such as sampler, only persist error logs, etc. SkyWalking provides a default configuration
file envoy-als.yaml that you can
adjust as per your needs. Please make sure to activate this rule via adding the rule name envoy-als
into config item log-analyzer/default/lalFiles (or environment variable SW_LOG_LAL_FILES,
e.g. SW_LOG_LAL_FILES=envoy-als).
Attention: because persistence analyzer also needs a mechanism to map the logs into responding services, hence,
you need to configure at least one of k8s-mesh or mx-mesh as its antecedent so that persistence analyzer knows
which service the logs belong to. For example, you should set envoy-metric/default/alsHTTPAnalysis (or environment
variable SW_ENVOY_METRIC_ALS_HTTP_ANALYSIS) to something like k8s-mesh,persistence, mx-mesh,persistence
or mx-mesh,k8s-mesh,persistence.