Customizing Istio Metrics
This task shows you how to customize the metrics that Istio generates.
Istio generates telemetry that various dashboards consume to help you visualize your mesh. For example, dashboards that support Istio include:
By default, Istio defines and generates a set of standard metrics (e.g. requests_total
), but you can also customize them and create new metrics.
Custom statistics configuration
Istio uses the Envoy proxy to generate metrics and provides its configuration in the EnvoyFilter
at manifests/charts/istio-control/istio-discovery/templates/telemetryv2_1.6.yaml
.
Configuring custom statistics involves two sections of the EnvoyFilter
: definitions
and metrics
. The definitions
section supports creating new metrics by name, the expected value expression, and the metric type (counter
, gauge
, and histogram
). The metrics
section provides values for the metric dimensions as expressions, and allows you to remove or override the existing metric dimensions. You can modify the standard metric definitions using tags_to_remove
or by re-defining a dimension.
For more information, see Stats Config reference.
Before you begin
Install Istio in your cluster and deploy an application. Alternatively, you can set up custom statistics as part of the Istio installation.
Enable custom metrics
Edit the the EnvoyFilter
to add or modify dimensions and metrics. Then, add annotations to all the Istio-enabled pods to extract the new or modified dimensions.
Find the
stats-filter-1.6
EnvoyFilter
resource from theistio-system
namespace, using the following command:$ kubectl -n istio-system get envoyfilter | grep ^stats-filter-1.6
stats-filter-1.6 2d
Create a local file system copy of the
EnvoyFilter
configuration, using the following command:$ kubectl -n istio-system get envoyfilter stats-filter-1.6 -o yaml > stats-filter-1.6.yaml
Open
stats-filter-1.6.yaml
with a text editor and locate theenvoy.wasm.stats
extension configuration. The default configuration is in theconfiguration
section and looks like this example:{
"debug": "false",
"stat_prefix": "istio"
}
Edit
stats-filter-1.6.yaml
and modify the configuration section for each instance of the extension configuration. For example, to adddestination_port
andrequest_host
dimensions to the standardrequests_total
metric, change the configuration section to look like the following. Istio automatically prefixes all metric names withistio_
, so omit the prefix from the name field in the metric specification.{
"debug": "false",
"stat_prefix": "istio",
"metrics": [
{
"name": "requests_total",
"dimensions": {
"destination_port": "string(destination.port)",
"request_host": "request.host"
}
}
]
}
Save
stats-filter-1.6.yaml
and then apply the configuration using the following command:$ kubectl -n istio-system apply -f stats-filter-1.6.yaml
Apply the following annotation to all injected pods with the list of the dimensions to extract into a Prometheus time series using the following command:
This step is needed only if your dimensions are not already in DefaultStatTags list
apiVersion: extensions/v1beta1
kind: Deployment
spec:
template:
metadata:
annotations:
sidecar.istio.io/extraStatTags: destination_port,request_host
Verify the results
Use the following command to verify that Istio generates the data for your new or modified dimensions:
$ kubectl exec pod-name -c istio-proxy -- curl 'localhost:15000/stats/prometheus' | grep istio
For example, in the output, locate the metric istio_requests_total
and verify it contains your new dimension.
Use expressions for values
The values in the metric configuration are common expressions, which means you must double-quote strings in JSON, e.g. “‘string value’”. Unlike Mixer expression language, there is no support for the pipe (|
) operator, but you can emulate it with the has
or in
operator, for example:
has(request.host) ? request.host : "unknown"
For more information, see Common Expression Language.
Istio exposes all standard Envoy attributes. Additionally, you can use the following extra attributes.
Attribute | Type | Value |
---|---|---|
listener_direction | int64 | Enumeration value for listener direction |
listener_metadata | metadata | Per-listener metadata |
route_metadata | metadata | Per-route metadata |
cluster_metadata | metadata | Per-cluster metadata |
node | node | Node description |
cluster_name | string | Upstream cluster name |
route_name | string | Route name |
filter_state | map[string, bytes] | Per-filter state blob |
plugin_name | string | Wasm extension name |
plugin_root_id | string | Wasm root instance ID |
plugin_vm_id | string | Wasm VM ID |
For more information, see configuration reference.
See also
Classifying Metrics Based on Request or Response (Experimental)
This task shows you how to improve telemetry by grouping requests and responses by their type.
This task shows you how to configure Istio’s Mixer to collect and customize metrics.
Collecting Metrics for TCP Services
This task shows you how to configure Istio to collect metrics for TCP services.
Collecting Metrics for TCP services with Mixer
This task shows you how to configure Istio’s Mixer to collect metrics for TCP services.
Querying Metrics from Prometheus
This task shows you how to query for Istio Metrics using Prometheus.
Improving availability and reducing latency.