2018 Posts

Exporting Logs to BigQuery, GCS, Pub/Sub through Stackdriver

By Nupur Garg and Douglas Reid / July 9, 2018

This post shows how to direct Istio logs to Stackdriver and export those logs to various configured sinks such as such as BigQuery, Google Cloud Storage(GCS) or Cloud Pub/Sub. At the end of this post you can perform analytics on Istio data from your favorite places such as BigQuery, GCS or Cloud Pub/Sub.

The Bookinfo sample application is used as the example application throughout this task.

Before you begin

Install Istio in your cluster and deploy an application.

Configuring Istio to export logs

Istio exports logs using the logentry template. This specifies all the variables that are available for analysis. It contains information like source service, destination service, auth metrics (coming..) among others. Following is a diagram of the pipeline:

Diagram of exporting logs from Istio to Stackdriver for analysis
Diagram of exporting logs from Istio to Stackdriver for analysis

Istio supports exporting logs to Stackdriver which can in turn be configured to export logs to your favorite sink like BigQuery, Pub/Sub or GCS. Please follow the steps below to setup your favorite sink for exporting logs first and then Stackdriver in Istio.

Setting up various log sinks

Common setup for all sinks:

  1. Enable Stackdriver Monitoring API for the project.
  2. Make sure principalEmail that would be setting up the sink has write access to the project and Logging Admin role permissions.
  3. Make sure the GOOGLE_APPLICATION_CREDENTIALS environment variable is set. Please follow instructions here to set it up.

BigQuery

  1. Create a BigQuery dataset as a destination for the logs export.
  2. Record the ID of the dataset. It will be needed to configure the Stackdriver handler. It would be of the form bigquery.googleapis.com/projects/[PROJECT_ID]/datasets/[DATASET_ID]
  3. Give sink’s writer identity: `cloud-logs@system.gserviceaccount.com` BigQuery Data Editor role in IAM.
  4. If using Google Kubernetes Engine, make sure bigquery Scope is enabled on the cluster.

Google Cloud Storage (GCS)

  1. Create a GCS bucket where you would like logs to get exported in GCS.
  2. Recode the ID of the bucket. It will be needed to configure Stackdriver. It would be of the form storage.googleapis.com/[BUCKET_ID]
  3. Give sink’s writer identity: `cloud-logs@system.gserviceaccount.com` Storage Object Creator role in IAM.

Google Cloud Pub/Sub

  1. Create a topic where you would like logs to get exported in Google Cloud Pub/Sub.
  2. Recode the ID of the topic. It will be needed to configure Stackdriver. It would be of the form pubsub.googleapis.com/projects/[PROJECT_ID]/topics/[TOPIC_ID]
  3. Give sink’s writer identity: `cloud-logs@system.gserviceaccount.com` Pub/Sub Publisher role in IAM.
  4. If using Google Kubernetes Engine, make sure pubsub Scope is enabled on the cluster.

Setting up Stackdriver

A Stackdriver handler must be created to export data to Stackdriver. The configuration for a Stackdriver handler is described here.

  1. Save the following yaml file as stackdriver.yaml. Replace <project_id>, <sink_id>, <sink_destination>, <log_filter> with their specific values.

    apiVersion: "config.istio.io/v1alpha2"
kind: stackdriver
metadata:
  name: handler
  namespace: istio-system
spec:
  # We'll use the default value from the adapter, once per minute, so we don't need to supply a value.
  # pushInterval: 1m
  # Must be supplied for the Stackdriver adapter to work
  project_id: "<project_id>"
  # One of the following must be set; the preferred method is `appCredentials`, which corresponds to
  # Google Application Default Credentials.
  # If none is provided we default to app credentials.
  # appCredentials:
  # apiKey:
  # serviceAccountPath:
  # Describes how to map Istio logs into Stackdriver.
  logInfo:
    accesslog.logentry.istio-system:
      payloadTemplate: '{{or (.sourceIp) "-"}} - {{or (.sourceUser) "-"}} [{{or (.timestamp.Format "02/Jan/2006:15:04:05 -0700") "-"}}] "{{or (.method) "-"}} {{or (.url) "-"}} {{or (.protocol) "-"}}" {{or (.responseCode) "-"}} {{or (.responseSize) "-"}}'
      httpMapping:
        url: url
        status: responseCode
        requestSize: requestSize
        responseSize: responseSize
        latency: latency
        localIp: sourceIp
        remoteIp: destinationIp
        method: method
        userAgent: userAgent
        referer: referer
      labelNames:
      - sourceIp
      - destinationIp
      - sourceService
      - sourceUser
      - sourceNamespace
      - destinationIp
      - destinationService
      - destinationNamespace
      - apiClaims
      - apiKey
      - protocol
      - method
      - url
      - responseCode
      - responseSize
      - requestSize
      - latency
      - connectionMtls
      - userAgent
      - responseTimestamp
      - receivedBytes
      - sentBytes
      - referer
      sinkInfo:
        id: '<sink_id>'
        destination: '<sink_destination>'
        filter: '<log_filter>'
---
apiVersion: "config.istio.io/v1alpha2"
kind: rule
metadata:
  name: stackdriver
  namespace: istio-system
spec:
  match: "true" # If omitted match is true.
  actions:
  - handler: handler.stackdriver
    instances:
    - accesslog.logentry
---

  2. Push the configuration

    $ kubectl apply -f stackdriver.yaml
stackdriver "handler" created
rule "stackdriver" created
logentry "stackdriverglobalmr" created
metric "stackdriverrequestcount" created
metric "stackdriverrequestduration" created
metric "stackdriverrequestsize" created
metric "stackdriverresponsesize" created

  3. Send traffic to the sample application.

    For the Bookinfo sample, visit http://$GATEWAY_URL/productpage in your web browser or issue the following command:

    $ curl http://$GATEWAY_URL/productpage

  4. Verify that logs are flowing through Stackdriver to the configured sink.

    • Stackdriver: Navigate to the Stackdriver Logs Viewer for your project and look under “GKE Container” -> “Cluster Name” -> “Namespace Id” for Istio Access logs.
    • BigQuery: Navigate to the BigQuery Interface for your project and you should find a table with prefix accesslog_logentry_istio in your sink dataset.
    • GCS: Navigate to the Storage Browser for your project and you should find a bucket named accesslog.logentry.istio-system in your sink bucket.
    • Pub/Sub: Navigate to the Pub/Sub TopicList for your project and you should find a topic for accesslog in your sink topic.

Understanding what happened

Stackdriver.yaml file above configured Istio to send accesslogs to Stackdriver and then added a sink configuration where these logs could be exported. In detail as follows:

  1. Added a handler of kind stackdriver

    apiVersion: "config.istio.io/v1alpha2"
kind: stackdriver
metadata:
  name: handler
  namespace: <your defined namespace>

  2. Added logInfo in spec

    spec:
  logInfo: accesslog.logentry.istio-system:
    labelNames:
    - sourceIp
    - destinationIp
    ...
    ...
    sinkInfo:
      id: '<sink_id>'
      destination: '<sink_destination>'
      filter: '<log_filter>'

    In the above configuration sinkInfo contains information about the sink where you want the logs to get exported to. For more information on how this gets filled for different sinks please refer here.

  3. Added a rule for Stackdriver

    apiVersion: "config.istio.io/v1alpha2"
kind: rule
metadata:
  name: stackdriver
  namespace: istio-system spec:
  match: "true" # If omitted match is true
actions:
- handler: handler.stackdriver
  instances:
  - accesslog.logentry

Cleanup

  • Remove the new Stackdriver configuration:

    $ kubectl delete -f stackdriver.yaml

  • If you are not planning to explore any follow-on tasks, refer to the Bookinfo cleanup instructions to shutdown the application.

Availability of logs in export sinks

Export to BigQuery is within minutes (we see it to be almost instant), GCS can have a delay of 2 to 12 hours and Pub/Sub is almost immediately.


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