Tuesday, October 10, 2017
Request Routing and Policy Management with the Istio Service Mesh
Editor’s note: Today’s post by Frank Budinsky, Software Engineer, IBM, Andra Cismaru, Software Engineer, Google, and Israel Shalom, Product Manager, Google, is the second post in a three-part series on Istio. It offers a closer look at request routing and policy management.
In a previous article, we looked at a simple application (Bookinfo) that is composed of four separate microservices. The article showed how to deploy an application with Kubernetes and an Istio-enabled cluster without changing any application code. The article also outlined how to view Istio provided L7 metrics on the running services.
This article follows up by taking a deeper look at Istio using Bookinfo. Specifically, we’ll look at two more features of Istio: request routing and policy management.
Running the Bookinfo Application
As before, we run the v1 version of the Bookinfo application. After installing Istio in our cluster, we start the app defined in bookinfo-v1.yaml using the following command:
kubectl apply -f \<(istioctl kube-inject -f bookinfo-v1.yaml)
We created an Ingress resource for the app:
cat \<\<EOF | kubectl create -f -
apiVersion: extensions/v1beta1
kind: Ingress
metadata:
name: bookinfo
annotations:
kubernetes.io/ingress.class: "istio"
spec:
rules:
- http:
paths:
- path: /productpage
backend:
serviceName: productpage
servicePort: 9080
- path: /login
backend:
serviceName: productpage
servicePort: 9080
- path: /logout
backend:
serviceName: productpage
servicePort: 9080
EOF
Then we retrieved the NodePort address of the Istio Ingress controller:
export BOOKINFO\_URL=$(kubectl get po -n istio-system -l istio=ingress -o jsonpath={.items[0].status.hostIP}):$(kubectl get svc -n istio-system istio-ingress -o jsonpath={.spec.ports[0].nodePort})
Finally, we pointed our browser to http://$BOOKINFO_URL/productpage, to see the running v1 application:
HTTP request routing
Existing container orchestration platforms like Kubernetes, Mesos, and other microservice frameworks allow operators to control when a particular set of pods/VMs should receive traffic (e.g., by adding/removing specific labels). Unlike existing techniques, Istio decouples traffic flow and infrastructure scaling. This allows Istio to provide a variety of traffic management features that reside outside the application code, including dynamic HTTP request routing for A/B testing, canary releases, gradual rollouts, failure recovery using timeouts, retries, circuit breakers, and fault injection to test compatibility of failure recovery policies across services.
To demonstrate, we’ll deploy v2 of the reviews service and use Istio to make it visible only for a specific test user. We can create a Kubernetes deployment, reviews-v2, with this YAML file:
apiVersion: extensions/v1beta1
kind: Deployment
metadata:
name: reviews-v2
spec:
replicas: 1
template:
metadata:
labels:
app: reviews
version: v2
spec:
containers:
- name: reviews
image: istio/examples-bookinfo-reviews-v2:0.2.3
imagePullPolicy: IfNotPresent
ports:
- containerPort: 9080
From a Kubernetes perspective, the v2 deployment adds additional pods that the reviews service selector includes in the round-robin load balancing algorithm. This is also the default behavior for Istio.
Before we start reviews:v2, we’ll start the last of the four Bookinfo services, ratings, which is used by the v2 version to provide ratings stars corresponding to each review:
kubectl apply -f \<(istioctl kube-inject -f bookinfo-ratings.yaml)
If we were to start reviews:v2 now, we would see browser responses alternating between v1 (reviews with no corresponding ratings) and v2 (review with black rating stars). This will not happen, however, because we’ll use Istio’s traffic management feature to control traffic.
With Istio, new versions don’t need to become visible based on the number of running pods. Version visibility is controlled instead by rules that specify the exact criteria. To demonstrate, we start by using Istio to specify that we want to send 100% of reviews traffic to v1 pods only.
Immediately setting a default rule for every service in the mesh is an Istio best practice. Doing so avoids accidental visibility of newer, potentially unstable versions. For the purpose of this demonstration, however, we’ll only do it for the reviews service:
cat \<\<EOF | istioctl create -f -
apiVersion: config.istio.io/v1alpha2
kind: RouteRule
metadata:
name: reviews-default
spec:
destination:
name: reviews
route:
- labels:
version: v1
weight: 100
EOF
This command directs the service mesh to send 100% of traffic for the reviews service to pods with the label “version: v1”. With this rule in place, we can safely deploy the v2 version without exposing it.
kubectl apply -f \<(istioctl kube-inject -f bookinfo-reviews-v2.yaml)
Refreshing the Bookinfo web page confirms that nothing has changed.
At this point we have all kinds of options for how we might want to expose reviews:v2. If for example we wanted to do a simple canary test, we could send 10% of the traffic to v2 using a rule like this:
apiVersion: config.istio.io/v1alpha2
kind: RouteRule
metadata:
name: reviews-default
spec:
destination:
name: reviews
route:
- labels:
version: v2
weight: 10
- labels:
version: v1
weight: 90
A better approach for early testing of a service version is to instead restrict access to it much more specifically. To demonstrate, we’ll set a rule to only make reviews:v2 visible to a specific test user. We do this by setting a second, higher priority rule that will only be applied if the request matches a specific condition:
cat \<\<EOF | istioctl create -f -
apiVersion: config.istio.io/v1alpha2
kind: RouteRule
metadata:
name: reviews-test-v2
spec:
destination:
name: reviews
precedence: 2
match:
request:
headers:
cookie:
regex: "^(.\*?;)?(user=jason)(;.\*)?$"
route:
- labels:
version: v2
weight: 100
EOF
Here we’re specifying that the request headers need to include a user cookie with value “tester” as the condition. If this rule is not matched, we fall back to the default routing rule for v1.
If we login to the Bookinfo UI with the user name “tester” (no password needed), we will now see version v2 of the application (each review includes 1-5 black rating stars). Every other user is unaffected by this change.
Once the v2 version has been thoroughly tested, we can use Istio to proceed with a canary test using the rule shown previously, or we can simply migrate all of the traffic from v1 to v2, optionally in a gradual fashion by using a sequence of rules with weights less than 100 (for example: 10, 20, 30, … 100). This traffic control is independent of the number of pods implementing each version. If, for example, we had auto scaling in place, and high traffic volumes, we would likely see a corresponding scale up of v2 and scale down of v1 pods happening independently at the same time. For more about version routing with autoscaling, check out “Canary Deployments using Istio”.
In our case, we’ll send all of the traffic to v2 with one command:
cat \<\<EOF | istioctl replace -f -
apiVersion: config.istio.io/v1alpha2
kind: RouteRule
metadata:
name: reviews-default
spec:
destination:
name: reviews
route:
- labels:
version: v2
weight: 100
EOF
We should also remove the special rule we created for the tester so that it doesn’t override any future rollouts we decide to do:
istioctl delete routerule reviews-test-v2
In the Bookinfo UI, we’ll see that we are now exposing the v2 version of reviews to all users.
Policy enforcement
Istio provides policy enforcement functions, such as quotas, precondition checking, and access control. We can demonstrate Istio’s open and extensible framework for policies with an example: rate limiting.
Let’s pretend that the Bookinfo ratings service is an external paid service–for example, Rotten Tomatoes®–with a free quota of 1 request per second (req/sec). To make sure the application doesn’t exceed this limit, we’ll specify an Istio policy to cut off requests once the limit is reached. We’ll use one of Istio’s built-in policies for this purpose.
To set a 1 req/sec quota, we first configure a memquota handler with rate limits:
cat \<\<EOF | istioctl create -f -
apiVersion: "config.istio.io/v1alpha2"
kind: memquota
metadata:
name: handler
namespace: default
spec:
quotas:
- name: requestcount.quota.default
maxAmount: 5000
validDuration: 1s
overrides:
- dimensions:
destination: ratings
maxAmount: 1
validDuration: 1s
EOF
Then we create a quota instance that maps incoming attributes to quota dimensions, and create a rule that uses it with the memquota handler:
cat \<\<EOF | istioctl create -f -
apiVersion: "config.istio.io/v1alpha2"
kind: quota
metadata:
name: requestcount
namespace: default
spec:
dimensions:
source: source.labels["app"] | source.service | "unknown"
sourceVersion: source.labels["version"] | "unknown"
destination: destination.labels["app"] | destination.service | "unknown"
destinationVersion: destination.labels["version"] | "unknown"
---
apiVersion: "config.istio.io/v1alpha2"
kind: rule
metadata:
name: quota
namespace: default
spec:
actions:
- handler: handler.memquota
instances:
- requestcount.quota
EOF
To see the rate limiting in action, we’ll generate some load on the application:
wrk -t1 -c1 -d20s http://$BOOKINFO\_URL/productpage
In the web browser, we’ll notice that while the load generator is running (i.e., generating more than 1 req/sec), browser traffic is cut off. Instead of the black stars next to each review, the page now displays a message indicating that ratings are not currently available.
Stopping the load generator means the limit will no longer be exceeded: the black stars return when we refresh the page.
Summary
We’ve shown you how to introduce advanced features like HTTP request routing and policy injection into a service mesh configured with Istio without restarting any of the services. This lets you develop and deploy without worrying about the ongoing management of the service mesh; service-wide policies can always be added later.
In the next and last installment of this series, we’ll focus on Istio’s security and authentication capabilities. We’ll discuss how to secure all interservice communications in a mesh, even against insiders with access to the network, without any changes to the application code or the deployment.
- Introducing kustomize; Template-free Configuration Customization for Kubernetes May 29
- Getting to Know Kubevirt May 22
- Gardener - The Kubernetes Botanist May 17
- Docs are Migrating from Jekyll to Hugo May 5
- Announcing Kubeflow 0.1 May 4
- Current State of Policy in Kubernetes May 2
- Developing on Kubernetes May 1
- Zero-downtime Deployment in Kubernetes with Jenkins Apr 30
- Kubernetes Community - Top of the Open Source Charts in 2017 Apr 25
- Local Persistent Volumes for Kubernetes Goes Beta Apr 13
- Container Storage Interface (CSI) for Kubernetes Goes Beta Apr 10
- Fixing the Subpath Volume Vulnerability in Kubernetes Apr 4
- Principles of Container-based Application Design Mar 15
- Expanding User Support with Office Hours Mar 14
- How to Integrate RollingUpdate Strategy for TPR in Kubernetes Mar 13
- Apache Spark 2.3 with Native Kubernetes Support Mar 6
- Kubernetes: First Beta Version of Kubernetes 1.10 is Here Mar 2
- Reporting Errors from Control Plane to Applications Using Kubernetes Events Jan 25
- Core Workloads API GA Jan 15
- Introducing client-go version 6 Jan 12
- Extensible Admission is Beta Jan 11
- Introducing Container Storage Interface (CSI) Alpha for Kubernetes Jan 10
- Kubernetes v1.9 releases beta support for Windows Server Containers Jan 9
- Five Days of Kubernetes 1.9 Jan 8
- Introducing Kubeflow - A Composable, Portable, Scalable ML Stack Built for Kubernetes Dec 21
- Kubernetes 1.9: Apps Workloads GA and Expanded Ecosystem Dec 15
- Using eBPF in Kubernetes Dec 7
- PaddlePaddle Fluid: Elastic Deep Learning on Kubernetes Dec 6
- Autoscaling in Kubernetes Nov 17
- Certified Kubernetes Conformance Program: Launch Celebration Round Up Nov 16
- Kubernetes is Still Hard (for Developers) Nov 15
- Securing Software Supply Chain with Grafeas Nov 3
- Containerd Brings More Container Runtime Options for Kubernetes Nov 2
- Kubernetes the Easy Way Nov 1
- Enforcing Network Policies in Kubernetes Oct 30
- Using RBAC, Generally Available in Kubernetes v1.8 Oct 28
- It Takes a Village to Raise a Kubernetes Oct 26
- kubeadm v1.8 Released: Introducing Easy Upgrades for Kubernetes Clusters Oct 25
- Five Days of Kubernetes 1.8 Oct 24
- Introducing Software Certification for Kubernetes Oct 19
- Request Routing and Policy Management with the Istio Service Mesh Oct 10
- Kubernetes Community Steering Committee Election Results Oct 5
- Kubernetes 1.8: Security, Workloads and Feature Depth Sep 29
- Kubernetes StatefulSets & DaemonSets Updates Sep 27
- Introducing the Resource Management Working Group Sep 21
- Windows Networking at Parity with Linux for Kubernetes Sep 8
- Kubernetes Meets High-Performance Computing Aug 22
- High Performance Networking with EC2 Virtual Private Clouds Aug 11
- Kompose Helps Developers Move Docker Compose Files to Kubernetes Aug 10
- Happy Second Birthday: A Kubernetes Retrospective Jul 28
- How Watson Health Cloud Deploys Applications with Kubernetes Jul 14
- Kubernetes 1.7: Security Hardening, Stateful Application Updates and Extensibility Jun 30
- Draft: Kubernetes container development made easy May 31
- Managing microservices with the Istio service mesh May 31
- Kubespray Ansible Playbooks foster Collaborative Kubernetes Ops May 19
- Kubernetes: a monitoring guide May 19
- Dancing at the Lip of a Volcano: The Kubernetes Security Process - Explained May 18
- How Bitmovin is Doing Multi-Stage Canary Deployments with Kubernetes in the Cloud and On-Prem Apr 21
- RBAC Support in Kubernetes Apr 6
- Configuring Private DNS Zones and Upstream Nameservers in Kubernetes Apr 4
- Advanced Scheduling in Kubernetes Mar 31
- Scalability updates in Kubernetes 1.6: 5,000 node and 150,000 pod clusters Mar 30
- Five Days of Kubernetes 1.6 Mar 29
- Dynamic Provisioning and Storage Classes in Kubernetes Mar 29
- Kubernetes 1.6: Multi-user, Multi-workloads at Scale Mar 28
- The K8sPort: Engaging Kubernetes Community One Activity at a Time Mar 24
- Deploying PostgreSQL Clusters using StatefulSets Feb 24
- Containers as a Service, the foundation for next generation PaaS Feb 21
- Inside JD.com's Shift to Kubernetes from OpenStack Feb 10
- Run Deep Learning with PaddlePaddle on Kubernetes Feb 8
- Highly Available Kubernetes Clusters Feb 2
- Running MongoDB on Kubernetes with StatefulSets Jan 30
- Fission: Serverless Functions as a Service for Kubernetes Jan 30
- How we run Kubernetes in Kubernetes aka Kubeception Jan 20
- Scaling Kubernetes deployments with Policy-Based Networking Jan 19
- A Stronger Foundation for Creating and Managing Kubernetes Clusters Jan 12
- Kubernetes UX Survey Infographic Jan 9
- Kubernetes supports OpenAPI Dec 23
- Cluster Federation in Kubernetes 1.5 Dec 22
- Windows Server Support Comes to Kubernetes Dec 21
- StatefulSet: Run and Scale Stateful Applications Easily in Kubernetes Dec 20
- Introducing Container Runtime Interface (CRI) in Kubernetes Dec 19
- Five Days of Kubernetes 1.5 Dec 19
- Kubernetes 1.5: Supporting Production Workloads Dec 13
- From Network Policies to Security Policies Dec 8
- Kompose: a tool to go from Docker-compose to Kubernetes Nov 22
- Kubernetes Containers Logging and Monitoring with Sematext Nov 18
- Visualize Kubelet Performance with Node Dashboard Nov 17
- CNCF Partners With The Linux Foundation To Launch New Kubernetes Certification, Training and Managed Service Provider Program Nov 8
- Modernizing the Skytap Cloud Micro-Service Architecture with Kubernetes Nov 7
- Bringing Kubernetes Support to Azure Container Service Nov 7
- Tail Kubernetes with Stern Oct 31
- Introducing Kubernetes Service Partners program and a redesigned Partners page Oct 31
- How We Architected and Run Kubernetes on OpenStack at Scale at Yahoo! JAPAN Oct 24
- Building Globally Distributed Services using Kubernetes Cluster Federation Oct 14
- Helm Charts: making it simple to package and deploy common applications on Kubernetes Oct 10
- Dynamic Provisioning and Storage Classes in Kubernetes Oct 7
- How we improved Kubernetes Dashboard UI in 1.4 for your production needs Oct 3
- How we made Kubernetes insanely easy to install Sep 28
- How Qbox Saved 50% per Month on AWS Bills Using Kubernetes and Supergiant Sep 27
- Kubernetes 1.4: Making it easy to run on Kubernetes anywhere Sep 26
- High performance network policies in Kubernetes clusters Sep 21
- Creating a PostgreSQL Cluster using Helm Sep 9
- Deploying to Multiple Kubernetes Clusters with kit Sep 6
- Cloud Native Application Interfaces Sep 1
- Security Best Practices for Kubernetes Deployment Aug 31
- Scaling Stateful Applications using Kubernetes Pet Sets and FlexVolumes with Datera Elastic Data Fabric Aug 29
- SIG Apps: build apps for and operate them in Kubernetes Aug 16
- Kubernetes Namespaces: use cases and insights Aug 16
- Create a Couchbase cluster using Kubernetes Aug 15
- Challenges of a Remotely Managed, On-Premises, Bare-Metal Kubernetes Cluster Aug 2
- Why OpenStack's embrace of Kubernetes is great for both communities Jul 26
- The Bet on Kubernetes, a Red Hat Perspective Jul 21
- Happy Birthday Kubernetes. Oh, the places you’ll go! Jul 21
- A Very Happy Birthday Kubernetes Jul 21
- Bringing End-to-End Kubernetes Testing to Azure (Part 2) Jul 18
- Steering an Automation Platform at Wercker with Kubernetes Jul 15
- Dashboard - Full Featured Web Interface for Kubernetes Jul 15
- Cross Cluster Services - Achieving Higher Availability for your Kubernetes Applications Jul 14
- Citrix + Kubernetes = A Home Run Jul 14
- Thousand Instances of Cassandra using Kubernetes Pet Set Jul 13
- Stateful Applications in Containers!? Kubernetes 1.3 Says “Yes!” Jul 13
- Kubernetes in Rancher: the further evolution Jul 12
- Autoscaling in Kubernetes Jul 12
- rktnetes brings rkt container engine to Kubernetes Jul 11
- Minikube: easily run Kubernetes locally Jul 11
- Five Days of Kubernetes 1.3 Jul 11
- Updates to Performance and Scalability in Kubernetes 1.3 -- 2,000 node 60,000 pod clusters Jul 7
- Kubernetes 1.3: Bridging Cloud Native and Enterprise Workloads Jul 6
- Container Design Patterns Jun 21
- The Illustrated Children's Guide to Kubernetes Jun 9
- Bringing End-to-End Kubernetes Testing to Azure (Part 1) Jun 6
- Hypernetes: Bringing Security and Multi-tenancy to Kubernetes May 24
- CoreOS Fest 2016: CoreOS and Kubernetes Community meet in Berlin (& San Francisco) May 3
- Introducing the Kubernetes OpenStack Special Interest Group Apr 22
- SIG-UI: the place for building awesome user interfaces for Kubernetes Apr 20
- SIG-ClusterOps: Promote operability and interoperability of Kubernetes clusters Apr 19
- SIG-Networking: Kubernetes Network Policy APIs Coming in 1.3 Apr 18
- How to deploy secure, auditable, and reproducible Kubernetes clusters on AWS Apr 15
- Container survey results - March 2016 Apr 8
- Adding Support for Kubernetes in Rancher Apr 8
- Configuration management with Containers Apr 4
- Using Deployment objects with Kubernetes 1.2 Apr 1
- Kubernetes 1.2 and simplifying advanced networking with Ingress Mar 31
- Using Spark and Zeppelin to process big data on Kubernetes 1.2 Mar 30
- Building highly available applications using Kubernetes new multi-zone clusters (a.k.a. 'Ubernetes Lite') Mar 29
- AppFormix: Helping Enterprises Operationalize Kubernetes Mar 29
- How container metadata changes your point of view Mar 28
- Five Days of Kubernetes 1.2 Mar 28
- 1000 nodes and beyond: updates to Kubernetes performance and scalability in 1.2 Mar 28
- Scaling neural network image classification using Kubernetes with TensorFlow Serving Mar 23
- Kubernetes 1.2: Even more performance upgrades, plus easier application deployment and management Mar 17
- Kubernetes in the Enterprise with Fujitsu’s Cloud Load Control Mar 11
- ElasticBox introduces ElasticKube to help manage Kubernetes within the enterprise Mar 11
- State of the Container World, February 2016 Mar 1
- Kubernetes Community Meeting Notes - 20160225 Mar 1
- KubeCon EU 2016: Kubernetes Community in London Feb 24
- Kubernetes Community Meeting Notes - 20160218 Feb 23
- Kubernetes Community Meeting Notes - 20160211 Feb 16
- ShareThis: Kubernetes In Production Feb 11
- Kubernetes Community Meeting Notes - 20160204 Feb 9
- Kubernetes Community Meeting Notes - 20160128 Feb 2
- State of the Container World, January 2016 Feb 1
- Kubernetes Community Meeting Notes - 20160121 Jan 28
- Kubernetes Community Meeting Notes - 20160114 Jan 28
- Why Kubernetes doesn’t use libnetwork Jan 14
- Simple leader election with Kubernetes and Docker Jan 11
- Creating a Raspberry Pi cluster running Kubernetes, the installation (Part 2) Dec 22
- Managing Kubernetes Pods, Services and Replication Controllers with Puppet Dec 17
- How Weave built a multi-deployment solution for Scope using Kubernetes Dec 12
- Creating a Raspberry Pi cluster running Kubernetes, the shopping list (Part 1) Nov 25
- Monitoring Kubernetes with Sysdig Nov 19
- One million requests per second: Dependable and dynamic distributed systems at scale Nov 11
- Kubernetes 1.1 Performance upgrades, improved tooling and a growing community Nov 9
- Kubernetes as Foundation for Cloud Native PaaS Nov 3
- Some things you didn’t know about kubectl Oct 28
- Kubernetes Performance Measurements and Roadmap Sep 10
- Using Kubernetes Namespaces to Manage Environments Aug 28
- Weekly Kubernetes Community Hangout Notes - July 31 2015 Aug 4
- The Growing Kubernetes Ecosystem Jul 24
- Weekly Kubernetes Community Hangout Notes - July 17 2015 Jul 23
- Strong, Simple SSL for Kubernetes Services Jul 14
- Weekly Kubernetes Community Hangout Notes - July 10 2015 Jul 13
- Announcing the First Kubernetes Enterprise Training Course Jul 8
- Kubernetes 1.0 Launch Event at OSCON Jul 2
- How did the Quake demo from DockerCon Work? Jul 2
- The Distributed System ToolKit: Patterns for Composite Containers Jun 29
- Slides: Cluster Management with Kubernetes, talk given at the University of Edinburgh Jun 26
- Cluster Level Logging with Kubernetes Jun 11
- Weekly Kubernetes Community Hangout Notes - May 22 2015 Jun 2
- Kubernetes on OpenStack May 19
- Weekly Kubernetes Community Hangout Notes - May 15 2015 May 18
- Docker and Kubernetes and AppC May 18
- Kubernetes Release: 0.17.0 May 15
- Resource Usage Monitoring in Kubernetes May 12
- Weekly Kubernetes Community Hangout Notes - May 1 2015 May 11
- Kubernetes Release: 0.16.0 May 11
- AppC Support for Kubernetes through RKT May 4
- Weekly Kubernetes Community Hangout Notes - April 24 2015 Apr 30
- Borg: The Predecessor to Kubernetes Apr 23
- Kubernetes and the Mesosphere DCOS Apr 22
- Weekly Kubernetes Community Hangout Notes - April 17 2015 Apr 17
- Kubernetes Release: 0.15.0 Apr 16
- Introducing Kubernetes API Version v1beta3 Apr 16
- Weekly Kubernetes Community Hangout Notes - April 10 2015 Apr 11
- Faster than a speeding Latte Apr 6
- Weekly Kubernetes Community Hangout Notes - April 3 2015 Apr 4
- Paricipate in a Kubernetes User Experience Study Mar 31
- Weekly Kubernetes Community Hangout Notes - March 27 2015 Mar 28
- Kubernetes Gathering Videos Mar 23
- Welcome to the Kubernetes Blog! Mar 20