Using Helm to install YataiService¶
Helm is a tool that streamlines installing and managing K8s applications. It lets developers easily configure a set of K8s resources that make up an application – YataiService in this case. Helm enables developers to
easily deploy recommended configuration and setup for YataiService
easily change settings
drop and replace parts with your own (e.g. replace local Postgres with a remote RDS)
1. Configuration¶
Helm charts rely on a values file to configure how to template and create Kubernetes resources. The default values for these resources can be found in BentoML/helm/YataiService/values.yaml. These basic values describe a basic local YataiService instance with ephemeral storage.
1.1 Persistent Storage¶
The recommended way to deploy YataiService is with a PostgreSQL DB instance within the cluster, backed with a Persistent Volume. The Helm chart makes it really easy to go this route. All the configuration for this can be found under the Postgres block,
# in BentoML/helm/YataiService/values.yaml
# Local Postgres Service
postgres:
enabled: false # just change this to true
port: "5432"
image:
repo: postgres
version: latest
pullPolicy: IfNotPresent
data:
POSTGRES_USER: postgres
POSTGRES_PASSWORD: password123
storageCapacity: 5Gi
pvReclaimPolicy: Retain
1.2 Ingress¶
An Ingress helps to manage incoming external traffic into the cluster. The configuration for this can be found under the ingress block,
# in BentoML/helm/YataiService/values.yaml
ingress:
enabled: false
hostname: {}
tls:
enabled: false
secretName: {}
1.3 TLS¶
To secure your ingress with TLS, you can enable it by setting ingress.tls.enabled to true.
Note
When enabling TLS, the Ingress must also be enabled. Please keep in mind that you will need to have a TLS private key and certificate for your hostname if you choose to deploy it.
For local development, create a self-signed key as follows.
$ openssl req -x509 -nodes -days 365 -newkey rsa:2048 -keyout ${KEY_FILE} -out ${CERT_FILE} -subj "/CN=${HOST}/O=${HOST}"
Generating a 2048 bit RSA private key
...
writing new private key to 'tls.key'
-----
$ kubectl create secret tls ${CERT_NAME} --key ${KEY_FILE} --cert ${CERT_FILE}
Read more here: https://kubernetes.github.io/ingress-nginx/user-guide/tls/
2. Deploying¶
2.1 Minikube (Local)¶
Minikube is a tool that lets developers run a small Kubernetes cluster on their local machine. Get Minikube here: https://kubernetes.io/docs/tasks/tools/install-minikube/
Then, start a local K8s cluster running by doing minikube start.
Note
Before installing the chart, make sure to fetch the ingress-nginx dependency by doing make helm-deps
Dry Run¶
Developers can do a dry run of the helm chart installation to see if the configuration is valid.
$ helm install --dry-run yatai-service helm/YataiService
NAME: yatai-service
LAST DEPLOYED: Tue Aug 11 22:12:18 2020
NAMESPACE: default
STATUS: pending-install
REVISION: 1
TEST SUITE: None
HOOKS:
MANIFEST:
---
...
Then, to install it into the cluster,
$ helm install yatai-service helm/YataiService
NAME: yatai-service
LAST DEPLOYED: Tue Aug 11 22:18:02 2020
NAMESPACE: default
STATUS: deployed
REVISION: 1
TEST SUITE: None
$ kubectl get pods
NAME READY STATUS RESTARTS AGE
yatai-service-85898d6c9c-ndlfg 1/1 Running 0 91s
After this step, the service should be healthy. Visit the web UI by telling minikube to tunnel all of the ports that were defined earlier to your local machine. This should open 2 browser tabs.
$ minikube service yatai-service
|-----------|---------------|-------------|-------------------------|
| NAMESPACE | NAME | TARGET PORT | URL |
|-----------|---------------|-------------|-------------------------|
| default | yatai-service | web/3000 | http://172.17.0.3:31891 |
| | | grpc/50051 | http://172.17.0.3:31368 |
|-----------|---------------|-------------|-------------------------|
🏃 Starting tunnel for service yatai-service.
|-----------|---------------|-------------|------------------------|
| NAMESPACE | NAME | TARGET PORT | URL |
|-----------|---------------|-------------|------------------------|
| default | yatai-service | | http://127.0.0.1:56121 |
| | | | http://127.0.0.1:56122 |
|-----------|---------------|-------------|------------------------|
🎉 Opening service default/yatai-service in default browser...
🎉 Opening service default/yatai-service in default browser...
❗ Because you are using a Docker driver on darwin, the terminal needs to be open to run it.
Woo! You now have a YataiService instance running on a local K8s cluster :) To cleanup, run helm uninstall yatai-service then minikube stop.
Keep reading for more info on configuring YataiService using Helm.
Custom Values¶
To deploy a YataiService instance with a PostgreSQL DB instance within the cluster, developers can use the custom values found in helm/YataiService/values.yaml. If this doesn’t match the your needs, feel free to create your own custom values files to configure YataiService in a way that works for you/your company.
To tell Helm to use these custom values,
$ cd helm && helm install -f YataiService/values/postgres.yaml --dry-run --debug yatai-service YataiService
NAME: yatai-service
LAST DEPLOYED: Tue Aug 11 22:39:12 2020
NAMESPACE: default
STATUS: pending-install
REVISION: 1
TEST SUITE: None
USER-SUPPLIED VALUES:
db_url: postgresql://postgres:password123@yatai-postgres:5432/postgres
postgres:
enabled: true
...
You can see a full example K8s manifest here: https://ctrl-v.app/4X2hf7h
If the configuration looks correct, apply it by removing the –dry-run and –debug flags. Alternatively, run make helm-install. Let’s double check everything started up correctly.
kubectl get all
NAME READY STATUS RESTARTS AGE
pod/yatai-postgres-5649dd765c-9c4sp 1/1 Running 0 3s
pod/yatai-service-556487fb55-wbjc4 1/1 Running 0 3s
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
service/kubernetes ClusterIP 10.96.0.1 <none> 443/TCP 22h
service/yatai-postgres NodePort 10.99.249.0 <none> 5432:30007/TCP 3s
service/yatai-service LoadBalancer 10.107.204.236 <pending> 3000:32422/TCP,50051:30014/TCP 3s
NAME READY UP-TO-DATE AVAILABLE AGE
deployment.apps/yatai-postgres 1/1 1 1 3s
deployment.apps/yatai-service 1/1 1 1 3s
NAME DESIRED CURRENT READY AGE
replicaset.apps/yatai-postgres-5649dd765c 1 1 1 3s
replicaset.apps/yatai-service-556487fb55 1 1 1 3s
Everything looks good!
2.2 Cloud Providers¶
This part of the BentoML documentation is a work in progress. If you have any questions related to this, please join the BentoML Slack community and ask in the bentoml-users channel.