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Lessons learned with
Kubernetes in production
at PlayPass
Peter Vandenabeele
19 March 2019
PlayPass
● Antwerp scale-up
● Cashless payments
● Access control
● NFC wristband
● world-wide
● Music Festivals
● Sports Events
New apps: new tech stack
● existing apps: pets, Ruby/Rails, postgresql, classic stack
● Docker for development (docker-compose, ruby, elixir)
● Kubernetes for deployment, for HA
● on GKE (Google Kubernetes Engine)
● Gitlab for CI/CD
● terraform for base infra (clusters, networking, firewall)
● kubectl and helm for app deployment
● Vault for secrets management
● Stackdriver and DataDog for logging and monitoring
Environments (GCP projects + namespaces)
k8s-dev
(pre-empt)
edge
(pre-empt)
production
(fixed VM’s)
clusterapplications
(default)
play
experimental
apps
(default)
play
gitlab runners
dashboard
new apps ...
(default)
play
-gitlab runners
dashboard
new apps ...
Kubernetes => pet infrastructure firewalling
RMQ
firewall:
only
ingress
from
fixed
IP
node 1 (preemptible)
new public IP on preempt.
node 2 (preemptible)
new public IP on preempt.
node 3 (preemptible)
new public IP on preempt.
“cloud-native” “pet infra”
Use a NAT GW, but, not for all traffic
NAT
GW
Kubernetes => NAT GW => outside
node 1 (preemptible)
new public IP on preempt.
node 2 (preemptible)
new public IP on preempt.
node 3 (preemptible)
new public IP on preempt.
fixed IP
to outside
default
GW
GKE
master
ssh
jump
host
800
700
Node pre-emption and upgrades (planned events)
● Is GCP LB aware upfront of nodes going down ??
● Are nodes doing proper `drain` on pre-emption ??
● Are nodes hanging in `cordoned` state after upgrade ??
● Node pre-emption => short service interruptions
● Production => non-preemptible nodes $$$
● Node upgrade => short service interruption, manual
uncordon needed (see next slide)
Node upgrade
from GKE GUI
leaves most
nodes in
SchedulingDisabled
state
=> manual uncordon
Cloud SQL postgres performance issues
● Try to be “servicefull”, obviously :-)
● postgres service with HA, backups, auto scaling of disk
● basic performance test revealed that a workload with a
few INSERT’s per transaction, dropped to only 20
INSERT’s per second and started disconnecting cloudsql-
proxy
● => reverted 1 “fast aggregate” to self-hosted postgres,
using Docker (back-up, HA => rebuild the aggregate)
the good news: fast e2e deploy by developer
Extra security measures as discussed
● Kaniko for building images without “docker-in-docker” or privileged mode
● PodSecurityPolicy with non privileged and MustRunAsNonRoot
○ spec:
○ privileged: false
○ allowPrivilegeEscalation: false
○ runAsUser:
○ # Require the container to run without root privileges.
○ rule: 'MustRunAsNonRoot'
● “Private” cluster with NAT for external access
● RBAC on different namespaces
● tiller per namespace with limited roleBinding and `--listen=localhost:44134`
(ref https://engineering.bitnami.com/articles/helm-security.html)

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LEVEL 5 - SESSION 1 2023 (1).pptx - PDF 123456
LEVEL 5   - SESSION 1 2023 (1).pptx - PDF 123456LEVEL 5   - SESSION 1 2023 (1).pptx - PDF 123456
LEVEL 5 - SESSION 1 2023 (1).pptx - PDF 123456
 

Lessons learned with kubernetes in production at PlayPass

  • 1. Lessons learned with Kubernetes in production at PlayPass Peter Vandenabeele 19 March 2019
  • 2. PlayPass ● Antwerp scale-up ● Cashless payments ● Access control ● NFC wristband ● world-wide ● Music Festivals ● Sports Events
  • 3. New apps: new tech stack ● existing apps: pets, Ruby/Rails, postgresql, classic stack ● Docker for development (docker-compose, ruby, elixir) ● Kubernetes for deployment, for HA ● on GKE (Google Kubernetes Engine) ● Gitlab for CI/CD ● terraform for base infra (clusters, networking, firewall) ● kubectl and helm for app deployment ● Vault for secrets management ● Stackdriver and DataDog for logging and monitoring
  • 4. Environments (GCP projects + namespaces) k8s-dev (pre-empt) edge (pre-empt) production (fixed VM’s) clusterapplications (default) play experimental apps (default) play gitlab runners dashboard new apps ... (default) play -gitlab runners dashboard new apps ...
  • 5. Kubernetes => pet infrastructure firewalling RMQ firewall: only ingress from fixed IP node 1 (preemptible) new public IP on preempt. node 2 (preemptible) new public IP on preempt. node 3 (preemptible) new public IP on preempt. “cloud-native” “pet infra”
  • 6. Use a NAT GW, but, not for all traffic
  • 7. NAT GW Kubernetes => NAT GW => outside node 1 (preemptible) new public IP on preempt. node 2 (preemptible) new public IP on preempt. node 3 (preemptible) new public IP on preempt. fixed IP to outside default GW GKE master ssh jump host 800 700
  • 8. Node pre-emption and upgrades (planned events) ● Is GCP LB aware upfront of nodes going down ?? ● Are nodes doing proper `drain` on pre-emption ?? ● Are nodes hanging in `cordoned` state after upgrade ?? ● Node pre-emption => short service interruptions ● Production => non-preemptible nodes $$$ ● Node upgrade => short service interruption, manual uncordon needed (see next slide)
  • 9. Node upgrade from GKE GUI leaves most nodes in SchedulingDisabled state => manual uncordon
  • 10. Cloud SQL postgres performance issues ● Try to be “servicefull”, obviously :-) ● postgres service with HA, backups, auto scaling of disk ● basic performance test revealed that a workload with a few INSERT’s per transaction, dropped to only 20 INSERT’s per second and started disconnecting cloudsql- proxy ● => reverted 1 “fast aggregate” to self-hosted postgres, using Docker (back-up, HA => rebuild the aggregate)
  • 11. the good news: fast e2e deploy by developer
  • 12. Extra security measures as discussed ● Kaniko for building images without “docker-in-docker” or privileged mode ● PodSecurityPolicy with non privileged and MustRunAsNonRoot ○ spec: ○ privileged: false ○ allowPrivilegeEscalation: false ○ runAsUser: ○ # Require the container to run without root privileges. ○ rule: 'MustRunAsNonRoot' ● “Private” cluster with NAT for external access ● RBAC on different namespaces ● tiller per namespace with limited roleBinding and `--listen=localhost:44134` (ref https://engineering.bitnami.com/articles/helm-security.html)