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Building a produc.on grade
PostgreSQL Cloud Foundry Service
Produc.on grade?
Produc.on Ready Litmus Test:
Run a public CF.
Design Decisions
Defining service instances.
PostgreSQL 

Server vs. Cluster
Replica.on
Sync vs. Async
Async replica.on is
built-in since PostgreSQL 9
PostgreSQL 

Replica.on Limita.ons
Failure
Detec.on
Automa.c
Failover
repmgr
Replica.on Manager for
PostgreSQL clusters
• Monitoring replica.on performance
• Failure detec.on
• Automated failover
• Leader elec.on
• Master promo.on
Shared vs Dedicated

PostgreSQL VMs
Shared
• Single VM or single
cluster of VMs
• Single PostgreSQL
server or single
PostgreSQL cluster
• Isola8on limited to
PostreSQL mul8-
tenancy capabili8es
Shared PostgreSQL Cluster > Bad idea
3 VMs
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
1 VM
Postgresql
VM#1
PostgreSQL Cluster
Single PostgreSQL Server
Service Instance
Service Instance 2
Service Instance 3
Service Instance 1
Service Instance 2
Service Instance 3
Service Instance 1
Service Instance 2
Service Instance 3
Service Instance 1
Service Instance 2
Service Instance 3
Service Instance 1
OR
1x
1x
Shared PostgreSQL
= SPOF
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App
App App App App
App App App App App
App App App App App App
App App
App App
App App
App App App
App
App App App App App App App
App App App App App App
App App App App App App
App App App App App
App App App App
App App App App App App App App
App App App App App App App App
App App App App App App App App
App App App App App App App
App App App App App App App App App
App App App
Service Instance
Service Instance
Service Instance
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App
App App App App
App App App App App
App App App App App App
App App
App App
App App
App App App
App
App App App App App App App
Service Instance
Service Instance
Service Instance
Cloud Foundry Run.me
3 VMs
PostgreSQL Cluster
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
Service Instance
App App App App
App App App App
App App App App App
App App App App App App
App App
App App
App App
App App App
App
App App App App App App App
Service Instance
Service Instance
Service Instance
Your shared PostgreSQL cluster goes down, all
your PostgreSQL database instances go down.
Dedicated
• Service instance =
dedicated VM or
dedicated cluster of
VMs
• Uses infrastructure
isola8on to enable
mul8-tenancy support
Dedicated PostgreSQL instances > Good idea
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service Instance
Service Instance
n x
m x
and / or
Cloud Foundry Run.me
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Cloud Foundry Run.me
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Cloud Foundry Run.me
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
App App App App App App App App App App
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
Postgresql VM
Service Instance
Postgresql VM
Service Instance
PostgreSQL failures are contained.
Only one service instance affected.
Pre- vs. On-Demand
Provisioning
Pre-Provisioned
Pre-provisoned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
$> cf create-service postgresql
single-small my-single-postgres-1
Easy Deployment
Pre-provisioned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
$> cf create-service postgresql
cluster-small my-3node-postgres-
cluster-2
Easy Deployment
Pre-provisioned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
On-Demand-Provisioned
On-demand provisioned service instances
Service Broker
Some Automa.on
On-demand provisioned service instances
my-single-postgres-1
Postgresql
VM#1
Service Instance
Service Broker
Some Automa.on
Pre-provisoned service instances
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Service InstanceService Instance
Service Broker
Some Automa.on
Automa.on Technology
Bosh = ❤
Infrastructure independence
VM and persistent disk
management
OS independence
Blueprint vs. construc.on
Bosh Release vs. Bosh deployment
One Bosh release, 

several service plans.
PostgreSQL single vm
vs. PostgreSQL cluster
Monitoring & Self-Healing
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#3
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Scalability
my-single-postgres-1
Postgresql
VM#1
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
$> cf service-update my-single-
postgres-1 -p cluster-large
Scalability
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Single node postgresql service instance
> turned into a 3-node postgresql cluster.
$> cf service-update 

my-3node-postgres-cluster-1 

-p cluster-large
Scalability
my-3node-postgres-cluster-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Small cluster turned into a large cluster.
Architectural Overview
a9s Deployer
Templates Deployments
Bosh
a9s Service Broker
my-3node-postgres-cluster-2
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
my-single-postgres-1
Postgresql
VM#1
Middleware Adapter
Cloud Foundry Adapter
a9s PostgreSQL SPI
Service InstanceService Instance
my-3node-postgres-cluster-3
Postgresql
VM#1
Postgresql
VM#2
Postgresql
VM#3
Service Instance
…
Cloud ControllerCF Client
create service
create service
create deployment from template xy with a_ributes {…}
deploy release abc & deployment manifest xyz
Execute deployments
create
service specific 

creden.als
create binding
a9s
Service Broker
• Implements the CF
Service Broker API
• Generic
• Data service specific
SPIs
a9s Service Broker
a9s
PostgreSQL SPI
The PostgreSQL SPI encapsulates
PostgreSQL specific logic
• Service catalog
metadata, e.g. service
plans
• PostgreSQL instance
creden8al
management (service
bindings)
a9s PostgreSQL SPI
a9s
Deployer
The a9s Deployer
manages Bosh deployments
Component Interac.on
Lessons Learned
• Dedicated service instances are
mandatory
• On-demand provisioning is essen.al
• Bosh does a great job
The greatest challenge with
PostgreSQL was
• Finding a PostgreSQL replica.on &
clustering toolset that allows automa.on
• Itera.vely learn how to configure and
automate common and edge-case
scenarios.
Ques.ons?
@fischerjulian
@anynines
Thank you.
@fischerjulian
@anynines

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