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November 10, 2022
Mysore MuleSoft Meetup
Object Store and its behaviour in different
deployment model
Safe Harbour Statement
● Both the speaker and the host are organizing this meet-up in individual capacity only. We are
not representing our companies here.
● This presentation is strictly for learning purposes only. Organizer/Presenter do not hold any
responsibility that same solution will work for your business requirements.
● This presentation is not meant for any promotional activities.
3
A recording of this meetup will be uploaded to events page within 24 hours.
Questions can be submitted/asked at any time in the Chat/Questions & Answers Tab.
Make it more Interactive!!!
Give us feedback! Rate this meetup session by filling feedback form at the end of the day.
We Love Feedbacks!!! Its Bread & Butter for Meetup.
Housekeeping
4
5
A SHOW OF HANDS:
New Members With Us.!!
CHEERS…!!!
We have prizes to give away!
3 lucky winners will receive a MuleSoft voucher!!!
Introduction
● About the Organizers
6
Shubham Chaurasia
Billennium India
Professional Integration Developer
A SHOW OF HANDS:
Who is new to this Meetup?
 Certified MuleSoft Developer & Architect
 11 years of Total Experience
 Working as Tech Architect at HashedIn By Deloitte
● About the Speaker
Speaker
7
Pallavi M R
HashedIn
Tech Architect
8
● Introduction
● What is an Object Store?
● Different types of Object Store
● Object Store behavior in different deployment models
- On-Prem
- Cluster
- CloudHub
- Hybrid
● Demo (on watermarking using Object Sore)
● Trivia
● Wrap-Up
Agenda
• Object store is a facility for storing objects in or across Mule
applications. Mule uses object stores to persist data for eventual
retrieval.
• Key/Value pair Storage
• Mule components internally uses Object Store (to store the state between
messages)
o Cache
o Redelivery policy
• Supports Persistent and Transient Object Stores
o Default: Persistent
• Can be accessed via:
o Object Store connector
Object Store
9
10
• Configuring an Idempotent Message Validator, to store the unique IDs in the
specified object store.
• Configuring a Redelivery policy in a listener (HTTP, File, JMS, VM, Socket) to
store the redelivery count in the specified object store.
• Configuring a Cache scope that uses a custom caching strategy, to store the
cached data in the specified object store.
• Storing or retrieving information from a Mule flow (using Object Store Connector)
○ Storing watermark info
○ Storing access token
Object Store use cases
Types of Object Store
11
Object Store V2 (OSv2) Object Store V1 (OSv1) Mule Object Store
 Latest version of CloudHub
OS
 Only used by CloudHub
deployed applications.
 Cloud Service external to
Mule Application
 Available in the same Region
as Worker
 Unlimited number of entries.
 Max Value <= 10MB Per Key
 Max key length 256 chars
 Object Store Access - 10 TPS
per App (Standard version)
 100 TPS per App (Premium
version)
 Original version of CloudHub
OS
 Available only in US region
 Max of 100,000 Keys Per App
 Max Value < = 1MB per Key
 Max Value <= 1GB Per App
 768 byte key size
 No API Rate limit
 Original on-premise based
OS
 It is part of Mule Runtime.
 Fully customisable to user
preferences.
 Can be in-memory/persistence
 No limit on the key or value size
 No limit on the max size of the
store
Types of Object Store
Object Store support across deployment models
12
CloudHub Hybrid On-Premise Runtime Fabric
Object Store V2 Yes No No
Object Store V1 Yes No No
Mule Object Store Yes Yes Yes
Case 1: Stand-Alone
Behavior of Object Store (On-Prem)
13
Mule Runtime
App
In-Memory
(stores in servers memory)
Persistent
(written to files)
On-Prem
Case 2:
Cluster
Behavior of Object Store (On-Prem)
14
Mule Runtime 1
App
Mule Runtime 3
App
Mule Runtime 2
App
Cluster
Distributed Shared
Memory (Hazelcast)
 Developer’s Configuration of
Persistent/Transient OS is
overridden by Cluster’s Data Grid
Configuration
 Data Grid can be in-Memory or
JDBC for OS
 OS Data are shared by Same App
deployed to multiple Servers in a
Cluster
• Persistent
 OS Data are stored in Amazon DynamoDB
 OS Data are shared by Same App deployed
to multiple workers
 “Max Entries” is ignored
 Can see OS Info in Runtime Manager >
Application > Object Store
• Transient
 Object Store data are stored in Worker’s
Memory
 Object Store data are NOT shared by Same
App deployed to multiple workers
 Can not see OS Info in Runtime Manager >
Application > Object Store
Behavior of Object Store (Cloudhub)
15
Case 3: CloudHub
Mule Runtime
App
In-Memory (Worker’s)
(stores in servers memory)
Persistent
(Object Store Service )
CloudHub
Behavior of Object Store (Hybrid)
16
Case 4: Hybrid
Mule Runtime
App
1
On-Prem
Mule Runtime
App
2
CloudHub
Object Store
Service V2
• Supports only Object Store v2
• Can be accessed by Mule and non-mule apps
• Accessed using org id, env id, Object Store’s specific client id & secret
• REST API’s can be used to:
 Retrieve list of stores
 Retrieve/update/Delete store
 Retrieve list of keys
 Retrieve/update/Delete key
Accessing Object Store via REST API’s
17
Demo
Q&A
Take a stand !
20
● Nominate yourself for the next meetup speaker and suggest a topic as well.
21
● Share:
○ Tweet using the hashtag #MuleSoftMeetups
○ Join Mysore Group: https://meetups.mulesoft.com/mysore/
● Feedback:
○ Fill out the survey feedback and suggest topics for upcoming events
○ Contact MuleSoft at meetups@mulesoft.com for ways to improve the program
○ Reach out to Mysore Meetup Leaders (Shubham / Giridhar) to suggest
topics for next Meetup
What’s next?
Get ready to WIN a MuleSoft Voucher from MuleSoft
Quiz Time
Thank you

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Learn More About Object Store | MuleSoft Mysore Meetup #9

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  • 2. November 10, 2022 Mysore MuleSoft Meetup Object Store and its behaviour in different deployment model
  • 3. Safe Harbour Statement ● Both the speaker and the host are organizing this meet-up in individual capacity only. We are not representing our companies here. ● This presentation is strictly for learning purposes only. Organizer/Presenter do not hold any responsibility that same solution will work for your business requirements. ● This presentation is not meant for any promotional activities. 3
  • 4. A recording of this meetup will be uploaded to events page within 24 hours. Questions can be submitted/asked at any time in the Chat/Questions & Answers Tab. Make it more Interactive!!! Give us feedback! Rate this meetup session by filling feedback form at the end of the day. We Love Feedbacks!!! Its Bread & Butter for Meetup. Housekeeping 4
  • 5. 5 A SHOW OF HANDS: New Members With Us.!! CHEERS…!!! We have prizes to give away! 3 lucky winners will receive a MuleSoft voucher!!!
  • 6. Introduction ● About the Organizers 6 Shubham Chaurasia Billennium India Professional Integration Developer A SHOW OF HANDS: Who is new to this Meetup?
  • 7.  Certified MuleSoft Developer & Architect  11 years of Total Experience  Working as Tech Architect at HashedIn By Deloitte ● About the Speaker Speaker 7 Pallavi M R HashedIn Tech Architect
  • 8. 8 ● Introduction ● What is an Object Store? ● Different types of Object Store ● Object Store behavior in different deployment models - On-Prem - Cluster - CloudHub - Hybrid ● Demo (on watermarking using Object Sore) ● Trivia ● Wrap-Up Agenda
  • 9. • Object store is a facility for storing objects in or across Mule applications. Mule uses object stores to persist data for eventual retrieval. • Key/Value pair Storage • Mule components internally uses Object Store (to store the state between messages) o Cache o Redelivery policy • Supports Persistent and Transient Object Stores o Default: Persistent • Can be accessed via: o Object Store connector Object Store 9
  • 10. 10 • Configuring an Idempotent Message Validator, to store the unique IDs in the specified object store. • Configuring a Redelivery policy in a listener (HTTP, File, JMS, VM, Socket) to store the redelivery count in the specified object store. • Configuring a Cache scope that uses a custom caching strategy, to store the cached data in the specified object store. • Storing or retrieving information from a Mule flow (using Object Store Connector) ○ Storing watermark info ○ Storing access token Object Store use cases
  • 11. Types of Object Store 11 Object Store V2 (OSv2) Object Store V1 (OSv1) Mule Object Store  Latest version of CloudHub OS  Only used by CloudHub deployed applications.  Cloud Service external to Mule Application  Available in the same Region as Worker  Unlimited number of entries.  Max Value <= 10MB Per Key  Max key length 256 chars  Object Store Access - 10 TPS per App (Standard version)  100 TPS per App (Premium version)  Original version of CloudHub OS  Available only in US region  Max of 100,000 Keys Per App  Max Value < = 1MB per Key  Max Value <= 1GB Per App  768 byte key size  No API Rate limit  Original on-premise based OS  It is part of Mule Runtime.  Fully customisable to user preferences.  Can be in-memory/persistence  No limit on the key or value size  No limit on the max size of the store
  • 12. Types of Object Store Object Store support across deployment models 12 CloudHub Hybrid On-Premise Runtime Fabric Object Store V2 Yes No No Object Store V1 Yes No No Mule Object Store Yes Yes Yes
  • 13. Case 1: Stand-Alone Behavior of Object Store (On-Prem) 13 Mule Runtime App In-Memory (stores in servers memory) Persistent (written to files) On-Prem
  • 14. Case 2: Cluster Behavior of Object Store (On-Prem) 14 Mule Runtime 1 App Mule Runtime 3 App Mule Runtime 2 App Cluster Distributed Shared Memory (Hazelcast)  Developer’s Configuration of Persistent/Transient OS is overridden by Cluster’s Data Grid Configuration  Data Grid can be in-Memory or JDBC for OS  OS Data are shared by Same App deployed to multiple Servers in a Cluster
  • 15. • Persistent  OS Data are stored in Amazon DynamoDB  OS Data are shared by Same App deployed to multiple workers  “Max Entries” is ignored  Can see OS Info in Runtime Manager > Application > Object Store • Transient  Object Store data are stored in Worker’s Memory  Object Store data are NOT shared by Same App deployed to multiple workers  Can not see OS Info in Runtime Manager > Application > Object Store Behavior of Object Store (Cloudhub) 15 Case 3: CloudHub Mule Runtime App In-Memory (Worker’s) (stores in servers memory) Persistent (Object Store Service ) CloudHub
  • 16. Behavior of Object Store (Hybrid) 16 Case 4: Hybrid Mule Runtime App 1 On-Prem Mule Runtime App 2 CloudHub Object Store Service V2
  • 17. • Supports only Object Store v2 • Can be accessed by Mule and non-mule apps • Accessed using org id, env id, Object Store’s specific client id & secret • REST API’s can be used to:  Retrieve list of stores  Retrieve/update/Delete store  Retrieve list of keys  Retrieve/update/Delete key Accessing Object Store via REST API’s 17
  • 18. Demo
  • 19. Q&A
  • 20. Take a stand ! 20 ● Nominate yourself for the next meetup speaker and suggest a topic as well.
  • 21. 21 ● Share: ○ Tweet using the hashtag #MuleSoftMeetups ○ Join Mysore Group: https://meetups.mulesoft.com/mysore/ ● Feedback: ○ Fill out the survey feedback and suggest topics for upcoming events ○ Contact MuleSoft at meetups@mulesoft.com for ways to improve the program ○ Reach out to Mysore Meetup Leaders (Shubham / Giridhar) to suggest topics for next Meetup What’s next?
  • 22. Get ready to WIN a MuleSoft Voucher from MuleSoft Quiz Time