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Managing Transactions in your
Microservices Architecture
Technical Lead, WSO2
Anupama Pathirage
A Simple Example
Debit £1000
from Jack’s
account
Start Start
Success Success
Success Failed
Transaction
Boundary
Debit £1000
from Jack’s
account
Credit £1000
to Tom’s
account
Credit £1000
to Tom’s
account
Transaction
Complete
We are in
Trouble
Jack’s
account
Tom’s
account
Transfer of £1000
$ $
COMMITTED
PARTIALLY
COMMITTEDACTIVE
What is a Transaction?
“A transaction is an atomic unit of work that is either
completed in its entirety or not done at all.”
-Fundamentals of Database Systems, Ramez Elmasri.
Begin
Transaction
End
Transaction Commit
Abort
Abort
ABORTED
TERMINATED
FAILED
What is a Distributed Transaction?
ORACLE
M
MySQL
M
Oracle DB
Instance
MySQL DB
Instance
Queue
Remove Message
Insert Record
Insert Record
Resource ManagersGlobal Transaction
Monolithic vs Microservice Architecture
Multiple modules in the same process Modules running in different processes
Monolithic Microservice
Transactions: Monolithic vs Microservices
C3
C1
C2
Tx
Tx
C1
C2
C3
Tx Tx
Monolithic Microservices
µ1
µ2
µ3
Transactions in Microservices
µ3
µ1 µ6
µ2 µ4
µ5
Joint outcome
based on either:
Orchestrator
Coordinator
Microservices Calling Each Other
Joint Outcome
Based on
Orchestrator
Joint Outcome Based on an Orchestrator
Conflicts with the “Smart endpoints, Dumb pipes” philosophy
F
E
C
B
A
D
Orchestrator
µ1 µ5µ3 µ4 µ6µ2
Joint Outcome
Based on
Coordination
Sphere of Control
µ3
µ1 µ6
µ2 µ4
µ5
Initiator
Participants
Tying together microservices as a unit
S1
S2
S3
Infection
µ3
µ1
µ6
µ2 µ4
µ5
Coordinator
(1)Start
(2)Context
(4) Register
(3) Request & Context
Mechanism used to extend the sphere of control
(5) Request &
Context
(6) Register
Agreement Protocols & Coordination Types
● Joint outcome is negotiated at the end of interactions.
● Negotiation rules and how to determine outcome is referred
to as an agreement protocol. It specifies
○ Information exchanged between coordinator and participants
○ Order of exchange
● Collection of agreement protocols is called a coordination
type.
Enabling an Agreement Protocol
Coordinator’s
Protocol
Endpoint
Coordinator’s
Registration
Endpoint
µ’s
Protocol
Endpoint
µ
…
Register-at
Coordination-type
...
(1) Context
(2) Register(Protocol, )
(3) Response( )
Coordination Types
Coordination Types
● 2 Phase Commit (2PC)
● Compensation
2PC Coordination - Completion Protocol
Used by participants that control the end of a transaction by an explicit commit or abort command.
alt
Initiator Coordinator
Create-Context()
Micro-Transaction-Context
Commit()
Committed | Aborted | Mixed
Abort()
Aborted | Mixed
2PC Coordination - Durable Protocol
success
Coordinator Participant
Prepare()
Prepared | Read-Only | Aborted | Committed
notify(...Commit...)
Committed
notify(...Abort...)
Aborted
Used by participants that manipulate persistent resources. e.g. database
Triggered by commit:
Prepare Phase
Commit Phase
2PC Coordination - Durable Protocol (cont..)
Triggered by abort:
Coordinator Participant
notify(...Abort...)
Aborted
2PC Coordination - Volatile Protocol
● Used by participants that manipulates volatile data sources
such as cache.
● Phase 1 (Prepare phase) has sub-phases
1) Prepare all volatile participants
- To give them a chance to persist volatile data.
- This can cause more durable participant registrations.
2) Prepare all durable participants
● Otherwise it is identical to the durable protocol.
● This is used when 2PC Coordination cannot be applied.
○ In long-running interactions between microservices
○ When non-recoverable resources like files are manipulated
● In case of failure, recovery of a unit of work has to be done
by separate compensation actions.
Compensation Coordination
Commands
&
Data Structures
Create a New Context
Micro-Transaction-Context:
Micro-Transaction-Context-Version: <version number>
Micro-Transaction-Identifier: <globally unique identifier>
Name-of-Coordination-Type: <2PC | Compensation | ...>
Register-At: <registration uri of the coordinator>
create-context(in: Name-of-Coordination-Type,
out: Micro-Transaction-Context?,
fault: Invalid-Coordination-Type? )
Command:
Data Structure:
Register With Coordinator
register(in: Micro-Transaction-Registration,
out: Micro-Transaction-Coordination?,
fault: ( Invalid-Protocol |
Already-Registered |
Cannot-Register |
Micro-Transaction-Unknown )?
)
Micro-Transaction-Registration:
Micro-Transaction-Identifier: <globally unique identifier>
Protocol: <( Completion | Durable | Volatile | ... )+ >
Participant-Protocol-At: <uri>+
Micro-Transaction-Coordination:
Micro-Transaction-Identifier: <unique identifier>
Coordinator-Protocol-At: <uri>+
Command:
Data Structures:
Commit - By Initiator
commit(in : Micro-Transaction-Identifier,
out : ( Committed | Aborted | Mixed )?,
fault: ( Micro-Transaction-Unknown | Hazard-Outcome )?
)
● To end a micro-transaction successfully by committing all modifications of all
participants. As a result, the coordinator will initiate a prepare().
Abort - By Initiator
abort(in : Micro-Transaction-Identifier,
out : ( Aborted | Mixed )?,
fault: ( Micro-Transaction-Unknown | Hazard-Outcome )?
)
● To undo a micro-transaction, by aborting all modifications of all participants.
As a result, the coordinator will initiate a notify(…Abort…)
Prepare Participants - By Coordinator
prepare(in: Micro-Transaction-Identifier,
out: ( Prepared |
Read-Only |
Aborted |
Committed )?
fault: ( Micro-Transaction-Unknown |
Prepare-Failed )? )
● To request a participant to prepare for a commit.
Notify Participants - By Coordinator
notify(in: Micro-Transaction-Identifier,
in: ( Commit | Abort )
out: ( Committed | Aborted )?
fault: ( Not-Prepared | Micro-Transaction-Unknown | Failed-EOT )?
)
● To inform a participant of the joint outcome of the corresponding transaction.
Ballerina
Implementation
service<http:Service> travelService bind listener { //This is initiator service.
reserve(endpoint caller, http:Request req) {
// This is how you initiate a transaction
transaction with retries = 2 {
// Calling a remote participant
http:Response res = check participant->get("/hotelService/reserve");
} onretry {
// Code here will execute before retrying
} committed {
// Code here will execute after the initiated transaction has committed
} aborted {
// Code here will execute after the initiated transaction has aborted
}
}
}
Ballerina Example
Initiator
service<http:Service> hotelService bind listener {
@transactions:participant {
oncommit = onTxnCommit,
onabort = onTxnAbort
}
reserve(endpoint caller, http:Request req) {
// Transactional code goes here. If there are transaction
// aware stuff such as SQL connectors etc. they will
// be registered as resources affected by this transaction
// This local function call on the remote participant will
// result in the function registering with the initiator
// as a remote participant
reserveAndUpdateDB();
}
}
Ballerina Example (cont..)
Participant
Transactions Sidecar
Bridging to existing runtime transactions
DB
Airline Service
Ballerina Bridge
Hotel Service
TravelMgt Service
Global Transaction
THANK YOU
wso2.com

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[WSO2Con EU 2018] Managing Transactions in Your Microservices Architecture

  • 1. Managing Transactions in your Microservices Architecture Technical Lead, WSO2 Anupama Pathirage
  • 2. A Simple Example Debit £1000 from Jack’s account Start Start Success Success Success Failed Transaction Boundary Debit £1000 from Jack’s account Credit £1000 to Tom’s account Credit £1000 to Tom’s account Transaction Complete We are in Trouble Jack’s account Tom’s account Transfer of £1000 $ $
  • 3. COMMITTED PARTIALLY COMMITTEDACTIVE What is a Transaction? “A transaction is an atomic unit of work that is either completed in its entirety or not done at all.” -Fundamentals of Database Systems, Ramez Elmasri. Begin Transaction End Transaction Commit Abort Abort ABORTED TERMINATED FAILED
  • 4. What is a Distributed Transaction? ORACLE M MySQL M Oracle DB Instance MySQL DB Instance Queue Remove Message Insert Record Insert Record Resource ManagersGlobal Transaction
  • 5. Monolithic vs Microservice Architecture Multiple modules in the same process Modules running in different processes Monolithic Microservice
  • 6. Transactions: Monolithic vs Microservices C3 C1 C2 Tx Tx C1 C2 C3 Tx Tx Monolithic Microservices µ1 µ2 µ3
  • 7. Transactions in Microservices µ3 µ1 µ6 µ2 µ4 µ5 Joint outcome based on either: Orchestrator Coordinator Microservices Calling Each Other
  • 9. Joint Outcome Based on an Orchestrator Conflicts with the “Smart endpoints, Dumb pipes” philosophy F E C B A D Orchestrator µ1 µ5µ3 µ4 µ6µ2
  • 11. Sphere of Control µ3 µ1 µ6 µ2 µ4 µ5 Initiator Participants Tying together microservices as a unit S1 S2 S3
  • 12. Infection µ3 µ1 µ6 µ2 µ4 µ5 Coordinator (1)Start (2)Context (4) Register (3) Request & Context Mechanism used to extend the sphere of control (5) Request & Context (6) Register
  • 13. Agreement Protocols & Coordination Types ● Joint outcome is negotiated at the end of interactions. ● Negotiation rules and how to determine outcome is referred to as an agreement protocol. It specifies ○ Information exchanged between coordinator and participants ○ Order of exchange ● Collection of agreement protocols is called a coordination type.
  • 14. Enabling an Agreement Protocol Coordinator’s Protocol Endpoint Coordinator’s Registration Endpoint µ’s Protocol Endpoint µ … Register-at Coordination-type ... (1) Context (2) Register(Protocol, ) (3) Response( )
  • 16. Coordination Types ● 2 Phase Commit (2PC) ● Compensation
  • 17. 2PC Coordination - Completion Protocol Used by participants that control the end of a transaction by an explicit commit or abort command. alt Initiator Coordinator Create-Context() Micro-Transaction-Context Commit() Committed | Aborted | Mixed Abort() Aborted | Mixed
  • 18. 2PC Coordination - Durable Protocol success Coordinator Participant Prepare() Prepared | Read-Only | Aborted | Committed notify(...Commit...) Committed notify(...Abort...) Aborted Used by participants that manipulate persistent resources. e.g. database Triggered by commit: Prepare Phase Commit Phase
  • 19. 2PC Coordination - Durable Protocol (cont..) Triggered by abort: Coordinator Participant notify(...Abort...) Aborted
  • 20. 2PC Coordination - Volatile Protocol ● Used by participants that manipulates volatile data sources such as cache. ● Phase 1 (Prepare phase) has sub-phases 1) Prepare all volatile participants - To give them a chance to persist volatile data. - This can cause more durable participant registrations. 2) Prepare all durable participants ● Otherwise it is identical to the durable protocol.
  • 21. ● This is used when 2PC Coordination cannot be applied. ○ In long-running interactions between microservices ○ When non-recoverable resources like files are manipulated ● In case of failure, recovery of a unit of work has to be done by separate compensation actions. Compensation Coordination
  • 23. Create a New Context Micro-Transaction-Context: Micro-Transaction-Context-Version: <version number> Micro-Transaction-Identifier: <globally unique identifier> Name-of-Coordination-Type: <2PC | Compensation | ...> Register-At: <registration uri of the coordinator> create-context(in: Name-of-Coordination-Type, out: Micro-Transaction-Context?, fault: Invalid-Coordination-Type? ) Command: Data Structure:
  • 24. Register With Coordinator register(in: Micro-Transaction-Registration, out: Micro-Transaction-Coordination?, fault: ( Invalid-Protocol | Already-Registered | Cannot-Register | Micro-Transaction-Unknown )? ) Micro-Transaction-Registration: Micro-Transaction-Identifier: <globally unique identifier> Protocol: <( Completion | Durable | Volatile | ... )+ > Participant-Protocol-At: <uri>+ Micro-Transaction-Coordination: Micro-Transaction-Identifier: <unique identifier> Coordinator-Protocol-At: <uri>+ Command: Data Structures:
  • 25. Commit - By Initiator commit(in : Micro-Transaction-Identifier, out : ( Committed | Aborted | Mixed )?, fault: ( Micro-Transaction-Unknown | Hazard-Outcome )? ) ● To end a micro-transaction successfully by committing all modifications of all participants. As a result, the coordinator will initiate a prepare().
  • 26. Abort - By Initiator abort(in : Micro-Transaction-Identifier, out : ( Aborted | Mixed )?, fault: ( Micro-Transaction-Unknown | Hazard-Outcome )? ) ● To undo a micro-transaction, by aborting all modifications of all participants. As a result, the coordinator will initiate a notify(…Abort…)
  • 27. Prepare Participants - By Coordinator prepare(in: Micro-Transaction-Identifier, out: ( Prepared | Read-Only | Aborted | Committed )? fault: ( Micro-Transaction-Unknown | Prepare-Failed )? ) ● To request a participant to prepare for a commit.
  • 28. Notify Participants - By Coordinator notify(in: Micro-Transaction-Identifier, in: ( Commit | Abort ) out: ( Committed | Aborted )? fault: ( Not-Prepared | Micro-Transaction-Unknown | Failed-EOT )? ) ● To inform a participant of the joint outcome of the corresponding transaction.
  • 30. service<http:Service> travelService bind listener { //This is initiator service. reserve(endpoint caller, http:Request req) { // This is how you initiate a transaction transaction with retries = 2 { // Calling a remote participant http:Response res = check participant->get("/hotelService/reserve"); } onretry { // Code here will execute before retrying } committed { // Code here will execute after the initiated transaction has committed } aborted { // Code here will execute after the initiated transaction has aborted } } } Ballerina Example Initiator
  • 31. service<http:Service> hotelService bind listener { @transactions:participant { oncommit = onTxnCommit, onabort = onTxnAbort } reserve(endpoint caller, http:Request req) { // Transactional code goes here. If there are transaction // aware stuff such as SQL connectors etc. they will // be registered as resources affected by this transaction // This local function call on the remote participant will // result in the function registering with the initiator // as a remote participant reserveAndUpdateDB(); } } Ballerina Example (cont..) Participant
  • 32. Transactions Sidecar Bridging to existing runtime transactions DB Airline Service Ballerina Bridge Hotel Service TravelMgt Service Global Transaction