This package is an experiment to try to generialize @jen20's way of implementing event sourcing. You can find the original blog post here and github repo here.
Event Sourcing is a technique to make it possible to capture all changes to an application state as a sequence of events.
The aggregate root is the central point where events are bound. The aggregate struct needs to embed eventsourcing.AggreateRoot
to get the aggregate behaviors.
Below, a Person aggregate where the Aggregate Root is embedded next to the Name
and Age
properties.
type Person struct {
eventsourcing.AggregateRoot
Name string
Age int
}
The aggregate needs to implement the Transition(event eventsourcing.Event)
function to fulfill the aggregate interface. This function define how events are transformed to build the aggregate state.
Example of the Transition function from the Person
aggregate.
// Transition the person state dependent on the events
func (person *Person) Transition(event eventsourcing.Event) {
switch e := event.Data.(type) {
case *Born:
person.Age = 0
person.Name = e.Name
case *AgedOneYear:
person.Age += 1
}
}
In this example we can see that the Born
event sets the Person
property Age
and Name
, and that the AgedOneYear
adds one year to the Age
property. This makes the state of the aggregate flexible and could easily change in the future if required.
An event is a clean struct with exported properties that contains the state of the event.
Example of two events from the Person
aggregate.
// Initial event
type Born struct {
Name string
}
// Event that happens once a year
type AgedOneYear struct {}
When an aggregate is first created, an event is needed to initialize the state of the aggregate. No event, no aggregate. Below is an example of a constructor that returns the Person
aggregate and inside it binds an event via the TrackChange
function. It's possible to define rules that the aggregate must uphold before an event is created, in this case the person's name must not be blank.
// CreatePerson constructor for Person
func CreatePerson(name string) (*Person, error) {
if name == "" {
return nil, errors.New("name can't be blank")
}
person := Person{}
person.TrackChange(&person, &Born{Name: name})
return &person, nil
}
When a person is created, more events could be created via functions on the Person
aggregate. Below is the GrowOlder
function which in turn triggers the event AgedOneYear
. This event is tracked on the person aggregate.
// GrowOlder command
func (person *Person) GrowOlder() {
person.TrackChange(person, &AgedOneYear{})
}
Internally the TrackChange
functions calls the Transition
function on the aggregate to transform the aggregate based on the newly created event.
To bind meta data to events use the TrackChangeWithMetaData
function.
The internal Event
looks like this.
type Event struct {
// aggregate identifier
AggregateRootID string
// the aggregate version when this event was created
Version Version
// name of the event (Born / AgedOneYear in the example above)
Reason string
// aggregate type (Person in the example above)
AggregateType string
// UTC time when the event was created
Timestamp time.Time
// the specific event data specified in the application (Born{}, AgedOneYear{})
Data interface{}
// data that don´t belongs to the application state (could be correlation id or other request references)
MetaData map[string]interface{}
}
The repository is used to save and retrieve aggregates. The main functions are:
// saves the events on the aggregate
Save(aggregate aggregate) error
// retrieves and build an aggregate from events based on its identifier
Get(id string, aggregate aggregate) error
It is possible to save a snapshot of an aggregate reducing the amount of event needed to be fetched and applied.
// saves the aggregate (an error will be returned if there are unsaved events on the aggregate when doing this operation)
SaveSnapshot(aggregate aggregate) error
The repository constructor input values is an event store and a snapshot store, this handles the reading and writing of events and snapshots. We will dig deeper on the internals below.
NewRepository(eventStore eventStore, snapshotStore snapshotStore) *Repository
Here is an example of a person being saved and fetched from the repository.
person := person.CreatePerson("Alice")
person.GrowOlder()
repo.Save(person)
twin := Person{}
repo.Get(person.Id, &twin)
The only thing an event store handles are events and it must implement the following interface.
// saves events to an underlaying data store.
Save(events []eventsourcing.Event) error
// fetches events based on identifier and type but also after a specific version. The version is used to load event that happened after a snapshot was taken.
Get(id string, aggregateType string, afterVersion eventsourcing.Version) ([]eventsourcing.Event, error)
Currently there are three implementations.
- SQL
- Bolt
- RAM Memory
Post release v0.0.7 eventstores bbolt
and sql
is there own submodules. This reduce the dependency graph of the github.com/hallgren/eventsourcing
module, each submodule contains there own dependencies not pollute the main module. As submodules they need to be fetch separately via go get.
go get github.com/hallgren/eventsourcing/eventstore/sql
go get github.com/hallgren/eventsourcing/eventstore/bbolt
The in memory based eventstore is part of the main module and does not need to be fetched separately.
A snapshot store handles snapshots. The properties of an aggregate have to be exported for them to be saved in the snapshot.
// get snapshot by identifier
Get(id string, a interface{}) error
// saves snapshot
Save(id string, a interface{}) error
The event and snapshot stores depends on a serializer to transform events and aggregates to the []byte
data type.
SerializeSnapshot(interface{}) ([]byte, error)
DeserializeSnapshot(data []byte, a interface{}) error
SerializeEvent(event eventsourcing.Event) ([]byte, error)
DeserializeEvent(v []byte) (event eventsourcing.Event, err error)
The JSON serializer has the following extra function.
Register(aggregate aggregate, events ...interface{}) error
It needs to register the aggregate together with the events that belongs to it. It has to do this to maintain correct type info when it unmarshal an event.
j := json.New()
err := j.Register(&Person{}, &Born{}, &AgedOneYear{})
The unsafe serializer stores the underlying memory representation of a struct directly. This makes it as its name implies, unsafe to use if you are unsure what you are doing. Here is the video that explains the reason for this serializer.
The repository expose three possibilities to subscribe to events in realtime as they are stored to the repository.
SubscribeAll(func (e Event))
all event.
SubscribeAggregate(func (e Event), aggregates ...aggregate)
events bound to specific aggregates.
SubscribeSpecific(func (e Event), events ...interface{})
specific events. There is no restrictions that the events need
to come from the same aggregate, you can mix and match as you please.
The subscription is realtime and events that are saved before the call to the Subscribe function will not be exposed via the func(e Event)
function. If the application
depends on this functionality make sure to call the subscribe function before any events are saved.
The event subscription enables the application to make use of the reactive patterns and to make it more decoupled. Check out the Reactive Manifesto for more detailed information.
Example on how to setup the event subscription and consume the event FrequentFlierAccountCreated
// Setup a memory based repository
repo := eventsourcing.NewRepository(memory.Create(unsafe.New()), nil)
f := func(e eventsourcing.Event) {
switch e := event.Data.(type) {
case *FrequentFlierAccountCreated:
// e now have type info
fmt.Println(e)
}
}
// subscribe to all events
repo.SubscribeAll(f)
Parts of this package may not fulfill your application need, either it can be that the event or snapshot stores uses the wrong database for storage. Or that some other serializer is preferred other than the per existing one with JSON support. As the title implies its possible to create them by your own.
A custom made event store has to implements the following functions to fulfill the interface in the repository.
type eventStore interface {
Save(events []Event) error
Get(id string, aggregateType string, afterVersion Version) ([]Event, error)
}
If the snapshot store is the thing you need to change here is the interface you need to uphold.
type snapshotStore interface {
Get(id string, a interface{}) error
Save(id string, a interface{}) error
}
To make a custom made serializer the following interface is used in the event stores built in this package.
type EventSerializer interface {
SerializeEvent(event eventsourcing.Event) ([]byte, error)
DeserializeEvent(v []byte) (event eventsourcing.Event, err error)
}
The serializer interface in the snapshot store.
type snapshotSerializer interface {
SerializeSnapshot(interface{}) ([]byte, error)
DeserializeSnapshot(data []byte, a interface{}) error
}