Castore
Making Event Sourcing easy π
Event Sourcing is a data storage paradigm that saves changes in your application state rather than the state itself.
It is powerful as it enables rewinding to a previous state and exploring audit trails for debugging or business/legal purposes. It also integrates very well with event-driven architectures.
However, it is tricky to implement π
After years of using it at Kumo, we have grown to love it, but also experienced first-hand the lack of consensus and tooling around it. That's where Castore comes from!
Castore is a TypeScript library that makes Event Sourcing easy π
With Castore, you'll be able to:
All that with first-class developer experience and minimal boilerplate β¨
π« Core Design
Some important decisions that we've made early on:
π Abstractions first
Castore has been designed with flexibility in mind. It gives you abstractions that are meant to be used anywhere: React apps, containers, Lambdas... you name it!
For instance, EventStore
classes are stack agnostic: They need an EventStorageAdapter
class to interact with actual data. You can code your own EventStorageAdapter
(simply implement the interface), but it's much simpler to use an off-the-shelf adapter like DynamoDBEventStorageAdapter
.
π
ββοΈ We do NOT deploy resources
While some packages like DynamoDBEventStorageAdapter
require compatible infrastructure, Castore is not responsible for deploying it.
Though that is not something we exclude in the future, we are a small team and decided to focus on DevX first.
β Full type safety
Speaking of DevX, we absolutely love TypeScript! If you do too, you're in the right place: We push type-safety to the limit in everything we do!
If you don't, that's fine π Castore is still available in Node/JS. And you can still profit from some nice JSDocs!
π Best practices
The Event Sourcing journey has many hidden pitfalls. We ran into them for you!
Castore is opiniated. It comes with a collection of best practices and documented anti-patterns that we hope will help you out!
Table of content
π¬ Getting Started
- Installation
npm install @castore/core
yarn add @castore/core
- Packages structure
Castore is not a single package, but a collection of packages revolving around a core
package. This is made so every line of code added to your project is opt-in, wether you use tree-shaking or not.
Castore packages are released together. Though different versions may be compatible, you are guaranteed to have working code as long as you use matching versions.
Here is an example of working package.json
:
{
...
"dependencies": {
"@castore/core": "1.3.1",
"@castore/dynamodb-event-storage-adapter": "1.3.1"
...
},
"devDependencies": {
"@castore/test-tools": "1.3.1"
...
}
}
π The Basics
- Events
Event Sourcing is all about saving changes in your application state. Such changes are represented by events, and needless to say, they are quite important π
Events that concern the same business entity (like a User
) are aggregated through a common id called aggregateId
(and vice versa, events that have the same aggregateId
represent changes of the same business entity). The index of an event in such a serie of events is called its version
.
In Castore, stored events (also called event details) always have exactly the following properties:
aggregateId (string)
version (integer β₯ 1)
timestamp (string)
: A date in ISO 8601 formattype (string)
: A string identifying the business meaning of the eventpayload (?any = never)
: A payload of any typemetadata (?any = never)
: Some metadata of any type
import type { EventDetail } from '@castore/core';
type UserCreatedEventDetail = EventDetail<
'USER_CREATED',
{ name: string; age: number },
{ invitedBy?: string }
>;
type UserCreatedEventDetail = {
aggregateId: string;
version: number;
timestamp: string;
type: 'USER_CREATED';
payload: { name: string; age: number };
metadata: { invitedBy?: string };
};
- EventType
Events are generally classified in events types (not to confuse with TS types). Castore lets you declare them via the EventType
class:
import { EventType } from '@castore/core';
const userCreatedEventType = new EventType<
'USER_CREATED',
{ name: string; age: number },
{ invitedBy?: string }
>({ type: 'USER_CREATED' });
Note that we only provided TS types for payload
and metadata
properties. That is because, as stated in the core design, Castore is meant to be as flexible as possible, and that includes the validation library you want to use: The EventType
class is not meant to be used directly, but rather implemented by other classes which will add run-time validation methods to it π
See the following packages for examples:
π§ Technical description
Constructor:
type (string)
: The event type
import { EventType } from '@castore/core';
const userCreatedEventType = new EventType({ type: 'USER_CREATED' });
Properties:
type (string)
: The event type
const eventType = userCreatedEventType.type;
Type Helpers:
EventTypeDetail
: Returns the event detail TS type of an EventType
import type { EventTypeDetail } from '@castore/core';
type UserCreatedEventTypeDetail = EventTypeDetail<typeof userCreatedEventType>;
type UserCreatedEventTypeDetail = {
aggregateId: string;
version: number;
timestamp: string;
type: 'USER_CREATED';
payload: { name: string; age: number };
metadata: { invitedBy?: string };
};
EventTypesDetails
: Return the events details of a list of EventType
import type { EventTypesDetails } from '@castore/core';
type UserEventTypesDetails = EventTypesDetails<
[typeof userCreatedEventType, typeof userRemovedEventType]
>;
- Aggregate
Eventhough entities are stored as series of events, we still want to use a stable interface to represent their states at a point in time rather than directly using events. In Castore, it is implemented by a TS type called Aggregate
.
βοΈ Think of aggregates as "what the data would look like in CRUD"
In Castore, aggregates necessarily contain an aggregateId
and version
properties (the version
of the latest event
). But for the rest, it's up to you π€·ββοΈ
For instance, we can include a name
, age
and status
properties to our UserAggregate
:
import type { Aggregate } from '@castore/core';
interface UserAggregate extends Aggregate {
name: string;
age: number;
status: 'CREATED' | 'REMOVED';
}
interface UserAggregate {
aggregateId: string;
version: number;
name: string;
age: number;
status: 'CREATED' | 'REMOVED';
}
- Reducer
Aggregates are derived from their events by reducing them through a reducer
function. It defines how to update the aggregate when a new event is pushed:
import type { Reducer } from '@castore/core';
const usersReducer: Reducer<UserAggregate, UserEventDetails> = (
userAggregate,
newEvent,
) => {
const { version, aggregateId } = newEvent;
switch (newEvent.type) {
case 'USER_CREATED': {
const { name, age } = newEvent.payload;
return {
aggregateId,
version,
name,
age,
status: 'CREATED',
};
}
case 'USER_REMOVED':
return { ...userAggregate, version, status: 'REMOVED' };
}
};
const johnDowAggregate: UserAggregate = johnDowEvents.reduce(usersReducer);
βοΈ Aggregates are always computed on the fly, and NOT stored. Changing them does not require any data migration whatsoever.
- EventStore
Once you've defined your event types and how to aggregate them, you can bundle them together in an EventStore
class.
Each event store in your application represents a business entity. Think of event stores as "what tables would be in CRUD", except that instead of directly updating data, you just append new events to it!
In Castore, EventStore
classes are NOT responsible for actually storing data (this will come with event storage adapters). But rather to provide a boilerplate-free and type-safe interface to perform many actions such as:
- Listing aggregate ids
- Accessing events of an aggregate
- Building an aggregate with the reducer
- Pushing new events etc...
import { EventStore } from '@castore/core';
const userEventStore = new EventStore({
eventStoreId: 'USERS',
eventStoreEvents: [
userCreatedEventType,
userRemovedEventType,
...
],
reduce: usersReducer,
});
βοΈ The EventStore
class is the heart of Castore, it even gave it its name!
π§ Technical description
Constructor:
eventStoreId (string)
: A string identifying the event storeeventStoreEvents (EventType[])
: The list of event types in the event storereduce (EventType[])
: A reducer function that can be applied to the store event typesstorageAdapter (?EventStorageAdapter)
: See EventStorageAdapter
βοΈ The return type of the reducer
is used to infer the Aggregate
type of the EventStore
, so it is important to type it explicitely.
Properties:
const userEventStoreId = userEventStore.eventStoreId;
eventStoreEvents (EventType[])
const userEventStoreEvents = userEventStore.eventStoreEvents;
reduce ((Aggregate, EventType) => Aggregate)
const reducer = userEventStore.reduce;
const storageAdapter = userEventStore.storageAdapter;
βοΈ The storageAdapter
is not read-only so you do not have to provide it right away.
Sync Methods:
getStorageAdapter (() => EventStorageAdapter)
: Returns the event store event storage adapter if it exists. Throws an UndefinedStorageAdapterError
if it doesn't.
import { UndefinedStorageAdapterError } from '@castore/core';
expect(() => userEventStore.getStorageAdapter()).toThrow(
new UndefinedStorageAdapterError({ eventStoreId: 'USERS' }),
);
buildAggregate ((eventDetails: EventDetail[], initialAggregate?: Aggregate) => Aggregate | undefined)
: Applies the event store reducer to a serie of events.
const johnDowAggregate = userEventStore.buildAggregate(johnDowEvents);
Async Methods:
The following methods interact with the data layer of your event store through its EventStorageAdapter
. They will throw an UndefinedStorageAdapterError
if you did not provide one.
-
getEvents ((aggregateId: string, opt?: OptionsObj = {}) => Promise<ResponseObj>)
: Retrieves the events of an aggregate, ordered by version
. Returns an empty array if no event is found for this aggregateId
.
OptionsObj
contains the following properties:
minVersion (?number)
: To retrieve events above a certain versionmaxVersion (?number)
: To retrieve events below a certain versionlimit (?number)
: Maximum number of events to retrievereverse (?boolean = false)
: To retrieve events in reverse order (does not require to swap minVersion
and maxVersion
)
ResponseObj
contains the following properties:
events (EventDetail[])
: The aggregate events (possibly empty)
const { events: allEvents } = await userEventStore.getEvents(aggregateId);
const { events: rangedEvents } = await userEventStore.getEvents(aggregateId, {
minVersion: 2,
maxVersion: 5,
});
const { events: onlyLastEvent } = await userEventStore.getEvents(
aggregateId,
{
reverse: true,
limit: 1,
},
);
-
getAggregate ((aggregateId: string, opt?: OptionsObj = {}) => Promise<ResponseObj>)
: Retrieves the events of an aggregate and build it.
OptionsObj
contains the following properties:
maxVersion (?number)
: To retrieve aggregate below a certain version
ResponseObj
contains the following properties:
aggregate (?Aggregate)
: The aggregate (possibly undefined
)events (EventDetail[])
: The aggregate events (possibly empty)lastEvent (?EventDetail)
: The last event (possibly undefined
)
const { aggregate: johnDow } = await userEventStore.getAggregate(aggregateId);
const { aggregate: aggregateBelowVersion } =
await userEventStore.getAggregate(aggregateId, { maxVersion: 5 });
const { aggregate, events } = await userEventStore.getAggregate(aggregateId);
getExistingAggregate ((aggregateId: string, opt?: OptionsObj = {}) => Promise<ResponseObj>)
: Same as getAggregate
method, but ensures that the aggregate exists. Throws an AggregateNotFoundError
if no event is found for this aggregateId
.
import { AggregateNotFoundError } from '@castore/core';
expect(async () =>
userEventStore.getExistingAggregate(unexistingId),
).resolves.toThrow(
new AggregateNotFoundError({
eventStoreId: 'USERS',
aggregateId: unexistingId,
}),
);
const { aggregate } = await userEventStore.getAggregate(aggregateId);
-
pushEvent ((eventDetail: EventDetail) => Promise<ResponseObj>)
: Pushes a new event to the event store, with the timestamp automatically set as new Date().toISOString()
. Throws an EventAlreadyExistsError
if an event already exists for the corresponding aggregateId
and version
.
ResponseObj
contains the following properties:
event (EventDetail)
: The complete event (including the timestamp
)
await userEventStore.pushEvent({
aggregateId,
version: lastVersion + 1,
type: 'USER_CREATED',
payload,
metadata,
});
-
listAggregateIds ((opt?: OptionsObj = {}) => Promise<ResponseObj>)
: Retrieves the list of aggregateId
of an event store, ordered by timestamp
of their first event. Returns an empty array if no aggregate is found.
OptionsObj
contains the following properties:
limit (?number)
: Maximum number of aggregate ids to retrievepageToken (?string)
: To retrieve a paginated result of aggregate ids
ResponseObj
contains the following properties:
aggregateIds (string[])
: The list of aggregate idsnextPageToken (?string)
: A token for the next page of aggregate ids if one exists
const accAggregateIds: string = [];
const { aggregateIds: firstPage, nextPageToken } =
await userEventStore.listAggregateIds({ limit: 20 });
accAggregateIds.push(...firstPage);
if (nextPageToken) {
const { aggregateIds: secondPage } = await userEventStore.listAggregateIds({
pageToken: nextPageToken,
});
accAggregateIds.push(...secondPage);
}
Type Helpers:
EventStoreId
: Returns the EventStore
id
import type { EventStoreId } from '@castore/core';
type UserEventStoreId = EventStoreId<typeof userEventStore>;
EventStoreEventsTypes
: Returns the EventStore
list of events types
import type { EventStoreEventsTypes } from '@castore/core';
type UserEventsTypes = EventStoreEventsTypes<typeof userEventStore>;
EventStoreEventsDetails
: Returns the union of all the EventStore
possible events details
import type { EventStoreEventsDetails } from '@castore/core';
type UserEventDetails = EventStoreEventsDetails<typeof userEventStore>;
EventStoreReducer
: Returns the EventStore
reducer
import type { EventStoreReducer } from '@castore/core';
type UserReducer = EventStoreReducer<typeof userEventStore>;
EventStoreAggregate
: Returns the EventStore
aggregate
import type { EventStoreAggregate } from '@castore/core';
type UserReducer = EventStoreAggregate<typeof userEventStore>;
- EventStorageAdapter
For the moment, we didn't provide any actual way to store our events data. This is the responsibility of the EventStorageAdapter
class.
import { EventStore } from '@castore/core';
const userEventStore = new EventStore({
eventStoreId: 'USERS',
eventTypes: userEventTypes,
reducer: usersReducer,
storageAdapter: mySuperStorageAdapter,
});
userEventStore.storageAdapter = mySuperStorageAdapter;
You can choose to build an event storage adapter that suits your usage. However, we highly recommend using an off-the-shelf adapter:
If the storage solution that you use is missing, feel free to create/upvote an issue, or contribute π€
- Command
Modifying the state of your application (i.e. pushing new events to your event stores) is done by executing commands. They typically consist in:
- Fetching the required aggregates (if not the first event of a new aggregate)
- Validating that the modification is acceptable
- Pushing new events with incremented versions
import { Command, tuple } from '@castore/core';
type Input = { name: string; age: number };
type Output = { userId: string };
type Context = { generateUuid: () => string };
const createUserCommand = new Command({
commandId: 'CREATE_USER',
requiredEventStores: tuple(userEventStore, otherEventStore),
handler: async (
commandInput: Input,
[userEventStore, otherEventStore],
{ generateUuid }: Context,
): Promise<Output> => {
const { name, age } = commandInput;
const userId = generateUuid();
await userEventStore.pushEvent({
aggregateId: userId,
version: 1,
type: 'USER_CREATED',
payload: { name, age },
});
return { userId };
},
});
Note that we only provided TS types for Input
and Output
properties. That is because, as stated in the core design, Castore is meant to be as flexible as possible, and that includes the validation library you want to use: The Command
class is not meant to be used directly, but rather extended by other classes which will add run-time validation methods to it π
See the following packages for examples:
π§ Technical description
Constructor:
-
commandId (string)
: A string identifying the command
-
handler ((input: Input, requiredEventsStores: EventStore[]) => Promise<Output>)
: The code to execute
-
requiredEventStores (EventStore[])
: A tuple of EventStores
that are required by the command for read/write purposes. In TS, you should use the tuple
util to preserve tuple ordering in the handler (tuple
doesn't mute its input, it simply returns them)
-
eventAlreadyExistsRetries (?number = 2)
: Number of handler execution retries before breaking out of the retry loop (See section below on race conditions)
-
onEventAlreadyExists (?(error: EventAlreadyExistsError, context: ContextObj) => Promise<void>)
: Optional callback to execute when an EventAlreadyExistsError
is raised.
The EventAlreadyExistsError
class contains the following properties:
eventStoreId (?string)
: The eventStoreId
of the aggregate on which the pushEvent
attempt failedaggregateId (string)
: The aggregateId
of the aggregateversion (number)
: The version
of the aggregate
The ContextObj
contains the following properties:
attemptNumber (?number)
: The number of handler execution attempts in the retry loopretriesLeft (?number)
: The number of retries left before breaking out of the retry loop
import { Command, tuple } from '@castore/core';
const doSomethingCommand = new Command({
commandId: 'DO_SOMETHING',
requiredEventStores: tuple(eventStore1, eventStore2),
handler: async (commandInput, [eventStore1, eventStore2]) => {
},
});
Properties:
commandId (string)
: The command id
const commandId = doSomethingCommand.commandId;
requiredEventStores (EventStore[])
: The required event stores
const requiredEventStores = doSomethingCommand.requiredEventStores;
handler ((input: Input, requiredEventsStores: EventStore[]) => Promise<Output>)
: Function to invoke the command
const output = await doSomethingCommand.handler(input, [
eventStore1,
eventStore2,
]);
A few notes on commands handlers:
-
Commands
handlers should NOT use read models when validating that a modification is acceptable. Read models are like cache: They are not the source of truth, and may not represent the freshest state.
-
Fetching and pushing events non-simultaneously exposes your application to race conditions. To counter that, commands are designed to be retried when an EventAlreadyExistsError
is triggered (which is part of the EventStorageAdapter
interface).
-
Command handlers should be, as much as possible, pure functions. If it depends on impure functions like functions with unpredictable outputs (like id generation), mutating effects, side effects or state dependency (like external data fetching), you should pass them through the additional context arguments rather than directly importing and using them. This will make them easier to test and to re-use in different contexts, such as in the React Visualizer.
-
Finally, when writing on several event stores at once, it is important to make sure that all events are written or none, i.e. use transactions: This ensures that the application is not in a corrupt state. Transactions accross event stores cannot be easily abstracted, so check you adapter library on how to achieve this. For instance, the DynamoDBEventStorageAdapter
exposes a pushEventsTransaction
util.
πͺ Advanced usage
- Event-driven architecture
Event Sourcing integrates very well with event-driven architectures. In a traditional architecture, you would need design your system events (or messages for clarity) separately from your database. With Event Sourcing, they can simply broadcast the business events you already designed.
There are two kinds of messages:
- Notification messages which only carry events details
- State-carrying messages which also carry their corresponding aggregates
In Castore, they are implemented by the NotificationMessage
and StateCarryingMessage
TS types:
import type {
NotificationMessage,
EventStoreNotificationMessage,
} from '@castore/core';
type UserEventNotificationMessage = NotificationMessage<
'USER',
UserEventDetails
>;
type UserEventNotificationMessage = {
eventStoreId: 'USER';
event: UserEventDetails;
};
type UserEventNotificationMessage = EventStoreNotificationMessage<
typeof userEventStore
>;
import type {
StateCarryingMessage,
EventStoreStateCarryingMessage,
} from '@castore/core';
type UserEventStateCarryingMessage = StateCarryingMessage<
'USER',
UserEventDetails,
UserAggregate
>;
type UserEventStateCarryingMessage = {
eventStoreId: 'USER';
event: UserEventDetails;
aggregate: UserAggregate
};
type UserEventStateCarryingMessage = EventStoreStateCarryingMessage<
typeof userEventStore
>;
Both kinds of messages can be published to Message Queues or Message Buses.
- MessageQueue
Message Queues store the published messages until they are handled by a worker. The worker is unique and predictible. It consumes all messages indifferently of their content.
You can use the NotificationMessageQueue
or the StateCarryingMessageQueue
classes to implement message queues:
import { NotificationMessageQueue } from '@castore/core';
const appMessageQueue = new NotificationMessageQueue({
messageQueueId: 'APP_MESSAGE_QUEUE',
sourceEventStores: [userEventStore, counterEventStore...],
});
await appMessageQueue.publishMessage({
eventStoreId: 'USERS',
event: {
type: 'USER_CREATED',
...
}
})
π§ Technical description
Constructor:
messageQueueId (string)
: A string identifying the message queuesourceEventStores (EventStore[])
: List of event stores that the message queue will broadcast events frommessageQueueAdapter (?MessageQueueAdapter)
: See section on MessageQueueAdapters
Properties:
const appMessageQueueId = appMessageQueue.messageQueueId;
sourceEventStores (EventStore[])
const appMessageQueueSourceEventStores = appMessageQueue.sourceEventStores;
const appMessageQueueAdapter = appMessageQueue.messageQueueAdapter;
βοΈ The messageQueueAdapter
is not read-only so you do not have to provide it right away.
Async Methods:
The following methods interact with the messaging solution of your application through a MessageQueueAdapter
. They will throw an UndefinedMessageQueueAdapterError
if you did not provide one.
-
publishMessage ((message: NotificationMessage | StateCarryingMessage) => Promise<void>)
: Publish a NotificationMessage
(for NotificationMessageQueues
) or a StateCarryingMessage
(for StateCarryingMessageQueues
) to the message queue.
-
getAggregateAndPublishMessage ((message: NotificationMessage) => Promise<void>)
: (StateCarryingMessageQueues only) Append the matching aggregate (with correct version) to a NotificationMessage
and turn it into a StateCarryingMessage
before publishing it to the message queue. Uses the message queue event stores: Make sure that they have correct adapters set up.
- MessageQueueAdapter
Similarly to event stores, MessageQueue
classes provide a boilerplate-free and type-safe interface to publish messages, but are NOT responsible for actually doing so. This is the responsibility of the MessageQueueAdapter
, that will connect it to your actual messaging solution:
import { EventStore } from '@castore/core';
const messageQueue = new NotificationMessageQueue({
...
messageQueueAdapter: mySuperMessageQueueAdapter,
});
messageQueue.messageQueueAdapter = mySuperMessageQueueAdapter;
You can code your own MessageQueueAdapter
(simply implement the interface), but we highly recommend using an off-the-shelf adapter:
If the messaging solution that you use is missing, feel free to create/upvote an issue, or contribute π€
The adapter packages will also expose useful generics to type the arguments of your queue worker. For instance:
import type {
SQSMessageQueueMessage,
SQSMessageQueueMessageBody,
} from '@castore/sqs-message-queue-adapter';
const appMessagesWorker = async ({ Records }: SQSMessageQueueMessage) => {
Records.forEach(({ body }) => {
const recordBody: SQSMessageQueueMessageBody<typeof appMessageQueue> =
JSON.parse(body);
});
};
- MessageBus
Message Buses are used to spread messages to multiple listeners. Contrary to message queues, they do not store the message or wait for the listeners to respond. Often, filter patterns can also be used to trigger listeners or not based on the message content.
You can use the NotificationMessageBus
or the StateCarryingMessageBus
classes to implement message buses:
import { NotificationMessageBus } from '@castore/core';
const appMessageBus = new NotificationMessageBus({
messageBusId: 'APP_MESSAGE_BUSES',
sourceEventStores: [userEventStore, counterEventStore...],
});
await appMessageBus.publishMessage({
eventStoreId: 'USERS',
event: {
type: 'USER_CREATED',
...
}
})
π§ Technical description
Constructor:
messageBusId (string)
: A string identifying the message bussourceEventStores (EventStore[])
: List of event stores that the message bus will broadcast events frommessageBusAdapter (?MessageBusAdapter)
: See section on MessageBusAdapters
Properties:
const appMessageBusId = appMessageBus.messageBusId;
sourceEventStores (EventStore[])
const appMessageBusSourceEventStores = appMessageBus.sourceEventStores;
const appMessageBusAdapter = appMessageBus.messageBusAdapter;
βοΈ The messageBusAdapter
is not read-only so you do not have to provide it right away.
Async Methods:
The following methods interact with the messaging solution of your application through a MessageBusAdapter
. They will throw an UndefinedMessageBusAdapterError
if you did not provide one.
-
publishMessage ((message: NotificationMessage | StateCarryingMessage) => Promise<void>)
: Publish a NotificationMessage
(for NotificationMessageBuses
) or a StateCarryingMessage
(for StateCarryingMessageBuses
) to the message bus.
-
getAggregateAndPublishMessage ((message: NotificationMessage) => Promise<void>)
: (StateCarryingMessageBuses only) Append the matching aggregate (with correct version) to a NotificationMessage
and turn it into a StateCarryingMessage
before publishing it to the message bus. Uses the message bus event stores: Make sure that they have correct adapters set up.
- MessageBusAdapter
Similarly to event stores, MessageBus
classes provide a boilerplate-free and type-safe interface to publish messages, but are NOT responsible for actually doing so. This is the responsibility of the MessageBusAdapter
, that will connect it to your actual messaging solution:
import { EventStore } from '@castore/core';
const messageBus = new NotificationMessageBus({
...
messageBusAdapter: mySuperMessageBusAdapter,
});
messageBus.messageBusAdapter = mySuperMessageBusAdapter;
You can code your own MessageBusAdapter
(simply implement the interface), but we highly recommend using an off-the-shelf adapter:
If the messaging solution that you use is missing, feel free to create/upvote an issue, or contribute π€
The adapter packages will also expose useful generics to type the arguments of your bus listeners. For instance:
import type { EventBridgeMessageBusMessage } from '@castore/event-bridge-message-bus-adapter';
const userMessagesListener = async (
eventBridgeMessage: EventBridgeMessageBusMessage<
typeof appMessageQueue,
'USERS'
>,
) => {
const message = eventBridgeMessage.detail;
};
- Snapshotting
As events pile up in your event stores, the performances and costs of your commands can become an issue.
One solution is to periodially persist snapshots of your aggregates (e.g. through a message bus subscription), and only fetch them plus the subsequent events instead of all the events.
Snapshots are not implemented in Castore yet, but we have big plans for them, so stay tuned π
- Read Models
Even with snapshots, using the event store for querying needs (like displaying data in a web page) would be slow and inefficient, if not impossible depending on the access pattern.
In Event Sourcing, it is common to use a special type of message bus subscription called projections, responsible for maintaining data specifically designed for querying needs, called read models.
Read models allow for faster read operations and re-indexing. Keep in mind that they are eventually consistent by design, which can be annoying in some use cases (like opening a resource page directly after its creation).
Read models are not implemented in Castore yet, but we have big plans for them, so stay tuned π
π Resources
- Test Tools
Castore comes with a handy Test Tool package that facilitates the writing of unit tests: It allows mocking event stores, populating them with an initial state and resetting them to it in a boilerplate-free and type-safe way.
- React Visualizer
Castore also comes with a handy React Visualizer library: It exposes a React component to visualize, design and manually test Castore event stores and commands.
- Packages List
Event Types
Event Storage Adapters
Commands
Message Queue Adapters
Message Buses Adapters
- Common Patterns
- Simulating a future/past aggregate state: ...coming soon
- Snapshotting: ...coming soon
- Projecting on read models: ...coming soon
- Replaying events: ...coming soon
- Migrating events: ...coming soon