ES Reduxed offers an easy way to build an event-sourced backend using the redux pattern javascript developers are familiar with.
Comes with a Postgres backed event store, with more event store providers coming, or implement them yourself.
Run npm i es-reduxed
to save to your dependencies.
If you're using the Postgres event store provider, you need to run the migration provided in db/000__event_store.sql
.
Whichever schema you run the migration against is the one you must supply when setting up the event store provider:
const provider = createPostresEventStoreProvider({
eventSchema: 'my_schema',
poolConfig,
});
Instantiating a provider without schema defaults to the public
schema.
To get started we:
- Create an event store provider
- Initialise our event store with the given provider, and a redux "store"
In the following example we use the postgres provider included in this package:
import { initialiseEventSourcingSystem } from 'es-reduxed';
import { createPostresEventStoreProvider } from 'es-reduxed/postgres';
import { poolConfig } from '../db/connection';
import { reduxStore } from '../store';
import * as express from 'express';
const initialiseServer = async () => {
const PORT = 8080;
const app = express();
const provider = createPostresEventStoreProvider({
eventSchema: 'core_domain',
poolConfig,
});
const { raiseEvent } = await initialiseEventSourcingSystem({
reduxStore,
eventStoreProvider: provider,
});
app.get('/count', (res, req) => {
const { count } = reduxStore.getState();
res.json({ count });
});
app.post('/count', async (res, req) => {
const { count } = await raiseEvent({ type: 'COUNTED' });
// The raise event function returns the updated state after the raised event has propagated back through redux
// It's able to make use of this by keeping track of the lastEventId in your redux store.
res.json({ count });
})
app.listen(PORT, () => {
console.log(`Server started on port ${PORT}`);
});
return app;
};
initialiseServer();
Redux state is now coupled to the event store. Whenever you save an event, your redux state will update once it has received the event from the subscriber.
For this to work, your redux store needs a little extra functionality. The eventStoreReduxEnhancer
provides this functionality as a redux enhancement. You provide this to the createStore
function when creating your store as follows:
import { createStore, Reducer } from 'redux';
import { eventStoreReduxEnhancer, EventBase } from 'es-reduxed';
type State = {
count: number
};
interface CountEvent extends EventBase {
type: 'COUNTED';
};
const initalState: State = {
count: 0,
};
const countReducer: Reducer<State, CountEvent> = (state = initalState, event) => {
switch (event.type) {
case 'COUNTED':
return {
count: state.count + 1,
}
default:
return state;
}
}
export const reduxStore = createStore(countReducer, initalState, eventStoreReduxEnhancer);
If you use multiple store enhancers, such as the applyMiddleware
function provided by redux, you compose these enhancers as follows:
// ...
const middlewareEnhancer = applyMiddleware(loggerMiddleware, thunkMiddleware);
const composedEnhancers = compose(middlewareEnhancer, eventStoreReduxEnhancer);
export const reduxStore = createStore(countReducer, initalState, composedEnhancers);
In the previous example you will notice that our actions extend EventBase
instead of Action
. This is because the events we use in event sourcing have a particular structure and require particular properties to be present in addition to the type
property required by actions. When you raise an event, most of this is taken care of for you by the provider. However your events will form a discriminated union of well typed event payloads based on the type
property which acts as a discriminator.
This is typically how most people use redux anyway. Here's an example:
interface MoneyDepositedEvent extends EventBase {
type: 'MONEY_DEPOSITED';
payload: {
userId: number;
value: number;
}
};
interface AccountClosedEvent extends EventBase {
type: 'ACCOUNT_CLOSED';
payload: {
userId: number
}
};
export type BankEvents = MoneyDepositedEvent | AccountClosedEvent;
Our bank events will now have well typed payloads and produce a compile-time error if I attempt to access payload.value
on an AccountClosedEvent
.
Connect your serverside redux implementation using remote-redux-devtools
.
import { createStore } from 'redux';
import { composeWithDevTools } from 'remote-redux-devtools';
import { EventStoreBase, eventStoreReduxEnhancer } from 'es-reduxed';
import {
reducer,
initialState,
State,
Events,
} from './reducer';
const composeEnhancers = composeWithDevTools({ realtime: true, port: 8000 });
export const store = createStore<
State,
Events,
unknown,
EventStoreBase
>(reducer, initialState, composeEnhancers(eventStoreReduxEnhancer));
You can then connect to it using the normal redux devtools extension as a remote instance:
- Click remote
- Click settings
- Select "Use custom (local) server"
Events and actions are very similar, and the difference is mostly a matter of semantics, but in programming, semantics matter. Running a reducer over events or actions still produces the current state, however there are key differences:
- Events describe something that occurred in the past tense, and may include a payload of data describing what happened (e.g., an amount of money that was applied to an account)
- Events must be named in the past tense, e.g.
AccountCreated
,ProductDestroyed
,LoginSucceeded
- Actions describe an imperative behaviour or command. They are analogous to CQRS style commands, but not strictly. Actions describe a thing that is occurring or must occur, i.e.
CreateAccount
,DestroyProduct
,LoginUser
. This ambiguity between is occurring or must occur makes actions difficult to work with for an event sourcing solution. If I log in a user, did it succeed? Will I only issue the action if the user can login successfully, or do I need to track some sort of failure event emitted in response to this action?
These ambiguities aren't a bit deal when we're writing frontend code, controlling which tab we have open or the state of a toggled tray. These ambiguities are a concern when we're persisting them to a storage layer as the record of fact about significant business events.
For that reason, es-reduxed
recommends always using events written in the past tense for your event sourcing solution.