Section 5: Complete Event Sourced entity

Language

On this page, we will complete the cart entity with more commands and events. This ShoppingCart entity will use Event Sourcing to persist events that represent changes to the state of the cart.

This part of the full example will focus on the shopping cart entity.

On this page you will learn how to:

implement an Event Sourced entity by expanding work from the previous steps and adding to the ShoppingCart:
- Checkout - a command to checkout the shopping cart
- CheckedOut - an event to capture checkouts
- Get - a way get the current state of the shopping cart

At the end, we also provide a list of Optional commands and events that you can add on your own to test your knowledge.

Source downloads

If you prefer to simply view and run the example, download a zip file containing the completed code:

Java

Source that includes all previous tutorial steps and allows you to start with the steps on this page.
Source with the steps on this page completed.

Scala

Source that includes all previous tutorial steps and allows you to start with the steps on this page.
Source with the steps on this page completed.

1. Add the command and event for checkout

When the cart has been checked out it should not accept any commands that change its state. However, it should still be possible to Get the current state of a checked out cart. We suggest you try implementing Checkout on your own and then compare it with the solution shown below. Add the Checkout command alongside the existing AddItem command.

The following sections show our solution.

1.1. Checkout command

Java

src/main/java/shopping/cart/ShoppingCart.java

record Checkout(ActorRef<StatusReply<Summary>> replyTo) implements Command {}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

final case class Checkout(replyTo: ActorRef[StatusReply[Summary]])
    extends Command

scala

1.2. CheckedOut event

The corresponding CheckedOut event:

Java

src/main/java/shopping/cart/ShoppingCart.java

record CheckedOut(String cartId, Instant eventTime) implements Event {}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

final case class CheckedOut(cartId: String, eventTime: Instant) extends Event

scala

1.3. State changes

The state should include a value for if and when the cart was checked out:

Java

src/main/java/shopping/cart/ShoppingCart.java

public record State(Map<String, Integer> items, Optional<Instant> checkoutDate)
    implements CborSerializable {

  public State() {
    this(new HashMap<>(), Optional.empty());
  }

  public boolean isCheckedOut() {
    return checkoutDate.isPresent();
  }

  public State checkout(Instant now) {
    return new State(items, Optional.of(now));
  }

  public Summary toSummary() {
    return new Summary(items, isCheckedOut());
  }

  public boolean hasItem(String itemId) {
    return items.containsKey(itemId);
  }

  public State updateItem(String itemId, int quantity) {
    Map<String, Integer> updatedItems = new HashMap<>(this.items);
    if (quantity == 0) {
      updatedItems.remove(itemId);
    } else {
      updatedItems.put(itemId, quantity);
    }
    return new State(updatedItems, this.checkoutDate);
  }

  public boolean isEmpty() {
    return items.isEmpty();
  }

}

public record Summary(Map<String, Integer> items, boolean checkedOut)
    implements CborSerializable {}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

final case class State(items: Map[String, Int], checkoutDate: Option[Instant])
    extends CborSerializable {

  def isCheckedOut: Boolean =
    checkoutDate.isDefined

  def checkout(now: Instant): State =
    copy(checkoutDate = Some(now))

  def toSummary: Summary =
    Summary(items, isCheckedOut)
}

object State {
  val empty =
    State(items = Map.empty, checkoutDate = None)
}

final case class Summary(items: Map[String, Int], checkedOut: Boolean)
    extends CborSerializable

scala

1.4. Unit test

Add a unit test for the new Checkout command in ShoppingCartSpec ShoppingCartTest:

Java

src/test/java/shopping/cart/ShoppingCartTest.java

@Test
public void checkout() {
  CommandResultWithReply<
          ShoppingCart.Command,
          ShoppingCart.Event,
          ShoppingCart.State,
          StatusReply<ShoppingCart.Summary>>
      result1 =
          eventSourcedTestKit.runCommand(replyTo -> new ShoppingCart.AddItem("foo", 42, replyTo));
  assertTrue(result1.reply().isSuccess());
  CommandResultWithReply<
          ShoppingCart.Command,
          ShoppingCart.Event,
          ShoppingCart.State,
          StatusReply<ShoppingCart.Summary>>
      result2 = eventSourcedTestKit.runCommand(ShoppingCart.Checkout::new);
  assertTrue(result2.reply().isSuccess());
  assertTrue(result2.event() instanceof ShoppingCart.CheckedOut);
  assertEquals(CART_ID, result2.event().cartId());

  CommandResultWithReply<
          ShoppingCart.Command,
          ShoppingCart.Event,
          ShoppingCart.State,
          StatusReply<ShoppingCart.Summary>>
      result3 =
          eventSourcedTestKit.runCommand(replyTo -> new ShoppingCart.AddItem("foo", 42, replyTo));
  assertTrue(result3.reply().isError());
}

java

Scala

src/test/scala/shopping/cart/ShoppingCartSpec.scala

"checkout" in {
  val result1 =
    eventSourcedTestKit.runCommand[StatusReply[ShoppingCart.Summary]](
      ShoppingCart.AddItem("foo", 42, _))
  result1.reply.isSuccess should ===(true)
  val result2 = eventSourcedTestKit
    .runCommand[StatusReply[ShoppingCart.Summary]](ShoppingCart.Checkout(_))
  result2.reply should ===(
    StatusReply.Success(summary(Map("foo" -> 42), checkedOut = true)))

  val result3 =
    eventSourcedTestKit.runCommand[StatusReply[ShoppingCart.Summary]](
      ShoppingCart.AddItem("bar", 13, _))
  result3.reply.isError should ===(true)
}

scala

You will also have to update the "add item" to use the new Summary signature.

Commands should be handled differently when the cart has been checked out. AddItem is no longer allowed after checkout. Therefore, we refactor the handleCommand commandHandler method into two separate methods openShoppingCart and checkedOutShoppingCart that are used depending on the checkedOut state. The previous code for AddItem goes into the openShoppingCart method as well as the new Checkout command.

Java

src/main/java/shopping/cart/ShoppingCart.java

@Override
public CommandHandlerWithReply<Command, Event, State> commandHandler() {
  return openShoppingCart()
      .orElse(checkedOutShoppingCart())
      .build();
}

private CommandHandlerWithReplyBuilderByState<Command, Event, State, State> openShoppingCart() {
  return newCommandHandlerWithReplyBuilder()
      .forState(state -> !state.isCheckedOut())
      .onCommand(AddItem.class, this::onAddItem)
      .onCommand(Checkout.class, this::onCheckout);
}

private ReplyEffect<Event, State> onAddItem(State state, AddItem cmd) {
  if (state.hasItem(cmd.itemId)) {
    return Effect()
        .reply(
            cmd.replyTo,
            StatusReply.error(
                "Item '" + cmd.itemId + "' was already added to this shopping cart"));
  } else if (cmd.quantity <= 0) {
    return Effect().reply(cmd.replyTo, StatusReply.error("Quantity must be greater than zero"));
  } else {
    return Effect()
        .persist(new ItemAdded(cartId, cmd.itemId, cmd.quantity))
        .thenReply(cmd.replyTo, updatedCart -> StatusReply.success(updatedCart.toSummary()));
  }
}

private ReplyEffect<Event, State> onCheckout(State state, Checkout cmd) {
  if (state.isEmpty()) {
    return Effect()
        .reply(cmd.replyTo, StatusReply.error("Cannot checkout an empty shopping cart"));
  } else {
    return Effect()
        .persist(new CheckedOut(cartId, Instant.now()))
        .thenReply(cmd.replyTo, updatedCart -> StatusReply.success(updatedCart.toSummary()));
  }
}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

private def handleCommand(
    cartId: String,
    state: State,
    command: Command): ReplyEffect[Event, State] = {
  // The shopping cart behavior changes if it's checked out or not.
  // The commands are handled differently for each case.
  if (state.isCheckedOut)
    checkedOutShoppingCart(cartId, state, command)
  else
    openShoppingCart(cartId, state, command)
}

private def openShoppingCart(
    cartId: String,
    state: State,
    command: Command): ReplyEffect[Event, State] = {
  command match {
    case AddItem(itemId, quantity, replyTo) =>
      if (state.hasItem(itemId))
        Effect.reply(replyTo)(
          StatusReply.Error(
            s"Item '$itemId' was already added to this shopping cart"))
      else if (quantity <= 0)
        Effect.reply(replyTo)(
          StatusReply.Error("Quantity must be greater than zero"))
      else
        Effect
          .persist(ItemAdded(cartId, itemId, quantity))
          .thenReply(replyTo) { updatedCart =>
            StatusReply.Success(updatedCart.toSummary)
          }
    case Checkout(replyTo) =>
      if (state.isEmpty)
        Effect.reply(replyTo)(
          StatusReply.Error("Cannot checkout an empty shopping cart"))
      else
        Effect
          .persist(CheckedOut(cartId, Instant.now()))
          .thenReply(replyTo)(updatedCart =>
            StatusReply.Success(updatedCart.toSummary))
  }
}

scala

In checkedOutShoppingCart the AddItem and Checkout commands should be rejected:

Java

src/main/java/shopping/cart/ShoppingCart.java

private CommandHandlerWithReplyBuilderByState<Command, Event, State, State>
    checkedOutShoppingCart() {
  return newCommandHandlerWithReplyBuilder()
      .forState(State::isCheckedOut)
      .onCommand(
          AddItem.class,
          cmd ->
              Effect()
                  .reply(
                      cmd.replyTo,
                      StatusReply.error(
                          "Can't add an item to an already checked out shopping cart")))
      .onCommand(
          Checkout.class,
          cmd ->
              Effect()
                  .reply(
                      cmd.replyTo,
                      StatusReply.error("Can't checkout already checked out shopping cart")));
}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

private def checkedOutShoppingCart(
    cartId: String,
    state: State,
    command: Command): ReplyEffect[Event, State] = {
  command match {
    case cmd: AddItem =>
      Effect.reply(cmd.replyTo)(
        StatusReply.Error(
          "Can't add an item to an already checked out shopping cart"))
    case cmd: Checkout =>
      Effect.reply(cmd.replyTo)(
        StatusReply.Error("Can't checkout already checked out shopping cart"))
  }
}

scala

1.5. Event handler

We still need to add the event handler for the CheckedOut event in the handleEvent method:

Java

src/main/java/shopping/cart/ShoppingCart.java

@Override
public EventHandler<State, Event> eventHandler() {
  return newEventHandlerBuilder()
      .forAnyState()
      .onEvent(ItemAdded.class, (state, evt) -> state.updateItem(evt.itemId, evt.quantity))
      .onEvent(CheckedOut.class, (state, evt) -> state.checkout(evt.eventTime))
      .build();
}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

private def handleEvent(state: State, event: Event): State = {
  event match {
    case ItemAdded(_, itemId, quantity) =>
      state.updateItem(itemId, quantity)
    case CheckedOut(_, eventTime) =>
      state.checkout(eventTime)
  }
}

scala

1.6. Run unit tests

That should cover everything for the Checkout command. If you shut down the service after the previous exercise you will need to restart it using docker compose up -d in the command line. Let’s confirm everything by running the unit tests with:

mvn test

shell script

2. Add Get command

Add the Get command alongside the existing AddItem and Checkout commands:

Java

src/main/java/shopping/cart/ShoppingCart.java

record Get(ActorRef<Summary> replyTo) implements Command {}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

final case class Get(replyTo: ActorRef[Summary]) extends Command

scala

Add a unit test for the new Get command in ShoppingCartSpec:

Java

src/test/java/shopping/cart/ShoppingCartTest.java

@Test
public void get() {
  CommandResultWithReply<
          ShoppingCart.Command,
          ShoppingCart.Event,
          ShoppingCart.State,
          StatusReply<ShoppingCart.Summary>>
      result1 =
          eventSourcedTestKit.runCommand(replyTo -> new ShoppingCart.AddItem("foo", 42, replyTo));
  assertTrue(result1.reply().isSuccess());

  CommandResultWithReply<
          ShoppingCart.Command, ShoppingCart.Event, ShoppingCart.State, ShoppingCart.Summary>
      result2 = eventSourcedTestKit.runCommand(ShoppingCart.Get::new);
  assertFalse(result2.reply().checkedOut());
  assertEquals(1, result2.reply().items().size());
  assertEquals(42, result2.reply().items().get("foo").intValue());
}

java

Scala

src/test/scala/shopping/cart/ShoppingCartSpec.scala

"get" in {
  val result1 =
    eventSourcedTestKit.runCommand[StatusReply[ShoppingCart.Summary]](
      ShoppingCart.AddItem("foo", 42, _))
  result1.reply.isSuccess should ===(true)

  val result2 = eventSourcedTestKit.runCommand[ShoppingCart.Summary](
    ShoppingCart.Get(_))
  result2.reply should ===(summary(Map("foo" -> 42), checkedOut = false))
}

scala

The command handler for Get is independent of the checkedOut state, so it can be added to the command handler builder using forAnyState():

Java

src/main/java/shopping/cart/ShoppingCart.java

@Override
public CommandHandlerWithReply<Command, Event, State> commandHandler() {
  return openShoppingCart()
      .orElse(checkedOutShoppingCart())
      .orElse(getCommandHandler())
      .build();
}

private CommandHandlerWithReplyBuilderByState<Command, Event, State, State> getCommandHandler() {
  return newCommandHandlerWithReplyBuilder()
      .forAnyState()
      .onCommand(Get.class, (state, cmd) -> Effect().reply(cmd.replyTo, state.toSummary()));
}

java

Scala

src/main/scala/shopping/cart/ShoppingCart.scala

case Get(replyTo) =>
  Effect.reply(replyTo)(state.toSummary)

scala

Try the new Get command by running the unit tests with:

mvn test

shell script

3. Add new operations to the service descriptor

In the existing shopping_cart_service.proto add corresponding operation definitions in the form of the two rpc calls listed below:

src/main/protobuf/shoppingcart/shopping_cart_service.proto

syntax = "proto3";

package shoppingcart;

option java_multiple_files = true;
option java_package = "shopping.cart.proto";

// gRPC definition for ShoppingCartService

service ShoppingCartService {
  rpc AddItem(AddItemRequest) returns (Cart) {}
  rpc Checkout(CheckoutRequest) returns (Cart) {} (1)
  rpc GetCart(GetCartRequest) returns (Cart) {} (2)
}

message AddItemRequest {
  string cart_id = 1;
  string item_id = 2;
  int32 quantity = 3;
}
message CheckoutRequest {
  string cart_id = 1;
}

message GetCartRequest {
  string cart_id = 1;
}

message Cart { (3)
  repeated Item items = 1;
  bool checked_out = 2; (4)
}

message Item {
  string item_id = 1;
  int32 quantity = 2;
}

protobuf

1	Defines the `Checkout` operation.
2	Defines the `GetCart` operation.
3	For simplicity, most requests share a common response. However, for easier evolution of an interface, separate responses are often a better choice.
4	Note the new `checked_out` flag.

Generate code by compiling the project:

mvn compile

shell script

You will see a compilation error in ShoppingCartServiceImpl.scala ShoppingCartServiceImpl.java, but that is expected with the changed Protobuf definition. We will fix that now.

Add implementations of the new operations in ShoppingCartServiceImpl in the same way as addItem:

Java

src/main/java/shopping/cart/ShoppingCartServiceImpl.java

@Override
public CompletionStage<Cart> checkout(CheckoutRequest in) {
  logger.info("checkout {}", in.getCartId());
  var entityRef = sharding.entityRefFor(ShoppingCart.ENTITY_KEY, in.getCartId());
  var reply =
      entityRef
          .askWithStatus(ShoppingCart.Checkout::new, timeout)
          .thenApply(ShoppingCartServiceImpl::toProtoCart);
  return convertError(reply);
}

@Override
public CompletionStage<Cart> getCart(GetCartRequest in) {
  logger.info("getCart {}", in.getCartId());
  var entityRef = sharding.entityRefFor(ShoppingCart.ENTITY_KEY, in.getCartId());
  var reply = entityRef.ask(ShoppingCart.Get::new, timeout);
  var protoCart =
      reply.thenApply(
          cart -> {
            if (cart.items().isEmpty())
              throw new GrpcServiceException(
                  Status.NOT_FOUND.withDescription("Cart " + in.getCartId() + " not found"));
            else return toProtoCart(cart);
          });
  return convertError(protoCart);
}

java

Scala

src/main/scala/shopping/cart/ShoppingCartServiceImpl.scala

override def checkout(in: proto.CheckoutRequest): Future[proto.Cart] = {
  logger.info("checkout {}", in.cartId)
  val entityRef = sharding.entityRefFor(ShoppingCart.EntityKey, in.cartId)
  val reply: Future[ShoppingCart.Summary] =
    entityRef.askWithStatus(ShoppingCart.Checkout)
  val response = reply.map(cart => toProtoCart(cart))
  convertError(response)
}

override def getCart(in: proto.GetCartRequest): Future[proto.Cart] = {
  logger.info("getCart {}", in.cartId)
  val entityRef = sharding.entityRefFor(ShoppingCart.EntityKey, in.cartId)
  val response =
    entityRef.ask(ShoppingCart.Get).map { cart =>
      if (cart.items.isEmpty)
        throw new GrpcServiceException(
          Status.NOT_FOUND.withDescription(s"Cart ${in.cartId} not found"))
      else
        toProtoCart(cart)
    }
  convertError(response)
}

scala

We also have to include the new checkedOut flag when converting from ShoppingCart.Summary to proto.Cart.

Java

src/main/java/shopping/cart/ShoppingCartServiceImpl.java

private static Cart toProtoCart(ShoppingCart.Summary cart) {
  List<Item> protoItems =
      cart.items().entrySet().stream()
          .map(
              entry ->
                  Item.newBuilder()
                      .setItemId(entry.getKey())
                      .setQuantity(entry.getValue())
                      .build())
          .collect(Collectors.toList());

  return Cart.newBuilder().setCheckedOut(cart.checkedOut()).addAllItems(protoItems).build();
}

java

Scala

src/main/scala/shopping/cart/ShoppingCartServiceImpl.scala

private def toProtoCart(cart: ShoppingCart.Summary): proto.Cart = {
  proto.Cart(
    cart.items.iterator.map { case (itemId, quantity) =>
      proto.Item(itemId, quantity)
    }.toSeq,
    cart.checkedOut)
}

scala

4. Run locally

Start the PostgreSQL database, unless it’s already running:

docker compose up -d

shell script

Run the service with:

# make sure to compile before running exec:exec
mvn compile exec:exec -DAPP_CONFIG=local1.conf

shell script

4.1. Exercise the service

Use grpcurl to exercise the service:

Add an item to the cart:

grpcurl -d '{"cartId":"cart2", "itemId":"socks", "quantity":3}' -plaintext 127.0.0.1:8101 shoppingcart.ShoppingCartService.AddItem

shell script

Check the quantity of the cart:

grpcurl -d '{"cartId":"cart2"}' -plaintext 127.0.0.1:8101 shoppingcart.ShoppingCartService.GetCart

shell script

Check out cart:

grpcurl -d '{"cartId":"cart2"}' -plaintext 127.0.0.1:8101 shoppingcart.ShoppingCartService.Checkout

shell script

4.2. Stop the service

When finished, stop the service with ctrl-c. Leave PostgreSQL running for the next set of steps, or stop it with:

docker compose stop

shell script

Optional commands and events

The commands and events listed in this section are not mandatory for subsequent steps of the tutorial and their details won’t be covered on this page. You can implement the commands, events, and State management following the pattern we used for the AddItem command and ItemAdded event in the previous step. This is a good exercise to help solidify your knowledge of how to implement EventSourcedBehavior. Optional commands and corresponding events that you can add on your own:

RemoveItem - remove an item from the cart
AdjustItemQuantity - adjust the quantity of an item in the cart
ItemRemoved
ItemQuantityAdjusted

After adding the optional commands, you can build and run again and try them out:

Update the quantity of an item:

grpcurl -d '{"cartId":"cart1", "itemId":"socks", "quantity":6}' -plaintext 127.0.0.1:8101 shoppingcart.ShoppingCartService.UpdateItem

shell script

Get the cart state again:

grpcurl -d '{"cartId":"cart1"}' -plaintext 127.0.0.1:8101 shoppingcart.ShoppingCartService.GetCart

shell script

Section 5: Complete Event Sourced entity

Source downloads

1. Add the command and event for checkout

1.1. Checkout command

1.2. CheckedOut event

1.3. State changes

1.4. Unit test

1.5. Event handler

1.6. Run unit tests

2. Add Get command

3. Add new operations to the service descriptor

4. Run locally

4.1. Exercise the service

4.2. Stop the service

Optional commands and events

Learn more