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zi&o^ZZ>uKL|3_&7(DJ$g+;lSercbm2$mD8GI44F{;uD*aL*=H6geIALQ4Q126JQY- z!3z`Y=;jd6?$ zu(HUT}5LU6O- ZLg%lHQ&nYj@Ye{JhKjCosiO7U{{Y*oZ#@72 literal 0 HcmV?d00001 diff --git a/cookbooks/workflow versioning/workflow-versioning-megafood.md b/cookbooks/workflow versioning/workflow-versioning-megafood.md new file mode 100644 index 0000000..1ac5819 --- /dev/null +++ b/cookbooks/workflow versioning/workflow-versioning-megafood.md @@ -0,0 +1,429 @@ +# Instafood: Cadence Workflow Versioning Cookbook + +![Instaclustr Managed Cadence](images/Instaclustr_Product_Managed_Cadence.png) + +## Introduction + +### Who is this cookbook for? + +This cookbook is for developers and engineers of all levels looking to understand how to change workflows in Cadence using the versioning API. +The recipe in this book provides *"Hello World!"* type examples based on simple scenarios and use cases. + +### What you will learn + +How to setup a simple Cadence application which implements workflow versioning on Instaclustr's Managed Service Platform. + +### What you will need + +- An account on Instaclustr’s managed service platform (sign up for a free trial using the + following [signup link](https://console2.instaclustr.com/signup)) +- Basic Java 11 and Gradle installation +- IntelliJ Community Edition, Visual Studio Code or any other IDE with Gradle support +- Docker (optional: only needed to run Cadence command line client) + +### What is Cadence? + +A large number of use cases span beyond a single request-reply, require tracking of a complex state, respond to asynchronous events, and communicate to external unreliable dependencies. The usual approach to building such applications is a hodgepodge of stateless services, databases, cron jobs, and queuing systems. This negatively impacts developer productivity as most of the code is dedicated to plumbing, obscuring the actual business logic behind a myriad of low-level details. + +Cadence is an orchestration framework that helps developers write fault-tolerant, long-running applications, also known as workflows. In essence, it provides a durable virtual memory that is not linked to a specific process or host, and is able to rebuild application state by replaying individual steps. This includes function stacks, with local variables across all sorts of host and software failures. This allows you to write code using the full power of a programming language while Cadence takes care of durability, availability, and scalability of the application. + +## What is workflow versioning? + +Cadence's core abstraction is a fault-oblivious stateful **workflow**. Workflow definitions are built by combining fully deterministic code, and calls to external services using the **activities** interface, to define a replayable, fault tolerant workflow. + +Over time, it will become neccesary to modify the workflow, or activity code, when requirements change or interfaces are updated. This can introduce problems for workflows that are currently running. + +How do we introduce changes that both satisfy our new requirements and do not introduce non-deterministic changes for workflows that are currently executing? + +Cadence supports this with the **versioning api**. + +### Cadence's state recovery and determinisim requirement + +The most powerful feature that Cadence offers is fault tolerant workflow execution. In order to deliver that feature, Cadence must be able to recover a workflow that has failed mid-execution, and continue execution as if no problem has occured. + +So how does Cadence do this? With a combination of re-executing workflow code and persisting activity results. + +Lets consider a simple example workflow with 3 activity calls. + +```java + Result r1 = activity.Step1(); + + Result r2 = activity.Step2(r1); + + Result r3 = activity.Step3(r2); + + return r3; +``` + +Now lets imagine our workflow code is being executed, and the worker process crashes after step 2 completes but before step 3 executes. + +When a new workflow worker comes online, it will execute the workflow starting at step 1. When encountering a call to an activity, Cadence will first check to see if there is an event and result in the history table, and if there is, will instantly return that result to the workflow worker. + +If we return to our example, the workflow will immediately return to step 3, having restored the history in the workflow and continue execution. + +### Why do we need deterministic code? + +In our previous example, imagine what would happen if our recovering workflow code did not execute the activities in the same order as they did the first time. + +If our workflow code was not deterministic, instead of executing activities 1-2-3, we might have some code that optionally calls activity 3 before activity 2, 1-3-2. + +How can Cadence recover a workflow which may execute activities in different order? Short answer, it can't. +If our non-deterministic workflow were to fail and a worker started to recover it, when Cadence encounters a call to an activity that isn't in the history it will throw an exception. + +## Workflow versioning deep dive + +So now we understand how Cadence persists activity results, and how it can use the event history to recover a failed worker process. +We also understand that our workflow code must be deterministic, otherwise the workflow is not reliably recoverable. + +This leaves us with a problem, what do we do when we **need** to update our workflow code with changes that will make *existing* workflows behave non-deterministically? + +Thankfully, Cadence has support for this. + +### Updated example + +Lets update our example workflow in response to a new requirement: + +1. Something starts +2. Updated activity requirement +~~2. Long running, expensive api call~~ +3. Take the result and return it + +We have replaced step 2 with an updated activity call and we want to deploy it, but if we have active workflows it will not be possible for them to recover with the newly updated workflow. + +With the Cadence SDK, we can introduce branching logic using the *workflow.getVersion()* procedure call. + +1. Something starts +version = workflow.getVersion("addedThing", Workflow.DEFAULT_VERSION, 1) +if (version == Workflow.DEFAULT_VERSION) { + 2. Updated activity requirement +} else +{ + 2. Long running, expensive api call +} +3. Take the result and return it + +#### Workflow.getVersion explainer + +Our new workflow code uses *workflow.getVersion* to decide where it should execute the old or new code paths. How does this work for workflows that started executing before the version check was implemented? + +First, lets break down the 3 parameters in this call: +1. the "marker" name, a unique identifier that represents the change made +2. *minSupported* the lowest version supported by this workflow. In our example, Workflow.DEFAULT_VERSION +3. *maxSupported* the highest version supported. In our example, 1. + +When a workflow encounters this call, it will check the version history for an event with the "marker" name and then makes the following decisions. +* If we are replaying history, due to a worker recovery or replay command, and there is no version event recorded - Record the *minSupported* value and return it +* If this there is no remaining history to replay and there is no version event recorded - Record the *maxSupported* value and return it +* If there is an existing entry in the history, return the recorded value. + +#### Making additional changes +*workflow.getVersion* can support multiple updates. We can increase the *maxSupported* value when we add additional changes and introduce even more branching paths to our workflow code. + +Eventually, all the workflows running the old logic will complete, and we can consider them no long supported. In this case we can update the *minSupported* value, and then we can remove the workflow branch that supported that version. + +Phew! Our workflow has been updated, and it remains deterministic. The first time we encounter a version check, its value is persisted, so if we ever replay the history, the value will always remain the same and we can build our workflow code around that guarantee. + +### Invoking a child workflow + +The code to invoke a child workflow is almost identical to invoking a regular workflow: +```java + // We first create a stub for the child workflow and include a set of options + MyCustomChildWorkflow child = Workflow.newChildWorkflowStub(MyCustomChildWorkflow.class, options); + + // Asynchronous + // Then we call the function to start it + // This is a non blocking call that returns immediately. + Promise result = Async.function(child::doWork); + + // Or synchronous + // Block until the child workflow completes + child.doWork(); +``` + +We start by creating a **child workflow stub**. When we create this stub we can optionally pass it some **child workflow options**, which allow you to change the rules of how this child workflow executes compared to its parent. +Some of the options we can change are the domain, tasklist, timeout settings, retry settings and more. If we choose to omit this value, the child workflow will inherit all of these settings from its parent. + +The workflow stub has the methods to start the workflow, and they can be invoked in two ways: +1. Asynchronously - This returns a promise object, a *Future* which will be used to store the result of the child workflow after it has completed. After making this call, the workflow code will continue and the child workflow will execute in parallel. +2. Synchronously - This will block like a regular function call and is invoked as such. The parent workflow won't continue until the child workflow has completed. + +### Child workflow limitations + +Since workflows are the main building blocks of Cadence, there are very few limitations to child workflows. + +However one to be aware of is that there is no shared state between the parent and child workflows. Asynchronous communication can be built between the workflow instances, but if there is constant communication of state going back and forth, its probably a better candidate for a single workflow.. + +## Use Case Example: Instafood meets MegaBurgers + +In order to see this pattern in action, we'll create some child workflows in our sample project. + +### Instafood Brief + +Instafood is an online app-based meal delivery service. Customers can place an order for food from their favorite local restaurants via Instafood’s mobile app. Orders can be for pickup or delivery. If delivery is chosen, Instafood will organize to have one of their many delivery drivers pickup the order from the restaurant and deliver it to the customer. Instafood provides each restaurant a kiosk/tablet which is used for communication between Instafood and the restaurant. Instafood notifies the restaurant when an order is placed, and then the restaurant can accept the order, provide an ETA, mark it as ready, etc. For delivery orders, Instafood will coordinate to have a delivery driver pick up based on the ETA. + +### Ordering from "MegaBurgers" + +MegaBurgers is a large multinational fast food hamburger chain. They have an existing mobile app and website that uses a back-end REST API for customers to place orders. Instafood’s backend will directly integrate with MegaBurgers’s existing REST-based ordering system to place orders and receive updates. + +![MegaBurger's order status](images/Diagram_3.png) + +*Fig 2. MegaBurger's order state machine* + +We are designing Instafood to offer meals from any restaurant that signs up to our service. Each company will have its own method to take orders and monitor progress, which makes it a perfect candidate to implement via a child workflow. + +In the case of MegaBurger this is done via the following **if** statment, which is made at the time of ordering. + +``` java + if (Restaurant.MEGABURGER.equals(order.getRestaurant())) { + MegaBurgerOrderWorkflow megaBurgerOrderWorkflow = Workflow.newChildWorkflowStub(MegaBurgerOrderWorkflow.class); + Async.procedure(megaBurgerOrderWorkflow::orderFood, order); + } +``` +The above example shows how simple this makes the parent workflow, it doesn't have to know about the various peculiarities of each company's order process. That's the job of the child workflow to implement. + +## Setting up Instafood Project + +In order to run the sample project yourself you’ll need to set up a Cadence cluster. We’ll be using Instaclustr’s Managed Service platform to do so. + +### Step 1 - Creating Instaclustr Managed Clusters + +A Cadence cluster requires an Apache Cassandra® cluster to connect to for its persistence layer. In order to set up both Cadence and Cassandra clusters we’ll follow ["Creating a Cadence Cluster" documentation.](https://www.instaclustr.com/support/documentation/cadence/getting-started-with-cadence/creating-a-cadence-cluster/) + +By using Instaclustr platform, the following operations are handled automatically for you: + +- Firewall rules will automatically get configured on the Cassandra cluster for Cadence nodes. +- Authentication between Cadence and Cassandra will get configured, including client encryption settings. +- The Cadence default and visibility keyspaces will be created automatically in Cassandra. +- A link will be created between the two clusters, ensuring you don’t accidentally delete the Cassandra cluster before + Cadence. +- A Load Balancer will be created. It is recommended to use the load balancer address to connect to your cluster. + +### Step 2 - Setting up Cadence Domain + +Cadence is backed by a multi-tenant service where the unit of isolation is called a domain. In order +to get our Instafood application running we first need to register a domain for it. + +1. In order to interact with our Cadence cluster, we need to install its command line interface client. + + #### macOS + If using a macOS client the Cadence CLI can be installed with Homebrew as follows: + ```bash + brew install cadence-workflow + # run command line client + cadence + ``` + + #### Other Systems + If not, the CLI can be used via Docker Hub image `ubercadence/cli`: + ```bash + # run command line client + docker run --network=host --rm ubercadence/cli:master + ``` + + For the rest of the steps we'll use `cadence` to refer to the client. + +2. In order to connect, it is recommended to use the load balancer address to connect to your cluster. This can be found at the top of the + *Connection Info* tab, and will look like this: "ab-cd12ef23-45gh-4baf-ad99-df4xy-azba45bc0c8da111.elb.us-east-1.amazonaws.com". We'll call this the . + + + +3. We can now test our connection by listing current domains: + + ```bash + cadence --ad :7933 admin domain list + ``` + +4. Add `instafood` domain: + + ```bash + cadence --ad :7933 --do instafood domain register + ``` + +5. Check it was registered accordingly: + + ```bash + cadence --ad :7933 --do instafood domain describe + ``` + +### Step 3 - Run Instafood Sample Project + +1. Clone Gradle project + from [Instafood project git repository](https://github.com/instaclustr/cadence-cookbooks-instafood). + +2. Open property file at `instafood/src/main/resources/instafood.properties` and replace `cadenceHost` value with your + load balancer address: + + ```properties + cadenceHost= + ``` + +3. You can now run the app by + ```bash + cadence-cookbooks-instafood/instafood$ ./gradlew run + ``` + or executing *InstafoodApplication* main class from your IDE: + + ![Running Instafood app](images/run_instafood.png) + +4. Check it is running by looking into its terminal output: + + ![Instafood running terminal output](images/instafood_app_running.png) + +## Instafood order workflow review + +Now that we have everything set up, lets look at the actual integration between Instafood and Megaburger, and how child workflows are used. + +First, lets look at the Instafood workflow. The main function is **orderFood**, which gets started when an order is placed: + +**Instafood workflow** +```java + public void orderFood(FoodOrder order) { + if (Restaurant.MEGABURGER.equals(order.getRestaurant())) { + MegaBurgerOrderWorkflow megaBurgerOrderWorkflow = Workflow.newChildWorkflowStub(MegaBurgerOrderWorkflow.class); + Async.procedure(megaBurgerOrderWorkflow::orderFood, order); + } else { + throw new RuntimeException("Restaurant option not available"); + } + // Wait for an ETA or abort if restaurant rejected order + Workflow.await(() -> etaInMinutes != -1 || OrderStatus.REJECTED.equals(currentStatus)); + if (OrderStatus.REJECTED.equals(currentStatus)) { + throw new RuntimeException("Order was rejected by restaurant"); + } + + if (!order.isPickup()) { + // Wait for predicted ETA or until order marks as ready + Workflow.await(Duration.ofMinutes(getTimeToSendCourier()), () -> OrderStatus.READY.equals(currentStatus)); + + CourierDeliveryWorkflow courierDeliveryWorkflow = Workflow.newChildWorkflowStub(CourierDeliveryWorkflow.class); + Async.procedure(courierDeliveryWorkflow::deliverOrder, new CourierDeliveryJob(order.getRestaurant(), order.getAddress(), order.getTelephone())); + + Workflow.await(() -> OrderStatus.COURIER_DELIVERED.equals(currentStatus)); + } else { + Workflow.await(() -> OrderStatus.RESTAURANT_DELIVERED.equals(currentStatus)); + } + } +``` + +We can see here, we currently only support the Megaburger restaurant, but there is scope to add more later! + +As we mentioned earlier, we invoke the child workflow by creating the **child workflow stub** and starting the **orderFood** workflow on it. + +This particular workflow continues executing while the child workflow is progressing, and then it will block while it waits for a signal from the child workflow. Once this message is received, it can progress to the next stage. + +Later in the workflow definition, we can see that we call another child workflow. This one is responsible for dispatching a courier to pickup the order from the restaurant and then deliver the order to the customer. + +As we have explained, communication between the parent and child workflow is possible via asynchronous messages. + +Let's look at how that is implemented in this workflow. + +```java + // ... + + // Wait for an ETA or abort if restaurant rejected order + Workflow.await(() -> etaInMinutes != -1 || OrderStatus.REJECTED.equals(currentStatus)); + + // ... +``` +Here our workflow is **polling** until the order ETA is updated, so how is that happening? + +(For more details on polling in cadence workflows, have a read of our [polling cookbook](https://github.com/instaclustr/cadence-cookbooks-instafood/blob/main/cookbooks/polling/polling-megafood.md)) + +Lets look at our parent workflow and its **interface definition**, where it has defined the following method: + +**Instafood workflow - interface** +```java + @SignalMethod + void updateEta(int estimationInMinutes); +``` +The **@SignalMethod** annotation decorates the method and informs Cadence that this method is used to receive signals from an external process, in this case it's coming from the child workflow, which we can see here: + +**Megaburgers workflow - Child workflow** +```java + private OrderWorkflow getParentOrderWorkflow() { + String parentOrderWorkflowId = Workflow.getWorkflowInfo().getParentWorkflowId(); + return Workflow.newExternalWorkflowStub(OrderWorkflow.class, parentOrderWorkflowId); + } + + OrderWorkflow parentOrderWorkflow = getParentOrderWorkflow(); + + // Send ETA to parent workflow + parentOrderWorkflow.updateEta(getOrderEta(orderId)); + + // ... +``` +Let's break this down a bit: +1. First, we create a stub to our parent workflow. We do this by calling the Cadence SDK to get the ID of the parent workflow, the create the stub for it. +2. Now that we have the stub, we gain access to the methods on it. We call **updateEta** and provide the ETA, which gets sent asynchronously. +3. This child workflow continues as the order is being prepared. +4. Our parent workflow receives the signal, and then it can also progress. + +### Reflection - Instafood and child workflows + +Above is a good example of how to use child workflows, and it's also a great example of **why** you want to use them. + +Here we are calling a child workflow asynchronously and letting it signal to the parent workflow when the important information is ready. +The parent workflow can keep working until this information is ready. +This is cruicial for a workflow such as this, where we want to inform the customer of an ETA or dispatch a courier, but it doesn't make sense for the restaurant preparation workflow to have this responsibility. + +Similarly, the primary workflow doesn't concern itself with how each restaurant implements the various requirements for updating ETA and status. This makes the workflow simple to implement and easy to understand. +## Running a Happy-Path Scenario + +To wrap-up, let’s run a whole order scenario. This scenario is part of the test suite included with our sample project. The only requirement is running both Instafood and MegaBurger server as described in the previous steps. This test case describes a client ordering through Instafood MegaBurger’s new *Vegan Burger* for pick-up: + +Let's start by running the server. This can be accomplished by running + ```bash + cadence-cookbooks-instafood/instafood$ ./gradlew test + ``` + +or *InstafoodApplicationTest* from your IDE + +```java +class InstafoodApplicationTest { + + // ... + + @Test + public void givenAnOrderItShouldBeSentToMegaBurgerAndBeDeliveredAccordingly() { + FoodOrder order = new FoodOrder(Restaurant.MEGABURGER, "Vegan Burger", 2, "+54 11 2343-2324", "Díaz velez 433, La lucila", true); + + // Client orders food + WorkflowExecution workflowExecution = WorkflowClient.start(orderWorkflow::orderFood, order); + + // Wait until order is pending Megaburger's acceptance + await().until(() -> OrderStatus.PENDING.equals(orderWorkflow.getStatus())); + + // Megaburger accepts order and sends ETA + megaBurgerOrdersApiClient.updateStatusAndEta(getLastOrderId(), "ACCEPTED", 15); + await().until(() -> OrderStatus.ACCEPTED.equals(orderWorkflow.getStatus())); + + // Megaburger starts cooking order + megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "COOKING"); + await().until(() -> OrderStatus.COOKING.equals(orderWorkflow.getStatus())); + + // Megaburger signals order is ready + megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "READY"); + await().until(() -> OrderStatus.READY.equals(orderWorkflow.getStatus())); + + // Megaburger signals order has been picked-up + megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "RESTAURANT_DELIVERED"); + await().until(() -> OrderStatus.RESTAURANT_DELIVERED.equals(orderWorkflow.getStatus())); + + await().until(() -> workflowHistoryHasEvent(workflowClient, workflowExecution, EventType.WorkflowExecutionCompleted)); + } +} +``` + +We have 3 actors in this scenario: Instafood, MegaBurger and the Client. + + +1. The Client sends order to Instafood. +2. Once the order reaches MegaBurger (order status is `PENDING`), MegaBurgers marks it as `ACCEPTED` and sends an ETA. +3. We then have the whole sequence of status updates: + 1. MegaBurger marks order as `COOKING`. + 2. MegaBurger marks order as `READY` (this means it's ready for delivery/pickup). + 3. MegaBurger marks order as `RESTAURANT_DELIVERD`. +4. Since this was an order created as pickup, once the Client has done so the workflow is complete. + +## Wrapping Up + +In this article we got first-hand experience with Cadence and how to use child workflows. We also showed you how to get a Cadence cluster running with our Instaclustr platform and how easy it is to get an application connect to it. If you’re interested in Cadence and want to learn more about it, you may read about other use cases and documentation at [Cadence workflow - Use cases](https://cadenceworkflow.io/docs/use-cases/). From a336b6c277b710d3de3072f0bb09e512ae8cc7e7 Mon Sep 17 00:00:00 2001 From: John Del Castillo Date: Tue, 13 Dec 2022 12:02:22 +1100 Subject: [PATCH 2/5] updates --- .vscode/settings.json | 3 + .../workflow-versioning-megafood.md | 199 ++++++++++++------ 2 files changed, 141 insertions(+), 61 deletions(-) create mode 100644 .vscode/settings.json diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..7b016a8 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "java.compile.nullAnalysis.mode": "automatic" +} \ No newline at end of file diff --git a/cookbooks/workflow versioning/workflow-versioning-megafood.md b/cookbooks/workflow versioning/workflow-versioning-megafood.md index 1ac5819..dc61242 100644 --- a/cookbooks/workflow versioning/workflow-versioning-megafood.md +++ b/cookbooks/workflow versioning/workflow-versioning-megafood.md @@ -35,44 +35,70 @@ Over time, it will become neccesary to modify the workflow, or activity code, wh How do we introduce changes that both satisfy our new requirements and do not introduce non-deterministic changes for workflows that are currently executing? -Cadence supports this with the **versioning api**. +Cadence supports this with the **versioning api**. ### Cadence's state recovery and determinisim requirement -The most powerful feature that Cadence offers is fault tolerant workflow execution. In order to deliver that feature, Cadence must be able to recover a workflow that has failed mid-execution, and continue execution as if no problem has occured. +Before we can understand how versioning is implemented, we must first understand the most powerful feature that Cadence offers: **fault tolerant workflow execution**. -So how does Cadence do this? With a combination of re-executing workflow code and persisting activity results. +In order to deliver that functionality, Cadence must be able to recover a workflow process that has failed mid-execution, and continue execution as if no problem has occured. + +So how does it do this? With a combination of re-executing workflow code and persisting the result of activity calls. Lets consider a simple example workflow with 3 activity calls. ```java - Result r1 = activity.Step1(); + Result1 r1 = activity.step1(); + r1.field = r1.field + 1; + + Result2 r2 = activity.step2(r1); + r2.field = r2.field - 1; - Result r2 = activity.Step2(r1); + // possible crash here! - Result r3 = activity.Step3(r2); + Result3 r3 = activity.step3(r2); return r3; ``` Now lets imagine our workflow code is being executed, and the worker process crashes after step 2 completes but before step 3 executes. -When a new workflow worker comes online, it will execute the workflow starting at step 1. When encountering a call to an activity, Cadence will first check to see if there is an event and result in the history table, and if there is, will instantly return that result to the workflow worker. +When a new Cadence worker comes online, it will execute the workflow from the start. When encountering a call to an activity, Cadence first checks to see if there is an event and result in the history table, and if there is, will instantly return that result to the workflow worker. -If we return to our example, the workflow will immediately return to step 3, having restored the history in the workflow and continue execution. +If we return to our example, the workflow will immediately progress to step 3, having restored the history in the workflow, and continue execution. ### Why do we need deterministic code? -In our previous example, imagine what would happen if our recovering workflow code did not execute the activities in the same order as they did the first time. +In our previous example, imagine what would happen if our recovering workflow code did not execute the activities in the same order as they did the first time. -If our workflow code was not deterministic, instead of executing activities 1-2-3, we might have some code that optionally calls activity 3 before activity 2, 1-3-2. +```java + Result1 r1 = activity.step1(); + r1.field = r1.field + 1; + + Result2 r2 = null; + boolean skipStep2 = random.nextInt(10) < 5; + + if (!skipStep2) { + r2 = activity.step2(r1); + r2.field = r2.field - 1; + } -How can Cadence recover a workflow which may execute activities in different order? Short answer, it can't. -If our non-deterministic workflow were to fail and a worker started to recover it, when Cadence encounters a call to an activity that isn't in the history it will throw an exception. + // possible crash here! -## Workflow versioning deep dive + Result3 r3 = activity.step3(r2); + + return r3; +``` -So now we understand how Cadence persists activity results, and how it can use the event history to recover a failed worker process. +If our workflow code was not deterministic, instead of executing activities *1-2-3*, we might have some code that calls activity 3 without calling activity 2, *1-3*, and this would change the value of the parameter being passed. + +How can Cadence recover a workflow which may execute activities in different order or calculate different values every iteration? Short answer, it can't. + +If our non-deterministic workflow were to fail and a worker started to recover it, when Cadence encounters a call to an activity that isn't in the history it would throw an exception. + +## Workflow versioning explained + +So now we understand how Cadence persists activity results, and how it can use the event history to recover a failed worker process. We also understand that our workflow code must be deterministic, otherwise the workflow is not reliably recoverable. This leaves us with a problem, what do we do when we **need** to update our workflow code with changes that will make *existing* workflows behave non-deterministically? @@ -83,79 +109,130 @@ Thankfully, Cadence has support for this. Lets update our example workflow in response to a new requirement: -1. Something starts -2. Updated activity requirement -~~2. Long running, expensive api call~~ -3. Take the result and return it +```diff + Result1 r1 = activity.step1(); + r1.field = r1.field + 1; -We have replaced step 2 with an updated activity call and we want to deploy it, but if we have active workflows it will not be possible for them to recover with the newly updated workflow. +- Result2 r2 = activity.step2(r1); ++ Result2 r2 = activity.updatedStep2(r1); + r2.field = r2.field - 1; -With the Cadence SDK, we can introduce branching logic using the *workflow.getVersion()* procedure call. + Result3 r3 = activity.step3(r2); -1. Something starts -version = workflow.getVersion("addedThing", Workflow.DEFAULT_VERSION, 1) -if (version == Workflow.DEFAULT_VERSION) { - 2. Updated activity requirement -} else -{ - 2. Long running, expensive api call -} -3. Take the result and return it + return r3; +``` + +We have replaced step 2 with an updated activity call and we want to deploy it, but active workflows will not be able replay history with the newly updated workflow. When Cadence encounters the new activity call, it will throw an exception. + +With the Cadence SDK, we can introduce branching logic using the *workflow.getVersion* procedure call. + +```java + Result1 r1 = activity.step1(); + r1.field = r1.field + 1; + + Result r2 = null; + int version = Workflow.getVersion("step2Updated", Workflow.DEFAULT_VERSION, 1); + + if (version == Workflow.DEFAULT_VERSION) { + // previous code path + r2 = activity.step2(r1); + r2.field = r2.field - 1; + } + else { + // new code path + r2 = activity.alternateStep2(r1); + } + + Result3 r3 = activity.step3(r2); + + return r3; +``` -#### Workflow.getVersion explainer +Our new workflow code uses *workflow.getVersion* to determine the version of the "step2Updated" feature. Then we can decide if it should execute the old or new code paths. -Our new workflow code uses *workflow.getVersion* to decide where it should execute the old or new code paths. How does this work for workflows that started executing before the version check was implemented? +How does this work for workflows that started executing before the version check was implemented? First, lets break down the 3 parameters in this call: -1. the "marker" name, a unique identifier that represents the change made -2. *minSupported* the lowest version supported by this workflow. In our example, Workflow.DEFAULT_VERSION + +1. the *changeId*, a unique identifier that represents the change made. +2. *minSupported* the lowest version supported by this workflow. In our example, *Workflow.DEFAULT_VERSION*. 3. *maxSupported* the highest version supported. In our example, 1. -When a workflow encounters this call, it will check the version history for an event with the "marker" name and then makes the following decisions. -* If we are replaying history, due to a worker recovery or replay command, and there is no version event recorded - Record the *minSupported* value and return it -* If this there is no remaining history to replay and there is no version event recorded - Record the *maxSupported* value and return it -* If there is an existing entry in the history, return the recorded value. +When a workflow encounters this call, it will check the version history for the *changeId* and then evaluates the following scenarios: -#### Making additional changes -*workflow.getVersion* can support multiple updates. We can increase the *maxSupported* value when we add additional changes and introduce even more branching paths to our workflow code. +1. If we are replaying history, due to a worker recovery, and we encounter *workflow.getVersion* for the first time - Record the *minSupported* value and return it. -Eventually, all the workflows running the old logic will complete, and we can consider them no long supported. In this case we can update the *minSupported* value, and then we can remove the workflow branch that supported that version. + - Cadence has correctly identified that a new version has been introduced, and our inflight workflow execution didn't originally support it, so it returns the minimal value. -Phew! Our workflow has been updated, and it remains deterministic. The first time we encounter a version check, its value is persisted, so if we ever replay the history, the value will always remain the same and we can build our workflow code around that guarantee. +2. If we are executing this new workflow for the first time - Record the *maxSupported* value and return it. -### Invoking a child workflow + - New instances of a workflow will always return the highest available value for *workflow.getVersion* calls. + +3. If there is an existing entry in the history, return the recorded value. + + - Additional version updates will not impact in-flight workflows, the version they recorded the first time will always be the same. + +#### Making additional changes + +*workflow.getVersion* can support multiple updates. We can increase the *maxSupported* value when we add additional changes and introduce even more branching paths to our workflow code. -The code to invoke a child workflow is almost identical to invoking a regular workflow: ```java - // We first create a stub for the child workflow and include a set of options - MyCustomChildWorkflow child = Workflow.newChildWorkflowStub(MyCustomChildWorkflow.class, options); + Result1 r1 = activity.step1(); + r1.field = r1.field + 1; - // Asynchronous - // Then we call the function to start it - // This is a non blocking call that returns immediately. - Promise result = Async.function(child::doWork); + Result r2 = null; + int version = Workflow.getVersion("step2Updated", Workflow.DEFAULT_VERSION, 2); - // Or synchronous - // Block until the child workflow completes - child.doWork(); + if (version == Workflow.DEFAULT_VERSION) { + // initial code path + r2 = activity.step2(r1); + r2.field = r2.field - 1; + } + else if (version == 1) { + // second version code path + r2 = activity.alternateStep2(r1); + } + else { + // newest code path + r2 = activity.secondAlternateStep2(r1); + } + + Result3 r3 = activity.step3(r2); + + return r3; ``` -We start by creating a **child workflow stub**. When we create this stub we can optionally pass it some **child workflow options**, which allow you to change the rules of how this child workflow executes compared to its parent. -Some of the options we can change are the domain, tasklist, timeout settings, retry settings and more. If we choose to omit this value, the child workflow will inherit all of these settings from its parent. +Eventually, all the workflows running the old logic will complete, and we can consider them no long supported. In this case we can update the *minSupported* value, and then we can remove the workflow branch that supported that version. + +```java + Result1 r1 = activity.step1(); + r1.field = r1.field + 1; + + Result r2 = null; + int version = Workflow.getVersion("step2Updated", 1, 2); -The workflow stub has the methods to start the workflow, and they can be invoked in two ways: -1. Asynchronously - This returns a promise object, a *Future* which will be used to store the result of the child workflow after it has completed. After making this call, the workflow code will continue and the child workflow will execute in parallel. -2. Synchronously - This will block like a regular function call and is invoked as such. The parent workflow won't continue until the child workflow has completed. + if (version == 1) { + // second version code path + r2 = activity.alternateStep2(r1); + } + else { + // newest code path + r2 = activity.secondAlternateStep2(r1); + } + + Result3 r3 = activity.step3(r2); -### Child workflow limitations + return r3; +``` -Since workflows are the main building blocks of Cadence, there are very few limitations to child workflows. +#### Conclusion -However one to be aware of is that there is no shared state between the parent and child workflows. Asynchronous communication can be built between the workflow instances, but if there is constant communication of state going back and forth, its probably a better candidate for a single workflow.. +Phew! Our workflow has been updated, and it remains deterministic. The first time we encounter any version check, the returned value is persisted. +If we ever replay the history, the value will always remain the same and we can build our workflow code around that guarantee. ## Use Case Example: Instafood meets MegaBurgers -In order to see this pattern in action, we'll create some child workflows in our sample project. +In order to see workflow versioning in action, we'll be updating our Instafood workflow with new functionality. ### Instafood Brief From 91e94ebd8b3b643f9b1be74401cb85f1f8c7be08 Mon Sep 17 00:00:00 2001 From: johndelcastillo Date: Fri, 16 Dec 2022 12:12:27 +1100 Subject: [PATCH 3/5] images --- .../images/cookbook_child_workflow.png | Bin 230148 -> 0 bytes .../images/workflow-history.gif | Bin 0 -> 159928 bytes .../workflow-versioning-megafood.md | 11 +++++++---- 3 files changed, 7 insertions(+), 4 deletions(-) delete mode 100644 cookbooks/workflow versioning/images/cookbook_child_workflow.png create mode 100644 cookbooks/workflow 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zYFraoy=416pAwSQI>p#StIwCr63Dv8Vvi7Oz2^IsmLsw@H6xDAoH8|mQl}VR--ew=nsfe<1E+7)j9vnr&Fwsv!Y-|k;yGLL z@IsYJ*)^7O;-UF(Vx&=puyH>-`{e0*X|)zuUx0s0;iqzpdXL35i4sn zzC4*?_pH=1zuH*2)>cG1tW4y@Hv|ix&hmFCm(=kyvPzqNAn#CdD%Q{7Gs{eN>-oyo zXWuMCJNm9It5oT{mBS^-&z2l!SIeB#oXSeWR5ahKF=2DSKB^U~(S2UaT~X_J)XrP) z(=58RE}PR<;24v3GuvBO!S!0G$~%Ky3DKI3L07G>=H)A|Yi?G2ch3xQ>RNs7AN$qU dRh|1ib@^VC{iUyXo%?gTXWlhg!dL)W{{u6%hY0`x literal 0 HcmV?d00001 diff --git a/cookbooks/workflow versioning/workflow-versioning-megafood.md b/cookbooks/workflow versioning/workflow-versioning-megafood.md index dc61242..5c347bb 100644 --- a/cookbooks/workflow versioning/workflow-versioning-megafood.md +++ b/cookbooks/workflow versioning/workflow-versioning-megafood.md @@ -51,21 +51,24 @@ Lets consider a simple example workflow with 3 activity calls. Result1 r1 = activity.step1(); r1.field = r1.field + 1; + // possible crash here! + Result2 r2 = activity.step2(r1); r2.field = r2.field - 1; - // possible crash here! - Result3 r3 = activity.step3(r2); return r3; ``` -Now lets imagine our workflow code is being executed, and the worker process crashes after step 2 completes but before step 3 executes. +Now lets imagine our workflow code is being executed, and the worker process crashes after step 1 completes, but before step 2 executes. When a new Cadence worker comes online, it will execute the workflow from the start. When encountering a call to an activity, Cadence first checks to see if there is an event and result in the history table, and if there is, will instantly return that result to the workflow worker. -If we return to our example, the workflow will immediately progress to step 3, having restored the history in the workflow, and continue execution. +If we return to our example, the workflow will immediately progress to step 2, having restored the history in the workflow, and continue execution. + +![Cadence History Recovery](images/workflow-history.gif) + ### Why do we need deterministic code? From 105c415a69fba5c47b470459cf957d65a630371c Mon Sep 17 00:00:00 2001 From: John Del Castillo Date: Wed, 11 Jan 2023 16:54:44 +1100 Subject: [PATCH 4/5] add files, fix doco --- .../child-workflows-megafood.md | 23 ++- .../workflow-versioning-megafood.md | 188 +++++------------- .../delivery/CourierDeliveryWorkflowImpl.java | 20 ++ .../activities/CourierGPSActivities.java | 8 + .../activities/CourierGPSActivitiesImpl.java | 20 ++ 5 files changed, 114 insertions(+), 145 deletions(-) create mode 100644 instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivities.java create mode 100644 instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivitiesImpl.java diff --git a/cookbooks/child-workflows/child-workflows-megafood.md b/cookbooks/child-workflows/child-workflows-megafood.md index 57bc828..a113e26 100644 --- a/cookbooks/child-workflows/child-workflows-megafood.md +++ b/cookbooks/child-workflows/child-workflows-megafood.md @@ -162,7 +162,6 @@ to get our Instafood application running we first need to register a domain for *Connection Info* tab, and will look like this: "ab-cd12ef23-45gh-4baf-ad99-df4xy-azba45bc0c8da111.elb.us-east-1.amazonaws.com". We'll call this the . - 3. We can now test our connection by listing current domains: ```bash @@ -193,15 +192,23 @@ to get our Instafood application running we first need to register a domain for cadenceHost= ``` -3. You can now run the app by - ```bash - cadence-cookbooks-instafood/instafood$ ./gradlew run - ``` - or executing *InstafoodApplication* main class from your IDE: +3. Run the megaburgers API: + + ```bash + cadence-cookbooks-instafood/megaburgers$ ./gradlew run + ``` + +4. You can now run the app by + + ```bash + cadence-cookbooks-instafood/instafood$ ./gradlew run + ``` + + or executing *InstafoodApplication* main class from your IDE: - ![Running Instafood app](images/run_instafood.png) + ![Running Instafood app](images/run_instafood.png) -4. Check it is running by looking into its terminal output: +5. Check it is running by looking into its terminal output: ![Instafood running terminal output](images/instafood_app_running.png) diff --git a/cookbooks/workflow versioning/workflow-versioning-megafood.md b/cookbooks/workflow versioning/workflow-versioning-megafood.md index dc61242..f1fda58 100644 --- a/cookbooks/workflow versioning/workflow-versioning-megafood.md +++ b/cookbooks/workflow versioning/workflow-versioning-megafood.md @@ -230,33 +230,35 @@ Eventually, all the workflows running the old logic will complete, and we can co Phew! Our workflow has been updated, and it remains deterministic. The first time we encounter any version check, the returned value is persisted. If we ever replay the history, the value will always remain the same and we can build our workflow code around that guarantee. -## Use Case Example: Instafood meets MegaBurgers - -In order to see workflow versioning in action, we'll be updating our Instafood workflow with new functionality. - ### Instafood Brief Instafood is an online app-based meal delivery service. Customers can place an order for food from their favorite local restaurants via Instafood’s mobile app. Orders can be for pickup or delivery. If delivery is chosen, Instafood will organize to have one of their many delivery drivers pickup the order from the restaurant and deliver it to the customer. Instafood provides each restaurant a kiosk/tablet which is used for communication between Instafood and the restaurant. Instafood notifies the restaurant when an order is placed, and then the restaurant can accept the order, provide an ETA, mark it as ready, etc. For delivery orders, Instafood will coordinate to have a delivery driver pick up based on the ETA. -### Ordering from "MegaBurgers" +## Use Case Example: Instafood courier integration + +In order to see workflow versioning in action, we'll be updating our Instafood workflow with new functionality. -MegaBurgers is a large multinational fast food hamburger chain. They have an existing mobile app and website that uses a back-end REST API for customers to place orders. Instafood’s backend will directly integrate with MegaBurgers’s existing REST-based ordering system to place orders and receive updates. +Our Instafood application dispatches couriers when the customer selects home delivery for their order. For the last few months, customers have been requesting GPS tracking for their couriers to achieve feature parity with our competitors. -![MegaBurger's order status](images/Diagram_3.png) +The team responsible for courier integration has been working hard and has finally delivered GPS tracking! It's being offered as an API that accepts the restaurant and delivery address as parameters to register the trip. Once registered, the GPS tracking is delivered by a separate process outside the scope of this article. -*Fig 2. MegaBurger's order state machine* +``` java + boolean registerDeliveryGPSTracking(String pickupLocation, String deliveryLocation); +``` -We are designing Instafood to offer meals from any restaurant that signs up to our service. Each company will have its own method to take orders and monitor progress, which makes it a perfect candidate to implement via a child workflow. +Now we can integrate it into our *CourerDeliveryWorkflow*, but we can't just add the functionality and deploy the new workflow for all the reasons we just learnt. Any existing workflow that is recovered or has its history replayed will fail. -In the case of MegaBurger this is done via the following **if** statment, which is made at the time of ordering. +So, we will use the versioning API to add a version check for our new feature into *CourerDeliveryWorkflow* ``` java - if (Restaurant.MEGABURGER.equals(order.getRestaurant())) { - MegaBurgerOrderWorkflow megaBurgerOrderWorkflow = Workflow.newChildWorkflowStub(MegaBurgerOrderWorkflow.class); - Async.procedure(megaBurgerOrderWorkflow::orderFood, order); + // Added new GPS tracking functionality + int workflowVersion = Workflow.getVersion("GPSTrackingSupported", Workflow.DEFAULT_VERSION, 1); + if (workflowVersion >= 1) { + courierGPSActivities.registerDeliveryGPSTracking(courierDeliveryJob.getRestaurant().toString(), courierDeliveryJob.getAddress()); } ``` -The above example shows how simple this makes the parent workflow, it doesn't have to know about the various peculiarities of each company's order process. That's the job of the child workflow to implement. + +New workflow instances will be able to register for GPS tracking and the customer will receive updates, and existing workflows will skip over this new functionality if they are being replayed. ## Setting up Instafood Project @@ -282,27 +284,29 @@ to get our Instafood application running we first need to register a domain for 1. In order to interact with our Cadence cluster, we need to install its command line interface client. - #### macOS - If using a macOS client the Cadence CLI can be installed with Homebrew as follows: - ```bash - brew install cadence-workflow - # run command line client - cadence - ``` + **macOS** - #### Other Systems - If not, the CLI can be used via Docker Hub image `ubercadence/cli`: - ```bash - # run command line client - docker run --network=host --rm ubercadence/cli:master - ``` + If using a macOS client the Cadence CLI can be installed with Homebrew as follows: - For the rest of the steps we'll use `cadence` to refer to the client. + ```bash + brew install cadence-workflow + # run command line client + cadence + ``` -2. In order to connect, it is recommended to use the load balancer address to connect to your cluster. This can be found at the top of the - *Connection Info* tab, and will look like this: "ab-cd12ef23-45gh-4baf-ad99-df4xy-azba45bc0c8da111.elb.us-east-1.amazonaws.com". We'll call this the . + **Other Systems** + If not, the CLI can be used via Docker Hub image `ubercadence/cli`: + ```bash + # run command line client + docker run --network=host --rm ubercadence/cli:master + ``` + + For the rest of the steps we'll use `cadence` to refer to the client. + +2. In order to connect, it is recommended to use the load balancer address to connect to your cluster. This can be found at the top of the + *Connection Info* tab, and will look like this: "ab-cd12ef23-45gh-4baf-ad99-df4xy-azba45bc0c8da111.elb.us-east-1.amazonaws.com". We'll call this the . 3. We can now test our connection by listing current domains: @@ -327,127 +331,38 @@ to get our Instafood application running we first need to register a domain for 1. Clone Gradle project from [Instafood project git repository](https://github.com/instaclustr/cadence-cookbooks-instafood). -2. Open property file at `instafood/src/main/resources/instafood.properties` and replace `cadenceHost` value with your - load balancer address: - - ```properties - cadenceHost= - ``` - -3. You can now run the app by - ```bash - cadence-cookbooks-instafood/instafood$ ./gradlew run - ``` - or executing *InstafoodApplication* main class from your IDE: - - ![Running Instafood app](images/run_instafood.png) - -4. Check it is running by looking into its terminal output: - - ![Instafood running terminal output](images/instafood_app_running.png) - -## Instafood order workflow review +2. Open property file at `instafood/src/main/resources/instafood.properties` and replace `cadenceHost` value with your load balancer address: -Now that we have everything set up, lets look at the actual integration between Instafood and Megaburger, and how child workflows are used. - -First, lets look at the Instafood workflow. The main function is **orderFood**, which gets started when an order is placed: - -**Instafood workflow** -```java - public void orderFood(FoodOrder order) { - if (Restaurant.MEGABURGER.equals(order.getRestaurant())) { - MegaBurgerOrderWorkflow megaBurgerOrderWorkflow = Workflow.newChildWorkflowStub(MegaBurgerOrderWorkflow.class); - Async.procedure(megaBurgerOrderWorkflow::orderFood, order); - } else { - throw new RuntimeException("Restaurant option not available"); - } - // Wait for an ETA or abort if restaurant rejected order - Workflow.await(() -> etaInMinutes != -1 || OrderStatus.REJECTED.equals(currentStatus)); - if (OrderStatus.REJECTED.equals(currentStatus)) { - throw new RuntimeException("Order was rejected by restaurant"); - } - - if (!order.isPickup()) { - // Wait for predicted ETA or until order marks as ready - Workflow.await(Duration.ofMinutes(getTimeToSendCourier()), () -> OrderStatus.READY.equals(currentStatus)); - - CourierDeliveryWorkflow courierDeliveryWorkflow = Workflow.newChildWorkflowStub(CourierDeliveryWorkflow.class); - Async.procedure(courierDeliveryWorkflow::deliverOrder, new CourierDeliveryJob(order.getRestaurant(), order.getAddress(), order.getTelephone())); - - Workflow.await(() -> OrderStatus.COURIER_DELIVERED.equals(currentStatus)); - } else { - Workflow.await(() -> OrderStatus.RESTAURANT_DELIVERED.equals(currentStatus)); - } - } -``` - -We can see here, we currently only support the Megaburger restaurant, but there is scope to add more later! - -As we mentioned earlier, we invoke the child workflow by creating the **child workflow stub** and starting the **orderFood** workflow on it. - -This particular workflow continues executing while the child workflow is progressing, and then it will block while it waits for a signal from the child workflow. Once this message is received, it can progress to the next stage. - -Later in the workflow definition, we can see that we call another child workflow. This one is responsible for dispatching a courier to pickup the order from the restaurant and then deliver the order to the customer. - -As we have explained, communication between the parent and child workflow is possible via asynchronous messages. - -Let's look at how that is implemented in this workflow. - -```java - // ... - - // Wait for an ETA or abort if restaurant rejected order - Workflow.await(() -> etaInMinutes != -1 || OrderStatus.REJECTED.equals(currentStatus)); - - // ... -``` -Here our workflow is **polling** until the order ETA is updated, so how is that happening? - -(For more details on polling in cadence workflows, have a read of our [polling cookbook](https://github.com/instaclustr/cadence-cookbooks-instafood/blob/main/cookbooks/polling/polling-megafood.md)) + ```properties + cadenceHost= + ``` -Lets look at our parent workflow and its **interface definition**, where it has defined the following method: +3. Run the megaburgers API: -**Instafood workflow - interface** -```java - @SignalMethod - void updateEta(int estimationInMinutes); -``` -The **@SignalMethod** annotation decorates the method and informs Cadence that this method is used to receive signals from an external process, in this case it's coming from the child workflow, which we can see here: + ```bash + cadence-cookbooks-instafood/megaburgers$ ./gradlew run + ``` -**Megaburgers workflow - Child workflow** -```java - private OrderWorkflow getParentOrderWorkflow() { - String parentOrderWorkflowId = Workflow.getWorkflowInfo().getParentWorkflowId(); - return Workflow.newExternalWorkflowStub(OrderWorkflow.class, parentOrderWorkflowId); - } - - OrderWorkflow parentOrderWorkflow = getParentOrderWorkflow(); +4. You can now run the app by - // Send ETA to parent workflow - parentOrderWorkflow.updateEta(getOrderEta(orderId)); + ```bash + cadence-cookbooks-instafood/instafood$ ./gradlew run + ``` - // ... -``` -Let's break this down a bit: -1. First, we create a stub to our parent workflow. We do this by calling the Cadence SDK to get the ID of the parent workflow, the create the stub for it. -2. Now that we have the stub, we gain access to the methods on it. We call **updateEta** and provide the ETA, which gets sent asynchronously. -3. This child workflow continues as the order is being prepared. -4. Our parent workflow receives the signal, and then it can also progress. + or executing *InstafoodApplication* main class from your IDE: -### Reflection - Instafood and child workflows + ![Running Instafood app](images/run_instafood.png) -Above is a good example of how to use child workflows, and it's also a great example of **why** you want to use them. +5. Check it is running by looking into its terminal output: -Here we are calling a child workflow asynchronously and letting it signal to the parent workflow when the important information is ready. -The parent workflow can keep working until this information is ready. -This is cruicial for a workflow such as this, where we want to inform the customer of an ETA or dispatch a courier, but it doesn't make sense for the restaurant preparation workflow to have this responsibility. + ![Instafood running terminal output](images/instafood_app_running.png) -Similarly, the primary workflow doesn't concern itself with how each restaurant implements the various requirements for updating ETA and status. This makes the workflow simple to implement and easy to understand. ## Running a Happy-Path Scenario To wrap-up, let’s run a whole order scenario. This scenario is part of the test suite included with our sample project. The only requirement is running both Instafood and MegaBurger server as described in the previous steps. This test case describes a client ordering through Instafood MegaBurger’s new *Vegan Burger* for pick-up: Let's start by running the server. This can be accomplished by running + ```bash cadence-cookbooks-instafood/instafood$ ./gradlew test ``` @@ -492,7 +407,6 @@ class InstafoodApplicationTest { We have 3 actors in this scenario: Instafood, MegaBurger and the Client. - 1. The Client sends order to Instafood. 2. Once the order reaches MegaBurger (order status is `PENDING`), MegaBurgers marks it as `ACCEPTED` and sends an ETA. 3. We then have the whole sequence of status updates: diff --git a/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java b/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java index 7e4c400..6541292 100644 --- a/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java +++ b/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java @@ -1,13 +1,27 @@ package com.instafood.orders.delivery; +import java.time.Duration; + +import com.instafood.orders.delivery.activities.CourierGPSActivities; import com.instafood.orders.dispatcher.OrderWorkflow; import com.instafood.orders.dispatcher.domain.OrderStatus; +import com.uber.cadence.activity.ActivityOptions; +import com.uber.cadence.common.RetryOptions; import com.uber.cadence.workflow.Workflow; public class CourierDeliveryWorkflowImpl implements CourierDeliveryWorkflow { private CourierDeliveryStatus currentStatus = CourierDeliveryStatus.CREATED; + private final CourierGPSActivities courierGPSActivities = + Workflow.newActivityStub(CourierGPSActivities.class, + new ActivityOptions.Builder() + .setRetryOptions(new RetryOptions.Builder() + .setInitialInterval(Duration.ofSeconds(10)) + .setMaximumAttempts(3) + .build()) + .setScheduleToCloseTimeout(Duration.ofMinutes(5)).build()); + @Override public void deliverOrder(CourierDeliveryJob courierDeliveryJob) { OrderWorkflow parentOrderWorkflow = getParentOrderWorkflow(); @@ -20,6 +34,12 @@ public void deliverOrder(CourierDeliveryJob courierDeliveryJob) { } parentOrderWorkflow.updateStatus(OrderStatus.COURIER_ACCEPTED); + // Added new GPS tracking functionality + int workflowVersion = Workflow.getVersion("GPSTrackingSupported", Workflow.DEFAULT_VERSION, 1); + if (workflowVersion >= 1){ + courierGPSActivities.registerDeliveryGPSTracking(courierDeliveryJob.getRestaurant().toString(), courierDeliveryJob.getAddress()); + } + Workflow.await(() -> CourierDeliveryStatus.PICKED_UP.equals(currentStatus)); parentOrderWorkflow.updateStatus(OrderStatus.PICKED_UP); diff --git a/instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivities.java b/instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivities.java new file mode 100644 index 0000000..ccdb835 --- /dev/null +++ b/instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivities.java @@ -0,0 +1,8 @@ +package com.instafood.orders.delivery.activities; + +import com.uber.cadence.activity.ActivityMethod; + +public interface CourierGPSActivities { + @ActivityMethod + boolean registerDeliveryGPSTracking(String pickupLocation, String deliveryLocation); +} diff --git a/instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivitiesImpl.java b/instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivitiesImpl.java new file mode 100644 index 0000000..c6ce929 --- /dev/null +++ b/instafood/src/main/java/com/instafood/orders/delivery/activities/CourierGPSActivitiesImpl.java @@ -0,0 +1,20 @@ +package com.instafood.orders.delivery.activities; + +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +public class CourierGPSActivitiesImpl implements CourierGPSActivities{ + + private static Logger logger = LoggerFactory.getLogger(CourierGPSActivitiesImpl.class); + + public CourierGPSActivitiesImpl() { + + } + + @Override + public boolean registerDeliveryGPSTracking(String pickupLocation, String deliveryLocation) { + // register a delivery trip + logger.info("GPS tracking enabled. Pickup: {}, delivery to {}", pickupLocation, deliveryLocation); + return true; + } +} From 726861b0adef39c0541057e981b522734555e25c Mon Sep 17 00:00:00 2001 From: johndelcastillo Date: Thu, 12 Jan 2023 16:03:14 +1100 Subject: [PATCH 5/5] Added unit tests and updated cookbook --- .../workflow-versioning-megafood.md | 105 +++- .../src/main/java/InstafoodApplication.java | 4 +- .../delivery/CourierDeliveryWorkflow.java | 4 + .../delivery/CourierDeliveryWorkflowImpl.java | 28 +- .../test/java/InstafoodApplicationTest.java | 23 + .../resources/history-gps-not-supported.json | 459 ++++++++++++++++++ 6 files changed, 590 insertions(+), 33 deletions(-) create mode 100644 instafood/src/test/resources/history-gps-not-supported.json diff --git a/cookbooks/workflow versioning/workflow-versioning-megafood.md b/cookbooks/workflow versioning/workflow-versioning-megafood.md index 3d29c93..f50eb11 100644 --- a/cookbooks/workflow versioning/workflow-versioning-megafood.md +++ b/cookbooks/workflow versioning/workflow-versioning-megafood.md @@ -378,33 +378,57 @@ class InstafoodApplicationTest { // ... @Test - public void givenAnOrderItShouldBeSentToMegaBurgerAndBeDeliveredAccordingly() { - FoodOrder order = new FoodOrder(Restaurant.MEGABURGER, "Vegan Burger", 2, "+54 11 2343-2324", "Díaz velez 433, La lucila", true); + public void givenAnOrderWithDeliveryItShoulBeSentToMegaBurgerAndDeliveredByACourierAccordingly() { + FoodOrder order = new FoodOrder(Restaurant.MEGABURGER, "vegan burger", 2, "+54 112343-2324", + "Díaz velez 433, La lucila", false); - // Client orders food - WorkflowExecution workflowExecution = WorkflowClient.start(orderWorkflow::orderFood, order); + // Client orders food + WorkflowExecution workflowExecution = WorkflowClient.start(orderWorkflow::orderFood, order); - // Wait until order is pending Megaburger's acceptance - await().until(() -> OrderStatus.PENDING.equals(orderWorkflow.getStatus())); + // Wait until order is pending Megaburger's acceptance + await().until(() -> OrderStatus.PENDING.equals(orderWorkflow.getStatus())); - // Megaburger accepts order and sends ETA - megaBurgerOrdersApiClient.updateStatusAndEta(getLastOrderId(), "ACCEPTED", 15); - await().until(() -> OrderStatus.ACCEPTED.equals(orderWorkflow.getStatus())); + // Megaburger accepts order and sends ETA + megaBurgerOrdersApiClient.updateStatusAndEta(getLastOrderId(), "ACCEPTED", 15); - // Megaburger starts cooking order - megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "COOKING"); - await().until(() -> OrderStatus.COOKING.equals(orderWorkflow.getStatus())); + // Wait until order is accepted and we have an ETA + await().until(() -> OrderStatus.ACCEPTED.equals(orderWorkflow.getStatus())); + await().until(() -> orderWorkflow.getEtaInMinutes() != -1); - // Megaburger signals order is ready - megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "READY"); - await().until(() -> OrderStatus.READY.equals(orderWorkflow.getStatus())); + // Megaburger marks order as ready + megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "READY"); - // Megaburger signals order has been picked-up - megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "RESTAURANT_DELIVERED"); - await().until(() -> OrderStatus.RESTAURANT_DELIVERED.equals(orderWorkflow.getStatus())); + await().until(() -> getOpenCourierDeliveryWorkflowsWithParentId(workflowExecution.getWorkflowId()) + .size() != 0); + String courierDeliveryWorkflowId = getOpenCourierDeliveryWorkflowsWithParentId( + workflowExecution.getWorkflowId()).get(0) + .getExecution().getWorkflowId(); + CourierDeliveryWorkflow courierDeliveryWorkflow = workflowClient.newWorkflowStub( + CourierDeliveryWorkflow.class, + courierDeliveryWorkflowId); - await().until(() -> workflowHistoryHasEvent(workflowClient, workflowExecution, EventType.WorkflowExecutionCompleted)); - } + // Courier accepts order + courierDeliveryWorkflow.updateStatus(CourierDeliveryStatus.ACCEPTED); + await().until(() -> OrderStatus.COURIER_ACCEPTED.equals(orderWorkflow.getStatus())); + + // All new courier workflows should support GPS tracking, since this is a new + // job it will return true + assertTrue(courierDeliveryWorkflow.courierSupportsGPSTracking()); + + // Courier picked up order + courierDeliveryWorkflow.updateStatus(CourierDeliveryStatus.PICKED_UP); + // Megaburger marks order as delivered + megaBurgerOrdersApiClient.updateStatus(getLastOrderId(), "RESTAURANT_DELIVERED"); + + // Courier delivered order + courierDeliveryWorkflow.updateStatus(CourierDeliveryStatus.DELIVERED); + await().until(() -> OrderStatus.COURIER_DELIVERED.equals(orderWorkflow.getStatus())); + + await().until( + () -> workflowHistoryHasEvent(workflowClient, workflowExecution, + EventType.WorkflowExecutionCompleted)); + + } } ``` @@ -416,8 +440,45 @@ We have 3 actors in this scenario: Instafood, MegaBurger and the Client. 1. MegaBurger marks order as `COOKING`. 2. MegaBurger marks order as `READY` (this means it's ready for delivery/pickup). 3. MegaBurger marks order as `RESTAURANT_DELIVERD`. -4. Since this was an order created as pickup, once the Client has done so the workflow is complete. +4. Since this was an order created as delivery, we now start the Courier workflow to deliver the order + 1. The courier accepts the job - since we now support GPS tracking we can query this support and assert it returns true + 2. Then picks up the order + 3. Finally, the order is delivered +5. Once the order is delivered, our entire workflow is completed. + +## Regression testing old workflows + +As we mentioned before, our workflow versioning logic is built to ensure legacy and in-flight workflows are not made non-deterministic by adding new functionality. + +So how can we test this? + +Cadence supports this with the *WorkflowReplayer* class. This class can take the history of a workflow and replay it against the current implementation. Any non-determinism errors will be detected and thrown by the unit test. + +The history can be retrieved directly from the Cadence cluster, or loaded from a *json* file, as demonstrated in the following example. + +```java +class InstafoodApplicationTest { + + // ... + + @Test + public void givenCourierWorkflowWhenGpsNotSupportedThenHistoryReplaysCorrectly() throws Exception { + // We have stored the history for a workflow that was executed before GPS + // support was added into a file - "resources/history-gps-not-supported.json" + + // We use the workflow replayer to ensure that our legacy workflow can still + // execute correctly. + + WorkflowReplayer.replayWorkflowExecutionFromResource("history-gps-not-supported.json", + CourierDeliveryWorkflowImpl.class); + + // If we did not implement our version check, this method would throw an + // exception -- try it yourself by editing the CourierDeliveryWorkflowImpl + // class! + } +} +``` ## Wrapping Up -In this article we got first-hand experience with Cadence and how to use child workflows. We also showed you how to get a Cadence cluster running with our Instaclustr platform and how easy it is to get an application connect to it. If you’re interested in Cadence and want to learn more about it, you may read about other use cases and documentation at [Cadence workflow - Use cases](https://cadenceworkflow.io/docs/use-cases/). +In this article we introduced the concept of Cadence workflow versioning, and went into a bit of detail explaining how and why it works the way it does. We also showed you how to get a Cadence cluster running with our Instaclustr platform and how easy it is to get an application connect to it. If you’re interested in Cadence and want to learn more about it, you may read about other use cases and documentation at [Cadence workflow - Use cases](https://cadenceworkflow.io/docs/use-cases/). diff --git a/instafood/src/main/java/InstafoodApplication.java b/instafood/src/main/java/InstafoodApplication.java index dcc6eae..33d5993 100644 --- a/instafood/src/main/java/InstafoodApplication.java +++ b/instafood/src/main/java/InstafoodApplication.java @@ -1,5 +1,6 @@ import com.google.common.base.Strings; import com.instafood.orders.delivery.CourierDeliveryWorkflowImpl; +import com.instafood.orders.delivery.activities.CourierGPSActivitiesImpl; import com.instafood.orders.dispatcher.OrderWorkflowImpl; import com.instafood.orders.megaburger.MegaBurgerOrderWorkflowImpl; import com.instafood.orders.megaburger.activities.MegaBurgerRestApiOrderActivities; @@ -30,7 +31,8 @@ public static void main(String[] args) { Worker worker = factory.newWorker(TASK_LIST); worker.registerWorkflowImplementationTypes(OrderWorkflowImpl.class, MegaBurgerOrderWorkflowImpl.class, CourierDeliveryWorkflowImpl.class); - worker.registerActivitiesImplementations(new MegaBurgerRestApiOrderActivities()); + worker.registerActivitiesImplementations(new MegaBurgerRestApiOrderActivities(), + new CourierGPSActivitiesImpl()); factory.start(); } diff --git a/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflow.java b/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflow.java index 7bf0a28..3e909a2 100644 --- a/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflow.java +++ b/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflow.java @@ -1,5 +1,6 @@ package com.instafood.orders.delivery; +import com.uber.cadence.workflow.QueryMethod; import com.uber.cadence.workflow.SignalMethod; import com.uber.cadence.workflow.WorkflowMethod; @@ -9,4 +10,7 @@ public interface CourierDeliveryWorkflow { @SignalMethod void updateStatus(CourierDeliveryStatus status); + + @QueryMethod + boolean courierSupportsGPSTracking(); } diff --git a/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java b/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java index 6541292..504ccb3 100644 --- a/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java +++ b/instafood/src/main/java/com/instafood/orders/delivery/CourierDeliveryWorkflowImpl.java @@ -12,15 +12,15 @@ public class CourierDeliveryWorkflowImpl implements CourierDeliveryWorkflow { private CourierDeliveryStatus currentStatus = CourierDeliveryStatus.CREATED; + private boolean supportsGpsTracking = false; - private final CourierGPSActivities courierGPSActivities = - Workflow.newActivityStub(CourierGPSActivities.class, - new ActivityOptions.Builder() - .setRetryOptions(new RetryOptions.Builder() - .setInitialInterval(Duration.ofSeconds(10)) - .setMaximumAttempts(3) - .build()) - .setScheduleToCloseTimeout(Duration.ofMinutes(5)).build()); + private final CourierGPSActivities courierGPSActivities = Workflow.newActivityStub(CourierGPSActivities.class, + new ActivityOptions.Builder() + .setRetryOptions(new RetryOptions.Builder() + .setInitialInterval(Duration.ofSeconds(10)) + .setMaximumAttempts(3) + .build()) + .setScheduleToCloseTimeout(Duration.ofMinutes(5)).build()); @Override public void deliverOrder(CourierDeliveryJob courierDeliveryJob) { @@ -36,8 +36,10 @@ public void deliverOrder(CourierDeliveryJob courierDeliveryJob) { // Added new GPS tracking functionality int workflowVersion = Workflow.getVersion("GPSTrackingSupported", Workflow.DEFAULT_VERSION, 1); - if (workflowVersion >= 1){ - courierGPSActivities.registerDeliveryGPSTracking(courierDeliveryJob.getRestaurant().toString(), courierDeliveryJob.getAddress()); + if (workflowVersion >= 1) { + supportsGpsTracking = courierGPSActivities.registerDeliveryGPSTracking( + courierDeliveryJob.getRestaurant().toString(), + courierDeliveryJob.getAddress()); } Workflow.await(() -> CourierDeliveryStatus.PICKED_UP.equals(currentStatus)); @@ -56,4 +58,10 @@ private OrderWorkflow getParentOrderWorkflow() { public void updateStatus(CourierDeliveryStatus status) { this.currentStatus = status; } + + @Override + public boolean courierSupportsGPSTracking() { + // TODO Auto-generated method stub + return supportsGpsTracking; + } } diff --git a/instafood/src/test/java/InstafoodApplicationTest.java b/instafood/src/test/java/InstafoodApplicationTest.java index b4c3e5a..2334b8c 100644 --- a/instafood/src/test/java/InstafoodApplicationTest.java +++ b/instafood/src/test/java/InstafoodApplicationTest.java @@ -1,5 +1,6 @@ import com.instafood.orders.delivery.CourierDeliveryStatus; import com.instafood.orders.delivery.CourierDeliveryWorkflow; +import com.instafood.orders.delivery.CourierDeliveryWorkflowImpl; import com.instafood.orders.dispatcher.OrderWorkflow; import com.instafood.orders.dispatcher.domain.FoodOrder; import com.instafood.orders.dispatcher.domain.OrderStatus; @@ -20,6 +21,7 @@ import com.uber.cadence.client.WorkflowOptions; import com.uber.cadence.serviceclient.ClientOptions; import com.uber.cadence.serviceclient.WorkflowServiceTChannel; +import com.uber.cadence.testing.WorkflowReplayer; import org.apache.thrift.TException; import org.awaitility.Awaitility; import org.junit.jupiter.api.BeforeEach; @@ -31,6 +33,7 @@ import java.util.stream.Collectors; import static org.awaitility.Awaitility.await; +import static org.junit.jupiter.api.Assertions.assertTrue; class InstafoodApplicationTest { @@ -174,6 +177,26 @@ public void givenAnOrderWithDeliveryItShoulBeSentToMegaBurgerAndDeliveredByACour await().until( () -> workflowHistoryHasEvent(workflowClient, workflowExecution, EventType.WorkflowExecutionCompleted)); + + // All new courier workflows should support GPS tracking, since this is a new + // job it will return true + assertTrue(courierDeliveryWorkflow.courierSupportsGPSTracking()); + } + + @Test + public void givenCourierWorkflowWhenGpsNotSupportedThenHistoryReplaysCorrectly() throws Exception { + // We have stored the history for a workflow that was executed before GPS + // support was added into a file - "resources/history-gps-not-supported.json" + + // We use the workflow replayer to ensure that our legacy workflow can still + // execute correctly. + + WorkflowReplayer.replayWorkflowExecutionFromResource("history-gps-not-supported.json", + CourierDeliveryWorkflowImpl.class); + + // If we did not implement our version check, this method would throw an + // exception -- try it yourself by editing the CourierDeliveryWorkflowImpl + // class! } private List getOpenCourierDeliveryWorkflowsWithParentId(String parentWorkflowId) { diff --git a/instafood/src/test/resources/history-gps-not-supported.json b/instafood/src/test/resources/history-gps-not-supported.json new file mode 100644 index 0000000..91af869 --- /dev/null +++ b/instafood/src/test/resources/history-gps-not-supported.json @@ -0,0 +1,459 @@ +[ + { + "eventId": 1, + "timestamp": 1673493956391823134, + "eventType": "WorkflowExecutionStarted", + "version": -24, + "taskId": 1048576, + "workflowExecutionStartedEventAttributes": { + "workflowType": { + "name": "CourierDeliveryWorkflow::deliverOrder" + }, + "parentWorkflowDomain": "instafood", + "parentWorkflowExecution": { + "workflowId": "8e3ae8a9-72dc-4d18-afca-866ef375cfd4", + "runId": "f8f77ce0-b425-4ed9-bec1-9198952ec940" + }, + "parentInitiatedEventId": 27, + "taskList": { + "name": "test-worker-task-list" + }, + "input": "eyJyZXN0YXVyYW50IjoiTUVHQUJVUkdFUiIsImFkZHJlc3MiOiJEw61heiB2ZWxleiA0MzMsIExhIGx1Y2lsYSIsInRlbGVwaG9uZSI6Iis1NCAxMTIzNDMtMjMyNCJ9", + "executionStartToCloseTimeoutSeconds": 300, + "taskStartToCloseTimeoutSeconds": 10, + "originalExecutionRunId": "e2b097a9-9ed6-4115-ac5e-7e0c1e6425f1", + "firstExecutionRunId": "e2b097a9-9ed6-4115-ac5e-7e0c1e6425f1", + "firstDecisionTaskBackoffSeconds": 0 + } + }, + { + "eventId": 2, + "timestamp": 1673493956503757897, + "eventType": "DecisionTaskScheduled", + "version": -24, + "taskId": 1048580, + "decisionTaskScheduledEventAttributes": { + "taskList": { + "name": "test-worker-task-list" + }, + "startToCloseTimeoutSeconds": 10 + } + }, + { + "eventId": 3, + "timestamp": 1673493956551816330, + "eventType": "DecisionTaskStarted", + "version": -24, + "taskId": 1048583, + "decisionTaskStartedEventAttributes": { + "scheduledEventId": 2, + "identity": "96024@jdelcast-mac-0", + "requestId": "d8ee531b-8f68-4ca6-8782-96704afdeee8" + } + }, + { + "eventId": 4, + "timestamp": 1673493956841852154, + "eventType": "DecisionTaskCompleted", + "version": -24, + "taskId": 1048586, + "decisionTaskCompletedEventAttributes": { + "scheduledEventId": 2, + "startedEventId": 3, + "identity": "96024@jdelcast-mac-0" + } + }, + { + "eventId": 5, + "timestamp": 1673493958372505399, + "eventType": "WorkflowExecutionSignaled", + "version": -24, + "taskId": 1048588, + "workflowExecutionSignaledEventAttributes": { + "signalName": "CourierDeliveryWorkflow::updateStatus", + "input": "IkFDQ0VQVEVEIg==" + } + }, + { + "eventId": 6, + "timestamp": 1673493958372513988, + "eventType": "DecisionTaskScheduled", + "version": -24, + "taskId": 1048590, + "decisionTaskScheduledEventAttributes": { + "taskList": { + "name": "sticky:jdelcast-mac-0:5b31d8c2-2941-4eb2-82cc-45b9f134b815" + }, + "startToCloseTimeoutSeconds": 10 + } + }, + { + "eventId": 7, + "timestamp": 1673493958432202781, + "eventType": "DecisionTaskStarted", + "version": -24, + "taskId": 1048594, + "decisionTaskStartedEventAttributes": { + "scheduledEventId": 6, + "identity": "96024@jdelcast-mac-0", + "requestId": "e9ae7afd-b0e1-4624-811e-1b58d0b35d97" + } + }, + { + "eventId": 8, + "timestamp": 1673493958702798423, + "eventType": "DecisionTaskCompleted", + "version": -24, + "taskId": 1048597, + 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