Add challenges ant tips

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>
Signed-off-by: salaboy <Salaboy@gmail.com>
This commit is contained in:
Marc Duiker 2025-07-11 17:28:31 +02:00 committed by salaboy
parent 55217f8f73
commit 7ff2f0f608
5 changed files with 156 additions and 0 deletions

View File

@ -0,0 +1,44 @@
@Component
public class NonDeterministicWorkflow implements Workflow {
@Override
public WorkflowStub create() {
return ctx -> {
ctx.getLogger().info("Starting Workflow: " + ctx.getName());
var orderItem = ctx.getInput(String.class);
// Do not use non-deterministic operations in a workflow!
// These operations will create a new value every time the
// workflow is replayed.
var orderId = UUID.randomUUID();;
var orderDate = Instant.now();
String idResult = ctx.callActivity(SubmitIdActivity.class.getName(), orderId, String.class).await();
String dateResult = ctx.callActivity(SubmitDateActivity.class.getName(), orderDate, String.class).await();
ctx.complete(idResult);
};
}
}
@Component
public class DeterministicWorkflow implements Workflow {
@Override
public WorkflowStub create() {
return ctx -> {
ctx.getLogger().info("Starting Workflow: " + ctx.getName());
var orderItem = ctx.getInput(String.class);
// Do use these deterministic methods and properties on the WorkflowContext instead.
// These operations create the same value when the workflow is replayed.
var orderId = ctx.newUuid();;
var orderDate = ctx.getCurrentInstant();
String idResult = ctx.callActivity(SubmitIdActivity.class.getName(), orderId, String.class).await();
String dateResult = ctx.callActivity(SubmitDateActivity.class.getName(), orderDate, String.class).await();
ctx.complete(idResult);
};
}
}

View File

@ -0,0 +1,13 @@
@Component
public class IdempotentActivity implements WorkflowActivity {
@Override
public Object run(WorkflowActivityContext ctx) {
// Beware of non-idempotent operations in an activity.
// Dapr Workflow guarantees at-least-once execution of activities, so activities might be executed more than once
// in case an activity is not ran to completion successfully.
// For instance, can you insert a record to a database twice without side effects?
// var insertSql = $"INSERT INTO Orders (Id, Description, UnitPrice, Quantity) VALUES ('{orderItem.Id}', '{orderItem.Description}', {orderItem.UnitPrice}, {orderItem.Quantity})";
// It's best to perform a check if an record already exists before inserting it.
}
}

View File

@ -0,0 +1,41 @@
@Component
public class LargePayloadSizeWorkflow implements Workflow {
@Override
public WorkflowStub create() {
return ctx -> {
ctx.getLogger().info("Starting Workflow: " + ctx.getName());
var docId = ctx.getInput(String.class);
// Do not pass large payloads between activities.
// They are stored in the Dapr state store twice, one as output argument
// for GetDocument, and once as input argument for UpdateDocument.
var document = ctx.callActivity(GetDocument.class.getName(), docId, LargeDocument.class).await();
var updatedDocument = ctx.callActivity(UpdateDocument.class.getName(), document, LargeDocument.class).await();
// More activities to process the updated document...
ctx.complete(updatedDocument);
};
}
}
@Component
public class SmallPayloadSizeWorkflow implements Workflow {
@Override
public WorkflowStub create() {
return ctx -> {
ctx.getLogger().info("Starting Workflow: " + ctx.getName());
var docId = ctx.getInput(String.class);
// Do pass small payloads between activities, preferably IDs only, or objects that are quick to (de)serialize in large volumes.
// Combine multiple actions, such as document retrieval and update, into a single activity.
docId = ctx.callActivity(GetAndUpdateDocument.class.getName(), docId, String.class).await();
// More activities to process the updated document...
ctx.complete(docId);
};
}
}

View File

@ -0,0 +1,10 @@
# Workflow Challenges & Tips
Workflow systems are very powerful tools but also have their challenges & limitations as described in the [Dapr docs](https://docs.dapr.io/developing-applications/building-blocks/workflow/workflow-features-concepts/#limitations).
This section provides some tips with code snippets to understand the limitations and get the most out of the Dapr Workflow API. Read through the following examples to learn best practices to develop Dapr workflows.
- [Deterministic workflows](DeterministicWorkflow.java)
- [Idempotent activities](IdempotentActivity.java)
- [Versioning workflows](VersioningWorkflow.java)
- [Workflow & activity payload size](PayloadSizeWorkflow.java)

View File

@ -0,0 +1,48 @@
/*
This is the initial version of the workflow.
Note that the input argument for both activities is the orderItem (string).
*/
@Component
public class VersioningWorkflow1 implements Workflow {
@Override
public WorkflowStub create() {
return ctx -> {
ctx.getLogger().info("Starting Workflow: " + ctx.getName());
var orderItem = ctx.getInput(String.class);
var resultA = ctx.callActivity(ActivityA.class.getName(), orderItem, Integer.class).await();
var resultB = ctx.callActivity(ActivityB.class.getName(), orderItem, Integer.class).await();
ctx.complete(resultA + resultB);
};
}
}
/*
This is the updated version of the workflow.
The input for ActivityB has changed from orderItem (string) to resultA (int).
If there are in-flight workflow instances that were started with the previous version
of this workflow, these will fail when the new version of the workflow is deployed
and the workflow name remains the same, since the runtime parameters do not match with the persisted state.
It is recommended to version workflows by creating a new workflow class with a new name:
{workflowname}1 -> {workflowname}2
Try to avoid making breaking changes in perpetual workflows (that use the `ContinueAsNew` method)
since these are difficult to replace with a new version.
*/
@Component
public class VersioningWorkflow1 implements Workflow {
@Override
public WorkflowStub create() {
return ctx -> {
ctx.getLogger().info("Starting Workflow: " + ctx.getName());
var orderItem = ctx.getInput(String.class);
var resultA = ctx.callActivity(ActivityA.class.getName(), orderItem, Integer.class).await();
var resultB = ctx.callActivity(ActivityB.class.getName(), resultA, Integer.class).await();
ctx.complete(resultA + resultB);
};
}
}