|
| 1 | +# Examples - Cadence |
| 2 | + |
| 3 | +[Cadence](https://cadenceworkflow.io/) describes it solution as a fault-oblivious stateful programming model |
| 4 | +that obscures most of the complexities of building scalable distributed applications. |
| 5 | +Cadence apps are written in code, and SDKs are available for Go, Java. |
| 6 | +Its core abstraction is a fault-oblivious stateful workflow which by default encapsulates state, processing threads, |
| 7 | +durable timers and event handlers. |
| 8 | + |
| 9 | +Cadence also has support for [non-programming-language workflow DSLs](https://cadenceworkflow.io/docs/use-cases/dsl/). |
| 10 | +It says that any application that interprets a workflow DSL definition can be written using the Cadence SDK, so for example |
| 11 | +BPMN, AWS Step Functions, etc. Since Cadence does not provide its own non-programming-language workflow DSL, |
| 12 | +we will only take a look at its examples written in their provided programming language support. |
| 13 | + |
| 14 | +The purpose of this document is to compare and contrast the Cadence workflow code and the equivalent |
| 15 | +Serverless Workflow DSL. |
| 16 | +This can hopefully help compare and contrast the two workflow languages and give a better understanding of both. |
| 17 | + |
| 18 | +Given that Cadence provides SDKs in multiple programming languages, in this document we will focus only on Cadence workflows |
| 19 | +written in Java. |
| 20 | + |
| 21 | +All Cadence examples used in this document are available in their [cadence-samples](https://github.com/uber-common/cadence-samples) |
| 22 | + |
| 23 | +We hope that these examples will give you a good start for comparing and contrasting the two workflow |
| 24 | +languages. |
| 25 | + |
| 26 | +## Note when reading provided examples |
| 27 | + |
| 28 | +Note that we do not include all the Cadence Java code from the examples, but just the main parts. |
| 29 | +Each example includes a link to the Cadence example GitHub repo where you can see all the code |
| 30 | +for the particular example. |
| 31 | + |
| 32 | +## Table of Contents |
| 33 | + |
| 34 | +- [Saga pattern (compensation)](#Saga-Pattern) |
| 35 | +- [File Processing](#File-Processing) |
| 36 | +- [Sub Workflow Greeting](#Sub-Workflow-Greeting) |
| 37 | + |
| 38 | +### Saga Pattern |
| 39 | + |
| 40 | +[Full Cadence Example](https://github.com/uber/cadence-java-samples/tree/master/src/main/java/com/uber/cadence/samples/bookingsaga) |
| 41 | + |
| 42 | +<table> |
| 43 | +<tr> |
| 44 | + <th>Cadence</th> |
| 45 | + <th>Serverless Workflow</th> |
| 46 | +</tr> |
| 47 | +<tr> |
| 48 | +<td valign="top"> |
| 49 | + |
| 50 | +```java |
| 51 | +public class TripBookingWorkflowImpl implements TripBookingWorkflow { |
| 52 | + |
| 53 | + private final ActivityOptions options = |
| 54 | + new ActivityOptions.Builder().setScheduleToCloseTimeout(Duration.ofHours(1)).build(); |
| 55 | + private final TripBookingActivities activities = |
| 56 | + Workflow.newActivityStub(TripBookingActivities.class, options); |
| 57 | + |
| 58 | + @Override |
| 59 | + public void bookTrip(String name) { |
| 60 | + Saga.Options sagaOptions = new Saga.Options.Builder().setParallelCompensation(true).build(); |
| 61 | + Saga saga = new Saga(sagaOptions); |
| 62 | + try { |
| 63 | + String carReservationID = activities.reserveCar(name); |
| 64 | + saga.addCompensation(activities::cancelCar, carReservationID, name); |
| 65 | + |
| 66 | + String hotelReservationID = activities.bookHotel(name); |
| 67 | + saga.addCompensation(activities::cancelHotel, hotelReservationID, name); |
| 68 | + |
| 69 | + String flightReservationID = activities.bookFlight(name); |
| 70 | + saga.addCompensation(activities::cancelFlight, flightReservationID, name); |
| 71 | + } catch (ActivityException e) { |
| 72 | + saga.compensate(); |
| 73 | + throw e; |
| 74 | + } |
| 75 | + } |
| 76 | +} |
| 77 | +``` |
| 78 | + |
| 79 | +</td> |
| 80 | +<td valign="top"> |
| 81 | + |
| 82 | +```yaml |
| 83 | +id: tripbookingwithcompensation |
| 84 | +name: Trip Booking With Compensation |
| 85 | +version: '1.0' |
| 86 | +states: |
| 87 | +- name: BookTrip |
| 88 | + type: operation |
| 89 | + start: true |
| 90 | + compensatedBy: CancelTrip |
| 91 | + actions: |
| 92 | + - functionRef: reservecarfunction |
| 93 | + - functionRef: reservehotelfunction |
| 94 | + - functionRef: reserveflightfunction |
| 95 | + onErrors: |
| 96 | + - error: Activity Error |
| 97 | + end: |
| 98 | + compensate: true |
| 99 | + end: true |
| 100 | +- name: CancelTrip |
| 101 | + type: operation |
| 102 | + usedForCompensation: true |
| 103 | + actionMode: parallel |
| 104 | + actions: |
| 105 | + - functionRef: cancelcarreservationfunction |
| 106 | + - functionRef: cancelhotelreservationfunction |
| 107 | + - functionRef: cancelflightreservationfunction |
| 108 | +functions: |
| 109 | +- name: reservecarfunction |
| 110 | + operation: myactionsapi.json#reservecar |
| 111 | +- name: reservehotelfunction |
| 112 | + operation: myactionsapi.json#reservehotel |
| 113 | +- name: reserveflightfunction |
| 114 | + operation: myactionsapi.json#reserveflight |
| 115 | +- name: cancelcarreservationfunction |
| 116 | + operation: myactionsapi.json#cancelcar |
| 117 | +- name: cancelhotelreservationfunction |
| 118 | + operation: myactionsapi.json#cancelhotel |
| 119 | +- name: cancelflightreservationfunction |
| 120 | + operation: myactionsapi.json#cancelflight |
| 121 | +``` |
| 122 | +
|
| 123 | +</td> |
| 124 | +</tr> |
| 125 | +</table> |
| 126 | +
|
| 127 | +### File Processing |
| 128 | +
|
| 129 | +[Full Cadence Example](https://github.com/uber/cadence-java-samples/tree/master/src/main/java/com/uber/cadence/samples/fileprocessing) |
| 130 | +
|
| 131 | +<table> |
| 132 | +<tr> |
| 133 | + <th>Cadence</th> |
| 134 | + <th>Serverless Workflow</th> |
| 135 | +</tr> |
| 136 | +<tr> |
| 137 | +<td valign="top"> |
| 138 | +
|
| 139 | +```java |
| 140 | +public class FileProcessingWorkflowImpl implements FileProcessingWorkflow { |
| 141 | + |
| 142 | + // Uses the default task list shared by the pool of workers. |
| 143 | + private final StoreActivities defaultTaskListStore; |
| 144 | + |
| 145 | + public FileProcessingWorkflowImpl() { |
| 146 | + // Create activity clients. |
| 147 | + ActivityOptions ao = |
| 148 | + new ActivityOptions.Builder() |
| 149 | + .setScheduleToCloseTimeout(Duration.ofSeconds(10)) |
| 150 | + .setTaskList(FileProcessingWorker.TASK_LIST) |
| 151 | + .build(); |
| 152 | + this.defaultTaskListStore = Workflow.newActivityStub(StoreActivities.class, ao); |
| 153 | + } |
| 154 | + |
| 155 | + @Override |
| 156 | + public void processFile(URL source, URL destination) { |
| 157 | + RetryOptions retryOptions = |
| 158 | + new RetryOptions.Builder() |
| 159 | + .setExpiration(Duration.ofSeconds(10)) |
| 160 | + .setInitialInterval(Duration.ofSeconds(1)) |
| 161 | + .build(); |
| 162 | + // Retries the whole sequence on any failure, potentially on a different host. |
| 163 | + Workflow.retry(retryOptions, () -> processFileImpl(source, destination)); |
| 164 | + } |
| 165 | + |
| 166 | + private void processFileImpl(URL source, URL destination) { |
| 167 | + StoreActivities.TaskListFileNamePair downloaded = defaultTaskListStore.download(source); |
| 168 | + |
| 169 | + // Now initialize stubs that are specific to the returned task list. |
| 170 | + ActivityOptions hostActivityOptions = |
| 171 | + new ActivityOptions.Builder() |
| 172 | + .setTaskList(downloaded.getHostTaskList()) |
| 173 | + .setScheduleToCloseTimeout(Duration.ofSeconds(10)) |
| 174 | + .build(); |
| 175 | + StoreActivities hostSpecificStore = |
| 176 | + Workflow.newActivityStub(StoreActivities.class, hostActivityOptions); |
| 177 | + |
| 178 | + // Call processFile activity to zip the file. |
| 179 | + // Call the activity to process the file using worker-specific task list. |
| 180 | + String processed = hostSpecificStore.process(downloaded.getFileName()); |
| 181 | + // Call upload activity to upload the zipped file. |
| 182 | + hostSpecificStore.upload(processed, destination); |
| 183 | + } |
| 184 | +} |
| 185 | +``` |
| 186 | + |
| 187 | +</td> |
| 188 | +<td valign="top"> |
| 189 | + |
| 190 | +```yaml |
| 191 | +id: fileprocessingwithretries |
| 192 | +name: File Processing Workflow With Retries |
| 193 | +version: '1.0' |
| 194 | +states: |
| 195 | +- name: ProcessAndUpload |
| 196 | + type: operation |
| 197 | + start: true |
| 198 | + actions: |
| 199 | + - functionRef: |
| 200 | + refName: processfilefunction |
| 201 | + parameters: |
| 202 | + filename: "{{ $file.name }}" |
| 203 | + actionDataFilter: |
| 204 | + dataResultsPath: "{{ $.processed }}" |
| 205 | + - functionRef: |
| 206 | + refName: uploadfunction |
| 207 | + parameters: |
| 208 | + file: "{{ $processed }}" |
| 209 | + onErrors: |
| 210 | + - error: "*" |
| 211 | + retryRef: fileprocessingretry |
| 212 | + end: true |
| 213 | + end: true |
| 214 | +functions: |
| 215 | +- name: processfilefunction |
| 216 | + operation: myactionsapi.json#process |
| 217 | +- name: uploadfilefunction |
| 218 | + operation: myactionsapi.json#upload |
| 219 | +retries: |
| 220 | +- name: fileprocessingretry |
| 221 | + maxAttempts: 10 |
| 222 | + delay: PT1S |
| 223 | +``` |
| 224 | +
|
| 225 | +</td> |
| 226 | +</tr> |
| 227 | +</table> |
| 228 | +
|
| 229 | +
|
| 230 | +### Sub Workflow Greeting |
| 231 | +
|
| 232 | +[Full Cadence Example](https://github.com/uber/cadence-java-samples/blob/master/src/main/java/com/uber/cadence/samples/hello/HelloChild.java) |
| 233 | +
|
| 234 | +<table> |
| 235 | +<tr> |
| 236 | + <th>Cadence</th> |
| 237 | + <th>Serverless Workflow</th> |
| 238 | +</tr> |
| 239 | +<tr> |
| 240 | +<td valign="top"> |
| 241 | +
|
| 242 | +```java |
| 243 | +public static class GreetingWorkflowImpl implements GreetingWorkflow { |
| 244 | + |
| 245 | + @Override |
| 246 | + public String getGreeting(String name) { |
| 247 | + // Workflows are stateful. So a new stub must be created for each new child. |
| 248 | + GreetingChild child = Workflow.newChildWorkflowStub(GreetingChild.class); |
| 249 | + |
| 250 | + // This is a non blocking call that returns immediately. |
| 251 | + // Use child.composeGreeting("Hello", name) to call synchronously. |
| 252 | + Promise<String> greeting = Async.function(child::composeGreeting, "Hello", name); |
| 253 | + // Do something else here. |
| 254 | + return greeting.get(); // blocks waiting for the child to complete. |
| 255 | + } |
| 256 | + |
| 257 | + // This example shows how parent workflow return right after starting a child workflow, |
| 258 | + // and let the child run itself. |
| 259 | + private String demoAsyncChildRun(String name) { |
| 260 | + GreetingChild child = Workflow.newChildWorkflowStub(GreetingChild.class); |
| 261 | + // non blocking call that initiated child workflow |
| 262 | + Async.function(child::composeGreeting, "Hello", name); |
| 263 | + // instead of using greeting.get() to block till child complete, |
| 264 | + // sometimes we just want to return parent immediately and keep child running |
| 265 | + Promise<WorkflowExecution> childPromise = Workflow.getWorkflowExecution(child); |
| 266 | + childPromise.get(); // block until child started, |
| 267 | + // otherwise child may not start because parent complete first. |
| 268 | + return "let child run, parent just return"; |
| 269 | + } |
| 270 | + |
| 271 | + public static void main(String[] args) { |
| 272 | + // Start a worker that hosts both parent and child workflow implementations. |
| 273 | + Worker.Factory factory = new Worker.Factory(DOMAIN); |
| 274 | + Worker worker = factory.newWorker(TASK_LIST); |
| 275 | + worker.registerWorkflowImplementationTypes(GreetingWorkflowImpl.class, GreetingChildImpl.class); |
| 276 | + // Start listening to the workflow task list. |
| 277 | + factory.start(); |
| 278 | + |
| 279 | + // Start a workflow execution. Usually this is done from another program. |
| 280 | + WorkflowClient workflowClient = WorkflowClient.newInstance(DOMAIN); |
| 281 | + // Get a workflow stub using the same task list the worker uses. |
| 282 | + GreetingWorkflow workflow = workflowClient.newWorkflowStub(GreetingWorkflow.class); |
| 283 | + // Execute a workflow waiting for it to complete. |
| 284 | + String greeting = workflow.getGreeting("World"); |
| 285 | + System.out.println(greeting); |
| 286 | + System.exit(0); |
| 287 | +} |
| 288 | +} |
| 289 | +``` |
| 290 | + |
| 291 | +</td> |
| 292 | +<td valign="top"> |
| 293 | + |
| 294 | +```yaml |
| 295 | +id: subflowgreeting |
| 296 | +name: SubFlow Greeting Workflow |
| 297 | +version: '1.0' |
| 298 | +states: |
| 299 | +- name: GreetingSubFlow |
| 300 | + type: subflow |
| 301 | + workflowId: subflowgreet |
| 302 | + start: true |
| 303 | + waitForCompletion: false |
| 304 | + end: true |
| 305 | +functions: |
| 306 | +- name: greetingfunction |
| 307 | + operation: myactionsapi.json#greet |
| 308 | +``` |
| 309 | +
|
| 310 | +</td> |
| 311 | +</tr> |
| 312 | +</table> |
| 313 | +
|
| 314 | +#### Note |
| 315 | +
|
| 316 | +The Serverless Workflow example does not include the simple definition of the "subflowgreet", which would |
| 317 | +include just a starting operation state that executes the "greetingfunction". |
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