Added pub sub documentation

This commit is contained in:
Amulya Varote 2021-12-02 02:45:19 -08:00
parent 4a8fbf10da
commit 830015d3eb
2 changed files with 448 additions and 312 deletions

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@ -20,33 +20,48 @@ When publishing a message, it's important to specify the content type of the dat
Unless specified, Dapr will assume `text/plain`. When using Dapr's HTTP API, the content type can be set in a `Content-Type` header.
gRPC clients and SDKs have a dedicated content type parameter.
## Step 1: Setup the Pub/Sub component
The following example creates applications to publish and subscribe to a topic called `deathStarStatus`.
## Example:
<img src="/images/pubsub-publish-subscribe-example.png" width=1000>
<br></br>
The below code examples loosely describes an application that processes orders. In the examples, there are two services - an order processing service and a checkout service. Both services have Dapr sidecars. The order processing service uses Dapr to publish message and the checkout service subscribes to the message in Rabbit mq.
<img src="/images/building-block-pub-sub-example.png" width=1000 alt="Diagram showing state management of example service">
## Step 1: Setup the Pub/Sub component
The following example creates applications to publish and subscribe to a topic called `orders`.
The first step is to setup the Pub/Sub component:
{{< tabs "Self-Hosted (CLI)" Kubernetes >}}
{{% codetab %}}
Redis Streams is installed by default on a local machine when running `dapr init`.
pubsub.yaml is created by default on a local machine when running `dapr init`. Verify by opening your components file under `%UserProfile%\.dapr\components\pubsub.yaml` on Windows or `~/.dapr/components/pubsub.yaml` on Linux/MacOS.
In this example, rabbit mq is used for publish and subscribe. Replace pubsub.yaml file contents with the below contents.
Verify by opening your components file under `%UserProfile%\.dapr\components\pubsub.yaml` on Windows or `~/.dapr/components/pubsub.yaml` on Linux/MacOS:
```yaml
apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
name: pubsub
name: order_pub_sub
spec:
type: pubsub.redis
type: pubsub.rabbitmq
version: v1
metadata:
- name: redisHost
value: localhost:6379
- name: redisPassword
value: ""
- name: host
value: "amqp://localhost:5672"
- name: durable
value: "false"
- name: deletedWhenUnused
value: "false"
- name: autoAck
value: "false"
- name: reconnectWait
value: "0"
- name: concurrency
value: parallel
scopes:
- orderprocessing
- checkout
```
You can override this file with another Redis instance or another [pubsub component]({{< ref setup-pubsub >}}) by creating a `components` directory containing the file and using the flag `--components-path` with the `dapr run` CLI command.
@ -59,16 +74,27 @@ To deploy this into a Kubernetes cluster, fill in the `metadata` connection deta
apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
name: pubsub
name: order_pub_sub
namespace: default
spec:
type: pubsub.redis
type: pubsub.rabbitmq
version: v1
metadata:
- name: redisHost
value: localhost:6379
- name: redisPassword
value: ""
- name: host
value: "amqp://localhost:5672"
- name: durable
value: "false"
- name: deletedWhenUnused
value: "false"
- name: autoAck
value: "false"
- name: reconnectWait
value: "0"
- name: concurrency
value: parallel
scopes:
- orderprocessing
- checkout
```
{{% /codetab %}}
@ -95,19 +121,19 @@ You can subscribe to a topic using the following Custom Resources Definition (CR
apiVersion: dapr.io/v1alpha1
kind: Subscription
metadata:
name: myevent-subscription
name: order_pub_sub
spec:
topic: deathStarStatus
route: /dsstatus
pubsubname: pubsub
topic: orders
route: /checkout
pubsubname: order_pub_sub
scopes:
- app1
- app2
- orderprocessing
- checkout
```
The example above shows an event subscription to topic `deathStarStatus`, for the pubsub component `pubsub`.
- The `route` field tells Dapr to send all topic messages to the `/dsstatus` endpoint in the app.
- The `scopes` field enables this subscription for apps with IDs `app1` and `app2`.
The example above shows an event subscription to topic `orders`, for the pubsub component `order_pub_sub`.
- The `route` field tells Dapr to send all topic messages to the `/checkout` endpoint in the app.
- The `scopes` field enables this subscription for apps with IDs `orderprocessing` and `checkout`.
Set the component with:
{{< tabs "Self-Hosted (CLI)" Kubernetes>}}
@ -120,7 +146,7 @@ Note: By default, Dapr loads components from `$HOME/.dapr/components` on MacOS/L
You can also override the default directory by pointing the Dapr CLI to a components path:
```bash
dapr run --app-id myapp --components-path ./myComponents -- python3 app1.py
dapr run --app-id myapp --components-path ./myComponents -- <language_specific_command>
```
*Note: If you place the subscription in a custom components path, make sure the Pub/Sub component is present also.*
@ -137,251 +163,240 @@ kubectl apply -f subscription.yaml
{{< /tabs >}}
#### Example
Below are code examples that leverage Dapr SDKs to subscribe to a topic.
{{< tabs Python Node PHP>}}
{{% codetab %}}
Create a file named `app1.py` and paste in the following:
```python
import flask
from flask import request, jsonify
from flask_cors import CORS
import json
import sys
app = flask.Flask(__name__)
CORS(app)
@app.route('/dsstatus', methods=['POST'])
def ds_subscriber():
print(request.json, flush=True)
return json.dumps({'success':True}), 200, {'ContentType':'application/json'}
app.run()
```
After creating `app1.py` ensure flask and flask_cors are installed:
```bash
pip install flask
pip install flask_cors
```
Then run:
```bash
dapr --app-id app1 --app-port 5000 run python app1.py
```
{{% /codetab %}}
{{% codetab %}}
After setting up the subscription above, download this javascript (Node > 4.16) into a `app2.js` file:
```javascript
const express = require('express')
const bodyParser = require('body-parser')
const app = express()
app.use(bodyParser.json({ type: 'application/*+json' }));
const port = 3000
app.post('/dsstatus', (req, res) => {
console.log(req.body);
res.sendStatus(200);
});
app.listen(port, () => console.log(`consumer app listening on port ${port}!`))
```
Run this app with:
```bash
dapr --app-id app2 --app-port 3000 run node app2.js
```
{{% /codetab %}}
{{< tabs Dotnet Java Python Go Javascript>}}
{{% codetab %}}
Create a file named `app1.php` and paste in the following:
```csharp
```php
<?php
//dependencies
using System.Collections.Generic;
using System.Threading.Tasks;
using System;
using Microsoft.AspNetCore.Mvc;
using Dapr;
using Dapr.Client;
require_once __DIR__.'/vendor/autoload.php';
$app = \Dapr\App::create();
$app->post('/dsstatus', function(
#[\Dapr\Attributes\FromBody]
\Dapr\PubSub\CloudEvent $cloudEvent,
\Psr\Log\LoggerInterface $logger
) {
$logger->alert('Received event: {event}', ['event' => $cloudEvent]);
return ['status' => 'SUCCESS'];
}
);
$app->start();
```
After creating `app1.php`, and with the [SDK installed](https://docs.dapr.io/developing-applications/sdks/php/),
go ahead and start the app:
```bash
dapr --app-id app1 --app-port 3000 run -- php -S 0.0.0.0:3000 app1.php
```
{{% /codetab %}}
{{< /tabs >}}
### Programmatic subscriptions
To subscribe to topics, start a web server in the programming language of your choice and listen on the following `GET` endpoint: `/dapr/subscribe`.
The Dapr instance calls into your app at startup and expect a JSON response for the topic subscriptions with:
- `pubsubname`: Which pub/sub component Dapr should use.
- `topic`: Which topic to subscribe to.
- `route`: Which endpoint for Dapr to call on when a message comes to that topic.
#### Example
{{< tabs Python Node PHP>}}
{{% codetab %}}
```python
import flask
from flask import request, jsonify
from flask_cors import CORS
import json
import sys
app = flask.Flask(__name__)
CORS(app)
@app.route('/dapr/subscribe', methods=['GET'])
def subscribe():
subscriptions = [{'pubsubname': 'pubsub',
'topic': 'deathStarStatus',
'route': 'dsstatus'}]
return jsonify(subscriptions)
@app.route('/dsstatus', methods=['POST'])
def ds_subscriber():
print(request.json, flush=True)
return json.dumps({'success':True}), 200, {'ContentType':'application/json'}
app.run()
```
After creating `app1.py` ensure flask and flask_cors are installed:
```bash
pip install flask
pip install flask_cors
```
Then run:
```bash
dapr --app-id app1 --app-port 5000 run python app1.py
```
{{% /codetab %}}
{{% codetab %}}
```javascript
const express = require('express')
const bodyParser = require('body-parser')
const app = express()
app.use(bodyParser.json({ type: 'application/*+json' }));
const port = 3000
app.get('/dapr/subscribe', (req, res) => {
res.json([
//code
namespace CheckoutService.controller
{
[ApiController]
public class CheckoutServiceController : Controller
{
//Subscribe to a topic
[Topic("order_pub_sub", "orders")]
[HttpPost("checkout")]
public void getCheckout([FromBody] int orderId)
{
pubsubname: "pubsub",
topic: "deathStarStatus",
route: "dsstatus"
Console.WriteLine("Subscriber received : " + orderId);
}
]);
})
app.post('/dsstatus', (req, res) => {
console.log(req.body);
res.sendStatus(200);
});
app.listen(port, () => console.log(`consumer app listening on port ${port}!`))
}
}
```
Run this app with:
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr --app-id app2 --app-port 3000 run node app2.js
dapr run --app-id checkout --app-port 6002 --dapr-http-port 3602 --dapr-grpc-port 60002 --app-ssl dotnet run
```
{{% /codetab %}}
{{% codetab %}}
Update `app1.php` with the following:
```java
//dependencies
import io.dapr.Topic;
import io.dapr.client.domain.CloudEvent;
import org.springframework.web.bind.annotation.*;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import reactor.core.publisher.Mono;
```php
<?php
//code
@RestController
public class CheckoutServiceController {
require_once __DIR__.'/vendor/autoload.php';
$app = \Dapr\App::create(configure: fn(\DI\ContainerBuilder $builder) => $builder->addDefinitions(['dapr.subscriptions' => [
new \Dapr\PubSub\Subscription(pubsubname: 'pubsub', topic: 'deathStarStatus', route: '/dsstatus'),
]]));
$app->post('/dsstatus', function(
#[\Dapr\Attributes\FromBody]
\Dapr\PubSub\CloudEvent $cloudEvent,
\Psr\Log\LoggerInterface $logger
) {
$logger->alert('Received event: {event}', ['event' => $cloudEvent]);
return ['status' => 'SUCCESS'];
private static final Logger log = LoggerFactory.getLogger(CheckoutServiceController.class);
//Subscribe to a topic
@Topic(name = "orders", pubsubName = "order_pub_sub")
@PostMapping(path = "/checkout")
public Mono<Void> getCheckout(@RequestBody(required = false) CloudEvent<String> cloudEvent) {
return Mono.fromRunnable(() -> {
try {
log.info("Subscriber received: " + cloudEvent.getData());
} catch (Exception e) {
throw new RuntimeException(e);
}
});
}
);
$app->start();
}
```
Run this app with:
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr --app-id app1 --app-port 3000 run -- php -S 0.0.0.0:3000 app1.php
dapr run --app-id checkout --app-port 6002 --dapr-http-port 3602 --dapr-grpc-port 60002 mvn spring-boot:run
```
{{% /codetab %}}
{{% codetab %}}
```python
#dependencies
from cloudevents.sdk.event import v1
from dapr.ext.grpc import App
import logging
import json
#code
app = App()
logging.basicConfig(level = logging.INFO)
#Subscribe to a topic
@app.subscribe(pubsub_name='order_pub_sub', topic='orders')
def mytopic(event: v1.Event) -> None:
data = json.loads(event.Data())
logging.info('Subscriber received: ' + data)
app.run(60002)
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id checkout --app-port 6002 --dapr-http-port 3602 --dapr-grpc-port 60002 -- python3 CheckoutService.py
```
{{% /codetab %}}
{{% codetab %}}
```go
//dependencies
import (
"log"
"net/http"
"context"
"github.com/dapr/go-sdk/service/common"
daprd "github.com/dapr/go-sdk/service/http"
)
//code
var sub = &common.Subscription{
PubsubName: "order_pub_sub",
Topic: "orders",
Route: "/checkout",
}
func main() {
s := daprd.NewService(":6002")
//Subscribe to a topic
if err := s.AddTopicEventHandler(sub, eventHandler); err != nil {
log.Fatalf("error adding topic subscription: %v", err)
}
if err := s.Start(); err != nil && err != http.ErrServerClosed {
log.Fatalf("error listenning: %v", err)
}
}
func eventHandler(ctx context.Context, e *common.TopicEvent) (retry bool, err error) {
log.Printf("Subscriber received: %s", e.Data)
return false, nil
}
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id checkout --app-port 6002 --dapr-http-port 3602 --dapr-grpc-port 60002 go run CheckoutService.go
```
{{% /codetab %}}
{{% codetab %}}
```javascript
//dependencies
import { DaprServer, CommunicationProtocolEnum } from 'dapr-client';
//code
const daprHost = "127.0.0.1";
const serverHost = "127.0.0.1";
const serverPort = "6002";
start().catch((e) => {
console.error(e);
process.exit(1);
});
async function start(orderId) {
const server = new DaprServer(
serverHost,
serverPort,
daprHost,
process.env.DAPR_HTTP_PORT,
CommunicationProtocolEnum.HTTP
);
//Subscribe to a topic
await server.pubsub.subscribe("order_pub_sub", "orders", async (orderId) => {
console.log(`Subscriber received: ${JSON.stringify(orderId)}`)
});
await server.startServer();
}
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id checkout --app-port 6002 --dapr-http-port 3602 --dapr-grpc-port 60002 npm start
```
{{% /codetab %}}
{{< /tabs >}}
The `/dsstatus` endpoint matches the `route` defined in the subscriptions and this is where Dapr will send all topic messages to.
The `/checkout` endpoint matches the `route` defined in the subscriptions and this is where Dapr will send all topic messages to.
## Step 3: Publish a topic
To publish a topic you need to run an instance of a Dapr sidecar to use the pubsub Redis component. You can use the default Redis component installed into your local environment.
Start an instance of Dapr with an app-id called `testpubsub`:
Start an instance of Dapr with an app-id called `orderprocessing`:
```bash
dapr run --app-id testpubsub --dapr-http-port 3500
dapr run --app-id orderprocessing --dapr-http-port 3500
```
{{< tabs "Dapr CLI" "HTTP API (Bash)" "HTTP API (PowerShell)">}}
{{% codetab %}}
Then publish a message to the `deathStarStatus` topic:
Then publish a message to the `orders` topic:
```bash
dapr publish --publish-app-id testpubsub --pubsub pubsub --topic deathStarStatus --data '{"status": "completed"}'
dapr publish --publish-app-id testpubsub --pubsub pubsub --topic orders --data '{"orderId": "100"}'
```
{{% /codetab %}}
{{% codetab %}}
Then publish a message to the `deathStarStatus` topic:
Then publish a message to the `orders` topic:
```bash
curl -X POST http://localhost:3500/v1.0/publish/pubsub/deathStarStatus -H "Content-Type: application/json" -d '{"status": "completed"}'
curl -X POST http://localhost:3601/v1.0/publish/pubsub/orders -H "Content-Type: application/json" -d '{"orderId": "100"}'
```
{{% /codetab %}}
{{% codetab %}}
Then publish a message to the `deathStarStatus` topic:
Then publish a message to the `orders` topic:
```powershell
Invoke-RestMethod -Method Post -ContentType 'application/json' -Body '{"status": "completed"}' -Uri 'http://localhost:3500/v1.0/publish/pubsub/deathStarStatus'
Invoke-RestMethod -Method Post -ContentType 'application/json' -Body '{"orderId": "100"}' -Uri 'http://localhost:3601/v1.0/publish/pubsub/orders'
```
{{% /codetab %}}
@ -389,96 +404,217 @@ Invoke-RestMethod -Method Post -ContentType 'application/json' -Body '{"status":
Dapr automatically wraps the user payload in a Cloud Events v1.0 compliant envelope, using `Content-Type` header value for `datacontenttype` attribute.
Below are code examples that leverage Dapr SDKs to publish a topic.
{{< tabs Dotnet Java Python Go Javascript>}}
{{% codetab %}}
```csharp
//dependencies
using System;
using System.Collections.Generic;
using System.Net.Http;
using System.Net.Http.Headers;
using System.Threading.Tasks;
using Dapr.Client;
using Microsoft.AspNetCore.Mvc;
using System.Threading;
//code
namespace EventService
{
class Program
{
static async Task Main(string[] args)
{
string PUBSUB_NAME = "order_pub_sub";
string TOPIC_NAME = "orders";
int orderId = 100;
CancellationTokenSource source = new CancellationTokenSource();
CancellationToken cancellationToken = source.Token;
using var client = new DaprClientBuilder().Build();
//Using Dapr SDK to publish to a topic
await client.PublishEventAsync(PUBSUB_NAME, TOPIC_NAME, orderId, cancellationToken);
Console.WriteLine("Published data: " + orderId);
}
}
}
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id orderprocessing --app-port 6001 --dapr-http-port 3601 --dapr-grpc-port 60001 --app-ssl dotnet run
```
{{% /codetab %}}
{{% codetab %}}
```java
//dependencies
import io.dapr.client.DaprClient;
import io.dapr.client.DaprClientBuilder;
import io.dapr.client.domain.Metadata;
import static java.util.Collections.singletonMap;
import org.springframework.boot.autoconfigure.SpringBootApplication;
//code
@SpringBootApplication
public class OrderProcessingServiceApplication {
public static void main(String[] args) throws InterruptedException{
String MESSAGE_TTL_IN_SECONDS = "1000";
String TOPIC_NAME = "orders";
String PUBSUB_NAME = "order_pub_sub";
int orderId = 100;
DaprClient client = new DaprClientBuilder().build();
//Using Dapr SDK to publish to a topic
client.publishEvent(
PUBSUB_NAME,
TOPIC_NAME,
orderId,
singletonMap(Metadata.TTL_IN_SECONDS, MESSAGE_TTL_IN_SECONDS)).block();
log.info("Published data:" + orderId);
}
}
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id orderprocessing --app-port 6001 --dapr-http-port 3601 --dapr-grpc-port 60001 mvn spring-boot:run
```
{{% /codetab %}}
{{% codetab %}}
```python
#dependencies
import random
from time import sleep
import requests
import logging
import json
from dapr.clients import DaprClient
#code
logging.basicConfig(level = logging.INFO)
orderId = 100
with DaprClient() as client:
#Using Dapr SDK to publish to a topic
result = client.publish_event(
pubsub_name='order_pub_sub',
topic_name='orders',
data=json.dumps(orderId),
data_content_type='application/json',
)
logging.info('Published data: ' + str(orderId))
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id orderprocessing --app-port 6001 --dapr-http-port 3601 --dapr-grpc-port 60001 -- python3 OrderProcessingService.py
```
{{% /codetab %}}
{{% codetab %}}
```go
//dependencies
import (
"context"
"log"
"strconv"
dapr "github.com/dapr/go-sdk/client"
)
//code
var (
PUBSUB_NAME = "order_pub_sub"
TOPIC_NAME = "orders"
)
func main() {
orderId := 100
client, err := dapr.NewClient()
if err != nil {
panic(err)
}
defer client.Close()
ctx := context.Background()
//Using Dapr SDK to publish to a topic
if err := client.PublishEvent(ctx, PUBSUB_NAME, TOPIC_NAME, []byte(strconv.Itoa(orderId)));
err != nil {
panic(err)
}
log.Println("Published data: " + strconv.Itoa(orderId))
}
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id orderprocessing --app-port 6001 --dapr-http-port 3601 --dapr-grpc-port 60001 go run OrderProcessingService.go
```
{{% /codetab %}}
{{% codetab %}}
```javascript
//dependencies
import { DaprServer, DaprClient, CommunicationProtocolEnum } from 'dapr-client';
//code
const daprHost = "127.0.0.1";
var main = function() {
var orderId = Math.floor(Math.random() * (1000 - 1) + 1);
start(orderId).catch((e) => {
console.error(e);
process.exit(1);
});
}
async function start(orderId) {
const client = new DaprClient(daprHost, process.env.DAPR_HTTP_PORT, CommunicationProtocolEnum.HTTP);
console.log("Published data:" + orderId)
//Using Dapr SDK to publish to a topic
await client.pubsub.publish("order_pub_sub", "orders", orderId);
}
main();
```
Navigate to the directory containing the above code, then run the following command to launch a Dapr sidecar and run the application:
```bash
dapr run --app-id orderprocessing --app-port 6001 --dapr-http-port 3601 --dapr-grpc-port 60001 npm start
```
{{% /codetab %}}
{{< /tabs >}}
## Step 4: ACK-ing a message
In order to tell Dapr that a message was processed successfully, return a `200 OK` response. If Dapr receives any other return status code than `200`, or if your app crashes, Dapr will attempt to redeliver the message following At-Least-Once semantics.
#### Example
{{< tabs Python Node>}}
{{% codetab %}}
```python
@app.route('/dsstatus', methods=['POST'])
def ds_subscriber():
print(request.json, flush=True)
return json.dumps({'success':True}), 200, {'ContentType':'application/json'}
```
{{% /codetab %}}
{{% codetab %}}
```javascript
app.post('/dsstatus', (req, res) => {
res.sendStatus(200);
});
```
{{% /codetab %}}
{{< /tabs >}}
{{% alert title="Note on message redelivery" color="primary" %}}
Some pubsub components (e.g. Redis) will redeliver a message if a response is not sent back within a specified time window. Make sure to configure metadata such as `processingTimeout` to customize this behavior. For more information refer to the respective [component references]({{< ref supported-pubsub >}}).
{{% /alert %}}
## (Optional) Step 5: Publishing a topic with code
{{< tabs Node PHP>}}
{{% codetab %}}
If you prefer publishing a topic using code, here is an example.
```javascript
const express = require('express');
const path = require('path');
const request = require('request');
const bodyParser = require('body-parser');
const app = express();
app.use(bodyParser.json());
const daprPort = process.env.DAPR_HTTP_PORT || 3500;
const daprUrl = `http://localhost:${daprPort}/v1.0`;
const port = 8080;
const pubsubName = 'pubsub';
app.post('/publish', (req, res) => {
console.log("Publishing: ", req.body);
const publishUrl = `${daprUrl}/publish/${pubsubName}/deathStarStatus`;
request( { uri: publishUrl, method: 'POST', json: req.body } );
res.sendStatus(200);
});
app.listen(process.env.PORT || port, () => console.log(`Listening on port ${port}!`));
```
{{% /codetab %}}
{{% codetab %}}
If you prefer publishing a topic using code, here is an example.
```php
<?php
require_once __DIR__.'/vendor/autoload.php';
$app = \Dapr\App::create();
$app->run(function(\DI\FactoryInterface $factory, \Psr\Log\LoggerInterface $logger) {
$publisher = $factory->make(\Dapr\PubSub\Publish::class, ['pubsub' => 'pubsub']);
$publisher->topic('deathStarStatus')->publish('operational');
$logger->alert('published!');
});
```
You can save this to `app2.php` and while `app1` is running in another terminal, execute:
```bash
dapr --app-id app2 run -- php app2.php
```
{{% /codetab %}}
{{< /tabs >}}
## Sending a custom CloudEvent
Dapr automatically takes the data sent on the publish request and wraps it in a CloudEvent 1.0 envelope.
@ -491,23 +627,23 @@ Read about content types [here](#content-types), and about the [Cloud Events mes
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Publish a custom CloudEvent to the `deathStarStatus` topic:
Publish a custom CloudEvent to the `orders` topic:
```bash
dapr publish --publish-app-id testpubsub --pubsub pubsub --topic deathStarStatus --data '{"specversion" : "1.0", "type" : "com.dapr.cloudevent.sent", "source" : "testcloudeventspubsub", "subject" : "Cloud Events Test", "id" : "someCloudEventId", "time" : "2021-08-02T09:00:00Z", "datacontenttype" : "application/cloudevents+json", "data" : {"status": "completed"}}'
dapr publish --publish-app-id testpubsub --pubsub pubsub --topic orders --data '{"specversion" : "1.0", "type" : "com.dapr.cloudevent.sent", "source" : "testcloudeventspubsub", "subject" : "Cloud Events Test", "id" : "someCloudEventId", "time" : "2021-08-02T09:00:00Z", "datacontenttype" : "application/cloudevents+json", "data" : {"orderId": "100"}}'
```
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Publish a custom CloudEvent to the `deathStarStatus` topic:
Publish a custom CloudEvent to the `orders` topic:
```bash
curl -X POST http://localhost:3500/v1.0/publish/pubsub/deathStarStatus -H "Content-Type: application/cloudevents+json" -d '{"specversion" : "1.0", "type" : "com.dapr.cloudevent.sent", "source" : "testcloudeventspubsub", "subject" : "Cloud Events Test", "id" : "someCloudEventId", "time" : "2021-08-02T09:00:00Z", "datacontenttype" : "application/cloudevents+json", "data" : {"status": "completed"}}'
curl -X POST http://localhost:3601/v1.0/publish/pubsub/orders -H "Content-Type: application/cloudevents+json" -d '{"specversion" : "1.0", "type" : "com.dapr.cloudevent.sent", "source" : "testcloudeventspubsub", "subject" : "Cloud Events Test", "id" : "someCloudEventId", "time" : "2021-08-02T09:00:00Z", "datacontenttype" : "application/cloudevents+json", "data" : {"orderId": "100"}}'
```
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Publish a custom CloudEvent to the `deathStarStatus` topic:
Publish a custom CloudEvent to the `orders` topic:
```powershell
Invoke-RestMethod -Method Post -ContentType 'application/cloudevents+json' -Body '{"specversion" : "1.0", "type" : "com.dapr.cloudevent.sent", "source" : "testcloudeventspubsub", "subject" : "Cloud Events Test", "id" : "someCloudEventId", "time" : "2021-08-02T09:00:00Z", "datacontenttype" : "application/cloudevents+json", "data" : {"status": "completed"}}' -Uri 'http://localhost:3500/v1.0/publish/pubsub/deathStarStatus'
Invoke-RestMethod -Method Post -ContentType 'application/cloudevents+json' -Body '{"specversion" : "1.0", "type" : "com.dapr.cloudevent.sent", "source" : "testcloudeventspubsub", "subject" : "Cloud Events Test", "id" : "someCloudEventId", "time" : "2021-08-02T09:00:00Z", "datacontenttype" : "application/cloudevents+json", "data" : {"orderId": "100"}}' -Uri 'http://localhost:3601/v1.0/publish/pubsub/orders'
```
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