benstopford

# Submit an order. Immediately retrieving it will block until validation completes.
$ curl -X POST ... --data {"id":"1"...} http://server:8081/orders/
$ curl -X GET http://server:8081/orders/validated/1?timeout=500

benstopford

//In Node.js service
var nodemailer = require('nodemailer');
…
var kafka = require('kafka-node'),
    Consumer = kafka.Consumer,
    client = new kafka.Client(),
    consumer = new Consumer(client, [ { topic: 'platinum_emails', partition: 0 } ] );

consumer.on('message', function (orderConsumerTuple) {
    sendMail(orderConsumerTuple);

benstopford

//Execute query in a sidecar
ksql> CREATE STREAM orders (ORDERID string, ORDERTIME bigint...) WITH (kafka_topic='orders', value_format='JSON');
ksql> CREATE STREAM platinum_emails as select * from orders, customers where client_level == ‘PLATINUM’ and state == ‘CONFIRMED’;

benstopford

orders.join(customers, Tuple::new) //join customers and orders
  .filter((k, tuple) → tuple.customer.level().equals(PLATINUM) //filter platinum customers
    && tuple.order.state().equals(CONFIRMED)) //only consider confirmed orders
  .peek((k, tuple) → emailer.sendMail(tuple)); //send email for each cust/order tuple 

benstopford

//Inside our request-response thread (e.g. the webserver’s thread)
ReadOnlyKeyValueStore ordersStore = streams.store(“enriched-orders-store”,...);
ordersStore.get(orderId);

benstopford

//Inside the Kafka Streams thread (extending the example above) push the enriched orders into a topic of their own. 
enrichedOrders.through(“enriched-orders-topic”);

//Now build a table from that topic, which will be pushed into the “enriched-orders-store”
KTable enrichedOrdersTable = builder.table(..., “enriched-orders-topic”, “enriched-orders-store”);

benstopford

//Build a stream from the orders topic
KStream ordersStream = builder.stream(..., “orders-topic”);

//Build a table from the products topic, stored in a local state store called “product-store”
GlobalKTable productsTable = builder.globalTable(...,“product-topic”,“product-store”);

//Join the orders and products to do the enrichment
KStream enrichedOrders = ordersStream.leftJoin(productsTable, (id, order) -> order.productId,...);

benstopford

package com.confluent.benstopford;

import kafka.consumer.*;
import kafka.javaapi.consumer.ConsumerConnector;
import kafka.message.MessageAndMetadata;
import kafka.serializer.StringDecoder;
import kafka.server.KafkaConfig;
import kafka.server.KafkaServerStartable;
import org.apache.curator.test.TestingServer;
import org.apache.kafka.clients.producer.KafkaProducer;

benstopford

package kafka.tools;
/*
 * Copyright (c) 2004, Oracle and/or its affiliates. All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions
 * are met:
 *
 * -Redistribution of source code must retain the above copyright
 *  notice, this list of conditions and the following disclaimer.

benstopford

import java.util.*;

public class TextAdventure {

    public static void main(String[] args) {
        new TextAdventure().run();
    }

    class Question {
        String text;