Skip to content

Commit

Permalink
Project concept (#1)
Browse files Browse the repository at this point in the history
Working demo of Kafka & FIssion as part of IOT demo.
  • Loading branch information
vishal-biyani authored Aug 9, 2018
1 parent fdbab7b commit 9d6cddf
Show file tree
Hide file tree
Showing 39 changed files with 1,703 additions and 1 deletion.
4 changes: 4 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
.project
.settings
.classpath
target/
25 changes: 25 additions & 0 deletions 00_setup/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
# Fission Kafka - IOT Demo

## Setup Kafka
For setting up Kafka on Kubernetes, we will use [kubernetes-kafka repo here](https://github.com/Yolean/kubernetes-kafka).

Follow the instructions in [Getting started section](https://github.com/Yolean/kubernetes-kafka#getting-started) and install Kafka & Zookeeper after appropriate storage class is configured.

**OPTIONAL**

In addition you can install components below:
- yahoo-kafka-manager : Provides a nice UI to look at replication & rebalance stats across topics

- pixy: Provides a REST/GRPC API wrapper to Kafka. You can list, publish & consume messages using REST or GRPC.

## Setup Redis

We will setup redis without persistence and as a single instance (i.e. no master & slave). You can customize the command as per your needs based on [instrcutions from here](https://github.com/helm/charts/tree/master/stable/redis#configuration). Also note that for simplicity - Redis has been setup without a password.

```
helm install --name redis-single --namespace redis \
--set usePassword=false \
--set cluster.enabled=false \
--set master.persistence.enabled=false \
stable/redis
```
Empty file added 01_iot_data_producer/README.md
Empty file.
88 changes: 88 additions & 0 deletions 01_iot_data_producer/pom.xml
Original file line number Diff line number Diff line change
@@ -0,0 +1,88 @@
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">

<modelVersion>4.0.0</modelVersion>
<groupId>io.fission.kafka</groupId>
<artifactId>iot-kafka-producer</artifactId>
<version>1.0.0</version>
<name>IoT Kafka Producer</name>

<dependencies>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
<version>2.0.1.RELEASE</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>io.fission</groupId>
<artifactId>fission-java-core</artifactId>
<version>0.0.2-SNAPSHOT</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.apache.kafka</groupId>
<artifactId>kafka-clients</artifactId>
<version>2.0.0</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-core</artifactId>
<version>2.6.6</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
<version>2.6.6</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-annotations</artifactId>
<version>2.6.6</version>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.12</version>
</dependency>
<!-- https://mvnrepository.com/artifact/org.osgi/org.osgi.core -->
<dependency>
<groupId>org.osgi</groupId>
<artifactId>org.osgi.core</artifactId>
<version>4.3.0</version>
</dependency>
</dependencies>

<build>
<plugins>
<plugin>
<artifactId>maven-assembly-plugin</artifactId>
<configuration>
<descriptorRefs>
<descriptorRef>jar-with-dependencies</descriptorRef>
</descriptorRefs>
</configuration>
<executions>
<execution>
<id>make-assembly</id> <!-- this is used for inheritance merges -->
<phase>package</phase> <!-- bind to the packaging phase -->
<goals>
<goal>single</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>

<!-- Adding Sonatype repository to pull snapshots -->
<repositories>
<repository>
<id>fission-java-core</id>
<name>fission-java-core-snapshot</name>
<url>https://oss.sonatype.org/content/repositories/snapshots/</url>
</repository>
</repositories>

</project>
75 changes: 75 additions & 0 deletions 01_iot_data_producer/src/main/java/io/fission/kafka/IoTData.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,75 @@
package io.fission.kafka;

import java.io.Serializable;
import java.util.Date;

import com.fasterxml.jackson.annotation.JsonFormat;

/**
* Class to represent the IoT vehicle data.
*
* @author abaghel
*
*/
public class IoTData implements Serializable{

private String vehicleId;
private String vehicleType;
private String routeId;
private String longitude;
private String latitude;
@JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd HH:mm:ss", timezone="MST")
private Date timestamp;
private double speed;
private double fuelLevel;

public IoTData(){

}

public IoTData(String vehicleId, String vehicleType, String routeId, String latitude, String longitude,
Date timestamp, double speed, double fuelLevel) {
super();
this.vehicleId = vehicleId;
this.vehicleType = vehicleType;
this.routeId = routeId;
this.longitude = longitude;
this.latitude = latitude;
this.timestamp = timestamp;
this.speed = speed;
this.fuelLevel = fuelLevel;
}

public String getVehicleId() {
return vehicleId;
}

public String getVehicleType() {
return vehicleType;
}

public String getRouteId() {
return routeId;
}

public String getLongitude() {
return longitude;
}

public String getLatitude() {
return latitude;
}

public Date getTimestamp() {
return timestamp;
}

public double getSpeed() {
return speed;
}

public double getFuelLevel() {
return fuelLevel;
}

}
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
package io.fission.kafka;


import java.util.Map;
import java.util.logging.Logger;

import org.apache.kafka.common.serialization.Serializer;

import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;

import io.fission.kafka.IoTData;


/**
* Class to convert IoTData java object to JSON String
*
* @author abaghel
*
*/
public class IoTDataEncoder implements Serializer<IoTData> {

private static Logger logger = Logger.getGlobal();

private static ObjectMapper objectMapper = new ObjectMapper();

public IoTDataEncoder() {

}

public void configure(Map<String, ?> configs, boolean isKey) {
}

public byte[] serialize(String topic, IoTData data) {
try {
String msg = objectMapper.writeValueAsString(data);
logger.info(msg);
return msg.getBytes();
} catch (JsonProcessingException e) {
logger.severe("Error in Serialization" + e);
}
return null;
}

public void close() {
}
}
138 changes: 138 additions & 0 deletions 01_iot_data_producer/src/main/java/io/fission/kafka/IotProducer.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,138 @@
package io.fission.kafka;

import io.fission.Function;

import org.apache.kafka.clients.producer.KafkaProducer;
import org.apache.kafka.clients.producer.Producer;
import org.apache.kafka.clients.producer.ProducerRecord;

import java.text.DateFormat;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Calendar;
import java.util.Collections;
import java.util.Date;
import java.util.List;
import java.util.Properties;
import java.util.Random;
import java.util.UUID;
import java.util.concurrent.ThreadLocalRandom;
import java.util.logging.Logger;

import org.springframework.http.HttpHeaders;
import org.springframework.http.HttpStatus;
import org.springframework.http.RequestEntity;
import org.springframework.http.ResponseEntity;

import io.fission.kafka.IoTData;

import io.fission.Context;

public class IotProducer implements Function {

private static Logger logger = Logger.getGlobal();
static final long FIVE_MINUTE_IN_MILLIS=300000;//millisecs


public ResponseEntity call(RequestEntity req, Context context) {

String brokerList = System.getenv("KAFKA_ADDR");
String topic = System.getenv("TOPIC_NAME");
if (brokerList == null || topic == null) {
return ResponseEntity.badRequest().build();
}

// Related issue: https://stackoverflow.com/questions/37363119/kafka-producer-org-apache-kafka-common-serialization-stringserializer-could-no
Thread.currentThread().setContextClassLoader(null);

Properties properties = new Properties();
properties.put("bootstrap.servers", brokerList);
properties.put("acks", "all");
properties.put("value.serializer", "io.fission.kafka.IoTDataEncoder");
properties.put("key.serializer", "org.apache.kafka.common.serialization.StringSerializer");
Producer<String, IoTData> producer = new KafkaProducer<String, IoTData>(properties);
IotProducer iotProducer = new IotProducer();
try {
iotProducer.generateIoTEvent(producer,topic);
} catch (InterruptedException e) {
e.printStackTrace();
logger.severe("Failed to send events to Kafka"+ e);
}
producer.close();
HttpHeaders headers = new HttpHeaders();
headers.add("Access-Control-Allow-Origin", "*");
headers.add("Access-Control-Allow-Headers", "*");
headers.add("Access-Control-Allow-Credentials", "true");
headers.add("Access-Control-Allow-Methods", "*");
headers.add("Access-Control-Expose-Headers", "*");
return ResponseEntity.status(HttpStatus.OK).headers(headers).build();
}

/**
* Method runs 100s of times and generates random IoT data in JSON with below
* format.
*
* {"vehicleId":"52f08f03-cd14-411a-8aef-ba87c9a99997","vehicleType":"Public
* Transport","routeId":"route-43","latitude":",-85.583435","longitude":"38.892395","timestamp":1465471124373,"speed":80.0,"fuelLevel":28.0}
*
* @throws InterruptedException
*
*/
private void generateIoTEvent(Producer<String, IoTData> producer, String topic) throws InterruptedException {
List<String> routeList = Arrays.asList(new String[] { "Route-37", "Route-43", "Route-82" });
List<String> vehicleTypeList = Arrays
.asList(new String[] { "Large Truck", "Small Truck", "Van", "18 Wheeler", "Car" });
Random rand = new Random();
logger.info("Sending events");
// generate event in loop
List<IoTData> eventList = new ArrayList<IoTData>();
for (int i = 0; i < 10; i++) {// create 1000 vehicles and push to Kafka on every function invocation
String vehicleId = UUID.randomUUID().toString();
String vehicleType = vehicleTypeList.get(rand.nextInt(5));
String routeId = routeList.get(rand.nextInt(3));


Calendar d1 = Calendar.getInstance();
long t = d1.getTimeInMillis();
Date d2 = new Date(t + (FIVE_MINUTE_IN_MILLIS));
Date timestamp = new Date(ThreadLocalRandom.current().nextLong(t, d2.getTime()));

double speed = rand.nextInt(100 - 20) + 20;// random speed between 20 to 100
double fuelLevel = rand.nextInt(40 - 10) + 10;
for (int j = 0; j < 5; j++) {// Add 5 events for each vehicle
String coords = getCoordinates(routeId);
String latitude = coords.substring(0, coords.indexOf(","));
String longitude = coords.substring(coords.indexOf(",") + 1, coords.length());
IoTData event = new IoTData(vehicleId, vehicleType, routeId, latitude, longitude, timestamp, speed,
fuelLevel);
eventList.add(event);
}
}
Collections.shuffle(eventList);// shuffle for random events
for (IoTData event : eventList) {
producer.send(new ProducerRecord<String, IoTData>(topic, event));
}

}

// Method to generate random latitude and longitude for routes
private String getCoordinates(String routeId) {
Random rand = new Random();
int latPrefix = 0;
int longPrefix = -0;
if (routeId.equals("Route-37")) {
latPrefix = 33;
longPrefix = -96;
} else if (routeId.equals("Route-82")) {
latPrefix = 34;
longPrefix = -97;
} else if (routeId.equals("Route-43")) {
latPrefix = 35;
longPrefix = -98;
}
Float lati = latPrefix + rand.nextFloat();
Float longi = longPrefix + rand.nextFloat();
return lati + "," + longi;
}

}
Empty file added 02_iot_data_consumer/README.md
Empty file.
Loading

0 comments on commit 9d6cddf

Please sign in to comment.