TUTORIAL KAFKA DEBEZIUM MYSQL (INDONESIAN)

Tutorial ini akan melakukan hands on bagaiman perubahan data di database dapat di streaming dengan mudah ke Apache Kafka dengan munggunakan konektor dari Debezium. Contoh use casenya adalah pembayaran via virtual account, dimana data akan berubah ketika ada perubahan saldo. perubahan row data ini kemudian distream ke kafka untuk diproses notifikasinya.

0. Instal Mysql di docker pakai sample yang sudah ada datanya & konfigurasi binlog CDC

> docker run -it --name mysqldbz -p 3306:3306 -e MYSQL_ROOT_PASSWORD=debezium -e MYSQL_USER=mysqluser -e MYSQL_PASSWORD=mysqlpw debezium/example-mysql:0.5

> docker exec -it mysqldbz /bin/bash

> more /etc/mysql/conf.d/mysql.cnf

log_bin           = mysql-bin
expire_logs_days  = 1
binlog_format     = row

Note: bin log digunakan untuk mengambil change data capture (CDC) dari mysql. Defaultnya di disable untuk log_bin

1. Download kafka & extract

> wget https://www.apache.org/dyn/closer.cgi?path=/kafka/2.4.1/kafka_2.12-2.4.1.tgz
> tar -xzf kafka_2.12-2.4.1.tgz

2. Masuk ke folder kafka & create directory konektor

> cd kafka_2.12-2.4.1
> mkdir connect
> cd connect

3. Download debezium connector untuk mysql to kafka

> wget https://repo1.maven.org/maven2/io/debezium/debezium-connector-mysql/0.8.3.Final/debezium-connector-mysql-0.8.3.Final-plugin.tar.gz

4. Extract debezium connector

> tar -xzf debezium-connector-mysql-0.8.3.Final-plugin.tar.gz

5. Copy file distributed.properties jadi debezium.properties di folder config

> cd ../config
> cp connect-distributed.properties debezium.properties

6. Edit file debezium.properties masukkan, tambahkan plugin.path untuk Debezium connector

> vim debezium.properties
        plugin.path=$KAFKA_HOME/connect

7. Start Zookeeper, Kafka, Connector REST API server

>cd $KAFKA_HOME
>bin/zookeeper-server-start.sh config/zookeeper.properties
>bin/kafka-server-start.sh config/server.properties
>bin/connect-distributed.sh config/debezium.properties

Note: connect distributed akan membuka port 8083 untuk REST API registrasi konektor

8. Mendaftarkan konfigurasi debezium konektor via Rest API

POST localhost:8083/connectors body=

{
  "name": "inventory-connector",
  "config": {
    "connector.class": "io.debezium.connector.mysql.MySqlConnector",
    "tasks.max": "1",
    "database.hostname": "localhost",
    "database.port": "3306",
    "database.user": "debezium",
    "database.password": "dbz",
    "database.server.id": "184054",
    "database.server.name": "dbserver1",
    "database.whitelist": "inventory",
    "database.history.kafka.bootstrap.servers": "localhost:9092",
    "database.history.kafka.topic": "schema-changes.inventory"
  }
}

atau:

> curl -i -X POST -H "Accept:application/json" -H "Content-Type:application/json" localhost:8083/connectors/ -d '{ "name": "inventory-connector", "config": { "connector.class": "io.debezium.connector.mysql.MySqlConnector", "tasks.max": "1", "database.hostname": "mysql", "database.port": "3306", "database.user": "debezium", "database.password": "dbz", "database.server.id": "184054", "database.server.name": "dbserver1", "database.whitelist": "inventory", "database.history.kafka.bootstrap.servers": "kafka:9092", "database.history.kafka.topic": "dbhistory.inventory" } }'

Cek Topik yang terbuat

> bin/kafka-topics.sh --list --bootstrap-server localhost:9092

Result:

dbserver1
dbserver1.inventory.customers
dbserver1.inventory.orders
dbserver1.inventory.products
dbserver1.inventory.products_on_hand
mytopic
schema-changes.inventory

9. coba! ubah data di table inventory.customers

UPDATE `inventory`.`customers`
SET
    `last_name` = 'Paijon'
WHERE
    `id` = 1003

result:

cek di topik = dbserver1.inventory.customers

....
"payload": {
		"before": {
			"id": 1003,
			"first_name": "Edward",
			"last_name": "Walker",
			"email": "ed@walker.com"
		},
		"after": {
			"id": 1003,
			"first_name": "Edward",
			"last_name": "Paijon",
			"email": "ed@walker.com"
		},
....

streaming dari program simple spring boot: GitHub Saya

> git clone https://github.com/erfinfeluzy/training-kafka-debezium.git

> mvn spring-boot:run

Pranala Luar

• https://kafka.apache.org/quickstart
• https://debezium.io/documentation/reference/0.9/connectors/mysql.html
• https://medium.com/easyread/ingest-data-dari-mysql-database-ke-bigquery-dengan-apache-kafka-dan-debezium-f519e197f39c
• https://vladmihalcea.com/how-to-extract-change-data-events-from-mysql-to-kafka-using-debezium/
• https://www.baeldung.com/spring-kafka