[docs][oceanbase] Add quickstart tutorials for OceanBase CDC connector

pull/959/head
He Wang 3 years ago committed by Leonard Xu
parent b7534ee48d
commit efa3f8cd0a

@ -5,6 +5,7 @@
mysql-postgres-tutorial
mongodb-tutorial
oceanbase-tutorial
oracle-tutorial
build-real-time-data-lake-tutorial
sqlserver-tutorial

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# Demo: Streaming ETL on Flink reading from OceanBase CE to ElasticSearch
### Preparation
#### Configure and start the components
Create `docker-compose.yml`.
```yaml
version: '2.1'
services:
observer:
image: whhe/obce-mini:3.1.2_CE
container_name: observer
environment:
- 'OB_ROOT_PASSWORD=pswd'
network_mode: "host"
oblogproxy:
image: whhe/oblogproxy:1.0.0
container_name: oblogproxy
environment:
- 'OB_SYS_USERNAME=root'
- 'OB_SYS_PASSWORD=pswd'
network_mode: "host"
elasticsearch:
image: 'elastic/elasticsearch:7.6.0'
container_name: elasticsearch
environment:
- cluster.name=docker-cluster
- bootstrap.memory_lock=true
- ES_JAVA_OPTS=-Xms512m -Xmx512m
- discovery.type=single-node
ports:
- '9200:9200'
- '9300:9300'
ulimits:
memlock:
soft: -1
hard: -1
nofile:
soft: 65536
hard: 65536
kibana:
image: 'elastic/kibana:7.6.0'
container_name: kibana
ports:
- '5601:5601'
volumes:
- '/var/run/docker.sock:/var/run/docker.sock'
```
Execute the following command in the directory where `docker-compose.yml` is located.
```shell
docker-compose up -d
```
### Create data for reading snapshot
Open the CLI:
```shell
docker-compose exec observer obclient -h127.0.0.1 -P2881 -uroot -ppswd
```
Insert data:
```sql
CREATE DATABASE ob;
USE ob;
CREATE TABLE products (
id INTEGER NOT NULL AUTO_INCREMENT PRIMARY KEY,
name VARCHAR(255) NOT NULL,
description VARCHAR(512)
);
ALTER TABLE products AUTO_INCREMENT = 101;
INSERT INTO products
VALUES (default,"scooter","Small 2-wheel scooter"),
(default,"car battery","12V car battery"),
(default,"12-pack drill bits","12-pack of drill bits with sizes ranging from #40 to #3"),
(default,"hammer","12oz carpenter's hammer"),
(default,"hammer","14oz carpenter's hammer"),
(default,"hammer","16oz carpenter's hammer"),
(default,"rocks","box of assorted rocks"),
(default,"jacket","water resistent black wind breaker"),
(default,"spare tire","24 inch spare tire");
CREATE TABLE orders (
order_id INTEGER NOT NULL AUTO_INCREMENT PRIMARY KEY,
order_date DATETIME NOT NULL,
customer_name VARCHAR(255) NOT NULL,
price DECIMAL(10, 5) NOT NULL,
product_id INTEGER NOT NULL,
order_status BOOLEAN NOT NULL -- Whether order has been placed
) AUTO_INCREMENT = 10001;
INSERT INTO orders
VALUES (default, '2020-07-30 10:08:22', 'Jark', 50.50, 102, false),
(default, '2020-07-30 10:11:09', 'Sally', 15.00, 105, false),
(default, '2020-07-30 12:00:30', 'Edward', 25.25, 106, false);
```
### Download the libraries required
```Download links are only available for stable releases.```
- [flink-sql-connector-elasticsearch7_2.11-1.13.2.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7_2.11/1.13.2/flink-sql-connector-elasticsearch7_2.11-1.13.2.jar)
- [flink-sql-connector-oceanbase-cdc-2.2-SNAPSHOT.jar](https://repo1.maven.org/maven2/com/ververica/flink-sql-connector-oceanbase-cdc/2.2-SNAPSHOT/flink-sql-connector-oceanbase-cdc-2.2-SNAPSHOT.jar)
### Use Flink DDL to create dynamic table in Flink SQL CLI
```sql
-- checkpoint every 3000 milliseconds
Flink SQL> SET execution.checkpointing.interval = 3s;
-- set local time zone as Asia/Shanghai
Flink SQL> SET table.local-time-zone = Asia/Shanghai;
-- create orders table
Flink SQL> CREATE TABLE orders (
order_id INT,
order_date TIMESTAMP(0),
customer_name STRING,
price DECIMAL(10, 5),
product_id INT,
order_status TINYINT,
PRIMARY KEY (order_id) NOT ENFORCED
) WITH (
'connector' = 'oceanbase-cdc',
'scan.startup.mode' = 'initial',
'username' = 'root',
'password' = 'pswd',
'tenant-name' = 'sys',
'database-name' = 'ob',
'table-name' = 'orders',
'hostname' = 'localhost',
'port' = '2881',
'rootserver-list' = '127.0.0.1:2882:2881',
'logproxy.host' = 'localhost',
'logproxy.port' = '2983');
-- create products table
Flink SQL> CREATE TABLE products (
id INT,
name STRING,
description STRING,
PRIMARY KEY (id) NOT ENFORCED
) WITH (
'connector' = 'oceanbase-cdc',
'scan.startup.mode' = 'initial',
'username' = 'root',
'password' = 'pswd',
'tenant-name' = 'sys',
'database-name' = 'ob',
'table-name' = 'products',
'hostname' = 'localhost',
'port' = '2881',
'rootserver-list' = '127.0.0.1:2882:2881',
'logproxy.host' = 'localhost',
'logproxy.port' = '2983');
-- create flat table enriched_orders
Flink SQL> CREATE TABLE enriched_orders (
order_id INT,
order_date TIMESTAMP(0),
customer_name STRING,
price DECIMAL(10, 5),
product_id INT,
order_status TINYINT,
product_name STRING,
product_description STRING,
PRIMARY KEY (order_id) NOT ENFORCED
) WITH (
'connector' = 'elasticsearch-7',
'hosts' = 'http://localhost:9200',
'index' = 'enriched_orders');
-- Start the reading and writing job
Flink SQL> INSERT INTO enriched_orders
SELECT o.order_id,
o.order_date,
o.customer_name,
o.price,
o.product_id,
o.order_status,
p.name,
p.description
FROM orders AS o
LEFT JOIN products AS p ON o.product_id = p.id;
```
### Check data on Kibana
Open [http://localhost:5601/app/kibana#/management/kibana/index_pattern](http://localhost:5601/app/kibana#/management/kibana/index_pattern) and create index pattern `enriched_orders`, then go to [http://localhost:5601/app/kibana#/discover](http://localhost:5601/app/kibana#/discover), and you will see the data of `enriched_orders`.
### Check data changes
Execute the following sql in OceanBase under `ob` database, you will find records in Kibana be updated after each step in real time.
```sql
INSERT INTO orders VALUES (default, '2020-07-30 15:22:00', 'Jark', 29.71, 104, false);
UPDATE orders SET order_status = true WHERE order_id = 10004;
DELETE FROM orders WHERE order_id = 10004;
```
### Clean up
Execute the following command to stop all containers in the directory where `docker-compose.yml` is located.
```shell
docker-compose down
```
Stop the flink cluster by following command.
```shell
./bin/stop-cluster.sh
```

@ -5,6 +5,7 @@
mysql-postgres-tutorial-zh
mongodb-tutorial-zh
oceanbase-tutorial-zh
oracle-tutorial-zh
build-real-time-data-lake-tutorial-zh
sqlserver-tutorial-zh

@ -0,0 +1,218 @@
# 演示: OceanBase CDC 导入 Elasticsearch
### 准备教程所需要的组件
#### 配置并启动容器
配置 `docker-compose.yml`
```yaml
version: '2.1'
services:
observer:
image: whhe/obce-mini:3.1.2_CE
container_name: observer
environment:
- 'OB_ROOT_PASSWORD=pswd'
network_mode: "host"
oblogproxy:
image: whhe/oblogproxy:1.0.0
container_name: oblogproxy
environment:
- 'OB_SYS_USERNAME=root'
- 'OB_SYS_PASSWORD=pswd'
network_mode: "host"
elasticsearch:
image: 'elastic/elasticsearch:7.6.0'
container_name: elasticsearch
environment:
- cluster.name=docker-cluster
- bootstrap.memory_lock=true
- ES_JAVA_OPTS=-Xms512m -Xmx512m
- discovery.type=single-node
ports:
- '9200:9200'
- '9300:9300'
ulimits:
memlock:
soft: -1
hard: -1
nofile:
soft: 65536
hard: 65536
kibana:
image: 'elastic/kibana:7.6.0'
container_name: kibana
ports:
- '5601:5601'
volumes:
- '/var/run/docker.sock:/var/run/docker.sock'
```
`docker-compose.yml` 所在目录下执行下面的命令来启动本教程需要的组件:
```shell
docker-compose up -d
```
### 准备数据:
使用新创建的用户名和密码进行登陆。
```shell
docker-compose exec observer obclient -h127.0.0.1 -P2881 -uroot -ppswd
```
```sql
CREATE DATABASE ob;
USE ob;
CREATE TABLE products (
id INTEGER NOT NULL AUTO_INCREMENT PRIMARY KEY,
name VARCHAR(255) NOT NULL,
description VARCHAR(512)
);
ALTER TABLE products AUTO_INCREMENT = 101;
INSERT INTO products
VALUES (default,"scooter","Small 2-wheel scooter"),
(default,"car battery","12V car battery"),
(default,"12-pack drill bits","12-pack of drill bits with sizes ranging from #40 to #3"),
(default,"hammer","12oz carpenter's hammer"),
(default,"hammer","14oz carpenter's hammer"),
(default,"hammer","16oz carpenter's hammer"),
(default,"rocks","box of assorted rocks"),
(default,"jacket","water resistent black wind breaker"),
(default,"spare tire","24 inch spare tire");
CREATE TABLE orders (
order_id INTEGER NOT NULL AUTO_INCREMENT PRIMARY KEY,
order_date DATETIME NOT NULL,
customer_name VARCHAR(255) NOT NULL,
price DECIMAL(10, 5) NOT NULL,
product_id INTEGER NOT NULL,
order_status BOOLEAN NOT NULL -- Whether order has been placed
) AUTO_INCREMENT = 10001;
INSERT INTO orders
VALUES (default, '2020-07-30 10:08:22', 'Jark', 50.50, 102, false),
(default, '2020-07-30 10:11:09', 'Sally', 15.00, 105, false),
(default, '2020-07-30 12:00:30', 'Edward', 25.25, 106, false);
```
### 下载所需要的依赖包
```下载链接只在已发布的版本上可用```
- [flink-sql-connector-elasticsearch7_2.11-1.13.2.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7_2.11/1.13.2/flink-sql-connector-elasticsearch7_2.11-1.13.2.jar)
- [flink-sql-connector-oceanbase-cdc-2.2-SNAPSHOT.jar](https://repo1.maven.org/maven2/com/ververica/flink-sql-connector-oceanbase-cdc/2.2-SNAPSHOT/flink-sql-connector-oceanbase-cdc-2.2-SNAPSHOT.jar)
### 在 Flink SQL CLI 中使用 Flink DDL 创建表
```sql
-- 设置间隔时间为3秒
Flink SQL> SET execution.checkpointing.interval = 3s;
-- 设置本地时区为 Asia/Shanghai
Flink SQL> SET table.local-time-zone = Asia/Shanghai;
-- 创建订单表
Flink SQL> CREATE TABLE orders (
order_id INT,
order_date TIMESTAMP(0),
customer_name STRING,
price DECIMAL(10, 5),
product_id INT,
order_status TINYINT,
PRIMARY KEY (order_id) NOT ENFORCED
) WITH (
'connector' = 'oceanbase-cdc',
'scan.startup.mode' = 'initial',
'username' = 'root',
'password' = 'pswd',
'tenant-name' = 'sys',
'database-name' = 'ob',
'table-name' = 'orders',
'hostname' = 'localhost',
'port' = '2881',
'rootserver-list' = '127.0.0.1:2882:2881',
'logproxy.host' = 'localhost',
'logproxy.port' = '2983');
-- 创建商品表
Flink SQL> CREATE TABLE products (
id INT,
name STRING,
description STRING,
PRIMARY KEY (id) NOT ENFORCED
) WITH (
'connector' = 'oceanbase-cdc',
'scan.startup.mode' = 'initial',
'username' = 'root',
'password' = 'pswd',
'tenant-name' = 'sys',
'database-name' = 'ob',
'table-name' = 'products',
'hostname' = 'localhost',
'port' = '2881',
'rootserver-list' = '127.0.0.1:2882:2881',
'logproxy.host' = 'localhost',
'logproxy.port' = '2983');
-- 创建关联后的订单数据表
Flink SQL> CREATE TABLE enriched_orders (
order_id INT,
order_date TIMESTAMP(0),
customer_name STRING,
price DECIMAL(10, 5),
product_id INT,
order_status TINYINT,
product_name STRING,
product_description STRING,
PRIMARY KEY (order_id) NOT ENFORCED
) WITH (
'connector' = 'elasticsearch-7',
'hosts' = 'http://localhost:9200',
'index' = 'enriched_orders');
-- 执行读取和写入
Flink SQL> INSERT INTO enriched_orders
SELECT o.order_id,
o.order_date,
o.customer_name,
o.price,
o.product_id,
o.order_status,
p.name,
p.description
FROM orders AS o
LEFT JOIN products AS p ON o.product_id = p.id;
```
### 在 Kibana 中查看数据
访问 [http://localhost:5601/app/kibana#/management/kibana/index_pattern](http://localhost:5601/app/kibana#/management/kibana/index_pattern) 创建 index pattern `enriched_orders`,之后可以在 [http://localhost:5601/app/kibana#/discover](http://localhost:5601/app/kibana#/discover) 看到写入的数据了。
### 修改监听表数据,查看增量数据变动
在OceanBase中依次执行如下修改操作每执行一步就刷新一次 Kibana可以看到 Kibana 中显示的订单数据将实时更新。
```sql
INSERT INTO orders VALUES (default, '2020-07-30 15:22:00', 'Jark', 29.71, 104, false);
UPDATE orders SET order_status = true WHERE order_id = 10004;
DELETE FROM orders WHERE order_id = 10004;
```
### 环境清理
`docker-compose.yml` 文件所在的目录下执行如下命令停止所有容器:
```shell
docker-compose down
```
进入Flink的部署目录停止 Flink 集群:
```shell
./bin/stop-cluster.sh
```
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