【实战-12】flink版本表

笔生花2025-10-17 23:05

版本表的概念

只要你的表使用了像 upsert Kafka source ,debezium-json 或 canal-json 这种带操作类型（insert/update/delete）的数据格式，Flink 就会自动把这个表当成"可以查历史版本"的表，无需额外配置。

要求

设置主键
设置 event-time attribute

sql 复制代码

CREATE TABLE products (
	product_id    STRING,
	product_name  STRING,
	price         DECIMAL(32, 2),
	update_time   TIMESTAMP(3) METADATA FROM 'value.source.timestamp' VIRTUAL,
	PRIMARY KEY (product_id) NOT ENFORCED,
	WATERMARK FOR update_time AS update_time
) WITH (...);

如何将append stream转成changelog 流呢

首先要满足：主键和event-time attrbute设置

sql 复制代码

CREATE TABLE currency_rates (
	currency      STRING,
	rate          DECIMAL(32, 10),
	update_time   TIMESTAMP(3),
	WATERMARK FOR update_time AS update_time //时间属性
) WITH (
	'connector' = 'kafka',
	'topic'	    = 'rates',
	'properties.bootstrap.servers' = 'localhost:9092',
	'format'    = 'json'
);
上述表对应的数据为：
(changelog kind) update_time   currency   rate
================ ============= =========  ====
+(INSERT)        09:00:00      Yen        102
+(INSERT)        09:00:00      Euro       114
+(INSERT)        09:00:00      USD        1
+(INSERT)        11:15:00      Euro       119
+(INSERT)        11:45:00      Pounds     107
+(INSERT)        11:49:00      Pounds     108

将apend stream 转成changelog stream

sql 复制代码

-- Define a versioned view
CREATE VIEW versioned_rates AS              
SELECT currency, rate, update_time              -- (1) `update_time` keeps the event time
  FROM (
      SELECT *,
      ROW_NUMBER() OVER (PARTITION BY currency  -- (2) the inferred unique key `currency` can be a primary key
         ORDER BY update_time DESC) AS rownum 
      FROM currency_rates)
WHERE rownum = 1; 

-- the view `versioned_rates` will produce a changelog as the following.
(changelog kind) update_time currency   rate
================ ============= =========  ====
+(INSERT)        09:00:00      Yen        102
+(INSERT)        09:00:00      Euro       114
+(INSERT)        09:00:00      USD        1
+(UPDATE_AFTER)  11:15:00      Euro       119
+(INSERT)        11:45:00      Pounds     107
+(UPDATE_AFTER)  11:49:00      Pounds     108