问题场景是:使用 Kafka Connect 的 Debezium MySQL Source Connector 将 MySQL 的 CDC 数据 (Avro 格式)接入到 Kafka 之后,通过 Flink 读取并解析这些 CDC 数据,然后以流式方式写入到 Hudi 表中,测试中发现,INSERT 和 UPDATE 消息都能很好的处理,但是,-D 类型的 Delete 消息被忽略了,即使已经开启了 ‘changelog.enabled’ = ‘true’ ,既然无效。测试版本:Flink 1.17.1, Hudi 0.14.0, 具体测试工作和脚本在 <> 中已经完整记录,以下是问题表现:
数据库使用的是 Debezium 官方提供的 Docker 镜像,测试表为内置的 inventory 数据库中的 orders 表。操作记录:初始 4 条记录 10001 - 10004 => 添加 10005 => 更新 10001 => 删除 10004,以下是推送至 Kafka 中的全部 CDC 数据:
Struct{order_number=10001} | {"before":null,"after":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10001,"order_date":16816,"purchaser":1001,"quantity":1,"product_id":102}},"source":{"version":"2.2.0.Final","connector":"mysql","name":"osci.mysql-server-3","ts_ms":1706686648000,"snapshot":{"string":"first_in_data_collection"},"db":"inventory","sequence":null,"table":{"string":"orders"},"server_id":0,"gtid":null,"file":"mysql-bin.000005","pos":154,"row":0,"thread":null,"query":null},"op":"r","ts_ms":{"long":1706686648863},"transaction":null} Struct{order_number=10002} | {"before":null,"after":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10002,"order_date":16817,"purchaser":1002,"quantity":2,"product_id":105}},"source":{"version":"2.2.0.Final","connector":"mysql","name":"osci.mysql-server-3","ts_ms":1706686648000,"snapshot":{"string":"true"},"db":"inventory","sequence":null,"table":{"string":"orders"},"server_id":0,"gtid":null,"file":"mysql-bin.000005","pos":154,"row":0,"thread":null,"query":null},"op":"r","ts_ms":{"long":1706686648864},"transaction":null} Struct{order_number=10003} | {"before":null,"after":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10003,"order_date":16850,"purchaser":1002,"quantity":2,"product_id":106}},"source":{"version":"2.2.0.Final","connector":"mysql","name":"osci.mysql-server-3","ts_ms":1706686648000,"snapshot":{"string":"true"},"db":"inventory","sequence":null,"table":{"string":"orders"},"server_id":0,"gtid":null,"file":"mysql-bin.000005","pos":154,"row":0,"thread":null,"query":null},"op":"r","ts_ms":{"long":1706686648897},"transaction":null} Struct{order_number=10004} | {"before":null,"after":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10004,"order_date":16852,"purchaser":1003,"quantity":1,"product_id":107}},"source":{"version":"2.2.0.Final","connector":"mysql","name":"osci.mysql-server-3","ts_ms":1706686648000,"snapshot":{"string":"last_in_data_collection"},"db":"inventory","sequence":null,"table":{"string":"orders"},"server_id":0,"gtid":null,"file":"mysql-bin.000005","pos":154,"row":0,"thread":null,"query":null},"op":"r","ts_ms":{"long":1706686648898},"transaction":null} Struct{order_number=10005} | {"before":null,"after":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10005,"order_date":19753,"purchaser":1003,"quantity":3,"product_id":105}},"source":{"version":"2.2.0.Final","connector":"mysql","name":"osci.mysql-server-3","ts_ms":1706687538000,"snapshot":{"string":"false"},"db":"inventory","sequence":null,"table":{"string":"orders"},"server_id":223344,"gtid":null,"file":"mysql-bin.000005","pos":354,"row":0,"thread":{"long":6},"query":null},"op":"c","ts_ms":{"long":1706687539115},"transaction":null} Struct{order_number=10001} | {"before":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10001,"order_date":16816,"purchaser":1001,"quantity":1,"product_id":102}},"after":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10001,"order_date":16816,"purchaser":1002,"quantity":5,"product_id":104}},"source":{"version":"2.2.0.Final","connector":"mysql","name":"osci.mysql-server-3","ts_ms":1706687601000,"snapshot":{"string":"false"},"db":"inventory","sequence":null,"table":{"string":"orders"},"server_id":223344,"gtid":null,"file":"mysql-bin.000005","pos":640,"row":0,"thread":{"long":6},"query":null},"op":"u","ts_ms":{"long":1706687601997},"transaction":null} Struct{order_number=10004} | {"before":{"osci.mysql-server-3.inventory.orders.Value":{"order_number":10004,"order_date":16852,"purchaser":1003,"quantity":1,"product_id":107}},"after":null,"source":{"version":"2.2.0.Final","connector":"mysql","name":"osci.mysql-server-3","ts_ms":1706687635000,"snapshot":{"string":"false"},"db":"inventory","sequence":null,"table":{"string":"orders"},"server_id":223344,"gtid":null,"file":"mysql-bin.000005","pos":947,"row":0,"thread":{"long":6},"query":null},"op":"d","ts_ms":{"long":1706687636121},"transaction":null} Struct{order_number=10004} | null
读取 Kafka Debezium 源表结果如下:
使用 Tableau / Changelog 模式读取 Hudi Sink 表,无 -D 数据
上述行为和 《Flink Hudi 构建流式数据湖》 这篇文章对应不起来,正常是应该有 -D 记录的! 目前尚未找到原因,欢迎了解情况的朋友留言。
猜你喜欢
- 1月前(兰州旅游文化产业发展有限公司)甘肃省兰州市2023年乡村旅游暨A级旅游景区管理工作培训班开班
- 1月前(四川率先建立“双定向”基层文化人才职称评审通道机制)四川率先建立“双定向”基层文化人才职称评审通道机制
- 1月前(郭富城热舞劲歌演唱会)郭富城年度压轴《新濠尊属系列郭富城梦幻舞林演唱会2023》
- 1月前(艾美酒店连锁)艾美酒店全球夏日计划回归,联手Wishbone主厨推出创新冰饮
- 1月前(屿见不一样是哪个酒店)屿见白纱,遇见自己 “佳能PhotoGirls屿见白纱”摄影派对玩转海岛
- 1月前(河南省文旅大会精神)2025河南省文化旅游发展大会新闻发布会在郑州召开
- 1月前(甘肃文旅项目)甘肃省文旅产业链招商引资推介会在天水成功举办
- 1月前(马尔代夫华尔道夫酒店多少钱)Chef Zhao就任马尔代夫伊挞富士岛华尔道夫酒店Li Long中餐厅新主厨
- 1月前(新西兰登陆《我的世界》!全球首个目的地游戏模组震撼上线)新西兰登陆《我的世界》!全球首个目的地游戏模组震撼上线
- 1月前(芜宣机场国际航班)新华丝路:芜宣机场开通至越南首都河内的国际货运航线
网友评论
- 搜索
- 最新文章
- (2020广州车展哈弗)你的猛龙 独一无二 哈弗猛龙广州车展闪耀登场
- (哈弗新能源suv2019款)智能科技颠覆出行体验 哈弗重塑新能源越野SUV价值认知
- (2021款全新哈弗h5自动四驱报价)新哈弗H5再赴保障之旅,无惧冰雪护航哈弗全民电四驱挑战赛
- (海南航空现况怎样)用一场直播找到市场扩张新渠道,海南航空做对了什么?
- (visa jcb 日本)优惠面面俱到 JCB信用卡邀您畅玩日本冰雪季
- (第三届“堡里有年味·回村过大年”民俗花灯会活动)第三届“堡里有年味·回村过大年”民俗花灯会活动
- (展示非遗魅力 长安启源助力铜梁龙舞出征)展示非遗魅力 长安启源助力铜梁龙舞出征
- (阿斯塔纳航空公司)阿斯塔纳航空机队飞机数量增至50架
- (北京香港航班动态查询)香港快运航空北京大兴新航线今日首航
- (我在港航“呵护”飞机 每一次安全着陆就是最好的荣誉)我在港航“呵护”飞机 每一次安全着陆就是最好的荣誉
- 热门文章