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Data+AI 工具实战•第9篇实时流处理

当前时间： 2026-06-01 08:48:47 分类：办公文件 评论(0)
Data+AI 工具实战•第9篇实时流处理

Data+AI 工具实战•第9篇实时流处理

Structured Streaming =
像写批处理一样，跑流处理！
本篇你将学会
用 readStream 接入Kafka /文件流
写 SQL 般简单的流式聚合
AUE Trigger 5 Watermark
流批一体写入 Delta 表
#Streaming #实时计算 #Kafka

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      广东,22分钟前,
      基本 文件 流程 错误 SQL 调试
      1. 请求信息 : 2026-06-01 10:12:48 HTTP/1.1 GET : https://www.yeyulingfeng.com/a/692445.html
      2. 运行时间 : 0.197203s [ 吞吐率：5.07req/s ] 内存消耗：4,748.71kb 文件加载：145
      3. 缓存信息 : 0 reads,0 writes
      4. 会话信息 : SESSION_ID=d30f0ae572546ace0d3718be6f1b5eb8
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      144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.50 KB )
      145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
      1. CONNECT:[ UseTime:0.000931s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
      2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000962s ]
      3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000362s ]
      4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.001137s ]
      5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000504s ]
      6. SELECT * FROM `set` [ RunTime:0.002200s ]
      7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000615s ]
      8. SELECT * FROM `article` WHERE `id` = 692445 LIMIT 1 [ RunTime:0.000639s ]
      9. UPDATE `article` SET `lasttime` = 1780279968 WHERE `id` = 692445 [ RunTime:0.001689s ]
      10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000795s ]
      11. SELECT * FROM `article` WHERE `id` < 692445 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001247s ]
      12. SELECT * FROM `article` WHERE `id` > 692445 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001069s ]
      13. SELECT * FROM `article` WHERE `id` < 692445 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.005206s ]
      14. SELECT * FROM `article` WHERE `id` < 692445 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.005078s ]
      15. SELECT * FROM `article` WHERE `id` < 692445 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.003702s ]
      0.199016s