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garyelephant avatar garyelephant commented on May 17, 2024 2

文档:

  1. 插件开发介绍的不够详细,没有区分input,filter,output;example code也没有区分input,filter,output。

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garyelephant avatar garyelephant commented on May 17, 2024 1

详细详尽的自动化功能、性能测试。

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garyelephant avatar garyelephant commented on May 17, 2024 1

Livy:
https://github.com/cloudera/livy

Dynamic DSL:

支持在配置文件中增加if...else, 还有数据动态处理逻辑的技术方案:
QLExpress: https://github.com/alibaba/QLExpress
groovy: http://groovy-lang.org/
scala: scala 也可不编译执行

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garyelephant avatar garyelephant commented on May 17, 2024
  1. 生命周期注入业务逻辑:
    (1)如submit成功后,调用开发者自己开发的监控注册hook,向监控中心注册app。
    (2)每个batch完成后,调用batch listener,执行用户的业务逻辑,如发邮件。

  2. ipip.net数据库插件。

  3. 交互式验证程序配置,执行sql。

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garyelephant avatar garyelephant commented on May 17, 2024

Spark UI监控页面,Waterdrop 性能和耗时占比统计。

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garyelephant avatar garyelephant commented on May 17, 2024

集成 zeppelin, hue

http://gethue.com/

https://zeppelin.apache.org/

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garyelephant avatar garyelephant commented on May 17, 2024

plugins:

  1. Filter: ipip.net ip库解析插件; explode
  2. Output: HBase, MongoDB插件。
  3. Input:

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garyelephant avatar garyelephant commented on May 17, 2024

流式机器学习。

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garyelephant avatar garyelephant commented on May 17, 2024

自动监控和报警。

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garyelephant avatar garyelephant commented on May 17, 2024

自动化脚本:waterdrop.sh start| status | stop,

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garyelephant avatar garyelephant commented on May 17, 2024

支持kerberos

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garyelephant avatar garyelephant commented on May 17, 2024

dataflow:

http://cloud.spring.io/spring-cloud-dataflow/

https://www.pipelinedb.com/

https://streamsets.com/tutorials/

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garyelephant avatar garyelephant commented on May 17, 2024

csv source:
https://github.com/databricks/spark-csv

Hbase source/sink:
https://github.com/hortonworks-spark/shc

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garyelephant avatar garyelephant commented on May 17, 2024

deploy fast data pipeline with dcos: https://dcos.io/

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