SPARK 源码分析技术分享(带bilibili视频)

SPARK 源码分析技术分享 (带bilibili视频)

【本站点正在持续更新中…2018-12-05…】

• SPARK 1.6.0-cdh5.15.0
• Hadoop 2.6.0-cdh5.15.0
• spark-scala-maven
• 微信(技术交流) : thinktothings
• SPARK 源码分析技术分享(视频汇总套装视频): https://www.bilibili.com/video/av37442139/
• SPARK 源码分析技术分享(视频汇总在线看):https://blog.csdn.net/thinktothings/article/details/84726769
• SPARK 源码分析技术分享 (github) : https://github.com/opensourceteams/spark-scala-maven

RDD依赖 Dependency

NarrowDependency

• OneToOneDependency

  • bilibili 视频: https://www.bilibili.com/video/av37442139/?p=1
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/OneToOneDenpendency.md
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• RangeDependency

  • bilibili 视频: https://www.bilibili.com/video/av37442139/?p=2
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/RangeDependency.md
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• PruneDependency filter

  • bilibili 视频: https://www.bilibili.com/video/av37442139/?p=3
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/PruneDependency.md
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• PruneDependency RangePartitioner

  • bilibili 视频: https://www.bilibili.com/video/av37442139/?p=4
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/PruneDependencyRangePartitioner.md
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ShuffleDependency

• bilibili 视频: https://www.bilibili.com/video/av37442139/?p=5
• 详细说明文档：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/ShuffleDependency.md

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SparkContext 分析

• SparkContext原理分析(Youtube视频): https://youtu.be/euIuutjAB4I
• SparkContext源码分析(Youtube视频): https://youtu.be/tUH7QnCcwgg
• SparkContext源码分析(文档详解）： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/SparkContext.md

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Spark 通信原理分析

• Spark通信原理分析(Youtube视频): https://youtu.be/3vUVwbEGf1E
• Spark通信原理分析（文档详解）： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/OutBoxAndInBox.md
• bilibili : https://www.bilibili.com/video/av37442199/

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Spark Master启动源码分析

• Spark Master启动源码分析(Youtube视频): https://youtu.be/74q1nddoaiY​
• Spark Master启动源码分析(Bilibili视频): https://www.bilibili.com/video/av37442271/
• Master启动源码分析详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/StartMaster.md

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• Spark Master资源调度–worker向master注册(Youtube视频): https://youtu.be/74q1nddoaiY​
• Spark Master资源调度–worker向master注册(Bilibili视频): https://www.bilibili.com/video/av37442280/
• Spark Master资源调试–worker向master注册(文档详解)： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/MasterScheduler_workerRegisterMaster.md

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• Spark Master资源调度–SparkContext向所有master注册(Youtube视频): https://youtu.be/AXxCnCc5Mh0​
• Spark Master资源调度–SparkContext向所有master注册(Bilibili视频): https://www.bilibili.com/video/av37442295/
• Spark Master资源调度–SparkContext向所有master注册(文档详解): https://github.com/opensourceteams/spark-scala-maven/blob/master/md/MasterScheduler_SparkContextRegisterMaster.md

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Spark Worker启动源码分析

• Spark Worker 启动源码分析(Youtube视频): https://youtu.be/ll_Ae6rP7II​​
• Spark Worker 启动源码分析(Bilibili视频): https://www.bilibili.com/video/av37442247/
• Spark Worker 启动源码分析(文档详解): https://github.com/opensourceteams/spark-scala-maven/blob/master/md/StartWorker.md

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Spark Executor启动源码分析

• Spark Executor启动源码分析(Youtube视频): https://youtu.be/1qg4UMPV3pQ
• Spark Executor启动源码分析(Bilibili视频): https://www.bilibili.com/video/av37442311/
• Spark Executor启动源码分析(文档详解)： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/CoarseGrainedExecutorBackend_start.md

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Spark 触发Job提交

• Spark 触发Job提交(youtube视频) : https://youtu.be/X49RIqz2AjM
• Spark 触发Job提交(bilibili视频) : https://www.bilibili.com/video/av37445008/
• Spark 触发Job提交(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/jobSubmitTrigger.md

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Spark DAG调度器事件循环处理器

• Spark DAG调度器事件循环处理器(Youtube视频) : https://youtu.be/fT-dpf0KFOA
• Spark DAG调度器事件循环处理器(Bilibili视频) : https://www.bilibili.com/video/av37445034/
• Spark DAG调度器事件循环处理器(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/DAGSchedulerEventProcessLoop.md

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Spark DAGScheduler FinalStage处理(Stage划分)

• Spark FinalStage处理(Stage划分)(Youtube视频) : https://youtu.be/yFJugOV0Fak
• Spark FinalStage处理(Stage划分)(Bilibili视频) : https://www.bilibili.com/video/av37445057/
• Spark FinalStage处理(Stage划分)(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/FinalStage.md

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Spark DAGScheduler Stage提交

• Spark Stage提交(Youtube视频) : https://youtu.be/NI8-_X6mbl4
• Spark Stage提交(Bilibili视频) : https://www.bilibili.com/video/av37445077/
• Spark Stage提交(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/SubmitStage.md

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Spark DAGScheduler把stage转换成TaskSet的过程

• Spark DAGScheduler把stage转换成TaskSet的过程(Bilibili视频) https://www.bilibili.com/video/av37442139/?p=18
• Spark DAGScheduler把stage转换成TaskSet的过程(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/DAGScheduler_stageToTaskSet.md

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Spark TaskSchedulerImpl 任务调度方式(FIFO)

• Spark TaskSchedulerImpl 任务调度方式(FIFO)(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/SchedulerFIFO.md
• Spark TaskSchedulerImpl 任务调度方式(FIFO)(bilibili视频) : https://www.bilibili.com/video/av37442139/?p=19

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Spark TaskSchedulerImpl TaskSet处理

• Spark TaskSchedulerImpl TaskSet处理(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/TaskSchedulerTaskSetDeal.md
• Spark TaskSchedulerImpl TaskSet原理分析(bilibili视频) : https://www.bilibili.com/video/av37442139/?p=20
• Spark TaskSchedulerImpl TaskSet原码分析(bilibili视频) : https://www.bilibili.com/video/av37442139/?p=21

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Spark 源码分析之ShuffleMapTask处理

• Spark 源码分析之ShuffleMapTask处理(文档详解): https://github.com/opensourceteams/spark-scala-maven/blob/master/md/ShuffleMapTask.md
• Spark 源码分析之ShuffleMapTask处理原理分析图解 (bilibili视频): https://www.bilibili.com/video/av37442139/?p=22
• Spark 源码分析之ShuffleMapTask处理源码分析 (bilibili视频): https://www.bilibili.com/video/av37442139/?p=23
• Spark 源码分析之ShuffleMapTask处理原理分析图解 (youtube视频): https://youtu.be/datHorBipMc
• Spark 源码分析之ShuffleMapTask处理源码分析 (youtube视频): https://youtu.be/cRW_MZ0k5Lw

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Spark 源码分析之ResultTask处理

• Spark 源码分析之ResultTask处理(文档详情):https://github.com/opensourceteams/spark-scala-maven/blob/master/md/ResultTask.md
• Spark 源码分析之ResultTask原理分析图解(bilibili视频):https://www.bilibili.com/video/av37442139/?p=24
• Spark 源码分析之ResultTask处理(bilibili视频):https://www.bilibili.com/video/av37442139/?p=25

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Youtub 视频

• HadoopRdd源码分析-读取本地文件需求分析-01
• HadoopRDD源码分析-文件拆分partition划分-02
• HadoopRdd源码分析 本地文件读取源码分析 03
• HadoopRdd源码分析 本地文件读取源码分析 04

Spark 远程调试

• 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/SparkRemoteDebug.md

相关链接

• HadoopRDD源码分析说明文档详细