SPARK 源码分析技术分享 (带视频)

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SPARK 1.6.0-cdh5.15.0 Hadoop 2.6.0-cdh5.15.0 spark-scala-maven 微信(技术交流) : thinktothings

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

SparkContext 分析

• youtube 视频（SparkContext原理分析）: https://youtu.be/euIuutjAB4I
• Youtub 视频 (Spark源码分析详解): https://youtu.be/tUH7QnCcwgg
• 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/SparkContext.md

Spark 通信原理分析

• Youtub 视频 (Spark通信原理分析): https://youtu.be/3vUVwbEGf1E
• 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/OutBoxAndInBox.md

Spark Master启动源码分析

• Youtub 视频 (Master启动源码分析): https://youtu.be/74q1nddoaiY​

• 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

• Spark Master资源调度--worker向master注册(Youtube视频): https://youtu.be/74q1nddoaiY​

• 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

• 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(文档详解): https://github.com/opensourceteams/spark-scala-maven/blob/master/md/MasterScheduler_SparkContextRegisterMaster.md

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(文档详解): https://github.com/opensourceteams/spark-scala-maven/blob/master/md/StartWorker.md

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(文档详解)： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/CoarseGrainedExecutorBackend_start.md

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(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/jobSubmitTrigger.md

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(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/DAGSchedulerEventProcessLoop.md

Spark 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)(文档详解)：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/FinalStage.md

Spark Stage提交

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

RDD依赖 Dependency

NarrowDependency

• OneToOneDependency
  • youtube 视频: https://youtu.be/Tohv00GJ5AQ
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/OneToOneDenpendency.md
• RangeDependency
  • youtube 视频: https://youtu.be/_4DeWWPQubc
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/RangeDependency.md
• PruneDependency filter
  • youtube 视频: https://youtu.be/5ZCNiEhO_Qg
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/PruneDependency.md
• PruneDependency RangePartitioner
  • youtube 视频: https://youtu.be/YRQ6OaOXmPY
  • 详细说明文档： https://github.com/opensourceteams/spark-scala-maven/blob/master/md/PruneDependencyRangePartitioner.md

ShuffleDependency

• youtube 视频: https://youtu.be/8T6PyHuf_wQ
• 详细说明文档：https://github.com/opensourceteams/spark-scala-maven/blob/master/md/ShuffleDependency.md

相关链接

• HadoopRDD源码分析说明文档详细