├── .gitignore ├── Flink 学习链接 —— 都是干货.md ├── MyParFile ├── 0.txt └── 1.txt ├── conf ├── config.properties └── config3.properties ├── doc ├── 1.taskManager和Slots │ ├── TaskManager和Slots_1.png │ ├── TaskManager和Slots_2.png │ ├── TaskManager和Slots_3.png │ └── TaskManager和Slots_4.png ├── 2.flink并行度 │ ├── 0.flink并行度.textClipping │ ├── flink并行度_1.png │ ├── flink并行度_2.png │ └── flink并行度_3.png ├── 3.flink任务链与数据流 │ ├── Flink数据流source+transformation+sink_1.png │ ├── Flink数据流source+transformation+sink_2.png │ ├── flink任务链_1.png │ ├── flink任务链_2.png │ └── flink图生成流程.png ├── 4.flink_window操作 │ ├── flink_window操作_1.png │ ├── flink_window操作_10-其他可选API.png │ ├── flink_window操作_11-API总览.png │ ├── flink_window操作_2.png │ ├── flink_window操作_3-滚动窗口.png │ ├── flink_window操作_4-滑动窗口.png │ ├── flink_window操作_5-会话窗口.png │ ├── flink_window操作_6-windowAPI.png │ ├── flink_window操作_7-窗口分配器.png │ ├── flink_window操作_8-创建不同类型窗口.png │ ├── flink_window操作_8-创建不同类型窗口2.png │ └── flink_window操作_9-窗口函数.png ├── 5.时间语义和watermark │ ├── 时间语义和watermark__01_主要内容.png │ ├── 时间语义和watermark__02_时间（Time)语义.png │ ├── 时间语义和watermark__03_哪种时间语义更重要.png │ ├── 时间语义和watermark__03_哪种时间语义更重要2.png │ ├── 时间语义和watermark__04_在代码中设置Event Time.png │ ├── 时间语义和watermark__05_乱序数据的影响.png │ ├── 时间语义和watermark__06_水位线（WaterMark）.png │ ├── 时间语义和watermark__07_水位线（WaterMark）特点.png │ ├── 时间语义和watermark__08_WaterMark的传递.png │ ├── 时间语义和watermark__09_WaterMark在代码引入.png │ ├── 时间语义和watermark__09_WaterMark在代码引入2.png │ ├── 时间语义和watermark__09_WaterMark在代码引入3.png │ ├── 时间语义和watermark__09_WaterMark在代码引入4—TimestampAssigner.png │ └── 时间语义和watermark__10_watermark设定.png ├── 6.状态管理 │ ├── 状态管理-1-主要内容.png │ ├── 状态管理-2-Flink 中的状态.png │ ├── 状态管理-2-Flink 中的状态2.png │ ├── 状态管理-3-算子状态.png │ ├── 状态管理-4-算子状态数据结构.png │ ├── 状态管理-5-键控状态Keyed State.png │ ├── 状态管理-6-键控状态数据结构.png │ ├── 状态管理-7-键控状态的使用.png │ ├── 状态管理-8-状态后端.png │ └── 状态管理-9-选择一个状态后端.png ├── 7.容错机制 │ ├── flink-容错机制-1-主要内容.png │ ├── flink-容错机制-2-一致性检查点checkpoint.png │ ├── flink-容错机制-3-一从检查点恢复状态.png │ ├── flink-容错机制-3-一从检查点恢复状态2.png │ ├── flink-容错机制-3-一从检查点恢复状态3.png │ ├── flink-容错机制-3-一从检查点恢复状态4.png │ ├── flink-容错机制-3-一从检查点恢复状态5.png │ ├── flink-容错机制-4-一检查点的实现算法.png │ ├── flink-容错机制-5-Flink检查点算法.png │ ├── flink-容错机制-5-Flink检查点算法2.png │ ├── flink-容错机制-5-Flink检查点算法3.png │ ├── flink-容错机制-5-Flink检查点算法4.png │ ├── flink-容错机制-5-Flink检查点算法5.png │ ├── flink-容错机制-5-Flink检查点算法6.png │ ├── flink-容错机制-5-Flink检查点算法7.png │ ├── flink-容错机制-5-Flink检查点算法8.png │ └── flink-容错机制-6-保存点（Savepoints）.png ├── 8.状态一致性 │ ├── flink状态一致性-1-主要内容.png │ ├── flink状态一致性-10-两阶段提交（Two-Phase-Commit, 2PC）.png │ ├── flink状态一致性-11-2PC对外部sink系统的要求.png │ ├── flink状态一致性-12-不同Source和Sink的一致性保证.png │ ├── flink状态一致性-13-端到端状态一致性的保证.png │ ├── flink状态一致性-14-Exactly-once两阶段提交.png │ ├── flink状态一致性-14-Exactly-once两阶段提交2.png │ ├── flink状态一致性-14-Exactly-once两阶段提交3.png │ ├── flink状态一致性-15-Exactly-once两阶段提交步骤.png │ ├── flink状态一致性-2-什么是状态一致性.png │ ├── flink状态一致性-3-状态一致性分类.png │ ├── flink状态一致性-4-一致性检查点CheckPoints.png │ ├── flink状态一致性-4-一致性检查点CheckPoints2.png │ ├── flink状态一致性-5-端到端（end-to-end）状态一致性.png │ ├── flink状态一致性-6-端到端exactly-once.png │ ├── flink状态一致性-7-幂等写入（Idempotent Writes）.png │ ├── flink状态一致性-8-事务写入（Transactional Writes）.png │ └── flink状态一致性-9-预写日志（Write-Ahead-Log, WAL）.png ├── Flink_思维导图.xmind ├── Flink基础知识.txt ├── flink.docx ├── flink任务提交流程图.png ├── flink作业调度原理.png ├── flink在yarn任务提交流程.png ├── mysql_redis_hdfs_hbase_kafka存储选型.jpg └── 实时数仓架构-new.png ├── input_dir ├── dianshang_3c.txt ├── hello.txt ├── richmap_data.txt └── sensor.txt ├── need_learn ├── Flink当中的CEP.zip └── Flink当中的状态编程.zip ├── pom.xml ├── readme.md └── src └── main ├── java └── com │ ├── es │ ├── constant │ │ └── ConfigConstant.java │ ├── test │ │ ├── ClusterDemo.java │ │ ├── EsDemo.java │ │ └── EsDemoWithESUtil.java │ └── util │ │ ├── ESUtil.java │ │ └── test │ │ ├── CreateDemo.java │ │ ├── ESUtilTest.java │ │ └── InsertDemo.java │ ├── flink_demo │ ├── T01_WordCount.java │ ├── T02_WordCountWithError.java │ ├── T03_KeyedState和OperatorState介绍.txt │ ├── T03_WordCountWithCheckPoint.java │ ├── T04_WordCountWithKafka.java │ ├── T05_WordCountWithKafkaExactlyOnce.java │ ├── T05_config.properties │ ├── T06_WordCountKafkaToEsExactlyOnce.java │ ├── T06_WordCountKafkaToHBaseExactlyOnce.java │ ├── T06_WordCountKafkaToKafkaExactlyOnce.java │ ├── T06_WordCountKafkaToMySQLExactlyOnce.java │ ├── T06_WordCountKafkaToRedisExactlyOnce.java │ └── Z_KafkaProducer两阶段提交重要设计.txt │ ├── flink_official │ ├── T01_WindowWordCount.java │ ├── T02_CountWindowAverageWithState.java │ ├── T03_1_FraudDetector.java │ └── T03_2_FraudDetectionJob.java │ └── lei │ ├── JavaRunFor.java │ ├── apitest │ ├── c00_source │ │ ├── C01_SourceDemo1.java │ │ ├── C02_SourceDemo2.java │ │ ├── C03_TestFileSource.java │ │ └── C04_KafkaSource.java │ ├── c02_transformation │ │ ├── C01_Map_TransformationDemo1.java │ │ ├── C01_RichMap_TransformationDemo1.java │ │ ├── C02_FlatMap_TransformationDemo1.java │ │ ├── C03_Filter_TransformationDemo1.java │ │ ├── C04_KeyByDemo1.java │ │ ├── C05_KeyByDemo2.java │ │ ├── C05_WordCounts.java │ │ ├── C06_KeyByDemo3.java │ │ ├── C06_OrderBean.java │ │ ├── C06_transformation-keyBy方法的使用.png │ │ ├── C07_ReduceDemo.java │ │ ├── C08_MaxDemo.java │ │ ├── C09_FoldDemo.java │ │ └── C09_FoldDemo2.java │ ├── c03_sink │ │ ├── C01_PrintSink.java │ │ ├── C02_AddSinkDemo.java │ │ ├── C03_WriteAsTextSink.java │ │ ├── C04_WriteAsCsvSink.java │ │ ├── C05_Task_SubTask_ChainTest.java │ │ ├── C06_SharingGroupTest.java │ │ ├── C06_深入理解Flink的Task和SubTask-共享资源槽.png │ │ └── C06_深入理解Flink的Task和SubTask-共享资源槽_2.png │ ├── c04_window │ │ ├── C01_CountWindowAll.java │ │ ├── C02_CountWindow.java │ │ ├── C03_TimeWindowAll.java │ │ ├── C04_TimeWindow.java │ │ ├── C05_SlidingWindowAll.java │ │ ├── C06_SlidingWindow.java │ │ ├── C07_SessionWindow.java │ │ ├── C08_EventTimeSessionWindow.java │ │ ├── C09_KafkaSourceEventTimeTumblingWindow.java │ │ ├── C09_SocketSourceEventTimeTumblingWindow.java │ │ ├── C09_【重要】数据源多分区WaterMark，需要所有分区时间达到窗口触发时间.png │ │ ├── C09_【重要】滚动窗口结合EventTime&WaterMark延迟触发任务机制.png │ │ └── C10_SocketSourceEventTimeSlidingWindow.java │ ├── c05_project │ │ ├── C01_DataToActivityBeanFunction.java │ │ ├── C01_QueryActivityName.java │ │ ├── C02_A_HttpClientTest.java │ │ ├── C02_AsynHttpClientV2.java │ │ ├── C02_AsyncGeoToActivityBeanFunction.java │ │ ├── C02_AsyncQueryActivityLocation.java │ │ ├── C02_CloseableHttpAsyncTest.java │ │ ├── C02_SerialHttpClientV1.java │ │ ├── C03_AsyncEsRequest.java │ │ ├── C03_AsyncEsRequest_Test.java │ │ ├── C03_AsyncHttpRequest.java │ │ ├── C03_AsyncHttpRequest_Test.java │ │ ├── C03_AsyncMySQLRequest.java │ │ ├── C03_AsyncMySQLRequest_Test.java │ │ ├── C04_ActivityCount.java │ │ ├── C04_MysqlSink.java │ │ ├── C05_RestartStrategiesDemo.java │ │ ├── C06_StateBackendDemo.java │ │ ├── C06_StateBackendDemo2.java │ │ ├── C06_StateBackendForRocksDB.java │ │ ├── C07_KeyedState和OperatorState介绍.txt │ │ ├── C07_KeyedState和OperatorState介绍演示.png │ │ ├── C07_OperatorStateAndKeyedStateDemo.java │ │ ├── C08_MapWithState.java │ │ ├── C08_MapWithStateV2.java │ │ ├── C09_0_使用OperatorState记录文件偏移量需求.png │ │ ├── C09_1_MyParFileSource.java │ │ ├── C09_2_OperatorStateDemo.java │ │ ├── C09_3_MyExactlyOnceParFileSource.java │ │ ├── C09_4_OperatorStateDemoV2.java │ │ ├── C10_1_KafkaSourceV2.java │ │ ├── C10_2_FlinkKafkaToRedis.java │ │ ├── C10_3_FlinkKafkaToRedis_Stock.java │ │ ├── C10_z_checkpoint_实现ExactlyOnce.png │ │ ├── C11_KafkaProducer两阶段提交重要设计.txt │ │ ├── async │ │ │ ├── C02_AsynHttpClientV2.java │ │ │ └── C02_SerialHttpClientV1.java │ │ ├── domain │ │ │ └── ActivityBean.java │ │ └── mysql.sql │ ├── c06_apps │ │ ├── C01_OrderJoin.java │ │ ├── C02_ActBean.java │ │ ├── C02_ActivityCount.java │ │ ├── C02_ActivityCountAdvBloomFilter.java │ │ ├── C02_conf.properties │ │ ├── C03_BroadcastStateDemo.java │ │ ├── C03_conf.properties │ │ └── pojo │ │ │ ├── OrderDetail.java │ │ │ └── OrderMain.java │ ├── c07_sql_api │ │ ├── C01_StreamSqlWordCount.java │ │ ├── C01_WordCount.java │ │ ├── C02_WordCountSQL.java │ │ ├── C03_TumblingEventTimeWindowsSQL.java │ │ ├── C04_KafkaWordCountSQL.java │ │ ├── C05_IpLocation.java │ │ ├── C05_UDFSQL.java │ │ ├── C06_Split.java │ │ └── C06_UDTFSQL.java │ ├── c08_table_api │ │ ├── C01_StreamWordCountTable.java │ │ ├── C02_WordCountTable.java │ │ └── C03_TumblingEventTimeWindowsTable.java │ ├── util │ │ ├── FlinkUtils.java │ │ ├── FlinkUtilsV1.java │ │ └── MyRedisSink.java │ └── z_other_learn │ │ ├── J01_SourceTest.java │ │ ├── J02_TransformTest.java │ │ ├── J03_NcClient.java │ │ ├── J03_WindowTest.java │ │ ├── J04_ProcessFunctionTest.java │ │ ├── J05_SideOutputTest.java │ │ ├── J06_StateTest.java │ │ ├── J07_CheckPointTest.java │ │ ├── c01_value_state │ │ ├── J01_ValueStateOperate.java │ │ ├── J02_ListStateOperate.java │ │ ├── J03_MapStateOperate.java │ │ ├── J04_ReduceingStateOperate.java │ │ ├── J05_AggregrateStateOperate.java │ │ └── J06_OperatorListState.java │ │ └── c02_cep │ │ ├── J01_CheckIPChangeWithState.java │ │ ├── J02_CheckIpChangeWithCEP.java │ │ ├── J03_FlinkTemperatureCEP.java │ │ └── J04_OrderTimeOutCheckCEP.java │ ├── domain │ ├── J_SensorReading.java │ └── J_User.java │ ├── sinktest │ ├── J01_KafkaSinkTest.java │ ├── J01_KafkaSinkTest_DianShang3C.java │ ├── J02_RedisSinkTest.java │ ├── J03_EsSinkTest.java │ ├── J04_JdbcSinkTest.java │ ├── J05_ClickHouseSinkTest.java │ └── J05_ClickHouseSinkTestByLib.java │ ├── util │ ├── ClickHouseUtil.java │ ├── J_ConfigurationManager.java │ ├── J_MyClickHouseUtil.java │ ├── J_MyEsUtil.java │ ├── J_MyJdbcUtil.java │ ├── J_MyKafkaUtil.java │ └── J_MyRedisUtil.java │ └── wc │ ├── J01_WordCount.java │ └── J02_StreamWordCount.java ├── resources ├── application.conf ├── druid.properties └── log4j.properties └── scala └── com └── lei ├── ScalaRunFor.scala ├── apitest ├── C01_SourceTest.scala ├── C02_TransformTest.scala ├── C03_NcClient.java ├── C03_WindowTest.scala ├── C04_ProcessFunctionTest.scala ├── C05_SideOutputTest.scala ├── C06_StateTest.scala ├── C07_CheckPointTest.scala ├── C08_TableAPI_SQL.scala ├── doit │ └── C01_MapWithState.scala └── z_other_learn │ ├── c01_value_state │ ├── C01_ValueStateOperate.scala │ ├── C02_ListStateOperate.scala │ ├── C03_MapStateOperate.scala │ ├── C04_ReduceingStateOperate.scala │ ├── C05_AggregrateStateOperate.scala │ └── C06_OperatorListState.scala │ └── c02_cep │ ├── C01_CheckIPChangeWithState.scala │ ├── C02_CheckIpChangeWithCEP.scala │ ├── C03_FlinkTemperatureCEP.scala │ └── C04_OrderTimeOutCheckCEP.scala ├── sinktest ├── C01_KafkaSinkTest.scala ├── C02_RedisSinkTest.scala ├── C03_EsSinkTest.scala └── C04_JdbcSinkTest.scala ├── util ├── ConfigurationManager.java ├── MyEsUtil.scala ├── MyJdbcUtil.scala ├── MyKafkaUtil.scala └── MyRedisUtil.scala └── wc ├── C01_WordCount.scala └── C02_StreamWordCount.scala /.gitignore: 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