From aa9ed7e98f0912fd2bc47de86532aace8e6059ad Mon Sep 17 00:00:00 2001 From: XuanYang-cn Date: Fri, 14 May 2021 14:56:32 +0800 Subject: [PATCH] add datanode design doc (#5206) * add datanode design doc Signed-off-by: yangxuan --- .../datanode_recovery_design_0513_2021.md | 98 ++++++++++++++++++ .../graphs/collection_flowgraph_1_1.jpg | Bin 0 -> 71160 bytes .../graphs/collection_flowgraph_1_n.png | Bin 0 -> 83711 bytes .../graphs/collection_flowgraph_n_1.jpg | Bin 0 -> 113201 bytes .../graphs/collection_flowgraph_n_n.jpg | Bin 0 -> 107131 bytes .../graphs/collection_flowgraph_relation.png | Bin 0 -> 28894 bytes .../design_docs/graphs/datanode_design_01.jpg | Bin 0 -> 25160 bytes 7 files changed, 98 insertions(+) create mode 100644 docs/design_docs/datanode_recovery_design_0513_2021.md create mode 100644 docs/design_docs/graphs/collection_flowgraph_1_1.jpg create mode 100644 docs/design_docs/graphs/collection_flowgraph_1_n.png create mode 100644 docs/design_docs/graphs/collection_flowgraph_n_1.jpg create mode 100644 docs/design_docs/graphs/collection_flowgraph_n_n.jpg create mode 100644 docs/design_docs/graphs/collection_flowgraph_relation.png create mode 100644 docs/design_docs/graphs/datanode_design_01.jpg diff --git a/docs/design_docs/datanode_recovery_design_0513_2021.md b/docs/design_docs/datanode_recovery_design_0513_2021.md new file mode 100644 index 0000000000..79ef4a5ffa --- /dev/null +++ b/docs/design_docs/datanode_recovery_design_0513_2021.md @@ -0,0 +1,98 @@ +# DataNode Recovery Design + +## Objectives + +DataNode is stateless. It does whatever DataService tells, so recovery is not a difficult thing for datanode. +Once datanode subscribes certain vchannels, it starts working till crash. So the key to recovery is consuming +vchannels at the right position. What's processed no longer need to be processed again, what's not processed is +the key. + +What's the line between processed or not for DataNode? Wether the data is flushed into persistent storage, which's + the only job of DataNode. So recovering a DataNode needs the last positions of flushed data in every vchannels. +Luckily, this information will be told by DataService, DataNode only worries about updating positions after flushing. + +There's more to fully recover a DataNode. DataNode replicates collection schema in memory to decode and encode +data. Once it recovers to an older position of insert channels, it needs the collection schema snapshots from +that exactly position. Luckily again, the snapshots will be provided via MasterService. + +So DataNode needs to achieve the following 3 objectives. + +### 1. Service Registration + +DataNode registers itself to Etcd after grpc server started, in *INITIALIZING* state. + +### 2. Service discovery + +DataNode discovers DataService and MasterService, in *HEALTHY* state. + +### 3. Recovery state + +After stage 1&2, DataNode is healthy but IDLE. DataNode starts to work until the following happens. + +- DataService info the vchannels and positions. + +- DataNode replicates the snapshots of collection schema at the positions to which these vchannel belongs. + +- DataNode initializes flowgraphs and subscribes to these vchannels + +There're some problems I haven't thought of. + +- What if DataService is unavaliable, by network failure, DataService crashing, etc. +- What if MasterService is unavaliable, by network failure, MasterService crashing, etc. +- What if MinIO is unavaliable, by network failure. + +## TODO + +### 1. DataNode no longer interacts with Etcd except service registering. + + **O1-1**. DataService rather than DataNode saves binlog paths into Etcd. 1 Day + + ![datanode_design](graphs/datanode_design_01.jpg) + + **O1-2**. DataNode registers itself to Etcd when started. 1 Day + +### 2. DataNode gets start and end MsgPositions of all channels, and report to DataService after flushing. + + **O2-1**. Set start and end positions while publishing ddl messages. 0.5 Day + + **O2-2**. [after **O4-1**] Get message positions in flowgraph and pass through nodes, report to DataService along with binlog paths. 1 Day + + **O2-3**. [with **O1-1**] DataNode is no longer aware of whether if segment flushed, so SegmentFlushed messages should be sent by DataService. 1 Day + +### 3. DataNode recovery + + **O3-1**. Flowgraph is initialized after DataService called WatchDmChannels, flowgraph is healthy if MasterService is available. 2 Day + +### 4. DataNode with collection with flowgraph with vchannel designs + +#### The winner + ![datanode_design](graphs/collection_flowgraph_relation.png) + + ![datanode_design](graphs/collection_flowgraph_1_n.png) + + **O4-1.** DataNode scales flowgraph 2 Day + +#### The boring design + +• If collection:flowgraph = 1 : 1, datanode must have ability to scale flowgraph. + +![datanode_design](graphs/collection_flowgraph_1_1.jpg) + +•** [Winner]** If collection:flowgraph = 1 : n, flowgraph:vchannel = 1:1 + +![datanode_design](graphs/collection_flowgraph_1_n.png) + +• If collection:flowgraph = n : 1, in the blue cases, datanode must have ability to scale flowgraph. 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