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  1. Apache Drill
  2. DRILL-5508

Flow control in Drill RPC layer



    • Type: Improvement
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: Execution - RPC
    • Labels:


      Drill uses Netty to implement it's RPC layer. Netty internally has ChannelOutboudBuffer where it stores all the data sent by application when TCP send buffer is full. Netty also has a concept of WRITE_BUFFER_HIGH_WATER_MARK and LOW_BUFFER_HIGH_WATER_MARK which are configurable and help to know when the send buffer is full or when it can accept more data. The channel writability is turned on/off based on these parameters which application can use to make smart decision. More information can be found here. All these together can help to implement flow control in Drill. Today in Drill the only flow control we have is based on number of batches sent (which is 3) without ack. But that doesn't consider how much data is transferred as part of those batches. Without using the proper flow control based on water marks Drill is just overwhelming the pipeline.

      With Drill 1.11 support for SASL encryption, there is a new SaslEncryptionHandler inserted in Drill channel pipeline.This handler takes the Drill ByteBuf and encrypt it and stores the encrypted buffer (>= original buffer) in another ByteBuf. Now in this way the memory consumption is doubled until next handler in pipeline is called when original buffer will be released. There is a risk where if multiple connections (say N) happen to do encryption on larger Data buffers (say of size D) at same time then each will end up doubling the memory consumption at that instance. The total memory consumption will be Mc = N*2D. This can happen even without encryption when the connection count is doubled (i.e. 2N) which are transferring (D size of data). In constrained memory environment this can be an issue if Mc is too large.

      To resolve issues in both the scenarios it is required to have flow control in place for Drill RPC layer. Basically we can configure High/Low Watermarks (based on % of ChannelOutboundbuffer) and ChannelOutboundbuffer (multiple of Chunk size) for Drill channel's. Then the application thread which just write entire message in one go, need to chunk the message in some smaller sizes (possibly configurable). Based on the channel write state, one or more chunk should be written to socket. If the channel Writable state is false then application thread will block until it get's notified of the state change in which case it can again send more chunk downstream. In this way we are achieving below:
      1) In case when encryption is disabled Netty's ChannelOutboundbuffer will not be overwhelmed. It will always have streamline flow of data to send over network.
      2) In case when encryption is enabled then we will always send smaller chunks to the pipeline to encrypt rather than entire Data buffer. This will double the memory in smaller units causing less memory pressure.

      Note: This is just high level description of the problem and what can be a potential solution. It needs more research/prototyping to come up with a proper solution.




            • Assignee:
              shamirwasia Sorabh Hamirwasia
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