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  1. Cassandra
  2. CASSANDRA-13304

Add checksumming to the native protocol

    Details

    • Type: Improvement
    • Status: Resolved
    • Priority: Blocker
    • Resolution: Fixed
    • Fix Version/s: 4.0
    • Component/s: Core

      Description

      The native binary transport implementation doesn't include checksums. This makes it highly susceptible to silently inserting corrupted data either due to hardware issues causing bit flips on the sender/client side, C*/receiver side, or network in between.

      Attaching an implementation that makes checksum'ing mandatory (assuming both client and server know about a protocol version that supports checksums) – and also adds checksumming to clients that request compression.

      The serialized format looks something like this:

       *                      1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 3 3
       *  0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |  Number of Compressed Chunks  |     Compressed Length (e1)    /
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * /  Compressed Length cont. (e1) |    Uncompressed Length (e1)   /
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * | Uncompressed Length cont. (e1)| CRC32 Checksum of Lengths (e1)|
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * | Checksum of Lengths cont. (e1)|    Compressed Bytes (e1)    +//
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                      CRC32 Checksum (e1)                     ||
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                    Compressed Length (e2)                     |
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                   Uncompressed Length (e2)                    |
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                CRC32 Checksum of Lengths (e2)                 |
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                     Compressed Bytes (e2)                   +//
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                      CRC32 Checksum (e2)                     ||
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                    Compressed Length (en)                     |
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                   Uncompressed Length (en)                    |
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                CRC32 Checksum of Lengths (en)                 |
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                      Compressed Bytes (en)                  +//
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
       * |                      CRC32 Checksum (en)                     ||
       * +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ 
      

      The first pass here adds checksums only to the actual contents of the frame body itself (and doesn't actually checksum lengths and headers). While it would be great to fully add checksuming across the entire protocol, the proposed implementation will ensure we at least catch corrupted data and likely protect ourselves pretty well anyways.

      I didn't go to the trouble of implementing a Snappy Checksum'ed Compressor implementation as it's been deprecated for a while – is really slow and crappy compared to LZ4 – and we should do everything in our power to make sure no one in the community is still using it. I left it in (for obvious backwards compatibility aspects) old for clients that don't know about the new protocol.

      The current protocol has a 256MB (max) frame body – where the serialized contents are simply written in to the frame body.

      If the client sends a compression option in the startup, we will install a FrameCompressor inline. Unfortunately, we went with a decision to treat the frame body separately from the header bits etc in a given message. So, instead we put a compressor implementation in the options and then if it's not null, we push the serialized bytes for the frame body only thru the given FrameCompressor implementation. The existing implementations simply provide all the bytes for the frame body in one go to the compressor implementation and then serialize it with the length of the compressed bytes up front.

      Unfortunately, this won't work for checksum'ing for obvious reasons as we can't naively just checksum the entire (potentially) 256MB frame body and slap it at the end... so,

      The best place to start with the changes is in ChecksumedCompressor. I implemented one single place to perform the checksuming (and to support checksuming) the actual required chunking logic. Implementations of ChecksumedCompressor only implement the actual calls to the given compression algorithm for the provided bytes.

      Although the interface takes a Checksum, right now the attached patch uses CRC32 everywhere. As of right now, given JDK8+ has support for doing the calculation with the Intel instruction set, CRC32 is about as fast as we can get right now.

      I went with a 32kb "default" for the chunk size – meaning we will chunk the entire frame body into 32kb chunks, compress each one of those chunks, and checksum the chunk. Upon discussing with a bunch of people and researching how checksums actually work and how much data they will protect etc – if we use 32kb chunks with CRC32 we can catch up to 32 bits flipped in a row (but more importantly catch the more likely corruption where a single bit is flipped) with pretty high certainty. 64kb seems to introduce too much of a probability of missing corruption.

      The maximum block size LZ4 operates on is a 64kb chunk – so this combined with the need to make sure the CRC32 checksums are actually going to catch stuff – chunking at 32kb seemed like a good reasonable value to use when weighing both checksums and compression (to ensure we don't kill our compression ratio etc).

      I'm not including client changes here – I asked around and I'm not really sure what the policy there is – do we update the python driver? java driver? how has the timing of this stuff been handled in the past?

        Attachments

        1. 13304_v1.diff
          64 kB
          Michael Kjellman
        2. boxplot-write-throughput.png
          13 kB
          Alexandre Dutra
        3. boxplot-read-throughput.png
          12 kB
          Alexandre Dutra

          Activity

            People

            • Assignee:
              beobal Sam Tunnicliffe
              Reporter:
              mkjellman Michael Kjellman
              Reviewers:
              Dinesh Joshi, Jordan West
            • Votes:
              1 Vote for this issue
              Watchers:
              25 Start watching this issue

              Dates

              • Created:
                Updated:
                Resolved: