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rust-rocksdb/librocksdb-sys/lz4/examples/blockStreaming_doubleBuffer.md

2.7 KiB

LZ4 Streaming API Example : Double Buffer

by Takayuki Matsuoka

blockStreaming_doubleBuffer.c is LZ4 Streaming API example which implements double buffer (de)compression.

Please note :

  • Firstly, read "LZ4 Streaming API Basics".
  • This is relatively advanced application example.
  • Output file is not compatible with lz4frame and platform dependent.

What's the point of this example ?

  • Handle huge file in small amount of memory
  • Always better compression ratio than Block API
  • Uniform block size

How the compression works

First of all, allocate "Double Buffer" for input and LZ4 compressed data buffer for output. Double buffer has two pages, "first" page (Page#1) and "second" page (Page#2).

        Double Buffer

      Page#1    Page#2
    +---------+---------+
    | Block#1 |         |
    +----+----+---------+
         |
         v
      {Out#1}


      Prefix Dependency
         +---------+
         |         |
         v         |
    +---------+----+----+
    | Block#1 | Block#2 |
    +---------+----+----+
                   |
                   v
                {Out#2}


   External Dictionary Mode
         +---------+
         |         |
         |         v
    +----+----+---------+
    | Block#3 | Block#2 |
    +----+----+---------+
         |
         v
      {Out#3}


      Prefix Dependency
         +---------+
         |         |
         v         |
    +---------+----+----+
    | Block#3 | Block#4 |
    +---------+----+----+
                   |
                   v
                {Out#4}

Next, read first block to double buffer's first page. And compress it by LZ4_compress_continue(). For the first time, LZ4 doesn't know any previous dependencies, so it just compress the line without dependencies and generates compressed block {Out#1} to LZ4 compressed data buffer. After that, write {Out#1} to the file.

Next, read second block to double buffer's second page. And compress it. This time, LZ4 can use dependency to Block#1 to improve compression ratio. This dependency is called "Prefix mode".

Next, read third block to double buffer's first page, and compress it. Also this time, LZ4 can use dependency to Block#2. This dependency is called "External Dictonaly mode".

Continue these procedure to the end of the file.

How the decompression works

Decompression will do reverse order.

  • Read first compressed block.
  • Decompress it to the first page and write that page to the file.
  • Read second compressed block.
  • Decompress it to the second page and write that page to the file.
  • Read third compressed block.
  • Decompress it to the first page and write that page to the file.

Continue these procedure to the end of the compressed file.