Skip to content

data compression library for embedded/real-time systems

License

Notifications You must be signed in to change notification settings

PX4/heatshrink

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

heatshrink

A data compression/decompression library for embedded/real-time systems.

Key Features:

  • Low memory usage (as low as 50 bytes) It is useful for some cases with less than 50 bytes, and useful for many general cases with < 300 bytes.
  • Incremental, bounded CPU use You can chew on input data in arbitrarily tiny bites. This is a useful property in hard real-time environments.
  • Can use either static or dynamic memory allocation The library doesn't impose any constraints on memory management.
  • ISC license You can use it freely, even for commercial purposes.

Getting Started:

There is a standalone command-line program, heatshrink, but the encoder and decoder can also be used as libraries, independent of each other. To do so, copy heatshrink_common.h, heatshrink_config.h, and either heatshrink_encoder.c or heatshrink_decoder.c (and their respective header) into your project. For projects that use both, static libraries are built that use static and dynamic allocation.

Dynamic allocation is used by default, but in an embedded context, you probably want to statically allocate the encoder/decoder. Set HEATSHRINK_DYNAMIC_ALLOC to 0 in heatshrink_config.h.

Basic Usage

  1. Allocate a heatshrink_encoder or heatshrink_decoder state machine using their alloc function, or statically allocate one and call their reset function to initialize them. (See below for configuration options.)

  2. Use sink to sink an input buffer into the state machine. The input_size pointer argument will be set to indicate how many bytes of the input buffer were actually consumed. (If 0 bytes were conusmed, the buffer is full.)

  3. Use poll to move output from the state machine into an output buffer. The output_size pointer argument will be set to indicate how many bytes were output, and the function return value will indicate whether further output is available. (The state machine may not output any data until it has received enough input.)

Repeat steps 2 and 3 to stream data through the state machine. Since it's doing data compression, the input and output sizes can vary significantly. Looping will be necessary to buffer the input and output as the data is processed.

  1. When the end of the input stream is reached, call finish to notify the state machine that no more input is available. The return value from finish will indicate whether any output remains. if so, call poll to get more.

Continue calling finish and polling to flush remaining output until finish indicates that the output has been exhausted.

Sinking more data after finish has been called will not work without calling reset on the state machine.

Configuration

heatshrink has a couple configuration options, which impact its resource usage and how effectively it can compress data. These are set when dynamically allocating an encoder or decoder, or in heatshrink_config.h if they are statically allocated.

  • window_sz2, -w in the CLI: Set the window size to 2^W bytes.

The window size determines how far back in the input can be searched for repeated patterns. A window_sz2 of 8 will only use 256 bytes (2^8), while a window_sz2 of 10 will use 1024 bytes (2^10). The latter uses more memory, but may also compress more effectively by detecting more repetition.

The window_sz2 setting currently must be between 4 and 15.

  • lookahead_sz2, -l in the CLI: Set the lookahead size to 2^L bytes.

The lookahead size determines the max length for repeated patterns that are found. If the lookahead_sz2 is 4, a 50-byte run of 'a' characters will be represented as several repeated 16-byte patterns (2^4 is 16), whereas a larger lookahead_sz2 may be able to represent it all at once. The number of bits used for the lookahead size is fixed, so an overly large lookahead size can reduce compression by adding unused size bits to small patterns.

The lookahead_sz2 setting currently must be between 3 and the window_sz2 - 1.

  • input_buffer_size - How large an input buffer to use for the decoder. This impacts how much work the decoder can do in a single step, and a larger buffer will use more memory. An extremely small buffer (say, 1 byte) will add overhead due to lots of suspend/resume function calls, but should not change how well data compresses.

Recommended Defaults

For embedded/low memory contexts, a window_sz2 in the 8 to 10 range is probably a good default, depending on how tight memory is. Smaller or larger window sizes may make better trade-offs in specific circumstances, but should be checked with representative data.

The lookahead_sz2 should probably start near the window_sz2/2, e.g. -w 8 -l 4 or -w 10 -l 5. The command-line program can be used to measure how well test data works with different settings.

More Information and Benchmarks:

heatshrink is based on LZSS, since it's particularly suitable for compression in small amounts of memory. It can use an optional, small index to make compression significantly faster, but otherwise can run in under 100 bytes of memory. The index currently adds 2^(window size+1) bytes to memory usage for compression, and temporarily allocates 512 bytes on the stack during index construction (if the index is enabled).

For more information, see the blog post for an overview, and the heatshrink_encoder.h / heatshrink_decoder.h header files for API documentation.

Build Status

Build Status

About

data compression library for embedded/real-time systems

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • C 97.1%
  • Makefile 2.0%
  • Shell 0.9%