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A compressed bitmap class in C++.
C C++
branch: master

Merge pull request #7 from zarianw/master

Fix for build failure on MSVC on 32bit
latest commit d397eda31e
Daniel Lemire authored


Compressed bitset in C++
Daniel Lemire

== What is this? ==

The class EWAHBoolArray is a compressed bitset data structure.

It also provides a basic BoolArray class which can serve as a traditional

This library is used by database and information retrieval engines
such as Hustle -- A column oriented, embarrassingly distributed relational 
event database (see

== Licensing ==

Apache License 2.0. (Other licenses are possible.)

Update (May 20th, 2013): though by default I use the Apache License 2.0 (which is compatible with GPL 3.0), you can *also* consider this library licensed under GPL 2.0. 

== Limitations ==

Because of the compression type being used, you must set the bits
in increasing order (no random access while creating the bitmaps)
when using EWAHBoolArray.

== Dependencies ==

None. (Will work under MacOS, Windows or Linux.)

Compilers tested: clang++, g++, Intel compiler, Microsoft Visual Studio

== Usage ==

make example

== Example ==

Please see example.cpp.
For an example with tabular data, please see example2.cpp.

== Ruby wrapper ==

Josh Ferguson wrote a wrapper for Ruby. 
The implementation is packaged and installable as a ruby gem.

You can install it by typing:

gem install ewah-bitset

== Further reading ==

Please see

Daniel Lemire, Owen Kaser, Kamel Aouiche, Sorting improves
word-aligned bitmap indexes. Data & Knowledge Engineering 69 (1),
pages 3-28, 2010.

== Warning ==

Run your own unit tests. Report bugs.

== Persistent storage ==

If you save the bitmap to disk using "write" and then try to read it again with "read" on
a different machine, it *may* crash. The file format is specific to the machine you are
using. E.g., using two 64-bit Windows PC might work, but if you send the same data to a 32-bit
Linux box it may fail.

You can get better persistence with the readBuffer and writeBuffer methods. They will
be consistent across machines except for bit endianess: you may need to manually check
bit endianess. Moreover, these methods require you to save some metadata (i.e., buffersize
and sizeinbits) yourself in some portable way.

For example:

For saving in a persistent way:

size_t sb = mybitmap.sizeInBits(); // save sb somewhere safe, your responsability!
size_t bs = mybitmap.bufferSize(); // save bs somewhere safe, your responsability!
mybitmap.writeBuffer(out); // this writes the internal buffer of the bitmap

For loading:

mybitmap.readBuffer(in,bs); // recover the saved internal buffer, you are responsable for endianess
mybitmap.setSizeInBits(sb); // you have to do this to get a proper bitmap size
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