matrix-market-attoparsec

Parsing and serialization functions for the NIST Matrix Market format https://github.com/ocramz/matrix-market-attoparsec

LTS Haskell 8.19:0.1.0.7
Stackage Nightly 2017-06-23:0.1.0.8
Latest on Hackage:0.1.0.8
BSD2 licensed by Marco Zocca
Maintained by zocca marco gmail

Module documentation for 0.1.0.7

matrix-market-attoparsec

Build Status

Attoparsec parser for the NIST Matrix Market format [0].

The library also contains functions for serializing matrix data to text file.

User guide

The module Data.Matrix.MatrixMarket exports the user interface:

readMatrix :: FilePath -> IO (Matrix S.Scientific)

readArray :: FilePath -> IO (Array S.Scientific)

writeMatrix :: Show a => FilePath -> Matrix a -> IO ()

writeArray :: Show a => FilePath -> Array a -> IO ()  

The first two functions contain the parsing logic, and make use of scientific for parsing numerical data in scientific notation.

Naming convention

We follow the MatrixMarket format definitions, by which a "Matrix" is sparse and stored in coordinate format (row, column, entry), whereas an "Array" is a dense grid of numbers, stored in column-oriented form. Algebraic vectors, such as the right-hand sides of equation systems, are stored as n-by-1 Arrays.

Testing

test/LibSpec.hs contains a simple read/write/read sanity test for the included Matrix Marked data files (fidapm05.mtx and fidapm05_rhs1.mtx):

m0 <- readMatrix fname   -- load original
writeMatrix ftemp m0     -- save as temp
m1 <- readMatrix ftemp   -- load temp
m0 `shouldBe` m1         -- compare temp with original

References

[0] http://math.nist.gov/MatrixMarket/

Changes

0.2.0.1

Added MatrixMarket module from accelerate-examples SMVM

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