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argv = ['/usr/local/bin/node-waf', 'configure'] | ||
blddir = '/Users/kilnaar/src/node-lapack/build' | ||
commands = {'dist': 0, 'configure': True, 'distcheck': 0, 'install': 0, 'build': 0, 'clean': 0, 'distclean': 0, 'check': 0, 'uninstall': 0} | ||
cwd = '/Users/kilnaar/src/node-lapack' | ||
environ = {'SSH_AUTH_SOCK': '/tmp/launch-eKeJxY/Listeners', 'TORQUEBOX_HOME': '/usr/local/torquebox-current', 'VERSIONER_PYTHON_PREFER_32_BIT': 'no', 'TERM_PROGRAM_VERSION': '273.1', 'DYLD_LIBRARY_PATH': '/usr/local/cuda/lib:', 'SCALA_HOME': '/usr/local/scala-2.8.1.final', 'SHELL': '/bin/bash', 'LOGNAME': 'kilnaar', 'USER': 'kilnaar', 'PATH': '/usr/local/cuda/bin:/usr/local/ironruby/bin:/opt/mongodb/bin:/opt/local/bin:/opt/local/sbin:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/bin:/usr/local/git/bin:/usr/X11/bin:/usr/local/scala-2.8.1.final/bin:/usr/local/share/npm/bin:/usr/local/torquebox-current/jruby/bin:/usr/local/lib/node_modules/jasmine-node/bin:/Applications/Octave.app/Contents/Resources/bin', 'HOME': '/Users/kilnaar', 'DISPLAY': '/tmp/launch-T01JUM/org.x:0', '_': '/usr/local/bin/node-waf', 'TERM_PROGRAM': 'Apple_Terminal', 'LANG': 'en_US.UTF-8', 'TERM': 'xterm-color', 'Apple_PubSub_Socket_Render': '/tmp/launch-RrwDpk/Render', 'VERSIONER_PYTHON_VERSION': '2.6', 'SHLVL': '1', 'OLDPWD': '/Users/kilnaar/src', 'NODE_PATH': ':/usr/local/lib/node', '__CF_USER_TEXT_ENCODING': '0x1F5:0:0', 'PWD': '/Users/kilnaar/src/node-lapack', 'TMPDIR': '/var/folders/QA/QAKUzvpTFYmb676sUSrldU+++TI/-Tmp-/', 'JBOSS_HOME': '/usr/local/torquebox-current/jboss', 'JRUBY_HOME': '/usr/local/torquebox-current/jruby', 'COMMAND_MODE': 'unix2003'} | ||
files = [] | ||
hash = 0 | ||
options = {'compile_targets': None, 'force': False, 'verbose': 0, 'nocache': False, 'progress_bar': 0, 'destdir': '', 'keep': False, 'zones': '', 'blddir': '', 'prefix': '/usr/local/', 'jobs': 4, 'srcdir': '', 'check_cxx_compiler': 'g++'} | ||
srcdir = '/Users/kilnaar/src/node-lapack' |
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node-lapack | ||
=========== | ||
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a node.js wrapper for the high-performance LAPACK linear algebra library. |
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require('./lib/node-lapack') |
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var FFI = require('node-ffi'); | ||
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function fortranArrayToJS(fortranArray, m, n) { | ||
var array = []; | ||
var a = fortranArray; | ||
var elementSize = 4; | ||
var rowWidth = elementSize * n; | ||
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for(var i = 0; i < m; i++) { | ||
var row = []; | ||
var rowStart = i * elementSize; | ||
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for(var j = 0; j < n; j++) { | ||
a = fortranArray.seek(rowStart + (j * rowWidth)); | ||
row.push(a.getFloat()); | ||
} | ||
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array.push(row); | ||
} | ||
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return array; | ||
} | ||
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function jsToFortranArray(array) { | ||
var m = array.length; | ||
var n = array[0].length; | ||
var elementSize = 4; | ||
var fortranArrayStart = fortranArray = new FFI.Pointer(m * n * elementSize); | ||
for(var i = 0; i < m; i++) { | ||
for(var j = 0; j < n; j++) { | ||
fortranArray.putFloat(array[i][j]); | ||
fortranArray = fortranArray.seek(elementSize); | ||
} | ||
} | ||
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return fortranArrayStart; | ||
} | ||
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module.exports.fortranArrayToJS = fortranArrayToJS; | ||
module.exports.jsToFortranArray = jsToFortranArray; |
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var lapack = require('./lapack.js'); | ||
exports.sgeqrf = lapack.sgeqrf; |
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var fortranArray = require('./fortranArray'); | ||
var FFI = require('node-ffi'); | ||
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var LAPACK = new FFI.Library('liblapack', { | ||
"SGEQRF": ["void", ["pointer", "pointer", "pointer", "pointer", "pointer", "pointer", "pointer", "pointer"]] | ||
}); | ||
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var FORTRAN_INT = 4; | ||
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function sgeqrf(matrix) { | ||
var m = matrix.length; | ||
var n = matrix[0].length; | ||
var f_m = new FFI.Pointer(FORTRAN_INT); | ||
var f_n = new FFI.Pointer(FORTRAN_INT); | ||
var f_lda = new FFI.Pointer(FORTRAN_INT); | ||
var f_tau = new FFI.Pointer(m * n); | ||
var f_info = new FFI.Pointer(FORTRAN_INT); | ||
var f_lwork = new FFI.Pointer(FORTRAN_INT); | ||
var f_work; | ||
f_m.putInt32(m); | ||
f_n.putInt32(n); | ||
f_lda.putInt32(Math.max(1, m)); | ||
f_lwork.putInt32(-1); | ||
var f_a = fortranArray.jsToFortranArray(matrix); | ||
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// get optimal size of workspace | ||
f_work = new FFI.Pointer(FORTRAN_INT); | ||
LAPACK.SGEQRF(f_m, f_n, f_a, f_lda, f_tau, f_work, f_lwork, f_info); | ||
lwork = f_work.getFloat(); | ||
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// allocate workspace | ||
f_work = new FFI.Pointer(lwork); | ||
f_lwork.putInt32(lwork); | ||
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// perform QR decomp | ||
LAPACK.SGEQRF(f_m, f_n, f_a, f_lda, f_tau, f_work, f_lwork, f_info); | ||
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var r = fortranArray.fortranArrayToJS(f_a, m, n); | ||
var q = fortranArray.fortranArrayToJS(f_tau, m, n); | ||
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return {Q: q, R: r}; | ||
} | ||
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exports.sgeqrf = sgeqrf; |
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var precision = 1e-6; | ||
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function approxEql(matrixA, matrixB) { | ||
var i = matrixA.length; | ||
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while(i--) { | ||
var j = matrixA[0].length; | ||
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while(j--) { | ||
if((Math.abs(matrixA[i][j] - matrixB[i][j]) > precision)) { | ||
console.log(matrixA[i][j]); | ||
console.log(matrixB[i][j]); | ||
console.log(Math.abs(matrixA[i][j] - matrixB[i][j])); | ||
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return false; | ||
} | ||
} | ||
} | ||
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return true; | ||
} | ||
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module.exports = approxEql; |
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var lapack = require('lib/node-lapack'); | ||
var approxEql = require('./approxEql'); | ||
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describe('lapack', function() { | ||
it('shoud qr', function() { | ||
var qr = lapack.sgeqrf([ | ||
[2, 1, 1], | ||
[1, 1, 1], | ||
[1, 1, 3] | ||
]); | ||
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expect(approxEql(qr.R, | ||
[ [ -2.4494898319244385, | ||
-1.632993221282959, | ||
-2.4494895935058594 ], | ||
[ 0.22474488615989685, | ||
-0.5773501992225647, | ||
-1.732050895690918 ], | ||
[ 0.22474488615989685, | ||
0.41421353816986084, | ||
1.4142135381698608 ] ])).toBeTruthy(); | ||
}); | ||
}); | ||
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