"""
Lightweight Java sparse/dense matrix library
      The La4j  is open source and 100% Java library that provides Linear Algebra primitives (matrices and vectors) and algorithms. The la4j was initially designed to be lightweight and simple tool for passionate Java developers. It has been started as student project and turned into one of the most popular Java packages for matrices and vectors.
"""


from org.la4j.matrix.dense import *
from org.la4j.matrix.sparse import *
from org.la4j.matrix import *
from org.la4j.matrix.functor import *
from org.la4j.vector.sparse  import *
from org.la4j.vector.dense  import *
from org.la4j import *

print "Create Dense matrix"

a=Basic2DMatrix.from2DArray( [[1.0, 2.0, 3.0 ],
               [4.0, 5.0, 6.0],
               [7.0, 8.0, 9.0]])

print "Create Sparse matrix"
b=CRSMatrix.from2DArray( [[1.0, 2.0, 3.0 ],
                [4.0, 5.0, 6.0],
                [7.0, 8.0, 9.0]])

print "Multiply 'a' by 'b'"
c = a.multiply(b)
print c.toString()

print "Inner product of 2 vectors"
a = BasicVector([1.0, 2.0, 3.0 ])
b = BasicVector([4.0, 5.0, 6.0 ])
d = a.innerProduct(b) #  1.0*4.0 + 2.0*5.0 + 3.0*6.0 = 32
print d