Use MATLAB Arrays in Python
This example shows how to create a MATLAB® array in Python® and pass it as the input argument to the MATLAB
sqrt
function.
The matlab
package provides constructors to create MATLAB arrays in Python. MATLAB Engine API for Python can pass such arrays as input arguments to MATLAB functions, and can return such arrays as output arguments to
Python. You can create arrays of any MATLAB numeric or logical type from Python sequence types.
Create a MATLAB array from a Python
list
. Call the sqrt
function on the
array.
import matlab.engine eng = matlab.engine.start_matlab() a = matlab.double([1,4,9,16,25]) b = eng.sqrt(a) print(b)
[[1.0,2.0,3.0,4.0,5.0]]
The engine returns b
, which is a 1-by-5
matlab.double
array.
Create a multidimensional array. The magic
function returns
a 2-D matlab.double
array to Python. Use a for
loop to print each row on a separate
line. (Press Enter again when you see the
...
prompt to close the loop and print.)
a = eng.magic(6)
for x in a: print(x)
...
[35.0,1.0,6.0,26.0,19.0,24.0] [3.0,32.0,7.0,21.0,23.0,25.0] [31.0,9.0,2.0,22.0,27.0,20.0] [8.0,28.0,33.0,17.0,10.0,15.0] [30.0,5.0,34.0,12.0,14.0,16.0] [4.0,36.0,29.0,13.0,18.0,11.0]
Call the tril
function to get the lower triangular portion
of a
. Print each row on a separate line.
b = eng.tril(a)
for x in b: print(x)
...
[35.0,0.0,0.0,0.0,0.0,0.0] [3.0,32.0,0.0,0.0,0.0,0.0] [31.0,9.0,2.0,0.0,0.0,0.0] [8.0,28.0,33.0,17.0,0.0,0.0] [30.0,5.0,34.0,12.0,14.0,0.0] [4.0,36.0,29.0,13.0,18.0,11.0]