In this article, we learn about SciPy input and output. In order to handle inputs and outputs of multiple formats, Scipy.io package provides multiple methods.
Some of the formats that can be handled by the Scipy.io package are:
- Matlab
- Netcdf
- IDL
- Arff
- Matrix Market
- Wave
Among this Matlab is the format which is used very frequently.
Now let’s see the functions used to load and save a .mat file.
- Firstly we need to use loadmat() function to load the Matlab file.
- Secondly, we will use savemat() function to save the Matlab file.
- Finally, whosmat() method is used to list the variables inside a Matlab file.
Below are various examples based on the above explanations which depict how to take input and display output using scipy module.
Example 1: Scipy program to take an integer input and display it.
Python3
import scipy.io as syio # Save the mat file n = 1706256syio.savemat('num.mat', {'num': n}) # Load the mat File matlab_file_contents = syio.loadmat('num.mat') print(matlab_file_contents) # printing the contents of mat file. matlab_file_contents = syio.whosmat('num.mat') print(matlab_file_contents) |
Output:
Example 2: Scipy program to take an array input and display it.
Python3
import scipy.io as syio # Save the mat file arr = [1, 2, 3, 4, 5, 6, 7, 8, 9] syio.savemat('arr.mat', {'arr': arr}) # Load the mat File matlab_file_contents = syio.loadmat('arr.mat') print(matlab_file_contents) # printing the contents of mat file. matlab_file_contents = syio.whosmat('arr.mat') print(matlab_file_contents) |
Output:
Example 3: Scipy program to take string input and display it.
Python3
import scipy.io as syio # Save the mat file string = 'Geeks forneveropen!'syio.savemat('str.mat', {'str': string}) # Load the mat File matlab_file_contents = syio.loadmat('str.mat') print(matlab_file_contents) # printing the contents of mat file. matlab_file_contents = syio.whosmat('str.mat') print(matlab_file_contents) |
Output:
