Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

Using Spyder / Python to Open .npy File

Tags:

Sorry. I'm just now learning Python and everything there is to do with data analysis.

How on earth do I open a .npy file with Spyder? Or do I have to use another program? I'm using a Mac, if that is at all relevant.

like image 750
iron2man Avatar asked Nov 24 '15 03:11

iron2man


People also ask

How do I open a .NPY file?

You need a suitable software like Python from Python to open an NPY file. Without proper software you will receive a Windows message "How do you want to open this file?" or "Windows cannot open this file" or a similar Mac/iPhone/Android alert.

How do I use .NPY files?

NPY files store all the information required to reconstruct an array on any computer, which includes dtype and shape information. NumPy is a Python programming language library that provides support for large arrays and matrices. You can export an array to an NPY file by using np. save('filename.

What is .NPY extension?

The . npy format is the standard binary file format in NumPy for persisting a single arbitrary NumPy array on disk. The format stores all of the shape and dtype information necessary to reconstruct the array correctly even on another machine with a different architecture.


2 Answers

*.npy files are binary files to store numpy arrays. They are created with

import numpy as np  data = np.random.normal(0, 1, 100) np.save('data.npy', data) 

And read in like

import numpy as np data = np.load('data.npy') 
like image 133
MaxNoe Avatar answered Sep 28 '22 12:09

MaxNoe


Given that you asked for Spyder, you need to do two things to import those files:

  1. Select the pane called Variable Explorer
  2. Press the import button (shown below), select your .npy file and present Ok.

    import button

Then you can work with that file in your current Python or IPython console.

like image 43
Carlos Cordoba Avatar answered Sep 28 '22 14:09

Carlos Cordoba