Created
August 16, 2013 23:29
-
-
Save thomasballinger/6254383 to your computer and use it in GitHub Desktop.
Autoextending numpy array proxy
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import numpy | |
#TODO do something cooler and more robust like | |
#http://stackoverflow.com/a/9059858/398212 | |
class AutoExtending(object): | |
"""Numpy array wrapper that automatically extends rows down | |
>>> a = AutoExtending(10, 14) | |
>>> a.shape | |
(10, 14) | |
>>> a[1] = 'i' | |
>>> a[3:4, :] = 'i' * 14 | |
>>> a[16:17, :] = 'j' * 14 | |
>>> a.shape, a[16, 0] | |
((17, 14), 'j') | |
>>> a[200, 1] = 'i' | |
>>> a[200, 1] | |
'i' | |
""" | |
def __init__(self, rows, columns): | |
self.array = numpy.zeros((rows, columns), dtype=numpy.character) | |
def __setitem__(self, where, value): | |
if isinstance(where, int): | |
if where >= self.array.shape[0]: | |
self.array.resize(where + 1, self.array.shape[1]) | |
elif isinstance(where, tuple) and len(where) == 2: | |
if isinstance(where[0], int) and isinstance(where[1], int): | |
if where[0] > self.array.shape[0]: | |
self.array.resize(where[0]+1, self.array.shape[1]) | |
elif isinstance(where[0], slice): | |
if where[0].stop > self.array.shape[0]: | |
self.array.resize(where[0].stop, self.array.shape[1]) | |
else: | |
raise IndexError("slice spec "+repr(where)+" is no good") | |
else: | |
print 'I bet this will raise a slice index error' | |
self.array.__setitem__(where, value) | |
def __getitem__(self, *args): return self.array.__getitem__(*args) | |
def __len__(self, *args): return self.array.__len__(*args) | |
def __repr__(self): return self.array.__repr__() | |
def __getattribute__(self, att): | |
if att in ['array']: | |
return object.__getattribute__(self, att) | |
return getattr(self.array, att) | |
if __name__ == '__main__': | |
import doctest | |
doctest.testmod() |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment