NumPy first and last element from array

Question

I am trying to dynamically get the first and last element from an array.

So, let us suppose the array has 6 elements.

test = [1,23,4,6,7,8]

If I am trying to get the first and last = 1,8, 23,7 and 4,6. Is there a way to get elements in this order? I looked at a couple of questions Link Link2. I took help of these links and I came up with this prototype..

#!/usr/bin/env python

import numpy

test = [1,23,4,6,7,8]
test1 = numpy.array([1,23,4,6,7,8])
len_test = len(test)
first_list = [0,1,2]
len_first = len(first_list)
second_list = [-1,-2,-3]
len_second = len(second_list)

for a in range(len_first):
        print numpy.array(test)[[first_list[a] , second_list[a]]]
        print test1[[first_list[a], second_list[a]]]

But this prototype won't scale for if you have more than 6 elements. So, I was wondering if there is way to dynamically get the pair of elements.

Thanks!

Answer 1

I ended here, because I googled for "python first and last element of array", and found everything else but this. So here's the answer to the title question:

a = [1,2,3]
a[0] # first element (returns 1)
a[-1] # last element (returns 3)

Answer 2

How about:

In [10]: arr = numpy.array([1,23,4,6,7,8])

In [11]: [(arr[i], arr[-i-1]) for i in range(len(arr) // 2)]
Out[11]: [(1, 8), (23, 7), (4, 6)]

Depending on the size of arr, writing the entire thing in NumPy may be more performant:

In [41]: arr = numpy.array([1,23,4,6,7,8]*100)

In [42]: %timeit [(arr[i], arr[-i-1]) for i in range(len(arr) // 2)]
10000 loops, best of 3: 167 us per loop

In [43]: %timeit numpy.vstack((arr, arr[::-1]))[:,:len(arr)//2]
100000 loops, best of 3: 16.4 us per loop

Answer 3

arr = np.array([1,2,3,4])
arr[-1] # last element

Answer 4

Using Numpy's fancy indexing:

>>> test
array([ 1, 23,  4,  6,  7,  8])

>>> test[::-1]  # test, reversed
array([ 8,  7,  6,  4, 23,  1])

>>> numpy.vstack([test, test[::-1]])  # stack test and its reverse
array([[ 1, 23,  4,  6,  7,  8],
       [ 8,  7,  6,  4, 23,  1]])

>>> # transpose, then take the first half;
>>> # +1 to cater to odd-length arrays
>>> numpy.vstack([test, test[::-1]]).T[:(len(test) + 1) // 2]
array([[ 1,  8],
       [23,  7],
       [ 4,  6]])

vstack copies the array, but all the other operations are constant-time pointer tricks (including reversal) and hence are very fast.

Answer 5

>>> test = [1,23,4,6,7,8]
>>> from itertools import izip_longest
>>> for e in izip_longest(test, reversed(test)):
    print e


(1, 8)
(23, 7)
(4, 6)
(6, 4)
(7, 23)
(8, 1)

Another option

>>> test = [1,23,4,6,7,8]
>>> start, end = iter(test), reversed(test)
>>> try:
    while True:
        print map(next, [start, end])
except StopIteration:
    pass

[1, 8]
[23, 7]
[4, 6]
[6, 4]
[7, 23]
[8, 1]

Answer 6

You can simply use take method and index of element (Last index can be -1).

arr = np.array([1,2,3])

last = arr.take(-1)
# 3

Answer 7

How about this?

>>> import numpy
>>> test1 = numpy.array([1,23,4,6,7,8])
>>> forward = iter(test1)
>>> backward = reversed(test1)
>>> for a in range((len(test1)+1)//2):
...     print forward.next(), backward.next()
... 
1 8
23 7
4 6

The (len(test1)+1)//2 ensures that the middle element of odd length arrays is also returned:

>>> test1 = numpy.array([1,23,4,9,6,7,8]) # additional element '9' in the middle
>>> forward = iter(test1)                                                      
>>> backward = reversed(test1)
>>> for a in range((len(test1)+1)//2):
...     print forward.next(), backward.next()
1 8
23 7
4 6
9 9

Using just len(test1)//2 will drop the middle elemen of odd length arrays.

Answer 8

This does it. Note that with an odd number of elements the one in the middle won't be included.

test = [1, 23, 4, 6, 7, 8, 5]    
for i in range(len(test)/2):
    print (test[i], test[-1-i])

Output:

(1, 5)
(23, 8)
(4, 7)

Answer 9

How about this:

xs = [1,23,4,6,7,8]
np.array(list(zip(xs[:len(xs)//2], xs[::-1])))

    array([[ 1,  8],
           [23,  7],
           [ 4,  6]])

Answer 10

Assuming the list has a even number of elements, you could do:

test = [1,23,4,6,7,8]
test_rest = reversed(test[:len(test)/2])

for n in len(test_rest):
    print [test[n], test_test[n]]