An array is a data structure used to store a set of elements of the same data type. Each element in the array is identified by an index value or key.
Python has no native array data structure. Instead, we can use List data structure to represent arrays.
[1, 2, 3, 4, 5]
We can also use arrays or the NumPy module to process arrays in Python. Arrays defined by thearraymodule are -
array('i', [1, 2, 3, 4])
Numpy arrays defined by theNumPymodule are -
array([1, 2, 3, 4])
Python indexing starts from 0. The indexes of all the above arrays start from 0 and end at (n-1).
Suppose we have an integer array containing 5 elements. In the output array, the first few elements will be removed.
Input array: [1, 2, 3, 4, 5] Output: [3, 4, 5]
The first 2 elements 1 and 2 will be deleted from the input array.
In this article, we will see how to remove the first given number of items from an array. Here we mainly use python slicing to remove elements.
Slicing allows accessing multiple elements at once instead of using an index to access a single element.
iterable_obj[start:stop:step]
where,
Start: The starting index at which object slicing begins. The default value is 0.
End: The end index where the object slicing stops. The default value is len(object)-1.
Step size: Increase the number of the starting index. The default value is 1.
We can use list slicing to remove the first given number of elements from an array.
Let's take an example of applying list slicing to remove the first element in an array.
# creating array lst = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] print ("The original array is: ", lst) print() numOfItems = 4 # remove first elements result = lst[numOfItems:] print ("The array after removing the elements is: ", result)
The original array is: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] The array after removing the elements is: [5, 6, 7, 8, 9, 10]
Remove the first 4 elements from the given array and store the resulting array in the result variable. In this example, the original array remains unchanged.
By using the python del keyword and the slice object, we can delete elements of the array.
# creating array lst = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] print ("The original array is: ", lst) print() numOfItems = 4 # remove first elements del lst[:numOfItems] print ("The array after removing the elements is: ", lst)
The original array is: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] The array after removing the elements is: [5, 6, 7, 8, 9, 10]
Statement lst[:numOfItems] retrieves the first given number of items in the array, and the del keyword deletes these items/elements.
Using numpy module and slicing technique we can easily remove the number of items from an array.
In this example, we will remove the first element from the numpy array.
import numpy # creating array numpy_array = numpy.array([1, 3, 5, 6, 2, 9, 8]) print ("The original array is: ", numpy_array) print() numOfItems = 3 # remove first elements result = numpy_array[numOfItems:] print ("The result is: ", result)
The original array is: [1 3 5 6 2 9 8] The result is: [6 2 9 8]
We have successfully removed the first 2 elements from a numpy array using array slicing.
The array module in Python also supports indexing and slicing techniques to access elements.
In this example, we will create an array using the array module.
import array # creating array arr = array.array('i', [2, 1, 4, 3, 6, 5, 8, 7]) print ("The original array is: ", arr) print() numOfItems = 2 # remove first elements result = arr[numOfItems:] print ("The result is: ", result)
The original array is: array('i', [2, 1, 4, 3, 6, 5, 8, 7]) The result is: array('i', [4, 3, 6, 5, 8, 7])
The resulting array has the first 2 elements removed from array arr, where array arr has not changed.
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