Given two numbers r1 and r2 (which defines the range), write a Python program to create a list with the given range (inclusive).
Examples:
Input : r1 = -1, r2 = 1 Output : [-1, 0, 1] Input : r1 = 5, r2 = 9 Output : [5, 6, 7, 8, 9]
Let’s discuss a few approaches to Creating a list of numbers with a given range in Python.
Naive Approach using a loop
A naive method to create a list within a given range is to first create an empty list and append the successor of each integer in every iteration of for loop.
Python3
# Python3 Program to Create list# with integers within given rangedef createList(r1, r2): # Testing if range r1 and r2 # are equal if (r1 == r2): return r1 else: # Create empty list res = [] # loop to append successors to # list until r2 is reached. while(r1 < r2+1 ): res.append(r1) r1 += 1 return res # Driver Coder1, r2 = -1, 1print(createList(r1, r2)) |
Output:
[-1, 0, 1]
Using List comprehension
We can also use list comprehension for the purpose. Just iterate ‘item’ in a for loop from r1 to r2 and return all ‘item’ as list. This will be a simple one liner code.
Python3
# Python3 Program to Create list# with integers within given rangedef createList(r1, r2): return [item for item in range(r1, r2+1)] # Driver Coder1, r2 = -1, 1print(createList(r1, r2)) |
Output:
[-1, 0, 1]
Using Python range()
Python comes with a direct function range() which creates a sequence of numbers from start to stop values and print each item in the sequence. We use range() with r1 and r2 and then convert the sequence into list.
Python3
# Python3 Program to Create list# with integers within given rangedef createList(r1, r2): return list(range(r1, r2+1)) # Driver Coder1, r2 = -1, 1print(createList(r1, r2)) |
Output:
[-1, 0, 1]
Using itertools:
You can also use the range function in combination with the itertools module’s chain function to create a list of numbers with a given range. This can be done as follows:
Python3
# Python3 Program to Create list# with integers within given rangeimport itertoolsr1=-5r2=5#using the chain function from the itertools modulenumbers = list(itertools.chain(range(r1, r2+1)))print(numbers)#This code is contributed by Edula Vinay Kumar Reddy |
[-5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5]
This will create a list of numbers from r1 to r2 inclusive by chaining the elements in the range together using the chain function from the itertools module.
Using numpy.arange()
Python numpy.arange() returns a list with evenly spaced elements as per the interval. Here we set the interval as 1 according to our need to get the desired output.
Python3
# Python3 Program to Create list# with integers within given rangeimport numpy as npdef createList(r1, r2): return np.arange(r1, r2+1, 1) # Driver Coder1, r2 = -1, 1print(createList(r1, r2)) |
Output:
[-1, 0, 1]
Using numpy to create list of numbers with given range
Here we are creating a list of numbers from a given range with the defined increment.
Python3
import numpy as npdef fun(start, end, step): num = np.linspace(start, end,(end-start) *int(1/step)+1).tolist() return [round(i, 2) for i in num] print(fun(1,5,0.5)) |
Output:
[1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 4.5, 5.0]
Using Recursion
Another approach to create a list of numbers within a given range is to use recursion. This involves defining a recursive function that takes in the current range and the list to be returned, and then appending the current range to the list and calling the function again with the next range until the end of the range is reached.
Python3
def create_list(r1, r2, lst): # Base case: if r1 is equal to r2, return the list if r1 == r2+1: return lst # Otherwise, append r1 to the list and call the function again with r1 + 1 else: lst.append(r1) return create_list(r1 + 1, r2, lst)# Test the functionprint(create_list(5, 9, [])) # [5, 6, 7, 8, 9]print(create_list(-1, 1, [])) # [-1, 0, 1]#This code is contributed by Edula Vinay Kumar Reddy |
[5, 6, 7, 8, 9] [-1, 0, 1]
This approach has a time complexity of O(n) and an auxiliary space of O(n), where n is the number of elements in the list.
Approach 5: Using map() and lambda function
In this approach, we use map() and a lambda function to generate a list of numbers within the given range. map() applies the lambda function to each element in the sequence and returns a map object. We convert the map object to a list and return it.
Algorithm
Use map() and a lambda function to generate a list of numbers within the given range.
Convert the map object to a list and return it.
Python3
def create_list(r1, r2): return list(map(lambda x: x, range(r1, r2+1)))# Test the functionprint(create_list(5, 9)) # [5, 6, 7, 8, 9]print(create_list(-1, 1)) # [-1, 0, 1] |
[5, 6, 7, 8, 9] [-1, 0, 1]
Time Complexity: O(r2-r1) where r1 and r2 are the given range.
Space Complexity: O(r2-r1) where r1 and r2 are the given range.
