def digits(n):
res = []
while n > 0:
res.append(n % 10)
n /= 10
return res
I want to rewrite this function so it uses recursion. I'm currently lost as to what to do. Can anyone give me some direction?
To create a recursive function you need to determine two things:
1) The base case - the condition on which you want to stop recursion
2) The general case - what to do on every input but the base case
You have already found both of these things, the base case is the while loop condition and the general case is the inside of the while loop. Try to use this information to move forward.
Here's a possible solution:
def digits(n):
if n < 10:
return [n]
return digits(n/10) + [n%10]
digits(123)
> [1, 2, 3]
The above solution fixes a bug in your code, you were returning the digits in reverse order. Also notice that n must be an integer greater than or equal to zero for producing correct results.
Here's how it works:
If the number is less than 10, then return a list with the number, as there are no more digits to be processed
If the number is greater than 9, get the last digit in the current number and add it to the end of the list that results of recursively calling digits on a smaller number - namely, the number without the last digit that we just processed.
The call to digits(123) will look like this at each step of the recursion:
digits(123) = digits(123/10) + [3]
digits(12) = digits(12/10) + [2]
digits(1) = [1]
Now we go up the call stack:
[1]
[1] + [2]
[1, 2] + [3]
[1, 2, 3]
EDIT :
Accepting #thg435's challenge, here's a tail-recursive solution:
def digits(n):
def loop(i, acc):
if i < 10:
return [i] + acc
return loop(i/10, [i%10] + acc)
return loop(n, [])
When you use recursion, a good basis is to have two cases to check, a base case and a recursive case. The base case is the conditions and result under which the program returns, in your case, the base case would be when n > 0 (If you think of it like a while loop, it's the condition for the while loop exiting). The recursive case (there can be multiple of these) occur when the loop isn't done, if you compare to a while loop, this is basically the body of the loop. At the end of the recursive case, you need to call the function again with your changes to the input, in this case n/10.
So, your function definition would be something like:
def digits(n):
For the base case, you want to check if n is 0, and, if it is, return the empty list:
if n <= 0:
return []
Now, in the recursive case, you want to append n%10 to the list and call your function again, only you want to call it with a different n, changed as you had it in your while loop:
else:
return [n%10]+digits(n/10)
So, if you trace this through, for every recursive case, you get a list containing n%10, then it adds the result of the new call, which will be either (n/10)%10 or the empty list. For example, running this function with n=100 would break down like this:
newlist = digits(100)
newlist = [100%10]+digits(100/10)
newlist = [100%10]+([10%10] + digits(10/10))
newlist = [100%10]+([10%10] + ([1%10] + digits(10/10)))
newlist = [100%10]+([10%10] + ([1%10] + ([])))
newlist = [0,0,1]
Nested parens are used to show how the function digits gets rewritten inline.
def digits(n):
res = []
res.append(n%10)
n /= 10
if n != 0:
return res + digits(n)
else:
return res
Related
Question: Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target.Each input would have exactly one solution, and you may not use the same element twice. for example.
Input: nums = [2,7,11,15], target = 9
Output: [0,1]
Output: Because nums[0] + nums[1] == 9, we return [0, 1].
I'm trying one make a helper function that add the first number with each of the rest number, and run this helper function recursively on the give list nums. I'm not sure where my codes is wrong. (I know there are other more efficient algorithms, for the purpose of exercise pls stick to this approach)
class Solution:
def twoSum(self, nums: List[int], target: int) -> List[int]:
# One function that takes a list, and find out first + i ==target, if exists
def help_(lst,tar):
for i, n in enumerate(lst[1:],start=1):
if lst[0]+n ==tar:
return i
else:
return False
ctn=0
#base case, if a sublist whose first num + another another is target
if help_(nums,target) != False:
return [0+ctn,help_(nums,target)+ctn] # return two indices from helper, adding the time it looped
else:
ctn =+1
return help_(nums[1:],target)
There are a few issues:
Your recursive call return help_(nums[1:],target) will not return a pair, but one index (or False), so this should never be returned in the main function. Instead make the recursive call on twoSum, which will return a pair (if successful). Then you will still need to add 1 to both indices before returning that.
The helper function is returning always in the first iteration of the loop. You should move the return False out of the loop's body.
It is a pity that you call the helper function twice with the same arguments. Just store the result in a temporary variable to avoid re-executing it
Here is your code with those corrections:
class Solution:
def twoSum(self, nums, target):
# One function that takes a list, and find out first + i ==target, if exists
def help_(lst,tar):
for i, n in enumerate(lst[1:],start=1):
if lst[0]+n ==tar:
return i
return False
ctn=0
res = help_(nums,target)
if res != False:
return [0+ctn, res+ctn]
else:
ctn =+1
x, y = self.twoSum(nums[1:], target)
return x+1, y+1
As you noted in your question this is not the most efficient way to solve this problem.
Using a dictionary leads to a better time complexity. In case you cannot find it, here is such a solution (spoiler):
d = { target - num: i for i, num in enumerate(nums)}`
return next((i, d[j]) for i, j in enumerate(nums) if j in d.keys() and i != d[j])
Your approach is globally valid (the implementation is not) but you have to keep track of a lot of parameters
The ideal is to only check the combinations:
nums = [2,7,11,15]
s = 9
from itertools import combinations
for (i,a),(j,b) in combinations(enumerate(nums), r=2):
if a+b == s:
print(i,j)
Output: 0 1
NB. I purposely proposed an answer with a module to give you the chance to rewrite it with a classical loop
for i in range(len(nums) - 1):
for j in range(i + 1, len(nums)):
total = nums[i] + nums[j]:
if total == target:
return nums[i], nums[j]
Sorta newbie here. So in trying to wrap my head around using recursive functions I wanted to try to make a program that:
1: Generates a list containing 10 random integers ranging from 0 - 20
2: Using a recursive function goes trough the list and finds out what elements of the list are even integers
3: Prints out only the aformentioned even numbers
Where I have gotten stuck is in how to print out the result. I can't seem to figure out what value i want to put inside the function when calling it ( F(?) )
I tried to integrate a counter that kept track on how many times the program found a even number but it always resulted in an error that the variable is not defined no matter how hard I tried to make it global.
How could I go about this? Am I totally in the wrong?
import random
numL = []
for i in range(10):
x = random.randint(0,20)
numL.append(x)
print(numL)
def F(x):
if numL[x] % 2 == 0:
return numL[x]
else:
return F(x+1)
print(F( ??? ))
First question asked on this forum, hopefully I did okay, appreciate any help!
Assuming you want to return a list of the even numbers then you have 4 cases to consider
This is the last number in the list and its even so return this number
This is the last number in the list and its odd dont retrun this number
There are more numbers to check and this number is even so return
this plus the function result
There are more numbers to check and this number is odd to return
only the function result and not this num
So we can code this as
import random
def get_even_nums(nums):
num = nums[0]
#This is our terminating case we definitivly return a value here
if len(nums) == 1:
return [num] if num % 2 == 0 else []
else:
#If we got here we will be recursivly calling the function
#If its even number return that number plus the result of the function
#it its not even then just return the reult of the function and not this num
if num % 2 == 0:
return [num] + get_even_nums(nums[1:])
else:
return get_even_nums(nums[1:])
numL = [random.randint(0, 20) for _ in range(10)]
print(numL)
print(get_even_nums(numL))
OUTPUT
[3, 6, 5, 10, 20, 18, 5, 0, 3, 9]
[6, 10, 20, 18, 0]
So I took your function and changed it up slightly (using a slightly different approach). There's no need to a global list, though you could do that as well, if you wanted. The problem that you have is the lack of a base case or rather an incorrect one.
If you run your original function with an argument 0, which basically is the first element of your generated array, the fucntion will run until it hits one even number. At that point it'll exit recursion, because the base case basically stops recursive calls once you hit an even number.
Now, to fix this, you have to approach the problem differently. I would put your generated array as the input argument to your function, then ask myself "What would be a good base case?" Probably one that stops your recursive calls once you reach the end of the input list.
if len(numL) == 0:
return ...
Also, we need a way to return the even numbers that we found during our search through the list. For that reason I'd introduce a new acc list, where we would append the even numbers that we found. Thus the function input arguments would be
def F(numL, acc):
...
Now, in the recursive call we should check wether the current element is even or not. If it is, great, we add it to the acc list and continue into the recursive call. If it's not, we don't add anything to the acc but just continue with recursion.
if numL[0] % 2 == 0:
acc.append(numL[0])
return F(numL[1:], acc)
Putting it all together, we get:
def F(numL, acc):
if len(numL) == 0:
return acc
else:
if numL[0] % 2 == 0:
acc.append(numL[0])
return F(numL[1:], acc)
where numL represents your generated list and acc represents the resulting list we'll return after we traverse the list.
This is your function (as I understand it, you wanted this):
import random
def F(i):
r = random.randint(0,20)
if r % 2 == 0:
print(r)
i += 1
if i != 10:
F(i)
F(0)
My parameter, n is a phone number as an integer.
Using recursion I want to return the first three numbers in the integer.
I've turned the integer into a list of individual number characters and I'm attempting to delete the last number over and over again until I'm left with the last three, but I'm stuck on how to repeat it.
def areaCodes(n):
n = str(n)
n = list(n)
del n[-1]
#n = reduce(opperator.add, n)
n = ''.join(n)
n = int(n)
return n
I know I'm supposed to repeat the name in the return somehow, but because n isn't an integer that I can use to repeat. What do I do?
How about something like this?
def areaCodes(n):
# if n is less than 1000, what does it mean about the number of digits?
if n < 1000:
return # fill...
# otherwise, if n is greater than 1000, how can we alter n to remove the last
# digit? (hint: there's an operation similar to division called f...r division)
return areaCodes( # operate on n somehow...)
I assume that this is an exercise where recursion is necessary. If so, try this (there are better ways to accomplish your end goal, but I tried to modify your existing code as little as possible):
def areaCodes(n):
n_lst = list(str(n))
del n_lst[-1]
n_str = ''.join(n_lst)
n_int = int(n_str)
if len(n_lst) > 3:
return areaCodes(n_int)
return n_int
This will call the function again if the length of the number is greater than three, and return the number otherwise. Basically, the only part you were missing in your original function was the following, which is the recursive part:
if len(n_lst) > 3:
return areaCodes(n_int)
Remember that for a function to be recursive, it will have two main attributes:
It will at some point call itself. (this is what makes it 'repeat')
It will have some stopping condition (or base case).
You mentioned #1 when you wrote that you're supposed to use "the name in the return," so that's great! You just need to write that in your code:
return areaCodes(n), Where n is the updated phone number with a digit removed.
As you can see, each recursive call should do some work towards the solution, and should pass its mini-solution to the next recursive call.
Along with #2 above, you need to specify a base case, where the recursion will cease. So, since you're taking away a digit each time you call your function, you should include some kind of check to see if the current input is the length you want yet.
If it is the right length, you're done, and you should return the current number (not another recursive call).
Otherwise, you aren't done with the recursion yet.
import sys
def areaCodes(n):
#Create a list
myList = list(str(n))
#Delete last element
del myList[-1]
#Combine your elements into string list
myListStr = ''.join(myList)
#Type cast to int
myListInt = int(myListSte)
#Check whether your list satisfies your condition
if len(myList) > 3:
#Recusivley call the function again
return areaCodes(myListInt)
#Return your list when recursion completes
return myListInt
n = 12345
print areaCodes(n)
At first, I had to do it without recursion (just by looping which is pretty easy).
Now I have to do it with recursion, but I am not allowed to use any loop.
I guess I have to run down the list with recursion, but I don't quite understand what should be my base, or the reduction...
def long_strings_rec(strings, N):
'''
strings - a list of strings
N - an integer
Returns all strings in 'strings' of length bigger then 'N'
(This function is recursive and does not use loops)
'''
# Your code for question #2 (second function) starts here
# Your code for question #2 (second function) ends here
Any ideas? Can I have maybe an example of how to use recursion to take actions on lists indexes?
I used the helper function to do that, like #7stud suggested:
def helper (strings, K, results):
if len(strings) == 0:
return 0
elif len(strings[0]) > K:
results.append(strings[0])
strings.pop(0)
else:
strings.pop(0)
helper(strings, K, results)
return results
def long_strings_rec (strings, N):
'''
strings - a list of strings
N - an integer
Returns all strings in 'strings' of length bigger then 'N'
(This function is recursive and does not use loops)
'''
# Your code for question #2 (second function) starts here
return helper(strings, N, [])
# Your code for question #2 (second function) ends here
Worked like a charm. Hope it's not buggy.
Here's an example of how to use an accumulator:
def sum(nums):
return helper(nums, 0) #0 is the initial value for the accumulator
def helper(nums, total): #total is the accumulator
if len(nums) == 0:
return total
else:
num = nums.pop()
return helper(nums, total+num)
print sum([1, 2, 3])
--output:--
6
Basically, you redefine sum() so that it takes an additional accumulator parameter variable, then have sum() call the new function.
See if you can apply those principles to your problem.
As bjorn pointed out in the comments, you could do it like this too:
def mysum(nums, total=0):
if len(nums) == 0:
return total
else:
num = nums.pop()
return sum(nums, total+num)
print mysum([1, 2, 3])
--output:--
6
I am creating a program to figure out the highest number of decimals in a list of numbers. Basically, a list with [123, 1233] would return 4 because 1233 has four numbers in it and it is the largest. Another example would be that [12, 4333, 5, 555555] would return 6 because 555555 has 6 numbers.
Here is my code.
def place(listy):
if len(listy) == 1:
decimal = len(str(listy[0]))
print(decimal)
else:
if len(str(listy[0])) >= len(str(listy[1])):
new_list = listy[0:1]
for i in listy[2:]:
new_list.append(i)
place(new_list)
else:
place(listy[1:])
Now, when I use print(decimal) it works, but if I change print(decimal) to return decimal, it doesn't return anything. Why is this? How do I fix this? I have come across these return statements which doing run a lot of times. Thanks in advance!
When you do a recursive call (i.e. when place calls place, and the called place returns a value, then the calling place must return it as well (i.e. the return value "bubbles up" to the initial caller).
So you need to replace every recursive call
place(...)
with
return place(...)
As others have said, there are easier solutions, such as using max(). If you want to keep a recursive approach, I would refactor your code as follows:
def place2(listy):
if len(listy) < 1:
return None
elif len(listy) == 1:
return len(str(listy[0]))
else:
v0, v1 = listy[0], listy[1]
if v1 > v0:
return place2(listy[1:])
else:
return place2([listy[0]]+listy[2:])
Although this is tail-recursive, Python does not really care so this approach will be inefficient. Using max(), or using a loop will be the better solution in Python.
It's not that the return doesn't do anything, it's that you don't propagate the return from your recursive call. You need a few more returns:
def place(listy):
if len(listy) == 1:
decimal = len(str(listy[0]))
return decimal
else:
if len(str(listy[0])) >= len(str(listy[1])):
new_list = listy[0:1]
for i in listy[2:]:
new_list.append(i)
return place(new_list) # <-- return added
else:
return place(listy[1:]) # <-- return added
You can see the print at any level, but to get it back to the caller it needs to be propagated.
The function does return the value, but it's not printing it out.
A simple way to solve this is, just call the function within a print statement.
That is:
print(place(listy))
If all you want is to find the maximum length of a list of integers, consider:
max([len(str(n)) for n in N])
For example
N = [1,22,333,4444]
max([len(str(n)) for n in N]) # Returns 4
N = [12, 4333, 5, 555555]
max([len(str(n)) for n in N]) # Returns 6
Note: This will only work for positive integers.
Or more simply:
len(str(max(N)))
Which will also only work for positive integers.
Use ''global variable'' (google it) to access and change a variable defined outside of your function.