How is my almostIncreasingSequence(sequence) code incorrect? [CodeSignal] - python

I've seen some posts about this same question, and I think my logic is pretty much the same as their answers. But I cannot find where exactly I'm wrong here.
My code first checks the length of the provided sequence, if it is 2 or less it automatically returns True.
Next, it removes(pops) the first element and check if the rest are in ascending order.
If the sequence isn't in order, it replaces it with the original sequence and repeats the second step, but this time it removes the next element (pop(i)).
This continues until there are no more elements to remove, which ultimately returns as False
If in any of the iterations, the list is found to be in ascending order, the function returns True.
This is the code:
def almostIncreasingSequence(sequence):
original = sequence.copy()
if len(sequence) <= 2: return True
for i in range(len(sequence)):
sequence.pop(i)
# print(sequence)
for j in range(len(sequence)-1):
if sequence[j+1] <= sequence[j]:
sequence = original.copy()
elif j+1 == len(sequence)-1:
return True
if i == len(sequence)-1:
return False
And this is my result :'(
I think my logic may not be correctly implemented in the code. But I don't know how to test it. It'd be helpful if you can give me a sequence where this function will give a wrong answer.
Solve almostIncreasingSequence (Codefights)
This is one of the posts I was referring to at the very beginning. It also explains the almostIncreasingSequence(sequence) question and the answer explains the logic behind the code.

You don't have to try every element. Just find the violation of the ascension, and try to resolve it by removing one of the violators. Then check the rest of the list.
More formally, suppose that the sequence[:i] is in the ascending order, but sequence[i] < sequence[i+1]. You cannot keep them both; one must be gone. Which one, depends on sequence[i-1].
If sequence[i+1] < sequence[i-1], removal of sequence[i] wouldn't help: a violation will remain. Therefore, remove sequence[i+1]. Otherwise, remove sequence[i] (do you see why?). Finally, check that the rest of sequence is ascending.

Related

Function result varies on each run

I have the following function that generates the longest palindrome of a string by removing and re-ordering the characters:
from collections import Counter
def find_longest_palindrome(s):
count = Counter(s)
chars = list(set(s))
beg, mid, end = '', '', ''
for i in range(len(chars)):
if count[chars[i]] % 2 != 0:
mid = chars[i]
count[chars[i - 1]] -= 1
else:
for j in range(0, int(count[chars[i]] / 2)):
beg += chars[i]
end = beg
end = ''.join(list(reversed(end)))
return beg + mid + end
out = find_longest_palindrome('aacggg')
print(out)
I got this function by 'translating' this example from C++
When ever I run my function, I get one of the following outputs at random it seems:
a
aca
agcga
The correct one in this case is 'agcga' as this is the longest palindrome for the input string 'aacggg'.
Could anyone suggest why this is occurring and how I could get the function to reliably return the longest palindrome?
P.S. The C++ code does not have this issue.
Your code depends on the order of list(set(s)).
But sets are unordered.
In CPython 3.4-3.7, the specific order you happen to get for sets of strings depends on the hash values for strings, which are explicitly randomized at startup, so it makes sense that you’d get different results on each run.
The reason you don’t see this in C++ is that the C++ set class template is not an unordered set, but a sorted set (based on a binary search tree, instead of a hash table), so you always get the same order in every run.
You could get the same behavior in Python by calling sorted on the set instead of just copying it to a list in whatever order it has.
But the code still isn’t correct; it just happens to work for some examples because the sorted order happens to give you the characters in most-repeated order. But that’s obviously not true in general, so you need to rethink your logic.
The most obvious difference introduced in your translation is this:
count[ch--]--;
… or, since you're looping over the characters by index instead of directly, more like:
count[chars[i--]]--;
Either way, this decrements the count of the current character, and then decrements the current character so that the loop will re-check the same character the next time through. You've turned this into something completely different:
count[chars[i - 1]] -= 1
This just decrements the count of the previous character.
In a for-each loop, you can't just change the loop variable and have any effect on the looping. To exactly replicate the C++ behavior, you'd either need to switch to a while loop, or put a while True: loop inside the for loop to get the same "repeat the same character" effect.
And, of course, you have to decrement the count of the current character, not decrement the count of the previous character that you're never going to see again.
for i in range(len(chars)):
while True:
if count[chars[i]] % 2 != 0:
mid = chars[i]
count[chars[i]] -= 1
else:
for j in range(0, int(count[chars[i]] / 2)):
beg += chars[i]
break
Of course you could obviously simplify this—starting with just looping for ch in chars:, but if you think about the logic of how the two loops work together, you should be able to see how to remove a whole level of indentation here. But this seems to be the smallest change to your code.
Notice that if you do this change, without the sorted change, the answer is chosen randomly when the correct answer is ambiguous—e.g., your example will give agcga one time, then aggga the next time.
Adding the sorted will make that choice consistent, but no less arbitrary.

How to use Boolean variable as the if conditon in Python

I feel confused about the code as follows:
define this findmin function to find the smallest number in alist, O(n^2)
def findMin(alist):
overallmin=alist[0]
for i in alist:
issmallest=True
for j in alist:
if i>j:
issmallest=False
if issmallest:
overallmin = i
return overallmin
I can't understand: why the author set "issmallest = True" below the first for loop? Commonly when we feel like to use boolean values like this situation(such as assign boolean value to a variable at the beginning of the code or put the boolean values as the if-statement conditions)? Thanks!
Okay so first off, to erase a few of the mistakes in the code, a working example would be:
def findMin(alist):
overallmin=alist[0]
for i in alist:
issmallest=True
for j in alist:
if i>j:
issmallest=False
if issmallest:
overallmin = i
return overallmin
The idea behind this code is to compare all elements in a list with all others and keep the one that is smaller than all others. In the loop it is therefore assumed that the current element is the smallest issmallest = True until a smaller one is found. If a smaller one is found, the value of issmallest is changed to False. So if, after comparison with all others, issmallest is still True, then the element is truly the smallest and therefore fixed as such.
You could simplify this code , as there is no need in further comparing once the smallest element is found, i.e. you can leave the function. Also in this algorithm there is no need of keeping a variable for the smallest element. The corresponding code might read something like:
def findMin(alist):
for current_el in alist:
issmallest = True
for other_el in alist:
if other_el < current_el:
issmallest = False
if issmallest:
return current_el
But: Even for beginners, this is not a good code to find the minimum. I can say that as a beginner myself. It is much cleaner to go through the list once, with an element at hand, compare it while going through, and always keep the smallest.
So even with low afford you can write a much faster algorithm like this:
def findMin(alist):
smallest_el = alist.pop() # take out an element, no need to compare with itself
for other_el in alist:
if other_el < smallest_el:
smallest_el = other_el
return smallest_el
The condition of while always must evaluate to boolean. if it evaluates to true, the loop continues, otherwise, the statements after the loop will be executed. Please note: the code in your question did not involve a while loop. This code is very bad, please forget it, and everything that came with it. For learning, try this: https://www.learnpython.org/.

Trying to create a sorting algorithm from scratch in Python

I'm taking a course on programming (I'm a complete beginner) and the current assignment is to create a Python script that sorts a list of numbers in ascending order without using built-in functions like "sorted".
The script I started to come up with is probably laughably convoluted and inefficient, but I'd like to try to make it work eventually. In other words, I don't want to just copy someone else's script that's better.
Also, as far as I can tell, this script (if it ever functioned) would probably just put things in a NEW order that wouldn't necessarily be ascending. This is just a start, though, and hopefully I'll fix that later.
Anyway, I've run in to several problems with the current incarnation, and the latest is that it just runs forever without printing anything.
So here it is (with hashes explaining what I was trying to accomplish). If someone could look over it and tell me why the code does not match my explanations of what each block is supposed to do, that would be great!
# The numbers to be inputted, could be anything
numList = [1, 25, 5, 6, 17, 4]
# The final (hopefully sorted) list
numSort = []
# The index
i = 0
# Run the loop until you run out of numbers
while len(numList) != 0:
# If there's only one value left in numList,
# attach it to the end of numSort.
# (Variable 'basket' is just for transporting numbers)
if len(numList) == 1:
basket = numList.pop()
numSort.append(basket)
# The rest of the elifs are supposed to compare values
# that sit next to each other.
# If there's still a number in numList after 'i'
# and 'i' is smaller than that next number
# then pop 'i' and attach it to the end of numSort
elif numList[i+1] != numList[-1] and numList[i] < numList[i+1]:
basket = numList.pop(i)
numSort.append(basket)
# If there's NOT a number after 'i'
# then compare 'i' to the first number in the list instead.
elif numList[i+1] == numList[-1] and numList[i] < numList[0]:
basket = numList.pop(i)
numSort.append(basket)
# If 'i' IS the last number in the list
# and has nothing to compare itself to,
# Then start over and go through it again
# from the beginning
elif numList [i+1] == numList[-1]:
i = 0
# If 'i' is not at the end of numList yet
# and 'i' is NOT smaller than the next number
# and there are still numbers left
# then move on to the next pair
# and continue comparing and moving numbers
else:
i = i+1
# Hopefully these will be in ascending order eventually.
print(numSort)
Here is a simple way to sort your list with a classic loop :
myList = [2,99,0,56,8,1]
for i,value in enumerate(myList):
for j,innerValue in enumerate(myList):
if value < innerValue: #for order desc use '>'
myList[j],myList[i]=myList[i],myList[j]
print(myList)
The Algorithm behind this code is :
fix one value of the list and compare it with the rest
if it is smallest then switch the index of two values
I hope this will help you
Your conditions are essentially:
If there is only one number in the list
The current number is less than the next, which is not equal to the last number
The current number is less than the first number, and the next number is equal to the last number
The next number is equal to the last number
If you trace out the code by hand you will see how in many cases, none of these will evaluate to true and your "else" will be executed and i will be incremented. Under these conditions, certain numbers will never be removed from your original list (none of your elifs will catch them), i will increment until the next number is equal to the last number, i will be reset to zero, repeat. You are stuck in an infinite loop. You will need to update your if-statement in such a way that all numbers will eventually be caught by a block other than your final elif.
On a separate note, you are potentially comparing a number to only one number in the current list before appending it to the "sorted" list. You will likely need to compare the number you want to add to your "sorted" list and find its proper place in THAT list rather than merely appending.
You should also consider finding the end of list using a method more like
if i == len(numList) - 1
This will compare the index to the length of the list rather than comparing more values in the list which are not necessarily relevant to the order you are trying to create.

Python: Control Flow

An issue with my existing code. Code goes:
example_dic = {'name': 'jim','value': 4}
list_of_dic = [example_dic,dic2,dic3,...]
empty_list = [] #will be filled with multiple dictionaries all in same format/same keys
key_sum = sum(blah['value'] for blah in empty_list) #tested this with a filled in "list_of_dic", works as expected
if not empty_list or key_sum < arbitrary_value:
for things in list_of_dic[:]:
if case1:
empty_list.append(things)
list_of_dic.remove(things)
elif case2:
empty_list.append(things)
list_of_dic.remove(things)
else:
pass
Problem is that key_sum does not get updated ever even though things are being appended onto empty_list. As I said in the comments, I know the key_sum line works because I tried it by filling in the list of dictionaries with random stuff first.
What I want is that items will keep being added onto list_of_dic only while key_sum < arbitrary. If for example I want key_sum < 20, if the next item causes key_sum >= 20, I do not want it to be added at all, not simply break and end after it's already been added. I also do not want the code to end there, if there is a list of 10 items and the 1st one has value = 22 I don't want the whole thing to stop, I want it to keep going through the rest, adding items on until it cannot add anymore that wouldn't cause key_sum >= 20.
Simpler answer would be, is there any other language which doesn't require such unnecessary complication for what seems like a very simple task?
There are a couple of issues with this. One is that your code assumes that key_sum gets automatically updated when you change empty_list, but that's not the case. It just gets calculated once. You'll need to recalculate key_sum on every iteration, or if you're really worried about efficiency, increment the key_sum every time you append to empty_list. It also seems like you want to check the value of key_sum on every iteration of your for loop, rather than only after you've iterated over the entire list_of_dic.
The second issue is that you're removing items from list_of_dic while you iterate over it. This has undefined behavior in Python, and generally results in certain elements of your iterable being skipped over. Instead, you need to iterate over a copy of the list.
Summarizing the changes:
for things in list_of_dic[:]: # Iterate over a copy of list_of_dic
do_append = False
if case1:
do_append = True
elif case2:
do_append = True
if do_append:
if (key_sum + things['value']) >= arbitrary_value:
continue
empty_list.append(things)
list_of_dic.remove(things)
key_sum += things['value']

Python IndexError : string index out of range in substring program

I am writing a code for a class that wants me to make a code to check the substring in a string using nested loops.
Basically my teacher wants to prove how the function 'in', as in:
ana in banana will return True.
The goal of the program is to make a function of 2 parameters,
substring(subStr,fullStr)
that will print out a sentence saying if subStr is a substring of fullStr, my program is as follows:
def substring(subStr,fullStr):
tracker=""
for i in (0,(len(fullStr)-1)):
for j in (0,(len(subStr)-1)):
if fullStr[i]==subStr[j]:
tracker=tracker+subStr[j]
i+=1
if i==(len(fullStr)-1):
break
if tracker==subStr:
print "Yes",subStr,"is a substring of",fullStr
When i called the function in the interpreter 'substring("ana","banana")', it printed out a traceback error on line 5 saying string index out of range:
if fullStr[i]==subStr[j]:
I'm banging my head trying to find the error. Any help would be appreciated
There are a few separate issues.
You are not reseting tracker in every iteration of the outer loop. This means that the leftovers from previous iterations contaminate later iterations.
You are not using range, and are instead looping over a tuple of just the 0 and the length of each string.
You are trying to increment the outer counter and skipping checks for the iteration of the outer loop.
You are not doing the bounds check correctly before trying to index into the outer string.
Here is a corrected version.
def substring(subStr,fullStr):
for i in range(0,(len(fullStr))):
tracker=""
for j in range(0,(len(subStr))):
if i + j >= len(fullStr):
break
if fullStr[i+j]==subStr[j]:
tracker=tracker+subStr[j]
if tracker==subStr:
print "Yes",subStr,"is a substring of",fullStr
return
substring("ana", "banana")
First off, your loops should be
for i in xrange(0,(len(fullStr))):
for example. i in (0, len(fullStr)-1) will have i take on the value of 0 the first time around, then take on len(fullStr)-1 the second time. I assume by your algorithm you want it to take on the intermediate values as well.
Now as for the error, consider i on the very last pass of the for loop. i is going to be equal to len(fullStr)-1. Now when we execute i+=1, i is now equal to len(fullStr). This does not fufill the condition of i==len(fullStr)-1, so we do not break, we loop, and we crash. It would be better if you either made it if i>=len(fullStr)-1 or checked for i==len(fullStr)-1 before your if fullStr[i]==subStr[j]: statement.
Lastly, though not related to the question specifically, you do not reset tracker each time you stop checking a certain match. You should place tracker = "" after the for i in xrange(0,(len(fullStr))): line. You also do not check if tracker is correct after looping through the list starting at i, nor do you break from the loop when you get a mismatch(instead continuing and possibly picking up more letters that match, but not consecutively.)
Here is a fully corrected version:
def substring(subStr,fullStr):
for i in xrange(0,(len(fullStr))):
tracker="" #this is going to contain the consecutive matches we find
for j in xrange(0,(len(subStr))):
if i==(len(fullStr)): #end of i; no match.
break
if fullStr[i]==subStr[j]: #okay, looks promising, check the next letter to see if it is a match,
tracker=tracker+subStr[j]
i+=1
else: #found a mismatch, leave inner loop and check what we have so far.
break
if tracker==subStr:
print "Yes",subStr,"is a substring of",fullStr
return #we already know it is a substring, so we don't need to check the rest

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