Amazon Interview Question for Development Support Engineers






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O(loglogn) - Interpolation Search- not recommended as points are not equally iid (Independent and identically-distributed )
O(Logn) - Binary Search : Could not be so dumb question

Not able to scrutinize the exploitation of 0's 1's , Hashing wouldn't help.

Please comment.

- YetAnotherCoder October 13, 2008 | Flag Reply
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LOL @interpolation search.

- LOLer July 24, 2009 | Flag
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wtf is equally iid?

- R November 17, 2009 | Flag
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this is infinite array binary search can not be used.

- suhas6ue August 13, 2012 | Flag
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As it is a sorted array Binary search will be the best soln

- Aryan October 13, 2008 | Flag Reply
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As it is a sorted array Binary search will be the best soln

- Aryan October 13, 2008 | Flag Reply
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As it is a sorted array Binary search will be the best soln

- Aryan October 13, 2008 | Flag Reply
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How??
You have to find the FIRST occurrence of 1, with Binary search, when you start in middle, and there is a 1, it will exit. You dont want that.

- Anonymous October 20, 2008 | Flag
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You need to modify the binary search little bit such that the if the middle element happens to be a 0 then if the number right next to it is 1 then u conclude that is the first one else if the middle number happens to be a 1 then if the number left to it is a 0 then u can conclude its the first one...if none of these is the case then u recurse the same process of the left half if the middle number happens to be a one or the right half if the number happens to be a zero. Its technically Binary search paradigm . Hope that helps.

- mohammad.z.siddiqui October 20, 2008 | Flag
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this should give correct result in O(log n)

- Anonymous November 10, 2008 | Flag
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Add all the numbers , suppose u get x.This takes O(N).
Now suppose size of array is n , now index to n-x. This is O(1).This is the 1st one.This works as array is sorted and zeros come first.

- Rohan July 24, 2009 | Flag Reply
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LOL.

- LOLer July 24, 2009 | Flag
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:D..

when you want to scan the array to add the elements, why not actually check them and return as soon as you find 1 :P

- Anonymous September 21, 2009 | Flag
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To mohammad.z.siddiqui
Your approach looks fine to me. I think that way we can tackle the problem.
To Rohan
Your approach sucks as you dint read the question properly.

- Anonymous September 08, 2009 | Flag Reply
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here is my solution:
Jump 2 steps, see if it 1, then jump 4, 8 etc until u hit a one.
Then jump back 1,2,4,8 etc until u hit a zero, then forward and backward (until orgasm:)
This works good, O(log N) worst case

- R November 17, 2009 | Flag Reply
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could someone clarify,

if the sequence is sorted then all 0's would obv appear first and then followed by 1's are they asking us to find the occurrence of the first "1" in the array,is that the question?

If the answer to my previous question is "yes" then are we required to find a method which takes < O(n).If its an O(n) solution then I am sure all of us know more than one method to do this qn.

- Ran November 24, 2009 | Flag Reply
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none of the above solutions fully exploit the 0/1 property of the array

thinking...

- cyruz May 19, 2010 | Flag Reply
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Using a modified version of the binary search algorithm, you can return the lower bound index when the lower bound has the key being searched in case when the upper bound is greater than or equals to the key.

firstOccurrance(int[] sortedBins) {
    int lower = 0;
    int upper = sortedBins.length - 1;
    while (lower <= upper) {
        int middle = 1 + (upper - lower) / 2;
        if (sortedBins[middle] == 0) {
            lower = middle + 1;
        } else {
            upper = middle - 1;
        } 
        if (sortedBins[lower] == 1) {
            return lower;
        }
    }
    return -1;
}

- Marcello April 21, 2011 | Flag Reply
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public static int findNum(int[] arr)
{
Set s =new HashSet<>();

int index=0;
for(int i=0;i<arr.length;i++)
{
if(s.add(arr[i]) && arr[i]==1)
{
index=i;
}
}
return index;
}

- jits April 27, 2013 | Flag Reply
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when using hashset you are again scanning through the array which means complexity is >O(n)

- maddy January 17, 2015 | Flag Reply
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#include<stdio.h>
#include<math.h>
int BinarySearch(short int* array, int end) {
int mid;
int start=0;
while(start<=end) {
mid=(start+end)/2;
if(array[mid]==0 && array[mid+1]==1)
return mid+2;
else if(array[mid]==1 && array[mid-1]==0)
return mid+1;
else if(array[mid]==0)
start=mid+1;
else if(array[mid]==1)
end=mid-1; }
return -1; }

int find(short int* array) {
int i=0;
long long index=0;
while(array[index]!=1) {
i++;
index=pow(2,i); }
i=BinarySearch(array,index);
return i; }

- tensed coder March 02, 2019 | Flag Reply


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