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Create universal.java #1247

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255 changes: 255 additions & 0 deletions Hackerrank/universal.java
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import java.util.Scanner;
import java.util.Arrays;

// I recommend skipping this problem. The problem statement is way too convoluted.
// However, here are some takeaway concepts from this problem:
// - Implementing a custom BigInt as a byte[]
// - Implementing log2(int n)
// - Realizing that our algorithm can process the giant numbers in portions

// - Runtime: O(n + m) where n = # of digits in L, m = # of digits in R (for interval [L,R]).
// - Numbers can literally have millions of digits in this problem. An "int" or "long" is not big enough to store these numbers. Although Java's BigInteger is big enough, it turns out to be too slow for this problem. I wrote a custom "BigInt" class to speed up calculations.
// - To achieve linear runtime, we need an algorithm that splits up these giant numbers into portions and processes them separately. A great way to do this is to split by level, as done below.
// - This was a very difficult problem. You must have both linear runtime and efficient code to pass all testcases.
public class Solution {
public static void main(String[] args) {
/* Read and save input */
Scanner scan = new Scanner(System.in);
String strL = new BigInt(scan.next()).subtract(BigInt.ONE).toString(); // subtract 1 since it's [L,R] inclusive
String strR = scan.next();
scan.close();

/* Calculate interval sizes (by just saving # of digits) */
int [] intervalDigits = new int[log2(strR.length()) + 3]; // The +3 gives us an estimate of the size we need
for (int k = 0; k < intervalDigits.length; k++) {
intervalDigits[k] = digitsInInterval(k);
}

/* Initialize variables */
StringBuilder sb = new StringBuilder();
int endL = strL.length();
int endR = strR.length();
BigInt upperBound = BigInt.ONE;
boolean carry = false;
boolean lastIteration = false;
int blockCount = 0;
int level = 0;

/* Calculate counts for increasing segment sizes */
while (!lastIteration) {
/* Get portion of each String corresponding to current level */
int numDigits = intervalDigits[level + 1] - intervalDigits[level];
int startL = Math.max(endL - numDigits, 0);
int startR = Math.max(endR - numDigits, 0);
BigInt numL = (endL == 0) ? BigInt.ZERO : new BigInt(strL.substring(startL, endL));
if (carry) {
numL = numL.add(BigInt.ONE);
}

/* Calculate upper bound */
if (startR == 0) {
upperBound = new BigInt(strR.substring(startR, endR));
lastIteration = true;
} else {
upperBound = BigInt.tenToPower(numDigits);
}

/* If not skipping this level, process it */
if ((!numL.equals(BigInt.ZERO) && !numL.equals(upperBound)) || startR == 0) {
BigInt count = upperBound.subtract(numL);
carry = true;
blockCount++;
sb.append(level + " " + count + "\n");
}

/* Update variables for next iteration */
endL = startL;
endR = startR;
level++;
}

StringBuilder sb2 = new StringBuilder();
level = 0;
endR = strR.length();

/* Calculate counts for decreasing segment sizes */
while (true) {
/* Calculate number of nodes in current level */
int numDigits = intervalDigits[level + 1] - intervalDigits[level];
int startR = Math.max(endR - numDigits, 0);
if (startR == 0) {
break;
}
BigInt count = new BigInt(strR.substring(startR, endR));

/* If not skipping this level, process it */
if (!count.equals(BigInt.ZERO)) {
blockCount++;
sb2.insert(0, level + " " + count + "\n");
}

/* Update variables for next iteration */
endR = startR;
level++;
}

System.out.println(blockCount + "\n" + sb + sb2);
}

static int log2(int n) { // assumes positive number
return 31 - Integer.numberOfLeadingZeros(n);
}

static int digitsInInterval(int k) {
if (k == 0) {
return 1;
} else {
return (int) (Math.pow(2, k - 1) + 1);
}
}
}

// - Java's BigInteger is not fast enough to pass the testcases. The BigInt I create below is more efficient for this problem.
// - This link has good implementation ideas (Though they store numbers in reverse order):
// http://iwillgetthatjobatgoogle.tumblr.com/post/32583376161/writing-biginteger-better-than-jdk-one
// - BigInt numbers may be stored with leading 0s
// - BigInt only works with non-negative integers
class BigInt {
public static final BigInt ZERO = new BigInt("0");
public static final BigInt ONE = new BigInt("1");

public final byte[] digits; // will use 8 bits per digit for simplicity, even though 4 bits is enough

/* Constructor */
public BigInt(String str) {
digits = new byte[str.length()];
for (int i = 0; i < digits.length; i++) {
digits[i] = Byte.valueOf(str.substring(i, i + 1));
}
}

/* Constructor */
public BigInt(byte [] digits) {
this.digits = digits;
}

public static BigInt tenToPower(int exponent) {
byte [] digits = new byte[exponent + 1];
digits[0] = 1;
return new BigInt(digits);
}

public BigInt add(BigInt other) {
byte [] digitsA = digits;
byte [] digitsB = other.digits;

/* Create new Array to hold answer */
int newLength = Math.max(digitsA.length, digitsB.length);
if (!(digitsA[0] == 0 && digitsB[0] == 0)) {
newLength++;
}
byte [] result = new byte[newLength];

/* Do the addition */
int carry = 0;
int ptrA = digitsA.length - 1;
int ptrB = digitsB.length - 1;
int ptrR = result.length - 1;

while (ptrA >= 0 || ptrB >= 0 || carry > 0) {
int sum = carry;
if (ptrA >= 0) {
sum += digitsA[ptrA--];
}
if (ptrB >= 0) {
sum += digitsB[ptrB--];
}
result[ptrR--] = (byte) (sum % 10);
carry = sum / 10;
}
return new BigInt(result);
}

public BigInt subtract(BigInt other) { // assumes "other" is smaller than this BigInt
byte [] digitsB = other.digits;
byte [] result = Arrays.copyOf(digits, digits.length); // copy of "digitsA"

/* Do the subtraction */
int ptrB = digitsB.length - 1;
int ptrR = result.length - 1;
while (ptrB >= 0 && ptrR >= 0) {
result[ptrR] -= digitsB[ptrB];
/* if necessary, do the "borrow" */
if (result[ptrR] < 0) {
result[ptrR] += 10;
int ptrBorrow = ptrR - 1;
while (result[ptrBorrow] == 0) {
result[ptrBorrow--] = 9;
}
result[ptrBorrow]--;
}
ptrB--;
ptrR--;
}
return new BigInt(result);
}

@Override
public boolean equals(Object other) {
if (!(other instanceof BigInt)) {
return false;
}

byte [] digitsA = digits;
byte [] digitsB = ((BigInt) other).digits;

int indexA = 0;
int indexB = 0;

/* Remove leading 0s */
while (indexA < digitsA.length && digitsA[indexA] == 0) {
indexA++;
}
while (indexB < digitsB.length && digitsB[indexB] == 0) {
indexB++;
}

/* If lengths not equal, BigInts aren't equal */
int lenA = digitsA.length - indexA;
int lenB = digitsB.length - indexB;

if (lenA != lenB) {
return false;
}

/* Check to see if all digits match for the 2 BigInts */
while (indexA < digitsA.length && indexB < digitsB.length) {
if (digitsA[indexA++] != digitsB[indexB++]) {
return false;
}
}
return true;
}

@Override
public String toString() {
StringBuilder sb = new StringBuilder();
int i = 0;

/* Skip leading 0s */
while (i < digits.length && digits[i] == 0) {
i++;
}

/* Special Case: the BigInt 0 */
if (i == digits.length) {
return "0";
}

/* Create and return String */
for ( ; i < digits.length; i++) {
sb.append(digits[i]);
}
return sb.toString();
}
}