
Problem Statement
Alice owns a collection of cards, each marked with a number. She intends to organize these cards into several groups where each group contains exactly groupSize
number of cards and the cards in each group must have consecutive numerical values. Specifically, the task is to determine whether it's possible to rearrange her array of card numbers, hand
, such that it can be split into multiple groups of groupSize
each, with each group comprised of consecutive numbers. Our goal is to design a function that takes hand
(an array of integers) and groupSize
(an integer), and returns true
if such a rearrangement is possible, and false
otherwise.
Examples
Example 1
Input:
hand = [1,2,3,6,2,3,4,7,8], groupSize = 3
Output:
true
Explanation:
Alice's hand can be rearranged as [1,2,3],[2,3,4],[6,7,8]
Example 2
Input:
hand = [1,2,3,4,5], groupSize = 4
Output:
false
Explanation:
Alice's hand can not be rearranged into groups of 4.
Constraints
1 <= hand.length <= 104
0 <= hand[i] <= 109
1 <= groupSize <= hand.length
Approach and Intuition
- Sort and Count: First, sort the array
hand
to simplify the process of grouping consecutive numbers. Once sorted, use a frequency counter to keep track of how many times each card appears. - Group Formation:
- Start with the smallest card and try to form a group of
groupSize
starting from this card. - For each card, if it’s possible to form a group starting from it, reduce the count of involved cards in your frequency counter respectively.
- If you cannot form a group because enough consecutive numbers are not available as needed, it’s impossible to rearrange
hand
satisfactorily.
- Start with the smallest card and try to form a group of
- Validation: If we successfully formed groups till we utilized all cards, then it returns
true
; if not,false
.
Example Interpretation:
- For
hand = [1,2,3,6,2,3,4,7,8]
andgroupSize = 3
:- After sorting the
hand
, we havehand = [1, 2, 2, 3, 3, 4, 6, 7, 8]
. - Starting with the smallest card, form a group
[1, 2, 3]
, then[2, 3, 4]
, and finally[6, 7, 8]
. Groups contain consecutive numbers and fully utilize the array, leading to the resulttrue
.
- After sorting the
- For
hand = [1,2,3,4,5]
andgroupSize = 4
:- It’s not feasible to start any group ensuring all groups remain consecutive with
groupSize = 4
, concluding with the resultfalse
.
- It’s not feasible to start any group ensuring all groups remain consecutive with
Constraints Consideration:
- The array length and values suggest the need to handle potentially large inputs efficiently, necessitating attention to algorithm complexity—particularly, how the sorting and the subsequent group-check operations scale with input size.
- The constraints given ensure there are enough cards to potentially meet a requested
groupSize
if they are arranged appropriately.
Solutions
- C++
- Java
- Python
class Solution {
public:
bool canArrange(vector<int>& cards, int size) {
if (cards.size() % size != 0) {
return false;
}
// Creating a map to count frequencies of each card
unordered_map<int, int> frequency;
for (int card : cards) {
frequency[card]++;
}
for (int card : cards) {
int firstCard = card;
// Locate the beginning of the straight
while (frequency[firstCard - 1]) {
firstCard--;
}
// Check for consecutive sequences from the located start
while (firstCard <= card) {
while (frequency[firstCard]) {
// Attempting to collect a sequence of length 'size'
for (int current = firstCard; current < firstCard + size; current++) {
if (!frequency[current]) {
return false;
}
frequency[current]--;
}
}
firstCard++;
}
}
return true;
}
};
This C++ solution is designed to check if an array of integers (cards
) can be arranged into groups where each group has a specific size
of strictly consecutive integers.
Follow these steps for understanding the method executed in the code:
Check if the total number of cards is divisible by the group size,
size
. If not, the method returns false immediately.Use an unordered map,
frequency
, to count the occurrences of each card. This prepares for grouping by tracking how many times each integer appears in the input vector.Iterate through the
cards
. For each card, identify the smallest consecutive integer that could start a valid group by decrementingfirstCard
if the previous number exists infrequency
.From the established starting point, check if a full group of consecutive cards of the required
size
can be formed. This is done by attempting to count down fromfrequency
for each card in the expected sequence. If a card required for a sequence is missing (frequency[current]
becomes zero), return false.If all potential starts lead to valid sequences where consecutive groups are successfully formed, the function returns true, indicating that the entire set of cards can indeed be divided into the desired groups.
This approach leverages both counting and mapping to efficiently determine the possibility of forming the required sequences, ensuring that cards are grouped only when appropriate consecutive groups can be made.
class Solution {
public boolean canDivideIntoSequences(int[] cards, int size) {
if (cards.length % size != 0) {
return false;
}
// Store each card count in a HashMap
HashMap<Integer, Integer> counts = new HashMap<>();
for (int card : cards) {
int currentCount = counts.getOrDefault(card, 0);
counts.put(card, currentCount + 1);
}
for (int card : cards) {
int minCard = card;
// Find the minimum card that starts a potential group
while (counts.getOrDefault(minCard - 1, 0) > 0) {
minCard--;
}
// Try to construct the groups starting from minCard
while (minCard <= card) {
while (counts.getOrDefault(minCard, 0) > 0) {
// Attempt to form a straight group of 'size' consecutive cards
for (
int sequenceCard = minCard;
sequenceCard < minCard + size;
sequenceCard++
) {
if (counts.getOrDefault(sequenceCard, 0) == 0) {
return false;
}
counts.put(sequenceCard, counts.get(sequenceCard) - 1);
}
}
minCard++;
}
}
return true;
}
}
The "Hand of Straights" problem involves determining whether a given array of integer cards can be partitioned into groups of consecutive sequences, where each group must have a specified number of cards (size
). This solution implements the necessary functionality in Java.
Use an early exit condition to check if the total number of cards is completely divisible by the specified group size. If it isn't, return
false
immediately.Initialize a
HashMap
to count the occurrences of each card value.Iterate over each card in the provided array, updating the count for each card in the
HashMap
.For constructing the groups, find the smallest card value that can possibly start a new sequence. This is determined by checking for the lowest card in sequence that has not yet been completely used up in a previous grouping.
Attempt to construct sequences, or straights, starting from this minimum card value and extending by the length determined by
size
.For each sequence, verify that there are enough cards available to complete the sequence. If any card in the sequence from
minCard
tominCard + size - 1
is missing or has been exhausted in the counts, the entire method returnsfalse
.If all sequences are successfully constructed with the available cards, the function concludes by returning
true
.
This solution fundamentally relies on mapping and also implementing a logical check for consecutive sequences within a mapped structure. Ensure consistent handling of card counts, and orderly checking of sequential group possibilities is essential for validating the card distribution according to the problem requirements.
class Solution:
def canFormGroups(self, cards: List[int], size: int) -> bool:
if len(cards) % size != 0:
return False
# Dictionary to count occurrences of each card
count_map = Counter(cards)
for card in sorted(cards):
# Identify the smallest card not fully used in a group
while count_map[card - 1] > 0:
card -= 1
# Begin at the lowest card and try forming groups
while card in count_map and count_map[card] > 0:
# Validate and decrement counts for the group
for c in range(card, card + size):
if count_map[c] == 0:
return False
count_map[c] -= 1
card += 1
return True
This Python solution checks if it's possible to rearrange a list of integers (cards
) into groups of consecutive numbers, each of size specified by size
. If the total number of cards isn't a multiple of the group size, it immediately returns False
since grouping is impossible.
Here's how the solution works:
- First, it checks if the total number of cards is divisible by the group size. If not, it returns
False
. - It utilizes a
Counter
from the collections library to store the frequency of each card. - The main logic iterates over the sorted list of cards. For each card, it attempts to find the lowest possible starting number of a consecutive sequence that hasn't been completely used in forming previous groups.
- For each potential starting number, it looks ahead 'size' cards to see if a valid group can be formed. If any card within this range is missing from
count_map
, it returnsFalse
as it is not possible to form a group. - If a valid group is formed from a starting card, it decrements the count of each card in that group from the
count_map
. - The code iterates until all possible groups are successfully formed or it comes across a group that cannot be formed.
The effectiveness of this solution relies on the ability to sort the cards and verify consecutive sequences, ensuring that all cards can be grouped without any remaining. If it successfully groups all cards, it returns True
. The use of a counter and sorting ensures that the groups are formed with the smallest numbers available first.
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