
Problem Statement
The aim here is to compress a given string word
utilizing a particular compression algorithm. Starting with an initially empty string comp
, the algorithm iteratively processes word
by performing the following operations:
- Identify and remove the leading segment (or prefix) from
word
that consists of only a single repeated characterc
. This segment should contain the character repeating up to a maximum of 9 times. - Append to
comp
the number of timesc
appears in the segment followed directly by the characterc
itself.
The process continues until there are no more characters left to remove in word
. The final output should be the string comp
, which contains the compressed version of word
according to the defined rules.
Examples
Example 1
Input:
word = "abcde"
Output:
"1a1b1c1d1e"
Explanation:
Initially, `comp = ""`. Apply the operation 5 times, choosing `"a"`, `"b"`, `"c"`, `"d"`, and `"e"` as the prefix in each operation. For each prefix, append `"1"` followed by the character to `comp`.
Example 2
Input:
word = "aaaaaaaaaaaaaabb"
Output:
"9a5a2b"
Explanation:
Initially, `comp = ""`. Apply the operation 3 times, choosing `"aaaaaaaaa"`, `"aaaaa"`, and `"bb"` as the prefix in each operation. * For prefix `"aaaaaaaaa"`, append `"9"` followed by `"a"` to `comp`. * For prefix `"aaaaa"`, append `"5"` followed by `"a"` to `comp`. * For prefix `"bb"`, append `"2"` followed by `"b"` to `comp`.
Constraints
1 <= word.length <= 2 * 105
word
consists only of lowercase English letters.
Approach and Intuition
This compression algorithm involves examining segments of the string word
, counting consecutive identical characters, and, depending on their count, encoding the segment into a shorter format. It combines repetition count and character sequences to achieve compression. The steps to achieve this compression can be described as follows:
Initialize an empty result string,
comp
.Traverse through the string
word
.- For each character, count how many times it repeats consecutively from the current position.
- Consider the repetition count; if it is more than 9, segment these into chunks of at most 9 (i.e., a count of 12 would result in two segments: one of 9 and another of 3).
- Append the count and the character (e.g., "9a") to the
comp
string. - Move the index forward by the repeat count of characters processed.
If a character does not repeat more than once consecutively or if it repeats less than 9 times consecutively, simply add the count and character to
comp
.Continue this until the end of the string is reached.
This compression technique is particularly effective in scenarios where there are long sequences of the same character. By directly encoding the repetition count and the character, substantial spaces can be saved compared to representing each occurrence of the character explicitly. Hence, the final string comp
gives a compact representation of the original string word
based on the specified algorithmic rules.
Solutions
- C++
- Java
- Python
class Solution {
public:
string encodeString(string inputStr) {
string encoded = "";
int index = 0;
while (index < inputStr.size()) {
int count = 0;
char charToEncode = inputStr[index];
while (index < inputStr.size() && count < 9 &&
inputStr[index] == charToEncode) {
count++;
index++;
}
encoded += to_string(count) + charToEncode;
}
return encoded;
}
};
The given C++ code defines a method encodeString
within a class Solution
. This method is designed to perform a basic string compression where consecutive characters in the input string are encoded as the number of occurrences followed by the character itself.
You start with initializing an empty string encoded
which eventually holds the compressed version of the input string. The process begins with an initial index set to zero. As you loop through inputStr
, you count the occurrences of each character until either the character changes, the count reaches 9, or the end of the string is reached.
The method includes:
- A
while
loop to iterate over theinputStr
. - A nested
while
loop to count continuous, identical characters without exceeding 9. - Inside the inner loop, characters are counted, and the index is incremented.
- After exiting the inner loop, the count and the character are concatenated to the
encoded
string.
Once all characters from the input string have been processed, the method returns the compressed string representation. The approach is efficient for long strings with repeated characters but ensures that the encoding does not exceed the character count of 9 for any sequence, shrinking larger sequences into multiple encoded segments if necessary.
class Solution {
public String encodeString(String inputStr) {
StringBuilder result = new StringBuilder();
int index = 0;
while (index < inputStr.length()) {
int count = 0;
char current = inputStr.charAt(index);
while (
index < inputStr.length() &&
count < 9 &&
inputStr.charAt(index) == current
) {
count++;
index++;
}
result.append(count).append(current);
}
return result.toString();
}
}
This Java solution addresses the problem of string compression, specifically designed to compress sequences of the same character found in a given string inputStr
.
The method encodeString(String inputStr)
is responsible for creating the compressed version of the input string. The process involves the following steps:
- Initialize a
StringBuilder
called result which is used to store the accumulating encoded string. - Use a
while
loop to traverse through each character of the input string, with anindex
initialized at 0. - Inside the loop, initialize
count
to 0 to represent the count of consecutive identical characters. - A
while
loop nested inside checks three conditions: theindex
must be within bounds of the input string, the count of consecutive characters is less than 9, and the current character at theindex
position matches the character held incurrent
. - During each iteration of the nested loop, increment the
count
andindex
. - Append the
count
and thecurrent
character to theStringBuilder
to form a part of the final encoded result. - Finally, convert the
StringBuilder
to a string and return it as the output.
This function compresses sequences of up to nine identical characters by listing the count followed by the character itself. For example, the string "aaaabbcccc" will be encoded as "4a2b3c". If an identical sequence has more than nine characters, it will start a new count for the same character beyond nine.
class Compressor:
def compress(self, input_string: str) -> str:
compressed = []
index = 0
while index < len(input_string):
count = 0
char = input_string[index]
while index < len(input_string) and count < 9 and input_string[index] == char:
count += 1
index += 1
compressed.append(str(count))
compressed.append(char)
return "".join(compressed)
The code provided is a Python class named Compressor
with a method compress
designed to compress a given string. The compression follows a specific pattern where consecutive characters are replaced with the count of their occurrence followed by the character itself, limiting the count to a maximum of 9.
Here's how the compression works:
- Initialize an empty list called
compressed
to store the compressed form of the string. - Set up an
index
variable to control the position in the input string during iteration. - Use a
while
loop to traverse through all characters in theinput_string
. - For each character, reset a
count
to zero and record thechar
at the currentindex
. - Use another
while
loop to count occurrences of the same character, making sure not to exceed 9 consecutive characters or to go beyond the string length. - Append the count (converted to string) and the character to the
compressed
list. - Continue to the next unique character in the input string.
Finally, join all elements in the compressed
list into a single string and return it.
This method effectively compresses strings by summarizing sections of repeated characters, making it useful for simple compression tasks where maximum compression isn't crucial but quick reductions are desired. Note that if a character repeats more than 9 times consecutively, it will be split into multiple groups of up to 9. This returns a compressed string that always alternates between a number (as a string) and a letter.
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