Find All Anagrams In A String
To solve this coding challenge, we need to find all the start indices of the anagrams of string
within string
. An anagram of a string is formed by rearranging its letters, so for each substring of
with the length equal to
, we need to check if it is an anagram of
.
p
s
s
p
p
Explanation
-
Initial Checks
: We begin by checking if
or
sare empty, or if the length ofpis less than the length ofs. If any of these conditions is true, we return an empty list as it's not possible to have any anagrams.p -
Initial Setup
: We initialize an empty list to store the starting indices of the anagrams. We then count the occurrences of each character in
(using a dictionary or any other suitable data structure) and do the same for the first
pcharacters inlen(p) - 1.s -
Sliding Window
: We move a sliding window across
starting from
sto the end oflen(p) - 1. For each position of the window:s - Include the character at the current position in our count.
-
Compare the current window's character counts with
's character counts. If they match, it means we found an anagram starting at the calculated index.
p - Exclude the character that is no longer in the window from our count.
- Result Processing : Finally, return the list of starting indices where we found anagrams.
- Check for Empty Inputs :
-
If
or
sis empty orp, return an empty list because it is impossible to find any anagrams.len(s) < len(p) - Initialize Result and Counts :
-
Create an empty list
to store the starting indices of anagrams.
result -
Use a dictionary
to store the count of each character in
p_count.p -
Initialize a dictionary
to store the count of characters in the initial window of
s_count(firstscharacters).len(p) - 1 - Process Each Window :
-
Iterate from
to
len(p) - 1.len(s) -
Add the character at the current index to
.
s_count -
Compare
with
s_count. If they are equal, append the starting index of the window top_count.result -
Remove the character that exits the window from
.
s_count - Initial Checks :
-
If
is empty or
sis empty or the length ofpis less than the length ofs, return an empty list.p -
Populate
and Initial
p_count:s_count -
Calculate the frequency of each character in
and store it in
p.p_count -
For the initial window (
to
s[0]), calculate the frequency of each character and store it ins[len(p) - 2].s_count - Sliding Window Processing :
-
Loop over each character in the string
starting from the
sindex to the end.len(p) - 1 -
Add the current character to
.
s_count -
If the current window's character counts (
) match
s_count, store the starting index of this window in the result list.p_count -
Remove the character at the start of the previous window from
.
s_count
Detailed Steps
Step-by-Step Explanation
// Check for Empty Inputs
if s is empty or p is empty or length of s < length of p:
return empty list
// Initialize Result and Counts
p_count = frequency count of each character in p
s_count = frequency count of first len(p)-1 characters in s
initialize result as empty list
// Process Each Window
for i from len(p) - 1 to length of s - 1:
// Include current character in s_count
add 1 to s_count[character at index i in s]
// Compare counts
if p_count is equal to s_count:
append i - len(p) + 1 to result
// Remove character at start of previous window from s_count
decrease s_count[character at index i - len(p) + 1 in s] by 1
// If count becomes zero, remove the character from s_count
if s_count[character at index i - len(p) + 1 in s] is zero:
remove the character from s_count
// Return result
return result
This pseudocode provides a clear and detailed approach to solving the challenge while ensuring we explain each step thoroughly. It balances the logic needed to solve the problem with simplicity and clarity.