I'm a bit lost here, some help is welcomed. The idea is to find a matching substring from a list of strings. It doesn't has to be perfect. Let's explain this with an example :
"Country_Name" "Country_Id" "Rankcountry" "ThisWillNotMatch"
Would return "country"
It has to be something efficient, as a 'brute force' algo looks a bit scary.
Not sure if it is "efficient" or considered brute force... I leave that up to others to judge.
In case of case insensitive, perform a toLowercase operation on each input string first.
open System.Collections.Generic
let input = ["Country_Name"; "Country_id"; "RankCountry"; "ThisWillNotMatch"; ]
let rec getAllStrides text =
let length = String.length text
match length with
| 0 -> []
| 1 -> [text]
| _ -> [ for i = 1 to length do yield text.Substring(0, i ) ] @ getAllStrides (text.Substring(1))
type HashTable = System.Collections.Generic.Dictionary<string,int>
let update (ht : HashTable) strides =
List.iter (fun s ->
if ht.ContainsKey(s) then ht.[s] <- ht.[s] + 1 else ht.Add( s, 1 )
) strides
let computeStrideFrequencies input =
let ht = new HashTable()
input |> List.iter (fun i -> update ht (getAllStrides i) )
ht
let solve input =
let theBest = input |> computeStrideFrequencies |> Seq.maxBy (fun (KeyValue(k,v)) -> k.Length * v)
theBest.Key
solve input;;
val it : string = "Country"
Inspired by Jon Bentley's "Algorithm Alley" column in Dr. Dobb's.
Build an index of every suffix. Sorting the index brings common substrings together. Walk the sorted index comparing adjacent substrings, and you can easily find the longest one (or the most common one).
#include <algorithm>
#include <cstddef>
#include <iostream>
#include <string>
#include <vector>
std::size_t LengthInCommon(const char *left, const char *right) {
std::size_t length_of_match = 0;
while (*left == *right && *left != '\0') {
++length_of_match;
++left;
++right;
}
return length_of_match;
}
std::string FindLongestMatchingSubstring(const std::vector<std::string> &strings) {
// Build an index with a pointer to each possible suffix in the array. O(n)
std::vector<const char *> index;
for (const auto &s : strings) {
for (const auto &suffix : s) {
index.push_back(&suffix);
}
}
// Sort the index using the underlying substrings. O(n log_2 n)
std::sort(index.begin(), index.end(), [](const char *left, const char *right) {
return std::strcmp(left, right) < 0;
});
// Common strings will now be adjacent to each other in the index.
// Walk the index to find the longest matching substring.
// O(n * m) where m is average matching length of two adjacent strings.
std::size_t length_of_longest_match = 0;
std::string match;
for (std::size_t i = 1; i < index.size(); ++i) {
const char *left = index[i - 1];
const char *right = index[i];
std::size_t length_of_match = LengthInCommon(left, right);
if (length_of_longest_match < length_of_match) {
length_of_longest_match = length_of_match;
match.assign(index[i], index[i] + length_of_longest_match);
}
}
return match;
}
int main () {
std::vector<std::string> strings;
strings.push_back("Country_Name");
strings.push_back("Country_id");
strings.push_back("RankCountry");
strings.push_back("ThisWillNotMatch");
std::cout << FindLongestMatchingSubstring(strings) << std::endl;
return 0;
}
Prints:
Country_
I still don't understand why "c" cannot be an answer. I guess you prefer longer strings. Need to get your optimization function straight!
In any case, you can solve this with Tries. Create a Trie for each string. make count 1 for each node. And merge all tries by summing up the counts. This way you get all substrings and their counts. Now, use your optimization function to pick the optimal one.
