#include <stdlib.h>
#include <stdio.h>
#include <iostream>
#include "grader.h"
#include "lang.h"
#include <map>
#include <set>
#include <vector>
using namespace std;
#define SZ 100
map<int, int> uniq_letter_to_lang;
map<int, int> uniq_digraph_to_lang;
map<long, int> uniq_trigraph_to_lang;
map<long, int> uniq_quatgraph_to_lang;
map<vector<int>, int> uniq_word_to_lang;
int lang_to_letter_to_frequency[56][65536];
int letter_to_text_frequency[65536];
int most_frequent_letter = -1;
double norm_f[56];
int get_digraph(int* E){
   return E[0] * 65536 + E[1];
}
long get_trigraph(int* E){
   return E[0] * 65536L * 65536L + E[1] * 65536L + E[2];
}
long get_quatgraph(int* E){
   return E[0] * 65536L * 65536L * 65536L + E[1] * 65536L * 65536L + E[2] * 65536L + E[3];
}
double norm(map<int, int>& m){
   double w = 0;
   for(auto ite : m){
      w += ite.second * ite.second;
   }
   return w;
}
double get_dot_product(map<int, int>& a, int b){
   double dot_product = 0.;
   for(auto &ite : a){
      dot_product += ite.second * lang_to_letter_to_frequency[b][ite.first];
   }
   dot_product /= norm(a) * norm_f[b];
   return dot_product;
}
int test_cases = 0;
void excerpt(int *E) {
   if(test_cases == 0){
      for(int i = 0; i < 56; i++){
         norm_f[i] = 0.;
         for(int j = 0; j < 65536; j++){
            lang_to_letter_to_frequency[i][j] = 0;
         }
      }
      for(int j = 0; j < 65536; j++){
         letter_to_text_frequency[j] = 0;
      }
   }
   test_cases++;
   int languages_to_unique_letters_shared[56];
   int languages_to_unique_digraphs_shared[56];
   int languages_to_unique_trigraphs_shared[56];
   int languages_to_unique_quatgraphs_shared[56];
   int languages_to_unique_words_shared[56];
   for(int i = 0; i < 56; i++){
      languages_to_unique_letters_shared[i] =
         languages_to_unique_digraphs_shared[i] =
         languages_to_unique_trigraphs_shared[i] =
         languages_to_unique_quatgraphs_shared[i] =
         languages_to_unique_words_shared[i] = 0;
   }
   vector<vector<int>> words;
   vector<int> curr_word;
   for(int i = 0; i <= SZ; i++){
      if(i == SZ or E[i] == most_frequent_letter){
         words.push_back(curr_word);
         curr_word.clear();
         continue;
      }
      curr_word.push_back(E[i]);
   }
   for(int i = 0; i < SZ; i++){
      auto ite = uniq_letter_to_lang.find(E[i]);
      if(ite == uniq_letter_to_lang.end() or ite->second == -1){
         continue;
      }
      languages_to_unique_letters_shared[ite->second]++;
   }
   for(int i = 0; i < SZ - 1; i++){
      auto ite = uniq_digraph_to_lang.find(get_digraph(&E[i]));
      if(ite == uniq_digraph_to_lang.end() or ite->second == -1){
         continue;
      }
      languages_to_unique_digraphs_shared[ite->second]++;
   }
   for(int i = 0; i < SZ - 2; i++){
      auto ite = uniq_trigraph_to_lang.find(get_trigraph(&E[i]));
      if(ite == uniq_trigraph_to_lang.end() or ite->second == -1){
         continue;
      }
      languages_to_unique_trigraphs_shared[ite->second]++;
   }
   for(int i = 0; i < SZ - 3; i++){
      auto ite = uniq_quatgraph_to_lang.find(get_quatgraph(&E[i]));
      if(ite == uniq_quatgraph_to_lang.end() or ite->second == -1){
         continue;
      }
      languages_to_unique_quatgraphs_shared[ite->second]++;
   }
   map<int, int> letter_to_text_frequency;
   for(int i = 0; i < SZ; i++){
      letter_to_text_frequency[E[i]]++;
   }
   for(vector<int>& word : words){
      auto ite = uniq_word_to_lang.find(word);
      if(ite == uniq_word_to_lang.end() or ite->second == -1){
         continue;
      }
      languages_to_unique_words_shared[ite->second]++;
   }
   int best_lang = 0;
   double best_score = -1.;
   for(int i = 0; i < 56; i++){
      int uniq_letter_score = languages_to_unique_letters_shared[i];
      int uniq_digraph_score = languages_to_unique_digraphs_shared[i];
      int uniq_trigraph_score = languages_to_unique_trigraphs_shared[i];
      int uniq_quatgraph_score = languages_to_unique_quatgraphs_shared[i];
      int uniq_word_score = languages_to_unique_words_shared[i];
      double dot_product = get_dot_product(letter_to_text_frequency, i);
      double curr_score = (
         uniq_letter_score / 100. +
         uniq_digraph_score / 99. +
         uniq_trigraph_score / 98. +
         uniq_quatgraph_score / 97. +
         dot_product +
         ((double) uniq_word_score) / words.size() / 32
      );
      if(best_score < curr_score){
         best_lang = i;
         best_score = curr_score;
      }
   }
   int resp = language(best_lang);
   for(int i = 0; i < SZ; i++){
      auto ite = uniq_letter_to_lang.find(E[i]);
      if(ite == uniq_letter_to_lang.end()){
         uniq_letter_to_lang[E[i]] = resp;
         continue;
      } else if(ite->second != resp){
         ite->second = -1;
      }
   }
   for(int i = 0; i < SZ - 1; i++){
      auto ite = uniq_digraph_to_lang.find(get_digraph(&E[i]));
      if(ite == uniq_digraph_to_lang.end()){
         uniq_digraph_to_lang[get_digraph(&E[i])] = resp;
         continue;
      } else if(ite->second != resp){
         ite->second = -1;
      }
   }
   for(int i = 0; i < SZ - 2; i++){
      auto ite = uniq_trigraph_to_lang.find(get_trigraph(&E[i]));
      if(ite == uniq_trigraph_to_lang.end()){
         uniq_trigraph_to_lang[get_trigraph(&E[i])] = resp;
         continue;
      } else if(ite->second != resp){
         ite->second = -1;
      }
   }
   for(int i = 0; i < SZ - 3; i++){
      auto ite = uniq_quatgraph_to_lang.find(get_quatgraph(&E[i]));
      if(ite == uniq_quatgraph_to_lang.end()){
         uniq_quatgraph_to_lang[get_quatgraph(&E[i])] = resp;
         continue;
      } else if(ite->second != resp){
         ite->second = -1;
      }
   }
   for(int i = 0; i < SZ; i++){
      norm_f[resp] -= lang_to_letter_to_frequency[resp][E[i]] * lang_to_letter_to_frequency[resp][E[i]];
      lang_to_letter_to_frequency[resp][E[i]]++;
      norm_f[resp] += lang_to_letter_to_frequency[resp][E[i]] * lang_to_letter_to_frequency[resp][E[i]];
   }
   set<int> distinct_letters;
   for(int i = 0; i < SZ; i++){
      distinct_letters.insert(E[i]);
   }
   for(int letter : distinct_letters){
      letter_to_text_frequency[letter]++;
      if(most_frequent_letter == -1 or letter_to_text_frequency[most_frequent_letter] < letter_to_text_frequency[letter]){
         most_frequent_letter = letter;
         uniq_word_to_lang.clear();
         words.clear();
      }
   }
   for(vector<int>& word : words){
      auto ite = uniq_word_to_lang.find(word);
      if(ite == uniq_word_to_lang.end()){
         uniq_word_to_lang[word] = resp;
         continue;
      } else if(ite->second != resp){
         ite->second = -1;
      }
   }
}
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| # | Verdict  | Execution time | Memory | Grader output | 
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