Я пытаюсь найти топ k наиболее часто встречающихся слов в CSV-файле.Исходный файл - csv, он содержит более 1 млн строк, поэтому я пропустил несколько этапов для фокусирования проблемной области.
До того как я решил пунктуацию, сделайте все строчными, чтобы в тестовом тексте были только слова и цифры, а когда я анализирую данные, я тоже пропускаю цифры.
Вот мой код: header ->
#pragma once
#include <iostream>
#include <fstream>
#include <string>
#include <assert.h>
#include <stdlib.h>
using namespace std;
struct sitecount
{
string name = " ";
int count = 0;
bool first_ten_rank = 0;
};
class site
{
private:
int size = 14717;
sitecount site_placement[14717];
sitecount* rankings[10];
public:
site();
site(string);
void add(string);
void sort_rank();
void check_ten(int);
void print_ten() const;
int getSize();
int find(string) const;
int dh(string, int) const;
int dhash1(string) const;
int dhash2(string) const;
};
cpp ->
site::site()
{}
int site::dh(string n, int i) const
{
return abs(dhash1(n) + i * dhash2(n)) % size;
}
int site::dhash1(string name) const
{
int site_res = 7;
for (int i = 0; i < name.length(); i++)
site_res = (site_res * 31 + name[i]) % 1000000;
return abs(site_res) % size;
}
int site::getSize()
{
return size;
}
int site::dhash2(string name) const
{
int site_res = 7;
for (int i = 0; i < name.length(); i++)
site_res = (site_res * 31 + name[i]) % 1000000;
return 1 + (abs(site_res) % (size - 1));
}
int site::find(string name) const
{
int i = 0;
int check_pl = dh(name, i);
while (site_placement[check_pl].count != 0 || i == size)
{
if (site_placement[check_pl].name == name)
return check_pl;
i++;
check_pl = dh(name, i);
}
return -1;
}
void site::add(string name)
{
int first_check = find(name);
if (first_check == -1)
{
int i = 0;
int place = dh(name, i);
while (site_placement[place].count != 0)
{
i += 1;
place = dh(name, i);
}
site_placement[place].name = name;
site_placement[place].count = 1;
check_ten(place);
}
else
{
site_placement[first_check].count++;
check_ten(first_check);
}
}
void site::check_ten(int place)
{
if (site_placement[place].first_ten_rank)
{
sort_rank();
return;
}
else if (rankings[0]->count > site_placement[place].count)
return;
rankings[0] = &site_placement[place];
site_placement[place].first_ten_rank = 1;
sort_rank();
}
void site::print_ten() const
{
cout << "RANKINGS" << "- - -" << "SITE" << "- - -" << "HIT" << endl;
for (int i = 9; i > -1; i--)
cout << 10 - i << "-)" << "- - -" << rankings[i]->name << "- - -" << rankings[i]->count << "- - -" << endl;
}
void site::sort_rank()
{
sitecount* temp;
for (int i = 1; i < 10; i++)
{
int j = i;
while (j > 0 && (rankings[j - 1]->count) > (rankings[j]->count))
{
temp = rankings[j];
rankings[j] = rankings[j - 1];
rankings[j - 1] = temp;
j--;
}
}
}
site::site(string file_name)
{
for (int i = 0; i < 10; i++)
rankings[i] = &site_placement[i];
ifstream a;
string s;
s.clear();
a.open(file_name.c_str());
assert(a.is_open() == 1 && "File could not be found");
string one, two, three, four, five, six, seven, eight, nine, zero;
one = "1"; two = "2"; three = "3"; four = "4"; five = "5";
six = "6"; seven ="7"; eight = "8"; nine = "9"; zero = "0";
while (a>>s ) {
if(!(s.length()==0)&& s.compare(one)&& s.compare(two)&& s.compare(three)&& s.compare(four)&& s.compare(five)
&& s.compare(six)&& s.compare(seven)&& s.compare(eight)&& s.compare(nine)&&s.compare(zero))
add(s);
}
a.close();
}
main --->
#include "site.h"
#include <time.h>
using namespace std;
int main()
{
const clock_t begin_time = clock();
site my_site("output.txt");
my_site.print_ten();
clock_t end_time2 = clock();
cout << "It took : " << end_time2 - begin_time << " milliseconds" << endl;
system("PAUSE");
return 0;
}
текстовый файл -> https://textuploader.com/d8xwi!
My results
1) love--31
2) kindle2--20
3) latex--10
4) tek--8
5) lt3--5
6) cool--4
7) lot--4
8) blah--3
9) card--3
10)favorite--2
True results
time 48
night 37
good 34
warner 34
love 31
museum 26
nike 26
im 26
gm 22
jquery 21
twitter 20
lebron 20
great 20
google 20
safeway 20
kindle2 20
hate 19
rt 19
today 19
watch 18
api 16
day 15
amp 15
atampt 15
work 14