Add list datasets and add locale format

This commit is contained in:
2023-08-19 19:05:16 +02:00
parent bafcb26bb6
commit 9972738deb
9 changed files with 190 additions and 46 deletions

57
src/Platform/list.cc Normal file
View File

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#include <iostream>
#include <locale>
#include "Paths.h"
#include "Colors.h"
#include "Datasets.h"
using namespace std;
const int BALANCE_LENGTH = 75;
struct separated : numpunct<char> {
char do_decimal_point() const { return ','; }
char do_thousands_sep() const { return '.'; }
string do_grouping() const { return "\03"; }
};
void outputBalance(const string& balance)
{
auto temp = string(balance);
while (temp.size() > BALANCE_LENGTH - 1) {
auto part = temp.substr(0, BALANCE_LENGTH);
cout << part << endl;
cout << setw(48) << " ";
temp = temp.substr(BALANCE_LENGTH);
}
cout << temp << endl;
}
int main(int argc, char** argv)
{
auto data = platform::Datasets(platform::Paths().datasets(), false);
locale mylocale(cout.getloc(), new separated);
locale::global(mylocale);
cout.imbue(mylocale);
cout << Colors::GREEN() << "Dataset Sampl. Feat. Cls. Balance" << endl;
string balanceBars = string(BALANCE_LENGTH, '=');
cout << "============================== ====== ===== === " << balanceBars << endl;
bool odd = true;
for (const auto& dataset : data.getNames()) {
auto color = odd ? Colors::CYAN() : Colors::BLUE();
cout << color << setw(30) << left << dataset << " ";
data.loadDataset(dataset);
auto nSamples = data.getNSamples(dataset);
cout << setw(6) << right << nSamples << " ";
cout << setw(5) << right << data.getFeatures(dataset).size() << " ";
cout << setw(3) << right << data.getNClasses(dataset) << " ";
stringstream oss;
string sep = "";
for (auto number : data.getClassesCounts(dataset)) {
oss << sep << setprecision(2) << fixed << (float)number / nSamples * 100.0 << "% (" << number << ")";
sep = " / ";
}
outputBalance(oss.str());
odd = !odd;
}
cout << Colors::RESET() << endl;
return 0;
}