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Complete Excel Report with data

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This commit is contained in:
Ricardo Montañana Gómez 2023-08-22 11:55:15 +02:00
parent d2da0ddb88
commit c59dd30e53
Signed by: rmontanana
GPG Key ID: 46064262FD9A7ADE
7 changed files with 85 additions and 53 deletions
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1
src/Platform/Paths.h
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@ -6,6 +6,7 @@ namespace platform {
public:
static std::string datasets() { return "datasets/"; }
static std::string results() { return "results/"; }
static std::string excel() { return "excel/"; }
};
}
#endif

1
src/Platform/ReportBase.cc
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@ -33,6 +33,5 @@ namespace platform {
{
header();
body();
footer();
}
}

2
src/Platform/ReportBase.h
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@ -14,12 +14,10 @@ namespace platform {
void show();
protected:
json data;
double totalScore; // Total score of all results in a report
string fromVector(const string& key);
string fVector(const string& title, const json& data, const int width, const int precision);
virtual void header() = 0;
virtual void body() = 0;
virtual void footer() = 0;
};
};
#endif

7
src/Platform/ReportConsole.cc
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@ -10,6 +10,7 @@ namespace platform {
char do_thousands_sep() const { return '.'; }
string do_grouping() const { return "\03"; }
};
string ReportConsole::headerLine(const string& text)
{
int n = MAXL - text.length() - 3;
@ -38,7 +39,7 @@ namespace platform {
cout << Colors::GREEN() << "Dataset Sampl. Feat. Cls Nodes Edges States Score Time Hyperparameters" << endl;
cout << "============================== ====== ===== === ========= ========= ========= =============== ================== ===============" << endl;
json lastResult;
totalScore = 0;
double totalScore = 0.0;
bool odd = true;
for (const auto& r : data["results"]) {
auto color = odd ? Colors::CYAN() : Colors::BLUE();
@ -69,9 +70,11 @@ namespace platform {
cout << headerLine(fVector("Train times: ", lastResult["times_train"], 10, 3));
cout << headerLine(fVector("Test times: ", lastResult["times_test"], 10, 3));
cout << string(MAXL, '*') << endl;
} else {
footer(totalScore);
}
}
void ReportConsole::footer()
void ReportConsole::footer(double totalScore)
{
cout << Colors::MAGENTA() << string(MAXL, '*') << endl;
auto score = data["score_name"].get<string>();

2
src/Platform/ReportConsole.h
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@ -16,7 +16,7 @@ namespace platform {
string headerLine(const string& text);
void header() override;
void body() override;
void footer() override;
void footer(double totalScore);
};
};
#endif

112
src/Platform/ReportExcel.cc
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@ -7,79 +7,103 @@
namespace platform {
struct separated : numpunct<char> {
char do_decimal_point() const { return ','; }
char do_thousands_sep() const { return '.'; }
string do_grouping() const { return "\03"; }
};
string headerLine(const string& text)
void ReportExcel::createFile()
{
int n = MAXLL - text.length() - 3;
n = n < 0 ? 0 : n;
return "* " + text + string(n, ' ') + "*\n";
doc.create(Paths::excel() + "some_results.xlsx");
wks = doc.workbook().worksheet("Sheet1");
wks.setName(data["model"].get<string>());
}
void ReportExcel::closeFile()
{
doc.save();
doc.close();
}
void ReportExcel::header()
{
locale mylocale(cout.getloc(), new separated);
locale::global(mylocale);
cout.imbue(mylocale);
stringstream oss;
cout << Colors::MAGENTA() << string(MAXLL, '*') << endl;
cout << headerLine("Report " + data["model"].get<string>() + " ver. " + data["version"].get<string>() + " with " + to_string(data["folds"].get<int>()) + " Folds cross validation and " + to_string(data["seeds"].size()) + " random seeds. " + data["date"].get<string>() + " " + data["time"].get<string>());
cout << headerLine(data["title"].get<string>());
cout << headerLine("Random seeds: " + fromVector("seeds") + " Stratified: " + (data["stratified"].get<bool>() ? "True" : "False"));
oss << "Execution took " << setprecision(2) << fixed << data["duration"].get<float>() << " seconds, " << data["duration"].get<float>() / 3600 << " hours, on " << data["platform"].get<string>();
cout << headerLine(oss.str());
cout << headerLine("Score is " + data["score_name"].get<string>());
cout << string(MAXLL, '*') << endl;
cout << endl;
wks.cell("A1").value().set(
"Report " + data["model"].get<string>() + " ver. " + data["version"].get<string>() + " with " +
to_string(data["folds"].get<int>()) + " Folds cross validation and " + to_string(data["seeds"].size()) +
" random seeds. " + data["date"].get<string>() + " " + data["time"].get<string>());
wks.cell("A2").value() = data["title"].get<string>();
wks.cell("A3").value() = "Random seeds: " + fromVector("seeds") + " Stratified: " +
(data["stratified"].get<bool>() ? "True" : "False");
oss << "Execution took " << setprecision(2) << fixed << data["duration"].get<float>() << " seconds, "
<< data["duration"].get<float>() / 3600 << " hours, on " << data["platform"].get<string>();
wks.cell("A4").value() = oss.str();
wks.cell("A5").value() = "Score is " + data["score_name"].get<string>();
}
void ReportExcel::body()
{
cout << Colors::GREEN() << "Dataset Sampl. Feat. Cls Nodes Edges States Score Time Hyperparameters" << endl;
cout << "============================== ====== ===== === ========= ========= ========= =============== ================== ===============" << endl;
auto header = vector<string>(
{ "Dataset", "Samples", "Features", "Classes", "Nodes", "Edges", "States", "Score", "Score Std.", "Time",
"Time Std.", "Hyperparameters" });
int col = 1;
for (const auto& item : header) {
wks.cell(8, col++).value() = item;
}
int row = 9;
col = 1;
json lastResult;
totalScore = 0;
bool odd = true;
double totalScore = 0.0;
string hyperparameters;
for (const auto& r : data["results"]) {
auto color = odd ? Colors::CYAN() : Colors::BLUE();
cout << color << setw(30) << left << r["dataset"].get<string>() << " ";
cout << setw(6) << right << r["samples"].get<int>() << " ";
cout << setw(5) << right << r["features"].get<int>() << " ";
cout << setw(3) << right << r["classes"].get<int>() << " ";
cout << setw(9) << setprecision(2) << fixed << r["nodes"].get<float>() << " ";
cout << setw(9) << setprecision(2) << fixed << r["leaves"].get<float>() << " ";
cout << setw(9) << setprecision(2) << fixed << r["depth"].get<float>() << " ";
cout << setw(8) << right << setprecision(6) << fixed << r["score"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["score_std"].get<double>() << " ";
cout << setw(11) << right << setprecision(6) << fixed << r["time"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["time_std"].get<double>() << " ";
wks.cell(row, col).value() = r["dataset"].get<string>();
wks.cell(row, col + 1).value() = r["samples"].get<int>();
wks.cell(row, col + 2).value() = r["features"].get<int>();
wks.cell(row, col + 3).value() = r["classes"].get<int>();
wks.cell(row, col + 4).value() = r["nodes"].get<float>();
wks.cell(row, col + 5).value() = r["leaves"].get<float>();
wks.cell(row, col + 6).value() = r["depth"].get<float>();
wks.cell(row, col + 7).value() = r["score"].get<double>();
wks.cell(row, col + 8).value() = r["score_std"].get<double>();
wks.cell(row, col + 9).value() = r["time"].get<double>();
wks.cell(row, col + 10).value() = r["time_std"].get<double>();
try {
cout << r["hyperparameters"].get<string>();
hyperparameters = r["hyperparameters"].get<string>();
}
catch (const exception& err) {
cout << r["hyperparameters"];
stringstream oss;
oss << r["hyperparameters"];
hyperparameters = oss.str();
}
cout << endl;
wks.cell(row, col + 11).value() = hyperparameters;
lastResult = r;
totalScore += r["score"].get<double>();
odd = !odd;
row++;
}
if (data["results"].size() == 1) {
cout << string(MAXLL, '*') << endl;
cout << headerLine(fVector("Train scores: ", lastResult["scores_train"], 14, 12));
cout << headerLine(fVector("Test scores: ", lastResult["scores_test"], 14, 12));
cout << headerLine(fVector("Train times: ", lastResult["times_train"], 10, 3));
cout << headerLine(fVector("Test times: ", lastResult["times_test"], 10, 3));
cout << string(MAXLL, '*') << endl;
for (const string& group : { "scores_train", "scores_test", "times_train", "times_test" }) {
row++;
col = 1;
wks.cell(row, col).value() = group;
for (double item : lastResult[group]) {
wks.cell(row, ++col).value() = item;
}
}
} else {
footer(totalScore, row);
}
}
void ReportExcel::footer()
void ReportExcel::footer(double totalScore, int row)
{
cout << Colors::MAGENTA() << string(MAXLL, '*') << endl;
auto score = data["score_name"].get<string>();
if (score == BestResult::scoreName()) {
stringstream oss;
oss << score << " compared to " << BestResult::title() << " .: " << totalScore / BestResult::score();
cout << headerLine(oss.str());
wks.cell(row + 2, 1).value() = score + " compared to " + BestResult::title() + " .: ";
wks.cell(row + 2, 5).value() = totalScore / BestResult::score();
}
cout << string(MAXLL, '*') << endl << Colors::RESET();
}
}

13
src/Platform/ReportExcel.h
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@ -1,18 +1,25 @@
#ifndef REPORTEXCEL_H
#define REPORTEXCEL_H
#include <OpenXLSX.hpp>
#include "ReportBase.h"
#include "Paths.h"
#include "Colors.h"
namespace platform {
using namespace std;
using namespace OpenXLSX;
const int MAXLL = 128;
class ReportExcel : public ReportBase{
public:
explicit ReportExcel(json data_) : ReportBase(data_) {};
virtual ~ReportExcel() = default;
explicit ReportExcel(json data_) : ReportBase(data_) {createFile();};
virtual ~ReportExcel() {closeFile();};
private:
void createFile();
void closeFile();
XLDocument doc;
XLWorksheet wks;
void header() override;
void body() override;
void footer() override;
void footer(double totalScore, int row);
};
};
#endif // !REPORTEXCEL_H