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Complete sheet with totals

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This commit is contained in:
Ricardo Montañana Gómez
2024-03-06 01:26:51 +01:00
parent 4f5f629124
commit 4eb08cd281
4 changed files with 142 additions and 11 deletions
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132
src/reports/ReportExcelCompared.cc
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@@ -2,20 +2,136 @@
namespace platform {
ReportExcelCompared::ReportExcelCompared(json& data_A, json& data_B) : data_A(data_A), data_B(data_B), workbook(NULL)
ReportExcelCompared::ReportExcelCompared(json& data_A, json& data_B) : data_A(data_A), data_B(data_B), ExcelFile(NULL, NULL)
{
ReportExcel report(data_A, false, workbook);
workbook = report.getWorkbook();
report.show();
report = ReportExcel(data_B, false, workbook);
report.show();
}
ReportExcelCompared::~ReportExcelCompared()
{
workbook_close(workbook);
if (workbook)
workbook_close(workbook);
}
void ReportExcelCompared::report()
{
// Create a new workbook and add the two worksheets A & B
workbook = workbook_new((Paths::excel() + Paths::excelResults()).c_str());
worksheet = workbook_add_worksheet(workbook, "A");
createFormats();
ReportExcel report(data_A, false, workbook, worksheet);
workbook = report.getWorkbook();
report.show();
worksheet = workbook_add_worksheet(workbook, "B");
report = ReportExcel(data_B, false, workbook, worksheet);
report.show();
// Add the comparison worksheet
worksheet = workbook_add_worksheet(workbook, "Comparison");
header();
body();
}
void ReportExcelCompared::header()
{
worksheet_merge_range(worksheet, 0, 0, 0, 20, "Compare Results A & B", styles["headerFirst"]);
}
double diff(double a, double b)
{
return (a - b) / b;
}
void ReportExcelCompared::body()
{
// Body Header
auto sizes = std::vector<int>({ 22, 10, 9, 7, 12, 12, 9, 12, 12, 9, 12, 12, 9, 12, 12, 9, 15, 15, 9, 15, 15 });
auto head_a = std::vector<std::string>({ "Dataset", "Samples", "Features", "Classes" });
auto head_b = std::vector<std::string>({ "Nodes", "Edges", "States", "Score", "Time" });
int headerRow = 3;
int col = 0;
for (const auto& item : head_a) {
worksheet_merge_range(worksheet, headerRow, col, headerRow + 1, col, item.c_str(), styles["bodyHeader_even"]);
col++;
}
for (const auto& item : head_b) {
worksheet_merge_range(worksheet, headerRow, col, headerRow, col + 2, item.c_str(), styles["bodyHeader_even"]);
writeString(headerRow + 1, col, "A", "bodyHeader");
writeString(headerRow + 1, col + 1, "B", "bodyHeader");
writeString(headerRow + 1, col + 2, "Δ", "bodyHeader");
col += 3;
}
worksheet_merge_range(worksheet, headerRow, col, headerRow, col + 1, "Hyperparameters", styles["bodyHeader_even"]);
int hypCol = col;
writeString(headerRow + 1, hypCol, "A", "bodyHeader");
writeString(headerRow + 1, hypCol + 1, "B", "bodyHeader");
col = 0;
for (const auto size : sizes) {
worksheet_set_column(worksheet, col, col, size, NULL);
col++;
}
// Body Data
row = headerRow + 2;
col = 0;
int hypSize_A = 15;
int hypSize_B = 15;
auto compared = std::vector<std::string>({ "nodes", "leaves", "depth", "score", "time" });
auto compared_data = std::vector<double>(compared.size(), 0.0);
auto totals_A = std::vector<double>(compared.size(), 0.0);
auto totals_B = std::vector<double>(compared.size(), 0.0);
std::string hyperparameters;
for (int i = 0; i < data_A["results"].size(); i++) {
const auto& r_A = data_A["results"][i];
const auto& r_B = data_B["results"][i];
for (int j = 0; j < compared.size(); j++) {
auto key = compared[j];
compared_data[j] = diff(r_A[key].get<double>(), r_B[key].get<double>());
totals_A[j] += r_A[key].get<double>();
totals_B[j] += r_B[key].get<double>();
}
// transform(compared.begin(), compared.end(), compared_data.begin(), [&](const std::string& key) {
// return diff(r_A[key].get<double>(), r_B[key].get<double>());
// });
writeString(row, col, r_A["dataset"].get<std::string>(), "text");
writeInt(row, col + 1, r_A["samples"].get<int>(), "ints");
writeInt(row, col + 2, r_A["features"].get<int>(), "ints");
writeInt(row, col + 3, r_A["classes"].get<int>(), "ints");
writeDouble(row, col + 4, r_A["nodes"].get<float>(), "floats");
writeDouble(row, col + 5, r_B["nodes"].get<float>(), "floats");
writeDouble(row, col + 6, compared_data[0], "percentage");
writeDouble(row, col + 7, r_A["leaves"].get<float>(), "floats");
writeDouble(row, col + 8, r_B["leaves"].get<float>(), "floats");
writeDouble(row, col + 9, compared_data[1], "percentage");
writeDouble(row, col + 10, r_A["depth"].get<double>(), "floats");
writeDouble(row, col + 11, r_B["depth"].get<double>(), "floats");
writeDouble(row, col + 12, compared_data[2], "percentage");
writeDouble(row, col + 13, r_A["score"].get<double>(), "result");
writeDouble(row, col + 14, r_B["score"].get<double>(), "result");
writeDouble(row, col + 15, compared_data[3], "percentage");
writeDouble(row, col + 16, r_A["time"].get<double>(), "time");
writeDouble(row, col + 17, r_B["time"].get<double>(), "time");
writeDouble(row, col + 18, compared_data[4], "percentage");
hyperparameters = r_A["hyperparameters"].dump();
if (hyperparameters.size() > hypSize_A) {
hypSize_A = hyperparameters.size();
}
writeString(row, hypCol, hyperparameters, "text");
hyperparameters = r_B["hyperparameters"].dump();
if (hyperparameters.size() > hypSize_B) {
hypSize_B = hyperparameters.size();
}
writeString(row, hypCol + 1, hyperparameters, "text");
row++;
}
// Set the right column width of hyperparameters with the maximum length
worksheet_set_column(worksheet, hypCol, hypCol, hypSize_A + 5, NULL);
worksheet_set_column(worksheet, hypCol + 1, hypCol + 1, hypSize_B + 5, NULL);
// Show totals if only one dataset is present in the result
footer(totals_A, totals_B, row);
}
void ReportExcelCompared::footer(std::vector<double>& totals_A, std::vector<double>& totals_B, int row)
{
worksheet_merge_range(worksheet, row, 0, row, 3, "Total", styles["bodyHeader_even"]);
auto formats = std::vector<std::string>({ "floats", "floats", "floats", "result", "result" });
int col = 4;
for (int i = 0; i < totals_A.size(); i++) {
writeDouble(row, col, totals_A[i], formats[i]);
writeDouble(row, col + 1, totals_B[i], formats[i]);
writeDouble(row, col + 2, diff(totals_A[i], totals_B[i]), "percentage");
col += 3;
}
}
}