Complete adding color to format
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06fb135526
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1bdfbd1620
@ -12,67 +12,154 @@ namespace platform {
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string do_grouping() const { return "\03"; }
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};
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lxw_format* ReportExcel::efectiveStyle(const string& style)
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{
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lxw_format* efectiveStyle;
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if (style == "") {
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efectiveStyle = NULL;
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} else {
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string suffix = row % 2 ? "_odd" : "_even";
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efectiveStyle = styles.at(style + suffix);
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}
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return efectiveStyle;
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}
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void ReportExcel::writeString(int row, int col, const string& text, const string& style)
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{
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lxw_format* efectiveStyle = style == "" ? NULL : styles[style];
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worksheet_write_string(worksheet, row, col, text.c_str(), efectiveStyle);
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worksheet_write_string(worksheet, row, col, text.c_str(), efectiveStyle(style));
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}
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void ReportExcel::writeInt(int row, int col, const int number, const string& style)
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{
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lxw_format* efectiveStyle = style == "" ? NULL : styles[style];
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worksheet_write_number(worksheet, row, col, number, efectiveStyle);
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worksheet_write_number(worksheet, row, col, number, efectiveStyle(style));
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}
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void ReportExcel::writeDouble(int row, int col, const double number, const string& style)
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{
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lxw_format* efectiveStyle = style == "" ? NULL : styles[style];
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worksheet_write_number(worksheet, row, col, number, efectiveStyle);
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worksheet_write_number(worksheet, row, col, number, efectiveStyle(style));
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}
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void ReportExcel::formatHeader()
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void ReportExcel::formatColumns()
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{
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worksheet_freeze_panes(worksheet, 8, 0);
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worksheet_freeze_panes(worksheet, 6, 1);
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vector<int> columns_sizes = { 22, 10, 9, 7, 12, 12, 12, 12, 12, 3, 14, 12, 50 };
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for (int i = 0; i < columns_sizes.size(); ++i) {
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worksheet_set_column(worksheet, i, i, columns_sizes.at(i), NULL);
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}
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}
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void ReportExcel::formatBody()
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void ReportExcel::addColor(lxw_format* style, bool odd)
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{
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uint32_t efectiveColor = odd ? colorEven : colorOdd;
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format_set_bg_color(style, lxw_color_t(efectiveColor));
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}
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void ReportExcel::formatFooter()
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void ReportExcel::createStyle(const string& name, lxw_format* style, bool odd)
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{
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addColor(style, odd);
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if (name == "textCentered") {
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format_set_align(style, LXW_ALIGN_CENTER);
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format_set_font_size(style, normalSize);
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format_set_border(style, LXW_BORDER_THIN);
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} else if (name == "text") {
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format_set_font_size(style, normalSize);
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format_set_border(style, LXW_BORDER_THIN);
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} else if (name == "bodyHeader") {
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format_set_bold(style);
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format_set_font_size(style, normalSize);
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format_set_align(style, LXW_ALIGN_VERTICAL_CENTER);
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format_set_align(style, LXW_ALIGN_CENTER);
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format_set_align(style, LXW_ALIGN_VERTICAL_CENTER);
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format_set_bg_color(style, lxw_color_t(colorTitle));
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} else if (name == "result") {
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format_set_font_size(style, normalSize);
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format_set_border(style, LXW_BORDER_THIN);
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format_set_num_format(style, "0.0000000");
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} else if (name == "time") {
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format_set_font_size(style, normalSize);
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format_set_border(style, LXW_BORDER_THIN);
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format_set_num_format(style, "#,##0.000000");
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} else if (name == "ints") {
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format_set_font_size(style, normalSize);
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format_set_num_format(style, "###,###");
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format_set_border(style, LXW_BORDER_THIN);
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} else if (name == "floats") {
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format_set_border(style, LXW_BORDER_THIN);
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format_set_font_size(style, normalSize);
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format_set_num_format(style, "#,###.00");
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}
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}
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void ReportExcel::createFormats()
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{
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lxw_format* bold = workbook_add_format(workbook);
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format_set_bold(bold);
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auto styleNames = { "text", "textCentered", "bodyHeader", "result", "time", "ints", "floats" };
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lxw_format* style;
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for (string name : styleNames) {
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lxw_format* style = workbook_add_format(workbook);
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style = workbook_add_format(workbook);
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createStyle(name, style, true);
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styles[name + "_odd"] = style;
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style = workbook_add_format(workbook);
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createStyle(name, style, false);
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styles[name + "_even"] = style;
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}
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lxw_format* result = workbook_add_format(workbook);
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format_set_num_format(result, "0.0000000");
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// Header 1st line
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lxw_format* headerFirst = workbook_add_format(workbook);
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format_set_bold(headerFirst);
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format_set_font_size(headerFirst, 18);
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format_set_align(headerFirst, LXW_ALIGN_CENTER);
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format_set_align(headerFirst, LXW_ALIGN_VERTICAL_CENTER);
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format_set_border(headerFirst, LXW_BORDER_THIN);
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format_set_bg_color(headerFirst, lxw_color_t(colorTitle));
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lxw_format* timeStyle = workbook_add_format(workbook);
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format_set_num_format(timeStyle, "#,##0.00");
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// Header rest
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lxw_format* headerRest = workbook_add_format(workbook);
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format_set_bold(headerRest);
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format_set_align(headerRest, LXW_ALIGN_CENTER);
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format_set_font_size(headerRest, 16);
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format_set_align(headerRest, LXW_ALIGN_VERTICAL_CENTER);
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format_set_border(headerRest, LXW_BORDER_THIN);
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format_set_bg_color(headerRest, lxw_color_t(colorOdd));
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lxw_format* ints = workbook_add_format(workbook);
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format_set_num_format(ints, "###,###");
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// Header small
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lxw_format* headerSmall = workbook_add_format(workbook);
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format_set_bold(headerSmall);
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format_set_align(headerSmall, LXW_ALIGN_LEFT);
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format_set_font_size(headerSmall, 12);
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format_set_border(headerSmall, LXW_BORDER_THIN);
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format_set_align(headerSmall, LXW_ALIGN_VERTICAL_CENTER);
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format_set_bg_color(headerSmall, lxw_color_t(colorOdd));
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lxw_format* floats = workbook_add_format(workbook);
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format_set_num_format(floats, "#,###.00");
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styles["headerFirst"] = headerFirst;
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styles["headerRest"] = headerRest;
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styles["headerSmall"] = headerSmall;
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}
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styles["bold"] = bold;
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styles["result"] = result;
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styles["time"] = timeStyle;
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styles["ints"] = ints;
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styles["floats"] = floats
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void ReportExcel::setProperties()
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{
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char line[data["title"].get<string>().size() + 1];
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strcpy(line, data["title"].get<string>().c_str());
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/* Create a properties structure and set some of the fields. */
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lxw_doc_properties properties = {
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.title = line,
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.subject = "Machine learning results",
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.author = "Ricardo Montañana Gómez",
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.manager = "Dr. J. A. Gámez, Dr. J. M. Puerta",
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.company = "UCLM",
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.comments = "Created with libxlsxwriter and c++",
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};
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/* Set the properties in the workbook. */
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workbook_set_properties(workbook, &properties);
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}
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void ReportExcel::createFile()
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{
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workbook = workbook_new((Paths::excel() + "some_results.xlsx").c_str());
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workbook = workbook_new((Paths::excel() + fileName).c_str());
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const string name = data["model"].get<string>();
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worksheet = workbook_add_worksheet(workbook, name.c_str());
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setProperties();
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createFormats();
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formatColumns();
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}
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void ReportExcel::closeFile()
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@ -86,35 +173,49 @@ namespace platform {
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locale::global(mylocale);
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cout.imbue(mylocale);
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stringstream oss;
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writeString(0, 0, "Report " + data["model"].get<string>() + " ver. " + data["version"].get<string>() + " with " +
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to_string(data["folds"].get<int>()) + " Folds cross validation and " + to_string(data["seeds"].size()) +
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" random seeds. " + data["date"].get<string>() + " " + data["time"].get<string>(), "bold");
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writeString(1, 0, data["title"].get<string>());
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writeString(2, 0, "Random seeds: " + fromVector("seeds") + " Stratified: " +
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(data["stratified"].get<bool>() ? "True" : "False"));
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oss << "Execution took " << setprecision(2) << fixed << data["duration"].get<float>() << " seconds, "
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<< data["duration"].get<float>() / 3600 << " hours, on " << data["platform"].get<string>();
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writeString(3, 0, oss.str());
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writeString(4, 0, "Score is " + data["score_name"].get<string>());
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formatHeader();
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string message = data["model"].get<string>() + " ver. " + data["version"].get<string>() +
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data["language"].get<string>() + " ver. " + data["language_version"].get<string>() +
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" with " + to_string(data["folds"].get<int>()) + " Folds cross validation and " + to_string(data["seeds"].size()) +
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" random seeds. " + data["date"].get<string>() + " " + data["time"].get<string>();
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worksheet_merge_range(worksheet, 0, 0, 0, 12, message.c_str(), styles["headerFirst"]);
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worksheet_merge_range(worksheet, 1, 0, 1, 12, data["title"].get<string>().c_str(), styles["headerRest"]);
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worksheet_merge_range(worksheet, 2, 0, 3, 0, ("Score is " + data["score_name"].get<string>()).c_str(), styles["headerRest"]);
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worksheet_merge_range(worksheet, 2, 1, 3, 3, "Execution time", styles["headerRest"]);
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oss << setprecision(2) << fixed << data["duration"].get<float>() << " s";
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worksheet_merge_range(worksheet, 2, 4, 2, 5, oss.str().c_str(), styles["headerRest"]);
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oss.str("");
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oss.clear();
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oss << setprecision(2) << fixed << data["duration"].get<float>() / 3600 << " h";
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worksheet_merge_range(worksheet, 3, 4, 3, 5, oss.str().c_str(), styles["headerRest"]);
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worksheet_merge_range(worksheet, 2, 6, 3, 7, "Platform", styles["headerRest"]);
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worksheet_merge_range(worksheet, 2, 8, 3, 9, data["platform"].get<string>().c_str(), styles["headerRest"]);
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worksheet_merge_range(worksheet, 2, 10, 2, 12, ("Random seeds: " + fromVector("seeds")).c_str(), styles["headerSmall"]);
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oss.str("");
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oss.clear();
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oss << "Stratified: " << (data["stratified"].get<bool>() ? "True" : "False");
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worksheet_merge_range(worksheet, 3, 10, 3, 11, oss.str().c_str(), styles["headerSmall"]);
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oss.str("");
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oss.clear();
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oss << "Discretized: " << (data["discretized"].get<bool>() ? "True" : "False");
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worksheet_write_string(worksheet, 3, 12, oss.str().c_str(), styles["headerSmall"]);
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}
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void ReportExcel::body()
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{
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auto head = vector<string>(
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{ "Dataset", "Samples", "Features", "Classes", "Nodes", "Edges", "States", "Score", "Score Std.", "Time",
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{ "Dataset", "Samples", "Features", "Classes", "Nodes", "Edges", "States", "Score", "Score Std.", "St.", "Time",
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"Time Std.", "Hyperparameters" });
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int col = 1;
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int col = 0;
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for (const auto& item : head) {
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writeString(8, col++, item);
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writeString(5, col++, item, "bodyHeader");
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}
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int row = 9;
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col = 1;
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row = 6;
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col = 0;
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json lastResult;
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double totalScore = 0.0;
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string hyperparameters;
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for (const auto& r : data["results"]) {
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writeString(row, col, r["dataset"].get<string>());
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writeString(row, col, r["dataset"].get<string>(), "text");
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writeInt(row, col + 1, r["samples"].get<int>(), "ints");
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writeInt(row, col + 2, r["features"].get<int>(), "ints");
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writeInt(row, col + 3, r["classes"].get<int>(), "ints");
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@ -123,8 +224,10 @@ namespace platform {
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writeDouble(row, col + 6, r["depth"].get<double>(), "floats");
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writeDouble(row, col + 7, r["score"].get<double>(), "result");
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writeDouble(row, col + 8, r["score_std"].get<double>(), "result");
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writeDouble(row, col + 9, r["time"].get<double>(), "time");
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writeDouble(row, col + 10, r["time_std"].get<double>(), "time");
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const string status = "X";
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writeString(row, col + 9, status, "textCentered");
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writeDouble(row, col + 10, r["time"].get<double>(), "time");
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writeDouble(row, col + 11, r["time_std"].get<double>(), "time");
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try {
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hyperparameters = r["hyperparameters"].get<string>();
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}
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@ -133,7 +236,7 @@ namespace platform {
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oss << r["hyperparameters"];
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hyperparameters = oss.str();
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}
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writeString(row, col + 11, hyperparameters);
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writeString(row, col + 12, hyperparameters, "text");
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lastResult = r;
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totalScore += r["score"].get<double>();
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row++;
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@ -150,16 +253,14 @@ namespace platform {
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} else {
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footer(totalScore, row);
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}
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formatBody();
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}
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void ReportExcel::footer(double totalScore, int row)
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{
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auto score = data["score_name"].get<string>();
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if (score == BestResult::scoreName()) {
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writeString(row + 2, 1, score + " compared to " + BestResult::title() + " .: ");
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writeDouble(row + 2, 7, totalScore / BestResult::score(), "result");
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worksheet_merge_range(worksheet, row + 2, 1, row + 2, 5, (score + " compared to " + BestResult::title() + " .:").c_str(), styles["text_even"]);
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writeDouble(row + 2, 6, totalScore / BestResult::score(), "result");
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}
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formatFooter();
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}
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}
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@ -12,23 +12,30 @@ namespace platform {
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public:
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explicit ReportExcel(json data_) : ReportBase(data_) { createFile(); };
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virtual ~ReportExcel() { closeFile(); };
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protected:
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private:
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void writeString(int row, int col, const string& text, const string& style = "");
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void writeInt(int row, int col, const int number, const string& style = "");
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void writeDouble(int row, int col, const double number, const string& style = "");
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void formatHeader();
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void formatBody();
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void formatFooter();
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void formatColumns();
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void createFormats();
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private: galeote
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void setProperties();
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void createFile();
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void closeFile();
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lxw_workbook* workbook;
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lxw_worksheet* worksheet;
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map<string, lxw_format*> styles;
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void header() override;
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void body() override;
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void footer(double totalScore, int row);
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void closeFile();
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lxw_workbook* workbook;
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lxw_worksheet* worksheet;
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map<string, lxw_format*> styles;
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int row = 0;
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int normalSize = 14; //font size for report body
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uint32_t colorTitle = 0xB1A0C7;
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uint32_t colorOdd = 0xDCE6F1;
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uint32_t colorEven = 0xFDE9D9;
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const string fileName = "some_results.xlsx";
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void header() override;
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void body() override;
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void footer(double totalScore, int row);
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void createStyle(const string& name, lxw_format* style, bool odd);
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void addColor(lxw_format* style, bool odd);
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lxw_format* efectiveStyle(const string& name);
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};
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};
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#endif // !REPORTEXCEL_H
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