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5 changed files with 39 additions and 35 deletions

View File

@@ -22,6 +22,27 @@ namespace platform {
colorOdd = 0xDCE6F1;
colorEven = 0xFDE9D9;
}
lxw_worksheet* ExcelFile::createWorksheet(const std::string& name)
{
lxw_worksheet* sheet;
std::string suffix = "";
std::string efectiveName;
int num = 1;
// Create a sheet with the name of the model
while (true) {
efectiveName = name + suffix;
if (workbook_get_worksheet_by_name(workbook, efectiveName.c_str())) {
suffix = std::to_string(++num);
} else {
sheet = workbook_add_worksheet(workbook, efectiveName.c_str());
break;
}
if (num > 100) {
throw std::invalid_argument("Couldn't create sheet " + efectiveName);
}
}
return sheet;
}
lxw_workbook* ExcelFile::getWorkbook()
{
@@ -75,7 +96,7 @@ namespace platform {
}
void ExcelFile::boldGreen()
{
boldFontColor(0x00FF00);
boldFontColor(0x009900);
}
void ExcelFile::boldRed()
{

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@@ -24,6 +24,7 @@ namespace platform {
void boldBlue(); //set blue color for the bold styles
void boldGreen(); //set green color for the bold styles
void createStyle(const std::string& name, lxw_format* style, bool odd);
lxw_worksheet* createWorksheet(const std::string& name);
void addColor(lxw_format* style, bool odd);
lxw_format* efectiveStyle(const std::string& name);
lxw_workbook* workbook;

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@@ -17,26 +17,7 @@ namespace platform {
worksheet_set_column(worksheet, i, i, columns_sizes.at(i), NULL);
}
}
void ReportExcel::createWorksheet()
{
const std::string name = data["model"].get<std::string>();
std::string suffix = "";
std::string efectiveName;
int num = 1;
// Create a sheet with the name of the model
while (true) {
efectiveName = name + suffix;
if (workbook_get_worksheet_by_name(workbook, efectiveName.c_str())) {
suffix = std::to_string(++num);
} else {
worksheet = workbook_add_worksheet(workbook, efectiveName.c_str());
break;
}
if (num > 100) {
throw std::invalid_argument("Couldn't create sheet " + efectiveName);
}
}
}
void ReportExcel::createFile()
{
@@ -44,7 +25,8 @@ namespace platform {
workbook = workbook_new((Paths::excel() + Paths::excelResults()).c_str());
}
if (worksheet == NULL) {
createWorksheet();
const std::string name = data["model"].get<std::string>();
worksheet = createWorksheet(name);
}
setProperties(data["title"].get<std::string>());
formatColumns();
@@ -209,14 +191,14 @@ namespace platform {
}
void ReportExcel::create_classification_report(const json& result)
{
auto matrix_sheet = workbook_add_worksheet(workbook, "classif_report");
auto matrix_sheet = createWorksheet("clf_report");
lxw_worksheet* tmp = worksheet;
worksheet = matrix_sheet;
if (matrix_sheet == NULL) {
throw std::invalid_argument("Couldn't create sheet classif_report");
}
worksheet_merge_range(matrix_sheet, 0, 0, 0, 5, "Classification Report", efectiveStyle("bodyHeader"));
int row = 2;
row = 1;
int col = 0;
if (result.find("confusion_matrices_train") != result.end()) {
// Train classification report
@@ -229,11 +211,14 @@ namespace platform {
auto item = result["confusion_matrices_train"][i];
auto score_item = Scores(item);
auto title = "Train Fold " + std::to_string(i);
std::tie(new_row, new_col) = write_classification_report(score_item.classification_report_json(title), 2, new_col);
std::tie(new_row, new_col) = write_classification_report(score_item.classification_report_json(title), 1, new_col);
new_col++;
}
col = new_col;
worksheet_merge_range(matrix_sheet, 0, 0, 0, col - 1, "Train Classification Report", efectiveStyle("headerRest"));
}
// Test classification report
worksheet_merge_range(matrix_sheet, row, 0, row, col - 1, "Test Classification Report", efectiveStyle("headerRest"));
auto score = Scores::create_aggregate(result, "confusion_matrices");
auto test = score.classification_report_json("Test");
int init_row = ++row;
@@ -256,9 +241,10 @@ namespace platform {
}
std::pair<int, int> ReportExcel::write_classification_report(const json& result, int init_row, int init_col)
{
int row = init_row;
row = init_row;
auto text = result["title"].get<std::string>();
worksheet_merge_range(worksheet, row++, init_col, row, init_col + 5, text.c_str(), efectiveStyle("bodyHeader"));
worksheet_merge_range(worksheet, row, init_col, row + 1, init_col + 5, text.c_str(), efectiveStyle("bodyHeader"));
row += 2;
int col = init_col + 2;
// Headers
bool first_item = true;
@@ -288,8 +274,6 @@ namespace platform {
}
row++;
}
worksheet_merge_range(worksheet, row, init_col, row, init_col + 5, "", efectiveStyle("text"));
row++;
// Accuracy and average f1-score
for (const auto& item : { "accuracy", "averages", "weighted" }) {
col = init_col + 2;
@@ -307,11 +291,10 @@ namespace platform {
row++;
}
// Confusion matrix
worksheet_merge_range(worksheet, row, init_col, row, init_col + 5, "", efectiveStyle("bodyHeader"));
row++;
auto n_items = result["confusion_matrix"].size();
worksheet_merge_range(worksheet, row, init_col, row, init_col + n_items + 1, "Confusion Matrix", efectiveStyle("bodyHeader"));
row++;
boldGreen();
for (int i = 0; i < n_items; ++i) {
col = init_col + 2;
auto label = result["body"][i][0].get<std::string>();
@@ -326,7 +309,7 @@ namespace platform {
}
row++;
}
int maxcol = std::max(5, int(init_col + n_items + 1));
int maxcol = std::max(init_col + 5, int(init_col + n_items + 1));
return { row, maxcol };
}
void ReportExcel::showSummary()

View File

@@ -15,7 +15,6 @@ namespace platform {
private:
void formatColumns();
void createFile();
void createWorksheet();
void header() override;
void body() override;
void showSummary() override;