public static void generateTrainingDataFromFile(
String
fileLocation) // Requires that the original file had the metadata and requires that this
// file is formated the same in first sheet
{
testDataLL = (LinkedList<String[]>) dataLL.clone();
actualClassifications = (LinkedList<String>) classificationsLL.clone();
FileInputStream file;
try {
file = new FileInputStream(new File(fileLocation));
Workbook excelFile = new HSSFWorkbook(file);
Sheet sheet1 = excelFile.getSheetAt(0); // Data sheet
for (Row row : sheet1) {
String data[] = new String[row.getPhysicalNumberOfCells() - 1];
String classification = "";
int offset =
0; // Used so that we can declare an array of the size of the attributes without the
// classification
for (Cell cell : row) {
int index = cell.getColumnIndex();
if (classificationLocation != index) {
data[index - offset] = cell.toString();
} else {
classification = cell.toString();
offset++;
}
}
// Even though data and classifications are not really used add it onto the end so it is
// still complete for in the event they end up being used in a later version
dataLL.add(data);
classificationsLL.add(classification);
trainingDataLL.add(data);
knownClassifications.add(classification);
// Check to see if we have seen that classification yet
int occurrences = 0;
for (int i = 0; i < classificationTypes.size() && occurrences == 0; i++) {
if (classificationTypes.get(i).compareTo(classification) == 0) {
occurrences = 1;
}
}
if (occurrences == 0) {
classificationTypes.add(classification);
}
}
excelFile.close();
} catch (FileNotFoundException e) {
System.out.println("Error file not found");
System.exit(0);
} catch (IOException e) {
System.out.println("Unable to read file, disk drive may be failing");
e.printStackTrace();
System.exit(0);
}
}
/**
* This function re-computes the total number of hours for the selected period. It is ran every
* time the user edits a text field specifying the number of hours for a particular top-level
* project. Percentage labels are also updated.
*/
private void recomputeTotal() {
double total = 0;
for (Row row : rows.values()) {
try {
row.hours = Double.parseDouble(row.hoursTF.getText());
total += row.hours;
row.hoursTF.setForeground(normalColour);
} catch (NumberFormatException e) {
row.hoursTF.setForeground(errorColour);
totalLabel.setText("ERROR");
totalLabel.setForeground(errorColour);
return;
}
}
totalLabel.setText(decimalFormat.format(total));
totalLabel.setForeground(normalColour);
for (Row row : rows.values()) {
String percentS = decimalFormat.format(total == 0 ? 0 : 100 * row.hours / total);
row.percentL.setText("(" + percentS + "%)");
}
pack();
}
private Collection<Object[]> loadFromSpreadsheet(final InputStream excelFile) throws IOException {
HSSFWorkbook workbook = new HSSFWorkbook(excelFile);
data = new ArrayList<Object[]>();
Sheet sheet = workbook.getSheetAt(0);
int numberOfColumns = countNonEmptyColumns(sheet);
List<Object[]> rows = new ArrayList<Object[]>();
List<Object> rowData = new ArrayList<Object>();
for (Row row : sheet) {
if (isEmpty(row)) {
break;
} else {
rowData.clear();
for (int column = 0; column < numberOfColumns; column++) {
Cell cell = row.getCell(column);
rowData.add(objectFrom(workbook, cell));
}
rows.add(rowData.toArray());
}
}
return rows;
}
protected SRow importRow(Row poiRow, SSheet sheet) {
SRow row = sheet.getRow(poiRow.getRowNum());
row.setHeight(UnitUtil.twipToPx(poiRow.getHeight()));
row.setCustomHeight(poiRow.isCustomHeight());
row.setHidden(poiRow.getZeroHeight());
CellStyle rowStyle = poiRow.getRowStyle();
if (rowStyle != null) {
row.setCellStyle(importCellStyle(rowStyle));
}
for (Cell poiCell : poiRow) {
importCell(poiCell, poiRow.getRowNum(), sheet);
}
return row;
}
/**
* 获得指定位置的值，返回object，可为数值，字符串，布尔类型，null类型
*
* @param column
* @return
*/
public Object getCellValueObject(int rowNum, int column) {
// 定义返回的数组
Object tempObject = null;
row = sheet.getRow(rowNum);
cell = row.getCell(column);
// 判断值类型
switch (cell.getCellType()) {
// 字符串类型
case Cell.CELL_TYPE_STRING:
tempObject = cell.getRichStringCellValue().getString();
// System.out.println(cell.getRichStringCellValue().getString());
break;
// 数值类型
case Cell.CELL_TYPE_NUMERIC:
if (DateUtil.isCellDateFormatted(cell)) {
tempObject = cell.getDateCellValue();
// System.out.println(cell.getDateCellValue());
} else {
tempObject = cell.getNumericCellValue();
// System.out.println(cell.getNumericCellValue());
}
break;
// 布尔类型
case Cell.CELL_TYPE_BOOLEAN:
tempObject = cell.getBooleanCellValue();
// System.out.println(cell.getBooleanCellValue());
break;
// 数学公式类型
case Cell.CELL_TYPE_FORMULA:
tempObject = cell.getCellFormula();
// System.out.println(cell.getCellFormula());
break;
default:
System.out.println();
}
return tempObject;
}
private void saveExcelPoject(File file) throws IOException {
Workbook wb = new XSSFWorkbook();
Sheet sheet = wb.createSheet("timeplan");
// Заголовок в 0 строке
Row row = sheet.createRow(0);
Cell cell = row.createCell(0);
cell.setCellValue("Филиал");
cell = row.createCell(1);
cell.setCellValue("Город");
Calendar cal = Calendar.getInstance();
cal.set(2017, 0, 5); // Начальная дата проекта
SimpleDateFormat sdf = new SimpleDateFormat("dd.MM.yy");
for (int i = 0; i < 3 * 52; i++) { // Счетчик по неделям
cell = row.createCell(i + 2);
cell.setCellValue(sdf.format(cal.getTime()));
cal.add(Calendar.WEEK_OF_YEAR, 1); // Следующая неделя
}
// sheet.setColumnWidth(0, 256);
// Цвета ячеек
CellStyle[] styles = new CellStyle[6];
styles[0] = wb.createCellStyle();
styles[0].setFillForegroundColor(HSSFColor.RED.index);
styles[0].setFillPattern(FillPatternType.SOLID_FOREGROUND);
styles[1] = wb.createCellStyle();
styles[1].setFillForegroundColor(HSSFColor.GREEN.index);
styles[1].setFillPattern(FillPatternType.SOLID_FOREGROUND);
styles[2] = wb.createCellStyle();
styles[2].setFillForegroundColor(HSSFColor.BLUE.index);
styles[2].setFillPattern(FillPatternType.SOLID_FOREGROUND);
styles[3] = wb.createCellStyle();
styles[3].setFillForegroundColor(HSSFColor.ROSE.index);
styles[3].setFillPattern(FillPatternType.SOLID_FOREGROUND);
styles[4] = wb.createCellStyle();
styles[4].setFillForegroundColor(HSSFColor.LIGHT_BLUE.index);
styles[4].setFillPattern(FillPatternType.SOLID_FOREGROUND);
styles[5] = wb.createCellStyle();
styles[5].setFillForegroundColor(HSSFColor.LIGHT_GREEN.index);
styles[5].setFillPattern(FillPatternType.SOLID_FOREGROUND);
short rowIdx = 0;
for (Region region : this.regions) {
row = sheet.createRow(++rowIdx);
cell = row.createCell(0);
cell.setCellValue(region.filial);
cell = row.createCell(1);
cell.setCellValue(region.name);
cal = Calendar.getInstance();
cal.set(2017, 0, 5); // Начальная дата проекта
for (int i = 0; i < 3 * 52; i++) { // Счетчик по неделям
short color = region.getDateColorIndex(cal.getTime());
if (color >= 0) {
cell = row.createCell(i + 2);
cell.setCellStyle(styles[color]);
}
cal.add(Calendar.WEEK_OF_YEAR, 1); // Следующая неделя
}
}
try (FileOutputStream fileOut = new FileOutputStream(file)) {
wb.write(fileOut);
}
}
private Workbook handleExcel(List objs, Class clz, boolean isXssf, String message) {
XSSFWorkbook wb = null;
try {
if (isXssf) {
XSSFWorkbook w = new XSSFWorkbook();
} else {
HSSFWorkbook w = new HSSFWorkbook();
}
wb = new XSSFWorkbook();
XSSFDataFormat format = wb.createDataFormat();
XSSFSheet sheet = wb.createSheet(message + "备份记录"); // 取excel工作表对象
XSSFCellStyle cellStyle = wb.createCellStyle(); // 设置excel单元格样式
XSSFCellStyle passwordCellStyle = wb.createCellStyle(); // 设置密码单元格样式
XSSFDataFormat passwordFormat = wb.createDataFormat();
passwordCellStyle.setDataFormat(passwordFormat.getFormat(";;;"));
List<ExcelHeader> headers = getHeaderList(clz);
Collections.sort(headers);
sheet.addMergedRegion(new CellRangeAddress(0, (short) 0, 0, (short) (headers.size() - 1)));
Row r0 = sheet.createRow(0);
Cell cell = r0.createCell(0);
r0.setHeightInPoints(28);
cell.setCellValue(message + "备份记录");
Row r = sheet.createRow(1);
r.setHeightInPoints(25);
cell.setCellStyle(cellStyle);
// 输出标题
for (int i = 0; i < headers.size(); i++) {
Cell cell1 = r.createCell(i);
if (headers.get(i).getTitle().equals("密码")) cell1.setCellStyle(passwordCellStyle);
else cell1.setCellStyle(cellStyle);
cell1.setCellValue(headers.get(i).getTitle());
}
Object obj = null;
// 输出用户资料信息
if (message.indexOf("用户资料 ") > 0) {
sheet.setColumnWidth(3, 32 * 150);
sheet.setColumnWidth(4, 32 * 110);
sheet.setColumnWidth(7, 32 * 120);
for (int i = 0; i < objs.size(); i++) {
r = sheet.createRow(i + 2);
obj = objs.get(i);
for (int j = 0; j < headers.size(); j++) {
Cell cell2 = r.createCell(j);
copyDefaultCellStyle(null, cell2, cellStyle, 0);
if (getMethodName(headers.get(j)).equals("nabled"))
cell2.setCellValue(BeanUtils.getProperty(obj, "enabled"));
else if (getMethodName(headers.get(j)).equals("password")) {
cell2.setCellStyle(passwordCellStyle);
cell2.setCellValue(BeanUtils.getProperty(obj, getMethodName(headers.get(j))));
} else cell2.setCellValue(BeanUtils.getProperty(obj, getMethodName(headers.get(j))));
}
}
}
// 输出房间使用信息数据
else {
sheet.setColumnWidth(0, 32 * 80);
sheet.setColumnWidth(2, 32 * 100);
sheet.setColumnWidth(3, 32 * 190);
sheet.setColumnWidth(4, 32 * 190);
sheet.setColumnWidth(5, 32 * 190);
sheet.setColumnWidth(10, 32 * 130);
for (int i = 0; i < objs.size(); i++) {
r = sheet.createRow(i + 2);
obj = objs.get(i);
for (int j = 0; j < headers.size(); j++) {
Cell cell2 = r.createCell(j);
if (j == 3 || j == 4 || j == 5) {
XSSFCellStyle cs3 = wb.createCellStyle();
cell2.setCellValue(new Date());
copyDefaultCellStyle(format, cell2, cs3, 1);
}
if (j == 10) {
XSSFCellStyle cs2 = wb.createCellStyle();
copyDefaultCellStyle(format, cell2, cs2, 2);
}
copyDefaultCellStyle(null, cell2, cellStyle, 0);
cell2.setCellValue(BeanUtils.getProperty(obj, getMethodName(headers.get(j))));
}
}
}
// 设置行列的默认宽度和高度
} catch (IllegalAccessException e) {
e.printStackTrace();
logger.error(e);
} catch (InvocationTargetException e) {
e.printStackTrace();
logger.error(e);
} catch (NoSuchMethodException e) {
e.printStackTrace();
logger.error(e);
}
return wb;
}
/**
* 将excel内的内容读取到xml文件中，并添加dtd验证
*
* @param xmlFile
* @param sheetNum
* @return 1代表成功，0失败，-1超过最大sheet,2跳过当前失败的xml
*/
public int excelToXml(String xmlFile, int sheetNum) {
if (sheetNum >= workBook.getNumberOfSheets()) return -1;
else sheet = workBook.getSheetAt(sheetNum);
xmlFile = xmlFile + ".xml";
try {
Document document = DocumentHelper.createDocument();
// 使用sheet名称命名跟节点
String rootName = sheet.getSheetName().replaceAll(" ", "");
Element root = document.addElement(rootName);
// 添加dtd文件说明
DocumentType documentType = new DOMDocumentType();
documentType.setElementName(rootName);
List<ElementDecl> declList = new ArrayList<>();
declList.add(new ElementDecl(rootName, "(row*)"));
// 判断sheet是否为空,为空则不执行任何操作
if (sheet.getRow(0) == null) return 1;
// 遍历sheet第一行,获取元素名称
row = sheet.getRow(0);
String rowString = null;
List<String> pcdataList = new ArrayList<>();
for (int y = 0; y < row.getPhysicalNumberOfCells(); y++) {
Object object = this.getCellValueObject(0, y);
// 判断是否有合并单元格，有的话跳过
if (object == null) return 2;
// 去除表头字符串中的空格
String objectStr = object.toString().replaceAll(" ", "");
if (rowString != null) rowString += "|" + objectStr;
else rowString = objectStr;
pcdataList.add(objectStr);
}
// 设置行节点
declList.add(new ElementDecl("row", "(" + rowString + ")*"));
// 遍历list设置行的下级节点
for (String tmp : pcdataList) {
declList.add(new ElementDecl(tmp, "(#PCDATA)"));
}
documentType.setInternalDeclarations(declList);
// 遍历读写excel数据到xml中
for (int x = 1; x < sheet.getLastRowNum(); x++) {
row = sheet.getRow(x);
Element rowElement = root.addElement("row");
for (int y = 0; y < row.getPhysicalNumberOfCells(); y++) {
// cell = row.getCell(y);
Object object = this.getCellValueObject(x, y);
if (object != null) {
// 将sheet第一行的行首元素当作元素名称
String pcdataString = pcdataList.get(y);
Element element = rowElement.addElement(pcdataString);
// Element element = rowElement.addElement("name");
element.setText(object.toString());
}
}
}
// 写入文件和dtd
document.setDocType(documentType);
this.docToXmlFile(document, xmlFile);
} catch (Exception e) {
e.printStackTrace();
}
return 1;
}
private boolean isEmpty(final Row row) {
Cell firstCell = row.getCell(0);
boolean rowIsEmpty = (firstCell == null) || (firstCell.getCellType() == Cell.CELL_TYPE_BLANK);
return rowIsEmpty;
}
public void addBody(Body body)
throws SAXException, WingException, UIException, SQLException, IOException,
AuthorizeException {
// If we are actually editing information of an uploaded file,
// then display that body instead!
if (this.editFile != null) {
editFile.addBody(body);
return;
}
// Get a list of all files in the original bundle
Item item = submission.getItem();
Collection collection = submission.getCollection();
String actionURL =
contextPath + "/handle/" + collection.getHandle() + "/submit/" + knot.getId() + ".continue";
boolean disableFileEditing =
(submissionInfo.isInWorkflow())
&& !ConfigurationManager.getBooleanProperty("workflow", "reviewer.file-edit");
Bundle[] bundles = item.getBundles("ORIGINAL");
Bitstream[] bitstreams = new Bitstream[0];
if (bundles.length > 0) {
bitstreams = bundles[0].getBitstreams();
}
// Part A:
// First ask the user if they would like to upload a new file (may be the first one)
Division div =
body.addInteractiveDivision(
"submit-upload", actionURL, Division.METHOD_MULTIPART, "primary submission");
div.setHead(T_submission_head);
addSubmissionProgressList(div);
List upload = null;
if (!disableFileEditing) {
// Only add the upload capabilities for new item submissions
upload = div.addList("submit-upload-new", List.TYPE_FORM);
upload.setHead(T_head);
addRioxxVersionSection(upload, item);
File file = upload.addItem().addFile("file");
file.setLabel(T_file);
file.setHelp(T_file_help);
file.setRequired();
// if no files found error was thrown by processing class, display it!
if (this.errorFlag == org.dspace.submit.step.UploadStep.STATUS_NO_FILES_ERROR) {
file.addError(T_file_error);
}
// if an upload error was thrown by processing class, display it!
if (this.errorFlag == org.dspace.submit.step.UploadStep.STATUS_UPLOAD_ERROR) {
file.addError(T_upload_error);
}
// if virus checking was attempted and failed in error then let the user know
if (this.errorFlag == org.dspace.submit.step.UploadStep.STATUS_VIRUS_CHECKER_UNAVAILABLE) {
file.addError(T_virus_checker_error);
}
// if virus checking was attempted and a virus found then let the user know
if (this.errorFlag == org.dspace.submit.step.UploadStep.STATUS_CONTAINS_VIRUS) {
file.addError(T_virus_error);
}
Text description = upload.addItem().addText("description");
description.setLabel(T_description);
description.setHelp(T_description_help);
Button uploadSubmit = upload.addItem().addButton("submit_upload");
uploadSubmit.setValue(T_submit_upload);
}
make_sherpaRomeo_submission(item, div);
// Part B:
// If the user has already uploaded files provide a list for the user.
if (bitstreams.length > 0 || disableFileEditing) {
Table summary = div.addTable("submit-upload-summary", (bitstreams.length * 2) + 2, 7);
summary.setHead(T_head2);
Row header = summary.addRow(Row.ROLE_HEADER);
header.addCellContent(T_column0); // primary bitstream
header.addCellContent(T_column1); // select checkbox
header.addCellContent(T_column2); // file name
header.addCellContent(T_column3); // size
header.addCellContent(T_column4); // description
header.addCellContent(T_column5); // format
header.addCellContent(T_column6); // edit button
for (Bitstream bitstream : bitstreams) {
int id = bitstream.getID();
String name = bitstream.getName();
String url = makeBitstreamLink(item, bitstream);
long bytes = bitstream.getSize();
String desc = bitstream.getDescription();
String algorithm = bitstream.getChecksumAlgorithm();
String checksum = bitstream.getChecksum();
Row row = summary.addRow();
// Add radio-button to select this as the primary bitstream
Radio primary = row.addCell().addRadio("primary_bitstream_id");
primary.addOption(String.valueOf(id));
// If this bitstream is already marked as the primary bitstream
// mark it as such.
if (bundles[0].getPrimaryBitstreamID() == id) {
primary.setOptionSelected(String.valueOf(id));
}
if (!disableFileEditing) {
// Workflow users can not remove files.
CheckBox remove = row.addCell().addCheckBox("remove");
remove.setLabel("remove");
remove.addOption(id);
} else {
row.addCell();
}
row.addCell().addXref(url, name);
row.addCellContent(bytes + " bytes");
if (desc == null || desc.length() == 0) {
row.addCellContent(T_unknown_name);
} else {
row.addCellContent(desc);
}
BitstreamFormat format = bitstream.getFormat();
if (format == null) {
row.addCellContent(T_unknown_format);
} else {
int support = format.getSupportLevel();
Cell cell = row.addCell();
cell.addContent(format.getMIMEType());
cell.addContent(" ");
switch (support) {
case 1:
cell.addContent(T_supported);
break;
case 2:
cell.addContent(T_known);
break;
case 3:
cell.addContent(T_unsupported);
break;
}
}
Button edit = row.addCell().addButton("submit_edit_" + id);
edit.setValue(T_submit_edit);
Row checksumRow = summary.addRow();
checksumRow.addCell();
Cell checksumCell = checksumRow.addCell(null, null, 0, 6, null);
checksumCell.addHighlight("bold").addContent(T_checksum);
checksumCell.addContent(" ");
checksumCell.addContent(algorithm + ":" + checksum);
}
if (!disableFileEditing) {
// Workflow users can not remove files.
Row actionRow = summary.addRow();
actionRow.addCell();
Button removeSeleceted =
actionRow.addCell(null, null, 0, 6, null).addButton("submit_remove_selected");
removeSeleceted.setValue(T_submit_remove);
}
upload = div.addList("submit-upload-new-part2", List.TYPE_FORM);
}
// Part C:
// add standard control/paging buttons
addControlButtons(upload);
}
public static void main(String[] args) {
for (int i = 0; i < args.length; ++i) {
if ("-endpoint".equals(args[i])) {
endpoint = args[++i];
} else if ("-keyspace".equals(args[i])) {
keyspace = args[++i];
} else if ("-table".equals(args[i])) {
table = args[++i];
} else {
System.err.println("ConsistencyTest -endpoint hostname -keyspace keyspace -table table");
}
}
if (endpoint == null || keyspace == null || table == null) {
System.err.println("ConsistencyTest -endpoint hostname -keyspace keyspace -table table");
System.exit(1);
}
String[] endpoints = endpoint.split(":");
try {
cluster =
Cluster.builder()
.addContactPoints(endpoints)
.withRetryPolicy(DefaultRetryPolicy.INSTANCE)
.withLoadBalancingPolicy(new TokenAwarePolicy(new DCAwareRoundRobinPolicy()))
.build();
session = cluster.connect(keyspace);
// work with ONE for both write and read
long s1 = System.currentTimeMillis();
Statement insert =
QueryBuilder.insertInto(table)
.value("user_id", 100)
.value("fname", "john")
.value("lname", "yamada")
.value("number", 100);
insert.setConsistencyLevel(ConsistencyLevel.ONE);
session.execute(insert);
long e1 = System.currentTimeMillis();
System.out.println("write ONE time taken (ms) : " + (e1 - s1));
long s2 = System.currentTimeMillis();
Statement select =
QueryBuilder.select().all().from(table).where(QueryBuilder.eq("user_id", 100));
select.setConsistencyLevel(ConsistencyLevel.ONE);
results = session.execute(select);
for (Row row : results) {
System.out.format(
"%d %s %s %d\n",
row.getInt("user_id"),
row.getString("fname"),
row.getString("lname"),
row.getInt("number"));
}
long e2 = System.currentTimeMillis();
System.out.println("read ONE time taken (ms) : " + (e2 - s2));
Statement delete = QueryBuilder.delete().from(table).where(QueryBuilder.eq("user_id", 100));
results = session.execute(delete);
// work with QUORUM for both write and read
long s3 = System.currentTimeMillis();
Statement insert2 =
QueryBuilder.insertInto(table)
.value("user_id", 200)
.value("fname", "john")
.value("lname", "yamada")
.value("number", 100);
insert2.setConsistencyLevel(ConsistencyLevel.QUORUM);
session.execute(insert2);
long e3 = System.currentTimeMillis();
System.out.println("write QUORUM time taken (ms) : " + (e3 - s3));
long s4 = System.currentTimeMillis();
Statement select2 =
QueryBuilder.select().all().from(table).where(QueryBuilder.eq("user_id", 200));
select2.setConsistencyLevel(ConsistencyLevel.QUORUM);
results = session.execute(select2);
for (Row row : results) {
System.out.format(
"%d %s %s %d\n",
row.getInt("user_id"),
row.getString("fname"),
row.getString("lname"),
row.getInt("number"));
}
long e4 = System.currentTimeMillis();
System.out.println("read QUORUM time taken (ms) : " + (e4 - s4));
Statement delete2 = QueryBuilder.delete().from(table).where(QueryBuilder.eq("user_id", 200));
results = session.execute(delete2);
// Clean up the connection by closing it
cluster.close();
} catch (Exception e) {
e.printStackTrace();
}
}
public static void writeExcelFile(String fileLocation) {
try {
FileOutputStream fileOut = new FileOutputStream(fileLocation);
HSSFWorkbook workbook = new HSSFWorkbook();
Font bold = workbook.createFont(); // Create font
bold.setBoldweight(Font.BOLDWEIGHT_BOLD); // Make font bold
CellStyle correctCell = workbook.createCellStyle();
correctCell.setFillForegroundColor(HSSFColor.GREEN.index);
correctCell.setFillBackgroundColor(HSSFColor.GREEN.index);
correctCell.setFillPattern(CellStyle.SOLID_FOREGROUND);
CellStyle incorrectCell = workbook.createCellStyle();
incorrectCell.setFillForegroundColor(HSSFColor.RED.index);
incorrectCell.setFillBackgroundColor(HSSFColor.RED.index);
incorrectCell.setFillPattern(CellStyle.SOLID_FOREGROUND);
CellStyle classificationCells = workbook.createCellStyle();
classificationCells.setFillForegroundColor(HSSFColor.YELLOW.index);
classificationCells.setFillBackgroundColor(HSSFColor.YELLOW.index);
classificationCells.setFillPattern(CellStyle.SOLID_FOREGROUND);
CellStyle attributeNameCells = workbook.createCellStyle();
attributeNameCells.setFont(bold);
CellStyle classificationAttributeCell = workbook.createCellStyle();
classificationAttributeCell.setFillForegroundColor(HSSFColor.YELLOW.index);
classificationAttributeCell.setFillBackgroundColor(HSSFColor.YELLOW.index);
classificationAttributeCell.setFillPattern(CellStyle.SOLID_FOREGROUND);
classificationAttributeCell.setFont(bold);
Sheet worksheet = workbook.createSheet("Results");
Row currRow = worksheet.createRow(0);
for (int attribute = 0; attribute < metadataLL.size() + 1; attribute++) {
Cell currCell = currRow.createCell(attribute);
if (attribute < metadataLL.size()) {
currCell.setCellValue(metadataLL.get(attribute)[0]);
if (metadataLL.get(attribute)[2].compareTo("classifier") == 0) {
currCell.setCellStyle(classificationAttributeCell);
} else {
currCell.setCellStyle(attributeNameCells);
}
} else {
currCell.setCellValue("Guessed Classification");
currCell.setCellStyle(attributeNameCells);
}
}
int correct = 0;
int incorrect = 0;
for (int node = 0; node < testDataLL.size(); node++) {
currRow = worksheet.createRow(node + 1); // Offset by one since first row is header data
int classifierCompleted = 0; // Necessary for if data does not end in classifier
for (int attribute = 0;
attribute < metadataLL.size() + 2;
attribute++) // +1 for the row for guessed data +1 for the row that contains
{
Cell currCell = currRow.createCell(attribute);
if (attribute < metadataLL.size()) // Print testingData
{
if (metadataLL.get(attribute)[2].compareTo("classifier") == 0) {
currCell.setCellValue(actualClassifications.get(node));
currCell.setCellStyle(classificationCells);
classifierCompleted++;
} else {
currCell.setCellValue(testDataLL.get(node)[attribute - classifierCompleted]);
}
} else if (attribute == metadataLL.size()) // Print guessed classification
{
currCell.setCellValue(guessedClassifications.get(node));
if (guessedClassifications.get(node).compareTo(actualClassifications.get(node)) == 0) {
currCell.setCellStyle(correctCell);
correct++;
} else {
currCell.setCellStyle(incorrectCell);
incorrect++;
}
if (node == testDataLL.size() - 1) // If this is the last loop
{
double precentRight = (double) correct / (correct + incorrect);
currRow = worksheet.createRow(node + 2);
currCell = currRow.createCell(attribute);
currCell.setCellValue(precentRight);
if (precentRight > .90) {
correctCell.setDataFormat(workbook.createDataFormat().getFormat("0.000%"));
currCell.setCellStyle(correctCell);
} else {
incorrectCell.setDataFormat(workbook.createDataFormat().getFormat("0.000%"));
currCell.setCellStyle(incorrectCell);
}
}
} else if (attribute
== metadataLL.size() + 1) // Print potential bad training data if the flag is true
{
if (unseenDataFlag.get(node)) {
currCell.setCellValue(
"This node an attribute value not in the training set, classifier selected is based on most frequent classifier. If laplacian smoothing is 1 or more this likely wont happen"); // TODO make this a bit shorter
}
}
}
}
worksheet = workbook.createSheet("Training Data");
currRow = worksheet.createRow(0);
for (int attribute = 0; attribute < metadataLL.size(); attribute++) {
Cell currCell = currRow.createCell(attribute);
currCell.setCellValue(metadataLL.get(attribute)[0]);
currCell.setCellStyle(attributeNameCells);
}
for (int node = 0; node < trainingDataLL.size(); node++) {
currRow = worksheet.createRow(node + 1); // Offset by one since first row is header data
int classifierCompleted = 0; // Necessary for if data does not end in classifier
for (int attribute = 0; attribute < metadataLL.size(); attribute++) {
Cell currCell = currRow.createCell(attribute);
if (metadataLL.get(attribute)[2].compareTo("classifier") == 0) {
currCell.setCellValue(knownClassifications.get(node));
classifierCompleted++;
} else {
currCell.setCellValue(trainingDataLL.get(node)[attribute - classifierCompleted]);
}
}
}
worksheet = workbook.createSheet("Likelihood");
currRow = worksheet.createRow(0);
int largestAttributeSize = 0;
for (int attribute = 0; attribute < classifier.size(); attribute++) {
if (classifier.get(attribute).size() > largestAttributeSize) {
largestAttributeSize = classifier.get(attribute).size();
}
}
// Label attributes along the top
for (int i = 0; i < metadataLL.size(); i++) {
if (i == 0) {
Cell currCell = currRow.createCell(i);
// currCell.setCellValue("Attributes");
currCell.setCellStyle(attributeNameCells);
} else {
Cell currCell = currRow.createCell(i);
currCell.setCellValue(
metadataLL
.get(i - 1)[0]); // -1 since the first cell does not contain a attribute name
currCell.setCellStyle(attributeNameCells);
}
}
// List possible classifications on the side and classification likelihoods at the end
for (int i = 0;
i
< (largestAttributeSize * (classificationTypes.size() + 1)
+ classificationTypes.size()
+ 1);
i++) // +1 since the first row of each stride lists each attributes string of what
// occurrence the likelihoods are displaying
{ // +classificationTypes.size() so we can list the classification types likelihood at the end
currRow = worksheet.createRow(i + 1); // +1 since first row is attribute names
Cell currCell = currRow.createCell(0);
int currentClassificationType =
i
% (classificationTypes.size()
+ 1); // +1 since the first row of each stride lists each attributes string of
// what occurrence the likelihoods are displaying
// List the classification type of each row along the side
if (i
< largestAttributeSize
* (classificationTypes.size()
+ 1)) // +1 since the first row of each stride lists each attributes string of
// what occurrence the likelihoods are displaying
{
for (int j = 0;
j < classificationTypes.size() + 1;
j++) // +1 since the first row of each stride lists each attributes string of what
// occurrence the likelihoods are displaying
{
if (currentClassificationType == 0) {
// Do nothing for now may have it say something later
} else if (currentClassificationType == j) {
currCell.setCellValue(
classificationTypes.get(
j - 1)); // -1 since the first cell does not contain a classification type
}
}
} else // List the likelihood of each classification at the end
{
for (int j = 0;
j < classificationTypes.size() + 1;
j++) // +1 since the first row of each stride lists each attributes string of what
// occurrence the likelihoods are displaying
{
if (currentClassificationType == 0) {
// Do nothing for now may have it say value later
} else if (currentClassificationType == j) {
currCell.setCellValue(
"Likelihood of: "
+ classificationTypes.get(j - 1)
+ " is "
+ classificationLikelihood.get(
j - 1)); // -1 since the first cell does not contain a classification type
}
}
}
currCell.setCellStyle(attributeNameCells);
}
// List the data
for (int attribute = 0; attribute < classifier.size(); attribute++) {
for (int occurrences = 0; occurrences < classifier.get(attribute).size(); occurrences++) {
for (int classification = 0;
classification < classifier.get(attribute).get(occurrences).length;
classification++) {
currRow =
worksheet.getRow(
(occurrences * classifier.get(attribute).get(occurrences).length
+ classification)
+ 1); // +1 since first row is attribute names
Cell currCell =
currRow.createCell(
(attribute) + 1); // TODO figure out why this errors out at i:0 j:4 k:0
// largestAttributeSize:105 on kidney dataset
currCell.setCellValue(classifier.get(attribute).get(occurrences)[classification]);
}
}
}
workbook.write(fileOut);
workbook.close();
workbook.close();
} catch (FileNotFoundException e) {
System.out.println("Error file not found");
e.printStackTrace();
System.exit(0);
} catch (IOException e) {
System.out.println("Unable to output file, is the output destination writelocked?");
e.printStackTrace();
System.exit(0);
}
}
public static void readExcelFile(String fileName) {
FileInputStream file;
try {
file = new FileInputStream(new File(fileName));
Workbook excelFile = new HSSFWorkbook(file);
Sheet sheet1 = excelFile.getSheetAt(0); // Data sheet
// Set just in case metadata is incomplete or malformed
classificationLocation =
sheet1.getRow(0).getPhysicalNumberOfCells()
- 1; // Minus one since classificationLocation includes 0 and getPhysicalNumberOfCells
// does not
Sheet sheet2 = excelFile.getSheetAt(1); // Metadata sheet
// Loop based on number of attribute names
for (int i = 0; i < sheet2.getRow(0).getPhysicalNumberOfCells(); i++) {
String[] metadata = new String[METADATASIZE];
// Construct metadata
Row currRow = sheet2.getRow(0); // This should be a row of names
metadata[0] = currRow.getCell(i).toString();
currRow = sheet2.getRow(1); // This should be a row of data types (discrete or continuous)
metadata[1] = currRow.getCell(i).toString();
currRow = sheet2.getRow(2); // This should say which one is the classifier
if (currRow.getCell(i) == null
|| currRow.getCell(i).getCellType() == Cell.CELL_TYPE_BLANK) {
metadata[2] = "attribute";
} else {
metadata[2] = "classifier";
classificationLocation = i;
}
metadataLL.add(metadata);
}
for (Row row : sheet1) {
String data[] = new String[row.getPhysicalNumberOfCells() - 1];
int offset =
0; // Used so that we can declare an array of the size of the attributes without the
// classification
for (Cell cell : row) {
int index = cell.getColumnIndex();
if (classificationLocation != index) {
data[index - offset] = cell.toString();
} else {
classificationsLL.add(cell.toString());
// Moved to generate training data so that we do not get possible classifications from
// unknown data since some denote unknown by saying ?
// //Check to see if we have seen it yet
//
// int occurrences = 0;
// for(int i = 0; i < classificationTypes.size(); i++)
// {
// if(classificationTypes.get(i).compareTo(cell.toString()) == 0)
// {
// occurrences++;
// }
// }
// if(occurrences == 0)
// {
// classificationTypes.add(cell.toString());
// }
offset++;
}
}
dataLL.add(data);
// classCount = temp.length;
}
excelFile.close();
} catch (FileNotFoundException e) {
System.out.println("Error file not found");
System.exit(0);
} catch (IOException e) {
System.out.println("Unable to read file, disk drive may be failing");
e.printStackTrace();
System.exit(0);
}
}
@Test
public void test_poi() {
final int rowNum = 27;
final int colNum = 15;
HSSFWorkbook wb = null;
Sheet sheet = null;
String today = "2013/8/31";
String sign = "Month to date";
String[] titles = {
"",
"",
"",
"Chinapay eMail\r\n 商城总计",
"Japan Page\r\n 日本馆首页",
"Taiwan Page\r\n 台湾馆首页",
"USA Page\r\n 美国馆首页",
"Anhui Page\r\n 安徽馆首页",
"China Page\r\n 中国馆首页"
};
String[] colNames = {
"",
"Page View (PV)\r\n 浏览量",
"Unique Visitor (UV)\r\n 独立访客",
"Completed Orders\r\n 确认订单",
"Transaction Amount\r\n 交易金额",
"1st Top Seller\r\n 最佳销量",
"Unit Price 单价",
"Qty Sold 销量",
"2nd Top Seller\r\n 第二销量",
"Unit Price 单价",
"Qty Sold 销量",
"3rd Top Seller\r\n 第三销量",
"Unit Price 单价",
"Qty Sold 销量",
"1st Top Seller\r\n 最佳销量",
"Unit Price 单价",
"Qty Sold 销量",
"2nd Top Seller\r\n 第二销量",
"Unit Price 单价",
"Qty Sold 销量",
"3rd Top Seller\r\n 第三销量",
"Unit Price 单价",
"Qty Sold 销量"
};
int n = 0;
int len = 1;
String fileName = "D:/日报.xls";
File f = new File(fileName);
ByteArrayOutputStream byteArrayOut = null;
BufferedImage bufferImg = null;
String[] jpgUrls = {
"http://img.chinapay.com/data/files/store_37452/goods_93/small_201303271804531386.jpg",
"http://img.chinapay.com/data/files/store_44066/goods_37/201308280953576580.jpg",
"http://img.chinapay.com/data/files/store_289253/goods_95/small_201309031434558044.jpg",
"http://img.chinapay.com/data/files/store_289253/goods_180/small_201309031403003861.jpg",
"http://img.chinapay.com/data/files/store_37452/goods_98/small_201309121508186810.jpg",
"http://img.chinapay.com/data/files/store_37452/goods_24/small_201301241133447193.jpg"
};
String[] https = {
"http://emall.chinapay.com/goods/37452/1010000109792.html",
"http://emall.chinapay.com/goods/44066/1010000119323.html",
"http://emall.chinapay.com/goods/289253/1010000119621.html?jpsv=laoxcashback6",
"http://emall.chinapay.com/goods/289253/1010000119627.html?jpsv=laoxcashback6",
"http://emall.chinapay.com/goods/37452/1010000120588.html",
"http://emall.chinapay.com/goods/37452/1010000107096.html"
};
URL url = null;
HSSFHyperlink link = null;
HSSFPatriarch patri = null;
HSSFClientAnchor anchor = null;
try {
if (!f.exists()) {
wb = new HSSFWorkbook();
} else {
FileInputStream in = new FileInputStream(fileName);
wb = new HSSFWorkbook(in);
}
CellStyle style = wb.createCellStyle();
style.setFillForegroundColor(HSSFCellStyle.THIN_BACKWARD_DIAG);
style.setVerticalAlignment(HSSFCellStyle.VERTICAL_CENTER); // 垂直居中
style.setAlignment(HSSFCellStyle.ALIGN_CENTER);
// style.setLeftBorderColor(HSSFColor.RED.index);
style.setBorderBottom(HSSFCellStyle.BORDER_THIN); // 下边框
style.setBorderLeft(HSSFCellStyle.BORDER_THIN); // 左边框
style.setBorderTop(HSSFCellStyle.BORDER_THIN); // 上边框
style.setBorderRight(HSSFCellStyle.BORDER_THIN); // 右边框
style.setWrapText(true);
sheet = wb.createSheet("sheet " + ((int) (100000 * Math.random())));
// 设置列的宽度
sheet.setDefaultColumnWidth(20);
sheet.setDefaultRowHeight((short) 400);
Row row = null;
Cell cell = null;
for (int r = 0; r < rowNum; r++) {
row = sheet.createRow(r);
// 设置第1行当高度
if (r == 0) {
row.setHeightInPoints(30);
}
// 设置第2列以后的宽度(即列号>=2的列，列号从0开始)
if (r >= 2) {
sheet.setColumnWidth(r, 3020);
}
for (int c = 0; c < colNum; c++) {
cell = row.createCell(c);
cell.setCellStyle(style);
// 处理第一行
if (r == 0) {
sheet.addMergedRegion(new CellRangeAddress(r, r, 3, 4));
sheet.addMergedRegion(new CellRangeAddress(r, r, 5, 6));
sheet.addMergedRegion(new CellRangeAddress(r, r, 7, 8));
sheet.addMergedRegion(new CellRangeAddress(r, r, 9, 10));
sheet.addMergedRegion(new CellRangeAddress(r, r, 11, 12));
sheet.addMergedRegion(new CellRangeAddress(r, r, 13, 14));
if (c < 3) {
cell.setCellValue(titles[n++]);
} else {
if ((c & 1) == 1) {
System.out.println("c===" + c);
cell.setCellValue(titles[n++]);
}
}
}
// 处理第2~8行
if (r > 0 && r <= 8) {
if (c == 0) {
if (r < 8 && (r & 1) == 1) {
sheet.addMergedRegion(new CellRangeAddress(r, r + 1, 0, 0));
System.err.println("row----->" + r + " len----->" + (len));
cell.setCellValue(colNames[len++]);
} else if (r > 8) {
System.out.println("len+++++++++>" + (len));
cell.setCellValue(colNames[len++]);
}
} else if (c == 1) {
cell.setCellValue((r & 1) == 1 ? today : sign);
System.err.println("r---->" + r);
} else if (c == 2) {
cell.setCellValue((r & 1) == 1 ? "当天" : "当月");
} else {
if ((c & 1) == 1) {
sheet.addMergedRegion(new CellRangeAddress(r, r, c, c + 1));
cell.setCellValue("26.55");
}
}
}
// 处理第8行以后的数据(不包括第8行)
if (r > 8) {
// 设置列高(图片的高度)
if (r % 3 == 0) {
sheet.getRow(r).setHeightInPoints(110);
}
if (c == 0) {
System.err.println("r---->" + r);
cell.setCellValue(colNames[r - 4]);
} else if (c == 1) {
cell.setCellValue((r % 3) == 0 ? today : (r % 3 == 1 ? "PV 浏览量" : "Total Sales 总额"));
} else if (c == 2) {
if (r % 9 == 0) {
sheet.addMergedRegion(new CellRangeAddress(r, r + 8, c, c));
if (r / 9 == 1) cell.setCellValue("当天");
else cell.setCellValue("当月");
cell.setCellStyle(style);
}
} else {
if (r % 3 == 0) {
if ((c & 1) == 1) {
sheet.addMergedRegion(new CellRangeAddress(r, r, c, c + 1));
// 添加远程图片信息
url = new URL(jpgUrls[(c - 3) / 2]);
bufferImg = ImageIO.read(url.openStream());
byteArrayOut = new ByteArrayOutputStream();
ImageIO.write(bufferImg, "jpg", byteArrayOut);
patri = (HSSFPatriarch) sheet.createDrawingPatriarch();
anchor = new HSSFClientAnchor(10, 2, 0, 0, (short) c, r, (short) (c + 2), r + 1);
patri.createPicture(
anchor,
wb.addPicture(byteArrayOut.toByteArray(), HSSFWorkbook.PICTURE_TYPE_JPEG));
bufferImg.flush();
// link = new HSSFHyperlink(HSSFHyperlink.LINK_URL);
// System.out.println(https[(c-3)/2]);
// link.setAddress("fetion/"+https[(c-3)/2]);
// cell.setHyperlink(link);
// link = (HSSFHyperlink) cell.getHyperlink();
// link = new HSSFHyperlink(HSSFHyperlink.LINK_URL);
// link.setAddress(https[(c-3)/2]);
// cell.setHyperlink(link);
}
} else {
if ((c & 1) == 0) {
link = wb.getCreationHelper().createHyperlink(Hyperlink.LINK_URL);
link.setAddress(https[(c - 3) / 2]);
cell.setHyperlink(link); // 设定单元格的链接
cell.setCellValue("图片超链接");
} else {
cell.setCellValue("Number");
}
}
}
}
}
}
// 备注
row = sheet.createRow(27);
cell = row.createCell(0);
sheet.addMergedRegion(new CellRangeAddress(27, 27, 0, colNum - 1));
cell.setCellValue("* 销量排名不以销售金额计算，如相同销量者，则以PV量少者为优胜");
FileOutputStream out = new FileOutputStream(fileName);
wb.write(out);
out.close();
} catch (Exception e) {
e.printStackTrace();
}
System.out.println("++++++++++++ EXCEl文件 success +++++++++++++");
}