【0】README 0.1）本文代碼利用了 Apache POI 框架 建立 java 到 xlsx 代碼的聯(lián)系； 0.2）本文自制緩沖區(qū)從文本文件中讀取數(shù)據(jù)讀取，無(wú)需先驗(yàn)文件行數(shù)； 0.3）本文通過(guò)緩沖區(qū)大小創(chuàng)建數(shù)組，數(shù)組容量自動(dòng)增加，該raw idea 來(lái)自于 tomcat 源碼中在容器關(guān)聯(lián)管道增加非基礎(chǔ)閥的處理方式，包括Session池容量的增加也是這種處理方式； 0.4）for complete source code, please visit?https://github.com/pacosonTang/postgraduate-research/tree/master/DataProcess；
【1】如何自制緩沖區(qū)讀取數(shù)據(jù) step1）先建立一個(gè)緩沖大小確定（capacity）的二維數(shù)組指針data； step2）通過(guò)循環(huán)讀取數(shù)據(jù)，并填充二維數(shù)組； step3）判斷二維數(shù)組大小是否等于原定的緩沖大小（capacity）； step3.1）若等于：則增大緩沖區(qū)大小 為 newcapacity，并建立容量為 newcapacity 的二維數(shù)組指針datacopy，將原來(lái)的data數(shù)組的內(nèi)容copy或填充到datacopy，并使得data指針的指向等于datacopy的指向； step3.2）若不等于：繼續(xù)下一步循環(huán)； step4）循環(huán)完畢后，建立容量為?newcapacity 的二維數(shù)組指針datacopy，將原來(lái)的data數(shù)組的內(nèi)容copy或填充到datacopy，并使得data指針的指向等于datacopy的指向；（bingo） Attention） A1）本文的capacity設(shè)定為10，你可以設(shè)定其他值，視具體情況而定； A2）本文代碼 在某些地方吧 data設(shè)置為null， 是為了便于 jvm 回收其內(nèi)存； // the core code begins.int capacity=10; // buffer size, of course you can specify other values of capacity. step1 double[][] data = new double[capacity][];int lineNum = 0;while((str=reader.readLine())!=null) { // step2String[] array = str.split(",");double[] temp = new double[array.length-1];for (int i = 0; i < array.length-1; i++) {temp[i] = Double.valueOf(array[i]);}if(lineNum%capacity==0) { // step3double[][] datacopy = new double[lineNum+capacity][]; // step3.1for (int i = 0; i < data.length; i++) {datacopy[i] = data[i];}data = null;data = datacopy; } data[lineNum++] = temp; // step3.2 }double[][] datacopy = new double[lineNum][]; // step4.for (int i = 0; i < datacopy.length; i++) {datacopy[i] = data[i];}data = null;data = datacopy;// the core code ends.<span style="font-family: SimSun; background-color: rgb(255, 255, 255);">?</span> 【2】intro to Apache POI 1）for downloading poi lib , please visit?http://poi.apache.org/download.html，but you can also download the libs of mine Apache POI lib. 2）POI 將 xlsx 文件抽象為 Workbook對(duì)象，將xlsx文件中每張工作表抽象為 Sheet對(duì)象，代碼如下： public class XlsxDataModel {private Workbook workbook;private Sheet sheet;static XlsxDataModel model;private XlsxDataModel(String sheetName){this.workbook = new XSSFWorkbook();;this.sheet = workbook.createSheet(sheetName);}public static XlsxDataModel getInstance(String sheetName){if(model == null){model = new XlsxDataModel(sheetName);}return model;}public Workbook getWorkbook() {return workbook;}public Sheet getSheet() {return sheet;} } 3）POI 將每一行抽象為Row對(duì)象，將每個(gè)單元格抽象為 Cell對(duì)象，這樣就可以定位到每個(gè)單元格了，部分代碼如下： XlsxDataModel model = XlsxDataModel.getInstance(sheetName); Row row = model.getSheet().createRow(0); Cell cell = row.createCell(0); cell.setCellValue(""); 4）POI還從Sheet對(duì)象中抽象出遍歷每行的迭代器，代碼如下（從xlsx讀取數(shù)據(jù)需要迭代器）： // 獲取數(shù)據(jù)行 迭代器final Iterator<Row> readIterator() {Iterator<Row> itr = null;try {File excel = new File(this.dataPath);FileInputStream fis = new FileInputStream(excel);// 創(chuàng)建工作簿XSSFWorkbook book = new XSSFWorkbook(fis);// 創(chuàng)建工作簿下的第一頁(yè)紙張XSSFSheet sheet = book.getSheetAt(0);// 紙張的迭代器，用于遍歷行itr = sheet.iterator();// Iterating over Excel file in Java} catch (Exception e) {// TODO: handle exceptione.printStackTrace();}return itr;} 【3】將【1】中的idea 同 POI 結(jié)合起來(lái) 0）本文重點(diǎn)講解寫(xiě)數(shù)據(jù)（寫(xiě)入到xlsx文件），讀數(shù)據(jù)（從xlsx文件中讀數(shù)據(jù)）只是po出方法而已； 1）目的：從文本文件中讀取數(shù)據(jù)，并轉(zhuǎn)化為xlsx文件格式； step1）從文本讀取數(shù)據(jù)； step2）將存儲(chǔ)文本數(shù)據(jù)的二維數(shù)組寫(xiě)入到xlsx； public class DataProcess { // source code for step1 begins.public static void main(String[] args) throws IOException {String basedir = System.getProperty("user.dir") + File.separator;BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(basedir+"iris_data.txt")));String str;// the core code begins.int capacity=10; // buffer size, of course you can specify other values of capacity. double[][] data = new double[capacity][];int lineNum = 0;while((str=reader.readLine())!=null) {String[] array = str.split(",");double[] temp = new double[array.length-1];for (int i = 0; i < array.length-1; i++) {temp[i] = Double.valueOf(array[i]);}if(lineNum%capacity==0) { double[][] datacopy = new double[lineNum+capacity][];for (int i = 0; i < data.length; i++) {datacopy[i] = data[i];}data = null;data = datacopy; } data[lineNum++] = temp; }double[][] datacopy = new double[lineNum][];for (int i = 0; i < datacopy.length; i++) {datacopy[i] = data[i];}data = null;data = datacopy;// source code for step1 ends.DataWrite writer = new DataWrite(basedir+"gmeans_irise1.xlsx");// source code for step2 begins.writer.writeArray(data, "item", data[0].length, "iris"); // source code for step2 ends. highlight line.} } /*** @author Rong Tang* @version 1.0* @since 20150911*/ public class DataWrite {private String filepath;private FileOutputStream out;public DataWrite(String filepath) {this.filepath = filepath;}/*** @param data is a double array storing data written into xlsx.* @param colPrefix is a row tag.* @param headColNum is column number.* @param sheetName is the name of sheet.* @throws IOException*/public void writeArray(double[][] data, String colPrefix, int headColNum, String sheetName)throws IOException {XlsxDataModel model = XlsxDataModel.getInstance(sheetName);Row row = model.getSheet().createRow(0);Cell cell = row.createCell(0);cell.setCellValue("");for (int i = 1; i <= headColNum; i++) {cell = row.createCell(i);cell.setCellValue(i);} // build the head line overfor (int i = 0; i < data.length; i++) {row = model.getSheet().createRow(i + 1);cell = row.createCell(0);cell.setCellValue(colPrefix + (i + 1));for (int j = 0; j < data[i].length; j++) {cell = row.createCell(j + 1);cell.setCellValue(data[i][j]);}}// write the cluster result(centroid vector) into xlsx overout = new FileOutputStream(filepath);model.getWorkbook().write(out);out.flush();out.close();System.out.println("write " + filepath + " over");}/*** @param data is a int array storing data written into xlsx.* @param colPrefix is a row tag.* @param headColNum is column number.* @param sheetName is the name of sheet.* @throws IOException*/public void writeArray(int[][] data, String colPrefix, int headColNum, String sheetName)throws IOException {XlsxDataModel model = XlsxDataModel.getInstance(sheetName);Row row = model.getSheet().createRow(0);Cell cell = row.createCell(0);cell.setCellValue("");for (int i = 1; i <= headColNum; i++) {cell = row.createCell(i);cell.setCellValue(i);} // build the head line overfor (int i = 0; i < data.length; i++) {row = model.getSheet().createRow(i + 1);cell = row.createCell(0);cell.setCellValue(colPrefix + (i + 1));for (int j = 0; j < data[i].length; j++) {cell = row.createCell(j + 1);cell.setCellValue(data[i][j]);}}// write the cluster result(centroid vector) into xlsx overout = new FileOutputStream(filepath);model.getWorkbook().write(out);out.flush();out.close();System.out.println("write " + filepath + " over");} } 2）本文象征性的po 出 讀數(shù)據(jù)方法 /*** @author Rong Tang* @version 1.0* @since 20150911*/ public class DataRead {private String dataPath;public DataRead(String dataPath) {this.dataPath = dataPath;}/*** * @param row_start is a startup row startup index for reading. * @param col_start is a startup column index for reading.* @param array is a double array storing the data read from some xlsx. */public final void readDataToArray(int row_start, int col_start, double[][] array) {Iterator<Row> itr = readIterator(); // 獲得遍歷行 的迭代器Row row = null; // 行對(duì)象int row_index = 0;// 行索引int col_index = 0;// 列索引int row_length = array.length; // 數(shù)據(jù)行數(shù)int col_length = array[0].length; // 數(shù)據(jù)列數(shù)// the first row is ommited for it stores column indexif (itr.hasNext()) {itr.next();}// 定位行指針到 row_startwhile(itr.hasNext()){row_index++;if(row_index == row_start) {row_index = 0;break;}itr.next();}// 定位 over// other rows stores time series datawhile (itr.hasNext() && (row_index<row_length)) {col_index = 0;row = itr.next();Iterator<Cell> cellIterator = row.cellIterator(); // 遍歷每行單元格的迭代器Cell cell = null; // the first column is ommited for it stores row indexif(cellIterator.hasNext()) { cellIterator.next();}// 定位列指針到 col_startwhile(cellIterator.hasNext()) {col_index++;if(col_index == col_start) {col_index = 0;break;}cellIterator.next();}// 定位 overwhile (cellIterator.hasNext() && (col_index<col_length)) {cell = cellIterator.next();array[row_index][col_index++] = cell.getNumericCellValue();}// 一行數(shù)據(jù)讀取完畢row_index++; } // 數(shù)據(jù)行讀取完畢}// read data from xlsx to arraypublic final void readDataToArray(int row_start, int row_end) {Iterator<Row> itr = readIterator(); // 獲得遍歷行 的迭代器Row row = null; // 行對(duì)象int index = 0;// 行索引int row_length = row_end-row_start+1; // 數(shù)據(jù)行數(shù)// the first row is ommited for it stores column indexif (itr.hasNext()) {row = itr.next();}// 定位行指針到 row_startwhile(itr.hasNext()){index++;if(index == row_start) {break;}row = itr.next();}index -= row_start;// other rows stores time series datawhile (itr.hasNext() && (index!=row_length)) {int j = 0;row = itr.next();Iterator<Cell> cellIterator = row.cellIterator(); // 遍歷每行單元格的迭代器Cell cell = null; // the first column is ommited for it stores row indexif(cellIterator.hasNext())cell = cellIterator.next();while (cellIterator.hasNext()) {cell = cellIterator.next();ClusterData.items[index][j++] = cell.getNumericCellValue(); }// 一行數(shù)據(jù)讀取完畢index++; } // 數(shù)據(jù)行讀取完畢}// 獲取數(shù)據(jù)行 迭代器final Iterator<Row> readIterator() {Iterator<Row> itr = null;try {File excel = new File(this.dataPath);FileInputStream fis = new FileInputStream(excel);// 創(chuàng)建工作簿XSSFWorkbook book = new XSSFWorkbook(fis);// 創(chuàng)建工作簿下的第一頁(yè)紙張XSSFSheet sheet = book.getSheetAt(0);// 紙張的迭代器，用于遍歷行itr = sheet.iterator();// Iterating over Excel file in Java} catch (Exception e) {// TODO: handle exceptione.printStackTrace();}return itr;} }

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