自從上一篇:后，很巧的是這次又發現一個問題，所以有了這篇文章，還是想沿用上篇的”流水帳“的方式查找問題和解決問題。這篇文章主要是因為使用POI導入一個20M的excel發生了OOM(OutOfMemoryError)異常。說來也慚愧，工作了這麼多年，還真沒導入過這種大小的文件，並且還發生了內存溢出。如果你百度下基本上清一色的告訴你:POI導入excel文件有兩種方式，第一種是用戶模式，這種模式用起來很簡單直觀，可以類比xml的dom方式解析(這裏只針對excel2007，因為2003本身就有最大條數限制並且目前基本用的很少，這裏直接忽略)，第二種是event模式，這種通常是網上說的解決POI導入大excel的”萬金油“方法,可以類比為xml的sax解析方式。呵呵，我這篇文章首先就是要干趴這種方法（JVM使用-Xms512m -Xmx512m）。不信你隨便寫一個導入接口，導入如下20M大小的execl看看:鏈接: https://pan.baidu.com/s/1DUrS8ctLPp7Z6imOc1aIUQ 提取碼: hd79 。
首先，既然要導入大點的excel2007，那麼我們應該稍微了解一下這種文件如何存儲數據，我們百度上可以發現，2007其實就是一個壓縮包，可以直接修改後綴成zip然後解壓打開文件看看，如下
上圖可以看到最大的兩個文件就兩個:sharedStrings.xml和sheet1.xml。其中sheet2.xml這個可以不關注，直接從excel刪掉都沒事，這裏沒刪除主要是沒多大關係，這個excel文件也是測試直接提供給我的。由於sheet2比較小，與這個文章說到的內存溢出並無關係，請不要胡思亂想，被分散了注意。
直接用大文本編輯工具打開上圖兩個大文件，可以發現sharedString.xml里內容其實就是excel中每個單元格里的字符串內容（数字類型除外）,sheet.xml就是每個sheet里的結構xml，了解到這裏基本上就了解了本文章說到問題的基本知識，然後下面進入正題。
先使用百度中查到的提供的event方式導入excel,代碼如下:
package com.example.utils;
import org.apache.poi.openxml4j.opc.OPCPackage;
import org.apache.poi.xssf.eventusermodel.ReadOnlySharedStringsTable;
import org.apache.poi.xssf.eventusermodel.XSSFReader;
import org.apache.poi.xssf.usermodel.XSSFRichTextString;
import org.xml.sax.Attributes;
import org.xml.sax.InputSource;
import org.xml.sax.SAXException;
import org.xml.sax.XMLReader;
import org.xml.sax.helpers.DefaultHandler;
import org.xml.sax.helpers.XMLReaderFactory;
import java.io.File;
import java.io.InputStream;
import java.sql.SQLException;
import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;
/**
* 百度上直接copy過來的
* XSSF and SAX (Event API)
*/
public abstract class BigDataParseExcelUtil extends DefaultHandler {
private ReadOnlySharedStringsTable sst;
private String lastContents;
private boolean nextIsString;
private int sheetIndex = -1;
private List<String> rowlist = new ArrayList<String>();
private int curRow = 0; // 當前行
private int curCol = 0; // 當前列索引
private int preCol = 0; // 上一列列索引
private int titleRow = 0; // 標題行，一般情況下為0
private int rowsize = 0; // 列數
private List excelList = new ArrayList(); //excel全部轉換為list
// excel記錄行操作方法，以sheet索引，行索引和行元素列表為參數，對sheet的一行元素進行操作，元素為String類型
public abstract void optRows(int sheetIndex, int curRow,
List<String> rowlist, List excelList) throws SQLException, Exception;
// 只遍歷一個sheet，其中sheetId為要遍歷的sheet索引，從1開始，1-3
/**
* @param filename
* @param sheetId sheetId為要遍歷的sheet索引，從1開始，1-3
* @throws Exception
*/
public void processOneSheet(String filename, int sheetId) throws Exception {
OPCPackage pkg = OPCPackage.open(filename);
XSSFReader r = new XSSFReader(pkg);
ReadOnlySharedStringsTable strings = new ReadOnlySharedStringsTable(pkg);
XMLReader parser = fetchSheetParser(strings);
// rId2 found by processing the Workbook
// 根據 rId# 或 rSheet# 查找sheet
InputStream sheet2 = r.getSheet("rId" + sheetId);
sheetIndex++;
InputSource sheetSource = new InputSource(sheet2);
parser.parse(sheetSource);
sheet2.close();
}
@Override
public void characters(char[] ch, int start, int length)
throws SAXException {
// 得到單元格內容的值
lastContents += new String(ch, start, length);
}
public void process(InputStream inputStream) throws Exception {
OPCPackage pkg = OPCPackage.open(inputStream);
XSSFReader r = new XSSFReader(pkg);
ReadOnlySharedStringsTable strings = new ReadOnlySharedStringsTable(pkg);
XMLReader parser = fetchSheetParser(strings);
Iterator<InputStream> sheets = r.getSheetsData();
while (sheets.hasNext()) {
curRow = 0;
sheetIndex++;
InputStream sheet = sheets.next();
InputSource sheetSource = new InputSource(sheet);
parser.parse(sheetSource);
sheet.close();
}
}
/**
* 遍歷 excel 文件
*/
public void process(File file) throws Exception {
OPCPackage pkg = OPCPackage.open(file);
XSSFReader r = new XSSFReader(pkg);
ReadOnlySharedStringsTable strings = new ReadOnlySharedStringsTable(pkg);
XMLReader parser = fetchSheetParser(strings);
Iterator<InputStream> sheets = r.getSheetsData();
while (sheets.hasNext()) {
curRow = 0;
sheetIndex++;
InputStream sheet = sheets.next();
InputSource sheetSource = new InputSource(sheet);
parser.parse(sheetSource);
sheet.close();
}
}
public XMLReader fetchSheetParser(ReadOnlySharedStringsTable sst)
throws SAXException {
XMLReader parser = XMLReaderFactory.createXMLReader();
// .createXMLReader("org.apache.xerces.parsers.SAXParser");
this.sst = sst;
parser.setContentHandler(this);
return parser;
}
@Override
public void startElement(String uri, String localName, String name,
Attributes attributes) throws SAXException {
// c => 單元格
if (name.equals("c")) {
// 如果下一個元素是 SST 的索引，則將nextIsString標記為true
String cellType = attributes.getValue("t");
String rowStr = attributes.getValue("r");
curCol = this.getRowIndex(rowStr);
if (cellType != null && cellType.equals("s")) {
nextIsString = true;
} else {
nextIsString = false;
}
}
// 置空
lastContents = "";
}
@Override
public void endElement(String uri, String localName, String name)
throws SAXException {
// 根據SST的索引值的到單元格的真正要存儲的字符串
// 這時characters()方法可能會被調用多次
if (nextIsString) {
try {
int idx = Integer.parseInt(lastContents);
lastContents = new XSSFRichTextString(sst.getEntryAt(idx))
.toString();
} catch (Exception e) {
}
}
// v => 單元格的值，如果單元格是字符串則v標籤的值為該字符串在SST中的索引
// 將單元格內容加入rowlist中，在這之前先去掉字符串前後的空白符
if (name.equals("v")) {
String value = lastContents.trim();
value = value.equals("") ? " " : value;
int cols = curCol - preCol;
if (cols > 1) {
for (int i = 0; i < cols - 1; i++) {
rowlist.add(preCol, "");
}
}
preCol = curCol;
rowlist.add(curCol - 1, value);
} else {
// 如果標籤名稱為 row ，這說明已到行尾，調用 optRows() 方法
if (name.equals("row")) {
int tmpCols = rowlist.size();
if (curRow > this.titleRow && tmpCols < this.rowsize) {
for (int i = 0; i < this.rowsize - tmpCols; i++) {
rowlist.add(rowlist.size(), "");
}
}
try {
optRows(sheetIndex, curRow, rowlist, excelList);
} catch (SQLException e) {
e.printStackTrace();
} catch (Exception e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
if (curRow == this.titleRow) {
this.rowsize = rowlist.size();
}
rowlist.clear();
curRow++;
curCol = 0;
preCol = 0;
}
}
}
// 得到列索引，每一列c元素的r屬性構成為字母加数字的形式，字母組合為列索引，数字組合為行索引，
// 如AB45,表示為第（A-A+1）*26+（B-A+1）*26列，45行
public int getRowIndex(String rowStr) {
rowStr = rowStr.replaceAll("[^A-Z]", "");
byte[] rowAbc = rowStr.getBytes();
int len = rowAbc.length;
float num = 0;
for (int i = 0; i < len; i++) {
num += (rowAbc[i] - 'A' + 1) * Math.pow(26, len - i - 1);
}
return (int) num;
}
}
package com.example.service;
import com.example.utils.BigDataParseExcelUtil;
import org.springframework.stereotype.Service;
import java.io.InputStream;
import java.sql.SQLException;
import java.util.List;
/**
* @author: rongdi
* @date:
*/
@Service
public class ExcelService {
public void import1(InputStream inputStream) throws Exception {
BigDataParseExcelUtil xlx = new BigDataParseExcelUtil() {
@Override
public void optRows(int sheetIndex, int curRow, List<String> rowlist, List excelList)
throws SQLException {
System.out.println(rowlist);
}
};
xlx.process(inputStream);
}
}
package com.example.controller;
import com.example.service.ExcelService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Controller;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.ResponseBody;
import org.springframework.web.multipart.MultipartFile;
/**
* @author: rongdi
* @date:
*/
@Controller
public class ExcelController {
@Autowired
private ExcelService excelService;
@RequestMapping("/excel/import1")
@ResponseBody
public String import1(@RequestParam("file") MultipartFile multipartFile) throws Exception {
excelService.import1(multipartFile.getInputStream());
return "ok";
}
}
使用postman等工具，導入上面說的20M的文件，報錯如下:
那我們優化一下不使用inputStream，直接使用一個File傳入看看
public void import2(File file) throws Exception {
BigDataParseExcelUtil xlx = new BigDataParseExcelUtil() {
@Override
public void optRows(int sheetIndex, int curRow, List<String> rowlist, List excelList)
throws SQLException {
System.out.println(rowlist);
}
};
xlx.process(file);
}
@RequestMapping("/excel/import2")
@ResponseBody
public String import2(@RequestParam("file") MultipartFile multipartFile) throws Exception {
// 延遲解析比率
ZipSecureFile.setMinInflateRatio(-1.0d);
File tmp = Files.createTempFile("tmp-", ".xlsx").toFile();
Files.copy(multipartFile.getInputStream(), Paths.get(tmp.getPath()), StandardCopyOption.REPLACE_EXISTING);
excelService.import2(tmp);
return "ok";
}
使用postman上傳文件運行效果如下：
這時候就發現很尷尬了，難道是POI自己代碼里就有bug，我們可以使用斷點調試確認一下這個strings里到底是不是全部放了sharedStrings.xml里的內容。
由上證明就是這個strings裝多了導致內存溢出了，從這裏可以看出網上說使用event事件解析excel的方案基本都是行不通的，哎，我也不懂為啥百度上都是這種答案，難道他們壓根都沒遇到過大數據導入嗎?當然也有可能我冤枉了他們，因為sharedStrings.xml中存放的是每個單元格的字符串內容，這個存放是排重過的，如果雖然excel里單元格很多，但是大多都是整型或者大多都是重複的，那確實可以跳過這一步一路之後會一路暢通了，因為畢竟sax解析xml確實可以節省很多內存。
從上分析可以看到POI就兩種方式導入：一種是用戶方式寫代碼簡單，基本按順序數格子就好，但是類比dom方式解析xml，很耗內存。第二種事件方式，類比sax方式解析xml確實很省內存，但是POI提供的類里把解析出的大量字符串放入了集合中，還是會導致內存溢出。那麼我們怎麼解決這個問題，這裏很常規的想法是到底這個strings是用來幹啥的，怎麼用的，如果可以保持strings相同邏輯功能的前提下，修改了ReadOnlySharedStringsTable這個類的邏輯，就可以解決這裏的內存溢出了。那麼我們可以直接搜索ReadOnlySharedStringsTable類里所有用到strings的方法上打上斷點，特別是從strings里取值的方法上，然後調大jvm內存避免內存溢出的情況下斷點調試如下
我們是不是可以直接往strings里添加字符串和獲取字符串的方法那裡替換掉，不要使用strings這個集合存儲所有字符串。但是既然excel里設計成使用一個sharedStrings.xml存放公共的字符串，而不是像csv格式那樣，每次讀一行取一行數據就好了。那麼這個sharedStrings.xml中的數據總要解析出來，總要有個地方存儲裏面的數據，不然怎麼結合sheet.xml的格式獲取到每一行的數據呢？所以這裏就很尷尬了，不能每次解析sharedStrings.xml時不保存每次需要獲取strings的時候，再去解析一下這個xm吧,如果從本文章的xml上來看，要重複解析25W次，效率極其低。現在問題可以簡化成我們需要把sharedStrings.xml解析出的所有字符串放在一個地方，還能方便解析，由於怕內存溢出，肯定不能放在內存中了。那麼這裏就有一些選擇，比如解析出的字符串按加入strings集合的順序放入數據庫，文件，外部存儲或者緩存(限制內存大小，多餘寫入文件)存儲中。然後使用的時候按照索引位置idx去一一取出。本文章先使用臨時文件來放這些數據，因為不想搞那麼複雜，導入任務不管再多複雜的系統中，最終執行的都會是一個單節點，在單節點中先使用本機資源這種就近資源是最方便的。如下直接先複製源碼，然後修改上述說的兩個地方。
package com.example.utils;
import org.apache.poi.ooxml.util.SAXHelper;
import org.apache.poi.openxml4j.opc.OPCPackage;
import org.apache.poi.openxml4j.opc.PackagePart;
import org.apache.poi.ss.usermodel.RichTextString;
import org.apache.poi.util.Removal;
import org.apache.poi.xssf.model.SharedStrings;
import org.apache.poi.xssf.usermodel.XSSFRelation;
import org.apache.poi.xssf.usermodel.XSSFRichTextString;
import org.xml.sax.Attributes;
import org.xml.sax.InputSource;
import org.xml.sax.SAXException;
import org.xml.sax.XMLReader;
import org.xml.sax.helpers.DefaultHandler;
import javax.xml.parsers.ParserConfigurationException;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.FileOutputStream;
import java.io.FileReader;
import java.io.IOException;
import java.io.InputStream;
import java.io.LineNumberReader;
import java.io.PushbackInputStream;
import java.nio.file.Files;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import static org.apache.poi.xssf.usermodel.XSSFRelation.NS_SPREADSHEETML;
public class ReadOnlySharedStringsTable extends DefaultHandler implements SharedStrings {
protected final boolean includePhoneticRuns;
/**
* An integer representing the total count of strings in the workbook. This count does not
* include any numbers, it counts only the total of text strings in the workbook.
*/
protected int count;
/**
* An integer representing the total count of unique strings in the Shared String Table.
* A string is unique even if it is a copy of another string, but has different formatting applied
* at the character level.
*/
protected int uniqueCount;
/**
* The shared strings table.
*/
private List<String> strings;
private File tmp = null;
FileOutputStream fos = null;
private int counts;
private Map<Integer,String> map = new LinkedHashMap<Integer,String>();
public ReadOnlySharedStringsTable(OPCPackage pkg)
throws IOException, SAXException {
this(pkg, true);
}
public ReadOnlySharedStringsTable(OPCPackage pkg, boolean includePhoneticRuns)
throws IOException, SAXException {
this.includePhoneticRuns = includePhoneticRuns;
ArrayList<PackagePart> parts =
pkg.getPartsByContentType(XSSFRelation.SHARED_STRINGS.getContentType());
// Some workbooks have no shared strings table.
if (parts.size() > 0) {
PackagePart sstPart = parts.get(0);
readFrom(sstPart.getInputStream());
}
}
/**
* Like POIXMLDocumentPart constructor
*
* Calls {@link #ReadOnlySharedStringsTable(PackagePart, boolean)}, with a
* value of <code>true</code> to include phonetic runs.
*
* @since POI 3.14-Beta1
*/
public ReadOnlySharedStringsTable(PackagePart part) throws IOException, SAXException {
this(part, true);
}
/**
* Like POIXMLDocumentPart constructor
*
* @since POI 3.14-Beta3
*/
public ReadOnlySharedStringsTable(PackagePart part, boolean includePhoneticRuns)
throws IOException, SAXException {
this.includePhoneticRuns = includePhoneticRuns;
readFrom(part.getInputStream());
}
/**
* Read this shared strings table from an XML file.
*
* @param is The input stream containing the XML document.
* @throws IOException if an error occurs while reading.
* @throws SAXException if parsing the XML data fails.
*/
public void readFrom(InputStream is) throws IOException, SAXException {
// test if the file is empty, otherwise parse it
PushbackInputStream pis = new PushbackInputStream(is, 1);
int emptyTest = pis.read();
if (emptyTest > -1) {
pis.unread(emptyTest);
InputSource sheetSource = new InputSource(pis);
try {
XMLReader sheetParser = SAXHelper.newXMLReader();
sheetParser.setContentHandler(this);
sheetParser.parse(sheetSource);
} catch(ParserConfigurationException e) {
throw new RuntimeException("SAX parser appears to be broken - " + e.getMessage());
}
}
}
/**
* Return an integer representing the total count of strings in the workbook. This count does not
* include any numbers, it counts only the total of text strings in the workbook.
*
* @return the total count of strings in the workbook
*/
@Override
public int getCount() {
return this.count;
}
/**
* Returns an integer representing the total count of unique strings in the Shared String Table.
* A string is unique even if it is a copy of another string, but has different formatting applied
* at the character level.
*
* @return the total count of unique strings in the workbook
*/
@Override
public int getUniqueCount() {
return this.uniqueCount;
}
/**
* Return the string at a given index.
* Formatting is ignored.
*
* @param idx index of item to return.
* @return the item at the specified position in this Shared String table.
* @deprecated use <code>getItemAt</code> instead
*/
@Removal(version = "4.2")
@Deprecated
public String getEntryAt(int idx) {
/**
* 這裏就是修改部分了，直接從按行存儲的臨時文件讀取需要的字符串
*/
String value = map.get(idx + 1);
if(value == null) {
return readString(idx,1000,this.uniqueCount);
} else {
return value;
}
}
/**
* 從指定位置讀取size個字符串，這裡是使用局部性原理，每次讀取size個字符串，
* 以免每次需要讀取文件，性能極低
* @return
*/
private String readString(int idx,int size,int numbers) {
map.clear();
int currNumber = idx + 1;
if (currNumber < 0 || currNumber > numbers) {
return null;
}
try {
FileReader in = new FileReader(tmp);
LineNumberReader reader = new LineNumberReader(in);
try {
String line = "";
for(int i = 1;i <= numbers;i ++) {
line = reader.readLine();
if(i >= currNumber && i < currNumber + size) {
map.put(i, line);
}
}
} finally {
reader.close();
in.close();
}
} catch (Exception e) {
System.out.println(e.getMessage());
}
return map.get(idx + 1);
}
/**
* Returns all the strings.
* Formatting is ignored.
*
* @return a list with all the strings
* @deprecated use <code>getItemAt</code> instead
*/
@Removal(version = "4.2")
@Deprecated
public List<String> getItems() {
return strings;
}
@Override
public RichTextString getItemAt(int idx) {
return new XSSFRichTextString(getEntryAt(idx));
}
//// ContentHandler methods ////
private StringBuilder characters;
private boolean tIsOpen;
private boolean inRPh;
@Override
public void startElement(String uri, String localName, String name,
Attributes attributes) throws SAXException {
if (uri != null && ! uri.equals(NS_SPREADSHEETML)) {
return;
}
if ("sst".equals(localName)) {
String count = attributes.getValue("count");
if(count != null) this.count = Integer.parseInt(count);
String uniqueCount = attributes.getValue("uniqueCount");
if(uniqueCount != null) this.uniqueCount = Integer.parseInt(uniqueCount);
try {
tmp = Files.createTempFile("tmp-", ".xlsx").toFile();
} catch (IOException e) {
e.printStackTrace();
}
// this.strings = new ArrayList<>(this.uniqueCount);
characters = new StringBuilder(64);
try {
fos = new FileOutputStream(tmp,true);
} catch (FileNotFoundException e) {
e.printStackTrace();
}
} else if ("si".equals(localName)) {
characters.setLength(0);
} else if ("t".equals(localName)) {
tIsOpen = true;
} else if ("rPh".equals(localName)) {
inRPh = true;
//append space...this assumes that rPh always comes after regular <t>
if (includePhoneticRuns && characters.length() > 0) {
characters.append(" ");
}
}
}
@Override
public void endElement(String uri, String localName, String name) throws SAXException {
if (uri != null && ! uri.equals(NS_SPREADSHEETML)) {
return;
}
if ("si".equals(localName)) {
// strings.add(characters.toString().intern());
try {
/**
* 這裏就是修改的一部分，這裏直接把字符串按行存入臨時文件
*/
counts ++;
fos.write((characters.toString() + "\n").getBytes());
if(counts == this.uniqueCount) {
fos.close();
}
} catch (IOException e) {
e.printStackTrace();
}
} else if ("t".equals(localName)) {
tIsOpen = false;
} else if ("rPh".equals(localName)) {
inRPh = false;
}
}
/**
* Captures characters only if a t(ext) element is open.
*/
@Override
public void characters(char[] ch, int start, int length) throws SAXException {
if (tIsOpen) {
if (inRPh && includePhoneticRuns) {
characters.append(ch, start, length);
} else if (! inRPh){
characters.append(ch, start, length);
}
}
}
}
然後在自己代碼里把包換成自己的包，替換POI里該類的包，運行JVM堆情況如下毫無壓力
自此內存溢出問題大功告成！針對使用POI導入大Excel遇到的問題總結如下：
1）網上給出的方案不管是用戶模式還是事件模式，往往都不能支持大excel的導入
2）excel本質上是一堆excel的壓縮包（這裏只考慮2007忽略2003）改了個後綴名成xlsx
3）使用事件導入時應先將上傳文件存入文件，再使用文件OPCPackage.open(file)，如果直接傳入輸入流，由於裏面邏輯會將輸入流的所有內容先存入ByteArrayOutputStream 中，這個輸出流實際上是一個內存中的字節流，所以也會導致內存溢出。
4）用戶模式不用考慮，事件模式會先將sharedString.xml這個大xml解析出來放入一個List中，不管通過什麼方式都繞不開需要解析這個類，因為每個單元格的字符串都放在這個xml中，而要解析這個xml最常規的方法就是保存在內存使用list和map之內的容器存放我相信不會有人會想剛解析出一個xml還要存迴文件中把，這裏基本就繞不開ReadOnlySharedStringsTable或者SharedStringsTable,就算你僥倖繞開了，想自己解析，或許還是重複這兩個類的悲劇，這就是另外一種內存溢出的根源。
回顧一下上述實現直接把sharedStrings.xml中的內容粗略的保存到文件中，然後再從文件中獲取是屬於很低劣的實現，只能說能滿足不內存溢出，性能方面堪憂！下面直接借鑒easyexcel源碼中用到的ReadCache來實現保存sharedStrings.xml中的內容
package com.example.advanceevent;
import com.example.utils.FileUtils;
import org.ehcache.Cache;
import org.ehcache.CacheManager;
import org.ehcache.config.CacheConfiguration;
import org.ehcache.config.builders.CacheConfigurationBuilder;
import org.ehcache.config.builders.CacheManagerBuilder;
import org.ehcache.config.builders.ResourcePoolsBuilder;
import org.ehcache.config.units.MemoryUnit;
import org.ehcache.core.Ehcache;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.File;
import java.util.HashMap;
import java.util.UUID;
/**
* @author: rongdi
* @date:
*/
public class ReadCache {
private static final Logger LOGGER = LoggerFactory.getLogger(Ehcache.class);
private int index = 0;
private HashMap<Integer, String> dataMap = new HashMap(1334);
private static CacheManager fileCacheManager;
private static CacheConfiguration<Integer, HashMap> fileCacheConfiguration;
private static CacheManager activeCacheManager;
private CacheConfiguration<Integer, HashMap> activeCacheConfiguration;
private Cache<Integer, HashMap> fileCache;
private Cache<Integer, HashMap> activeCache;
private String cacheAlias;
private int cacheMiss = 0;
public ReadCache(int maxCacheActivateSize) {
this.activeCacheConfiguration = CacheConfigurationBuilder.newCacheConfigurationBuilder(Integer.class, HashMap.class, ResourcePoolsBuilder.newResourcePoolsBuilder().heap((long)maxCacheActivateSize, MemoryUnit.MB)).withSizeOfMaxObjectGraph(1000000L).withSizeOfMaxObjectSize((long)maxCacheActivateSize, MemoryUnit.MB).build();
init();
}
private void init() {
this.cacheAlias = UUID.randomUUID().toString();
this.fileCache = fileCacheManager.createCache(this.cacheAlias, fileCacheConfiguration);
this.activeCache = activeCacheManager.createCache(this.cacheAlias, this.activeCacheConfiguration);
}
public void put(String value) {
this.dataMap.put(this.index, value);
if ((this.index + 1) % 1000 == 0) {
this.fileCache.put(this.index / 1000, this.dataMap);
this.dataMap = new HashMap(1334);
}
++this.index;
if (LOGGER.isDebugEnabled() && this.index % 1000000 == 0) {
LOGGER.debug("Already put :{}", this.index);
}
}
public String get(Integer key) {
if (key != null && key >= 0) {
int route = key / 1000;
HashMap<Integer, String> dataMap = (HashMap)this.activeCache.get(route);
if (dataMap == null) {
dataMap = (HashMap)this.fileCache.get(route);
this.activeCache.put(route, dataMap);
if (LOGGER.isDebugEnabled() && this.cacheMiss++ % 1000 == 0) {
LOGGER.debug("Cache misses count:{}", this.cacheMiss);
}
}
return (String)dataMap.get(key);
} else {
return null;
}
}
public void putFinished() {
if (this.dataMap != null) {
this.fileCache.put(this.index / 1000, this.dataMap);
}
}
public void destroy() {
fileCacheManager.removeCache(this.cacheAlias);
activeCacheManager.removeCache(this.cacheAlias);
}
static {
File cacheFile = FileUtils.createCacheTmpFile();
fileCacheManager = CacheManagerBuilder.newCacheManagerBuilder().with(CacheManagerBuilder.persistence(cacheFile)).build(true);
activeCacheManager = CacheManagerBuilder.newCacheManagerBuilder().build(true);
fileCacheConfiguration = CacheConfigurationBuilder.newCacheConfigurationBuilder(Integer.class, HashMap.class, ResourcePoolsBuilder.newResourcePoolsBuilder().disk(10L, MemoryUnit.GB)).withSizeOfMaxObjectGraph(1000000L).withSizeOfMaxObjectSize(10L, MemoryUnit.GB).build();
}
}
package com.example.advanceevent;
import org.apache.poi.ooxml.util.SAXHelper;
import org.apache.poi.openxml4j.opc.OPCPackage;
import org.apache.poi.openxml4j.opc.PackagePart;
import org.apache.poi.ss.usermodel.RichTextString;
import org.apache.poi.util.Removal;
import org.apache.poi.xssf.model.SharedStrings;
import org.apache.poi.xssf.usermodel.XSSFRelation;
import org.apache.poi.xssf.usermodel.XSSFRichTextString;
import org.xml.sax.Attributes;
import org.xml.sax.InputSource;
import org.xml.sax.SAXException;
import org.xml.sax.XMLReader;
import org.xml.sax.helpers.DefaultHandler;
import javax.xml.parsers.ParserConfigurationException;
import java.io.IOException;
import java.io.InputStream;
import java.io.PushbackInputStream;
import java.util.ArrayList;
import java.util.List;
import static org.apache.poi.xssf.usermodel.XSSFRelation.NS_SPREADSHEETML;
public class ReadOnlySharedStringsTable extends DefaultHandler implements SharedStrings {
protected final boolean includePhoneticRuns;
/**
* An integer representing the total count of strings in the workbook. This count does not
* include any numbers, it counts only the total of text strings in the workbook.
*/
protected int count;
/**
* An integer representing the total count of unique strings in the Shared String Table.
* A string is unique even if it is a copy of another string, but has different formatting applied
* at the character level.
*/
protected int uniqueCount;
/**
* 緩存
*/
ReadCache readCache = new ReadCache(100);
private int counts;
public ReadOnlySharedStringsTable(OPCPackage pkg)
throws IOException, SAXException {
this(pkg, true);
}
public ReadOnlySharedStringsTable(OPCPackage pkg, boolean includePhoneticRuns)
throws IOException, SAXException {
this.includePhoneticRuns = includePhoneticRuns;
ArrayList<PackagePart> parts =
pkg.getPartsByContentType(XSSFRelation.SHARED_STRINGS.getContentType());
// Some workbooks have no shared strings table.
if (parts.size() > 0) {
PackagePart sstPart = parts.get(0);
readFrom(sstPart.getInputStream());
}
}
/**
* Like POIXMLDocumentPart constructor
*
* Calls {@link #ReadOnlySharedStringsTable(PackagePart, boolean)}, with a
* value of <code>true</code> to include phonetic runs.
*
* @since POI 3.14-Beta1
*/
public ReadOnlySharedStringsTable(PackagePart part) throws IOException, SAXException {
this(part, true);
}
/**
* Like POIXMLDocumentPart constructor
*
* @since POI 3.14-Beta3
*/
public ReadOnlySharedStringsTable(PackagePart part, boolean includePhoneticRuns)
throws IOException, SAXException {
this.includePhoneticRuns = includePhoneticRuns;
readFrom(part.getInputStream());
}
/**
* Read this shared strings table from an XML file.
*
* @param is The input stream containing the XML document.
* @throws IOException if an error occurs while reading.
* @throws SAXException if parsing the XML data fails.
*/
public void readFrom(InputStream is) throws IOException, SAXException {
// test if the file is empty, otherwise parse it
PushbackInputStream pis = new PushbackInputStream(is, 1);
int emptyTest = pis.read();
if (emptyTest > -1) {
pis.unread(emptyTest);
InputSource sheetSource = new InputSource(pis);
try {
XMLReader sheetParser = SAXHelper.newXMLReader();
sheetParser.setContentHandler(this);
sheetParser.parse(sheetSource);
} catch(ParserConfigurationException e) {
throw new RuntimeException("SAX parser appears to be broken - " + e.getMessage());
}
}
}
/**
* Return an integer representing the total count of strings in the workbook. This count does not
* include any numbers, it counts only the total of text strings in the workbook.
*
* @return the total count of strings in the workbook
*/
@Override
public int getCount() {
return this.count;
}
/**
* Returns an integer representing the total count of unique strings in the Shared String Table.
* A string is unique even if it is a copy of another string, but has different formatting applied
* at the character level.
*
* @return the total count of unique strings in the workbook
*/
@Override
public int getUniqueCount() {
return this.uniqueCount;
}
/**
* Return the string at a given index.
* Formatting is ignored.
*
* @param idx index of item to return.
* @return the item at the specified position in this Shared String table.
* @deprecated use <code>getItemAt</code> instead
*/
@Removal(version = "4.2")
@Deprecated
public String getEntryAt(int idx) {
/**
* 這裏就是修改部分了，直接從按行存儲的臨時文件讀取需要的字符串
*/
return readCache.get(idx);
}
/**
* Returns all the strings.
* Formatting is ignored.
*
* @return a list with all the strings
* @deprecated use <code>getItemAt</code> instead
*/
@Removal(version = "4.2")
@Deprecated
public List<String> getItems() {
return null;
}
@Override
public RichTextString getItemAt(int idx) {
return new XSSFRichTextString(getEntryAt(idx));
}
//// ContentHandler methods ////
private StringBuilder characters;
private boolean tIsOpen;
private boolean inRPh;
@Override
public void startElement(String uri, String localName, String name,
Attributes attributes) throws SAXException {
if (uri != null && ! uri.equals(NS_SPREADSHEETML)) {
return;
}
if ("sst".equals(localName)) {
String count = attributes.getValue("count");
if(count != null) this.count = Integer.parseInt(count);
String uniqueCount = attributes.getValue("uniqueCount");
if(uniqueCount != null) this.uniqueCount = Integer.parseInt(uniqueCount);
// this.strings = new ArrayList<>(this.uniqueCount);
characters = new StringBuilder(64);
} else if ("si".equals(localName)) {
characters.setLength(0);
} else if ("t".equals(localName)) {
tIsOpen = true;
} else if ("rPh".equals(localName)) {
inRPh = true;
//append space...this assumes that rPh always comes after regular <t>
if (includePhoneticRuns && characters.length() > 0) {
characters.append(" ");
}
}
}
@Override
public void endElement(String uri, String localName, String name) throws SAXException {
if (uri != null && ! uri.equals(NS_SPREADSHEETML)) {
return;
}
if ("si".equals(localName)) {
// strings.add(characters.toString().intern());
readCache.put(characters.toString());
/**
* 這裏就是修改的一部分，這裏直接把字符串按行存入臨時文件
*/
counts ++;
if(counts == this.uniqueCount) {
readCache.putFinished();
}
} else if ("t".equals(localName)) {
tIsOpen = false;
} else if ("rPh".equals(localName)) {
inRPh = false;
}
}
/**
* Captures characters only if a t(ext) element is open.
*/
@Override
public void characters(char[] ch, int start, int length) throws SAXException {
if (tIsOpen) {
if (inRPh && includePhoneticRuns) {
characters.append(ch, start, length);
} else if (! inRPh){
characters.append(ch, start, length);
}
}
}
}
至此代碼效率有了相當大的提高，而且內存溢出問題也得到解決。詳細測試代碼：https://github.com/rongdi/poi-example.git
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