您好我有一个问题,我必须读取一个巨大的 csv 文件。从中删除第一个字段,然后仅将唯一值存储到文件中。我已经使用实现生产者-消费者模式的线程编写了一个程序。
CSVLineStripper 类执行顾名思义。从 csv 中取出一行,从每一行中删除第一个字段并将其添加到队列中。CSVLineProcessor 然后将该字段一一存储在数组列表中,并检查字段是否唯一,因此仅存储唯一值。Arraylist 仅供参考。每个唯一字段都写入文件。
现在发生的事情是所有字段都被正确剥离。我运行了大约 3000 行,这一切都是正确的。当我为所有行(大约 7,00,000 + 行)启动程序时,我得到不完整的记录,大约 1000 个唯一的记录没有被采用。每个字段都用双引号括起来。奇怪的是,生成的文件中的最后一个字段是一个不完整的单词,并且缺少结束双引号。为什么会这样?
import java.util.*;
import java.io.*;
class CSVData
{
Queue <String> refererHosts = new LinkedList <String> ();
Queue <String> uniqueReferers = new LinkedList <String> (); // final writable queue of unique referers
private int finished = 0;
private int safety = 100;
private String line = "";
public CSVData(){}
public synchronized String getCSVLine() throws InterruptedException{
int i = 0;
while(refererHosts.isEmpty()){
if(i < safety){
wait(10);
}else{
return null;
}
i++;
}
finished = 0;
line = refererHosts.poll();
return line;
}
public synchronized void putCSVLine(String CSVLine){
if(finished == 0){
refererHosts.add(CSVLine);
this.notifyAll();
}
}
}
class CSVLineStripper implements Runnable //Producer
{
private CSVData cd;
private BufferedReader csv;
public CSVLineStripper(CSVData cd, BufferedReader csv){ // CONSTRUCTOR
this.cd = cd;
this.csv = csv;
}
public void run() {
System.out.println("Producer running");
String line = "";
String referer = "";
String [] CSVLineFields;
int limit = 700000;
int lineCount = 1;
try {
while((line = csv.readLine()) != null){
CSVLineFields = line.split(",");
referer = CSVLineFields[0];
cd.putCSVLine(referer);
lineCount++;
if(lineCount >= limit){
break;
}
}
} catch (IOException e) {
e.printStackTrace();
}
System.out.println("<<<<<< PRODUCER FINISHED >>>>>>>");
}
private String printString(String [] str){
String string = "";
for(String s: str){
string = string + " "+s;
}
return string;
}
}
class CSVLineProcessor implements Runnable
{
private CSVData cd;
private FileWriter fw = null;
private BufferedWriter bw = null;
public CSVLineProcessor(CSVData cd, BufferedReader bufferedReader){ // CONSTRUCTOR
this.cd = cd;
try {
this.fw = new FileWriter("unique_referer_dump.txt");
} catch (IOException e) {
e.printStackTrace();
}
this.bw = new BufferedWriter(fw);
}
public void run() {
System.out.println("Consumer Started");
String CSVLine = "";
int safety = 10000;
ArrayList <String> list = new ArrayList <String> ();
while(CSVLine != null || safety <= 10000){
try {
CSVLine = cd.getCSVLine();
if(!list.contains(CSVLine)){
list.add(CSVLine);
this.CSVDataWriter(CSVLine);
}
} catch (Exception e) {
e.printStackTrace();
}
if(CSVLine == null){
break;
}else{
safety++;
}
}
System.out.println("<<<<<< CONSUMER FINISHED >>>>>>>");
System.out.println("Unique referers found in 30000 records "+list.size());
}
private void CSVDataWriter(String referer){
try {
bw.write(referer+"\n");
} catch (Exception e) {
e.printStackTrace();
}
}
}
public class RefererCheck2
{
public static void main(String [] args) throws InterruptedException
{
String pathToCSV = "/home/shantanu/DEV_DOCS/Contextual_Work/excite_domain_kw_site_wise_click_rev2.csv";
CSVResourceHandler csvResHandler = new CSVResourceHandler(pathToCSV);
CSVData cd = new CSVData();
CSVLineProcessor consumer = new CSVLineProcessor(cd, csvResHandler.getCSVFileHandler());
CSVLineStripper producer = new CSVLineStripper(cd, csvResHandler.getCSVFileHandler());
Thread consumerThread = new Thread(consumer);
Thread producerThread = new Thread(producer);
producerThread.start();
consumerThread.start();
}
}
这是示例输入的方式:
"xyz.abc.com","4432"."clothing and gifts","true"
"pqr.stu.com","9537"."science and culture","false"
"0.stu.com","542331"."education, studies","false"
"m.dash.com","677665"."technology, gadgets","false"
队列中的生产者存储:
"xyz.abc.com"
"pqr.stu.com"
"0.stu.com"
"m.dash.com"
消费者在文件中存储唯一性,但在打开文件内容后会看到
"xyz.abc.com"
"pqr.stu.com"
"0.st