How Can I Optimize Writing Speed When Writing Massive Data to Text Files in Java?-javaTutorial-php.cn

How Can I Optimize Writing Speed When Writing Massive Data to Text Files in Java?

Linda Hamilton

Release： 2024-11-27 10:00:14

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How Can I Optimize Writing Speed When Writing Massive Data to Text Files in Java?

Investigating the Optimal Speed for Writing Massive Data to Text Files in Java

Writing extensive data to text files can be a time-consuming task, and achieving the optimal speed is crucial. This article explores the fastest technique for writing large amounts of data in Java using the text file format.

The Bottleneck with BufferedWriter

When using BufferedWriter to write data to a text file, the default buffer size may result in slower performance. This is because BufferedWriter periodically flushes the internal buffer to the underlying file stream, introducing additional overheads.

Stripping Away BufferedWriter

To optimize the writing speed, consider eliminating BufferedWriter and directly using the FileWriter. This approach eliminates the buffer flushing overhead and allows the system to perform direct writes to the disk's cache memory.

Performance Measurements

Empirically, removing BufferedWriter significantly improves write speed. A test conducted using 4 million strings (175MB) showed a reduction in writing time from 40 seconds to around 4-5 seconds on a modern system.

Isolating Overhead

To identify the bottlenecks in the writing process, it is essential to separate the time spent retrieving records from the time consumed by file writing. By conducting separate tests for each task, you can pinpoint the areas where performance improvements can be made.

Alternative Implementation

The following Java code provides an alternative implementation using both direct and buffered file writing, allowing for comparisons between different buffer sizes:

import java.io.BufferedWriter;
import java.io.File;
import java.io.FileWriter;
import java.io.IOException;
import java.io.Writer;
import java.util.ArrayList;
import java.util.List;

public class FileWritingPerfTest {

    private static final int ITERATIONS = 5;
    private static final double MEG = (Math.pow(1024, 2));
    private static final int RECORD_COUNT = 4000000;
    private static final String RECORD = "Help I am trapped in a fortune cookie factory\n";
    private static final int RECSIZE = RECORD.getBytes().length;

    public static void main(String[] args) throws Exception {
        List<String> records = new ArrayList<String>(RECORD_COUNT);
        int size = 0;
        for (int i = 0; i < RECORD_COUNT; i++) {
            records.add(RECORD);
            size += RECSIZE;
        }
        System.out.println(records.size() + " 'records'");
        System.out.println(size / MEG + " MB");

        for (int i = 0; i < ITERATIONS; i++) {
            System.out.println("\nIteration " + i);

            writeRaw(records);
            writeBuffered(records, 8192);
            writeBuffered(records, (int) MEG);
            writeBuffered(records, 4 * (int) MEG);
        }
    }

    private static void writeRaw(List<String> records) throws IOException {
        File file = File.createTempFile("foo", ".txt");
        try {
            FileWriter writer = new FileWriter(file);
            System.out.print("Writing raw... ");
            write(records, writer);
        } finally {
            // comment this out if you want to inspect the files afterward
            file.delete();
        }
    }

    private static void writeBuffered(List<String> records, int bufSize) throws IOException {
        File file = File.createTempFile("foo", ".txt");
        try {
            FileWriter writer = new FileWriter(file);
            BufferedWriter bufferedWriter = new BufferedWriter(writer, bufSize);

            System.out.print("Writing buffered (buffer size: " + bufSize + ")... ");
            write(records, bufferedWriter);
        } finally {
            // comment this out if you want to inspect the files afterward
            file.delete();
        }
    }

    private static void write(List<String> records, Writer writer) throws IOException {
        long start = System.currentTimeMillis();
        for (String record: records) {
            writer.write(record);
        }
        // writer.flush(); // close() sh

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This implementation reveals the speed benefits of using direct file writing and provides insights into the influence of varying buffer sizes on write performance.

By optimizing the file writing process and removing unnecessary overheads, Java allows you to write extensive data to text files efficiently. Direct file writing or using BufferedWriter with large buffer sizes can significantly enhance the write speed, enabling you to handle even massive data sets with remarkable speed.

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