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Split a File as a Stream

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Split a File as a Stream

Curious about when you would actually use the splitAsStream method? Here's a use case of splitting a file into chunks that can be processed as streams.

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I recently discussed how the new (@since 1.8) method splitAsStream in the class Pattern works on character sequences, reading only as much as needed by the stream and not running ahead with pattern matching, creating all the possible elements and returning them as a stream. This behavior is the true nature of streams, and it is the way it has to be to support high-performance applications.

In this article, I will show a practical application of splitAsStream, where it really makes sense to process the stream and not just split the whole string into an array and work on that.

The application, as you may have guessed from the title of the article, is splitting up a file along some tokens. A file can be represented as a CharSequence as long it is not longer than 2GB. The limit comes from the fact that the length of a CharSequence is an int value, and that is 32 bits in Java. The file length is long, which is 64-bit. Since reading from a file is much slower than reading from a string that is already in memory, it makes sense to use the laziness of stream handling. All we need is a character sequence implementation that is backed up by a file. If we can have that, we can write a program like the following:

public static void main(String[] args) throws FileNotFoundException {
    Pattern p = Pattern.compile("[,\\.\\-;]");
    final CharSequence splitIt = 
        new FileAsCharSequence(
               new File("path_to_source\\SplitFileAsStream.java"));
    p.splitAsStream(splitIt).forEach(System.out::println);
}


This code does not read any part of the file — that is not needed yet — and assumes that the implementation FileAsCharSequence is not reading the file greedily. The class FileAsCharSequence implementation can be:

package com.epam.training.regex;

import java.io.*;

public class FileAsCharSequence implements CharSequence {
    private final int length;
    private final StringBuilder buffer = new StringBuilder();
    private final InputStream input;

    public FileAsCharSequence(File file) throws FileNotFoundException {
        if (file.length() > (long) Integer.MAX_VALUE) {
            throw new IllegalArgumentException("File is too long to handle as character sequence");
        }
        this.length = (int) file.length();
        this.input = new FileInputStream(file);
    }

    @Override
    public int length() {
        return length;
    }

    @Override
    public char charAt(int index) {
        ensureFilled(index + 1);
        return buffer.charAt(index);
    }


    @Override
    public CharSequence subSequence(int start, int end) {
        ensureFilled(end + 1);
        return buffer.subSequence(start, end);
    }

    private void ensureFilled(int index) {
        if (buffer.length() < index) {
            buffer.ensureCapacity(index);
            final byte[] bytes = new byte[index - buffer.length()];
            try {
                int length = input.read(bytes);
                if (length < bytes.length) {
                    throw new IllegalArgumentException("File ended unexpected");
                }
            } catch (IOException e) {
                throw new RuntimeException(e);
            }
            try {
                buffer.append(new String(bytes, "utf-8"));
            } catch (UnsupportedEncodingException ignored) {
            }
        }
    }
}


This implementation reads only that many bytes from the file as needed for the last, actual method call to charAt or subSequence.

If you are interested, you can improve this code to keep only the bytes in memory that are really needed and delete bytes that were already returned to the stream. To know which bytes are not needed, a good hint is that the splitAsStream never touches any character that has a smaller index than the first (start) argument of the last call to subSequence.

However, if you implement the code in a way that it throws the characters away and fails if anyone wants to access a character that was already thrown, then it will not truly implement the CharSequence interface, though it still may work well with splitAsStream so long as long the implementation does not change and it starts needing some already passed characters. (Well, I am not sure, but it may also happen in a case where we use some complex regular expression as a splitting pattern.)

Happy coding!

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Topics:
java ,splitting ,stream ,file ,tutorial

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