一尘不染

如何在C#中使用迭代器反向读取文本文件

c#

我需要处理一个大文件,大约40万行和200M。但是有时我必须从头开始处理。如何在这里使用迭代器(收益率回报)?基本上,我不喜欢将所有内容加载到内存中。我知道在.NET中使用迭代器效率更高。


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2020-05-19

共1个答案

一尘不染

除非使用固定大小的编码(例如ASCII),否则向后读取文本文件确实很棘手。当您获得可变大小的编码(例如UTF-8)时,在获取数据时,您将继续检查是否在字符中间。

该框架没有内置任何内容,我怀疑您必须为每种可变宽度编码分别进行硬编码。

编辑:这已经过 一些 测试-
但这并不是说它仍然没有一些细微的错误。它使用了MiscUtil的StreamUtil,但我在底部仅包括了必要的(新)方法。哦,它需要重构-
您会看到一种非常繁重的方法:

using System;
using System.Collections;
using System.Collections.Generic;
using System.IO;
using System.Text;

namespace MiscUtil.IO
{
    /// <summary>
    /// Takes an encoding (defaulting to UTF-8) and a function which produces a seekable stream
    /// (or a filename for convenience) and yields lines from the end of the stream backwards.
    /// Only single byte encodings, and UTF-8 and Unicode, are supported. The stream
    /// returned by the function must be seekable.
    /// </summary>
    public sealed class ReverseLineReader : IEnumerable<string>
    {
        /// <summary>
        /// Buffer size to use by default. Classes with internal access can specify
        /// a different buffer size - this is useful for testing.
        /// </summary>
        private const int DefaultBufferSize = 4096;

        /// <summary>
        /// Means of creating a Stream to read from.
        /// </summary>
        private readonly Func<Stream> streamSource;

        /// <summary>
        /// Encoding to use when converting bytes to text
        /// </summary>
        private readonly Encoding encoding;

        /// <summary>
        /// Size of buffer (in bytes) to read each time we read from the
        /// stream. This must be at least as big as the maximum number of
        /// bytes for a single character.
        /// </summary>
        private readonly int bufferSize;

        /// <summary>
        /// Function which, when given a position within a file and a byte, states whether
        /// or not the byte represents the start of a character.
        /// </summary>
        private Func<long,byte,bool> characterStartDetector;

        /// <summary>
        /// Creates a LineReader from a stream source. The delegate is only
        /// called when the enumerator is fetched. UTF-8 is used to decode
        /// the stream into text.
        /// </summary>
        /// <param name="streamSource">Data source</param>
        public ReverseLineReader(Func<Stream> streamSource)
            : this(streamSource, Encoding.UTF8)
        {
        }

        /// <summary>
        /// Creates a LineReader from a filename. The file is only opened
        /// (or even checked for existence) when the enumerator is fetched.
        /// UTF8 is used to decode the file into text.
        /// </summary>
        /// <param name="filename">File to read from</param>
        public ReverseLineReader(string filename)
            : this(filename, Encoding.UTF8)
        {
        }

        /// <summary>
        /// Creates a LineReader from a filename. The file is only opened
        /// (or even checked for existence) when the enumerator is fetched.
        /// </summary>
        /// <param name="filename">File to read from</param>
        /// <param name="encoding">Encoding to use to decode the file into text</param>
        public ReverseLineReader(string filename, Encoding encoding)
            : this(() => File.OpenRead(filename), encoding)
        {
        }

        /// <summary>
        /// Creates a LineReader from a stream source. The delegate is only
        /// called when the enumerator is fetched.
        /// </summary>
        /// <param name="streamSource">Data source</param>
        /// <param name="encoding">Encoding to use to decode the stream into text</param>
        public ReverseLineReader(Func<Stream> streamSource, Encoding encoding)
            : this(streamSource, encoding, DefaultBufferSize)
        {
        }

        internal ReverseLineReader(Func<Stream> streamSource, Encoding encoding, int bufferSize)
        {
            this.streamSource = streamSource;
            this.encoding = encoding;
            this.bufferSize = bufferSize;
            if (encoding.IsSingleByte)
            {
                // For a single byte encoding, every byte is the start (and end) of a character
                characterStartDetector = (pos, data) => true;
            }
            else if (encoding is UnicodeEncoding)
            {
                // For UTF-16, even-numbered positions are the start of a character.
                // TODO: This assumes no surrogate pairs. More work required
                // to handle that.
                characterStartDetector = (pos, data) => (pos & 1) == 0;
            }
            else if (encoding is UTF8Encoding)
            {
                // For UTF-8, bytes with the top bit clear or the second bit set are the start of a character
                // See http://www.cl.cam.ac.uk/~mgk25/unicode.html
                characterStartDetector = (pos, data) => (data & 0x80) == 0 || (data & 0x40) != 0;
            }
            else
            {
                throw new ArgumentException("Only single byte, UTF-8 and Unicode encodings are permitted");
            }
        }

        /// <summary>
        /// Returns the enumerator reading strings backwards. If this method discovers that
        /// the returned stream is either unreadable or unseekable, a NotSupportedException is thrown.
        /// </summary>
        public IEnumerator<string> GetEnumerator()
        {
            Stream stream = streamSource();
            if (!stream.CanSeek)
            {
                stream.Dispose();
                throw new NotSupportedException("Unable to seek within stream");
            }
            if (!stream.CanRead)
            {
                stream.Dispose();
                throw new NotSupportedException("Unable to read within stream");
            }
            return GetEnumeratorImpl(stream);
        }

        private IEnumerator<string> GetEnumeratorImpl(Stream stream)
        {
            try
            {
                long position = stream.Length;

                if (encoding is UnicodeEncoding && (position & 1) != 0)
                {
                    throw new InvalidDataException("UTF-16 encoding provided, but stream has odd length.");
                }

                // Allow up to two bytes for data from the start of the previous
                // read which didn't quite make it as full characters
                byte[] buffer = new byte[bufferSize + 2];
                char[] charBuffer = new char[encoding.GetMaxCharCount(buffer.Length)];
                int leftOverData = 0;
                String previousEnd = null;
                // TextReader doesn't return an empty string if there's line break at the end
                // of the data. Therefore we don't return an empty string if it's our *first*
                // return.
                bool firstYield = true;

                // A line-feed at the start of the previous buffer means we need to swallow
                // the carriage-return at the end of this buffer - hence this needs declaring
                // way up here!
                bool swallowCarriageReturn = false;

                while (position > 0)
                {
                    int bytesToRead = Math.Min(position > int.MaxValue ? bufferSize : (int)position, bufferSize);

                    position -= bytesToRead;
                    stream.Position = position;
                    StreamUtil.ReadExactly(stream, buffer, bytesToRead);
                    // If we haven't read a full buffer, but we had bytes left
                    // over from before, copy them to the end of the buffer
                    if (leftOverData > 0 && bytesToRead != bufferSize)
                    {
                        // Buffer.BlockCopy doesn't document its behaviour with respect
                        // to overlapping data: we *might* just have read 7 bytes instead of
                        // 8, and have two bytes to copy...
                        Array.Copy(buffer, bufferSize, buffer, bytesToRead, leftOverData);
                    }
                    // We've now *effectively* read this much data.
                    bytesToRead += leftOverData;

                    int firstCharPosition = 0;
                    while (!characterStartDetector(position + firstCharPosition, buffer[firstCharPosition]))
                    {
                        firstCharPosition++;
                        // Bad UTF-8 sequences could trigger this. For UTF-8 we should always
                        // see a valid character start in every 3 bytes, and if this is the start of the file
                        // so we've done a short read, we should have the character start
                        // somewhere in the usable buffer.
                        if (firstCharPosition == 3 || firstCharPosition == bytesToRead)
                        {
                            throw new InvalidDataException("Invalid UTF-8 data");
                        }
                    }
                    leftOverData = firstCharPosition;

                    int charsRead = encoding.GetChars(buffer, firstCharPosition, bytesToRead - firstCharPosition, charBuffer, 0);
                    int endExclusive = charsRead;

                    for (int i = charsRead - 1; i >= 0; i--)
                    {
                        char lookingAt = charBuffer[i];
                        if (swallowCarriageReturn)
                        {
                            swallowCarriageReturn = false;
                            if (lookingAt == '\r')
                            {
                                endExclusive--;
                                continue;
                            }
                        }
                        // Anything non-line-breaking, just keep looking backwards
                        if (lookingAt != '\n' && lookingAt != '\r')
                        {
                            continue;
                        }
                        // End of CRLF? Swallow the preceding CR
                        if (lookingAt == '\n')
                        {
                            swallowCarriageReturn = true;
                        }
                        int start = i + 1;
                        string bufferContents = new string(charBuffer, start, endExclusive - start);
                        endExclusive = i;
                        string stringToYield = previousEnd == null ? bufferContents : bufferContents + previousEnd;
                        if (!firstYield || stringToYield.Length != 0)
                        {
                            yield return stringToYield;
                        }
                        firstYield = false;
                        previousEnd = null;
                    }

                    previousEnd = endExclusive == 0 ? null : (new string(charBuffer, 0, endExclusive) + previousEnd);

                    // If we didn't decode the start of the array, put it at the end for next time
                    if (leftOverData != 0)
                    {
                        Buffer.BlockCopy(buffer, 0, buffer, bufferSize, leftOverData);
                    }
                }
                if (leftOverData != 0)
                {
                    // At the start of the final buffer, we had the end of another character.
                    throw new InvalidDataException("Invalid UTF-8 data at start of stream");
                }
                if (firstYield && string.IsNullOrEmpty(previousEnd))
                {
                    yield break;
                }
                yield return previousEnd ?? "";
            }
            finally
            {
                stream.Dispose();
            }
        }

        IEnumerator IEnumerable.GetEnumerator()
        {
            return GetEnumerator();
        }
    }
}


// StreamUtil.cs:
public static class StreamUtil
{
    public static void ReadExactly(Stream input, byte[] buffer, int bytesToRead)
    {
        int index = 0;
        while (index < bytesToRead)
        {
            int read = input.Read(buffer, index, bytesToRead - index);
            if (read == 0)
            {
                throw new EndOfStreamException
                    (String.Format("End of stream reached with {0} byte{1} left to read.",
                                   bytesToRead - index,
                                   bytesToRead - index == 1 ? "s" : ""));
            }
            index += read;
        }
    }
}

反馈非常欢迎。这很有趣:)

2020-05-19