How to detect the character encoding of a text file?
I try to detect which character encoding is used in my file.
I try with this code to get the standard encoding
public static Encoding GetFileEncoding(string srcFile)
{
// *** Use Default of Encoding.Default (Ansi CodePage)
Encoding enc = Encoding.Default;
// *** Detect byte order mark if any - otherwise assume default
byte[] buffer = new byte[5];
FileStream file = new FileStream(srcFile, FileMode.Open);
file.Read(buffer, 0, 5);
file.Close();
if (buffer[0] == 0xef && buffer[1] == 0xbb && buffer[2] == 0xbf)
enc = Encoding.UTF8;
else if (buffer[0] == 0xfe && buffer[1] == 0xff)
enc = Encoding.Unicode;
else if (buffer[0] == 0 && buffer[1] == 0 && buffer[2] == 0xfe && buffer[3] == 0xff)
enc = Encoding.UTF32;
else if (buffer[0] == 0x2b && buffer[1] == 0x2f && buffer[2] == 0x76)
enc = Encoding.UTF7;
else if (buffer[0] == 0xFE && buffer[1] == 0xFF)
// 1201 unicodeFFFE Unicode (Big-Endian)
enc = Encoding.GetEncoding(1201);
else if (buffer[0] == 0xFF && buffer[1] == 0xFE)
// 1200 utf-16 Unicode
enc = Encoding.GetEncoding(1200);
return enc;
}
My five first byte are 60, 118, 56, 46 and 49.
Is there a chart that shows which encoding matches those five first bytes?
You can't depend on the file having a BOM. UTF-8 doesn't require it. And non-Unicode encodings don't even have a BOM. There are, however, other ways to detect the encoding.
UTF-32
BOM is 00 00 FE FF (for BE) or FF FE 00 00 (for LE).
But UTF-32 is easy to detect even without a BOM. This is because the Unicode code point range is restricted to U+10FFFF, and thus UTF-32 units always have the pattern 00 {00-10} xx xx (for BE) or xx xx {00-10} 00 (for LE). If the data has a length that's a multiple of 4, and follows one of these patterns, you can safely assume it's UTF-32. False positives are nearly impossible due to the rarity of 00 bytes in byte-oriented encodings.
US-ASCII
No BOM, but you don't need one. ASCII can be easily identified by the lack of bytes in the 80-FF range.
UTF-8
BOM is EF BB BF. But you can't rely on this. Lots of UTF-8 files don't have a BOM, especially if they originated on non-Windows systems.
But you can safely assume that if a file validates as UTF-8, it is UTF-8. False positives are rare.
Specifically, given that the data is not ASCII, the false positive rate for a 2-byte sequence is only 3.9% (1920/49152). For a 7-byte sequence, it's less than 1%. For a 12-byte sequence, it's less than 0.1%. For a 24-byte sequence, it's less than 1 in a million.
UTF-16
BOM is FE FF (for BE) or FF FE (for LE). Note that the UTF-16LE BOM is found at the start of the UTF-32LE BOM, so check UTF-32 first.
If you happen to have a file that consists mainly of ISO-8859-1 characters, having half of the file's bytes be 00 would also be a strong indicator of UTF-16.
Otherwise, the only reliable way to recognize UTF-16 without a BOM is to look for surrogate pairs (D[8-B]xx D[C-F]xx), but non-BMP characters are too rarely-used to make this approach practical.
XML
If your file starts with the bytes 3C 3F 78 6D 6C (i.e., the ASCII characters "<?xml"), then look for an encoding= declaration. If present, then use that encoding. If absent, then assume UTF-8, which is the default XML encoding.
If you need to support EBCDIC, also look for the equivalent sequence 4C 6F A7 94 93.
In general, if you have a file format that contains an encoding declaration, then look for that declaration rather than trying to guess the encoding.
None of the above
There are hundreds of other encodings, which require more effort to detect. I recommend trying Mozilla's charset detector or a .NET port of it.
A reasonable default
If you've ruled out the UTF encodings, and don't have an encoding declaration or statistical detection that points to a different encoding, assume ISO-8859-1 or the closely related Windows-1252. (Note that the latest HTML standard requires a “ISO-8859-1” declaration to be interpreted as Windows-1252.) Being Windows' default code page for English (and other popular languages like Spanish, Portuguese, German, and French), it's the most commonly encountered encoding other than UTF-8.
If you want to pursue a "simple" solution, you might find this class I put together useful:
http://www.architectshack.com/TextFileEncodingDetector.ashx
It does the BOM detection automatically first, and then tries to differentiate between Unicode encodings without BOM, vs some other default encoding (generally Windows-1252, incorrectly labelled as Encoding.ASCII in .Net).
As noted above, a "heavier" solution involving NCharDet or MLang may be more appropriate, and as I note on the overview page of this class, the best is to provide some form of interactivity with the user if at all possible, because there simply is no 100% detection rate possible!
Snippet in case the site is offline:
using System;
using System.Text;
using System.Text.RegularExpressions;
using System.IO;
namespace KlerksSoft
{
public static class TextFileEncodingDetector
{
/*
* Simple class to handle text file encoding woes (in a primarily English-speaking tech
* world).
*
* - This code is fully managed, no shady calls to MLang (the unmanaged codepage
* detection library originally developed for Internet Explorer).
*
* - This class does NOT try to detect arbitrary codepages/charsets, it really only
* aims to differentiate between some of the most common variants of Unicode
* encoding, and a "default" (western / ascii-based) encoding alternative provided
* by the caller.
*
* - As there is no "Reliable" way to distinguish between UTF-8 (without BOM) and
* Windows-1252 (in .Net, also incorrectly called "ASCII") encodings, we use a
* heuristic - so the more of the file we can sample the better the guess. If you
* are going to read the whole file into memory at some point, then best to pass
* in the whole byte byte array directly. Otherwise, decide how to trade off
* reliability against performance / memory usage.
*
* - The UTF-8 detection heuristic only works for western text, as it relies on
* the presence of UTF-8 encoded accented and other characters found in the upper
* ranges of the Latin-1 and (particularly) Windows-1252 codepages.
*
* - For more general detection routines, see existing projects / resources:
* - MLang - Microsoft library originally for IE6, available in Windows XP and later APIs now (I think?)
* - MLang .Net bindings: http://www.codeproject.com/KB/recipes/DetectEncoding.aspx
* - CharDet - Mozilla browser's detection routines
* - Ported to Java then .Net: http://www.conceptdevelopment.net/Localization/NCharDet/
* - Ported straight to .Net: http://code.google.com/p/chardetsharp/source/browse
*
* Copyright Tao Klerks, 2010-2012, [email protected]
* Licensed under the modified BSD license:
*
Redistribution and use in source and binary forms, with or without modification, are
permitted provided that the following conditions are met:
- Redistributions of source code must retain the above copyright notice, this list of
conditions and the following disclaimer.
- Redistributions in binary form must reproduce the above copyright notice, this list
of conditions and the following disclaimer in the documentation and/or other materials
provided with the distribution.
- The name of the author may not be used to endorse or promote products derived from
this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES,
INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY
DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY
OF SUCH DAMAGE.
*
* CHANGELOG:
* - 2012-02-03:
* - Simpler methods, removing the silly "DefaultEncoding" parameter (with "??" operator, saves no typing)
* - More complete methods
* - Optionally return indication of whether BOM was found in "Detect" methods
* - Provide straight-to-string method for byte arrays (GetStringFromByteArray)
*/
const long _defaultHeuristicSampleSize = 0x10000; //completely arbitrary - inappropriate for high numbers of files / high speed requirements
public static Encoding DetectTextFileEncoding(string InputFilename)
{
using (FileStream textfileStream = File.OpenRead(InputFilename))
{
return DetectTextFileEncoding(textfileStream, _defaultHeuristicSampleSize);
}
}
public static Encoding DetectTextFileEncoding(FileStream InputFileStream, long HeuristicSampleSize)
{
bool uselessBool = false;
return DetectTextFileEncoding(InputFileStream, _defaultHeuristicSampleSize, out uselessBool);
}
public static Encoding DetectTextFileEncoding(FileStream InputFileStream, long HeuristicSampleSize, out bool HasBOM)
{
if (InputFileStream == null)
throw new ArgumentNullException("Must provide a valid Filestream!", "InputFileStream");
if (!InputFileStream.CanRead)
throw new ArgumentException("Provided file stream is not readable!", "InputFileStream");
if (!InputFileStream.CanSeek)
throw new ArgumentException("Provided file stream cannot seek!", "InputFileStream");
Encoding encodingFound = null;
long originalPos = InputFileStream.Position;
InputFileStream.Position = 0;
//First read only what we need for BOM detection
byte[] bomBytes = new byte[InputFileStream.Length > 4 ? 4 : InputFileStream.Length];
InputFileStream.Read(bomBytes, 0, bomBytes.Length);
encodingFound = DetectBOMBytes(bomBytes);
if (encodingFound != null)
{
InputFileStream.Position = originalPos;
HasBOM = true;
return encodingFound;
}
//BOM Detection failed, going for heuristics now.
// create sample byte array and populate it
byte[] sampleBytes = new byte[HeuristicSampleSize > InputFileStream.Length ? InputFileStream.Length : HeuristicSampleSize];
Array.Copy(bomBytes, sampleBytes, bomBytes.Length);
if (InputFileStream.Length > bomBytes.Length)
InputFileStream.Read(sampleBytes, bomBytes.Length, sampleBytes.Length - bomBytes.Length);
InputFileStream.Position = originalPos;
//test byte array content
encodingFound = DetectUnicodeInByteSampleByHeuristics(sampleBytes);
HasBOM = false;
return encodingFound;
}
public static Encoding DetectTextByteArrayEncoding(byte[] TextData)
{
bool uselessBool = false;
return DetectTextByteArrayEncoding(TextData, out uselessBool);
}
public static Encoding DetectTextByteArrayEncoding(byte[] TextData, out bool HasBOM)
{
if (TextData == null)
throw new ArgumentNullException("Must provide a valid text data byte array!", "TextData");
Encoding encodingFound = null;
encodingFound = DetectBOMBytes(TextData);
if (encodingFound != null)
{
HasBOM = true;
return encodingFound;
}
else
{
//test byte array content
encodingFound = DetectUnicodeInByteSampleByHeuristics(TextData);
HasBOM = false;
return encodingFound;
}
}
public static string GetStringFromByteArray(byte[] TextData, Encoding DefaultEncoding)
{
return GetStringFromByteArray(TextData, DefaultEncoding, _defaultHeuristicSampleSize);
}
public static string GetStringFromByteArray(byte[] TextData, Encoding DefaultEncoding, long MaxHeuristicSampleSize)
{
if (TextData == null)
throw new ArgumentNullException("Must provide a valid text data byte array!", "TextData");
Encoding encodingFound = null;
encodingFound = DetectBOMBytes(TextData);
if (encodingFound != null)
{
//For some reason, the default encodings don't detect/swallow their own preambles!!
return encodingFound.GetString(TextData, encodingFound.GetPreamble().Length, TextData.Length - encodingFound.GetPreamble().Length);
}
else
{
byte[] heuristicSample = null;
if (TextData.Length > MaxHeuristicSampleSize)
{
heuristicSample = new byte[MaxHeuristicSampleSize];
Array.Copy(TextData, heuristicSample, MaxHeuristicSampleSize);
}
else
{
heuristicSample = TextData;
}
encodingFound = DetectUnicodeInByteSampleByHeuristics(TextData) ?? DefaultEncoding;
return encodingFound.GetString(TextData);
}
}
public static Encoding DetectBOMBytes(byte[] BOMBytes)
{
if (BOMBytes == null)
throw new ArgumentNullException("Must provide a valid BOM byte array!", "BOMBytes");
if (BOMBytes.Length < 2)
return null;
if (BOMBytes[0] == 0xff
&& BOMBytes[1] == 0xfe
&& (BOMBytes.Length < 4
|| BOMBytes[2] != 0
|| BOMBytes[3] != 0
)
)
return Encoding.Unicode;
if (BOMBytes[0] == 0xfe
&& BOMBytes[1] == 0xff
)
return Encoding.BigEndianUnicode;
if (BOMBytes.Length < 3)
return null;
if (BOMBytes[0] == 0xef && BOMBytes[1] == 0xbb && BOMBytes[2] == 0xbf)
return Encoding.UTF8;
if (BOMBytes[0] == 0x2b && BOMBytes[1] == 0x2f && BOMBytes[2] == 0x76)
return Encoding.UTF7;
if (BOMBytes.Length < 4)
return null;
if (BOMBytes[0] == 0xff && BOMBytes[1] == 0xfe && BOMBytes[2] == 0 && BOMBytes[3] == 0)
return Encoding.UTF32;
if (BOMBytes[0] == 0 && BOMBytes[1] == 0 && BOMBytes[2] == 0xfe && BOMBytes[3] == 0xff)
return Encoding.GetEncoding(12001);
return null;
}
public static Encoding DetectUnicodeInByteSampleByHeuristics(byte[] SampleBytes)
{
long oddBinaryNullsInSample = 0;
long evenBinaryNullsInSample = 0;
long suspiciousUTF8SequenceCount = 0;
long suspiciousUTF8BytesTotal = 0;
long likelyUSASCIIBytesInSample = 0;
//Cycle through, keeping count of binary null positions, possible UTF-8
// sequences from upper ranges of Windows-1252, and probable US-ASCII
// character counts.
long currentPos = 0;
int skipUTF8Bytes = 0;
while (currentPos < SampleBytes.Length)
{
//binary null distribution
if (SampleBytes[currentPos] == 0)
{
if (currentPos % 2 == 0)
evenBinaryNullsInSample++;
else
oddBinaryNullsInSample++;
}
//likely US-ASCII characters
if (IsCommonUSASCIIByte(SampleBytes[currentPos]))
likelyUSASCIIBytesInSample++;
//suspicious sequences (look like UTF-8)
if (skipUTF8Bytes == 0)
{
int lengthFound = DetectSuspiciousUTF8SequenceLength(SampleBytes, currentPos);
if (lengthFound > 0)
{
suspiciousUTF8SequenceCount++;
suspiciousUTF8BytesTotal += lengthFound;
skipUTF8Bytes = lengthFound - 1;
}
}
else
{
skipUTF8Bytes--;
}
currentPos++;
}
//1: UTF-16 LE - in english / european environments, this is usually characterized by a
// high proportion of odd binary nulls (starting at 0), with (as this is text) a low
// proportion of even binary nulls.
// The thresholds here used (less than 20% nulls where you expect non-nulls, and more than
// 60% nulls where you do expect nulls) are completely arbitrary.
if (((evenBinaryNullsInSample * 2.0) / SampleBytes.Length) < 0.2
&& ((oddBinaryNullsInSample * 2.0) / SampleBytes.Length) > 0.6
)
return Encoding.Unicode;
//2: UTF-16 BE - in english / european environments, this is usually characterized by a
// high proportion of even binary nulls (starting at 0), with (as this is text) a low
// proportion of odd binary nulls.
// The thresholds here used (less than 20% nulls where you expect non-nulls, and more than
// 60% nulls where you do expect nulls) are completely arbitrary.
if (((oddBinaryNullsInSample * 2.0) / SampleBytes.Length) < 0.2
&& ((evenBinaryNullsInSample * 2.0) / SampleBytes.Length) > 0.6
)
return Encoding.BigEndianUnicode;
//3: UTF-8 - Martin Dürst outlines a method for detecting whether something CAN be UTF-8 content
// using regexp, in his w3c.org unicode FAQ entry:
// http://www.w3.org/International/questions/qa-forms-utf-8
// adapted here for C#.
string potentiallyMangledString = Encoding.ASCII.GetString(SampleBytes);
Regex UTF8Validator = new Regex(@"\A("
+ @"[\x09\x0A\x0D\x20-\x7E]"
+ @"|[\xC2-\xDF][\x80-\xBF]"
+ @"|\xE0[\xA0-\xBF][\x80-\xBF]"
+ @"|[\xE1-\xEC\xEE\xEF][\x80-\xBF]{2}"
+ @"|\xED[\x80-\x9F][\x80-\xBF]"
+ @"|\xF0[\x90-\xBF][\x80-\xBF]{2}"
+ @"|[\xF1-\xF3][\x80-\xBF]{3}"
+ @"|\xF4[\x80-\x8F][\x80-\xBF]{2}"
+ @")*\z");
if (UTF8Validator.IsMatch(potentiallyMangledString))
{
//Unfortunately, just the fact that it CAN be UTF-8 doesn't tell you much about probabilities.
//If all the characters are in the 0-127 range, no harm done, most western charsets are same as UTF-8 in these ranges.
//If some of the characters were in the upper range (western accented characters), however, they would likely be mangled to 2-byte by the UTF-8 encoding process.
// So, we need to play stats.
// The "Random" likelihood of any pair of randomly generated characters being one
// of these "suspicious" character sequences is:
// 128 / (256 * 256) = 0.2%.
//
// In western text data, that is SIGNIFICANTLY reduced - most text data stays in the <127
// character range, so we assume that more than 1 in 500,000 of these character
// sequences indicates UTF-8. The number 500,000 is completely arbitrary - so sue me.
//
// We can only assume these character sequences will be rare if we ALSO assume that this
// IS in fact western text - in which case the bulk of the UTF-8 encoded data (that is
// not already suspicious sequences) should be plain US-ASCII bytes. This, I
// arbitrarily decided, should be 80% (a random distribution, eg binary data, would yield
// approx 40%, so the chances of hitting this threshold by accident in random data are
// VERY low).
if ((suspiciousUTF8SequenceCount * 500000.0 / SampleBytes.Length >= 1) //suspicious sequences
&& (
//all suspicious, so cannot evaluate proportion of US-Ascii
SampleBytes.Length - suspiciousUTF8BytesTotal == 0
||
likelyUSASCIIBytesInSample * 1.0 / (SampleBytes.Length - suspiciousUTF8BytesTotal) >= 0.8
)
)
return Encoding.UTF8;
}
return null;
}
private static bool IsCommonUSASCIIByte(byte testByte)
{
if (testByte == 0x0A //lf
|| testByte == 0x0D //cr
|| testByte == 0x09 //tab
|| (testByte >= 0x20 && testByte <= 0x2F) //common punctuation
|| (testByte >= 0x30 && testByte <= 0x39) //digits
|| (testByte >= 0x3A && testByte <= 0x40) //common punctuation
|| (testByte >= 0x41 && testByte <= 0x5A) //capital letters
|| (testByte >= 0x5B && testByte <= 0x60) //common punctuation
|| (testByte >= 0x61 && testByte <= 0x7A) //lowercase letters
|| (testByte >= 0x7B && testByte <= 0x7E) //common punctuation
)
return true;
else
return false;
}
private static int DetectSuspiciousUTF8SequenceLength(byte[] SampleBytes, long currentPos)
{
int lengthFound = 0;
if (SampleBytes.Length >= currentPos + 1
&& SampleBytes[currentPos] == 0xC2
)
{
if (SampleBytes[currentPos + 1] == 0x81
|| SampleBytes[currentPos + 1] == 0x8D
|| SampleBytes[currentPos + 1] == 0x8F
)
lengthFound = 2;
else if (SampleBytes[currentPos + 1] == 0x90
|| SampleBytes[currentPos + 1] == 0x9D
)
lengthFound = 2;
else if (SampleBytes[currentPos + 1] >= 0xA0
&& SampleBytes[currentPos + 1] <= 0xBF
)
lengthFound = 2;
}
else if (SampleBytes.Length >= currentPos + 1
&& SampleBytes[currentPos] == 0xC3
)
{
if (SampleBytes[currentPos + 1] >= 0x80
&& SampleBytes[currentPos + 1] <= 0xBF
)
lengthFound = 2;
}
else if (SampleBytes.Length >= currentPos + 1
&& SampleBytes[currentPos] == 0xC5
)
{
if (SampleBytes[currentPos + 1] == 0x92
|| SampleBytes[currentPos + 1] == 0x93
)
lengthFound = 2;
else if (SampleBytes[currentPos + 1] == 0xA0
|| SampleBytes[currentPos + 1] == 0xA1
)
lengthFound = 2;
else if (SampleBytes[currentPos + 1] == 0xB8
|| SampleBytes[currentPos + 1] == 0xBD
|| SampleBytes[currentPos + 1] == 0xBE
)
lengthFound = 2;
}
else if (SampleBytes.Length >= currentPos + 1
&& SampleBytes[currentPos] == 0xC6
)
{
if (SampleBytes[currentPos + 1] == 0x92)
lengthFound = 2;
}
else if (SampleBytes.Length >= currentPos + 1
&& SampleBytes[currentPos] == 0xCB
)
{
if (SampleBytes[currentPos + 1] == 0x86
|| SampleBytes[currentPos + 1] == 0x9C
)
lengthFound = 2;
}
else if (SampleBytes.Length >= currentPos + 2
&& SampleBytes[currentPos] == 0xE2
)
{
if (SampleBytes[currentPos + 1] == 0x80)
{
if (SampleBytes[currentPos + 2] == 0x93
|| SampleBytes[currentPos + 2] == 0x94
)
lengthFound = 3;
if (SampleBytes[currentPos + 2] == 0x98
|| SampleBytes[currentPos + 2] == 0x99
|| SampleBytes[currentPos + 2] == 0x9A
)
lengthFound = 3;
if (SampleBytes[currentPos + 2] == 0x9C
|| SampleBytes[currentPos + 2] == 0x9D
|| SampleBytes[currentPos + 2] == 0x9E
)
lengthFound = 3;
if (SampleBytes[currentPos + 2] == 0xA0
|| SampleBytes[currentPos + 2] == 0xA1
|| SampleBytes[currentPos + 2] == 0xA2
)
lengthFound = 3;
if (SampleBytes[currentPos + 2] == 0xA6)
lengthFound = 3;
if (SampleBytes[currentPos + 2] == 0xB0)
lengthFound = 3;
if (SampleBytes[currentPos + 2] == 0xB9
|| SampleBytes[currentPos + 2] == 0xBA
)
lengthFound = 3;
}
else if (SampleBytes[currentPos + 1] == 0x82
&& SampleBytes[currentPos + 2] == 0xAC
)
lengthFound = 3;
else if (SampleBytes[currentPos + 1] == 0x84
&& SampleBytes[currentPos + 2] == 0xA2
)
lengthFound = 3;
}
return lengthFound;
}
}
}