Dealing with commas in a CSV file
I am looking for suggestions on how to handle a csv file that is being created, then uploaded by our customers, and that may have a comma in a value, like a company name.
Some of the ideas we are looking at are: quoted Identifiers (value "," values ","etc) or using a | instead of a comma. The biggest problem is that we have to make it easy, or the customer won't do it.
There's actually a spec for CSV format, RFC 4180 and how to handle commas:
Fields containing line breaks (CRLF), double quotes, and commas should be enclosed in double-quotes.
http://tools.ietf.org/html/rfc4180
So, to have values foo
and bar,baz
, you do this:
foo,"bar,baz"
Another important requirement to consider (also from the spec):
If double-quotes are used to enclose fields, then a double-quote appearing inside a field must be escaped by preceding it with another double quote. For example:
"aaa","b""bb","ccc"
As others have said, you need to escape values that include quotes. Here’s a little CSV reader in C♯ that supports quoted values, including embedded quotes and carriage returns.
By the way, this is unit-tested code. I’m posting it now because this question seems to come up a lot and others may not want an entire library when simple CSV support will do.
You can use it as follows:
using System;
public class test
{
public static void Main()
{
using ( CsvReader reader = new CsvReader( "data.csv" ) )
{
foreach( string[] values in reader.RowEnumerator )
{
Console.WriteLine( "Row {0} has {1} values.", reader.RowIndex, values.Length );
}
}
Console.ReadLine();
}
}
Here are the classes. Note that you can use the Csv.Escape
function to write valid CSV as well.
using System.IO;
using System.Text.RegularExpressions;
public sealed class CsvReader : System.IDisposable
{
public CsvReader( string fileName ) : this( new FileStream( fileName, FileMode.Open, FileAccess.Read ) )
{
}
public CsvReader( Stream stream )
{
__reader = new StreamReader( stream );
}
public System.Collections.IEnumerable RowEnumerator
{
get {
if ( null == __reader )
throw new System.ApplicationException( "I can't start reading without CSV input." );
__rowno = 0;
string sLine;
string sNextLine;
while ( null != ( sLine = __reader.ReadLine() ) )
{
while ( rexRunOnLine.IsMatch( sLine ) && null != ( sNextLine = __reader.ReadLine() ) )
sLine += "\n" + sNextLine;
__rowno++;
string[] values = rexCsvSplitter.Split( sLine );
for ( int i = 0; i < values.Length; i++ )
values[i] = Csv.Unescape( values[i] );
yield return values;
}
__reader.Close();
}
}
public long RowIndex { get { return __rowno; } }
public void Dispose()
{
if ( null != __reader ) __reader.Dispose();
}
//============================================
private long __rowno = 0;
private TextReader __reader;
private static Regex rexCsvSplitter = new Regex( @",(?=(?:[^""]*""[^""]*"")*(?![^""]*""))" );
private static Regex rexRunOnLine = new Regex( @"^[^""]*(?:""[^""]*""[^""]*)*""[^""]*$" );
}
public static class Csv
{
public static string Escape( string s )
{
if ( s.Contains( QUOTE ) )
s = s.Replace( QUOTE, ESCAPED_QUOTE );
if ( s.IndexOfAny( CHARACTERS_THAT_MUST_BE_QUOTED ) > -1 )
s = QUOTE + s + QUOTE;
return s;
}
public static string Unescape( string s )
{
if ( s.StartsWith( QUOTE ) && s.EndsWith( QUOTE ) )
{
s = s.Substring( 1, s.Length - 2 );
if ( s.Contains( ESCAPED_QUOTE ) )
s = s.Replace( ESCAPED_QUOTE, QUOTE );
}
return s;
}
private const string QUOTE = "\"";
private const string ESCAPED_QUOTE = "\"\"";
private static char[] CHARACTERS_THAT_MUST_BE_QUOTED = { ',', '"', '\n' };
}
The CSV format uses commas to separate values, values which contain carriage returns, linefeeds, commas, or double quotes are surrounded by double-quotes. Values that contain double quotes are quoted and each literal quote is escaped by an immediately preceding quote: For example, the 3 values:
test
list, of, items
"go" he said
would be encoded as:
test
"list, of, items"
"""go"" he said"
Any field can be quoted but only fields that contain commas, CR/NL, or quotes must be quoted.
There is no real standard for the CSV format, but almost all applications follow the conventions documented here. The RFC that was mentioned elsewhere is not a standard for CSV, it is an RFC for using CSV within MIME and contains some unconventional and unnecessary limitations that make it useless outside of MIME.
A gotcha that many CSV modules I have seen don't accommodate is the fact that multiple lines can be encoded in a single field which means you can't assume that each line is a separate record, you either need to not allow newlines in your data or be prepared to handle this.
Put double quotes around strings. That is generally what Excel does.
Ala Eli,
you escape a double quote as two double quotes. E.g. "test1","foo""bar","test2"