Dealing with commas in a CSV file

2018-12-31 01:21发布

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.

标签: csv
23条回答
浅入江南
2楼-- · 2018-12-31 01:57

If you're interested in a more educational exercise on how to parse files in general (using CSV as an example), you may check out this article by Julian Bucknall. I like the article because it breaks things down into much smaller problems that are much less insurmountable. You first create a grammar, and once you have a good grammar, it's a relatively easy and methodical process to convert the grammar into code.

The article uses C# and has a link at the bottom to download the code.

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大哥的爱人
3楼-- · 2018-12-31 01:57

I think the easiest solution to this problem is to have the customer to open the csv in excel, and then ctrl + r to replace all comma with whatever identifier you want. This is very easy for the customer and require only one change in your code to read the delimiter of your choice.

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旧人旧事旧时光
4楼-- · 2018-12-31 01:58

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.

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不再属于我。
5楼-- · 2018-12-31 01:58

I usually do this in my CSV files parsing routines. Assume that 'line' variable is one line within a CSV file and all of the columns' values are enclosed in double quotes. After the below two lines execute, you will get CSV columns in the 'values' collection.

// The below two lines will split the columns as well as trim the DBOULE QUOTES around values but NOT within them
    string trimmedLine = line.Trim(new char[] { '\"' });
    List<string> values = trimmedLine.Split(new string[] { "\",\"" }, StringSplitOptions.None).ToList();
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与君花间醉酒
6楼-- · 2018-12-31 01:59

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' };
}
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残风、尘缘若梦
7楼-- · 2018-12-31 02:01

Use a tab character (\t) to separate the fields.

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