Reading CSV files in C# [closed]
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Closed 8 years ago.
Improve this questionDoes anyone know of an open-source library that allows you to parse and read .csv
files in C#?
Here, written by yours truly to use generic collections and iterator blocks. It supports double-quote enclosed text fields (including ones that span mulitple lines) using the double-escaped convention (so ""
inside a quoted field reads as single quote character). It does not support:
- Single-quote enclosed text
- \ -escaped quoted text
- alternate delimiters (won't yet work on pipe or tab delimited fields)
- Unquoted text fields that begin with a quote
But all of those would be easy enough to add if you need them. I haven't benchmarked it anywhere (I'd love to see some results), but performance should be very good - better than anything that's .Split()
based anyway.
Now on GitHub
Update: felt like adding single-quote enclosed text support. It's a simple change, but I typed it right into the reply window so it's untested. Use the revision link at the bottom if you'd prefer the old (tested) code.
public static class CSV
{
public static IEnumerable<IList<string>> FromFile(string fileName, bool ignoreFirstLine = false)
{
using (StreamReader rdr = new StreamReader(fileName))
{
foreach(IList<string> item in FromReader(rdr, ignoreFirstLine)) yield return item;
}
}
public static IEnumerable<IList<string>> FromStream(Stream csv, bool ignoreFirstLine=false)
{
using (var rdr = new StreamReader(csv))
{
foreach (IList<string> item in FromReader(rdr, ignoreFirstLine)) yield return item;
}
}
public static IEnumerable<IList<string>> FromReader(TextReader csv, bool ignoreFirstLine=false)
{
if (ignoreFirstLine) csv.ReadLine();
IList<string> result = new List<string>();
StringBuilder curValue = new StringBuilder();
char c;
c = (char)csv.Read();
while (csv.Peek() != -1)
{
switch (c)
{
case ',': //empty field
result.Add("");
c = (char)csv.Read();
break;
case '"': //qualified text
case '\'':
char q = c;
c = (char)csv.Read();
bool inQuotes = true;
while (inQuotes && csv.Peek() != -1)
{
if (c == q)
{
c = (char)csv.Read();
if (c != q)
inQuotes = false;
}
if (inQuotes)
{
curValue.Append(c);
c = (char)csv.Read();
}
}
result.Add(curValue.ToString());
curValue = new StringBuilder();
if (c == ',') c = (char)csv.Read(); // either ',', newline, or endofstream
break;
case '\n': //end of the record
case '\r':
//potential bug here depending on what your line breaks look like
if (result.Count > 0) // don't return empty records
{
yield return result;
result = new List<string>();
}
c = (char)csv.Read();
break;
default: //normal unqualified text
while (c != ',' && c != '\r' && c != '\n' && csv.Peek() != -1)
{
curValue.Append(c);
c = (char)csv.Read();
}
result.Add(curValue.ToString());
curValue = new StringBuilder();
if (c == ',') c = (char)csv.Read(); //either ',', newline, or endofstream
break;
}
}
if (curValue.Length > 0) //potential bug: I don't want to skip on a empty column in the last record if a caller really expects it to be there
result.Add(curValue.ToString());
if (result.Count > 0)
yield return result;
}
}
Take a look at A Fast CSV Reader on CodeProject.
The last time this question was asked, here's the answer I gave:
If you're just trying to read a CSV file with C#, the easiest thing is to use the Microsoft.VisualBasic.FileIO.TextFieldParser class. It's actually built into the .NET Framework, instead of being a third-party extension.
Yes, it is in Microsoft.VisualBasic.dll
, but that doesn't mean you can't use it from C# (or any other CLR language).
Here's an example of usage, taken from the MSDN documentation:
Using MyReader As New _
Microsoft.VisualBasic.FileIO.TextFieldParser("C:\testfile.txt")
MyReader.TextFieldType = FileIO.FieldType.Delimited
MyReader.SetDelimiters(",")
Dim currentRow As String()
While Not MyReader.EndOfData
Try
currentRow = MyReader.ReadFields()
Dim currentField As String
For Each currentField In currentRow
MsgBox(currentField)
Next
Catch ex As Microsoft.VisualBasic.FileIO.MalformedLineException
MsgBox("Line " & ex.Message & _
"is not valid and will be skipped.")
End Try
End While
End Using
Again, this example is in VB.NET, but it would be trivial to translate it to C#.
I really like the FileHelpers library. It's fast, it's C# 100%, it's available for FREE, it's very flexible and easy to use.
I'm implementing Daniel Pryden's answer in C#, so it is easier to cut and paste and customize. I think this is the easiest method for parsing CSV files. Just add a reference and you are basically done.
Add the Microsoft.VisualBasic
Reference to your project
Then here is sample code in C# from Joel's answer:
using (Microsoft.VisualBasic.FileIO.TextFieldParser MyReader = new
Microsoft.VisualBasic.FileIO.TextFieldParser(filename))
{
MyReader.TextFieldType = Microsoft.VisualBasic.FileIO.FieldType.Delimited;
MyReader.SetDelimiters(",");
while (!MyReader.EndOfData)
{
try
{
string[] fields = MyReader.ReadFields();
if (first)
{
first = false;
continue;
}
// This is how I treat my data, you'll need to throw this out.
//"Type" "Post Date" "Description" "Amount"
LineItem li = new LineItem();
li.date = DateTime.Parse(fields[1]);
li.description = fields[2];
li.Value = Convert.ToDecimal(fields[3]);
lineitems1.Add(li);
}
catch (Microsoft.VisualBasic.FileIO.MalformedLineException ex)
{
MessageBox.Show("Line " + ex.Message +
" is not valid and will be skipped.");
}
}
}
Besides parsing/reading, some libraries do other nice things like convert the parsed data into object for you.
Here is an example of using CsvHelper (a library I maintain) to read a CSV file into objects.
var csv = new CsvHelper( File.OpenRead( "file.csv" ) );
var myCustomObjectList = csv.Reader.GetRecords<MyCustomObject>();
By default, conventions are used for matching the headers/columns with the properties. You can change the behavior by changing the settings.
// Using attributes:
public class MyCustomObject
{
[CsvField( Name = "First Name" )]
public string StringProperty { get; set; }
[CsvField( Index = 0 )]
public int IntProperty { get; set; }
[CsvField( Ignore = true )]
public string ShouldIgnore { get; set; }
}
Sometimes you don't "own" the object you want to populate the data with. In this case you can use fluent class mapping.
// Fluent class mapping:
public sealed class MyCustomObjectMap : CsvClassMap<MyCustomObject>
{
public MyCustomObjectMap()
{
Map( m => m.StringProperty ).Name( "First Name" );
Map( m => m.IntProperty ).Index( 0 );
Map( m => m.ShouldIgnore ).Ignore();
}
}
You can use Microsoft.VisualBasic.FileIO.TextFieldParser
get below code example from above article
static void Main()
{
string csv_file_path=@"C:\Users\Administrator\Desktop\test.csv";
DataTable csvData = GetDataTabletFromCSVFile(csv_file_path);
Console.WriteLine("Rows count:" + csvData.Rows.Count);
Console.ReadLine();
}
private static DataTable GetDataTabletFromCSVFile(string csv_file_path)
{
DataTable csvData = new DataTable();
try
{
using(TextFieldParser csvReader = new TextFieldParser(csv_file_path))
{
csvReader.SetDelimiters(new string[] { "," });
csvReader.HasFieldsEnclosedInQuotes = true;
string[] colFields = csvReader.ReadFields();
foreach (string column in colFields)
{
DataColumn datecolumn = new DataColumn(column);
datecolumn.AllowDBNull = true;
csvData.Columns.Add(datecolumn);
}
while (!csvReader.EndOfData)
{
string[] fieldData = csvReader.ReadFields();
//Making empty value as null
for (int i = 0; i < fieldData.Length; i++)
{
if (fieldData[i] == "")
{
fieldData[i] = null;
}
}
csvData.Rows.Add(fieldData);
}
}
}
catch (Exception ex)
{
}
return csvData;
}
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