I have a 20,000 line CSV file with this data:
Location, | Light, | Proximity, | Ax, | Ay, | Az, | Gx, | Gy, | Gz |
---|---|---|---|---|---|---|---|---|
SidePocket | 2.0 | 0.0 | -1.1259307861328125 | -10.622817993164063 | 0.8393707275390625 | 0.7456817626953125 | -2.3446502685546875 | -0.6551361083984375 |
HandBag | 2.0 | 0.0 | -1.1259307861328125 | -10.622817993164063 | 0.8393707275390625 | 0.8383636474609375 | -3.1872711181640625 | -0.064971923828125 |
SidePocket | 2.0 | 0.0 | 0.5566253662109375 | -9.675201416015625 | 1.7905426025390625 | 0.8383636474609375 | -3.1872711181640625 | -0.064971923828125 |
SidePocket | 2.0 | 0.0 | 0.5566253662109375 | -9.675201416015625 | 1.7905426025390625 | 0.170440673828125 | -2.976348876953125 | 0.05218505859375 |
BackPocket | 2.0 | 0.0 | -0.3665771484375 | -9.739242553710938 | 2.12567138671875 | 0.170440673828125 | -2.976348876953125 | 0.05218505859375 |
SidePocket | 2.0 | 0.0 | -0.3665771484375 | -9.739242553710938 | 2.12567138671875 | -0.1981201171875 | -1.846099853515625 | 0.290802001953125 |
Ear | 2.0 | 0.0 | -0.490264892578125 | -9.91455078125 | 1.34954833984375 | -0.1981201171875 | -1.846099853515625 | 0.290802001953125 |
I want something to loop through all rows of a column based on the column header and do some computation. I tried using the CsvHelper library:
private void btnBrowse_Click(object sender, RoutedEventArgs e)
{
OpenFileDialog openFileDialog = new OpenFileDialog();
if (openFileDialog.ShowDialog() == true)
textReader = File.ReadAllText(openFileDialog.FileName);
stringParse = new StringReader(textReader);
txtOutput.Text = "";
}
private void btnParse_Click(object sender, RoutedEventArgs e)
{
var csv = new CsvReader(stringParse);
while( csv.Read() )
{
var stringField = csv.GetField<string>( "Location" );
txtOutput.Text += DoSomething(stringField.ToString()) + "\n";
}
}
The problem I face are:
Where have I made a mistake?
Here's how the actual CSV file looks:
Location, Light, Proximity, Ax, Ay, Az, Gx, Gy, Gz "SidePocket" 2.0 0.0 -1.1259307861328125 -10.622817993164063 0.8393707275390625 0.7456817626953125 -2.3446502685546875 -0.6551361083984375 "HandBag" 2.0 0.0 -1.1259307861328125 -10.622817993164063 0.8393707275390625 0.8383636474609375 -3.1872711181640625 -0.064971923828125 "SidePocket" 2.0 0.0 0.5566253662109375 -9.675201416015625 1.7905426025390625 0.8383636474609375 -3.1872711181640625 -0.064971923828125
I have no problem reading a csv file of 4 times the size of your 20,000 lines in under 2 seconds. I don't know what is happening in DoSomething
so that might be your next call of investigation.
I have made the following changes to address the two issues you describe.
First: use a StringBuilder
to prevent the creation and discarding of lots of strings in your loop.
Second: Set the Delimiter
in the Configuration
object of the CsvHelper to a Space but do include the comma of your header field name in that case:
var sw = new Stopwatch();
sw.Start();
using(var csv = new CsvReader(new StreamReader(@"csv-test.txt")))
{
csv.Configuration.Delimiter=" "; // space
var sb = new StringBuilder();
while (csv.Read())
{
var stringField = csv.GetField<string>("Location,"); // the comma is relevant
// or use sb.AppendFormat("{0}\n", DoSomething(stringField));
sb.AppendLine(stringField);
}
txtOutput.Text = sb.ToString();
}
sw.Stop();
Console.WriteLine(sw.ElapsedMilliseconds);
For 102,000 lines above code runs on my box in 1,7 seconds.