Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
3 changes: 3 additions & 0 deletions src/Microsoft.Data.Analysis/DataFrame.IO.cs
Original file line number Diff line number Diff line change
Expand Up @@ -719,6 +719,9 @@ private static void AppendValuesToRecord(StringBuilder record, IEnumerable value
case decimal:
record.AppendFormat(cultureInfo, "{0:G31}", value);
continue;
case DateTime:
record.Append(((DateTime)value).ToString(cultureInfo));
continue;
case string stringCell:
if (NeedsQuotes(stringCell, separator))
{
Expand Down
67 changes: 62 additions & 5 deletions test/Microsoft.Data.Analysis.Tests/DataFrame.IOTests.cs
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@
using System.Threading.Tasks;
using Xunit.Abstractions;
using Microsoft.ML.TestFramework;
using Microsoft.VisualStudio.TestPlatform.PlatformAbstractions.Interfaces;

namespace Microsoft.Data.Analysis.Tests
{
Expand Down Expand Up @@ -1017,16 +1018,15 @@ public void TestSaveCsvWithCultureInfoRomanianAndSemiColon()
DataFrame.SaveCsv(dataFrame, csvStream, separator: separator, cultureInfo: cultureInfo);

csvStream.Seek(0, SeekOrigin.Begin);
DataFrame readIn = DataFrame.LoadCsv(csvStream, separator: separator);
DataFrame readIn = DataFrame.LoadCsv(csvStream, separator: separator, cultureInfo: cultureInfo);

Assert.Equal(dataFrame.Rows.Count, readIn.Rows.Count);
Assert.Equal(dataFrame.Columns.Count, readIn.Columns.Count);
Assert.Equal(1F, readIn[1, 0]);

// LoadCsv does not support culture info, therefore decimal point comma (,) is seen as thousand separator and is ignored when read
Assert.Equal(11F, readIn[1, 1]);
Assert.Equal(12F, readIn[1, 2]);
Assert.Equal(129999992F, readIn[1, 3]);
Assert.Equal(1.1F, readIn[1, 1]);
Assert.Equal(1.2F, readIn[1, 2]);
Assert.Equal(1.3F, readIn[1, 3]);

Assert.Equal(1F, readIn[1, 4]);
Assert.Equal(1F, readIn[1, 5]);
Expand Down Expand Up @@ -1079,6 +1079,63 @@ public void TestSaveCsvWithCultureInfoRomanianAndComma()
Assert.Throws<ArgumentException>(() => DataFrame.SaveCsv(dataFrame, csvStream, separator: separator, cultureInfo: cultureInfo));
}

[Fact]
public void TestSaveCsvWithCultureInfoAndDateTimeColumn()
{
using MemoryStream csvStream = new MemoryStream();
var dateColumn = new DateTimeDataFrameColumn("Date", 3);
DataFrame dataFrame = new DataFrame();
dataFrame.Columns.Add(dateColumn);
dateColumn[0] = DateTime.Today;
dateColumn[1] = DateTime.Today.AddDays(1);
dateColumn[2] = null;

var cultureInfo = new CultureInfo("en-US");
cultureInfo.DateTimeFormat.LongDatePattern = "yyyy-MM-dd";
cultureInfo.DateTimeFormat.ShortDatePattern = "yyyy-MM-dd";
cultureInfo.DateTimeFormat.LongTimePattern = "HH:mm:ss";
cultureInfo.DateTimeFormat.ShortTimePattern = "HH:mm:ss";

DataFrame.SaveCsv(dataFrame, csvStream, cultureInfo: cultureInfo, header: false);

csvStream.Seek(0, SeekOrigin.Begin);

StreamReader reader = new StreamReader(csvStream);
var text = reader.ReadToEnd().Split(["\r\n", "\r", "\n"], StringSplitOptions.None);

Assert.Equal(dateColumn[0].Value.ToString(cultureInfo), text[0]);
Assert.Equal(dateColumn[1].Value.ToString(cultureInfo), text[1]);
Assert.True(string.IsNullOrEmpty(text[2]));
}

[Fact]
public void TestSaveAndReadCsvWithCultureInfoAndDateTimeColumn()
{
using MemoryStream csvStream = new MemoryStream();
var dateColumn = new DateTimeDataFrameColumn("Date", 3);
DataFrame dataFrame = new DataFrame();
dataFrame.Columns.Add(dateColumn);
dateColumn[0] = DateTime.Today;
dateColumn[1] = DateTime.Today.AddDays(1);
dateColumn[2] = DateTime.Today.AddDays(2);

var cultureInfo = new CultureInfo("en-US");
cultureInfo.DateTimeFormat.LongDatePattern = "yyyy-MM-dd";
cultureInfo.DateTimeFormat.ShortDatePattern = "yyyy-MM-dd";
cultureInfo.DateTimeFormat.LongTimePattern = "HH:mm:ss";
cultureInfo.DateTimeFormat.ShortTimePattern = "HH:mm:ss";

DataFrame.SaveCsv(dataFrame, csvStream, cultureInfo: cultureInfo, header: true);

csvStream.Seek(0, SeekOrigin.Begin);

DataFrame readIn = DataFrame.LoadCsv(csvStream, cultureInfo: cultureInfo);

Assert.Equal(dateColumn[0], readIn[0, 0]);
Assert.Equal(dateColumn[1], readIn[1, 0]);
Assert.Equal(dateColumn[2], readIn[2, 0]);
}

[Fact]
public void TestSaveCsvWithNoHeader()
{
Expand Down
Loading