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Normalize text new line to Unix-style (#998)
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Make text more consistent across Unix and Windows environments, avoiding
the `\r` character in favor of the Unix new line ending.

See #975
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dluc authored Feb 7, 2025
1 parent a490102 commit e49783a
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Showing 19 changed files with 244 additions and 41 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -59,7 +59,7 @@ internal async Task<float> Evaluate(MemoryAnswer answer, Dictionary<string, obje
{
var evaluation = await this.FaithfulnessEvaluation.InvokeAsync(this._kernel, new KernelArguments
{
{ "context", string.Join(Environment.NewLine, answer.RelevantSources.SelectMany(c => c.Partitions.Select(p => p.Text))) },
{ "context", string.Join('\n', answer.RelevantSources.SelectMany(c => c.Partitions.Select(p => p.Text))) },
{ "answer", answer.Result },
{ "statements", JsonSerializer.Serialize(extraction) }
}).ConfigureAwait(false);
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Original file line number Diff line number Diff line change
@@ -1,6 +1,5 @@
// Copyright (c) Microsoft. All rights reserved.

using System;
using System.Collections.Generic;
using System.Linq;
using System.Numerics.Tensors;
Expand Down Expand Up @@ -68,7 +67,7 @@ private async IAsyncEnumerable<RelevanceEvaluation> GetEvaluations(MemoryAnswer
{
var extraction = await this.ExtractQuestion.InvokeAsync(this._kernel, new KernelArguments
{
{ "context", string.Join(Environment.NewLine, answer.RelevantSources.SelectMany(c => c.Partitions.Select(p => p.Text))) },
{ "context", string.Join('\n', answer.RelevantSources.SelectMany(c => c.Partitions.Select(p => p.Text))) },
{ "answer", answer.Result }
}).ConfigureAwait(false);

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6 changes: 2 additions & 4 deletions extensions/Chunkers/Chunkers/MarkDownChunker.cs
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@
using Microsoft.KernelMemory.AI;
using Microsoft.KernelMemory.Chunkers.internals;
using Microsoft.KernelMemory.DataFormats;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory.Chunkers;

Expand Down Expand Up @@ -152,10 +153,7 @@ public List<string> Split(string text, MarkDownChunkerOptions options)
ArgumentNullException.ThrowIfNull(options);

// Clean up text. Note: LLMs don't use \r char
text = text
.Replace("\r\n", "\n", StringComparison.OrdinalIgnoreCase)
.Replace("\r", "\n", StringComparison.OrdinalIgnoreCase)
.Trim();
text = text.NormalizeNewlines(true);

// Calculate chunk size leaving room for the optional chunk header
int maxChunk1Size = options.MaxTokensPerChunk - this.TokenCount(options.ChunkHeader);
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6 changes: 2 additions & 4 deletions extensions/Chunkers/Chunkers/PlainTextChunker.cs
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@
using Microsoft.KernelMemory.AI;
using Microsoft.KernelMemory.Chunkers.internals;
using Microsoft.KernelMemory.DataFormats;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory.Chunkers;

Expand Down Expand Up @@ -127,10 +128,7 @@ public List<string> Split(string text, PlainTextChunkerOptions options)
ArgumentNullException.ThrowIfNull(options);

// Clean up text. Note: LLMs don't use \r char
text = text
.Replace("\r\n", "\n", StringComparison.OrdinalIgnoreCase)
.Replace("\r", "\n", StringComparison.OrdinalIgnoreCase)
.Trim();
text = text.NormalizeNewlines(true);

// Calculate chunk size leaving room for the optional chunk header
int maxChunk1Size = options.MaxTokensPerChunk - this.TokenCount(options.ChunkHeader);
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7 changes: 4 additions & 3 deletions extensions/Postgres/Postgres/PostgresMemory.cs
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@
using Microsoft.KernelMemory.AI;
using Microsoft.KernelMemory.Diagnostics;
using Microsoft.KernelMemory.MemoryStorage;
using Microsoft.KernelMemory.Text;
using Pgvector;

namespace Microsoft.KernelMemory.Postgres;
Expand Down Expand Up @@ -272,7 +273,7 @@ private static string NormalizeTableNamePrefix(string? name)
foreach (MemoryFilter filter in filters.Where(f => !f.IsEmpty()))
{
var andSql = new StringBuilder();
andSql.AppendLine("(");
andSql.AppendLineNix("(");

if (filter is PostgresMemoryFilter)
{
Expand All @@ -298,10 +299,10 @@ private static string NormalizeTableNamePrefix(string? name)
// $"{PostgresSchema.PlaceholdersTags} @> " + safeSqlPlaceholder
// $"{PostgresSchema.PlaceholdersTags} @> " + safeSqlPlaceholder + "::text[]"
// $"{PostgresSchema.PlaceholdersTags} @> ARRAY[" + safeSqlPlaceholder + "]::text[]"
andSql.AppendLine($"{PostgresSchema.PlaceholdersTags} @> " + safeSqlPlaceholder);
andSql.AppendLineNix($"{PostgresSchema.PlaceholdersTags} @> " + safeSqlPlaceholder);
}

andSql.AppendLine(")");
andSql.AppendLineNix(")");
orConditions.Add(andSql.ToString());
}

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3 changes: 2 additions & 1 deletion service/Abstractions/HTTP/SSE.cs
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,7 @@
using System.Text;
using System.Text.Json;
using System.Threading;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory.HTTP;

Expand Down Expand Up @@ -39,7 +40,7 @@ public async static IAsyncEnumerable<T> ParseStreamAsync<T>(
}
else
{
buffer.AppendLine(line);
buffer.AppendLineNix(line);
}
}

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7 changes: 4 additions & 3 deletions service/Abstractions/Models/MemoryAnswer.cs
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
using System.Text;
using System.Text.Json;
using System.Text.Json.Serialization;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory;

Expand Down Expand Up @@ -92,7 +93,7 @@ public string ToJson(bool optimizeForStream)
public override string ToString()
{
var result = new StringBuilder();
result.AppendLine(this.Result);
result.AppendLineNix(this.Result);

if (!this.NoResult && this.RelevantSources is { Count: > 0 })
{
Expand All @@ -103,8 +104,8 @@ public override string ToString()
sources[x.Index + x.Link] = $" - {x.SourceName} [{date}]";
}

result.AppendLine("- Sources:");
result.AppendLine(string.Join("\n", sources.Values));
result.AppendLineNix("- Sources:");
result.AppendLineNix(string.Join("\n", sources.Values));
}

return result.ToString();
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43 changes: 43 additions & 0 deletions service/Abstractions/Text/StringBuilderExtensions.cs
Original file line number Diff line number Diff line change
@@ -0,0 +1,43 @@
// Copyright (c) Microsoft. All rights reserved.

using System.Text;

namespace Microsoft.KernelMemory.Text;

public static class StringBuilderExtensions
{
/// <summary>
/// Append line using Unix line ending "\n"
/// </summary>
public static void AppendLineNix(this StringBuilder sb)
{
sb.Append('\n');
}

/// <summary>
/// Append line using Unix line ending "\n"
/// </summary>
public static void AppendLineNix(this StringBuilder sb, string value)
{
sb.Append(value);
sb.Append('\n');
}

/// <summary>
/// Append line using Unix line ending "\n"
/// </summary>
public static void AppendLineNix(this StringBuilder sb, char value)
{
sb.Append(value);
sb.Append('\n');
}

/// <summary>
/// Append line using Unix line ending "\n"
/// </summary>
public static void AppendLineNix(this StringBuilder sb, StringBuilder value)
{
sb.Append(value);
sb.Append('\n');
}
}
67 changes: 67 additions & 0 deletions service/Abstractions/Text/StringExtensions.cs
Original file line number Diff line number Diff line change
@@ -0,0 +1,67 @@
// Copyright (c) Microsoft. All rights reserved.

namespace Microsoft.KernelMemory.Text;

public static class StringExtensions
{
public static string NormalizeNewlines(this string text, bool trim = false)
{
if (string.IsNullOrEmpty(text))
{
return text;
}

// We won't need more than the original length
char[] buffer = new char[text.Length];
int bufferPos = 0;

// Skip leading whitespace if trimming
int i = 0;
if (trim)
{
while (i < text.Length && char.IsWhiteSpace(text[i])) { i++; }
}

// Tracks the last non-whitespace position written into buffer
int lastNonWhitespacePos = -1;

// Single pass: replace \r\n or \r with \n, record last non-whitespace
for (; i < text.Length; i++)
{
char c = text[i];

if (c == '\r')
{
// If \r\n then skip the \n
if (i + 1 < text.Length && text[i + 1] == '\n') { i++; }

// Write a single \n
buffer[bufferPos] = '\n';
}
else
{
buffer[bufferPos] = c;
}

// If trimming, update lastNonWhitespacePos only when char isn't whitespace
// If not trimming, always update because we keep everything
if (!trim || !char.IsWhiteSpace(buffer[bufferPos]))
{
lastNonWhitespacePos = bufferPos;
}

bufferPos++;
}

// Cut off trailing whitespace if trimming
// If every char was whitespace, lastNonWhitespacePos stays -1 and the result is an empty string
int finalLength = (trim && lastNonWhitespacePos >= 0)
? lastNonWhitespacePos + 1
: bufferPos;

// Safety check if everything was trimmed away
if (finalLength < 0) { finalLength = 0; }

return new string(buffer, 0, finalLength);
}
}
15 changes: 10 additions & 5 deletions service/Core/DataFormats/Image/ImageDecoder.cs
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,7 @@
using Microsoft.Extensions.Logging;
using Microsoft.KernelMemory.Diagnostics;
using Microsoft.KernelMemory.Pipeline;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory.DataFormats.Image;

Expand Down Expand Up @@ -64,7 +65,7 @@ public async Task<FileContent> DecodeAsync(Stream data, CancellationToken cancel

var result = new FileContent(MimeTypes.PlainText);
var content = await this.ImageToTextAsync(data, cancellationToken).ConfigureAwait(false);
result.Sections.Add(new(content.Trim(), 1, Chunk.Meta(sentencesAreComplete: true)));
result.Sections.Add(new(content, 1, Chunk.Meta(sentencesAreComplete: true)));

return result;
}
Expand All @@ -87,10 +88,14 @@ private async Task<string> ImageToTextAsync(BinaryData data, CancellationToken c
}
}

private Task<string> ImageToTextAsync(Stream data, CancellationToken cancellationToken = default)
private async Task<string> ImageToTextAsync(Stream data, CancellationToken cancellationToken = default)
{
return this._ocrEngine is null
? throw new NotSupportedException($"Image extraction not configured")
: this._ocrEngine.ExtractTextFromImageAsync(data, cancellationToken);
if (this._ocrEngine is null)
{
throw new NotSupportedException($"Image extraction not configured");
}

string text = await this._ocrEngine.ExtractTextFromImageAsync(data, cancellationToken).ConfigureAwait(false);
return text.NormalizeNewlines(true);
}
}
9 changes: 5 additions & 4 deletions service/Core/DataFormats/Office/MsExcelDecoder.cs
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@
using Microsoft.Extensions.Logging;
using Microsoft.KernelMemory.Diagnostics;
using Microsoft.KernelMemory.Pipeline;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory.DataFormats.Office;

Expand Down Expand Up @@ -61,7 +62,7 @@ public Task<FileContent> DecodeAsync(Stream data, CancellationToken cancellation
worksheetNumber++;
if (this._config.WithWorksheetNumber)
{
sb.AppendLine(this._config.WorksheetNumberTemplate.Replace("{number}", $"{worksheetNumber}", StringComparison.OrdinalIgnoreCase));
sb.AppendLineNix(this._config.WorksheetNumberTemplate.Replace("{number}", $"{worksheetNumber}", StringComparison.OrdinalIgnoreCase));
}

var rowsUsed = worksheet.RangeUsed()?.RowsUsed();
Expand Down Expand Up @@ -142,15 +143,15 @@ public Task<FileContent> DecodeAsync(Stream data, CancellationToken cancellation
}
}

sb.AppendLine(this._config.RowSuffix);
sb.AppendLineNix(this._config.RowSuffix);
}

if (this._config.WithEndOfWorksheetMarker)
{
sb.AppendLine(this._config.EndOfWorksheetMarkerTemplate.Replace("{number}", $"{worksheetNumber}", StringComparison.OrdinalIgnoreCase));
sb.AppendLineNix(this._config.EndOfWorksheetMarkerTemplate.Replace("{number}", $"{worksheetNumber}", StringComparison.OrdinalIgnoreCase));
}

string worksheetContent = sb.ToString().Trim();
string worksheetContent = sb.ToString().NormalizeNewlines(true);
sb.Clear();
result.Sections.Add(new Chunk(worksheetContent, worksheetNumber, Chunk.Meta(sentencesAreComplete: true)));
}
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9 changes: 5 additions & 4 deletions service/Core/DataFormats/Office/MsPowerPointDecoder.cs
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@
using Microsoft.Extensions.Logging;
using Microsoft.KernelMemory.Diagnostics;
using Microsoft.KernelMemory.Pipeline;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory.DataFormats.Office;

Expand Down Expand Up @@ -99,20 +100,20 @@ public Task<FileContent> DecodeAsync(Stream data, CancellationToken cancellation
// Prepend slide number before the slide text
if (this._config.WithSlideNumber)
{
sb.AppendLine(this._config.SlideNumberTemplate.Replace("{number}", $"{slideNumber}", StringComparison.OrdinalIgnoreCase));
sb.AppendLineNix(this._config.SlideNumberTemplate.Replace("{number}", $"{slideNumber}", StringComparison.OrdinalIgnoreCase));
}

sb.Append(currentSlideContent);
sb.AppendLine();
sb.AppendLineNix();

// Append the end of slide marker
if (this._config.WithEndOfSlideMarker)
{
sb.AppendLine(this._config.EndOfSlideMarkerTemplate.Replace("{number}", $"{slideNumber}", StringComparison.OrdinalIgnoreCase));
sb.AppendLineNix(this._config.EndOfSlideMarkerTemplate.Replace("{number}", $"{slideNumber}", StringComparison.OrdinalIgnoreCase));
}
}

string slideContent = sb.ToString().Trim();
string slideContent = sb.ToString().NormalizeNewlines(true);
sb.Clear();
result.Sections.Add(new Chunk(slideContent, slideNumber, Chunk.Meta(sentencesAreComplete: true)));
}
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9 changes: 6 additions & 3 deletions service/Core/DataFormats/Office/MsWordDecoder.cs
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@
using Microsoft.Extensions.Logging;
using Microsoft.KernelMemory.Diagnostics;
using Microsoft.KernelMemory.Pipeline;
using Microsoft.KernelMemory.Text;

namespace Microsoft.KernelMemory.DataFormats.Office;

Expand Down Expand Up @@ -79,17 +80,19 @@ public Task<FileContent> DecodeAsync(Stream data, CancellationToken cancellation
var lastRenderedPageBreak = p.GetFirstChild<Run>()?.GetFirstChild<LastRenderedPageBreak>();
if (lastRenderedPageBreak != null)
{
string pageContent = sb.ToString().Trim();
// Note: no trimming, use original spacing when working with pages
string pageContent = sb.ToString().NormalizeNewlines(false);
sb.Clear();
result.Sections.Add(new Chunk(pageContent, pageNumber, Chunk.Meta(sentencesAreComplete: true)));
pageNumber++;
}

sb.AppendLine(p.InnerText);
sb.AppendLineNix(p.InnerText);
}
}

var lastPageContent = sb.ToString().Trim();
// Note: no trimming, use original spacing when working with pages
string lastPageContent = sb.ToString().NormalizeNewlines(false);
result.Sections.Add(new Chunk(lastPageContent, pageNumber, Chunk.Meta(sentencesAreComplete: true)));

return Task.FromResult(result);
Expand Down
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