Count the whole conversation against the model's window

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Thorsten Sommer committed 2026-09-12 17:56:01 +02:00
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using AIStudio.Chat;
namespace AIStudio.Tests.Chat;
/// <summary>
/// Checks what a conversation is counted as costing before it is sent.
/// </summary>
/// <remarks>
/// The number under the input field used to count the sentence being typed and nothing else, which
/// answers a question nobody asks: what decides whether the next message fits is everything that
/// travels with it. So what is collected here has to be what the message builder actually sends --
/// no more, because a number which counts something that stays behind is wrong in the direction
/// that makes a person stop writing.
/// </remarks>
[TestFixture]
public sealed class ConversationPartsTests
{
private string directory = string.Empty;
[SetUp]
public void CreateFiles()
{
this.directory = Path.Combine(Path.GetTempPath(), $"ai-studio-tests-{Guid.NewGuid():N}");
Directory.CreateDirectory(this.directory);
}
[TearDown]
public void RemoveFiles()
{
if (Directory.Exists(this.directory))
Directory.Delete(this.directory, true);
}
[Test]
public void TheWholeConversationCountsAndNotOnlyWhatIsBeingTyped()
{
var thread = new ChatThread
{
SystemPrompt = "You are helpful.",
Blocks =
[
Block("What is the capital of France?"),
Block("Paris."),
],
};
var parts = ConversationParts.Of(thread, "You are helpful.", "And of Italy?", null, imagesAreSent: true);
Assert.That(parts.Texts, Is.EqualTo(new[] { "You are helpful.", "What is the capital of France?", "Paris.", "And of Italy?" }));
}
[Test]
public void TheSystemPromptCountedIsTheOneWhichWouldBeSent()
{
//
// Not the one standing in the thread. A chat template may replace it, retrieved data is
// appended to it, a profile adds a paragraph and the tool policy adds another -- and
// switching a profile while writing has to move the number, which it cannot do if the
// thread's own field is what gets counted.
//
var thread = new ChatThread { SystemPrompt = "What the person typed." };
var parts = ConversationParts.Of(thread, "What the request carries.", string.Empty, null, imagesAreSent: true);
Assert.That(parts.Texts, Is.EqualTo(new[] { "What the request carries." }));
}
[Test]
public void ABlockHiddenFromTheUserStillCosts()
{
//
// Hidden on the screen, not in the request: the message builder sends it like any other
// block, so its tokens are gone whether or not anybody can see where they went.
//
var hidden = Block("An instruction the user does not see.");
var thread = new ChatThread { Blocks = [new() { ContentType = hidden.ContentType, Role = hidden.Role, Content = hidden.Content, HideFromUser = true }] };
var parts = ConversationParts.Of(thread, string.Empty, string.Empty, null, imagesAreSent: true);
Assert.That(parts.Texts, Is.EqualTo(new[] { "An instruction the user does not see." }));
}
[Test]
public void WithoutAConversationOnlyTheDraftCounts()
{
var parts = ConversationParts.Of(null, string.Empty, "Hello", null, imagesAreSent: true);
Assert.That(parts.Texts, Is.EqualTo(new[] { "Hello" }));
}
[TestCase("")]
[TestCase(" ")]
public void NothingWrittenIsNothingToCount(string draft)
{
var parts = ConversationParts.Of(null, string.Empty, draft, null, imagesAreSent: true);
Assert.That(parts.Texts, Is.Empty);
}
[Test]
public void ABlockWithoutTextIsSkippedBecauseItIsNeverSent()
{
//
// The message builder drops a block whose text is empty, whatever else hangs off it. A
// count which added that block's attachments would report tokens for a message which is
// never built.
//
var document = this.WriteFile("notes.txt", "some content");
var empty = Block(string.Empty);
((ContentText)empty.Content!).FileAttachments.Add(FileAttachment.FromPath(document));
var parts = ConversationParts.Of(new() { Blocks = [empty] }, string.Empty, string.Empty, null, imagesAreSent: true);
Assert.Multiple(() =>
{
Assert.That(parts.Texts, Is.Empty);
Assert.That(parts.Documents, Is.Empty);
});
}
[Test]
public void AttachmentsOfTheConversationAndOfTheComposerBothCount()
{
//
// A document attached three messages ago is sent again with every further message, so it
// costs its tokens again every time. That is exactly the thing a person cannot see and
// which this number is for.
//
var older = this.WriteFile("older.txt", "older content");
var draft = this.WriteFile("draft.txt", "draft content");
var block = Block("Please read this.");
((ContentText)block.Content!).FileAttachments.Add(FileAttachment.FromPath(older));
var parts = ConversationParts.Of(new() { Blocks = [block] }, string.Empty, "And this one.", [FileAttachment.FromPath(draft)], imagesAreSent: true);
Assert.That(parts.Documents.Select(document => document.FileName), Is.EqualTo(new[] { "older.txt", "draft.txt" }));
}
[Test]
public void AnAttachmentWhoseFileIsGoneCountsForNothing()
{
//
// It is not sent either: the message builder reports it as unavailable and leaves it out.
//
var attachment = FileAttachment.FromPath(Path.Combine(this.directory, "never-existed.txt"));
var parts = ConversationParts.Of(null, string.Empty, "Here", [attachment], imagesAreSent: true);
Assert.That(parts.Documents, Is.Empty);
}
[Test]
public void ImagesAreCountedSeparatelyFromDocuments()
{
var document = this.WriteFile("notes.txt", "content");
var image = this.WriteFile("photo.png", "not really a png");
var parts = ConversationParts.Of(null, string.Empty, "Look", [FileAttachment.FromPath(document), FileAttachment.FromPath(image)], imagesAreSent: true);
Assert.Multiple(() =>
{
Assert.That(parts.Documents.Select(entry => entry.FileName), Is.EqualTo(new[] { "notes.txt" }));
Assert.That(parts.Images, Is.EqualTo(1));
});
}
[Test]
public void AModelWhichTakesNoImagesIsSentNoneAndIsToldAboutNone()
{
//
// The message builder leaves the pictures out entirely for such a model, so reporting them
// as uncounted would tell a person about a cost which is not there.
//
var image = this.WriteFile("photo.png", "not really a png");
var parts = ConversationParts.Of(null, string.Empty, "Look", [FileAttachment.FromPath(image)], imagesAreSent: false);
Assert.That(parts.Images, Is.Zero);
}
private static ContentBlock Block(string text) => new()
{
ContentType = ContentType.TEXT,
Role = ChatRole.USER,
Content = new ContentText { Text = text },
};
private string WriteFile(string name, string content)
{
var path = Path.Combine(this.directory, name);
File.WriteAllText(path, content);
return path;
}
}
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using System.Globalization;
using AIStudio.Chat;
namespace AIStudio.Tests.Chat;
/// <summary>
/// Checks how a number of tokens is written under the input field.
/// </summary>
/// <remarks>
/// The culture is an argument rather than something taken from the machine, and that is the point
/// being checked as much as the digits are: AI Studio's language is chosen in its own settings, so
/// the thread's culture says nothing about which separators a person expects to read.
/// </remarks>
[TestFixture]
public sealed class TokenAmountTests
{
private static readonly CultureInfo AMERICAN = CultureInfo.GetCultureInfo("en-US");
private static readonly CultureInfo GERMAN = CultureInfo.GetCultureInfo("de-DE");
[TestCase(0, "0")]
[TestCase(7, "7")]
[TestCase(847, "847")]
[TestCase(999, "999", Description = "The last number written out in full.")]
[TestCase(1_000, "1.00k")]
[TestCase(1_234, "1.23k")]
[TestCase(12_347, "12.35k")]
[TestCase(128_000, "128.00k")]
[TestCase(400_000, "400.00k")]
[TestCase(999_499, "999.50k")]
[TestCase(999_999, "1.00M", Description = "Rounded before the unit is chosen, so it does not read as 1,000.00k.")]
[TestCase(1_000_000, "1.00M")]
[TestCase(1_048_576, "1.05M")]
[TestCase(1_050_000, "1.05M", Description = "Which is how OpenAI writes it themselves.")]
[TestCase(2_000_000, "2.00M")]
public void ANumberOfTokensIsWrittenTheWayItIsRead(int tokens, string wanted)
{
Assert.That(TokenAmount.Format(tokens, AMERICAN), Is.EqualTo(wanted));
}
[TestCase(999, "999")]
[TestCase(1_234, "1,23k")]
[TestCase(400_000, "400,00k")]
[TestCase(1_048_576, "1,05M")]
public void TheSeparatorsAreTheOnesTheUserKnows(int tokens, string wanted)
{
//
// A German reads 1,23k where an American reads 1.23k. Writing either of them the other way
// around reads as a number a thousand times off.
//
Assert.That(TokenAmount.Format(tokens, GERMAN), Is.EqualTo(wanted));
}
}
@@ -1,4 +1,3 @@
using AIStudio.Models;
using AIStudio.Models.Registry;
using AIStudio.Provider;
using AIStudio.Settings;