using AIStudio.Chat;
using AIStudio.Provider;
using AIStudio.Tools.Rust;
using AIStudio.Tools.Services;
using Microsoft.Extensions.Logging.Abstractions;
namespace AIStudio.Tests.Tools;
///
/// Checks when the image preparation asks the runtime again, and when it answers from its cache.
///
///
/// Every message prepares all images of the conversation anew. Asking the runtime each time would
/// decode every photo again; answering from the cache after the file changed would send the old
/// picture. The runtime is played in its wire format, so these tests also fail as soon as the app
/// stops understanding what the runtime sends.
///
[TestFixture]
public sealed class ModelImageServiceTests
{
private string imagePath = string.Empty;
private FakeImageRuntime runtime = null!;
private RustService rustService = null!;
private ModelImageService service = null!;
[SetUp]
public void PrepareService()
{
this.imagePath = Path.Combine(Path.GetTempPath(), $"model-image-{Guid.NewGuid():N}.png");
File.WriteAllBytes(this.imagePath, [1, 2, 3]);
this.runtime = new FakeImageRuntime();
this.rustService = new RustService(this.runtime);
this.service = new ModelImageService(this.rustService, NullLogger.Instance);
}
[TearDown]
public void CleanUp()
{
this.service.Dispose();
this.rustService.Dispose();
this.runtime.Dispose();
File.Delete(this.imagePath);
}
[Test]
public async Task TheSameFileForTheSameProviderIsPreparedOnce()
{
var first = await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
var second = await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
Assert.Multiple(() =>
{
Assert.That(first.IsPrepared, Is.True);
Assert.That(first.MimeType, Is.EqualTo("image/jpeg"));
Assert.That(second, Is.SameAs(first));
Assert.That(this.runtime.RequestedPaths, Has.Count.EqualTo(1), "The second message decoded the photo again.");
});
}
[Test]
public async Task AChangedFileIsPreparedAgain()
{
await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
await File.WriteAllBytesAsync(this.imagePath, [1, 2, 3, 4]);
await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
Assert.That(this.runtime.RequestedPaths, Has.Count.EqualTo(2), "The model would get the picture as it was before.");
}
[Test]
public async Task AnotherBudgetIsPreparedAgainWithThatBudget()
{
await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.OPEN_AI));
Assert.Multiple(() =>
{
Assert.That(this.runtime.RequestedBudgets, Is.EqualTo(new[] { 3_932_160, IImageSourceExtensions.MAX_IMAGE_SIZE_BYTES }));
Assert.That(this.runtime.RequestedPaths, Is.All.EqualTo(new FileInfo(this.imagePath).FullName));
});
}
[Test]
public async Task AFailureIsTriedAgainWithTheNextMessage()
{
this.runtime.ErrorCode = "NOT_DECODABLE";
var failed = await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
this.runtime.ErrorCode = "NONE";
var prepared = await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
Assert.Multiple(() =>
{
Assert.That(failed.ErrorCode, Is.EqualTo(ModelImageErrorCode.NOT_DECODABLE));
Assert.That(failed.IsPrepared, Is.False);
Assert.That(prepared.IsPrepared, Is.True);
Assert.That(this.runtime.RequestedPaths, Has.Count.EqualTo(2), "A failure must not stick to the image.");
});
}
[Test]
public async Task ACodeFromANewerRuntimeNeverCountsAsAPreparedImage()
{
this.runtime.ErrorCode = "SOMETHING_NEW";
var image = await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
Assert.Multiple(() =>
{
Assert.That(image.ErrorCode, Is.EqualTo(ModelImageErrorCode.UNKNOWN));
Assert.That(image.IsPrepared, Is.False, "The base64 of the answer must not go to the model when the code says nothing we know.");
});
}
[Test]
public async Task AMissingFileDoesNotReachTheRuntime()
{
File.Delete(this.imagePath);
var image = await this.service.PrepareAsync(this.Image, ProviderOf(LLMProviders.ANTHROPIC));
Assert.Multiple(() =>
{
Assert.That(image.ErrorCode, Is.EqualTo(ModelImageErrorCode.FILE_NOT_FOUND));
Assert.That(this.runtime.RequestedPaths, Is.Empty);
});
}
private FileAttachmentImage Image => new("picture.png", this.imagePath, 3);
private static AIStudio.Settings.Provider ProviderOf(LLMProviders llmProvider) => new(0, "test", "Test", llmProvider, new Model("model", null));
}