using System.Text.Json;
using AIStudio.Provider.Groq;
using AIStudio.Provider.OpenRouter;
using MistralModelsResponse = AIStudio.Provider.Mistral.ModelsResponse;
using SelfHostedModelsResponse = AIStudio.Provider.SelfHosted.ModelsResponse;
namespace AIStudio.Tests.Provider;
///
/// Checks that the numbers a provider already sends actually arrive in the records reading them.
///
///
/// Every one of these providers spells the context window differently, and each record renames it
/// to the one word the app uses. Getting such a name wrong fails silently -- the field stays null,
/// the model list still loads, and the only symptom is a window nobody ever sees. The snippets
/// below are shortened answers of the real routes, so that a rename is caught here rather than by
/// somebody wondering why their window never shows up.
///
/// The options mirror what the providers deserialize with: names in snake case, which is what makes
/// the renaming attributes necessary in the first place.
///
[TestFixture]
public sealed class ModelListMetadataTests
{
private static readonly JsonSerializerOptions AS_THE_PROVIDERS_READ_IT = new()
{
PropertyNamingPolicy = JsonNamingPolicy.SnakeCaseLower,
};
[Test]
// ReSharper disable once InconsistentNaming
public void VLLMStatesTheWindowItWasStartedWith()
{
var response = JsonSerializer.Deserialize("""
{
"object": "list",
"data": [
{ "id": "Qwen/Qwen3-32B", "object": "model", "owned_by": "vllm", "max_model_len": 32768 }
]
}
""", AS_THE_PROVIDERS_READ_IT);
Assert.That(response.Data, Is.Not.Null);
Assert.Multiple(() =>
{
Assert.That(response.Data![0].ContextWindowTokens, Is.EqualTo(32_768));
Assert.That(response.Data[0].OwnedBy, Is.EqualTo("vllm"), "Read with the shared options, this one arrives too -- it did not before.");
});
}
[Test]
public void AnEngineWhichStatesNoWindowLeavesItUnknown()
{
//
// Ollama and LM Studio answer the very same route without that field. Nothing may fail
// over it, and nothing may be invented for it either.
//
var response = JsonSerializer.Deserialize("""
{
"object": "list",
"data": [ { "id": "gemma3:1b", "object": "model" } ]
}
""", AS_THE_PROVIDERS_READ_IT);
Assert.That(response.Data, Is.Not.Null);
Assert.That(response.Data![0].ContextWindowTokens, Is.Null);
}
[Test]
public void OpenRouterStatesTheWindowOfTheModel()
{
var response = JsonSerializer.Deserialize("""
{
"data": [
{
"id": "anthropic/claude-sonnet-4.5",
"name": "Anthropic: Claude Sonnet 4.5",
"context_length": 1000000,
"architecture": { "tokenizer": "Claude" },
"top_provider": { "max_completion_tokens": 64000 }
}
]
}
""", AS_THE_PROVIDERS_READ_IT);
Assert.Multiple(() =>
{
Assert.That(response.Data[0].ContextWindowTokens, Is.EqualTo(1_000_000));
Assert.That(response.Data[0].Name, Is.EqualTo("Anthropic: Claude Sonnet 4.5"), "The fields we do read keep working next to the fields we deliberately do not.");
});
}
[Test]
public void GroqStatesTheWindowAsTheContextWindow()
{
var response = JsonSerializer.Deserialize("""
{
"object": "list",
"data": [ { "id": "llama-3.3-70b-versatile", "object": "model", "context_window": 131072 } ]
}
""", AS_THE_PROVIDERS_READ_IT);
Assert.That(response.Data[0].ContextWindowTokens, Is.EqualTo(131_072));
}
[Test]
public void MistralStatesTheWindowAsAMaximumLength()
{
var response = JsonSerializer.Deserialize("""
{
"object": "list",
"data": [ { "id": "mistral-large-latest", "object": "model", "created": 1700000000, "owned_by": "mistralai", "max_context_length": 131072 } ]
}
""", AS_THE_PROVIDERS_READ_IT);
Assert.That(response.Data[0].ContextWindowTokens, Is.EqualTo(131_072));
}
[Test]
public void TheRouterStatesAWindowPerInferenceProvider()
{
var response = JsonSerializer.Deserialize("""
{
"data": [
{
"id": "deepseek-ai/DeepSeek-R1",
"providers": [
{ "provider": "novita", "status": "live", "context_length": 64000 },
{ "provider": "together", "status": "live", "context_length": 128000 }
]
}
]
}
""", AS_THE_PROVIDERS_READ_IT);
Assert.That(response.Data[0].Providers, Is.Not.Null);
Assert.That(response.Data[0].Providers![0].ContextWindowTokens, Is.EqualTo(64_000));
}
}