using AIStudio.Models.Registry; using AIStudio.Provider; using AIStudio.Tests.Models.Corpus; namespace AIStudio.Tests.Models; /// /// Holds the rules to the answers somebody decided on, over the whole corpus. /// /// /// While the old rules still stood, this was the test the rebuild was carried by: every model was /// asked of both and the two had to agree, except where the audit had found the old answer wrong. /// That comparison is over -- the old rules are gone, and the snapshot took over the job of noticing /// when an answer changes. /// /// What remains is the part no snapshot can do, because it is about intent rather than about /// answers. The models the audit found wrong have to end up where the audit said. Every model /// reaching the global assumption has to be one somebody let reach it, and every model somebody /// listed there has to still be reaching it. And no name may be claimed by two rules with the same /// right. /// [TestFixture] public sealed class PortingDifferenceTests { [Test] public void EveryModelTheAuditFoundWrongIsNowAnsweredTheWayItShouldBe() { var corrected = ExpectedChanges.ENTRIES.Where(change => IsAnswered(change.Provider, change.ModelId)).ToList(); Assert.Multiple(() => { Assert.That(corrected, Is.Not.Empty, "Nothing the audit found wrong is answered by a rule at all, which would make this test green for the wrong reason."); foreach (var change in corrected) { var entry = new CorpusEntry(change.Provider, change.ModelId, CorpusOrigin.NAMED_BY_NO_RULE); var rebuilt = CapabilitySnapshot.Describe(RebuiltRules.Ask(entry)); Assert.That(rebuilt, Is.EqualTo(CapabilitySnapshot.Describe(change.AnswerWanted)), $"{change.Provider} \"{change.ModelId}\": {change.Reason}"); } }); } [Test] public void EveryModelOfTheCorpusIsEitherAnsweredByARuleOrLeftToTheDefaultOnPurpose() { // // Comparing answers alone cannot catch a model falling through. It gets an empty profile, // the global default answers for it, and nothing about that looks wrong from the outside -- // a family nobody got round to and a family nobody wanted are both simply missing. This is // the test which makes the difference visible, by asking for the reason. // var fallenThrough = ModelCorpus.ENTRIES .Where(entry => !IsAnswered(entry)) .Where(entry => !IsLeftToTheDefault(entry)) .Select(entry => $"{entry.Provider} \"{entry.ModelId}\""); Assert.That(fallenThrough, Is.Empty, "No rule answers for these, and nothing says that is on purpose. Write a family for them, or put them into LeftToTheDefault with the reason."); } [Test] public void NothingLeftToTheDefaultIsAnsweredByARuleAfterAll() { // // The other direction, so the list cannot rot: once a family is written, the models it // answers for have no business standing among the ones nobody wrote a rule for. // var answeredAfterAll = LeftToTheDefault.ENTRIES .Where(left => IsAnswered(left.Provider, left.ModelId)) .Select(left => $"{left.Provider} \"{left.ModelId}\""); Assert.That(answeredAfterAll, Is.Empty, "A rule answers for these now, so they can be taken off the list of models left to the default."); } [Test] public void NoModelOfTheCorpusIsClaimedByTwoRulesWithTheSameRight() { // // Two rules of the same specificity which can both match one name are a mistake, not a coin // toss. Reading the rules alone cannot find it -- the two patterns are written differently // and only meet on a real name, which is what the corpus is full of. // Assert.Multiple(() => { foreach (var entry in ModelCorpus.ENTRIES) { var resolution = ModelRegistry.Shared.Explain(entry.Provider, entry.ModelId); Assert.That(resolution.IsAmbiguous, Is.False, $"{entry.Provider} \"{entry.ModelId}\" is claimed by {resolution.Selector} and, just as strongly, by {string.Join(", ", resolution.TiedSelectors)}."); } }); } /// /// Whether any rule knows this model. /// /// The corpus entry to ask about. /// True, when a rule answers for it. private static bool IsAnswered(CorpusEntry entry) => IsAnswered(entry.Provider, entry.ModelId); /// /// Whether any rule knows this model. /// /// Who serves the model. /// The model ID as that provider reports it. /// True, when a rule answers for it. private static bool IsAnswered(LLMProviders provider, string modelId) => ModelRegistry.Shared.Explain(provider, modelId).IsKnown; /// /// Whether this model reaches the global default because somebody decided it may. /// /// The corpus entry to look up. /// True, when it stands in the list of models left to the default. private static bool IsLeftToTheDefault(CorpusEntry entry) => LeftToTheDefault.ENTRIES.Any(left => left.Provider == entry.Provider && string.Equals(left.ModelId, entry.ModelId, StringComparison.Ordinal)); }