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Rebuilt how AI Studio knows what a model can do (#960)
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using AIStudio.Models.Matching;
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using Microsoft.CodeAnalysis;
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using SourceCodeRules.UsageAnalyzers;
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namespace AIStudio.Tests.Models.Generation;
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/// <summary>
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/// Checks that a pattern which can never match is refused while compiling.
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/// </summary>
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/// <remarks>
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/// A pattern carrying a capital letter, an underscore, or a space matches no model name, because
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/// names are normalized before any rule sees them. At runtime that looks like nothing: the family
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/// answers for nobody and its models quietly take the global default. MWAIS0013 turns it into a
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/// build error, and these tests are what says that it actually recognizes the calls it is meant to.
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/// </remarks>
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[TestFixture]
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public sealed class ModelPatternLiteralAnalyzerTests
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{
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/// <summary>
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/// Patterns and whether the app considers them normalized, checked from both ends.
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/// </summary>
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/// <remarks>
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/// The analyzer carries its own copy of the normalization, because it cannot reference the app.
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/// This is the table which keeps the two honest: whatever MatchPattern.IsNormalized says at
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/// runtime, the compile time rule has to say the same.
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/// </remarks>
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private static readonly string[] PATTERNS_TO_AGREE_ON =
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[
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"gpt-5.1", "qwen3.8-27b", "deepseek-r1", "yi", "01",
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"GPT-5.1", "gpt_5", "gpt 5", "gpt--5", "-gpt-5", "gpt-5-", "Qwen3.8:27B", "___",
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];
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[Test]
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public async Task APatternWrittenTheWayNamesArriveIsAccepted()
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{
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var reported = await AnalyzeAsync("""builder.Rule("gpt-5.1").AsPrefix();""");
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Assert.That(reported, Is.Empty);
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}
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[TestCase("""builder.Rule("GPT-5.1");""", "gpt-5.1")]
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[TestCase("""builder.Rule("gpt_5");""", "gpt-5")]
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[TestCase("""builder.Rule("gpt 5");""", "gpt-5")]
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[TestCase("""builder.Modifier("BASE");""", "base")]
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[TestCase("""builder.Rule("gpt-5").AlsoContains("Codex");""", "codex")]
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[TestCase("""builder.Rule("gpt-5").NotContains("Chat");""", "chat")]
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[TestCase("""builder.Rule("gpt-5"); builder.Rule("gpt-5-mini").InheritsFrom("GPT-5");""", "gpt-5")]
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public async Task APatternWhichCanNeverMatchIsRefusedAndTheRightSpellingIsNamed(string statements, string expectedSpelling)
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{
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var reported = await AnalyzeAsync(statements);
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Assert.Multiple(() =>
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{
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Assert.That(reported, Has.Count.EqualTo(1));
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Assert.That(reported.FirstOrDefault()?.Id, Is.EqualTo("MWAIS0013"));
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Assert.That(reported.FirstOrDefault()?.GetMessage(), Does.Contain($"write it as \"{expectedSpelling}\""));
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});
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}
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[Test]
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public async Task APatternOfWhichNothingSurvivesSaysThatInsteadOfSuggestingAnEmptyOne()
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{
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var reported = await AnalyzeAsync("""builder.Rule("___");""");
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Assert.Multiple(() =>
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{
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Assert.That(reported, Has.Count.EqualTo(1));
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Assert.That(reported.FirstOrDefault()?.GetMessage(), Does.Contain("nothing of it survives"));
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});
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}
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[Test]
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public async Task APatternWrittenOnceAsAConstantIsCheckedToo()
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{
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var reported = await AnalyzeAsync("""const string THE_PATTERN = "GPT-5"; builder.Rule(THE_PATTERN);""");
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Assert.That(reported, Has.Count.EqualTo(1));
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}
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[Test]
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public async Task TextWhichIsNotAPatternIsLeftAlone()
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{
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//
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// A tokenizer is named the way its vendor names it, and o200k_base carries an underscore
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// because OpenAI writes it that way. An analyzer which cannot tell the two kinds of string
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// apart would make it impossible to state the truth.
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//
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var reported = await AnalyzeAsync("""builder.Rule("gpt-5.1").Tokenizer(TokenizerKind.TIKTOKEN, "o200k_base");""");
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Assert.That(reported, Is.Empty);
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}
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[Test]
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public async Task TheCompileTimeRuleAndTheRuntimeCheckNeverDisagree()
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{
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foreach (var pattern in PATTERNS_TO_AGREE_ON)
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{
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var reported = await AnalyzeAsync($"""builder.Rule("{pattern}");""");
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var acceptedWhileCompiling = reported.Count is 0;
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Assert.That(acceptedWhileCompiling, Is.EqualTo(MatchPattern.IsNormalized(pattern)), $"The two normalizations disagree about \"{pattern}\".");
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}
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}
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private static async Task<IReadOnlyList<Diagnostic>> AnalyzeAsync(string statements)
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{
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var source =
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$$"""
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using System;
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using AIStudio.Models;
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namespace Sample;
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public sealed class SampleFamily : ModelFamily
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{
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public override ModelVendor Vendor => ModelVendor.OPEN_AI;
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public override ModelSource Source => new("https://example.invalid", new DateOnly(2026, 9, 11), "a note");
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protected override void Declare(ModelFamilyBuilder builder)
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{
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{{statements}}
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}
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}
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""";
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return await CompilationHarness.AnalyzeAsync(source, new ModelPatternLiteralAnalyzer());
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}
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}
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