using AIStudio.Provider; using AIStudio.Settings; using Microsoft.Extensions.Logging.Abstractions; namespace AIStudio.Tests.Settings; /// /// Checks which provider an agent is handed when nobody picked one for it. /// /// /// Agents such as the content cleaner or the security audit may be given a model of their own, /// because a small and cheap one is enough for what they do. Almost nobody does that, so what /// matters in practice is what happens when they have none: the model of the assistant they sit /// in, the app-wide default, or nothing at all. Two bugs shipped in that fallback, and both of /// them lived here rather than in the components -- which is why this is where they are pinned /// down. The component lifecycle itself is not covered; there is no bUnit in this solution. /// /// Names are written out in full throughout. This assembly has an AIStudio.Tests.Tools and an /// AIStudio.Tests.Provider of its own, and the app has an AIStudio.Components -- all three are /// what a short name finds from here, and a using alias does not help, because names from the /// enclosing namespaces win over it. /// [TestFixture] public sealed class PreselectedProviderTests { private const string ASSISTANT_PROVIDER_ID = "11111111-1111-1111-1111-111111111111"; private const string AGENT_PROVIDER_ID = "22222222-2222-2222-2222-222222222222"; private const string APP_DEFAULT_PROVIDER_ID = "33333333-3333-3333-3333-333333333333"; [Test] public void ContentCleanerFallsBackToTheAssistantProvider() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.OPEN_AI); AddProvider(settingsManager, AGENT_PROVIDER_ID, LLMProviders.MISTRAL); var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_TEXT_CONTENT_CLEANER, ASSISTANT_PROVIDER_ID, true); Assert.That(provider.Id, Is.EqualTo(ASSISTANT_PROVIDER_ID), "With nothing configured for the cleaner, it has to use the model of the assistant around it."); } [Test] public void ContentCleanerFallsBackToTheAppDefault() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.OPEN_AI); AddProvider(settingsManager, APP_DEFAULT_PROVIDER_ID, LLMProviders.MISTRAL); settingsManager.ConfigurationData.App.PreselectedProvider = APP_DEFAULT_PROVIDER_ID; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_TEXT_CONTENT_CLEANER, null, true); Assert.That(provider.Id, Is.EqualTo(APP_DEFAULT_PROVIDER_ID), "Without an assistant model, the app-wide default is what is left before giving up."); } [Test] public void ContentCleanerPrefersItsOwnProviderOverTheAssistantOne() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.OPEN_AI); AddProvider(settingsManager, AGENT_PROVIDER_ID, LLMProviders.MISTRAL); settingsManager.ConfigurationData.TextContentCleaner.PreselectAgentOptions = true; settingsManager.ConfigurationData.TextContentCleaner.PreselectedAgentProvider = AGENT_PROVIDER_ID; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_TEXT_CONTENT_CLEANER, ASSISTANT_PROVIDER_ID, true); Assert.That(provider.Id, Is.EqualTo(AGENT_PROVIDER_ID), "A model picked for the cleaner is the whole point of picking one, so it outranks the assistant's."); } /// /// Checks that the switch above the cleaner's provider field really turns that provider off. /// /// /// The provider id stays in the settings when the switch goes off, so the only thing saying it /// must not be used is this one flag. A component which reads the stored id instead of asking /// here would keep using a provider the user switched away from. /// [Test] public void ContentCleanerIgnoresItsOwnProviderWhenPreselectionIsOff() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.OPEN_AI); AddProvider(settingsManager, AGENT_PROVIDER_ID, LLMProviders.MISTRAL); settingsManager.ConfigurationData.TextContentCleaner.PreselectAgentOptions = false; settingsManager.ConfigurationData.TextContentCleaner.PreselectedAgentProvider = AGENT_PROVIDER_ID; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_TEXT_CONTENT_CLEANER, ASSISTANT_PROVIDER_ID, true); Assert.That(provider.Id, Is.EqualTo(ASSISTANT_PROVIDER_ID), "With its preselection switched off, the cleaner has to fall back to the assistant's model."); } /// /// Checks that a model too untrusted for the cleaner is not used just because it is there. /// /// /// This is the case the user meets as a hint next to the cleaner switch: a model is selected in /// the assistant, and the cleaner still has none. Under TRUST_ALL every provider reaches MEDIUM /// and a self-hosted one reaches HIGH, so a global minimum of HIGH separates the two. /// [Test] public void ContentCleanerRejectsAnAssistantProviderBelowTheGlobalMinimum() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.OPEN_AI); AddProvider(settingsManager, AGENT_PROVIDER_ID, LLMProviders.MISTRAL); settingsManager.ConfigurationData.Confidence.EnforceGlobalMinimumConfidence = true; settingsManager.ConfigurationData.Confidence.GlobalMinimumConfidence = ConfidenceLevel.HIGH; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_TEXT_CONTENT_CLEANER, ASSISTANT_PROVIDER_ID, true); Assert.That(provider, Is.EqualTo(AIStudio.Settings.Provider.NONE), "A provider the organization ruled out must not reach the cleaner through the assistant."); } [Test] public void ContentCleanerAcceptsAnAssistantProviderMeetingTheGlobalMinimum() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.SELF_HOSTED); AddProvider(settingsManager, AGENT_PROVIDER_ID, LLMProviders.MISTRAL); settingsManager.ConfigurationData.Confidence.EnforceGlobalMinimumConfidence = true; settingsManager.ConfigurationData.Confidence.GlobalMinimumConfidence = ConfidenceLevel.HIGH; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_TEXT_CONTENT_CLEANER, ASSISTANT_PROVIDER_ID, true); Assert.That(provider.Id, Is.EqualTo(ASSISTANT_PROVIDER_ID), "A provider which clears the bar has to be handed over, or the hint would never go away."); } /// /// Checks that the audit agent's provider needs no switch to be used. /// /// /// Unlike the content cleaner, the audit agent has no "preselect options" flag: an organization /// rolls its provider out and that is what audits run with. A test which assumed the two agents /// behaved alike would pass here for the wrong reason. /// [Test] public void AuditAgentUsesItsOwnProviderWithoutAPreselectionSwitch() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, AGENT_PROVIDER_ID, LLMProviders.MISTRAL); AddProvider(settingsManager, APP_DEFAULT_PROVIDER_ID, LLMProviders.OPEN_AI); settingsManager.ConfigurationData.App.PreselectedProvider = APP_DEFAULT_PROVIDER_ID; settingsManager.ConfigurationData.AssistantPluginAudit.PreselectedAgentProvider = AGENT_PROVIDER_ID; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_ASSISTANT_PLUGIN_AUDIT, null, true); Assert.That(provider.Id, Is.EqualTo(AGENT_PROVIDER_ID), "A provider rolled out for audits outranks the app-wide default."); } [Test] public void AuditAgentFallsBackToTheAppDefault() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.OPEN_AI); AddProvider(settingsManager, APP_DEFAULT_PROVIDER_ID, LLMProviders.MISTRAL); settingsManager.ConfigurationData.App.PreselectedProvider = APP_DEFAULT_PROVIDER_ID; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_ASSISTANT_PLUGIN_AUDIT, null, true); Assert.That(provider.Id, Is.EqualTo(APP_DEFAULT_PROVIDER_ID), "Without a dedicated audit provider, the app-wide default is what audits run with."); } /// /// Checks the state the audit dialog was useless in before it offered a provider itself. /// [Test] public void AuditAgentEndsUpWithNothingWhenNeitherIsConfigured() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.OPEN_AI); AddProvider(settingsManager, AGENT_PROVIDER_ID, LLMProviders.MISTRAL); var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_ASSISTANT_PLUGIN_AUDIT, null, true); Assert.That(provider, Is.EqualTo(AIStudio.Settings.Provider.NONE), "Two configured providers are not a choice: without one being named for audits, the agent has none."); } [Test] public void AuditAgentRejectsAnAppDefaultBelowTheGlobalMinimum() { var settingsManager = CreateSettingsManager(); AddProvider(settingsManager, ASSISTANT_PROVIDER_ID, LLMProviders.SELF_HOSTED); AddProvider(settingsManager, APP_DEFAULT_PROVIDER_ID, LLMProviders.OPEN_AI); settingsManager.ConfigurationData.App.PreselectedProvider = APP_DEFAULT_PROVIDER_ID; settingsManager.ConfigurationData.Confidence.EnforceGlobalMinimumConfidence = true; settingsManager.ConfigurationData.Confidence.GlobalMinimumConfidence = ConfidenceLevel.HIGH; var provider = settingsManager.GetPreselectedProvider(AIStudio.Tools.Components.AGENT_ASSISTANT_PLUGIN_AUDIT, null, true); Assert.That(provider, Is.EqualTo(AIStudio.Settings.Provider.NONE), "The app-wide default is not exempt from what the organization enforces."); } /// /// Builds a settings manager the way these tests need it. /// /// /// The rust service is handed in as null on purpose: resolving a provider never asks it /// anything. It reads the configured providers, the confidence scheme and the preselections, /// all of which are plain settings. Should that change, the test says so by failing loudly /// rather than by quietly measuring something else. /// private static SettingsManager CreateSettingsManager() => new(NullLogger.Instance, null!); /// /// Adds a provider to the settings. /// /// /// Every test here configures at least two of them, and not for variety: with exactly one /// configured provider, resolving takes a shortcut and returns it without looking at any /// preselection. A single-provider test would pass no matter what the fallback does. /// private static void AddProvider(SettingsManager settingsManager, string id, LLMProviders llmProvider) { var providers = settingsManager.ConfigurationData.Providers; providers.Add(new((uint)providers.Count + 1, id, $"Instance {providers.Count + 1}", llmProvider, new("test-model", null))); } }