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Fixed Semantic Search with external data sources (ERI servers) (#1090)
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
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30 files changed
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@@ -18,6 +18,7 @@ public sealed class DataSourceService
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// ReSharper disable once NotAccessedPositionalProperty.Local
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private readonly record struct ParticipatingProvider(string Role, bool IsTrusted, ConfidenceLevel ConfidenceLevel);
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private readonly ERISecurityCheckCache securityChecks;
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private readonly DataSourceEmbeddingService embeddingService;
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private readonly RustService rustService;
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private readonly SettingsManager settingsManager;
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@@ -29,6 +30,7 @@ public sealed class DataSourceService
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this.rustService = rustService;
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this.settingsManager = settingsManager;
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this.embeddingService = embeddingService;
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this.securityChecks = new(this.FetchSecurityRequirementsAsync, TimeProvider.System);
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this.logger.LogInformation("The data source service has been initialized.");
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}
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@@ -52,7 +54,7 @@ public sealed class DataSourceService
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if (selectedLLMProvider == Settings.Provider.NONE)
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{
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this.logger.LogWarning("The selected LLM provider is not set. We cannot filter the data sources by any means.");
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return new([], [], [], []);
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return new([], [], [], [], []);
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}
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var usingTrustedProvider = selectedLLMProvider.IsTrustedForDataSourceSecurityChecks(this.settingsManager);
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@@ -82,7 +84,7 @@ public sealed class DataSourceService
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var usingTrustedProvider = selectedLLMProvider.IsTrustedForDataSourceSecurityChecks(this.settingsManager);
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var participatingProviders = this.GetParticipatingProviders(selectedLLMProvider.Id, dataSourceOptions, retrievalMode,
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new("chat provider", usingTrustedProvider, selectedLLMProvider.GetConfidenceLevel(this.settingsManager)));
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var allowedDataSources = await this.GetAllowedDataSources(usingTrustedProvider, participatingProviders, requestedDataSources);
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var allowedDataSources = (await this.GetAllowedDataSources(usingTrustedProvider, participatingProviders, requestedDataSources)).Allowed;
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//
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// Whoever asks this way has no list to show, so a data source which cannot be searched is
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@@ -113,7 +115,7 @@ public sealed class DataSourceService
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if (selectedLLMProvider is NoProvider)
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{
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this.logger.LogWarning("The selected LLM provider is the default provider. We cannot filter the data sources by any means.");
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return new([], [], [], []);
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return new([], [], [], [], []);
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}
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var usingTrustedProvider = selectedLLMProvider.IsTrustedForDataSourceSecurityChecks(this.settingsManager);
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@@ -180,7 +182,8 @@ public sealed class DataSourceService
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{
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var allDataSources = this.settingsManager.ConfigurationData.DataSources.ToList();
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var previousSelectedDataSourceIds = previousSelectedDataSources?.Select(source => source.Id).ToHashSet(StringComparer.Ordinal) ?? [];
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var filteredDataSources = await this.GetAllowedDataSources(usingTrustedProvider, participatingProviders, allDataSources);
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var checkedDataSources = await this.GetAllowedDataSources(usingTrustedProvider, participatingProviders, allDataSources);
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var filteredDataSources = checkedDataSources.Allowed;
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//
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// Which of the sources that passed every check cannot answer a search right now. They are
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@@ -202,7 +205,7 @@ public sealed class DataSourceService
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var usableDataSources = filteredDataSources.Where(source => !blockedIds.Contains(source.Id)).ToList();
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var filteredSelectedDataSources = usableDataSources.Where(source => previousSelectedDataSourceIds.Contains(source.Id)).ToList();
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return new(usableDataSources, filteredSelectedDataSources, awaitingReindex, needingRepair);
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return new(usableDataSources, filteredSelectedDataSources, awaitingReindex, needingRepair, checkedDataSources.Unreachable);
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}
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/// <summary>
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@@ -257,10 +260,16 @@ public sealed class DataSourceService
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return needingRepair;
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}
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private async Task<IReadOnlyList<IDataSource>> GetAllowedDataSources(bool usingTrustedProvider, IReadOnlyList<ParticipatingProvider> participatingProviders, IReadOnlyCollection<IDataSource> requestedDataSources)
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/// <summary>
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/// What the checks of several data sources found: those which may be used, and the ERI data sources whose server could not be reached.
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/// </summary>
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private readonly record struct CheckedDataSources(IReadOnlyList<IDataSource> Allowed, IReadOnlyList<IDataSource> Unreachable);
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private async Task<CheckedDataSources> GetAllowedDataSources(bool usingTrustedProvider, IReadOnlyList<ParticipatingProvider> participatingProviders, IReadOnlyCollection<IDataSource> requestedDataSources)
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{
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var filteredDataSources = new List<IDataSource>(requestedDataSources.Count);
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var tasks = new List<Task<IDataSource?>>(requestedDataSources.Count);
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var unreachableDataSources = new List<IDataSource>();
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var tasks = new List<Task<DataSourceCheck>>(requestedDataSources.Count);
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// Start all checks in parallel:
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foreach (var source in requestedDataSources)
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@@ -270,15 +279,126 @@ public sealed class DataSourceService
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// Wait for all checks and collect the results:
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foreach (var task in tasks)
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{
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var source = await task;
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if (source is not null)
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filteredDataSources.Add(source);
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var check = await task;
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if (check.AllowedSource is not null)
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filteredDataSources.Add(check.AllowedSource);
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else if (check.UnreachableSource is not null)
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unreachableDataSources.Add(check.UnreachableSource);
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}
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return filteredDataSources;
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return new(filteredDataSources, unreachableDataSources);
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}
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private async Task<IDataSource?> CheckOneDataSource(IDataSource source, bool usingTrustedProvider, IReadOnlyList<ParticipatingProvider> participatingProviders)
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/// <summary>
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/// What the check of one data source found: it may be used, its ERI server could not be reached, or neither.
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/// </summary>
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private readonly record struct DataSourceCheck(IDataSource? AllowedSource, IDataSource? UnreachableSource);
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private async Task<DataSourceCheck> CheckOneDataSource(IDataSource source, bool usingTrustedProvider, IReadOnlyList<ParticipatingProvider> participatingProviders)
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{
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//
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// Unfortunately, we have to live-check any ERI source for its security requirements.
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// Because the ERI server operator might change the security requirements at any time.
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// The answer is kept for a minute, see ERISecurityCheckCache for why that is acceptable.
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//
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SecurityRequirements? eriSourceRequirements = null;
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if (source is DataSourceERI_V1 eriSource)
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{
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var securityCheck = await this.securityChecks.GetAsync(eriSource);
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if (!securityCheck.IsReachable)
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{
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//
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// The source cannot be used, but whoever asks may still tell the model or the user
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// about it, so that its silence is not taken for finding nothing. Only a source
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// which its own configured policy allows for this provider counts: whatever the
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// server would demand on top of that is unknown, and it is never searched anyway.
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//
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return new(null, MayBeNamedWhileUnreachable(eriSource, usingTrustedProvider) ? source : null);
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}
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eriSourceRequirements = securityCheck.Requirements;
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}
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return new(this.CheckPolicies(source, usingTrustedProvider, participatingProviders, eriSourceRequirements), null);
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}
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/// <summary>
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/// Whether an ERI data source whose server could not be reached may still be named to a provider.
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/// </summary>
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/// <param name="source">The ERI data source.</param>
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/// <param name="usingTrustedProvider">Whether the chat provider is trusted for data source security checks.</param>
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/// <returns>True when the configured security policy of the data source allows it for this provider.</returns>
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internal static bool MayBeNamedWhileUnreachable(IExternalDataSource source, bool usingTrustedProvider) => usingTrustedProvider.AllowsDataSourceSecurity(source.SecurityPolicy);
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/// <summary>
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/// Signs in to the server of an ERI data source and asks for its security requirements.
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/// </summary>
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/// <returns>Whether the server answered and the sign-in succeeded, and its requirements when it did.</returns>
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private async Task<ERISecurityCheckResult> FetchSecurityRequirementsAsync(DataSourceERI_V1 source)
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{
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//
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// Leave the caller first: this starts while the cache is locked, and signing in should
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// not happen while holding the lock:
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//
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await Task.Yield();
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using var cancellationTokenSource = new CancellationTokenSource(TimeSpan.FromSeconds(6));
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using var client = ERIClientFactory.Get(ERIVersion.V1, source);
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if(client is null)
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{
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this.logger.LogError($"Could not create ERI client for source '{source.Name}' (id={source.Id}). We skip this source.");
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return ERISecurityCheckResult.UNREACHABLE;
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}
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this.logger.LogInformation($"Authenticating with ERI source '{source.Name}' (id={source.Id})...");
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var loginResult = await client.AuthenticateAsync(this.rustService, cancellationToken: cancellationTokenSource.Token);
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if (!loginResult.Successful)
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{
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this.logger.LogWarning($"Authentication with ERI source '{source.Name}' (id={source.Id}) failed. We skip this source. Reason: {loginResult.Message}");
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return ERISecurityCheckResult.UNREACHABLE;
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}
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this.logger.LogInformation($"Checking security requirements for ERI source '{source.Name}' (id={source.Id})...");
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var securityRequest = await client.GetSecurityRequirementsAsync(cancellationTokenSource.Token);
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if (!securityRequest.Successful)
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{
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this.logger.LogWarning($"Could not retrieve security requirements for ERI source '{source.Name}' (id={source.Id}). We skip this source. Reason: {securityRequest.Message}");
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return ERISecurityCheckResult.UNREACHABLE;
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}
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this.logger.LogInformation($"Security requirements for ERI source '{source.Name}' (id={source.Id}) retrieved successfully.");
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return new(true, securityRequest.Data);
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}
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/// <summary>
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/// Whether the server of an ERI data source allows the provider to see its data.
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/// </summary>
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/// <remarks>
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/// Its operator owns the data, so the rule of the server applies to every provider, a trusted
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/// one included. A server which allows no provider at all closes its data source this way, as
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/// the info dialog of the data source tells the user, e.g., to stop all access while the
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/// operator corrects a mistake. A rule this version of AI Studio does not know closes it, too:
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/// better safe than sorry.
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/// </remarks>
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/// <param name="requirements">What the server requires.</param>
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/// <param name="usingTrustedProvider">Whether the chat provider is trusted for data source security checks.</param>
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/// <returns>True when the server allows the provider.</returns>
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internal static bool ServerAllows(SecurityRequirements requirements, bool usingTrustedProvider) => requirements.AllowedProviderType switch
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{
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ProviderType.ANY => true,
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ProviderType.SELF_HOSTED => usingTrustedProvider,
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_ => false,
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};
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/// <summary>
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/// Checks a data source against the trust it asks for.
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/// </summary>
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/// <param name="source">The data source.</param>
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/// <param name="usingTrustedProvider">Whether the chat provider is trusted for data source security checks.</param>
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/// <param name="participatingProviders">Every provider which gets to see the data.</param>
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/// <param name="eriSourceRequirements">What the server of an ERI data source requires, or null for any other data source.</param>
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/// <returns>The data source when it may be used, otherwise null.</returns>
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private IDataSource? CheckPolicies(IDataSource source, bool usingTrustedProvider, IReadOnlyList<ParticipatingProvider> participatingProviders, SecurityRequirements? eriSourceRequirements)
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{
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if (source is IInternalDataSource internalSource)
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{
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@@ -307,85 +427,28 @@ public sealed class DataSourceService
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return source;
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}
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//
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// Unfortunately, we have to live-check any ERI source for its security requirements.
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// Because the ERI server operator might change the security requirements at any time.
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//
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SecurityRequirements? eriSourceRequirements = null;
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if (source is DataSourceERI_V1 eriSource)
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{
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using var cancellationTokenSource = new CancellationTokenSource(TimeSpan.FromSeconds(6));
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using var client = ERIClientFactory.Get(ERIVersion.V1, eriSource);
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if(client is null)
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{
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this.logger.LogError($"Could not create ERI client for source '{source.Name}' (id={source.Id}). We skip this source.");
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return null;
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}
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this.logger.LogInformation($"Authenticating with ERI source '{source.Name}' (id={source.Id})...");
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var loginResult = await client.AuthenticateAsync(this.rustService, cancellationToken: cancellationTokenSource.Token);
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if (!loginResult.Successful)
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{
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this.logger.LogWarning($"Authentication with ERI source '{source.Name}' (id={source.Id}) failed. We skip this source. Reason: {loginResult.Message}");
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return null;
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}
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this.logger.LogInformation($"Checking security requirements for ERI source '{source.Name}' (id={source.Id})...");
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var securityRequest = await client.GetSecurityRequirementsAsync(cancellationTokenSource.Token);
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if (!securityRequest.Successful)
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{
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this.logger.LogWarning($"Could not retrieve security requirements for ERI source '{source.Name}' (id={source.Id}). We skip this source. Reason: {loginResult.Message}");
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return null;
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}
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eriSourceRequirements = securityRequest.Data;
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this.logger.LogInformation($"Security requirements for ERI source '{source.Name}' (id={source.Id}) retrieved successfully.");
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}
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if (source is not IExternalDataSource externalSource)
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return source;
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//
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// The server of an ERI data source has the last word, on top of the policy configured
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// here: its operator owns the data and may tighten the rules at any time. This holds for a
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// trusted provider as well, see ServerAllows:
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//
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if (eriSourceRequirements is { } requirements && !ServerAllows(requirements, usingTrustedProvider))
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{
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this.logger.LogWarning($"The ERI source '{source.Name}' (id={source.Id}) does not allow this provider by the rules of its server ('{requirements.AllowedProviderType}'). We skip this source.");
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return null;
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}
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switch (externalSource.SecurityPolicy)
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{
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//
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// Case: The data source allows any provider type, and the server of an ERI data source
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// agreed above. Accept it.
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//
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case DataSourceSecurity.ALLOW_ANY:
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//
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// Case: The data source allows any provider type. We want to use a trusted provider.
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// There is no issue with this source. Accept it.
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//
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if(usingTrustedProvider)
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return source;
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//
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// Case: This is a local data source. When the source allows any provider type, we can use it.
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// Accept it.
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//
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if(eriSourceRequirements is null)
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return source;
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//
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// Case: The ERI source requires a self-hosted or organization-trusted provider. This misconfiguration happens
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// when the ERI server operator changes the security requirements. The ERI server
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// operator owns the data -- we have to respect their rules. We skip this source.
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//
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if (eriSourceRequirements is { AllowedProviderType: ProviderType.SELF_HOSTED })
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{
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this.logger.LogWarning($"The ERI source '{source.Name}' (id={source.Id}) requires a self-hosted or organization-trusted provider. We skip this source.");
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return null;
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}
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//
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// Case: The ERI source allows any provider type. The data source configuration is correct.
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// Accept it.
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//
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if(eriSourceRequirements is { AllowedProviderType: ProviderType.ANY })
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return source;
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//
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// Case: Missing rules. We skip this source. Better safe than sorry.
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//
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this.logger.LogWarning($"The ERI source '{source.Name}' (id={source.Id}) was filtered out due to missing rules.");
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return null;
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return source;
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//
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// Case: The data source requires a trusted provider. We want to use a trusted provider.
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