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Integrated data sources into any chat (#282)
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using AIStudio.Assistants.ERI;
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using AIStudio.Provider;
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using AIStudio.Provider.SelfHosted;
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using AIStudio.Settings;
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using AIStudio.Settings.DataModel;
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using AIStudio.Tools.ERIClient;
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using AIStudio.Tools.ERIClient.DataModel;
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namespace AIStudio.Tools.Services;
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public sealed class DataSourceService
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{
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private readonly RustService rustService;
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private readonly SettingsManager settingsManager;
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private readonly ILogger<DataSourceService> logger;
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public DataSourceService(SettingsManager settingsManager, ILogger<DataSourceService> logger, RustService rustService)
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{
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this.logger = logger;
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this.rustService = rustService;
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this.settingsManager = settingsManager;
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this.logger.LogInformation("The data source service has been initialized.");
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}
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/// <summary>
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/// Returns a list of data sources that are allowed for the selected LLM provider.
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/// It also returns the data sources selected before when they are still allowed.
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/// </summary>
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/// <param name="selectedLLMProvider">The selected LLM provider.</param>
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/// <param name="previousSelectedDataSources">The data sources selected before.</param>
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/// <returns>The allowed data sources and the data sources selected before -- when they are still allowed.</returns>
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public async Task<AllowedSelectedDataSources> GetDataSources(AIStudio.Settings.Provider selectedLLMProvider, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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{
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//
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// Case: Somehow the selected LLM provider was not set. The default provider
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// does not mean anything. We cannot filter the data sources by any means.
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// We return an empty list. Better safe than sorry.
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//
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if (selectedLLMProvider == default)
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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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}
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return await this.GetDataSources(selectedLLMProvider.IsSelfHosted, previousSelectedDataSources);
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}
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/// <summary>
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/// Returns a list of data sources that are allowed for the selected LLM provider.
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/// It also returns the data sources selected before when they are still allowed.
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/// </summary>
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/// <param name="selectedLLMProvider">The selected LLM provider.</param>
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/// <param name="previousSelectedDataSources">The data sources selected before.</param>
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/// <returns>The allowed data sources and the data sources selected before -- when they are still allowed.</returns>
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public async Task<AllowedSelectedDataSources> GetDataSources(IProvider selectedLLMProvider, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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{
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//
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// Case: Somehow the selected LLM provider was not set. The default provider
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// does not mean anything. We cannot filter the data sources by any means.
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// We return an empty list. Better safe than sorry.
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//
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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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}
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return await this.GetDataSources(selectedLLMProvider is ProviderSelfHosted, previousSelectedDataSources);
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}
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private async Task<AllowedSelectedDataSources> GetDataSources(bool usingSelfHostedProvider, IReadOnlyCollection<IDataSource>? previousSelectedDataSources = null)
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{
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var allDataSources = this.settingsManager.ConfigurationData.DataSources;
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var filteredDataSources = new List<IDataSource>(allDataSources.Count);
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var filteredSelectedDataSources = new List<IDataSource>(previousSelectedDataSources?.Count ?? 0);
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var tasks = new List<Task<IDataSource?>>(allDataSources.Count);
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// Start all checks in parallel:
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foreach (var source in allDataSources)
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tasks.Add(this.CheckOneDataSource(source, usingSelfHostedProvider));
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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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{
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filteredDataSources.Add(source);
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if (previousSelectedDataSources is not null && previousSelectedDataSources.Contains(source))
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filteredSelectedDataSources.Add(source);
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}
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}
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return new(filteredDataSources, filteredSelectedDataSources);
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}
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private async Task<IDataSource?> CheckOneDataSource(IDataSource source, bool usingSelfHostedProvider)
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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(eriSource, this.rustService, 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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switch (source.SecurityPolicy)
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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 self-hosted provider.
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// There is no issue with this source. Accept it.
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//
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if(usingSelfHostedProvider)
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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 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($"The ERI source '{source.Name}' (id={source.Id}) requires a self-hosted provider. We skip this source.");
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return null;
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}
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//
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// Case: The ERI source allows any provider type. The data source configuration is correct.
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// Accept it.
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//
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if(eriSourceRequirements is { AllowedProviderType: ProviderType.ANY })
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return source;
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//
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// Case: Missing rules. We skip this source. Better safe than sorry.
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//
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this.logger.LogDebug($"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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//
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// Case: The data source requires a self-hosted provider. We want to use a self-hosted provider.
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// There is no issue with this source. Accept it.
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//
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case DataSourceSecurity.SELF_HOSTED when usingSelfHostedProvider:
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return source;
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//
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// Case: The data source requires a self-hosted provider. We want to use a cloud provider.
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// We skip this source.
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//
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case DataSourceSecurity.SELF_HOSTED when !usingSelfHostedProvider:
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this.logger.LogWarning($"The data source '{source.Name}' (id={source.Id}) requires a self-hosted provider. We skip this source.");
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return null;
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//
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// Case: The data source did not specify a security policy. We skip this source.
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// Better safe than sorry.
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//
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case DataSourceSecurity.NOT_SPECIFIED:
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this.logger.LogWarning($"The data source '{source.Name}' (id={source.Id}) has no security policy. We skip this source.");
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return null;
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//
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// Case: Some developer forgot to implement a security policy. We skip this source.
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// Better safe than sorry.
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//
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default:
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this.logger.LogWarning($"The data source '{source.Name}' (id={source.Id}) was filtered out due unknown security policy.");
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return null;
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}
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}
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}
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