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https://github.com/MindWorkAI/AI-Studio.git
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Lock data sources with an unreadable index in the selection
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@@ -3,7 +3,7 @@ using AIStudio.Settings;
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namespace AIStudio.Tools;
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/// <summary>
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/// Contains the allowed and selected data sources, plus the ones waiting for their index.
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/// Contains the allowed and selected data sources, plus the ones which cannot be searched right now.
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/// </summary>
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/// <remarks>
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/// The selected data sources are a subset of the allowed data sources.
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@@ -13,8 +13,13 @@ namespace AIStudio.Tools;
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/// -- takes it to mean "may be used to answer with", and a source whose index is being rebuilt
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/// cannot answer anything. It is listed separately so the user interface can still show it and say
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/// why it is greyed out, instead of letting it vanish without a word.
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///
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/// The same holds for the ones waiting for a repair, and they are a list of their own because the
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/// two reasons call for different words: one passes by itself, the other one waits for the user.
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/// A data source is in at most one of the two lists.
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/// </remarks>
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/// <param name="AllowedDataSources">The allowed data sources.</param>
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/// <param name="SelectedDataSources">The selected data sources, which are a subset of the allowed data sources.</param>
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/// <param name="DataSourcesAwaitingReindex">The data sources which passed every check but cannot be searched until their index has been rebuilt.</param>
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public readonly record struct AllowedSelectedDataSources(IReadOnlyList<IDataSource> AllowedDataSources, IReadOnlyList<IDataSource> SelectedDataSources, IReadOnlyList<IDataSource> DataSourcesAwaitingReindex);
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/// <param name="DataSourcesNeedingRepair">The data sources which passed every check but whose index cannot be read anymore, so that only the user can get them back.</param>
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public readonly record struct AllowedSelectedDataSources(IReadOnlyList<IDataSource> AllowedDataSources, IReadOnlyList<IDataSource> SelectedDataSources, IReadOnlyList<IDataSource> DataSourcesAwaitingReindex, IReadOnlyList<IDataSource> DataSourcesNeedingRepair);
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@@ -317,6 +317,22 @@ public sealed partial class DataSourceEmbeddingService(SettingsManager settingsM
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return runState is not DataSourceEmbeddingState.FAILED;
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}
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/// <summary>
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/// Whether a data source cannot be searched because its vector store cannot be read anymore.
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/// </summary>
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/// <remarks>
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/// Unlike the re-index check above, this reads no database at all: the state comes from the run
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/// or the search which ran into the unreadable store, and is kept in memory only. That it does
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/// not survive a restart is deliberate. The very same store may well open on the next start,
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/// and a mark written to disk would then be wrong with nobody noticing. Until something touches
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/// the store again, the data source counts as usable, and a failing search says so on its own.
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/// </remarks>
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/// <param name="dataSource">The data source to ask about.</param>
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/// <returns>True when the data source waits for the user to have its index rebuilt.</returns>
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public bool NeedsIndexRepair(IDataSource dataSource) =>
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this.statuses.TryGetValue(dataSource.Id, out var status) &&
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status is { State: DataSourceEmbeddingState.FAILED, VectorStoreUnreadable: true };
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public Task QueueDataSourceAsync(IDataSource dataSource)
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{
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return this.QueueDataSourceAsync(dataSource, true, DataSourceEmbeddingRefreshMode.HASH_CHECK);
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@@ -188,7 +188,7 @@ public sealed class DataSourceLocalRetrievalService(
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// answer into one the user can do something about.
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//
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logger.LogWarning(exception, "Vector retrieval failed for data source '{DataSourceName}' ({DataSourceId}) because its vector store cannot be read.", dataSource.Name, dataSource.Id);
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await this.ReportRetrievalGapAsync(dataSource, "vector-store-unreadable", string.Format(TB("The data source '{0}' was left out of the answer: its index cannot be read anymore. You can repair it on the background embeddings page."), dataSource.Name));
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await this.ReportRetrievalGapAsync(dataSource, "vector-store-unreadable", string.Format(TB("The data source '{0}' was left out of the answer: its index cannot be read anymore. You can repair it in your data source settings."), dataSource.Name));
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return [];
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}
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catch (Exception exception)
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@@ -51,7 +51,7 @@ 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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@@ -83,12 +83,13 @@ public sealed class DataSourceService
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var allowedDataSources = await this.GetAllowedDataSources(usingTrustedProvider, participatingProviders, requestedDataSources);
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//
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// Whoever asks this way has no list to show, so a data source waiting for its index is
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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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// dropped rather than marked. Handing it back would start a chat with a data source which
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// finds nothing -- the very thing being greyed out elsewhere is meant to prevent.
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//
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var awaitingReindexIds = (await this.GetDataSourcesAwaitingReindex(allowedDataSources)).Select(source => source.Id).ToHashSet(StringComparer.Ordinal);
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return allowedDataSources.Where(source => !awaitingReindexIds.Contains(source.Id)).ToList();
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var unsearchableIds = (await this.GetDataSourcesAwaitingReindex(allowedDataSources)).Select(source => source.Id).ToHashSet(StringComparer.Ordinal);
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unsearchableIds.UnionWith(this.GetDataSourcesNeedingRepair(allowedDataSources).Select(source => source.Id));
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return allowedDataSources.Where(source => !unsearchableIds.Contains(source.Id)).ToList();
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}
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/// <summary>
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@@ -109,7 +110,7 @@ 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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@@ -159,12 +160,21 @@ public sealed class DataSourceService
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// being rebuilt is usable again in a while, and saying so on its own row beats letting it
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// disappear from the selection without a word.
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//
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var awaitingReindex = await this.GetDataSourcesAwaitingReindex(filteredDataSources);
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var awaitingReindexIds = awaitingReindex.Select(source => source.Id).ToHashSet(StringComparer.Ordinal);
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var usableDataSources = filteredDataSources.Where(source => !awaitingReindexIds.Contains(source.Id)).ToList();
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// A source whose index cannot be read is asked about first and then kept out of the other
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// list: both reasons can be true at once, and of the two it is the only one the user can do
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// anything about. Telling them to wait instead would be telling them to wait forever.
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//
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var needingRepair = this.GetDataSourcesNeedingRepair(filteredDataSources);
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var needingRepairIds = needingRepair.Select(source => source.Id).ToHashSet(StringComparer.Ordinal);
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var awaitingReindex = (await this.GetDataSourcesAwaitingReindex(filteredDataSources)).Where(source => !needingRepairIds.Contains(source.Id)).ToList();
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var blockedIds = awaitingReindex.Select(source => source.Id).ToHashSet(StringComparer.Ordinal);
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blockedIds.UnionWith(needingRepairIds);
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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);
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return new(usableDataSources, filteredSelectedDataSources, awaitingReindex, needingRepair);
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}
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/// <summary>
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@@ -195,6 +205,30 @@ public sealed class DataSourceService
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return awaitingReindex;
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}
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/// <summary>
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/// Picks out the data sources whose index cannot be read anymore, so that they wait for a repair.
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/// </summary>
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/// <remarks>
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/// Reads nothing from a database, unlike the re-index check above: the state is held in memory
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/// by the embedding service, which is why this one needs no parallelism and no timeout.
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/// </remarks>
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/// <param name="dataSources">The data sources which passed every other check.</param>
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/// <returns>Those of them which wait for a repair, in the order they came in.</returns>
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private IReadOnlyList<IDataSource> GetDataSourcesNeedingRepair(IReadOnlyList<IDataSource> dataSources)
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{
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var needingRepair = new List<IDataSource>();
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foreach (var dataSource in dataSources)
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{
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if (!this.embeddingService.NeedsIndexRepair(dataSource))
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continue;
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this.logger.LogInformation("The index of data source '{DataSourceName}' ({DataSourceId}) cannot be read. It is shown, but cannot be selected until it was repaired.", dataSource.Name, dataSource.Id);
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needingRepair.Add(dataSource);
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}
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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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{
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var filteredDataSources = new List<IDataSource>(requestedDataSources.Count);
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