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153 lines
7.6 KiB
C#
153 lines
7.6 KiB
C#
using AIStudio.Settings.DataModel;
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using AIStudio.Tools.Databases.IndexStore;
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using AIStudio.Tools.Databases.VectorStore;
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namespace AIStudio.Tools.Services;
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public sealed partial class DataSourceEmbeddingService
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{
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/// <summary>
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/// Throws away everything stored for one data source and starts a fresh indexing run.
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/// </summary>
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/// <remarks>
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/// The one way out of an index which cannot be read, and nothing in the app takes it by itself:
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/// a rebuild sends every document of the data source to the embedding provider once more, which
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/// costs money with a cloud provider and hours with a large data source. It happens because the
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/// user asked for it, after being told both.
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///
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/// An active run is stopped first, the same way deleting a data source does it. The repair is
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/// offered for a failed data source only, so there should be none -- but a file watcher may
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/// well have queued one between the click and this call, and discarding the index next to a
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/// live run would leave it half thrown away.
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/// </remarks>
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/// <param name="dataSourceId">The data source to build anew.</param>
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public async Task RepairDataSourceAsync(string dataSourceId)
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{
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if (!this.TryGetConfiguredIndexedSource(dataSourceId, out var dataSource))
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return;
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logger.LogWarning(
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"Repairing data source '{DataSourceName}' ({DataSourceId}) on the user's request: the stored index is discarded and built anew.",
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dataSource.Name,
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dataSource.Id);
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var activeRun = this.CancelActiveDataSourceRun(dataSource);
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this.ClearQueuedDataSourceState(dataSourceId);
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if (activeRun is not null)
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await activeRun.Completion.Task;
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await this.ResetPersistedStateAsync(dataSourceId, null, null, CancellationToken.None);
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this.statuses.TryRemove(dataSourceId, out _);
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PublishStatusChanged();
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await this.QueueDataSourceAsync(dataSource, true, DataSourceEmbeddingRefreshMode.MANUAL_RETRY);
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}
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/// <summary>
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/// Records that the user agreed to the removal a mailbox held back, and syncs the mailbox to carry it out.
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/// </summary>
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/// <remarks>
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/// The count is the one the status showed the user, cf. DataSourceEmbeddingStatus.PendingRemovalCount.
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/// The agreement holds for exactly that number: should a sync have come up with another one in the
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/// meantime, nothing is agreed to, and the user is asked anew. The sync which carries the removal
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/// out signs in like any other, so a recorded sign-in failure still keeps it from the server.
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/// </remarks>
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/// <param name="dataSourceId">The mailbox.</param>
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/// <param name="removalCount">How many mails the user agreed to remove from the index.</param>
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/// <returns>True when the agreement was recorded. False when the number changed in the meantime, or the index cannot be reached.</returns>
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public async Task<bool> ApprovePendingMailRemovalAsync(string dataSourceId, int removalCount)
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{
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if (!this.TryGetConfiguredIndexedSource(dataSourceId, out var dataSource) || dataSource is not DataSourceMailbox)
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return false;
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var indexStore = await databaseClientProvider.GetIndexStoreAsync(CancellationToken.None);
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if (!await indexStore.ApprovePendingMailRemovalAsync(dataSourceId, removalCount, CancellationToken.None))
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{
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logger.LogInformation("The removal held back for mailbox '{DataSourceId}' was not approved, since another number is held back by now or the index store is unavailable.", dataSourceId);
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return false;
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}
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logger.LogInformation("The user approved removing {RemovalCount} mails from the index of mailbox '{DataSourceId}'.", removalCount, dataSourceId);
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await this.QueueDataSourceAsync(dataSource, true, DataSourceEmbeddingRefreshMode.HASH_CHECK);
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return true;
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}
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/// <summary>
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/// Deletes what the index keeps of mailboxes which are no longer configured.
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/// </summary>
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/// <remarks>
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/// Such leftovers come about in two ways. An older version of AI Studio does not know mailboxes
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/// and saves the settings without them. Or the stores could not be reached while the user
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/// deleted a mailbox. Either way, nothing would ever delete the index then, nor a refused
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/// sign-in kept next to it.
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///
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/// Only with settings which were loaded and may be written. Settings which could not be read
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/// look like settings without a single mailbox, and every index would be deleted for that. Both
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/// stores have to be there as well: the row in the index store is all that leads to the
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/// collection in the vector store, so deleting the one without the other would leave the other
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/// behind for good.
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///
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/// Runs before the first run, so none of the mailboxes is in use. The password stays in the OS
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/// keyring: its entry carries the name of the mailbox, which nothing here knows anymore.
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/// </remarks>
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/// <param name="token">The cancellation token.</param>
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private async Task DeleteOrphanedMailboxIndexesAsync(CancellationToken token)
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{
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if (!settingsManager.HasCompletedInitialSettingsLoad || settingsManager.SettingsWriteBlocked)
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{
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logger.LogInformation("Leaving the indexes of mailboxes alone, since the settings could not be loaded completely. SettingsWriteBlockReason={SettingsWriteBlockReason}.", settingsManager.SettingsWriteBlockReason);
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return;
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}
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try
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{
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var vectorStore = await databaseClientProvider.GetVectorStoreAsync(token);
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var indexStore = await databaseClientProvider.GetIndexStoreAsync(token);
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if (!vectorStore.IsAvailable || !indexStore.IsAvailable)
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return;
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var configuredIds = settingsManager.ConfigurationData.Mailboxes
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.Select(mailbox => mailbox.Id)
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.ToHashSet(StringComparer.OrdinalIgnoreCase);
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foreach (var mailboxId in await indexStore.GetStoredMailboxIdsAsync(token))
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{
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if (configuredIds.Contains(mailboxId))
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continue;
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await this.ResetPersistedStateAsync(mailboxId, vectorStore, indexStore, token);
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await indexStore.ClearMailboxAuthFailureAsync(mailboxId, token);
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logger.LogInformation("Deleted the index of mailbox '{DataSourceId}', which is no longer configured.", mailboxId);
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}
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}
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catch (OperationCanceledException) when (token.IsCancellationRequested)
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{
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throw;
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}
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catch (Exception exception)
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{
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// Nothing depends on it: whatever is left over is tried again on the next start.
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logger.LogWarning(exception, "Could not delete the indexes of mailboxes which are no longer configured.");
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}
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}
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private async Task ResetPersistedStateAsync(
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string dataSourceId,
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VectorStoreClient? vectorStore,
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IndexStoreClient? indexStore,
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CancellationToken token)
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{
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await this.DeleteCollectionAsync(DataSourceEmbeddingNames.GetCollectionName(dataSourceId), vectorStore, token);
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indexStore ??= await databaseClientProvider.GetIndexStoreAsync(token);
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if (!indexStore.IsAvailable)
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{
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logger.LogWarning("Could not delete local RAG embedding state for data source '{DataSourceId}' because the database '{DatabaseName}' is unavailable.", dataSourceId, indexStore.Name);
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return;
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}
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await indexStore.DeleteDataSourceAsync(dataSourceId, token);
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logger.LogInformation("Reset persisted local RAG embedding state for data source '{DataSourceId}'.", dataSourceId);
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}
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}
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