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Keep data sources selectable only when their index can answer
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using AIStudio.Tools.Databases.IndexStore;
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using AIStudio.Tools.Services;
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namespace AIStudio.Tests.Tools;
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/// <summary>
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/// Checks when a data source counts as waiting for its index to be rebuilt.
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/// </summary>
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/// <remarks>
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/// This decides whether the data source selection greys a row out. Two mistakes are possible and
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/// both are bad in their own way: calling a rebuild finished lets the user pick a data source which
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/// finds nothing and answers without their data, while calling a healthy data source unusable locks
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/// a row for good. The stored signature alone cannot tell the two apart, because it is written back
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/// the moment the old index is discarded -- the stored hash of the data source is what closes that
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/// gap, since it only appears once a run has worked through everything.
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/// </remarks>
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[TestFixture]
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public sealed class ReindexPendingTests
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{
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private const string CURRENT_SIGNATURE = "v1|openai|text-embedding-3-small|512|100";
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[Test]
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public void ADataSourceWhichWasNeverIndexedIsWaiting()
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{
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Assert.That(
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DataSourceEmbeddingService.IsIndexAwaitingRebuild(null, CURRENT_SIGNATURE, null),
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Is.True,
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"Nothing is stored about this data source, so there is nothing to search in it.");
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}
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[Test]
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public void AnotherEmbeddingConfigurationMeansWaiting()
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{
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var indexState = new DataSourceIndexState("openai", "v1|openai|text-embedding-3-large|512|100", "source-hash", 1536);
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Assert.That(
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DataSourceEmbeddingService.IsIndexAwaitingRebuild(indexState, CURRENT_SIGNATURE, DataSourceEmbeddingState.COMPLETED),
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Is.True,
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"The stored vectors belong to another embedding configuration and are discarded by the next run, so they are of no use now either.");
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}
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[Test]
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public void AFinishedIndexIsNotWaiting()
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{
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var indexState = new DataSourceIndexState("openai", CURRENT_SIGNATURE, "source-hash", 1536);
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Assert.That(
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DataSourceEmbeddingService.IsIndexAwaitingRebuild(indexState, CURRENT_SIGNATURE, DataSourceEmbeddingState.COMPLETED),
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Is.False,
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"A run has worked through the whole data source since the index was last discarded.");
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}
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[Test]
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public void CatchingUpWithChangedFilesIsNotWaiting()
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{
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var indexState = new DataSourceIndexState("openai", CURRENT_SIGNATURE, "source-hash", 1536);
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Assert.That(
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DataSourceEmbeddingService.IsIndexAwaitingRebuild(indexState, CURRENT_SIGNATURE, DataSourceEmbeddingState.RUNNING),
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Is.False,
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"An ordinary run leaves the stored hash in place: everything indexed before is still there and still searchable.");
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}
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[Test]
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public void ARebuildInProgressIsWaiting()
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{
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//
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// What a reset leaves behind: the row was written anew with the current signature, and the
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// hash of the data source is empty until a run has been through all of it.
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//
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var indexState = new DataSourceIndexState("openai", CURRENT_SIGNATURE, string.Empty, 0);
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Assert.That(
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DataSourceEmbeddingService.IsIndexAwaitingRebuild(indexState, CURRENT_SIGNATURE, DataSourceEmbeddingState.RUNNING),
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Is.True,
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"The signature matches again, but no run has finished since the vectors were thrown away.");
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}
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[Test]
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public void AFailedRunIsNotWaiting()
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{
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var indexState = new DataSourceIndexState("openai", CURRENT_SIGNATURE, string.Empty, 1536);
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Assert.That(
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DataSourceEmbeddingService.IsIndexAwaitingRebuild(indexState, CURRENT_SIGNATURE, DataSourceEmbeddingState.FAILED),
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Is.False,
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"Whatever the failed run managed to index is searchable, and the embeddings page already names the problem.");
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}
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}
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