Add LoadFromDatabase convenience methods (#4182)#7666
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Add LoadFromDatabase<TInput> extension methods on DataOperationsCatalog that combine CreateDatabaseLoader<TInput>() and Load(DatabaseSource) into a single call, mirroring the existing LoadFromTextFile<TInput> sugar.
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This was referenced Jul 24, 2026
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Adds LoadFromDatabase extension methods on DataOperationsCatalog, mirroring the existing LoadFromTextFile convenience API. This collapses the current three-step database-loading pattern into a single call.
Before:
var loader = mlContext.Data.CreateDatabaseLoader();
var source = new DatabaseSource(SqlClientFactory.Instance, connString, "SELECT * FROM Iris");
var data = loader.Load(source);
After:
var data = mlContext.Data.LoadFromDatabase(SqlClientFactory.Instance, connString, "SELECT * FROM Iris");
LoadFromDatabase(DatabaseSource source)
LoadFromDatabase(DbProviderFactory providerFactory, string connectionString, string commandText)
LoadFromDatabase(DbProviderFactory providerFactory, string connectionString, string commandText, int commandTimeoutInSeconds)
Why this approach
I followed the established LoadFromTextFile pattern in TextLoaderSaverCatalog so the new API stays consistent with the rest of the catalog. The methods simply compose the existing CreateDatabaseLoader() and Load(DatabaseSource) no new loading logic and argument validation is delegated to the existing DatabaseSource constructor.
Tests
Added IrisVectorLightGbmUsingLoadFromDatabase to DatabaseLoaderTests.cs, exercising the new API end-to-end through a LightGBM training pipeline.