/// <summary>
/// Enables the usage of SQLite and local storage
/// </summary>
/// <param name="builder">MLOpsBuilder to add Azure Storage providers to</param>
/// <param name="destinationFolder">Destination folder, default location is .mlops under the current user</param>
/// <returns>Provided MLOpsBuilder for chaining</returns>
public static MLOpsBuilder UseSQLite(this MLOpsBuilder builder, string destinationFolder = null)
{
builder.UseMetaDataStore(new SQLiteMetaDataStore());
builder.UseModelRepository(new LocalFileModelRepository(new FileSystem(), destinationFolder));
return(builder);
}
/// <summary>
/// Enables the usage of Azure Blobstorage and TableStorage as a storage provider
/// </summary>
/// <param name="builder">MLOpsBuilder to add Azure Storage providers to</param>
/// <param name="connectionString">The connection string for the azure storage account</param>
/// <returns>Provided MLOpsBuilder for chaining</returns>
public static MLOpsBuilder UseAzureStorage(this MLOpsBuilder builder, string connectionString)
{
builder.UseMetaDataStore(new StorageAccountMetaDataStore(connectionString));
builder.UseModelRepository(new StorageAccountModelRepository(connectionString));
return(builder);
}
/// <summary>
/// Enables the usage of SQLite
/// </summary>
/// <param name="builder">MLOpsBuilder for using SQLite</param>
/// <returns>Provided MLOpsBuilder for chaining</returns>
public static MLOpsBuilder UseSQLite(this MLOpsBuilder builder)
{
builder.UseMetaDataStore(new SQLiteMetaDataStore());
return(builder);
}
/// <summary>
/// Enables the usage of SQL Server
/// </summary>
/// <param name="builder">MLOpsBuilder for using SQL Server</param>
/// <param name="connectionString"></param>
/// <returns>Provided MLOpsBuilder for chaining</returns>
public static MLOpsBuilder UseSQLServer(this MLOpsBuilder builder, string connectionString)
{
builder.UseMetaDataStore(new SQLServerMetaDataStore(new DbContextFactory(connectionString)));
return(builder);
}