/// <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)
{
var options = new DbContextOptionsBuilder()
.UseSqlite("Data Source=local.db")
.Options;
var contextFactory = new DbContextFactory(() => new MLOpsSQLiteDbContext(options));
contextFactory.CreateDbContext().EnsureCreated();
builder.UseMetaDataRepositories(contextFactory);
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)
{
var options = new DbContextOptionsBuilder()
.UseSqlServer(connectionString)
.Options;
var contextFactory = new DbContextFactory(options, RelationalEntityConfigurator.OnModelCreating);
contextFactory.CreateDbContext().EnsureCreated();
builder.UseMetaDataRepositories(contextFactory);
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)
{
var options = new DbContextOptionsBuilder()
.UseSqlite("Data Source=local.db")
.Options;
var contextFactory = new DbContextFactory(options, RelationalEntityConfigurator.OnModelCreating);
contextFactory.CreateDbContext().EnsureCreated();
builder.UseMetaDataRepositories(contextFactory);
return(builder);
}
/// <summary>
/// Enables the usage of CosmosDb as a storage provider for model meta data
/// </summary>
/// <param name="builder">MLOpsBuilder to add Azure Storage providers to</param>
/// <param name="accountEndpoint"></param>
/// <param name="accountKey"></param>
/// <returns>Provided MLOpsBuilder for chaining</returns>
public static MLOpsBuilder UseCosmosDb(this MLOpsBuilder builder, string accountEndpoint, string accountKey)
{
var options = new DbContextOptionsBuilder()
.UseCosmos(accountEndpoint, accountKey, databaseName: "MLOpsNET")
.Options;
var contextFactory = new DbContextFactory(() => new MLOpsCosmosDbContext(options));
contextFactory.CreateDbContext().EnsureCreated();
builder.UseMetaDataRepositories(contextFactory);
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)
{
var options = new DbContextOptionsBuilder()
.UseSqlServer(connectionString)
.Options;
var contextFactory = new DbContextFactory(() => new MLOpsSQLDbContext(options));
contextFactory.CreateDbContext().EnsureCreated();
builder.UseMetaDataRepositories(contextFactory);
return(builder);
}