public static void Register(FileTypeSymbol fileTypeSymbol, IFileTypeAlgorithm algorithm)
{
if (fileTypeSymbol == null)
{
throw AutoInitAttribute.ArgumentNullException(typeof(FileTypeSymbol), nameof(fileTypeSymbol));
}
if (algorithm == null)
{
throw new ArgumentNullException(nameof(algorithm));
}
FileTypes.Add(fileTypeSymbol, algorithm);
}
public static void Start(SchemaBuilder sb, DynamicQueryManager dqm, Func <EmailConfigurationEmbedded> getConfiguration, Func <EmailTemplateEntity, SmtpConfigurationEntity> getSmtpConfiguration, Func <EmailMessageEntity, SmtpClient> getSmtpClient = null, IFileTypeAlgorithm attachment = null)
{
if (sb.NotDefined(MethodInfo.GetCurrentMethod()))
{
if (getSmtpClient == null && getSmtpConfiguration != null)
{
getSmtpClient = message => getSmtpConfiguration(message.Template?.Let(EmailTemplateLogic.EmailTemplatesLazy.Value.GetOrThrow)).GenerateSmtpClient();
}
FilePathEmbeddedLogic.AssertStarted(sb);
CultureInfoLogic.AssertStarted(sb);
EmailLogic.getConfiguration = getConfiguration;
EmailLogic.GetSmtpClient = getSmtpClient ?? throw new ArgumentNullException("getSmtpClient");
EmailTemplateLogic.Start(sb, dqm, getSmtpConfiguration);
if (attachment != null)
{
FileTypeLogic.Register(EmailFileType.Attachment, attachment);
}
Schema.Current.WhenIncluded <ProcessEntity>(() => EmailPackageLogic.Start(sb, dqm));
sb.Include <EmailMessageEntity>()
.WithQuery(dqm, () => e => new
{
Entity = e,
e.Id,
e.State,
e.Subject,
e.Template,
e.Sent,
e.Target,
e.Package,
e.Exception,
});
PermissionAuthLogic.RegisterPermissions(AsyncEmailSenderPermission.ViewAsyncEmailSenderPanel);
SenderManager = new EmailSenderManager();
EmailGraph.Register();
}
}
public static void Start(SchemaBuilder sb, IFileTypeAlgorithm predictorFileAlgorithm)
{
if (sb.NotDefined(MethodInfo.GetCurrentMethod()))
{
sb.Settings.AssertIgnored((PredictorEntity p) => p.MainQuery.Filters.Single().Pinned, "use PredictorLogic", "by calling PredictorLogic.IgnorePinned in Starter.OverrideAttributes");
sb.Settings.AssertIgnored((PredictorSubQueryEntity p) => p.Filters.Single().Pinned, "use PredictorLogic", "by calling PredictorLogic.IgnorePinned in Starter.OverrideAttributes");
sb.Include <PredictorEntity>()
.WithVirtualMList(p => p.SubQueries, mc => mc.Predictor)
.WithQuery(() => e => new
{
Entity = e,
e.Id,
e.Name,
e.MainQuery.Query,
e.Algorithm,
e.State,
e.TrainingException,
});
PredictorGraph.Register();
sb.Include <PredictorSubQueryEntity>()
.WithQuery(() => e => new
{
Entity = e,
e.Id,
e.Name,
e.Query,
e.Predictor
});
sb.Include <PredictorCodificationEntity>()
.WithUniqueIndex(pc => new { pc.Predictor, pc.Index, pc.Usage })
.WithExpressionFrom((PredictorEntity e) => e.Codifications())
.WithQuery(() => e => new
{
Entity = e,
e.Id,
e.Predictor,
e.Index,
e.Usage,
e.OriginalColumnIndex,
e.SubQueryIndex,
e.SplitKey0,
e.SplitKey1,
e.SplitKey2,
e.IsValue,
e.Min,
e.Max,
e.Average,
e.StdDev,
});
sb.Include <PredictorEpochProgressEntity>()
.WithExpressionFrom((PredictorEntity e) => e.EpochProgresses())
.WithQuery(() => e => new
{
Entity = e,
e.Predictor,
e.Id,
e.Epoch,
e.Ellapsed,
e.LossTraining,
e.AccuracyTraining,
e.LossValidation,
e.AccuracyValidation,
});
FileTypeLogic.Register(PredictorFileType.PredictorFile, predictorFileAlgorithm);
SymbolLogic <PredictorAlgorithmSymbol> .Start(sb, () => Algorithms.Keys);
SymbolLogic <PredictorColumnEncodingSymbol> .Start(sb, () => Algorithms.Values.SelectMany(a => a.GetRegisteredEncodingSymbols()).Distinct());
SymbolLogic <PredictorResultSaverSymbol> .Start(sb, () => ResultSavers.Keys);
SymbolLogic <PredictorPublicationSymbol> .Start(sb, () => Publications.Keys);
sb.Schema.EntityEvents <PredictorEntity>().Retrieved += PredictorEntity_Retrieved;
sb.Schema.EntityEvents <PredictorSubQueryEntity>().Retrieved += PredictorMultiColumnEntity_Retrieved;
Validator.PropertyValidator((PredictorColumnEmbedded c) => c.Encoding).StaticPropertyValidation += Column_StaticPropertyValidation;
Validator.PropertyValidator((PredictorSubQueryColumnEmbedded c) => c.Token).StaticPropertyValidation += GroupKey_StaticPropertyValidation;
Validator.PropertyValidator((PredictorSubQueryEntity c) => c.Columns).StaticPropertyValidation += SubQueryColumns_StaticPropertyValidation;
sb.Include <PredictSimpleResultEntity>()
.WithQuery(() => e => new
{
Entity = e,
e.Id,
e.Predictor,
e.Target,
e.Type,
e.OriginalValue,
e.PredictedValue,
e.OriginalCategory,
e.PredictedCategory,
});
RegisterResultSaver(PredictorSimpleResultSaver.StatisticsOnly, new PredictorSimpleSaver {
SaveAllResults = false
});
RegisterResultSaver(PredictorSimpleResultSaver.Full, new PredictorSimpleSaver {
SaveAllResults = true
});
sb.Schema.EntityEvents <PredictorEntity>().PreUnsafeDelete += query =>
{
Database.Query <PredictSimpleResultEntity>().Where(a => query.Contains(a.Predictor.Entity)).UnsafeDelete();
return(null);
};
sb.Schema.WhenIncluded <ProcessEntity>(() =>
{
sb.Schema.Settings.AssertImplementedBy((ProcessEntity p) => p.Data, typeof(PredictorEntity));
sb.Schema.Settings.AssertImplementedBy((ProcessEntity p) => p.Data, typeof(AutoconfigureNeuralNetworkEntity));
ProcessLogic.Register(PredictorProcessAlgorithm.AutoconfigureNeuralNetwork, new AutoconfigureNeuralNetworkAlgorithm());
new Graph <ProcessEntity> .ConstructFrom <PredictorEntity>(PredictorOperation.AutoconfigureNetwork)
{
CanConstruct = p => p.AlgorithmSettings is NeuralNetworkSettingsEntity ? null : ValidationMessage._0ShouldBeOfType1.NiceToString(p.NicePropertyName(_ => _.AlgorithmSettings), typeof(NeuralNetworkSettingsEntity).NiceName()),
Construct = (p, _) =>
{
return(ProcessLogic.Create(PredictorProcessAlgorithm.AutoconfigureNeuralNetwork, new AutoconfigureNeuralNetworkEntity
{
InitialPredictor = p.ToLite()
}));
}
}.Register();
});
}
}
