Index (gridgain-ml 9.1.17-patch1 API)

A B C D E F G I J L M O P R S T U V
All Classes and Interfaces|All Packages

A

AVAILABLE - Enum constant in enum class org.gridgain.internal.ml.storage.ModelSource.ModelSourceStatus: The model is available and ready for use.

B

batchPredict(List) - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Executes a batch prediction using the model asynchronously.
batchPredict(List) - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Executes a batch prediction using the model asynchronously.
batchPredict(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
batchPredict(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
batchPredict(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
batchPredict(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
batchPredictAsync(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
batchPredictAsync(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
batchPredictAsync(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
batchPredictAsync(MlBatchJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
batchPredictAsyncInternal(MlBatchJobParameters, Executor) - Static method in class org.gridgain.internal.ml.compute.PredictionUtils: Executes batch prediction using the provided model and input data asynchronously.

C

checkAndMarkInitialized() - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Atomically checks whether the model handler was already initialized.
checkAndMarkInitialized() - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Atomically checks whether the model handler was already initialized.
close() - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Releases resources associated with the model.
close() - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Releases resources associated with the model.
createModelSource(String, String, String, Map<String, String>) - Method in interface org.gridgain.internal.ml.storage.ModelStorageProvider: Creates a ModelSource object for the given URI with properties asynchronously.
createModelSource(String, String, String, Map<String, String>) - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl: Creates a ModelSource object for the given URI with properties asynchronously.

D

DELETED - Enum constant in enum class org.gridgain.internal.ml.storage.ModelSource.ModelSourceStatus: The model has been marked for deletion.
DjlModelHandler - Class in org.gridgain.internal.ml.handler: Implementation of ModelHandler for DJL models.
DjlModelHandler(Executor) - Constructor for class org.gridgain.internal.ml.handler.DjlModelHandler: Creates a new DJL model handler.
DOWNLOADING - Enum constant in enum class org.gridgain.internal.ml.storage.ModelSource.ModelSourceStatus: The model is in the process of being downloaded.

E

executor() - Method in class org.gridgain.internal.ml.IgniteMlImpl: Returns the executor for ML inference operations.
executor() - Method in class org.gridgain.internal.ml.MlComponent: Returns the executor for ML inference operations.

F

FAILED - Enum constant in enum class org.gridgain.internal.ml.storage.ModelSource.ModelSourceStatus: There was an error accessing or downloading the model.

G

getEngineProperties() - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Gets engine-specific properties.
getEngineProperties() - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Gets engine-specific properties.
getModelId() - Method in interface org.gridgain.internal.ml.storage.ModelSource: Gets the model ID associated with this source.
getModelId() - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl.FileModelSource: Gets the model ID associated with this source.
getModelInfo() - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Gets information about the model being handled.
getModelInfo() - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Gets information about the model being handled.
getModelMetadata() - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Gets metadata about the model.
getModelMetadata() - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Gets metadata about the model.
getOrCreateHandler(MlJobParameters, Executor) - Static method in class org.gridgain.internal.ml.compute.PredictionUtils: Gets or creates an async model handler for the specified job parameters.
getStatus() - Method in interface org.gridgain.internal.ml.storage.ModelSource: Gets the current status of this model source.
getStatus() - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl.FileModelSource: Gets the current status of this model source.
getUri() - Method in interface org.gridgain.internal.ml.storage.ModelSource: Gets the URI for this model source.
getUri() - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl.FileModelSource: Gets the URI for this model source.
getVersion() - Method in interface org.gridgain.internal.ml.storage.ModelSource: Gets the version associated with this source.
getVersion() - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl.FileModelSource: Gets the version associated with this source.

I

IgniteMlImpl - Class in org.gridgain.internal.ml: Implementation of IgniteMl that provides ML inference capabilities for GridGain using direct execution.
IgniteMlImpl(IgniteCompute, IgniteSql, Supplier<Collection<ClusterNode>>, Supplier<Executor>) - Constructor for class org.gridgain.internal.ml.IgniteMlImpl: Package-private constructor for testing with mocks.
initialize(ModelInfo, ModelSource) - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Initializes the model handler with a model source asynchronously.
initialize(ModelInfo, ModelSource) - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Initializes the model handler with a model source asynchronously.
isLocal() - Method in interface org.gridgain.internal.ml.storage.ModelSource: Checks if this model source is already available locally.
isLocal() - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl.FileModelSource: Checks if this model source is already available locally.

J

jobClass() - Static method in class org.gridgain.internal.ml.compute.MlBatchPredictionJob
jobClass() - Static method in class org.gridgain.internal.ml.compute.MlColocatedPredictionJob
jobClass() - Static method in class org.gridgain.internal.ml.compute.MlSimplePredictionJob
jobClass() - Static method in class org.gridgain.internal.ml.compute.MlSqlPredictionJob

L

LicensedIgniteMl - Class in org.gridgain.internal.ml: License wrapper for IgniteMl.
LicensedIgniteMl(IgniteMl, LicenseFeatureChecker) - Constructor for class org.gridgain.internal.ml.LicensedIgniteMl: Creates a new LicensedIgniteMl wrapper.

M

ml - Variable in class org.gridgain.internal.ml.configuration.MlExtensionConfigurationSchema
MlBatchPredictionJob - Class in org.gridgain.internal.ml.compute: Compute job for batch ML predictions using ML_EMBEDDED executor.
MlBatchPredictionJob() - Constructor for class org.gridgain.internal.ml.compute.MlBatchPredictionJob
MlColocatedPredictionJob - Class in org.gridgain.internal.ml.compute: Compute job for simple ML predictions using ML_EMBEDDED executor.
MlColocatedPredictionJob() - Constructor for class org.gridgain.internal.ml.compute.MlColocatedPredictionJob
MlComponent - Class in org.gridgain.internal.ml: Component that manages the ML inference executor lifecycle.
MlComponent(String, MlConfiguration) - Constructor for class org.gridgain.internal.ml.MlComponent: Creates a new ML component.
MlConfigurationModule - Class in org.gridgain.internal.ml.configuration: ConfigurationModule for ML configuration.
MlConfigurationModule() - Constructor for class org.gridgain.internal.ml.configuration.MlConfigurationModule
MlConfigurationSchema - Class in org.gridgain.internal.ml.configuration: Configuration schema for ML inference functionality.
MlConfigurationSchema() - Constructor for class org.gridgain.internal.ml.configuration.MlConfigurationSchema
MlExtensionConfigurationSchema - Class in org.gridgain.internal.ml.configuration: Extension for ML configuration schema.
MlExtensionConfigurationSchema() - Constructor for class org.gridgain.internal.ml.configuration.MlExtensionConfigurationSchema
MlSimplePredictionJob - Class in org.gridgain.internal.ml.compute: Compute job for simple ML predictions using ML_EMBEDDED executor.
MlSimplePredictionJob() - Constructor for class org.gridgain.internal.ml.compute.MlSimplePredictionJob
MlSqlPredictionJob - Class in org.gridgain.internal.ml.compute: Compute job for SQL-based ML predictions using ML_EMBEDDED executor.
MlSqlPredictionJob() - Constructor for class org.gridgain.internal.ml.compute.MlSqlPredictionJob
ModelHandler - Interface in org.gridgain.internal.ml.handler: Interface responsible for low-level interaction with machine learning models.
ModelSource - Interface in org.gridgain.internal.ml.storage: Represents a source from which a model can be loaded.
ModelSource.ModelSourceStatus - Enum Class in org.gridgain.internal.ml.storage: Enum representing the possible statuses of a model source.
ModelStorageProvider - Interface in org.gridgain.internal.ml.storage: Interface for storing and retrieving model artifacts across different storage systems.
ModelStorageProviderImpl - Class in org.gridgain.internal.ml.storage: Simplified implementation of ModelStorageProvider for inference-time model access.
ModelStorageProviderImpl() - Constructor for class org.gridgain.internal.ml.storage.ModelStorageProviderImpl
ModelStorageProviderImpl.FileModelSource - Class in org.gridgain.internal.ml.storage: Implementation of ModelSource for file-based model storage.

O

org.gridgain.internal.ml - package org.gridgain.internal.ml
org.gridgain.internal.ml.compute - package org.gridgain.internal.ml.compute
org.gridgain.internal.ml.configuration - package org.gridgain.internal.ml.configuration
org.gridgain.internal.ml.handler - package org.gridgain.internal.ml.handler
org.gridgain.internal.ml.storage - package org.gridgain.internal.ml.storage

P

predict(I) - Method in class org.gridgain.internal.ml.handler.DjlModelHandler: Executes a prediction using the model asynchronously.
predict(I) - Method in interface org.gridgain.internal.ml.handler.ModelHandler: Executes a prediction using the model asynchronously.
predict(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
predict(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
predict(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
predict(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
predictAsync(JobExecutionContext, MlSqlJobParameters) - Method in class org.gridgain.internal.ml.compute.MlSqlPredictionJob
predictAsync(JobExecutionContext, I) - Method in class org.gridgain.internal.ml.compute.MlBatchPredictionJob
predictAsync(JobExecutionContext, I) - Method in class org.gridgain.internal.ml.compute.MlColocatedPredictionJob
predictAsync(JobExecutionContext, I) - Method in class org.gridgain.internal.ml.compute.MlSimplePredictionJob
predictAsync(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
predictAsync(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
predictAsync(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
predictAsync(MlSimpleJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
predictAsyncInternal(MlSimpleJobParameters, Executor) - Static method in class org.gridgain.internal.ml.compute.PredictionUtils: Executes prediction using the provided model and input data asynchronously.
predictColocated(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
predictColocated(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
predictColocated(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
predictColocated(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
predictColocatedAsync(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
predictColocatedAsync(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
predictColocatedAsync(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
predictColocatedAsync(MlColocatedJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
predictFromSql(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
predictFromSql(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
predictFromSql(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
predictFromSql(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
predictFromSqlAsync(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.IgniteMlImpl
predictFromSqlAsync(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
predictFromSqlAsync(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
predictFromSqlAsync(MlSqlJobParameters) - Method in class org.gridgain.internal.ml.SecuredIgniteMl
predictFromSqlAsyncInternal(IgniteSql, MlSqlJobParameters, Executor) - Static method in class org.gridgain.internal.ml.compute.PredictionUtils: Executes SQL-based prediction by running the query and performing inference on results asynchronously.
PredictionUtils - Class in org.gridgain.internal.ml.compute: Base Compute job for ML predictions.
PredictionUtils() - Constructor for class org.gridgain.internal.ml.compute.PredictionUtils
PublicApiThreadingIgniteMl - Class in org.gridgain.internal.ml: Public API threading wrapper for IgniteMl.
PublicApiThreadingIgniteMl(IgniteMl, Executor) - Constructor for class org.gridgain.internal.ml.PublicApiThreadingIgniteMl: Creates a new PublicApiThreadingIgniteMl wrapper with async support.

R

REGISTERED - Enum constant in enum class org.gridgain.internal.ml.storage.ModelSource.ModelSourceStatus: The model has been registered but not yet downloaded or validated.
resolveToLocalPath() - Method in interface org.gridgain.internal.ml.storage.ModelSource: Resolves this model source to a local path asynchronously.
resolveToLocalPath() - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl.FileModelSource: Resolves this model source to a local path asynchronously.
resultMarshaller() - Method in class org.gridgain.internal.ml.compute.MlBatchPredictionJob
resultMarshaller() - Method in class org.gridgain.internal.ml.compute.MlColocatedPredictionJob
resultMarshaller() - Method in class org.gridgain.internal.ml.compute.MlSimplePredictionJob
resultMarshaller() - Method in class org.gridgain.internal.ml.compute.MlSqlPredictionJob

S

schemaExtensions() - Method in class org.gridgain.internal.ml.configuration.MlConfigurationModule
SecuredIgniteMl - Class in org.gridgain.internal.ml: Ignite ML facade that sets the security context provided in the constructor to the delegated methods.
SecuredIgniteMl(IgniteMl, SecurityContext) - Constructor for class org.gridgain.internal.ml.SecuredIgniteMl: Creates a new SecuredIgniteMl wrapper.
setStatus(ModelSource.ModelSourceStatus) - Method in interface org.gridgain.internal.ml.storage.ModelSource: Sets the status of this model source.
setStatus(ModelSource.ModelSourceStatus) - Method in class org.gridgain.internal.ml.storage.ModelStorageProviderImpl.FileModelSource: Sets the status of this model source.
startAsync(ComponentContext) - Method in class org.gridgain.internal.ml.MlComponent
stopAsync(ComponentContext) - Method in class org.gridgain.internal.ml.MlComponent

T

threadPoolSize - Variable in class org.gridgain.internal.ml.configuration.MlConfigurationSchema: Thread pool size for ML inference operations.
type() - Method in class org.gridgain.internal.ml.configuration.MlConfigurationModule

U

unwrap(Class<T>) - Method in class org.gridgain.internal.ml.LicensedIgniteMl
unwrap(Class<T>) - Method in class org.gridgain.internal.ml.PublicApiThreadingIgniteMl
unwrap(Class<T>) - Method in class org.gridgain.internal.ml.SecuredIgniteMl

V

validators() - Method in class org.gridgain.internal.ml.configuration.MlConfigurationModule
valueOf(String) - Static method in enum class org.gridgain.internal.ml.storage.ModelSource.ModelSourceStatus: Returns the enum constant of this class with the specified name.
values() - Static method in enum class org.gridgain.internal.ml.storage.ModelSource.ModelSourceStatus: Returns an array containing the constants of this enum class, in the order they are declared.

A B C D E F G I J L M O P R S T U V
All Classes and Interfaces|All Packages