A C D E G H I L M N P R S T U V W

A

addDatasetModule(String, Class<? extends DatasetModule>) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

addDatasetType(Class<? extends Dataset>) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

addModel(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

addProperties(MetadataEntity, Map<String, String>) - Method in class io.cdap.mmds.manager.WranglerContext

addSplit(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

addTags(MetadataEntity, String...) - Method in class io.cdap.mmds.manager.WranglerContext

addTags(MetadataEntity, Iterable<String>) - Method in class io.cdap.mmds.manager.WranglerContext

AlgorithmSpec - Class in io.cdap.mmds.manager

Describes an algorithm.

AlgorithmSpec(Algorithm, List<ParamSpec>) - Constructor for class io.cdap.mmds.manager.AlgorithmSpec

C

call(Row) - Method in class io.cdap.mmds.manager.WranglerFunction

close() - Method in class io.cdap.mmds.manager.DataSplitStatsGenerator

Conf() - Constructor for class io.cdap.mmds.manager.ModelPrepApp.Conf

Conf(String, String, String, String) - Constructor for class io.cdap.mmds.manager.ModelPrepApp.Conf

configure() - Method in class io.cdap.mmds.manager.ModelManagerService

configure() - Method in class io.cdap.mmds.manager.ModelPrepApp

create(Gson, TypeToken<T>) - Method in class io.cdap.mmds.manager.EnumStringTypeAdapterFactory

createDataset(String, String, DatasetProperties) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

createDataset(String, String) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

createDataset(String, Class<? extends Dataset>, DatasetProperties) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

createDataset(String, Class<? extends Dataset>) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

createModelSplit(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

D

DataSplitStatsGenerator - Class in io.cdap.mmds.manager

Splits data.

DataSplitStatsGenerator(SparkSession, DatasetSplitter, SparkHttpServicePluginContext, ServiceDiscoverer) - Constructor for class io.cdap.mmds.manager.DataSplitStatsGenerator

deleteExperiment(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

deleteModel(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

deleteSplit(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

deployModel(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

destroy() - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

E

EnumStringTypeAdapterFactory - Class in io.cdap.mmds.manager

Serializes/deserializes enums using the value of the toString method instead of the name method.

EnumStringTypeAdapterFactory() - Constructor for class io.cdap.mmds.manager.EnumStringTypeAdapterFactory

G

getAlgorithm(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

getArguments() - Method in class io.cdap.mmds.manager.WranglerContext

getEngine() - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

getExperiment(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

getExperimentMetaDataset() - Method in class io.cdap.mmds.manager.ModelPrepApp.Conf

getId() - Method in class io.cdap.mmds.manager.Id

getInputSchema() - Method in class io.cdap.mmds.manager.WranglerContext

getInputSchemas() - Method in class io.cdap.mmds.manager.WranglerContext

getLogicalStartTime() - Method in class io.cdap.mmds.manager.WranglerContext

getMetadata(MetadataEntity) - Method in class io.cdap.mmds.manager.WranglerContext

getMetadata(MetadataScope, MetadataEntity) - Method in class io.cdap.mmds.manager.WranglerContext

getMetrics() - Method in class io.cdap.mmds.manager.WranglerContext

getModel(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

getModelComponentDataset() - Method in class io.cdap.mmds.manager.ModelPrepApp.Conf

getModelMetaDataset() - Method in class io.cdap.mmds.manager.ModelPrepApp.Conf

getModelStatus(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

getNamespace() - Method in class io.cdap.mmds.manager.WranglerContext

getOutputPortSchemas() - Method in class io.cdap.mmds.manager.WranglerContext

getOutputSchema() - Method in class io.cdap.mmds.manager.WranglerContext

getPipelineName() - Method in class io.cdap.mmds.manager.WranglerContext

getPluginProperties() - Method in class io.cdap.mmds.manager.WranglerContext

getPluginProperties(String) - Method in class io.cdap.mmds.manager.WranglerContext

getServiceURL(String, String) - Method in class io.cdap.mmds.manager.WranglerContext

getServiceURL(String) - Method in class io.cdap.mmds.manager.WranglerContext

getSplit(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

getSplitsDataset() - Method in class io.cdap.mmds.manager.ModelPrepApp.Conf

getSplitStatus(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

getSplitter(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

getStageConfigurer() - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

getStageName() - Method in class io.cdap.mmds.manager.WranglerContext

H

healthCheck(HttpServiceRequest, HttpServiceResponder) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

I

Id - Class in io.cdap.mmds.manager

Holds an id

Id(String) - Constructor for class io.cdap.mmds.manager.Id

initialize(SparkHttpServiceContext) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

io.cdap.mmds.manager - package io.cdap.mmds.manager

L

listAlgorithms(HttpServiceRequest, HttpServiceResponder) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

listExperiments(HttpServiceRequest, HttpServiceResponder, int, int, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

Get List of Experiments.

listModels(HttpServiceRequest, HttpServiceResponder, String, int, int, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

listSplits(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

listSplitters(HttpServiceRequest, HttpServiceResponder) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

loadPluginClass(String) - Method in class io.cdap.mmds.manager.WranglerContext

M

ModelManagerService - Class in io.cdap.mmds.manager

Manages machine learning experiments and models

ModelManagerService() - Constructor for class io.cdap.mmds.manager.ModelManagerService

ModelManagerServiceHandler - Class in io.cdap.mmds.manager

Model Service handler

ModelManagerServiceHandler() - Constructor for class io.cdap.mmds.manager.ModelManagerServiceHandler

ModelPrepApp - Class in io.cdap.mmds.manager

Manage all the experiments and models.

ModelPrepApp() - Constructor for class io.cdap.mmds.manager.ModelPrepApp

ModelPrepApp.Conf - Class in io.cdap.mmds.manager

Conf that allows overriding default dataset names.

N

NAME - Static variable in class io.cdap.mmds.manager.ModelManagerService

newPluginInstance(String) - Method in class io.cdap.mmds.manager.WranglerContext

P

provide(String, Map<String, String>) - Method in class io.cdap.mmds.manager.WranglerContext

putExperiment(HttpServiceRequest, HttpServiceResponder, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

R

record(List<FieldOperation>) - Method in class io.cdap.mmds.manager.WranglerContext

removeMetadata(MetadataEntity) - Method in class io.cdap.mmds.manager.WranglerContext

removeProperties(MetadataEntity) - Method in class io.cdap.mmds.manager.WranglerContext

removeProperties(MetadataEntity, String...) - Method in class io.cdap.mmds.manager.WranglerContext

removeTags(MetadataEntity) - Method in class io.cdap.mmds.manager.WranglerContext

removeTags(MetadataEntity, String...) - Method in class io.cdap.mmds.manager.WranglerContext

run(JavaSparkExecutionContext) - Method in class io.cdap.mmds.manager.ModelManagerService

S

setModelDirectives(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

setPipelineProperties(Map<String, String>) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

split(DataSplitInfo) - Method in class io.cdap.mmds.manager.DataSplitStatsGenerator

T

trainModel(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

U

unassignModelSplit(HttpServiceRequest, HttpServiceResponder, String, String) - Method in class io.cdap.mmds.manager.ModelManagerServiceHandler

usePlugin(String, String, String, PluginProperties, PluginSelector) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

usePluginClass(String, String, String, PluginProperties, PluginSelector) - Method in class io.cdap.mmds.manager.WranglerPipelineConfigurer

V

validate() - Method in class io.cdap.mmds.manager.Id

W

WranglerContext - Class in io.cdap.mmds.manager

Implements TransformContext required by the WranglerTransform.

WranglerContext(PluginContext, ServiceDiscoverer) - Constructor for class io.cdap.mmds.manager.WranglerContext

WranglerFunction - Class in io.cdap.mmds.manager

Transforms rows using wrangler.

WranglerFunction(Schema, PluginContext, ServiceDiscoverer) - Constructor for class io.cdap.mmds.manager.WranglerFunction

WranglerPipelineConfigurer - Class in io.cdap.mmds.manager

Implements configurer for WranglerTransform.

WranglerPipelineConfigurer(PluginConfigurer) - Constructor for class io.cdap.mmds.manager.WranglerPipelineConfigurer

A C D E G H I L M N P R S T U V W