water.api

Class GLM

java.lang.Object

water.Iced

water.api.Constants

water.api.RequestStatics

water.api.RequestArguments

water.api.RequestQueries

water.api.RequestBuilders

water.api.Request

water.api.GLM

All Implemented Interfaces:

java.lang.Cloneable, Freezable

public class GLM
extends Request

Nested Class Summary

Nested classes/interfaces inherited from class water.api.Request

Request.API, Request.Default, Request.Filter, Request.Validator<V>

Nested classes/interfaces inherited from class water.api.RequestBuilders

RequestBuilders.ArrayBuilder, RequestBuilders.ArrayHeaderRowBuilder, RequestBuilders.ArrayRowBuilder, RequestBuilders.ArrayRowElementBuilder, RequestBuilders.ArrayRowSingleColBuilder, RequestBuilders.BooleanStringBuilder, RequestBuilders.Builder, RequestBuilders.ElementBuilder, RequestBuilders.HideBuilder, RequestBuilders.KeyCellBuilder, RequestBuilders.KeyElementBuilder, RequestBuilders.KeyLinkElementBuilder, RequestBuilders.KeyMinAvgMaxBuilder, RequestBuilders.NoCaptionObjectBuilder, RequestBuilders.ObjectBuilder, RequestBuilders.PaginatedTable, RequestBuilders.PreFormattedBuilder, RequestBuilders.Response, RequestBuilders.ResponseInfo, RequestBuilders.WarningCellBuilder

Nested classes/interfaces inherited from class water.api.RequestArguments

RequestArguments.Argument<T>, RequestArguments.Bool, RequestArguments.CaseModeSelect, RequestArguments.CaseSelect, RequestArguments.ClassifyBool, RequestArguments.DRFCopyDataBool, RequestArguments.EnumArgument<T extends java.lang.Enum<T>>, RequestArguments.ExistingFile, RequestArguments.FrameClassVec, RequestArguments.FrameKeyMultiVec, RequestArguments.FrameKeyVec, RequestArguments.GeneralFile, RequestArguments.H2OCategoryStrata, RequestArguments.H2OCategoryWeights, RequestArguments.H2OExistingKey, RequestArguments.H2OGLMModelKey, RequestArguments.H2OHexKey, RequestArguments.H2OHexKeyCol, RequestArguments.H2OIllegalArgumentException, RequestArguments.H2OKey, RequestArguments.H2OKey2, RequestArguments.H2OKMeansModelKey, RequestArguments.H2OModelKey<TM extends OldModel,TK extends TypeaheadKeysRequest>, RequestArguments.HexAllColumnSelect, RequestArguments.HexColumnSelect, RequestArguments.HexKeyClassCol, RequestArguments.HexNonClassColumnSelect, RequestArguments.HexNonConstantColumnSelect, RequestArguments.HexPCAColumnSelect, RequestArguments.InputCheckBox, RequestArguments.InputSelect<T>, RequestArguments.InputText<T>, RequestArguments.Int, RequestArguments.LongInt, RequestArguments.MultipleSelect<T>, RequestArguments.MultipleText<T>, RequestArguments.NTree, RequestArguments.NumberSequence, RequestArguments.NumberSequenceFloat, RequestArguments.Real, RequestArguments.Record<T>, RequestArguments.RFModelKey, RequestArguments.RSeq, RequestArguments.RSeqFloat, RequestArguments.Str, RequestArguments.StringList, RequestArguments.TypeaheadInputText<T>

Nested classes/interfaces inherited from class water.api.RequestStatics

RequestStatics.RequestType

Nested classes/interfaces inherited from class water.api.Constants

Constants.Extensions, Constants.Schemes, Constants.Suffixes

Field Summary

Fields

Modifier and Type	Field and Description
protected RequestArguments.Real	_alpha
protected RequestArguments.Real	_betaEps
protected RequestArguments.CaseSelect	_case
protected RequestArguments.CaseModeSelect	_caseMode
protected RequestArguments.H2OKey	_dest
protected RequestArguments.Bool	_expertSettings
protected RequestArguments.EnumArgument<DGLM.Family>	_family
protected RequestArguments.H2OHexKey	_key
protected RequestArguments.Real	_lambda
protected water.api.RequestArguments.LinkArg	_link
protected RequestArguments.EnumArgument<DLSM.LSMSolverType>	_lsmSolver
protected RequestArguments.Int	_maxIter
protected RequestArguments.H2OGLMModelKey	_modelKey
protected RequestArguments.Real	_prior
protected RequestArguments.Bool	_standardize
protected RequestArguments.RSeq	_thresholds
protected RequestArguments.Real	_tweediePower
protected RequestArguments.HexColumnSelect	_x
protected RequestArguments.Int	_xval
protected RequestArguments.H2OHexKeyCol	_y

Fields inherited from class water.api.Request

_requestHelp, SUPPORTS_ONLY_V1, SUPPORTS_ONLY_V2, SUPPORTS_V1_V2

Fields inherited from class water.api.RequestBuilders

ARRAY_BUILDER, ARRAY_HEADER_ROW_BUILDER, ARRAY_ROW_BUILDER, ARRAY_ROW_ELEMENT_BUILDER, ARRAY_ROW_SINGLECOL_BUILDER, ELEMENT_BUILDER, GSON_BUILDER, OBJECT_BUILDER, ROOT_OBJECT

Fields inherited from class water.api.RequestQueries

_queryHtml

Fields inherited from class water.api.RequestArguments

_arguments

Fields inherited from class water.api.Constants

ALPHA, ARGUMENTS, AUC, BASE, BEST_THRESHOLD, BETA_EPS, BIN_LIMIT, BROWSE, BUCKET, BUILT_IN_KEY_JOBS, CANCELLED, CARDINALITY, CASE, CASE_MODE, CHUNK, CLASS, CLOUD_HEALTH, CLOUD_NAME, CLOUD_SIZE, CLOUD_UPTIME_MILLIS, CLUSTERS, COEFFICIENTS, COL_INDEX, COLS, COLUMN_NAME, COLUMNS_DISPLAY, CONSENSUS, CONTENTS, COUNT, DATA_KEY, DEPTH, DESCRIPTION, DEST_KEY, DTHRESHOLDS, ELAPSED, END_TIME, ENUM_DOMAIN_SIZE, ERROR, ESCAPE_NAN, EXCLUSIVE_SPLIT_LIMIT, EXPRESSION, FAILED, FAMILY, FEATURES, FILE, FILES, FILTER, FIRST_CHUNK, FJ_QUEUE_HI, FJ_QUEUE_LO, FJ_THREADS_HI, FJ_THREADS_LO, FREE_DISK, FREE_MEM, HEADER, HEIGHT, HELP, IGNORE, ITEMS, ITERATIVE_CM, JOB, JOB_KEY, JOBS, JSON_H2O, KEY, KEYS, LAMBDA, LAST_CONTACT, LIMIT, LINK, LOCKED, MAX, MAX_DISK, MAX_ITER, MAX_MEM, MAX_ROWS, MEAN, MIN, MODEL_KEY, MODELS, MORE, MTRY, MTRY_NODES, NAME, NEG_X, NO_CM, NODE, NODE_HEALTH, NODE_NAME, NODES, NORMALIZE, NUM_COLS, NUM_CPUS, NUM_FAILED, NUM_KEYS, NUM_MISSING_VALUES, NUM_ROWS, NUM_SUCCEEDED, NUM_TREES, OBJECT, OFFSET, OOBEE, PARALLEL, PARSER_TYPE, PATH, PREVIEW, PREVIOUS_MODEL_KEY, PRIOR, PROGRESS, PROGRESS_KEY, PROGRESS_TOTAL, REDIRECT, REDIRECT_ARGS, REPLICATION_FACTOR, REQUEST_TIME, RESPONSE, RHO, ROW, ROW_SIZE, ROWS, RPCS, SAMPLE, SAMPLING_STRATEGY, SCALE, SEED, SENT_ROWS, SEPARATOR, SIZE, SOURCE_KEY, STACK_TRACES, START_TIME, STAT_TYPE, STATUS, STEP, STRATA_SAMPLES, SUCCEEDED, SYSTEM_LOAD, TASK_KEY, TCPS_ACTIVE, TCPS_DUTY, TIME, TO_ENUM, TOT_MEM, TREE_COUNT, TREE_DEPTH, TREE_LEAVES, TREE_NUM, TREES, TWEEDIE_POWER, TYPE, URL, USE_NON_LOCAL_DATA, VALUE, VALUE_SIZE, VALUE_TYPE, VARIANCE, VERSION, VIEW, WARNINGS, WEIGHT, WEIGHTS, WIDTH, X, XVAL, Y

Constructor Summary

Constructors

Constructor and Description
GLM()

Method Summary

Methods

Modifier and Type	Method and Description
static java.lang.String	link(Key k, DGLM.GLMModel m, java.lang.String content)
static java.lang.String	link(Key k, java.lang.String content)
protected void	queryArgumentValueSet(RequestArguments.Argument arg, java.util.Properties inputArgs) Overwrite this method to be able to change / disable values of other arguments on certain argument changes.
protected RequestBuilders.Response	serve() Implements UI call.

Methods inherited from class water.api.Request

addToNavbar, addToNavbar, addToNavbar, create, DocExampleFail, DocExampleSucc, href, href, hrefType, HTMLHelp, htmlTemplate, initializeNavBar, log, mapTypeahead, registered, ReSTHelp, serve, serveGrid, serveJava, serveResponse, supportedVersions, toDocGET, toHTML, toJava, wrap, wrap, wrap, writeJSONFields

Methods inherited from class water.api.RequestBuilders

build, buildJSONResponseBox, buildResponseHeader, name

Methods inherited from class water.api.RequestQueries

buildQuery, checkArguments

Methods inherited from class water.api.RequestArguments

arguments, argumentsToJson, frameColumnNameToIndex, vaCategoryNames, vaCategoryNames, vaColumnNameToIndex

Methods inherited from class water.api.RequestStatics

checkJsonName, encodeRedirectArgs, JSON2HTML, jsonError, requestName, Str2JSON

Methods inherited from class water.Iced

clone, frozenType, init, newInstance, read, toDocField, write, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_dest

protected final RequestArguments.H2OKey _dest

_key

protected final RequestArguments.H2OHexKey _key

_y

protected final RequestArguments.H2OHexKeyCol _y

_x

protected final RequestArguments.HexColumnSelect _x

_modelKey

protected final RequestArguments.H2OGLMModelKey _modelKey

_family

protected final RequestArguments.EnumArgument<DGLM.Family> _family

_link

protected final water.api.RequestArguments.LinkArg _link

_lambda

protected final RequestArguments.Real _lambda

_alpha

protected final RequestArguments.Real _alpha

_prior

protected final RequestArguments.Real _prior

_tweediePower

protected final RequestArguments.Real _tweediePower

_caseMode

protected final RequestArguments.CaseModeSelect _caseMode

_case

protected final RequestArguments.CaseSelect _case

_xval

protected final RequestArguments.Int _xval

_expertSettings

protected final RequestArguments.Bool _expertSettings

_standardize

protected final RequestArguments.Bool _standardize

_thresholds

protected final RequestArguments.RSeq _thresholds

_lsmSolver

protected final RequestArguments.EnumArgument<DLSM.LSMSolverType> _lsmSolver

_betaEps

protected final RequestArguments.Real _betaEps

_maxIter

protected final RequestArguments.Int _maxIter

Constructor Detail

GLM

public GLM()

Method Detail

link

public static java.lang.String link(Key k,
                    java.lang.String content)

link

public static java.lang.String link(Key k,
                    DGLM.GLMModel m,
                    java.lang.String content)

queryArgumentValueSet

protected void queryArgumentValueSet(RequestArguments.Argument arg,
                         java.util.Properties inputArgs)

Description copied from class: RequestQueries

Overwrite this method to be able to change / disable values of other arguments on certain argument changes. This is done for both query checking and request checking.

Overrides:

queryArgumentValueSet in class RequestQueries

serve

protected RequestBuilders.Response serve()

Description copied from class: Request

Implements UI call.

This should be call only from UI layer - i.e., RequestServer.

Specified by:

serve in class Request

See Also:

RequestServer