gcp_bigquery_model

Google Cloud Platform BigQuery Model

Name	Type	Nullable
creationTime	Long	✓
description	String	✓
encryptionConfiguration	EncryptionConfiguration	✓
expirationTime	Long	✓
featureColumnList	List	✓
friendlyName	String	✓
labelColumnList	List	✓
labels	Map<String,String>	✓
lastModifiedTime	Long	✓
location	String	✓
modelId	ModelId	✗
modelType	String	✓
project	String	✗
trainingRunList	List	✓

EncryptionConfiguration

Name	Type	Nullable
kmsKeyName	String	✓

GCPResource

Name	Type	Nullable
groupKey	String	✗

ModelId

Name	Type	Nullable
dataset	String	✗
model	String	✗
project	String	✗

StandardSQLField

Name	Type	Nullable
dataType	JSON	✓
name	String	✓

TrainingRun

Name	Type	Nullable
dataSplitResult	TrainingRun.DataSplitResult	✓
evaluationMetrics	JSON	✓
results	List<TrainingRun.IterationResult>	✓
startTime	String	✓
trainingOptions	TrainingRun.TrainingOptions	✓

TrainingRun.DataSplitResult

Name	Type	Nullable
evaluationTable	TrainingRun.DataSplitResult.TableReference	✓
trainingTable	TrainingRun.DataSplitResult.TableReference	✓

TrainingRun.DataSplitResult.TableReference

Name	Type	Nullable
datasetId	String	✓
projectId	String	✓
tableId	String	✓

TrainingRun.IterationResult

Name	Type	Nullable
durationMs	Long	✓
evalLoss	Double	✓
index	Int	✓
learnRate	Double	✓
trainingLoss	Double	✓

TrainingRun.TrainingOptions

Name	Type	Nullable
adjustStepChanges	Boolean	✓
autoArima	Boolean	✓
autoArimaMaxOrder	Long	✓
batchSize	Long	✓
boosterType	String	✓
cleanSpikesAndDips	Boolean	✓
colsampleBylevel	Double	✓
colsampleBynode	Double	✓
colsampleBytree	Double	✓
dartNormalizeType	String	✓
dataFrequency	String	✓
dataSplitColumn	String	✓
dataSplitEvalFraction	Double	✓
dataSplitMethod	String	✓
decomposeTimeSeries	Boolean	✓
distanceType	String	✓
dropout	Double	✓
earlyStop	Boolean	✓
feedbackType	String	✓
hiddenUnits	List	✓
holidayRegion	String	✓
horizon	Long	✓
includeDrift	Boolean	✓
initialLearnRate	Double	✓
inputLabelColumns	List	✓
itemColumn	String	✓
kmeansInitializationColumn	String	✓
kmeansInitializationMethod	String	✓
l1Regularization	Double	✓
l2Regularization	Double	✓
labelClassWeights	Map<String,Double>	✓
learnRate	Double	✓
learnRateStrategy	String	✓
lossType	String	✓
maxIterations	Long	✓
maxTreeDepth	Long	✓
minRelativeProgress	Double	✓
minSplitLoss	Double	✓
minTreeChildWeight	Long	✓
modelUri	String	✓
numClusters	Long	✓
numFactors	Long	✓
numParallelTree	Long	✓
optimizationStrategy	String	✓
preserveInputStructs	Boolean	✓
subsample	Double	✓
timeSeriesDataColumn	String	✓
timeSeriesIdColumn	String	✓
timeSeriesIdColumns	List	✓
timeSeriesTimestampColumn	String	✓
treeMethod	String	✓
userColumn	String	✓
walsAlpha	Double	✓
warmStart	Boolean	✓