Copyright	(c) Soostone Inc 2020
License	AllRightsReserved
Stability	experimental
Portability	POSIX
Safe Haskell	None
Language	Haskell2010

Napkin.Types.Commands.BigQuery

Description

Documentation

data Model #

data Replacement #

Constructors

Replacement_CreateOnly
Replacement_CreateIfMissing
Replacement_CreateOrReplace

Instances

Instances details

Eq Replacement #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods (==) :: Replacement -> Replacement -> Bool # (/=) :: Replacement -> Replacement -> Bool #
Ord Replacement #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods compare :: Replacement -> Replacement -> Ordering # (<) :: Replacement -> Replacement -> Bool # (<=) :: Replacement -> Replacement -> Bool # (>) :: Replacement -> Replacement -> Bool # (>=) :: Replacement -> Replacement -> Bool # max :: Replacement -> Replacement -> Replacement # min :: Replacement -> Replacement -> Replacement #
Show Replacement #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods showsPrec :: Int -> Replacement -> ShowS # show :: Replacement -> String # showList :: [Replacement] -> ShowS #
RenderSql Replacement BigQuery #
Instance details Defined in Napkin.Render.BigQuery Methods renderSql :: BigQuery -> Replacement -> Doc #

data ModelType #

Constructors

ModelType_LinearRegression
ModelType_LogisticRegression

Instances

Instances details

Eq ModelType #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods (==) :: ModelType -> ModelType -> Bool # (/=) :: ModelType -> ModelType -> Bool #
Ord ModelType #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods compare :: ModelType -> ModelType -> Ordering # (<) :: ModelType -> ModelType -> Bool # (<=) :: ModelType -> ModelType -> Bool # (>) :: ModelType -> ModelType -> Bool # (>=) :: ModelType -> ModelType -> Bool # max :: ModelType -> ModelType -> ModelType # min :: ModelType -> ModelType -> ModelType #
Show ModelType #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods showsPrec :: Int -> ModelType -> ShowS # show :: ModelType -> String # showList :: [ModelType] -> ShowS #
RenderSql ModelType BigQuery #
Instance details Defined in Napkin.Render.BigQuery Methods renderSql :: BigQuery -> ModelType -> Doc #

data SplitMethod #

Constructors

SplitMethod_Auto
SplitMethod_Random
SplitMethod_Custom String
SplitMethod_Seq String
SplitMethod_NoSplit

Instances

Instances details

Eq SplitMethod #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods (==) :: SplitMethod -> SplitMethod -> Bool # (/=) :: SplitMethod -> SplitMethod -> Bool #
Ord SplitMethod #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods compare :: SplitMethod -> SplitMethod -> Ordering # (<) :: SplitMethod -> SplitMethod -> Bool # (<=) :: SplitMethod -> SplitMethod -> Bool # (>) :: SplitMethod -> SplitMethod -> Bool # (>=) :: SplitMethod -> SplitMethod -> Bool # max :: SplitMethod -> SplitMethod -> SplitMethod # min :: SplitMethod -> SplitMethod -> SplitMethod #
Show SplitMethod #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods showsPrec :: Int -> SplitMethod -> ShowS # show :: SplitMethod -> String # showList :: [SplitMethod] -> ShowS #

data ModelOptions #

Constructors

ModelOptions
Fields _modelOptions_modelType :: ModelType _modelOptions_l1reg :: Maybe Double _modelOptions_l2reg :: Maybe Double _modelOptions_maxIterations :: Maybe Int _modelOptions_splitMethod :: Maybe SplitMethod _modelOptions_splitEvalFraction :: Maybe Double

Instances

Instances details

Eq ModelOptions #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods (==) :: ModelOptions -> ModelOptions -> Bool # (/=) :: ModelOptions -> ModelOptions -> Bool #
Ord ModelOptions #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods compare :: ModelOptions -> ModelOptions -> Ordering # (<) :: ModelOptions -> ModelOptions -> Bool # (<=) :: ModelOptions -> ModelOptions -> Bool # (>) :: ModelOptions -> ModelOptions -> Bool # (>=) :: ModelOptions -> ModelOptions -> Bool # max :: ModelOptions -> ModelOptions -> ModelOptions # min :: ModelOptions -> ModelOptions -> ModelOptions #
Show ModelOptions #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods showsPrec :: Int -> ModelOptions -> ShowS # show :: ModelOptions -> String # showList :: [ModelOptions] -> ShowS #
RenderSql ModelOptions BigQuery #
Instance details Defined in Napkin.Render.BigQuery Methods renderSql :: BigQuery -> ModelOptions -> Doc #

data CreateModel #

Constructors

CreateModel
Fields _createModel_modelName :: Ref Model _createModel_replacement :: Replacement _createModel_modelOptions :: ModelOptions _createModel_trainingData :: Query

Instances

Instances details

Eq CreateModel #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods (==) :: CreateModel -> CreateModel -> Bool # (/=) :: CreateModel -> CreateModel -> Bool #
Ord CreateModel #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods compare :: CreateModel -> CreateModel -> Ordering # (<) :: CreateModel -> CreateModel -> Bool # (<=) :: CreateModel -> CreateModel -> Bool # (>) :: CreateModel -> CreateModel -> Bool # (>=) :: CreateModel -> CreateModel -> Bool # max :: CreateModel -> CreateModel -> CreateModel # min :: CreateModel -> CreateModel -> CreateModel #
Show CreateModel #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods showsPrec :: Int -> CreateModel -> ShowS # show :: CreateModel -> String # showList :: [CreateModel] -> ShowS #
HasDeps CreateModel #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods dependenciesSet :: CreateModel -> Set (Ref Table) # traverseDependencies :: Fold CreateModel (Ref Table) #
RenderSql CreateModel BigQuery #
Instance details Defined in Napkin.Render.BigQuery Methods renderSql :: BigQuery -> CreateModel -> Doc #

data ML_Predict #

Constructors

ML_Predict
Fields _mlPredict_model :: Ref Model _mlPredict_data :: Query

Instances

Instances details

Eq ML_Predict #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods (==) :: ML_Predict -> ML_Predict -> Bool # (/=) :: ML_Predict -> ML_Predict -> Bool #
Ord ML_Predict #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods compare :: ML_Predict -> ML_Predict -> Ordering # (<) :: ML_Predict -> ML_Predict -> Bool # (<=) :: ML_Predict -> ML_Predict -> Bool # (>) :: ML_Predict -> ML_Predict -> Bool # (>=) :: ML_Predict -> ML_Predict -> Bool # max :: ML_Predict -> ML_Predict -> ML_Predict # min :: ML_Predict -> ML_Predict -> ML_Predict #
Show ML_Predict #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods showsPrec :: Int -> ML_Predict -> ShowS # show :: ML_Predict -> String # showList :: [ML_Predict] -> ShowS #
HasDeps ML_Predict #
Instance details Defined in Napkin.Types.Commands.BigQuery Methods dependenciesSet :: ML_Predict -> Set (Ref Table) # traverseDependencies :: Fold ML_Predict (Ref Table) #
RenderSql ML_Predict BigQuery #
Instance details Defined in Napkin.Render.BigQuery Methods renderSql :: BigQuery -> ML_Predict -> Doc #

mlPredict_model :: Lens' ML_Predict (Ref Model) #

mlPredict_data :: Lens' ML_Predict Query #

createModel_trainingData :: Lens' CreateModel Query #

createModel_replacement :: Lens' CreateModel Replacement #

createModel_modelOptions :: Lens' CreateModel ModelOptions #

createModel_modelName :: Lens' CreateModel (Ref Model) #

modelOptions_splitMethod :: Lens' ModelOptions (Maybe SplitMethod) #

modelOptions_splitEvalFraction :: Lens' ModelOptions (Maybe Double) #

modelOptions_modelType :: Lens' ModelOptions ModelType #

modelOptions_maxIterations :: Lens' ModelOptions (Maybe Int) #

modelOptions_l2reg :: Lens' ModelOptions (Maybe Double) #

modelOptions_l1reg :: Lens' ModelOptions (Maybe Double) #