Packages

package root

Definition Classes: root

package ai

Definition Classes: root

package eto

Definition Classes: ai

package rikai

Definition Classes: eto

package sql

Rikai SQL-ML extension.

Rikai offers DDL to manipulate ML Models:

CREATE MODEL model_name
[ OPTIONS (key=value, key=value, ...) ]
[ AS "model_registry_uri" ]

# List all registered models.
SHOW MODELS

# Describe the details of a model.
(DESC | DESCRIBE) MODEL model_name

# Drop a Model
DROP MODEL model_name

A ML_PREDICT function is implemented to run model inference.

SELECT id, ML_PREDICT(model_name, col1, col2, col3) as predicted FROM table

Definition Classes: rikai

package spark

Definition Classes: sql

package execution

Definition Classes: spark

CreateModelCommand

DescribeModelCommand

DropModelCommand

ModelCommand

ShowModelsCommand

package expressions

Definition Classes: spark

package functions

Definition Classes: spark

ai.eto.rikai.sql.spark

execution

package execution

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Type Members

case class CreateModelCommand(name: String, ifNotExists: Boolean, flavor: Option[String], modelType: Option[String], returns: Option[String], uri: Option[String], table: Option[TableIdentifier], replace: Boolean, options: Map[String, String]) extends LogicalPlan with ModelCommand with LazyLogging with Product with Serializable
case class DescribeModelCommand(name: String) extends LogicalPlan with ModelCommand with Product with Serializable
case class DropModelCommand(name: String) extends LogicalPlan with ModelCommand with Product with Serializable
trait ModelCommand extends LogicalPlan with RunnableCommand
case class ShowModelsCommand() extends LogicalPlan with ModelCommand with Product with Serializable

Value Members

object ModelCommand

Packages

execution 

package execution

Type Members

Value Members

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execution