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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 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

p

ai.eto.rikai.sql.spark

execution

package execution

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Type Members

case class CreateModelCommand(name: String, ifNotExists: Boolean, flavor: Option[String], returns: Option[String], uri: Option[String], preprocessor: Option[String], postprocessor: Option[String], table: Option[TableIdentifier], replace: Boolean, options: Map[String, String]) extends LogicalPlan with ModelCommand with Logging 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

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