Package mindsdb.services

Class Models

java.lang.Object

mindsdb.services.Models

public class Models
extends Object

Models service class for handling models.

Constructor Summary

Constructors

Constructor	Description
Models(Project project, RestAPI api)	Constructor for Models

Method Summary

Modifier and Type	Method	Description
Model	create(String name, String predict, String engine, String query, String database, Map<String,Object> options, Map<String,Object> timeseriesOptions)	Create a new model
void	drop(String name)	Drop a model
void	dropVersion(String name, int version)	Drop a model version
Model	getModel(String name)	Get a specific model by name
ModelVersion	getModelWithVersion(String name, Integer version)	Get a specific model by name and version
List<Model>	listModels(String name)	List all models
List<ModelVersion>	listModelsWithVersion(String name, Integer version)	List all models with version

Methods inherited from class java.lang.Object

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

Constructor Details

Models

public Models(Project project,
 RestAPI api)

Constructor for Models

Parameters:

project - - Project object

api - - RestAPI object

Method Details

listModels

public List<Model> listModels(String name)

List all models

Parameters:

name - - name of the model

Returns:

List of Model objects

listModelsWithVersion

public List<ModelVersion> listModelsWithVersion(String name,
 Integer version)

List all models with version

Parameters:

name - - name of the model

version - - version of the model

Returns:

List of ModelVersion objects

getModel

public Model getModel(String name)

Get a specific model by name

Parameters:

name - - name of the model

Returns:

Model object

getModelWithVersion

public ModelVersion getModelWithVersion(String name,
 Integer version)

Get a specific model by name and version

Parameters:

name - - name of the model

version - - version of the model

Returns:

ModelVersion object

create

public Model create(String name,
 String predict,
 String engine,
 String query,
 String database,
 Map<String,Object> options,
 Map<String,Object> timeseriesOptions)

Create a new model

Parameters:

name - - name of the model

predict - - predict column

engine - - engine name

query - - query for the model

database - - database name

options - - options for the model

timeseriesOptions - - timeseries options for the model

Returns:

Model object

drop

public void drop(String name)

Drop a model

Parameters:

name - - name of the model

dropVersion

public void dropVersion(String name,
 int version)

Drop a model version

Parameters:

name - - name of the model

version - - version of the model