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 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 model
    Definition Classes
    sql
  • package dummy
    Definition Classes
    model
  • package fs

    FileSystem-based on Models.

    FileSystem-based on Models.

    It supports the following URIs.

    • ../relative/path/to/model
    • /absolute/path/to/model
    • file:///absolute/path/to/model
    • s3://bucket/path/to/model
    • gs://bucket/path/to/model
    • https://example.com/path/to/model
    Definition Classes
    model
  • FileSystemRegistry
  • package mlflow

    MLflow-based Models.

    MLflow-based Models.

    It supports the following URIs.

    • mlflow://<runid>
    • mlflow://<model> (latest version without a stage designation)
    • mlflow://<model>/<stage> (latest version for given stage)
    • mlflow://<model>/<version> (get the particular version of the registered model)
    Definition Classes
    model
  • package testing
    Definition Classes
    model
  • package tfhub

    TFHub-based Models.

    TFHub-based Models.

    Definition Classes
    model
  • package torchhub

    TorchHub-based Models.

    TorchHub-based Models.

    It supports the following URIs.

    • torchhub:///<organization>/<project>/<model>
    Definition Classes
    model

package fs

FileSystem-based on Models.

It supports the following URIs.

  • ../relative/path/to/model
  • /absolute/path/to/model
  • file:///absolute/path/to/model
  • s3://bucket/path/to/model
  • gs://bucket/path/to/model
  • https://example.com/path/to/model
Linear Supertypes
AnyRef, Any

Type Members

  1. class FileSystemRegistry extends PyImplRegistry with LazyLogging

    FileSystem-based Model Registry.

Inherited from AnyRef

Inherited from Any

Ungrouped