mik-laj commented on a change in pull request #9798: URL: https://github.com/apache/airflow/pull/9798#discussion_r453943845
########## File path: docs/howto/operator/gcp/mlengine.rst ########## @@ -0,0 +1,217 @@ + .. Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + .. http://www.apache.org/licenses/LICENSE-2.0 + + .. Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. + + + +Google Cloud AI Platform Operators +================================== + +`Google Cloud AI Platform <https://cloud.google.com/ai-platform/>`__ (formerly known +as ML Engine) can be used to train machine learning models at scale, host trained models +in the cloud, and use models to make predictions for new data. AI Platform is a collection +of tools for training, evaluating, and tuning machine learning models. AI Platform can also +be used to deploy a trained model, make predictions, and manage various model versions. + +.. contents:: + :depth: 1 + :local: + +Prerequisite tasks +^^^^^^^^^^^^^^^^^^ + +.. include:: _partials/prerequisite_tasks.rst + +Launching a Job +^^^^^^^^^^^^^^^ +To start a machine learning operation with AI Platform, you must launch a training job. +This creates a virtual machine that can run code specified in the trainer file, which +contains the main application code. A job can be initiated with the +:class:`~airflow.providers.google.cloud.operators.mlengine.MLEngineStartTrainingJobOperator`. + +.. exampleinclude:: ../../../../airflow/providers/google/cloud/example_dags/example_mlengine.py Review comment: ```suggestion .. exampleinclude:: /../airflow/providers/google/cloud/example_dags/example_mlengine.py ``` See: https://github.com/apache/airflow/pull/9797 ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected]
