irisml-tasks-azureml 0.0.0

Utility tools to use IrisML on AzureML

irisml-tasks-azureml

This package is a part of IrisML pipeline. It provides utility scripts and tasks to work with AzureML.

Installation

pip install irisml-tasks-azureml

Available commands

irisml_run_aml [-h] [--env ENV] [--cache_url CACHE_URL] [--no_cache] [--include_local_tasks [INCLUDE_LOCAL_TASKS]] [--custom_packages CUSTOM_PACKAGES [CUSTOM_PACKAGES ...]]
                      [--extra_index_url EXTRA_INDEX_URL] [--no_wait] [--compute_target COMPUTE_TARGET] [--subscription_id SUBSCRIPTION_ID] [--workspace WORKSPACE] [--experiment EXPERIMENT]
                      [--base_docker_image BASE_DOCKER_IMAGE] [--base_docker_image_registry BASE_DOCKER_IMAGE_REGISTRY]
                      job_filepath

You can run an experiment on a remote AzureML node. If --include_local_tasks option is used, python scripts in the current directory or the specified directory will be sent to AzureML and be loaded as custom tasks.

Tasks

run_azureml_child

Submit a new AzureML job as a child of the current run. Raises an exception if the current environment was not on AzureML.