def get_project(workspace, parent_folder, project_folder, run_history_name):
# parent folder must already exists
if not os.path.isdir(parent_folder):
raise OSError(
"project parent folder {} doesn't exist".format(parent_folder))
project_full_path = os.path.join(parent_folder, project_folder)
# create project folder if it doesn't already exist
if not os.path.isdir(project_full_path):
os.mkdir(project_full_path)
try:
# try loading the project folder it is already initialized (with a valid aml_config folder etc.)
proj = Project(directory=project_full_path)
print('Existing project loaded from:', project_full_path)
except:
# create a new project and attach it to a run history container
proj = Project.attach(workspace_object=workspace,
run_history_name=run_history_name,
directory=project_full_path)
print('new project created in:', project_full_path)
return proj
project_folder = '/tmp/e2e-test/05'
train_script = 'train-spark.py'
run_history_name = 'e2e-05'
ws = Workspace.from_config()
print('Workspace details:')
print(ws.resource_group, ws.name, ws.location)
if os.path.isdir(project_folder):
print('{} already exists, remove it.'.format(project_folder))
shutil.rmtree(project_folder)
project = Project.attach(workspace_object = ws,
history_name = run_history_name,
directory = project_folder)
print(project.project_directory, project.history.name, sep = '\n')
print('copy {} and iris.csv to the project folder.'.format(train_script))
shutil.copy(train_script, os.path.join(project_folder, train_script))
shutil.copy('iris.csv', os.path.join(project_folder, 'iris.csv'))
print('create an ACI run config.')
# create a new runconfig object
run_config = RunConfiguration(project_object = project, run_config_name = 'my-aci-run-config')
# signal that you want to use ACI to execute script.
run_config.target = "containerinstance"