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Fix bugs in Azure ML CI helper scripts (aml_creation.py, aml_attach_blob.py) #190

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Fix bugs in Azure ML CI helper scripts (aml_creation.py, aml_attach_blob.py) #190

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58 changes: 30 additions & 28 deletions .ci/scripts/aml_attach_blob.py
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Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
#!/usr/bin/python

import azureml.core
from azureml.core import Workspace
from azureml.core import Workspace, Datastore
from dotenv import set_key, get_key, find_dotenv
from pathlib import Path
from AIHelpers.utilities import get_auth
Expand All @@ -13,11 +13,11 @@ def main(argv):
opts, args = getopt.getopt(argv,"hs:rg:wn:wr:dsn:cn:an:ak:drg:",
["subscription_id=","resource_group=","workspace_name=", "workspace_region=","blob_datastore_name=","container_name=","account_name=","account_key=","datastore_rg="])
except getopt.GetoptError:
print 'aml_creation.py -s <subscription_id> -rg <resource_group> -wn <workspace_name> -wr <workspace_region>'
print 'aml_attach_blob.py -s <subscription_id> -rg <resource_group> -wn <workspace_name> -wr <workspace_region> -dsn <blob_datastore_name> -cn <container_name> -an <account_name> -ak <account_key> -drg <datastore_rg>'
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print 'aml_creation.py -s <subscription_id> -rg <resource_group> -wn <workspace_name> -wr <workspace_region>'
print 'aml_attach_blob.py -s <subscription_id> -rg <resource_group> -wn <workspace_name> -wr <workspace_region> -dsn <blob_datastore_name> -cn <container_name> -an <account_name> -ak <account_key> -drg <datastore_rg>'
sys.exit()
elif opt in ("-s", "--subscription_id"):
subscription_id = arg
Expand All @@ -28,36 +28,38 @@ def main(argv):
elif opt in ("-wr", "--workspace_region"):
workspace_region = arg
elif opt in ("-dsn", "--blob_datastore_name"):
workspace_region = arg
blob_datastore_name = arg
elif opt in ("-cn", "--container_name"):
workspace_region = arg
container_name = arg
elif opt in ("-an", "--account_name"):
workspace_region = arg
account_name = arg
elif opt in ("-ak", "--account_key"):
workspace_region = arg
account_key = arg
elif opt in ("-drg", "--datastore_rg"):
workspace_region = arg
env_path = find_dotenv()
if env_path == "":
Path(".env").touch()
env_path = find_dotenv()
datastore_rg = arg

env_path = find_dotenv()
if env_path == "":
Path(".env").touch()
env_path = find_dotenv()

ws = Workspace.create(
name=workspace_name,
subscription_id=subscription_id,
resource_group=resource_group,
location=workspace_region,
create_resource_group=True,
auth=get_auth(env_path),
exist_ok=True,
)
blob_datastore = Datastore.register_azure_blob_container(workspace=ws,
datastore_name=blob_datastore_name,
container_name=container_name,
account_name=account_name,
account_key=account_key,
resource_group=datastore_rg)
ws = Workspace.create(
name=workspace_name,
subscription_id=subscription_id,
resource_group=resource_group,
location=workspace_region,
create_resource_group=True,
auth=get_auth(env_path),
exist_ok=True,
)
blob_datastore = Datastore.register_azure_blob_container(
workspace=ws,
datastore_name=blob_datastore_name,
container_name=container_name,
account_name=account_name,
account_key=account_key,
resource_group=datastore_rg,
)

if __name__ == "__main__":
print("AML SDK Version:", azureml.core.VERSION)
Expand Down
34 changes: 14 additions & 20 deletions .ci/scripts/aml_creation.py
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -26,28 +26,22 @@ def main(argv):
workspace_name = arg
elif opt in ("-wr", "--workspace_region"):
workspace_region = arg

env_path = find_dotenv()
if env_path == "":
Path(".env").touch()
env_path = find_dotenv()

ws = Workspace.create(
name=workspace_name,
subscription_id=subscription_id,
resource_group=resource_group,
location=workspace_region,
create_resource_group=True,
auth=get_auth(env_path),
exist_ok=True,
)
env_path = find_dotenv()
if env_path == "":
Path(".env").touch()
env_path = find_dotenv()

ws = Workspace.create(
name=workspace_name,
subscription_id=subscription_id,
resource_group=resource_group,
location=workspace_region,
create_resource_group=True,
auth=get_auth(env_path),
exist_ok=True,
)

if __name__ == "__main__":
print("AML SDK Version:", azureml.core.VERSION)
main(sys.argv[1:])

# Azure resources
subscription_id = "{{cookiecutter.subscription_id}}"
resource_group = "{{cookiecutter.resource_group}}"
workspace_name = "{{cookiecutter.workspace_name}}"
workspace_region = "{{cookiecutter.workspace_region}}"