def test_get_workspace_from_config():
""" Test Get Workspace From Config File"""
cfg = load_configuration(filepath + "/../workspace_conf.yml")
get_or_create_workspace(cfg['workspace_name'], cfg['subscription_id'],
cfg['resource_group'], cfg['workspace_region'])
workspace = get_workspace_from_config()
assert isinstance(workspace, Workspace)
def test_get_or_create_workspace():
"""Test Get or Create Workspace Method"""
cfg = load_configuration(filepath + "/../workspace_conf.yml")
workspace = get_or_create_workspace(cfg['workspace_name'],
cfg['subscription_id'],
cfg['resource_group'],
cfg['workspace_region'])
assert isinstance(workspace, Workspace)
assert os.path.isfile('./.azureml/config.json')
def test_00_aml_configuration():
cfg = load_configuration("../workspace_conf.yml")
subscription_id = cfg['subscription_id']
resource_group = cfg['resource_group']
workspace_name = cfg['workspace_name']
workspace_region = cfg['workspace_region']
results = pm.execute_notebook('notebooks/00_AMLConfiguration.ipynb',
'notebooks/00_AMLConfiguration.output_ipynb',
parameters=dict(
subscription_id=subscription_id,
resource_group=resource_group,
workspace_name=workspace_name,
workspace_region=workspace_region),
kernel_name="ai-architecture-template")
for cell in results.cells:
if cell.cell_type is "code":
assert not cell.metadata.papermill.exception, "Error in Python Notebook"
def test_load_configuration():
cfg = load_configuration(filepath + "/../sample_workspace_conf.yml")
assert cfg
assert cfg['subscription_id'] == '<>'
assert cfg['resource_group'] == '<>'
assert cfg['workspace_name'] == '<>'
assert cfg['workspace_region'] == '<>'
assert cfg['image_name'] == '<>'
assert cfg['sql_server_name'] == '<>'
assert cfg['sql_database_name'] == '<>'
assert cfg['sql_username'] == '<>'
assert cfg['sql_password'] == '<>'
assert cfg['datastore_rg'] == '<>'
assert cfg['container_name'] == '<>'
assert cfg['account_name'] == '<>'
assert cfg['account_key'] == '<>'
def init_test_vars():
"""
Load Common Vars for Testing
:return: CONFIG, SUBSCRIPTION_ID, RESOURCE_GROUP, WORKSPACE_NAME, WORKSPACE_REGION, workspace, SQL_DATASTORE_NAME,
BLOB_DATASTORE_NAME
:rtype: Union[Dict[Hashable, Any], list, None], str, str, str, str, Workspace, str, str
"""
cfg = load_configuration(DIRECTORY + "/../workspace_conf.yml")
subscription_id = cfg['subscription_id']
resource_group = cfg['resource_group']
workspace_name = cfg['workspace_name']
workspace_region = cfg['workspace_region']
workspace = get_or_create_workspace(workspace_name, subscription_id,
resource_group, workspace_region)
sql_datastore_name = "ado_sql_datastore"
blob_datastore_name = "ado_blob_datastore"
return cfg, subscription_id, resource_group, workspace_name, workspace_region, workspace, sql_datastore_name, \
blob_datastore_name