本文整理汇总了Python中azureml.core.model.Model.register方法的典型用法代码示例。如果您正苦于以下问题：Python Model.register方法的具体用法？Python Model.register怎么用？Python Model.register使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类azureml.core.model.Model的用法示例。
在下文中一共展示了Model.register方法的2个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: run
# 需要导入模块: from azureml.core.model import Model [as 别名]
# 或者: from azureml.core.model.Model import register [as 别名]
def run(model_path, model_name, tenant_id, service_principal_id,
service_principal_password, subscription_id, resource_group, workspace, tags):
auth_args = {
'tenant_id': tenant_id,
'service_principal_id': service_principal_id,
'service_principal_password': service_principal_password
}
ws_args = {
'auth': ServicePrincipalAuthentication(**auth_args),
'subscription_id': subscription_id,
'resource_group': resource_group
}
ws = Workspace.get(workspace, **ws_args)
print(ws.get_details())
print('\nSaving model {} to {}'.format(model_path, model_name))
# Model Path needs to be relative
model_path = relpath(model_path, '.')
model = Model.register(ws, model_name=model_name, model_path=model_path, tags=tags)
print('Done!') 示例2: register_aml_model
# 需要导入模块: from azureml.core.model import Model [as 别名]
# 或者: from azureml.core.model.Model import register [as 别名]
def register_aml_model(
model_path,
model_name,
model_tags,
exp,
run_id,
dataset_id,
build_id: str = 'none',
build_uri=None
):
try:
tagsValue = {"area": "diabetes_regression",
"run_id": run_id,
"experiment_name": exp.name}
tagsValue.update(model_tags)
if (build_id != 'none'):
model_already_registered(model_name, exp, run_id)
tagsValue["BuildId"] = build_id
if (build_uri is not None):
tagsValue["BuildUri"] = build_uri
model = AMLModel.register(
workspace=exp.workspace,
model_name=model_name,
model_path=model_path,
tags=tagsValue,
datasets=[('training data',
Dataset.get_by_id(exp.workspace, dataset_id))])
os.chdir("..")
print(
"Model registered: {} \nModel Description: {} "
"\nModel Version: {}".format(
model.name, model.description, model.version
)
)
except Exception:
traceback.print_exc(limit=None, file=None, chain=True)
print("Model registration failed")
raise