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# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
# pylint: disable=unused-argument
from marshmallow import fields
from marshmallow.decorators import post_load
from azure.ai.ml._schema.core.fields import NestedField, StringTransformedEnum
from azure.ai.ml._utils.utils import camel_to_snake
from azure.ai.ml._vendor.azure_resources.models._resource_management_client_enums import ResourceIdentityType
from azure.ai.ml.entities._credentials import ManagedIdentityConfiguration
from ..core.schema import PathAwareSchema
class ComputeSchema(PathAwareSchema):
name = fields.Str(required=True)
id = fields.Str(dump_only=True)
type = fields.Str()
location = fields.Str()
description = fields.Str()
provisioning_errors = fields.Str(dump_only=True)
created_on = fields.Str(dump_only=True)
provisioning_state = fields.Str(dump_only=True)
resource_id = fields.Str()
tags = fields.Dict(keys=fields.Str(), values=fields.Str())
class NetworkSettingsSchema(PathAwareSchema):
vnet_name = fields.Str()
subnet = fields.Str()
public_ip_address = fields.Str(dump_only=True)
private_ip_address = fields.Str(dump_only=True)
@post_load
def make(self, data, **kwargs):
from azure.ai.ml.entities import NetworkSettings
return NetworkSettings(**data)
class UserAssignedIdentitySchema(PathAwareSchema):
resource_id = fields.Str()
principal_id = fields.Str(dump_only=True)
client_id = fields.Str(dump_only=True)
tenant_id = fields.Str(dump_only=True)
@post_load
def make(self, data, **kwargs):
return ManagedIdentityConfiguration(**data)
class IdentitySchema(PathAwareSchema):
type = StringTransformedEnum(
allowed_values=[
ResourceIdentityType.SYSTEM_ASSIGNED,
ResourceIdentityType.USER_ASSIGNED,
ResourceIdentityType.NONE,
ResourceIdentityType.SYSTEM_ASSIGNED_USER_ASSIGNED,
],
casing_transform=camel_to_snake,
metadata={"description": "resource identity type."},
)
user_assigned_identities = fields.List(NestedField(UserAssignedIdentitySchema))
principal_id = fields.Str(dump_only=True)
tenant_id = fields.Str(dump_only=True)
@post_load
def make(self, data, **kwargs):
from azure.ai.ml.entities import IdentityConfiguration
user_assigned_identities_list = []
user_assigned_identities = data.pop("user_assigned_identities", None)
if user_assigned_identities:
for identity in user_assigned_identities:
user_assigned_identities_list.append(
ManagedIdentityConfiguration(
resource_id=identity.get("resource_id", None),
client_id=identity.get("client_id", None),
object_id=identity.get("object_id", None),
)
)
data["user_assigned_identities"] = user_assigned_identities_list
return IdentityConfiguration(**data)
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