File: //lib/mysqlsh/lib/python3.8/site-packages/oci/data_science/models/model_deployment.py
# coding: utf-8
# Copyright (c) 2016, 2025, Oracle and/or its affiliates. All rights reserved.
# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.
# NOTE: This class is auto generated by OracleSDKGenerator. DO NOT EDIT. API Version: 20190101
from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401
from oci.decorators import init_model_state_from_kwargs
@init_model_state_from_kwargs
class ModelDeployment(object):
"""
Model deployments are used by data scientists to perform predictions from the model hosted on an HTTP server.
"""
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "CREATING"
LIFECYCLE_STATE_CREATING = "CREATING"
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "ACTIVE"
LIFECYCLE_STATE_ACTIVE = "ACTIVE"
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "DELETING"
LIFECYCLE_STATE_DELETING = "DELETING"
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "FAILED"
LIFECYCLE_STATE_FAILED = "FAILED"
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "INACTIVE"
LIFECYCLE_STATE_INACTIVE = "INACTIVE"
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "UPDATING"
LIFECYCLE_STATE_UPDATING = "UPDATING"
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "DELETED"
LIFECYCLE_STATE_DELETED = "DELETED"
#: A constant which can be used with the lifecycle_state property of a ModelDeployment.
#: This constant has a value of "NEEDS_ATTENTION"
LIFECYCLE_STATE_NEEDS_ATTENTION = "NEEDS_ATTENTION"
def __init__(self, **kwargs):
"""
Initializes a new ModelDeployment object with values from keyword arguments.
The following keyword arguments are supported (corresponding to the getters/setters of this class):
:param id:
The value to assign to the id property of this ModelDeployment.
:type id: str
:param time_created:
The value to assign to the time_created property of this ModelDeployment.
:type time_created: datetime
:param display_name:
The value to assign to the display_name property of this ModelDeployment.
:type display_name: str
:param description:
The value to assign to the description property of this ModelDeployment.
:type description: str
:param project_id:
The value to assign to the project_id property of this ModelDeployment.
:type project_id: str
:param created_by:
The value to assign to the created_by property of this ModelDeployment.
:type created_by: str
:param compartment_id:
The value to assign to the compartment_id property of this ModelDeployment.
:type compartment_id: str
:param model_deployment_configuration_details:
The value to assign to the model_deployment_configuration_details property of this ModelDeployment.
:type model_deployment_configuration_details: oci.data_science.models.ModelDeploymentConfigurationDetails
:param category_log_details:
The value to assign to the category_log_details property of this ModelDeployment.
:type category_log_details: oci.data_science.models.CategoryLogDetails
:param model_deployment_url:
The value to assign to the model_deployment_url property of this ModelDeployment.
:type model_deployment_url: str
:param model_deployment_system_data:
The value to assign to the model_deployment_system_data property of this ModelDeployment.
:type model_deployment_system_data: oci.data_science.models.ModelDeploymentSystemData
:param lifecycle_state:
The value to assign to the lifecycle_state property of this ModelDeployment.
Allowed values for this property are: "CREATING", "ACTIVE", "DELETING", "FAILED", "INACTIVE", "UPDATING", "DELETED", "NEEDS_ATTENTION", 'UNKNOWN_ENUM_VALUE'.
Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.
:type lifecycle_state: str
:param lifecycle_details:
The value to assign to the lifecycle_details property of this ModelDeployment.
:type lifecycle_details: str
:param freeform_tags:
The value to assign to the freeform_tags property of this ModelDeployment.
:type freeform_tags: dict(str, str)
:param defined_tags:
The value to assign to the defined_tags property of this ModelDeployment.
:type defined_tags: dict(str, dict(str, object))
"""
self.swagger_types = {
'id': 'str',
'time_created': 'datetime',
'display_name': 'str',
'description': 'str',
'project_id': 'str',
'created_by': 'str',
'compartment_id': 'str',
'model_deployment_configuration_details': 'ModelDeploymentConfigurationDetails',
'category_log_details': 'CategoryLogDetails',
'model_deployment_url': 'str',
'model_deployment_system_data': 'ModelDeploymentSystemData',
'lifecycle_state': 'str',
'lifecycle_details': 'str',
'freeform_tags': 'dict(str, str)',
'defined_tags': 'dict(str, dict(str, object))'
}
self.attribute_map = {
'id': 'id',
'time_created': 'timeCreated',
'display_name': 'displayName',
'description': 'description',
'project_id': 'projectId',
'created_by': 'createdBy',
'compartment_id': 'compartmentId',
'model_deployment_configuration_details': 'modelDeploymentConfigurationDetails',
'category_log_details': 'categoryLogDetails',
'model_deployment_url': 'modelDeploymentUrl',
'model_deployment_system_data': 'modelDeploymentSystemData',
'lifecycle_state': 'lifecycleState',
'lifecycle_details': 'lifecycleDetails',
'freeform_tags': 'freeformTags',
'defined_tags': 'definedTags'
}
self._id = None
self._time_created = None
self._display_name = None
self._description = None
self._project_id = None
self._created_by = None
self._compartment_id = None
self._model_deployment_configuration_details = None
self._category_log_details = None
self._model_deployment_url = None
self._model_deployment_system_data = None
self._lifecycle_state = None
self._lifecycle_details = None
self._freeform_tags = None
self._defined_tags = None
@property
def id(self):
"""
**[Required]** Gets the id of this ModelDeployment.
The `OCID`__ of the model deployment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:return: The id of this ModelDeployment.
:rtype: str
"""
return self._id
@id.setter
def id(self, id):
"""
Sets the id of this ModelDeployment.
The `OCID`__ of the model deployment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:param id: The id of this ModelDeployment.
:type: str
"""
self._id = id
@property
def time_created(self):
"""
**[Required]** Gets the time_created of this ModelDeployment.
The date and time the resource was created, in the timestamp format defined by `RFC3339`__.
Example: 2019-08-25T21:10:29.41Z
__ https://tools.ietf.org/html/rfc3339
:return: The time_created of this ModelDeployment.
:rtype: datetime
"""
return self._time_created
@time_created.setter
def time_created(self, time_created):
"""
Sets the time_created of this ModelDeployment.
The date and time the resource was created, in the timestamp format defined by `RFC3339`__.
Example: 2019-08-25T21:10:29.41Z
__ https://tools.ietf.org/html/rfc3339
:param time_created: The time_created of this ModelDeployment.
:type: datetime
"""
self._time_created = time_created
@property
def display_name(self):
"""
**[Required]** Gets the display_name of this ModelDeployment.
A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information.
Example: `My ModelDeployment`
:return: The display_name of this ModelDeployment.
:rtype: str
"""
return self._display_name
@display_name.setter
def display_name(self, display_name):
"""
Sets the display_name of this ModelDeployment.
A user-friendly display name for the resource. Does not have to be unique, and can be modified. Avoid entering confidential information.
Example: `My ModelDeployment`
:param display_name: The display_name of this ModelDeployment.
:type: str
"""
self._display_name = display_name
@property
def description(self):
"""
Gets the description of this ModelDeployment.
A short description of the model deployment.
:return: The description of this ModelDeployment.
:rtype: str
"""
return self._description
@description.setter
def description(self, description):
"""
Sets the description of this ModelDeployment.
A short description of the model deployment.
:param description: The description of this ModelDeployment.
:type: str
"""
self._description = description
@property
def project_id(self):
"""
**[Required]** Gets the project_id of this ModelDeployment.
The `OCID`__ of the project associated with the model deployment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:return: The project_id of this ModelDeployment.
:rtype: str
"""
return self._project_id
@project_id.setter
def project_id(self, project_id):
"""
Sets the project_id of this ModelDeployment.
The `OCID`__ of the project associated with the model deployment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:param project_id: The project_id of this ModelDeployment.
:type: str
"""
self._project_id = project_id
@property
def created_by(self):
"""
**[Required]** Gets the created_by of this ModelDeployment.
The `OCID`__ of the user who created the model deployment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:return: The created_by of this ModelDeployment.
:rtype: str
"""
return self._created_by
@created_by.setter
def created_by(self, created_by):
"""
Sets the created_by of this ModelDeployment.
The `OCID`__ of the user who created the model deployment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:param created_by: The created_by of this ModelDeployment.
:type: str
"""
self._created_by = created_by
@property
def compartment_id(self):
"""
**[Required]** Gets the compartment_id of this ModelDeployment.
The `OCID`__ of the model deployment's compartment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:return: The compartment_id of this ModelDeployment.
:rtype: str
"""
return self._compartment_id
@compartment_id.setter
def compartment_id(self, compartment_id):
"""
Sets the compartment_id of this ModelDeployment.
The `OCID`__ of the model deployment's compartment.
__ https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm
:param compartment_id: The compartment_id of this ModelDeployment.
:type: str
"""
self._compartment_id = compartment_id
@property
def model_deployment_configuration_details(self):
"""
Gets the model_deployment_configuration_details of this ModelDeployment.
:return: The model_deployment_configuration_details of this ModelDeployment.
:rtype: oci.data_science.models.ModelDeploymentConfigurationDetails
"""
return self._model_deployment_configuration_details
@model_deployment_configuration_details.setter
def model_deployment_configuration_details(self, model_deployment_configuration_details):
"""
Sets the model_deployment_configuration_details of this ModelDeployment.
:param model_deployment_configuration_details: The model_deployment_configuration_details of this ModelDeployment.
:type: oci.data_science.models.ModelDeploymentConfigurationDetails
"""
self._model_deployment_configuration_details = model_deployment_configuration_details
@property
def category_log_details(self):
"""
Gets the category_log_details of this ModelDeployment.
:return: The category_log_details of this ModelDeployment.
:rtype: oci.data_science.models.CategoryLogDetails
"""
return self._category_log_details
@category_log_details.setter
def category_log_details(self, category_log_details):
"""
Sets the category_log_details of this ModelDeployment.
:param category_log_details: The category_log_details of this ModelDeployment.
:type: oci.data_science.models.CategoryLogDetails
"""
self._category_log_details = category_log_details
@property
def model_deployment_url(self):
"""
**[Required]** Gets the model_deployment_url of this ModelDeployment.
The URL to interact with the model deployment.
:return: The model_deployment_url of this ModelDeployment.
:rtype: str
"""
return self._model_deployment_url
@model_deployment_url.setter
def model_deployment_url(self, model_deployment_url):
"""
Sets the model_deployment_url of this ModelDeployment.
The URL to interact with the model deployment.
:param model_deployment_url: The model_deployment_url of this ModelDeployment.
:type: str
"""
self._model_deployment_url = model_deployment_url
@property
def model_deployment_system_data(self):
"""
Gets the model_deployment_system_data of this ModelDeployment.
:return: The model_deployment_system_data of this ModelDeployment.
:rtype: oci.data_science.models.ModelDeploymentSystemData
"""
return self._model_deployment_system_data
@model_deployment_system_data.setter
def model_deployment_system_data(self, model_deployment_system_data):
"""
Sets the model_deployment_system_data of this ModelDeployment.
:param model_deployment_system_data: The model_deployment_system_data of this ModelDeployment.
:type: oci.data_science.models.ModelDeploymentSystemData
"""
self._model_deployment_system_data = model_deployment_system_data
@property
def lifecycle_state(self):
"""
**[Required]** Gets the lifecycle_state of this ModelDeployment.
The state of the model deployment.
Allowed values for this property are: "CREATING", "ACTIVE", "DELETING", "FAILED", "INACTIVE", "UPDATING", "DELETED", "NEEDS_ATTENTION", 'UNKNOWN_ENUM_VALUE'.
Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.
:return: The lifecycle_state of this ModelDeployment.
:rtype: str
"""
return self._lifecycle_state
@lifecycle_state.setter
def lifecycle_state(self, lifecycle_state):
"""
Sets the lifecycle_state of this ModelDeployment.
The state of the model deployment.
:param lifecycle_state: The lifecycle_state of this ModelDeployment.
:type: str
"""
allowed_values = ["CREATING", "ACTIVE", "DELETING", "FAILED", "INACTIVE", "UPDATING", "DELETED", "NEEDS_ATTENTION"]
if not value_allowed_none_or_none_sentinel(lifecycle_state, allowed_values):
lifecycle_state = 'UNKNOWN_ENUM_VALUE'
self._lifecycle_state = lifecycle_state
@property
def lifecycle_details(self):
"""
Gets the lifecycle_details of this ModelDeployment.
Details about the state of the model deployment.
:return: The lifecycle_details of this ModelDeployment.
:rtype: str
"""
return self._lifecycle_details
@lifecycle_details.setter
def lifecycle_details(self, lifecycle_details):
"""
Sets the lifecycle_details of this ModelDeployment.
Details about the state of the model deployment.
:param lifecycle_details: The lifecycle_details of this ModelDeployment.
:type: str
"""
self._lifecycle_details = lifecycle_details
@property
def freeform_tags(self):
"""
Gets the freeform_tags of this ModelDeployment.
Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See `Resource Tags`__.
Example: `{\"Department\": \"Finance\"}`
__ https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm
:return: The freeform_tags of this ModelDeployment.
:rtype: dict(str, str)
"""
return self._freeform_tags
@freeform_tags.setter
def freeform_tags(self, freeform_tags):
"""
Sets the freeform_tags of this ModelDeployment.
Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See `Resource Tags`__.
Example: `{\"Department\": \"Finance\"}`
__ https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm
:param freeform_tags: The freeform_tags of this ModelDeployment.
:type: dict(str, str)
"""
self._freeform_tags = freeform_tags
@property
def defined_tags(self):
"""
Gets the defined_tags of this ModelDeployment.
Defined tags for this resource. Each key is predefined and scoped to a namespace. See `Resource Tags`__.
Example: `{\"Operations\": {\"CostCenter\": \"42\"}}`
__ https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm
:return: The defined_tags of this ModelDeployment.
:rtype: dict(str, dict(str, object))
"""
return self._defined_tags
@defined_tags.setter
def defined_tags(self, defined_tags):
"""
Sets the defined_tags of this ModelDeployment.
Defined tags for this resource. Each key is predefined and scoped to a namespace. See `Resource Tags`__.
Example: `{\"Operations\": {\"CostCenter\": \"42\"}}`
__ https://docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm
:param defined_tags: The defined_tags of this ModelDeployment.
:type: dict(str, dict(str, object))
"""
self._defined_tags = defined_tags
def __repr__(self):
return formatted_flat_dict(self)
def __eq__(self, other):
if other is None:
return False
return self.__dict__ == other.__dict__
def __ne__(self, other):
return not self == other