ModelDeployment

class oci.data_science.models.ModelDeployment(**kwargs)

Bases: object

Model deployments are used by data scientists to perform predictions from the model hosted on an HTTP server.

Attributes

LIFECYCLE_STATE_ACTIVE A constant which can be used with the lifecycle_state property of a ModelDeployment.
LIFECYCLE_STATE_CREATING A constant which can be used with the lifecycle_state property of a ModelDeployment.
LIFECYCLE_STATE_DELETED A constant which can be used with the lifecycle_state property of a ModelDeployment.
LIFECYCLE_STATE_DELETING A constant which can be used with the lifecycle_state property of a ModelDeployment.
LIFECYCLE_STATE_FAILED A constant which can be used with the lifecycle_state property of a ModelDeployment.
LIFECYCLE_STATE_INACTIVE A constant which can be used with the lifecycle_state property of a ModelDeployment.
LIFECYCLE_STATE_NEEDS_ATTENTION A constant which can be used with the lifecycle_state property of a ModelDeployment.
LIFECYCLE_STATE_UPDATING A constant which can be used with the lifecycle_state property of a ModelDeployment.
category_log_details Gets the category_log_details of this ModelDeployment.
compartment_id [Required] Gets the compartment_id of this ModelDeployment.
created_by [Required] Gets the created_by of this ModelDeployment.
defined_tags Gets the defined_tags of this ModelDeployment.
description Gets the description of this ModelDeployment.
display_name [Required] Gets the display_name of this ModelDeployment.
freeform_tags Gets the freeform_tags of this ModelDeployment.
id [Required] Gets the id of this ModelDeployment.
lifecycle_details Gets the lifecycle_details of this ModelDeployment.
lifecycle_state [Required] Gets the lifecycle_state of this ModelDeployment.
model_deployment_configuration_details Gets the model_deployment_configuration_details of this ModelDeployment.
model_deployment_system_data Gets the model_deployment_system_data of this ModelDeployment.
model_deployment_url [Required] Gets the model_deployment_url of this ModelDeployment.
project_id [Required] Gets the project_id of this ModelDeployment.
time_created [Required] Gets the time_created of this ModelDeployment.

Methods

__init__(**kwargs) Initializes a new ModelDeployment object with values from keyword arguments.
LIFECYCLE_STATE_ACTIVE = 'ACTIVE'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “ACTIVE”

LIFECYCLE_STATE_CREATING = 'CREATING'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “CREATING”

LIFECYCLE_STATE_DELETED = 'DELETED'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “DELETED”

LIFECYCLE_STATE_DELETING = 'DELETING'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “DELETING”

LIFECYCLE_STATE_FAILED = 'FAILED'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “FAILED”

LIFECYCLE_STATE_INACTIVE = 'INACTIVE'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “INACTIVE”

LIFECYCLE_STATE_NEEDS_ATTENTION = 'NEEDS_ATTENTION'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “NEEDS_ATTENTION”

LIFECYCLE_STATE_UPDATING = 'UPDATING'

A constant which can be used with the lifecycle_state property of a ModelDeployment. This constant has a value of “UPDATING”

__init__(**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):

Parameters:
  • id (str) – The value to assign to the id property of this ModelDeployment.
  • time_created (datetime) – The value to assign to the time_created property of this ModelDeployment.
  • display_name (str) – The value to assign to the display_name property of this ModelDeployment.
  • description (str) – The value to assign to the description property of this ModelDeployment.
  • project_id (str) – The value to assign to the project_id property of this ModelDeployment.
  • created_by (str) – The value to assign to the created_by property of this ModelDeployment.
  • compartment_id (str) – The value to assign to the compartment_id property of this ModelDeployment.
  • model_deployment_configuration_details (oci.data_science.models.ModelDeploymentConfigurationDetails) – The value to assign to the model_deployment_configuration_details property of this ModelDeployment.
  • category_log_details (oci.data_science.models.CategoryLogDetails) – The value to assign to the category_log_details property of this ModelDeployment.
  • model_deployment_url (str) – The value to assign to the model_deployment_url property of this ModelDeployment.
  • model_deployment_system_data (oci.data_science.models.ModelDeploymentSystemData) – The value to assign to the model_deployment_system_data property of this ModelDeployment.
  • lifecycle_state (str) – 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’.
  • lifecycle_details (str) – The value to assign to the lifecycle_details property of this ModelDeployment.
  • freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this ModelDeployment.
  • defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this ModelDeployment.
category_log_details

Gets the category_log_details of this ModelDeployment.

Returns:The category_log_details of this ModelDeployment.
Return type:oci.data_science.models.CategoryLogDetails
compartment_id

[Required] Gets the compartment_id of this ModelDeployment. The OCID of the model deployment’s compartment.

Returns:The compartment_id of this ModelDeployment.
Return type:str
created_by

[Required] Gets the created_by of this ModelDeployment. The OCID of the user who created the model deployment.

Returns:The created_by of this ModelDeployment.
Return type:str
defined_tags

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”}}

Returns:The defined_tags of this ModelDeployment.
Return type:dict(str, dict(str, object))
description

Gets the description of this ModelDeployment. A short description of the model deployment.

Returns:The description of this ModelDeployment.
Return type:str
display_name

[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

Returns:The display_name of this ModelDeployment.
Return type:str
freeform_tags

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”}

Returns:The freeform_tags of this ModelDeployment.
Return type:dict(str, str)
id

[Required] Gets the id of this ModelDeployment. The OCID of the model deployment.

Returns:The id of this ModelDeployment.
Return type:str
lifecycle_details

Gets the lifecycle_details of this ModelDeployment. Details about the state of the model deployment.

Returns:The lifecycle_details of this ModelDeployment.
Return type:str
lifecycle_state

[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’.

Returns:The lifecycle_state of this ModelDeployment.
Return type:str
model_deployment_configuration_details

Gets the model_deployment_configuration_details of this ModelDeployment.

Returns:The model_deployment_configuration_details of this ModelDeployment.
Return type:oci.data_science.models.ModelDeploymentConfigurationDetails
model_deployment_system_data

Gets the model_deployment_system_data of this ModelDeployment.

Returns:The model_deployment_system_data of this ModelDeployment.
Return type:oci.data_science.models.ModelDeploymentSystemData
model_deployment_url

[Required] Gets the model_deployment_url of this ModelDeployment. The URL to interact with the model deployment.

Returns:The model_deployment_url of this ModelDeployment.
Return type:str
project_id

[Required] Gets the project_id of this ModelDeployment. The OCID of the project associated with the model deployment.

Returns:The project_id of this ModelDeployment.
Return type:str
time_created

[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

Returns:The time_created of this ModelDeployment.
Return type:datetime