ModelSummary

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

Bases: object

Summary information for a model.

Attributes

LIFECYCLE_STATE_ACTIVE A constant which can be used with the lifecycle_state property of a ModelSummary.
LIFECYCLE_STATE_DELETED A constant which can be used with the lifecycle_state property of a ModelSummary.
LIFECYCLE_STATE_FAILED A constant which can be used with the lifecycle_state property of a ModelSummary.
LIFECYCLE_STATE_INACTIVE A constant which can be used with the lifecycle_state property of a ModelSummary.
compartment_id [Required] Gets the compartment_id of this ModelSummary.
created_by [Required] Gets the created_by of this ModelSummary.
defined_tags Gets the defined_tags of this ModelSummary.
display_name [Required] Gets the display_name of this ModelSummary.
freeform_tags Gets the freeform_tags of this ModelSummary.
id [Required] Gets the id of this ModelSummary.
lifecycle_details Gets the lifecycle_details of this ModelSummary.
lifecycle_state [Required] Gets the lifecycle_state of this ModelSummary.
model_version_set_id [Required] Gets the model_version_set_id of this ModelSummary.
model_version_set_name [Required] Gets the model_version_set_name of this ModelSummary.
project_id [Required] Gets the project_id of this ModelSummary.
time_created [Required] Gets the time_created of this ModelSummary.
version_id [Required] Gets the version_id of this ModelSummary.
version_label [Required] Gets the version_label of this ModelSummary.

Methods

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

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

LIFECYCLE_STATE_DELETED = 'DELETED'

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

LIFECYCLE_STATE_FAILED = 'FAILED'

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

LIFECYCLE_STATE_INACTIVE = 'INACTIVE'

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

__init__(**kwargs)

Initializes a new ModelSummary object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:
  • compartment_id (str) – The value to assign to the compartment_id property of this ModelSummary.
  • project_id (str) – The value to assign to the project_id property of this ModelSummary.
  • id (str) – The value to assign to the id property of this ModelSummary.
  • display_name (str) – The value to assign to the display_name property of this ModelSummary.
  • created_by (str) – The value to assign to the created_by property of this ModelSummary.
  • time_created (datetime) – The value to assign to the time_created property of this ModelSummary.
  • lifecycle_state (str) – The value to assign to the lifecycle_state property of this ModelSummary. Allowed values for this property are: “ACTIVE”, “DELETED”, “FAILED”, “INACTIVE”, ‘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 ModelSummary.
  • model_version_set_id (str) – The value to assign to the model_version_set_id property of this ModelSummary.
  • model_version_set_name (str) – The value to assign to the model_version_set_name property of this ModelSummary.
  • version_id (int) – The value to assign to the version_id property of this ModelSummary.
  • version_label (str) – The value to assign to the version_label property of this ModelSummary.
  • freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this ModelSummary.
  • defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this ModelSummary.
compartment_id

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

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

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

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

Gets the defined_tags of this ModelSummary. 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 ModelSummary.
Return type:dict(str, dict(str, object))
display_name

[Required] Gets the display_name of this ModelSummary. A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information.

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

Gets the freeform_tags of this ModelSummary. 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 ModelSummary.
Return type:dict(str, str)
id

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

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

Gets the lifecycle_details of this ModelSummary. Details about the lifecycle state of the model.

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

[Required] Gets the lifecycle_state of this ModelSummary. The state of the model.

Allowed values for this property are: “ACTIVE”, “DELETED”, “FAILED”, “INACTIVE”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:The lifecycle_state of this ModelSummary.
Return type:str
model_version_set_id

[Required] Gets the model_version_set_id of this ModelSummary. The OCID of the model version set that the model is associated to.

Returns:The model_version_set_id of this ModelSummary.
Return type:str
model_version_set_name

[Required] Gets the model_version_set_name of this ModelSummary. The name of the model version set that the model is associated to.

Returns:The model_version_set_name of this ModelSummary.
Return type:str
project_id

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

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

[Required] Gets the time_created of this ModelSummary. 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 ModelSummary.
Return type:datetime
version_id

[Required] Gets the version_id of this ModelSummary. Unique identifier assigned to each version of the model.

Returns:The version_id of this ModelSummary.
Return type:int
version_label

[Required] Gets the version_label of this ModelSummary. The version label can add an additional description of the lifecycle state of the model or the application using and training the model.

Returns:The version_label of this ModelSummary.
Return type:str