MlApplicationInstanceView¶

class oci.data_science.models.MlApplicationInstanceView(**kwargs)¶

Bases: object

Representation of ML Application Instance which providers use for instance observability.

Attributes

`LIFECYCLE_STATE_ACTIVE`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_STATE_CREATING`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_STATE_DELETED`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_STATE_DELETING`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_STATE_FAILED`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_STATE_INACTIVE`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_STATE_NEEDS_ATTENTION`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_STATE_UPDATING`	A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_ACTIVE`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_CREATING`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_DELETED`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_DELETING`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_FAILED`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_INACTIVE`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_NEEDS_ATTENTION`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_NON_RECOVERABLE_PROVIDER_ISSUE`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_NON_RECOVERABLE_SERVICE_ISSUE`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_RECOVERABLE_PROVIDER_ISSUE`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_RECOVERABLE_SERVICE_ISSUE`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_UPDATING`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`LIFECYCLE_SUBSTATE_UPGRADING`	A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView.
`auth_configuration`	Gets the auth_configuration of this MlApplicationInstanceView.
`compartment_id`	[Required] Gets the compartment_id of this MlApplicationInstanceView.
`configuration`	Gets the configuration of this MlApplicationInstanceView.
`defined_tags`	[Required] Gets the defined_tags of this MlApplicationInstanceView.
`display_name`	[Required] Gets the display_name of this MlApplicationInstanceView.
`freeform_tags`	[Required] Gets the freeform_tags of this MlApplicationInstanceView.
`id`	[Required] Gets the id of this MlApplicationInstanceView.
`instance_components`	Gets the instance_components of this MlApplicationInstanceView.
`is_enabled`	[Required] Gets the is_enabled of this MlApplicationInstanceView.
`lifecycle_details`	[Required] Gets the lifecycle_details of this MlApplicationInstanceView.
`lifecycle_state`	[Required] Gets the lifecycle_state of this MlApplicationInstanceView.
`lifecycle_substate`	[Required] Gets the lifecycle_substate of this MlApplicationInstanceView.
`ml_application_id`	[Required] Gets the ml_application_id of this MlApplicationInstanceView.
`ml_application_implementation_id`	[Required] Gets the ml_application_implementation_id of this MlApplicationInstanceView.
`ml_application_implementation_name`	[Required] Gets the ml_application_implementation_name of this MlApplicationInstanceView.
`ml_application_implementation_version_id`	[Required] Gets the ml_application_implementation_version_id of this MlApplicationInstanceView.
`ml_application_instance_id`	[Required] Gets the ml_application_instance_id of this MlApplicationInstanceView.
`ml_application_name`	[Required] Gets the ml_application_name of this MlApplicationInstanceView.
`package_version`	[Required] Gets the package_version of this MlApplicationInstanceView.
`prediction_endpoint_details`	Gets the prediction_endpoint_details of this MlApplicationInstanceView.
`system_tags`	Gets the system_tags of this MlApplicationInstanceView.
`time_created`	[Required] Gets the time_created of this MlApplicationInstanceView.

Methods

__init__(**kwargs) Initializes a new MlApplicationInstanceView object with values from keyword arguments.

LIFECYCLE_STATE_ACTIVE = 'ACTIVE'¶: A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView. This constant has a value of “ACTIVE”

LIFECYCLE_STATE_CREATING = 'CREATING'¶: A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView. This constant has a value of “CREATING”

LIFECYCLE_STATE_DELETED = 'DELETED'¶: A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView. This constant has a value of “DELETED”

LIFECYCLE_STATE_DELETING = 'DELETING'¶: A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView. This constant has a value of “DELETING”

LIFECYCLE_STATE_FAILED = 'FAILED'¶: A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView. This constant has a value of “FAILED”

LIFECYCLE_STATE_INACTIVE = 'INACTIVE'¶: A constant which can be used with the lifecycle_state property of a MlApplicationInstanceView. 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 MlApplicationInstanceView. 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 MlApplicationInstanceView. This constant has a value of “UPDATING”

LIFECYCLE_SUBSTATE_ACTIVE = 'ACTIVE'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “ACTIVE”

LIFECYCLE_SUBSTATE_CREATING = 'CREATING'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “CREATING”

LIFECYCLE_SUBSTATE_DELETED = 'DELETED'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “DELETED”

LIFECYCLE_SUBSTATE_DELETING = 'DELETING'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “DELETING”

LIFECYCLE_SUBSTATE_FAILED = 'FAILED'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “FAILED”

LIFECYCLE_SUBSTATE_INACTIVE = 'INACTIVE'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “INACTIVE”

LIFECYCLE_SUBSTATE_NEEDS_ATTENTION = 'NEEDS_ATTENTION'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “NEEDS_ATTENTION”

LIFECYCLE_SUBSTATE_NON_RECOVERABLE_PROVIDER_ISSUE = 'NON_RECOVERABLE_PROVIDER_ISSUE'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “NON_RECOVERABLE_PROVIDER_ISSUE”

LIFECYCLE_SUBSTATE_NON_RECOVERABLE_SERVICE_ISSUE = 'NON_RECOVERABLE_SERVICE_ISSUE'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “NON_RECOVERABLE_SERVICE_ISSUE”

LIFECYCLE_SUBSTATE_RECOVERABLE_PROVIDER_ISSUE = 'RECOVERABLE_PROVIDER_ISSUE'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “RECOVERABLE_PROVIDER_ISSUE”

LIFECYCLE_SUBSTATE_RECOVERABLE_SERVICE_ISSUE = 'RECOVERABLE_SERVICE_ISSUE'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “RECOVERABLE_SERVICE_ISSUE”

LIFECYCLE_SUBSTATE_UPDATING = 'UPDATING'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “UPDATING”

LIFECYCLE_SUBSTATE_UPGRADING = 'UPGRADING'¶: A constant which can be used with the lifecycle_substate property of a MlApplicationInstanceView. This constant has a value of “UPGRADING”

__init__(**kwargs)¶

Initializes a new MlApplicationInstanceView 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 MlApplicationInstanceView.
display_name (str) – The value to assign to the display_name property of this MlApplicationInstanceView.
ml_application_instance_id (str) – The value to assign to the ml_application_instance_id property of this MlApplicationInstanceView.
ml_application_id (str) – The value to assign to the ml_application_id property of this MlApplicationInstanceView.
ml_application_name (str) – The value to assign to the ml_application_name property of this MlApplicationInstanceView.
ml_application_implementation_id (str) – The value to assign to the ml_application_implementation_id property of this MlApplicationInstanceView.
ml_application_implementation_name (str) – The value to assign to the ml_application_implementation_name property of this MlApplicationInstanceView.
package_version (str) – The value to assign to the package_version property of this MlApplicationInstanceView.
ml_application_implementation_version_id (str) – The value to assign to the ml_application_implementation_version_id property of this MlApplicationInstanceView.
auth_configuration (oci.data_science.models.AuthConfiguration) – The value to assign to the auth_configuration property of this MlApplicationInstanceView.
configuration (list[oci.data_science.models.ConfigurationProperty]) – The value to assign to the configuration property of this MlApplicationInstanceView.
is_enabled (bool) – The value to assign to the is_enabled property of this MlApplicationInstanceView.
instance_components (list[oci.data_science.models.InstanceComponent]) – The value to assign to the instance_components property of this MlApplicationInstanceView.
compartment_id (str) – The value to assign to the compartment_id property of this MlApplicationInstanceView.
prediction_endpoint_details (oci.data_science.models.PredictionEndpointDetails) – The value to assign to the prediction_endpoint_details property of this MlApplicationInstanceView.
time_created (datetime) – The value to assign to the time_created property of this MlApplicationInstanceView.
lifecycle_state (str) – The value to assign to the lifecycle_state property of this MlApplicationInstanceView. Allowed values for this property are: “CREATING”, “UPDATING”, “ACTIVE”, “INACTIVE”, “DELETING”, “DELETED”, “NEEDS_ATTENTION”, “FAILED”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
lifecycle_substate (str) – The value to assign to the lifecycle_substate property of this MlApplicationInstanceView. Allowed values for this property are: “CREATING”, “UPDATING”, “UPGRADING”, “ACTIVE”, “INACTIVE”, “DELETING”, “DELETED”, “NEEDS_ATTENTION”, “FAILED”, “NON_RECOVERABLE_PROVIDER_ISSUE”, “RECOVERABLE_PROVIDER_ISSUE”, “NON_RECOVERABLE_SERVICE_ISSUE”, “RECOVERABLE_SERVICE_ISSUE”, ‘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 MlApplicationInstanceView.
freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this MlApplicationInstanceView.
defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this MlApplicationInstanceView.
system_tags (dict(str, dict(str, object))) – The value to assign to the system_tags property of this MlApplicationInstanceView.

auth_configuration¶

Gets the auth_configuration of this MlApplicationInstanceView.

Returns:	The auth_configuration of this MlApplicationInstanceView.
Return type:	oci.data_science.models.AuthConfiguration

compartment_id¶

[Required] Gets the compartment_id of this MlApplicationInstanceView. The OCID of the compartment where the MlApplicationInstanceView is created.

Returns:	The compartment_id of this MlApplicationInstanceView.
Return type:	str

configuration¶

Gets the configuration of this MlApplicationInstanceView. This field is a copy from MlApplicationInstance created by the consumer. Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplication.

Returns:	The configuration of this MlApplicationInstanceView.
Return type:	list[oci.data_science.models.ConfigurationProperty]

defined_tags¶

[Required] Gets the defined_tags of this MlApplicationInstanceView. 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 MlApplicationInstanceView.
Return type:	dict(str, dict(str, object))

display_name¶

[Required] Gets the display_name of this MlApplicationInstanceView. The name of the MlApplicationInstance (created by the consumer) which this MlApplicationInstanceView is mirroring.

Returns:	The display_name of this MlApplicationInstanceView.
Return type:	str

freeform_tags¶

[Required] Gets the freeform_tags of this MlApplicationInstanceView. 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 MlApplicationInstanceView.
Return type:	dict(str, str)

id¶

[Required] Gets the id of this MlApplicationInstanceView. The OCID of the MlApplicationInstanceView. Unique identifier that is immutable after creation

Returns:	The id of this MlApplicationInstanceView.
Return type:	str

instance_components¶

Gets the instance_components of this MlApplicationInstanceView. References (Identifiers) for components dedicated to this instance.

Returns:	The instance_components of this MlApplicationInstanceView.
Return type:	list[oci.data_science.models.InstanceComponent]

is_enabled¶

[Required] Gets the is_enabled of this MlApplicationInstanceView. This field is a copy from MlApplicationInstance created by the consumer. States whether the MlApplicationInstance is supposed to be in ACTIVE lifecycle state.

Returns:	The is_enabled of this MlApplicationInstanceView.
Return type:	bool

lifecycle_details¶

[Required] Gets the lifecycle_details of this MlApplicationInstanceView. A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.

Returns:	The lifecycle_details of this MlApplicationInstanceView.
Return type:	str

lifecycle_state¶

[Required] Gets the lifecycle_state of this MlApplicationInstanceView. The current state of the MlApplicationInstance(View).

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

Returns:	The lifecycle_state of this MlApplicationInstanceView.
Return type:	str

lifecycle_substate¶

[Required] Gets the lifecycle_substate of this MlApplicationInstanceView. The current substate of the MlApplicationInstance(View). The substate has MlApplicationInstance(View) specific values in comparison with lifecycleState which has standard values common for all OCI resources. The NEEDS_ATTENTION and FAILED substates are deprecated in favor of (NON_)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.

Allowed values for this property are: “CREATING”, “UPDATING”, “UPGRADING”, “ACTIVE”, “INACTIVE”, “DELETING”, “DELETED”, “NEEDS_ATTENTION”, “FAILED”, “NON_RECOVERABLE_PROVIDER_ISSUE”, “RECOVERABLE_PROVIDER_ISSUE”, “NON_RECOVERABLE_SERVICE_ISSUE”, “RECOVERABLE_SERVICE_ISSUE”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The lifecycle_substate of this MlApplicationInstanceView.
Return type:	str

ml_application_id¶

[Required] Gets the ml_application_id of this MlApplicationInstanceView. This field is a copy from MlApplicationInstance created by the consumer. The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.

Returns:	The ml_application_id of this MlApplicationInstanceView.
Return type:	str

ml_application_implementation_id¶

[Required] Gets the ml_application_implementation_id of this MlApplicationInstanceView. This field is a copy from MlApplicationInstance created by the consumer. The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

Returns:	The ml_application_implementation_id of this MlApplicationInstanceView.
Return type:	str

ml_application_implementation_name¶

[Required] Gets the ml_application_implementation_name of this MlApplicationInstanceView. This field is a copy from MlApplicationInstance created by the consumer. The name of Ml Application Implemenation (based on mlApplicationImplementationId)

Returns:	The ml_application_implementation_name of this MlApplicationInstanceView.
Return type:	str

ml_application_implementation_version_id¶

[Required] Gets the ml_application_implementation_version_id of this MlApplicationInstanceView. The OCID of the MlApplicationImplementationVersion

Returns:	The ml_application_implementation_version_id of this MlApplicationInstanceView.
Return type:	str

ml_application_instance_id¶

[Required] Gets the ml_application_instance_id of this MlApplicationInstanceView. The OCID of the MlApplicationInstance (created by the consumer) which this MlApplicationInstanceView is mirroring.

Returns:	The ml_application_instance_id of this MlApplicationInstanceView.
Return type:	str

ml_application_name¶

[Required] Gets the ml_application_name of this MlApplicationInstanceView. The name of ML Application (based on mlApplicationId).

Returns:	The ml_application_name of this MlApplicationInstanceView.
Return type:	str

package_version¶

[Required] Gets the package_version of this MlApplicationInstanceView. Version of MlApplication package which is currently used by this MlApplicationInstance.

Returns:	The package_version of this MlApplicationInstanceView.
Return type:	str

prediction_endpoint_details¶

Gets the prediction_endpoint_details of this MlApplicationInstanceView.

Returns:	The prediction_endpoint_details of this MlApplicationInstanceView.
Return type:	oci.data_science.models.PredictionEndpointDetails

system_tags¶

Gets the system_tags of this MlApplicationInstanceView. Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {“orcl-cloud”: {“free-tier-retained”: “true”}}

Returns:	The system_tags of this MlApplicationInstanceView.
Return type:	dict(str, dict(str, object))

time_created¶

[Required] Gets the time_created of this MlApplicationInstanceView. The time the the MlApplicationInstanceView was created. An RFC3339 formatted datetime string

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