ModelGroup¶

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

Bases: object

Model group is a collection of the models. Model groups are represented by their associated metadata.

Attributes

`LIFECYCLE_STATE_ACTIVE`	A constant which can be used with the lifecycle_state property of a ModelGroup.
`LIFECYCLE_STATE_CREATING`	A constant which can be used with the lifecycle_state property of a ModelGroup.
`LIFECYCLE_STATE_DELETED`	A constant which can be used with the lifecycle_state property of a ModelGroup.
`LIFECYCLE_STATE_DELETING`	A constant which can be used with the lifecycle_state property of a ModelGroup.
`LIFECYCLE_STATE_FAILED`	A constant which can be used with the lifecycle_state property of a ModelGroup.
`LIFECYCLE_STATE_INACTIVE`	A constant which can be used with the lifecycle_state property of a ModelGroup.
`compartment_id`	[Required] Gets the compartment_id of this ModelGroup.
`create_type`	Gets the create_type of this ModelGroup.
`created_by`	[Required] Gets the created_by of this ModelGroup.
`defined_tags`	Gets the defined_tags of this ModelGroup.
`description`	Gets the description of this ModelGroup.
`display_name`	Gets the display_name of this ModelGroup.
`freeform_tags`	Gets the freeform_tags of this ModelGroup.
`id`	[Required] Gets the id of this ModelGroup.
`lifecycle_details`	Gets the lifecycle_details of this ModelGroup.
`lifecycle_state`	[Required] Gets the lifecycle_state of this ModelGroup.
`member_model_entries`	[Required] Gets the member_model_entries of this ModelGroup.
`model_group_details`	[Required] Gets the model_group_details of this ModelGroup.
`model_group_version_history_id`	Gets the model_group_version_history_id of this ModelGroup.
`model_group_version_history_name`	Gets the model_group_version_history_name of this ModelGroup.
`project_id`	[Required] Gets the project_id of this ModelGroup.
`source_model_group_id`	Gets the source_model_group_id of this ModelGroup.
`system_tags`	Gets the system_tags of this ModelGroup.
`time_created`	[Required] Gets the time_created of this ModelGroup.
`time_updated`	[Required] Gets the time_updated of this ModelGroup.
`version_id`	Gets the version_id of this ModelGroup.
`version_label`	Gets the version_label of this ModelGroup.

Methods

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

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

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

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

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

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

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

__init__(**kwargs)¶

Initializes a new ModelGroup 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 ModelGroup.
compartment_id (str) – The value to assign to the compartment_id property of this ModelGroup.
project_id (str) – The value to assign to the project_id property of this ModelGroup.
display_name (str) – The value to assign to the display_name property of this ModelGroup.
description (str) – The value to assign to the description property of this ModelGroup.
model_group_details (oci.data_science.models.ModelGroupDetails) – The value to assign to the model_group_details property of this ModelGroup.
member_model_entries (oci.data_science.models.MemberModelEntries) – The value to assign to the member_model_entries property of this ModelGroup.
freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this ModelGroup.
defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this ModelGroup.
system_tags (dict(str, dict(str, object))) – The value to assign to the system_tags property of this ModelGroup.
lifecycle_state (str) – The value to assign to the lifecycle_state property of this ModelGroup. Allowed values for this property are: “CREATING”, “ACTIVE”, “FAILED”, “INACTIVE”, “DELETING”, “DELETED”, ‘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 ModelGroup.
time_created (datetime) – The value to assign to the time_created property of this ModelGroup.
time_updated (datetime) – The value to assign to the time_updated property of this ModelGroup.
created_by (str) – The value to assign to the created_by property of this ModelGroup.
model_group_version_history_id (str) – The value to assign to the model_group_version_history_id property of this ModelGroup.
model_group_version_history_name (str) – The value to assign to the model_group_version_history_name property of this ModelGroup.
version_label (str) – The value to assign to the version_label property of this ModelGroup.
version_id (int) – The value to assign to the version_id property of this ModelGroup.
create_type (str) – The value to assign to the create_type property of this ModelGroup.
source_model_group_id (str) – The value to assign to the source_model_group_id property of this ModelGroup.

compartment_id¶

[Required] Gets the compartment_id of this ModelGroup. The OCID of the modelGroup’s compartment.

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

create_type¶

Gets the create_type of this ModelGroup. The type of the model group create operation.

Returns:	The create_type of this ModelGroup.
Return type:	str

created_by¶

[Required] Gets the created_by of this ModelGroup. The OCID of the user who created the modelGroup.

Returns:	The created_by of this ModelGroup.
Return type:	str

defined_tags¶

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

description¶

Gets the description of this ModelGroup. A short description of the modelGroup.

Returns:	The description of this ModelGroup.
Return type:	str

display_name¶

Gets the display_name of this ModelGroup. 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 ModelGroup.
Return type:	str

freeform_tags¶

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

id¶

[Required] Gets the id of this ModelGroup. The OCID of the modelGroup.

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

lifecycle_details¶

Gets the lifecycle_details of this ModelGroup. Details about the lifecycle state of the model group.

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

lifecycle_state¶

[Required] Gets the lifecycle_state of this ModelGroup. The state of the modelGroup.

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

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

member_model_entries¶

[Required] Gets the member_model_entries of this ModelGroup.

Returns:	The member_model_entries of this ModelGroup.
Return type:	oci.data_science.models.MemberModelEntries

model_group_details¶

[Required] Gets the model_group_details of this ModelGroup.

Returns:	The model_group_details of this ModelGroup.
Return type:	oci.data_science.models.ModelGroupDetails

model_group_version_history_id¶

Gets the model_group_version_history_id of this ModelGroup. The OCID of the model group version history to which the modelGroup is associated.

Returns:	The model_group_version_history_id of this ModelGroup.
Return type:	str

model_group_version_history_name¶

Gets the model_group_version_history_name of this ModelGroup. The name of the model group version history to which the model group is associated.

Returns:	The model_group_version_history_name of this ModelGroup.
Return type:	str

project_id¶

[Required] Gets the project_id of this ModelGroup. The OCID of the project associated with the modelGroup.

Returns:	The project_id of this ModelGroup.
Return type:	str

source_model_group_id¶

Gets the source_model_group_id of this ModelGroup. The OCID of the model group used for the clone operation.

Returns:	The source_model_group_id of this ModelGroup.
Return type:	str

system_tags¶

Gets the system_tags of this ModelGroup. 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 ModelGroup.
Return type:	dict(str, dict(str, object))

time_created¶

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

time_updated¶

[Required] Gets the time_updated of this ModelGroup. The date and time the resource was updated in the timestamp format defined by RFC3339. Example: 2019-08-25T21:10:29.41Z

Returns:	The time_updated of this ModelGroup.
Return type:	datetime

version_id¶

Gets the version_id of this ModelGroup. Unique identifier assigned to each version of the model group. It would be auto-incremented number generated by service.

Returns:	The version_id of this ModelGroup.
Return type:	int

version_label¶

Gets the version_label of this ModelGroup. An additional description of the lifecycle state of the model group.

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