ModelVersionSet¶

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

Bases: object

A model version set to associate different versions of machine learning models.

Attributes

`CATEGORY_SERVICE`	A constant which can be used with the category property of a ModelVersionSet.
`CATEGORY_USER`	A constant which can be used with the category property of a ModelVersionSet.
`LIFECYCLE_STATE_ACTIVE`	A constant which can be used with the lifecycle_state property of a ModelVersionSet.
`LIFECYCLE_STATE_DELETED`	A constant which can be used with the lifecycle_state property of a ModelVersionSet.
`LIFECYCLE_STATE_DELETING`	A constant which can be used with the lifecycle_state property of a ModelVersionSet.
`LIFECYCLE_STATE_FAILED`	A constant which can be used with the lifecycle_state property of a ModelVersionSet.
`category`	[Required] Gets the category of this ModelVersionSet.
`compartment_id`	[Required] Gets the compartment_id of this ModelVersionSet.
`created_by`	[Required] Gets the created_by of this ModelVersionSet.
`defined_tags`	Gets the defined_tags of this ModelVersionSet.
`description`	[Required] Gets the description of this ModelVersionSet.
`freeform_tags`	Gets the freeform_tags of this ModelVersionSet.
`id`	[Required] Gets the id of this ModelVersionSet.
`lifecycle_state`	[Required] Gets the lifecycle_state of this ModelVersionSet.
`name`	[Required] Gets the name of this ModelVersionSet.
`project_id`	[Required] Gets the project_id of this ModelVersionSet.
`system_tags`	Gets the system_tags of this ModelVersionSet.
`time_created`	[Required] Gets the time_created of this ModelVersionSet.
`time_updated`	[Required] Gets the time_updated of this ModelVersionSet.

Methods

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

CATEGORY_SERVICE = 'SERVICE'¶: A constant which can be used with the category property of a ModelVersionSet. This constant has a value of “SERVICE”

CATEGORY_USER = 'USER'¶: A constant which can be used with the category property of a ModelVersionSet. This constant has a value of “USER”

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

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

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

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

__init__(**kwargs)¶

Initializes a new ModelVersionSet 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 ModelVersionSet.
compartment_id (str) – The value to assign to the compartment_id property of this ModelVersionSet.
project_id (str) – The value to assign to the project_id property of this ModelVersionSet.
name (str) – The value to assign to the name property of this ModelVersionSet.
description (str) – The value to assign to the description property of this ModelVersionSet.
lifecycle_state (str) – The value to assign to the lifecycle_state property of this ModelVersionSet. Allowed values for this property are: “ACTIVE”, “DELETING”, “DELETED”, “FAILED”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
time_created (datetime) – The value to assign to the time_created property of this ModelVersionSet.
time_updated (datetime) – The value to assign to the time_updated property of this ModelVersionSet.
created_by (str) – The value to assign to the created_by property of this ModelVersionSet.
category (str) – The value to assign to the category property of this ModelVersionSet. Allowed values for this property are: “USER”, “SERVICE”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this ModelVersionSet.
defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this ModelVersionSet.
system_tags (dict(str, dict(str, object))) – The value to assign to the system_tags property of this ModelVersionSet.

category¶

[Required] Gets the category of this ModelVersionSet. The category of the model version set.

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

Returns:	The category of this ModelVersionSet.
Return type:	str

compartment_id¶

[Required] Gets the compartment_id of this ModelVersionSet. The OCID of the model version set compartment.

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

created_by¶

[Required] Gets the created_by of this ModelVersionSet. The OCID of the user who created the model version set.

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

defined_tags¶

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

description¶

[Required] Gets the description of this ModelVersionSet. A short description of the model version set.

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

freeform_tags¶

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

id¶

[Required] Gets the id of this ModelVersionSet. The OCID of the model version set.

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

lifecycle_state¶

[Required] Gets the lifecycle_state of this ModelVersionSet. The state of the model version set.

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

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

name¶

[Required] Gets the name of this ModelVersionSet. A user-friendly name for the resource.

Returns:	The name of this ModelVersionSet.
Return type:	str

project_id¶

[Required] Gets the project_id of this ModelVersionSet. The OCID of the project associated with the model version set.

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

system_tags¶

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

time_created¶

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

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

time_updated¶

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

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