Endpoint¶

class oci.generative_ai.models.Endpoint(**kwargs)¶

Bases: object

To host a custom model for inference, create an endpoint for that model on a dedicated AI cluster of type HOSTING.

To use any of the API operations, you must be authorized in an IAM policy. If you’re not authorized, talk to an administrator who gives OCI resource access to users. See Getting Started with Policies and Getting Access to Generative AI Resources.

Attributes

`LIFECYCLE_STATE_ACTIVE`	A constant which can be used with the lifecycle_state property of a Endpoint.
`LIFECYCLE_STATE_CREATING`	A constant which can be used with the lifecycle_state property of a Endpoint.
`LIFECYCLE_STATE_DELETED`	A constant which can be used with the lifecycle_state property of a Endpoint.
`LIFECYCLE_STATE_DELETING`	A constant which can be used with the lifecycle_state property of a Endpoint.
`LIFECYCLE_STATE_FAILED`	A constant which can be used with the lifecycle_state property of a Endpoint.
`LIFECYCLE_STATE_UPDATING`	A constant which can be used with the lifecycle_state property of a Endpoint.
`compartment_id`	[Required] Gets the compartment_id of this Endpoint.
`content_moderation_config`	Gets the content_moderation_config of this Endpoint.
`dedicated_ai_cluster_id`	[Required] Gets the dedicated_ai_cluster_id of this Endpoint.
`defined_tags`	Gets the defined_tags of this Endpoint.
`description`	Gets the description of this Endpoint.
`display_name`	Gets the display_name of this Endpoint.
`freeform_tags`	Gets the freeform_tags of this Endpoint.
`id`	[Required] Gets the id of this Endpoint.
`lifecycle_details`	Gets the lifecycle_details of this Endpoint.
`lifecycle_state`	[Required] Gets the lifecycle_state of this Endpoint.
`model_id`	[Required] Gets the model_id of this Endpoint.
`previous_state`	Gets the previous_state of this Endpoint.
`system_tags`	Gets the system_tags of this Endpoint.
`time_created`	[Required] Gets the time_created of this Endpoint.
`time_updated`	Gets the time_updated of this Endpoint.

Methods

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

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

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

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

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

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

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

__init__(**kwargs)¶

Initializes a new Endpoint 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 Endpoint.
display_name (str) – The value to assign to the display_name property of this Endpoint.
description (str) – The value to assign to the description property of this Endpoint.
model_id (str) – The value to assign to the model_id property of this Endpoint.
compartment_id (str) – The value to assign to the compartment_id property of this Endpoint.
dedicated_ai_cluster_id (str) – The value to assign to the dedicated_ai_cluster_id property of this Endpoint.
time_created (datetime) – The value to assign to the time_created property of this Endpoint.
time_updated (datetime) – The value to assign to the time_updated property of this Endpoint.
lifecycle_state (str) – The value to assign to the lifecycle_state property of this Endpoint. Allowed values for this property are: “ACTIVE”, “CREATING”, “UPDATING”, “DELETING”, “DELETED”, “FAILED”, ‘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 Endpoint.
content_moderation_config (oci.generative_ai.models.ContentModerationConfig) – The value to assign to the content_moderation_config property of this Endpoint.
previous_state (oci.generative_ai.models.Endpoint) – The value to assign to the previous_state property of this Endpoint.
freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this Endpoint.
defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this Endpoint.
system_tags (dict(str, dict(str, object))) – The value to assign to the system_tags property of this Endpoint.

compartment_id¶

[Required] Gets the compartment_id of this Endpoint. The compartment OCID to create the endpoint in.

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

content_moderation_config¶

Gets the content_moderation_config of this Endpoint.

Returns:	The content_moderation_config of this Endpoint.
Return type:	oci.generative_ai.models.ContentModerationConfig

dedicated_ai_cluster_id¶

[Required] Gets the dedicated_ai_cluster_id of this Endpoint. The OCID of the dedicated AI cluster on which the model will be deployed to.

Returns:	The dedicated_ai_cluster_id of this Endpoint.
Return type:	str

defined_tags¶

Gets the defined_tags of this Endpoint. Defined tags for this resource. Each key is predefined and scoped to a namespace. For more information, see Resource Tags.

Example: {“Operations”: {“CostCenter”: “42”}}

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

description¶

Gets the description of this Endpoint. An optional description of the endpoint.

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

display_name¶

Gets the display_name of this Endpoint. A user-friendly name. Does not have to be unique, and it’s changeable.

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

freeform_tags¶

Gets the freeform_tags of this Endpoint. Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. For more information, see Resource Tags.

Example: {“Department”: “Finance”}

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

id¶

[Required] Gets the id of this Endpoint. An OCID that uniquely identifies this endpoint resource.

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

lifecycle_details¶

Gets the lifecycle_details of this Endpoint. A message describing the current state of the endpoint in more detail that can provide actionable information.

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

lifecycle_state¶

[Required] Gets the lifecycle_state of this Endpoint. The current state of the endpoint.

Allowed values for this property are: “ACTIVE”, “CREATING”, “UPDATING”, “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 Endpoint.
Return type:	str

model_id¶

[Required] Gets the model_id of this Endpoint. The OCID of the model that’s used to create this endpoint.

Returns:	The model_id of this Endpoint.
Return type:	str

previous_state¶

Gets the previous_state of this Endpoint.

Returns:	The previous_state of this Endpoint.
Return type:	oci.generative_ai.models.Endpoint

system_tags¶

Gets the system_tags of this Endpoint. System tags for this resource. Each key is predefined and scoped to a namespace.

Example: {“orcl-cloud”: {“free-tier-retained”: “true”}}

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

time_created¶

[Required] Gets the time_created of this Endpoint. The date and time that the endpoint was created in the format of an RFC3339 datetime string.

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

time_updated¶

Gets the time_updated of this Endpoint. The date and time that the endpoint was updated in the format of an RFC3339 datetime string.

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