Python SDK Models

note

Please note that only AnyscaleSDK and imports under anyscale.sdk are considered public.

AWSNodeOptions

The specific subset of AWS API options we want to support. See https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/ec2.html#EC2.ServiceResource.create_instances

Name	Type	Description	Notes
block_device_mappings	List[BlockDeviceMapping]		[optional][default to null]
iam_instance_profile	IamInstanceProfileSpecification		[optional][default to null]
security_group_ids	List[str]		[optional][default to null]
subnet_id	str		[optional][default to null]
tag_specifications	List[AWSTagSpecification]		[optional][default to null]
network_interfaces	List[NetworkInterface]	The network interfaces to associate with the instance. If you specify a network interface, you must specify any security groups and subnets as part of the network interface.	[optional][default to null]
placement	object		[optional][default to null]
launch_template	object		[optional][default to null]
capacity_reservation_specification	object		[optional][default to null]

AWSTag

Name	Type	Description	Notes
key	str		[default to null]
value	str		[default to null]

AWSTagSpecification

Name	Type	Description	Notes
resource_type	str		[default to null]
tags	List[AWSTag]		[default to null]

AccessConfig

Name	Type	Description	Notes
use_bearer_token	bool	Flag to enable auth token. Default value is True	[optional][default to true]

AppConfig

Name	Type	Description	Notes
id	str	Server assigned unique identifier.	[default to null]
name	str	Name of the App Config.	[default to null]
project_id	str	ID of the Project this App Config is for.	[optional][default to null]
organization_id	str	ID of the Organization this App Config was created in.	[default to null]
creator_id	str	ID of the User that created this record.	[default to null]
created_at	datetime	Timestamp of when this record was created.	[default to null]
last_modified_at	datetime	Timestamp of when this record was last updated.	[default to null]
deleted_at	datetime	Timestamp of when this record was deleted.	[optional][default to null]
is_default	bool	True if this App Config is created and managed by anyscale	[optional][default to false]
anonymous	bool	True if this is an anonymous app config.	[optional][default to false]

AppConfigConfigSchema

Name	Type	Description	Notes
base_image	BASEIMAGESENUM	The base image used in the app config. It needs to be one of the base images that we ever supported (BASE_IMAGES_HISTORY).	[default to null]
env_vars	object	Environment varibles in the docker image that'll be used at runtime.	[optional][default to null]
debian_packages	List[str]	List of debian packages that'll be included in the image.	[optional][default to null]
python	PythonModules	Python related dependencies.	[optional][default to null]
post_build_cmds	List[str]	List of post build commands that'll be included in the image. For multi-line commands, please make sure those are provided as a single string and not split across multiple strings in the list.	[optional][default to null]

AppconfigListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[AppConfig]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

AppconfigResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	AppConfig		[default to null]

ApplyProductionServiceV2Model

DEPRECATED. Please use ApplyServiceModel with new sdk calls.

Name	Type	Description	Notes
name	str	Name of the Service	[default to null]
description	str	Description of the Service	[optional][default to null]
project_id	str	Id of the project this Service will start clusters in	[optional][default to null]
version	str	A version string that represents the version for this service. Will be populated with the hash of the config if not specified.	[optional][default to null]
canary_percent	int	A manual target percent for this service. If this field is not set, the service will automatically roll out. If set, this should be a number between 0 and 100. The newly created version will have weight `canary_percent` and the existing version will have `100 - canary_percent`.	[optional][default to null]
ray_serve_config	object	The Ray Serve config to use for this service. This config defines your Ray Serve application, and will be passed directly to Ray Serve. You can learn more about Ray Serve config files here: https://docs.ray.io/en/latest/serve/production-guide/config.html	[default to null]
build_id	str	The id of the cluster env build. This id will determine the docker image your Service is run using.	[default to null]
compute_config_id	str	The id of the compute configuration that you want to use. This id will specify the resources required for your ServiceThe compute template includes a `cloud_id` that must be fixed for each service.	[default to null]
config	ServiceConfig	Target Service's configuration	[optional][default to null]
rollout_strategy	RolloutStrategy	Strategy for rollout. The ROLLOUT strategy will deploy your Ray Serve configuration onto a newly started cluster, and then shift traffic over to the new cluster. You can manually control the speed of the rollout using the canary_percent configuration. The IN_PLACE strategy will use Ray Serve in place upgrade to update your existing cluster in place. When using this rollout strategy, you may only change the ray_serve_config field. You cannot partially shift traffic or rollback an in place upgrade. In place upgrades are faster and riskier than rollouts, and we recommend only using them for relatively safe changes (for example, increasing the number of replicas on a Ray Serve deployment). Default strategy is ROLLOUT.	[optional][default to null]
ray_gcs_external_storage_config	RayGCSExternalStorageConfig	Config for the Ray GCS to connect to external storage. If populated, head node fault tolerance will be enabled for this service.	[optional][default to null]

ApplyServiceModel

This is the model used to apply a Service.

Name	Type	Description	Notes
name	str	Name of the Service	[default to null]
description	str	Description of the Service	[optional][default to null]
project_id	str	Id of the project this Service will start clusters in	[optional][default to null]
version	str	A version string that represents the version for this service. Will be populated with the hash of the config if not specified.	[optional][default to null]
canary_percent	int	A manual target percent for this service. If this field is not set, the service will automatically roll out. If set, this should be a number between 0 and 100. The newly created version will have weight `canary_percent` and the existing version will have `100 - canary_percent`.	[optional][default to null]
ray_serve_config	object	The Ray Serve config to use for this service. This config defines your Ray Serve application, and will be passed directly to Ray Serve. You can learn more about Ray Serve config files here: https://docs.ray.io/en/latest/serve/production-guide/config.html	[default to null]
build_id	str	The id of the cluster env build. This id will determine the docker image your Service is run using.	[default to null]
compute_config_id	str	The id of the compute configuration that you want to use. This id will specify the resources required for your ServiceThe compute template includes a `cloud_id` that must be fixed for each service.	[default to null]
config	ServiceConfig	Target Service's configuration	[optional][default to null]
rollout_strategy	RolloutStrategy	Strategy for rollout. The ROLLOUT strategy will deploy your Ray Serve configuration onto a newly started cluster, and then shift traffic over to the new cluster. You can manually control the speed of the rollout using the canary_percent configuration. The IN_PLACE strategy will use Ray Serve in place upgrade to update your existing cluster in place. When using this rollout strategy, you may only change the ray_serve_config field. You cannot partially shift traffic or rollback an in place upgrade. In place upgrades are faster and riskier than rollouts, and we recommend only using them for relatively safe changes (for example, increasing the number of replicas on a Ray Serve deployment). Default strategy is ROLLOUT.	[optional][default to null]
ray_gcs_external_storage_config	RayGCSExternalStorageConfig	Config for the Ray GCS to connect to external storage. If populated, head node fault tolerance will be enabled for this service.	[optional][default to null]

ArchiveStatus

An enumeration.

Possible Values: ['ARCHIVED', 'NOT_ARCHIVED', 'ALL']

BASEIMAGESENUM

An enumeration.

Possible Values: ['anyscale/ray-ml:1.10.0-py36-gpu', 'anyscale/ray-ml:1.10.0-py37-gpu', 'anyscale/ray-ml:1.10.0-py38-gpu', 'anyscale/ray-ml:1.10.0rc0-py36-gpu', 'anyscale/ray-ml:1.10.0rc0-py37-gpu', 'anyscale/ray-ml:1.10.0rc0-py38-gpu', 'anyscale/ray-ml:1.11.0-py36-gpu', 'anyscale/ray-ml:1.11.0-py37-gpu', 'anyscale/ray-ml:1.11.0-py38-gpu', 'anyscale/ray-ml:1.11.1-py36-gpu', 'anyscale/ray-ml:1.11.1-py37-gpu', 'anyscale/ray-ml:1.11.1-py38-gpu', 'anyscale/ray-ml:1.12.0-py36-gpu', 'anyscale/ray-ml:1.12.0-py37-gpu', 'anyscale/ray-ml:1.12.0-py38-gpu', 'anyscale/ray-ml:1.12.1-py36-gpu', 'anyscale/ray-ml:1.12.1-py37-gpu', 'anyscale/ray-ml:1.12.1-py38-gpu', 'anyscale/ray-ml:1.13.0-py36-cpu', 'anyscale/ray-ml:1.13.0-py36-gpu', 'anyscale/ray-ml:1.13.0-py37-cpu', 'anyscale/ray-ml:1.13.0-py37-gpu', 'anyscale/ray-ml:1.13.0-py38-cpu', 'anyscale/ray-ml:1.13.0-py38-gpu', 'anyscale/ray-ml:1.13.0rc0-py36-gpu', 'anyscale/ray-ml:1.13.0rc0-py37-gpu', 'anyscale/ray-ml:1.13.0rc0-py38-gpu', 'anyscale/ray-ml:1.7.0', 'anyscale/ray-ml:1.7.0-gpu', 'anyscale/ray-ml:1.7.0-py36', 'anyscale/ray-ml:1.7.0-py36-gpu', 'anyscale/ray-ml:1.7.0-py37', 'anyscale/ray-ml:1.7.0-py37-gpu', 'anyscale/ray-ml:1.7.0-py38', 'anyscale/ray-ml:1.7.0-py38-gpu', 'anyscale/ray-ml:1.7.0rc0', 'anyscale/ray-ml:1.7.0rc0-gpu', 'anyscale/ray-ml:1.7.0rc0-py36', 'anyscale/ray-ml:1.7.0rc0-py36-gpu', 'anyscale/ray-ml:1.7.0rc0-py37', 'anyscale/ray-ml:1.7.0rc0-py37-gpu', 'anyscale/ray-ml:1.7.0rc0-py38', 'anyscale/ray-ml:1.7.0rc0-py38-gpu', 'anyscale/ray-ml:1.7.1', 'anyscale/ray-ml:1.7.1-gpu', 'anyscale/ray-ml:1.7.1-py36', 'anyscale/ray-ml:1.7.1-py36-gpu', 'anyscale/ray-ml:1.7.1-py37', 'anyscale/ray-ml:1.7.1-py37-gpu', 'anyscale/ray-ml:1.7.1-py38', 'anyscale/ray-ml:1.7.1-py38-gpu', 'anyscale/ray-ml:1.8.0', 'anyscale/ray-ml:1.8.0-gpu', 'anyscale/ray-ml:1.8.0-py36', 'anyscale/ray-ml:1.8.0-py36-gpu', 'anyscale/ray-ml:1.8.0-py37', 'anyscale/ray-ml:1.8.0-py37-gpu', 'anyscale/ray-ml:1.8.0-py38', 'anyscale/ray-ml:1.8.0-py38-gpu', 'anyscale/ray-ml:1.9.0-py36-gpu', 'anyscale/ray-ml:1.9.0-py37-gpu', 'anyscale/ray-ml:1.9.0-py38-gpu', 'anyscale/ray-ml:1.9.0rc1-py36-gpu', 'anyscale/ray-ml:1.9.0rc1-py37-gpu', 'anyscale/ray-ml:1.9.0rc1-py38-gpu', 'anyscale/ray-ml:1.9.0rc2-py36-gpu', 'anyscale/ray-ml:1.9.0rc2-py37-gpu', 'anyscale/ray-ml:1.9.0rc2-py38-gpu', 'anyscale/ray-ml:1.9.1-py36-gpu', 'anyscale/ray-ml:1.9.1-py37-gpu', 'anyscale/ray-ml:1.9.1-py38-gpu', 'anyscale/ray-ml:1.9.1rc0-py36-gpu', 'anyscale/ray-ml:1.9.1rc0-py37-gpu', 'anyscale/ray-ml:1.9.1rc0-py38-gpu', 'anyscale/ray-ml:1.9.2-py36-gpu', 'anyscale/ray-ml:1.9.2-py37-gpu', 'anyscale/ray-ml:1.9.2-py38-gpu', 'anyscale/ray-ml:2.0.0-py36-cpu', 'anyscale/ray-ml:2.0.0-py36-gpu', 'anyscale/ray-ml:2.0.0-py37-cpu', 'anyscale/ray-ml:2.0.0-py37-gpu', 'anyscale/ray-ml:2.0.0-py38-cpu', 'anyscale/ray-ml:2.0.0-py38-gpu', 'anyscale/ray-ml:2.0.0rc0-py36-cpu', 'anyscale/ray-ml:2.0.0rc0-py36-gpu', 'anyscale/ray-ml:2.0.0rc0-py37-cpu', 'anyscale/ray-ml:2.0.0rc0-py37-gpu', 'anyscale/ray-ml:2.0.0rc0-py38-cpu', 'anyscale/ray-ml:2.0.0rc0-py38-gpu', 'anyscale/ray-ml:2.0.0rc1-py36-cpu', 'anyscale/ray-ml:2.0.0rc1-py36-gpu', 'anyscale/ray-ml:2.0.0rc1-py37-cpu', 'anyscale/ray-ml:2.0.0rc1-py37-gpu', 'anyscale/ray-ml:2.0.0rc1-py38-cpu', 'anyscale/ray-ml:2.0.0rc1-py38-gpu', 'anyscale/ray-ml:2.0.1-py36-cpu', 'anyscale/ray-ml:2.0.1-py36-gpu', 'anyscale/ray-ml:2.0.1-py37-cpu', 'anyscale/ray-ml:2.0.1-py37-gpu', 'anyscale/ray-ml:2.0.1-py38-cpu', 'anyscale/ray-ml:2.0.1-py38-gpu', 'anyscale/ray-ml:2.1.0-py36-cpu', 'anyscale/ray-ml:2.1.0-py36-gpu', 'anyscale/ray-ml:2.1.0-py37-cpu', 'anyscale/ray-ml:2.1.0-py37-gpu', 'anyscale/ray-ml:2.1.0-py38-cpu', 'anyscale/ray-ml:2.1.0-py38-gpu', 'anyscale/ray-ml:2.2.0-py310-cpu', 'anyscale/ray-ml:2.2.0-py310-gpu', 'anyscale/ray-ml:2.2.0-py37-cpu', 'anyscale/ray-ml:2.2.0-py37-gpu', 'anyscale/ray-ml:2.2.0-py38-cpu', 'anyscale/ray-ml:2.2.0-py38-gpu', 'anyscale/ray-ml:2.2.0-py39-cpu', 'anyscale/ray-ml:2.2.0-py39-gpu', 'anyscale/ray-ml:2.3.0-py310-cpu', 'anyscale/ray-ml:2.3.0-py310-gpu', 'anyscale/ray-ml:2.3.0-py37-cpu', 'anyscale/ray-ml:2.3.0-py37-gpu', 'anyscale/ray-ml:2.3.0-py38-cpu', 'anyscale/ray-ml:2.3.0-py38-gpu', 'anyscale/ray-ml:2.3.0-py39-cpu', 'anyscale/ray-ml:2.3.0-py39-gpu', 'anyscale/ray-ml:2.3.1-py310-cpu', 'anyscale/ray-ml:2.3.1-py310-gpu', 'anyscale/ray-ml:2.3.1-py37-cpu', 'anyscale/ray-ml:2.3.1-py37-gpu', 'anyscale/ray-ml:2.3.1-py38-cpu', 'anyscale/ray-ml:2.3.1-py38-gpu', 'anyscale/ray-ml:2.3.1-py39-cpu', 'anyscale/ray-ml:2.3.1-py39-gpu', 'anyscale/ray-ml:2.4.0-py310-cpu', 'anyscale/ray-ml:2.4.0-py310-gpu', 'anyscale/ray-ml:2.4.0-py37-cpu', 'anyscale/ray-ml:2.4.0-py37-gpu', 'anyscale/ray-ml:2.4.0-py38-cpu', 'anyscale/ray-ml:2.4.0-py38-gpu', 'anyscale/ray-ml:2.4.0-py39-cpu', 'anyscale/ray-ml:2.4.0-py39-gpu', 'anyscale/ray-ml:2.5.0-py310-cpu', 'anyscale/ray-ml:2.5.0-py310-gpu', 'anyscale/ray-ml:2.5.0-py37-cpu', 'anyscale/ray-ml:2.5.0-py37-gpu', 'anyscale/ray-ml:2.5.0-py38-cpu', 'anyscale/ray-ml:2.5.0-py38-gpu', 'anyscale/ray-ml:2.5.0-py39-cpu', 'anyscale/ray-ml:2.5.0-py39-gpu', 'anyscale/ray-ml:2.5.1-py310-cpu', 'anyscale/ray-ml:2.5.1-py310-gpu', 'anyscale/ray-ml:2.5.1-py37-cpu', 'anyscale/ray-ml:2.5.1-py37-gpu', 'anyscale/ray-ml:2.5.1-py38-cpu', 'anyscale/ray-ml:2.5.1-py38-gpu', 'anyscale/ray-ml:2.5.1-py39-cpu', 'anyscale/ray-ml:2.5.1-py39-gpu', 'anyscale/ray-ml:2.6.0-py310-cpu', 'anyscale/ray-ml:2.6.0-py310-gpu', 'anyscale/ray-ml:2.6.0-py38-cpu', 'anyscale/ray-ml:2.6.0-py38-gpu', 'anyscale/ray-ml:2.6.0-py39-cpu', 'anyscale/ray-ml:2.6.0-py39-gpu', 'anyscale/ray-ml:2.6.1-py310-cpu', 'anyscale/ray-ml:2.6.1-py310-gpu', 'anyscale/ray-ml:2.6.1-py38-cpu', 'anyscale/ray-ml:2.6.1-py38-gpu', 'anyscale/ray-ml:2.6.1-py39-cpu', 'anyscale/ray-ml:2.6.1-py39-gpu', 'anyscale/ray-ml:2.6.2-py310-cpu', 'anyscale/ray-ml:2.6.2-py310-gpu', 'anyscale/ray-ml:2.6.2-py38-cpu', 'anyscale/ray-ml:2.6.2-py38-gpu', 'anyscale/ray-ml:2.6.2-py39-cpu', 'anyscale/ray-ml:2.6.2-py39-gpu', 'anyscale/ray-ml:2.6.3-py310-cpu', 'anyscale/ray-ml:2.6.3-py310-gpu', 'anyscale/ray-ml:2.6.3-py38-cpu', 'anyscale/ray-ml:2.6.3-py38-gpu', 'anyscale/ray-ml:2.6.3-py39-cpu', 'anyscale/ray-ml:2.6.3-py39-gpu', 'anyscale/ray-ml:2.7.0optimized-py310-cpu', 'anyscale/ray-ml:2.7.0optimized-py310-gpu', 'anyscale/ray-ml:2.7.0optimized-py38-cpu', 'anyscale/ray-ml:2.7.0optimized-py38-gpu', 'anyscale/ray-ml:2.7.0optimized-py39-cpu', 'anyscale/ray-ml:2.7.0optimized-py39-gpu', 'anyscale/ray-ml:2.7.1optimized-py310-cpu', 'anyscale/ray-ml:2.7.1optimized-py310-gpu', 'anyscale/ray-ml:2.7.1optimized-py38-cpu', 'anyscale/ray-ml:2.7.1optimized-py38-gpu', 'anyscale/ray-ml:2.7.1optimized-py39-cpu', 'anyscale/ray-ml:2.7.1optimized-py39-gpu', 'anyscale/ray-ml:2.8.0-py310-cpu', 'anyscale/ray-ml:2.8.0-py310-gpu', 'anyscale/ray-ml:2.8.0-py38-cpu', 'anyscale/ray-ml:2.8.0-py38-gpu', 'anyscale/ray-ml:2.8.0-py39-cpu', 'anyscale/ray-ml:2.8.0-py39-gpu', 'anyscale/ray-ml:latest', 'anyscale/ray-ml:nightly', 'anyscale/ray-ml:nightly-gpu', 'anyscale/ray-ml:nightly-py310-gpu', 'anyscale/ray-ml:nightly-py311-gpu', 'anyscale/ray-ml:nightly-py36-gpu', 'anyscale/ray-ml:nightly-py37-gpu', 'anyscale/ray-ml:nightly-py38-gpu', 'anyscale/ray-ml:nightly-py39-gpu', 'anyscale/ray-ml:pinned-nightly', 'anyscale/ray-ml:pinned-nightly-gpu', 'anyscale/ray-ml:pinned-nightly-py310', 'anyscale/ray-ml:pinned-nightly-py310-gpu', 'anyscale/ray-ml:pinned-nightly-py311', 'anyscale/ray-ml:pinned-nightly-py311-gpu', 'anyscale/ray-ml:pinned-nightly-py36', 'anyscale/ray-ml:pinned-nightly-py36-gpu', 'anyscale/ray-ml:pinned-nightly-py37', 'anyscale/ray-ml:pinned-nightly-py37-gpu', 'anyscale/ray-ml:pinned-nightly-py38', 'anyscale/ray-ml:pinned-nightly-py38-gpu', 'anyscale/ray-ml:pinned-nightly-py39', 'anyscale/ray-ml:pinned-nightly-py39-gpu', 'anyscale/ray:1.10.0-py36', 'anyscale/ray:1.10.0-py36-cu101', 'anyscale/ray:1.10.0-py36-cu102', 'anyscale/ray:1.10.0-py36-cu110', 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'anyscale/ray:2.6.3-py38-cu117', 'anyscale/ray:2.6.3-py38-cu118', 'anyscale/ray:2.6.3-py39', 'anyscale/ray:2.6.3-py39-cu115', 'anyscale/ray:2.6.3-py39-cu116', 'anyscale/ray:2.6.3-py39-cu117', 'anyscale/ray:2.6.3-py39-cu118', 'anyscale/ray:2.7.0optimized-py310', 'anyscale/ray:2.7.0optimized-py310-cu115', 'anyscale/ray:2.7.0optimized-py310-cu116', 'anyscale/ray:2.7.0optimized-py310-cu117', 'anyscale/ray:2.7.0optimized-py310-cu118', 'anyscale/ray:2.7.0optimized-py310-cu121', 'anyscale/ray:2.7.0optimized-py311', 'anyscale/ray:2.7.0optimized-py311-cu115', 'anyscale/ray:2.7.0optimized-py311-cu116', 'anyscale/ray:2.7.0optimized-py311-cu117', 'anyscale/ray:2.7.0optimized-py311-cu118', 'anyscale/ray:2.7.0optimized-py311-cu121', 'anyscale/ray:2.7.0optimized-py37', 'anyscale/ray:2.7.0optimized-py37-cu115', 'anyscale/ray:2.7.0optimized-py37-cu116', 'anyscale/ray:2.7.0optimized-py37-cu117', 'anyscale/ray:2.7.0optimized-py37-cu118', 'anyscale/ray:2.7.0optimized-py37-cu121', 'anyscale/ray:2.7.0optimized-py38', 'anyscale/ray:2.7.0optimized-py38-cu115', 'anyscale/ray:2.7.0optimized-py38-cu116', 'anyscale/ray:2.7.0optimized-py38-cu117', 'anyscale/ray:2.7.0optimized-py38-cu118', 'anyscale/ray:2.7.0optimized-py38-cu121', 'anyscale/ray:2.7.0optimized-py39', 'anyscale/ray:2.7.0optimized-py39-cu115', 'anyscale/ray:2.7.0optimized-py39-cu116', 'anyscale/ray:2.7.0optimized-py39-cu117', 'anyscale/ray:2.7.0optimized-py39-cu118', 'anyscale/ray:2.7.0optimized-py39-cu121', 'anyscale/ray:2.7.1optimized-py310', 'anyscale/ray:2.7.1optimized-py310-cu115', 'anyscale/ray:2.7.1optimized-py310-cu116', 'anyscale/ray:2.7.1optimized-py310-cu117', 'anyscale/ray:2.7.1optimized-py310-cu118', 'anyscale/ray:2.7.1optimized-py310-cu121', 'anyscale/ray:2.7.1optimized-py311', 'anyscale/ray:2.7.1optimized-py311-cu115', 'anyscale/ray:2.7.1optimized-py311-cu116', 'anyscale/ray:2.7.1optimized-py311-cu117', 'anyscale/ray:2.7.1optimized-py311-cu118', 'anyscale/ray:2.7.1optimized-py311-cu121', 'anyscale/ray:2.7.1optimized-py37', 'anyscale/ray:2.7.1optimized-py37-cu115', 'anyscale/ray:2.7.1optimized-py37-cu116', 'anyscale/ray:2.7.1optimized-py37-cu117', 'anyscale/ray:2.7.1optimized-py37-cu118', 'anyscale/ray:2.7.1optimized-py37-cu121', 'anyscale/ray:2.7.1optimized-py38', 'anyscale/ray:2.7.1optimized-py38-cu115', 'anyscale/ray:2.7.1optimized-py38-cu116', 'anyscale/ray:2.7.1optimized-py38-cu117', 'anyscale/ray:2.7.1optimized-py38-cu118', 'anyscale/ray:2.7.1optimized-py38-cu121', 'anyscale/ray:2.7.1optimized-py39', 'anyscale/ray:2.7.1optimized-py39-cu115', 'anyscale/ray:2.7.1optimized-py39-cu116', 'anyscale/ray:2.7.1optimized-py39-cu117', 'anyscale/ray:2.7.1optimized-py39-cu118', 'anyscale/ray:2.7.1optimized-py39-cu121', 'anyscale/ray:2.8.0-py310', 'anyscale/ray:2.8.0-py310-cu115', 'anyscale/ray:2.8.0-py310-cu116', 'anyscale/ray:2.8.0-py310-cu117', 'anyscale/ray:2.8.0-py310-cu118', 'anyscale/ray:2.8.0-py310-cu121', 'anyscale/ray:2.8.0-py311', 'anyscale/ray:2.8.0-py311-cu115', 'anyscale/ray:2.8.0-py311-cu116', 'anyscale/ray:2.8.0-py311-cu117', 'anyscale/ray:2.8.0-py311-cu118', 'anyscale/ray:2.8.0-py311-cu121', 'anyscale/ray:2.8.0-py38', 'anyscale/ray:2.8.0-py38-cu115', 'anyscale/ray:2.8.0-py38-cu116', 'anyscale/ray:2.8.0-py38-cu117', 'anyscale/ray:2.8.0-py38-cu118', 'anyscale/ray:2.8.0-py38-cu121', 'anyscale/ray:2.8.0-py39', 'anyscale/ray:2.8.0-py39-cu115', 'anyscale/ray:2.8.0-py39-cu116', 'anyscale/ray:2.8.0-py39-cu117', 'anyscale/ray:2.8.0-py39-cu118', 'anyscale/ray:2.8.0-py39-cu121', 'anyscale/ray:latest', 'anyscale/ray:nightly', 'anyscale/ray:nightly-gpu', 'anyscale/ray:nightly-py310', 'anyscale/ray:nightly-py310-cu115', 'anyscale/ray:nightly-py310-cu116', 'anyscale/ray:nightly-py310-cu117', 'anyscale/ray:nightly-py310-cu118', 'anyscale/ray:nightly-py310-cu121', 'anyscale/ray:nightly-py311', 'anyscale/ray:nightly-py311-cu115', 'anyscale/ray:nightly-py311-cu116', 'anyscale/ray:nightly-py311-cu117', 'anyscale/ray:nightly-py311-cu118', 'anyscale/ray:nightly-py311-cu121', 'anyscale/ray:nightly-py36', 'anyscale/ray:nightly-py36-cu115', 'anyscale/ray:nightly-py36-cu116', 'anyscale/ray:nightly-py36-cu117', 'anyscale/ray:nightly-py36-cu118', 'anyscale/ray:nightly-py36-cu121', 'anyscale/ray:nightly-py37', 'anyscale/ray:nightly-py37-cu115', 'anyscale/ray:nightly-py37-cu116', 'anyscale/ray:nightly-py37-cu117', 'anyscale/ray:nightly-py37-cu118', 'anyscale/ray:nightly-py37-cu121', 'anyscale/ray:nightly-py38', 'anyscale/ray:nightly-py38-cu115', 'anyscale/ray:nightly-py38-cu116', 'anyscale/ray:nightly-py38-cu117', 'anyscale/ray:nightly-py38-cu118', 'anyscale/ray:nightly-py38-cu121', 'anyscale/ray:nightly-py39', 'anyscale/ray:nightly-py39-cu115', 'anyscale/ray:nightly-py39-cu116', 'anyscale/ray:nightly-py39-cu117', 'anyscale/ray:nightly-py39-cu118', 'anyscale/ray:nightly-py39-cu121', 'unknown']

BaseJobStatus

An enumeration.

Possible Values: ['RUNNING', 'COMPLETED', 'PENDING', 'STOPPED', 'SUCCEEDED', 'FAILED', 'UNKNOWN']

BlockDeviceMapping

https://docs.aws.amazon.com/AWSEC2/latest/APIReference/API_BlockDeviceMapping.html

Name	Type	Description	Notes
device_name	str		[optional][default to null]
ebs	EbsBlockDevice		[optional][default to null]
no_device	str		[optional][default to null]
virtual_name	str		[optional][default to null]

Build

Model used to create a Build.

Name	Type	Description	Notes
application_template_id	str	ID of the App Config this Build belongs to.	[default to null]
config_json	AppConfigConfigSchema	Config JSON used to create this Build.	[default to null]
id	str	Server assigned unique identifier.	[default to null]
revision	int	Auto incrementing version number for this Build	[default to null]
creator_id	str	ID of the user who created this Build.	[default to null]
docker_image_name	str	The name of the docker image for this build.	[optional][default to null]
error_message	str	Detailed error message. This will only be populated if the Build operation failed.	[optional][default to null]
status	BuildStatus	Status of the Build. `pending` - Build operation is queued and has not started yet. `in_progress` - Build operation is in progress. `succeeded` - Build operation completed successfully. `failed` - Build operation completed unsuccessfully. `pending_cancellation` - Build operation is marked for cancellation. `cancelled` - Build operation was cancelled before it completed.	[default to null]
created_at	datetime	Timestamp of when this Build was created.	[default to null]
last_modified_at	datetime	Timestamp of when this Build was last updated.	[default to null]
deleted_at	datetime	Timestamp of when this Build was deleted.	[optional][default to null]
is_byod	bool	True if the image URI used in this build was user-specified.	[default to null]
registry_login_secret	str	The name or identifier of a secret containing credentials to authenticate to the docker registry hosting the image.	[optional][default to null]

BuildListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[Build]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

BuildLogResponse

Name	Type	Description	Notes
logs	str	Logs of the build.	[default to null]

BuildResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	Build		[default to null]

BuildStatus

An enumeration.

Possible Values: ['pending', 'in_progress', 'succeeded', 'failed', 'pending_cancellation', 'canceled']

BuildlogresponseResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	BuildLogResponse		[default to null]

Cloud

Model used to create a Cloud.

Name	Type	Description	Notes
name	str	Name of this Cloud.	[default to null]
provider	CloudProviders	Provider of this Cloud (e.g. AWS).	[default to null]
region	str	Region this Cloud is operating in. This value needs to be supported by this Cloud's provider. (e.g. us-west-2)	[default to null]
credentials	str	Credentials needed to interact with this Cloud.	[default to null]
config	CloudConfig	Additional configurable properties of this Cloud.	[optional][default to null]
is_k8s	bool	Whether this cloud is managed via Kubernetes.	[optional][default to false]
is_aioa	bool	Whether this cloud is an AIOA cloud.	[optional][default to false]
availability_zones	List[str]	The availability zones that instances of this cloud are allowed to be launched in.	[optional][default to null]
is_bring_your_own_resource	bool	Whether the resources of this cloud are provided by the customer.	[optional][default to null]
is_private_cloud	bool	Whether this cloud is a private cloud.	[optional][default to false]
cluster_management_stack_version	ClusterManagementStackVersions	The cluster management stack version of the cloud.	[optional][default to null]
is_private_service_cloud	bool	Whether services created in this cloud should be private.	[optional][default to null]
id	str	Server assigned unique identifier.	[default to null]
type	CloudTypes		[default to null]
creator_id	str	ID of the User who created this Cloud.	[default to null]
created_at	datetime	Time when this Cloud was created.	[default to null]
status	CloudStatus	The status of this cloud.	[optional][default to null]
state	CloudState	The state of this cloud.	[optional][default to null]
version	CloudVersion	The version of the cloud.	[optional][default to null]
is_default	bool	Whether this cloud is the default cloud.	[default to null]

CloudConfig

Name	Type	Description	Notes
max_stopped_instances	int	Maximum number of instances that can be retained for reuse after a Cluster has terminated. This may help Clusters start up faster, but stopped instances will accrue some costs. Defaults to 0, which means no instances will be retained for reuse. A value of -1 means all instances will be retained.	[optional][default to 0]
vpc_peering_ip_range	str	VPC IP range for this Cloud.	[optional][default to null]
vpc_peering_target_project_id	str	Project ID of the VPC to peer with.	[optional][default to null]
vpc_peering_target_vpc_id	str	ID of the VPC to peer with.	[optional][default to null]

CloudListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[Cloud]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

CloudProviders

An enumeration.

Possible Values: ['AWS', 'GCP', 'CLOUDGATEWAY']

CloudResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	Cloud		[default to null]

CloudState

An enumeration.

Possible Values: ['CREATING', 'ACTIVE', 'VERIFICATION_FAILED', 'DELETING', 'DELETED']

CloudStatus

An enumeration.

Possible Values: ['pending', 'ready']

CloudTypes

An enumeration.

Possible Values: ['PUBLIC', 'INTERNAL']

CloudVersion

An enumeration.

Possible Values: ['v1', 'v2']

CloudsQuery

Query object used to search Clouds.

Name	Type	Description	Notes
name	TextQuery	Filters ComputeTemplates by name. If this field is absent, no filtering is done.	[optional][default to null]
paging	PageQuery	Pagination info.	[optional][default to null]

Cluster

Read model for a Cluster.

Name	Type	Description	Notes
name	str	Name of this Cluster.	[default to null]
project_id	str	Project that this Cluster belongs to. If none, this Cluster will use the default Project.	[optional][default to null]
cluster_environment_build_id	str	Cluster Environment Build that this Cluster is using.	[default to null]
cluster_compute_id	str	Cluster Compute that this Cluster is using.	[default to null]
cluster_compute_config	CreateClusterComputeConfig	One-off cluster compute that this cluster is using.	[optional][default to null]
idle_timeout_minutes	int	Idle timeout (in minutes), after which the Cluster is terminated. Idle time is defined as the time during which a Cluster is not running a user command (through 'anyscale exec' or the Web UI), and does not have an attached driver. Time spent running Jupyter commands, or commands run through ssh, is still considered 'idle'.	[optional][default to 120]
allow_public_internet_traffic	bool	Whether public internet traffic can access Serve endpoints or if an authentication token is required.	[optional][default to false]
user_service_access	UserServiceAccessTypes	Whether user service can be accessed by public internet traffic.	[optional][default to null]
user_service_token	str	User service token that is used to authenticate access to public user services. This must be a valid 32 byte URL safe string and can be generated by calling `secrets.token_urlsafe(32))`. This is ignored if the user service has private access. If not specified for a public user service, a token is autogenerated.	[optional][default to null]
ha_job_id	str	This is used internally by Anyscale to associate clusters to a job. It is set automatically and should not be used directly.	[optional][default to null]
id	str	Server assigned unique identifier.	[default to null]
state	ClusterState	Current state of the Cluster.	[default to null]
goal_state	ClusterState	State that this Cluster will eventually transition to. This will not be populated if there are no pending transitions.	[optional][default to null]
creator_id	str	User who created this Cluster.	[default to null]
created_at	datetime	Time at which this Cluster was created.	[default to null]
access_token	str	Access token for web based services (e.g. jupyter, tensorboard, etc). This field will be populated when the web based services are available after the Cluster finishes starting.	[default to null]
services_urls	ClusterServicesUrls	URLs for additional services running on this Cluster (e.g. Jupyter, Ray Dashboard, etc.).	[default to null]
head_node_info	ClusterHeadNodeInfo	Detailed information about this Cluster's head node. This will only be populated for Clusters that have finished starting.	[optional][default to null]
ssh_authorized_keys	List[str]	Serialized SSH Public Keys to be placed in the machine's authorized_keys.	[default to null]
ssh_private_key	str	SSH Private key that can be used to access the Cluster's servers.	[default to null]
ray_version	str	The last known ray version running on this cluster.	[optional][default to null]
ray_version_last_updated_at	datetime	The time in which the ray version of this cluster was updated.	[optional][default to null]

ClusterCompute

Name	Type	Description	Notes
id	str		[default to null]
name	str		[default to null]
creator_id	str		[default to null]
organization_id	str		[default to null]
project_id	str		[optional][default to null]
created_at	datetime		[default to null]
last_modified_at	datetime		[default to null]
deleted_at	datetime		[optional][default to null]
archived_at	datetime		[optional][default to null]
config	ClusterComputeConfig		[default to null]
version	int		[default to null]
anonymous	bool		[default to null]

ClusterComputeConfig

Configuration of compute resources to use for launching a Cluster. Used when reading a cluster compute.

Name	Type	Description	Notes
cloud_id	str	The ID of the Anyscale cloud to use for launching Clusters.	[default to null]
region	str	The region to launch Clusters in, e.g. \"us-west-2\".	[default to null]
allowed_azs	List[str]	The availability zones that sessions are allowed to be launched in, e.g. \"us-west-2a\". If not specified or \"any\" is provided as the option, any AZ may be used. If \"any\" is provided, it must be the only item in the list.	[optional][default to null]
head_node_type	ComputeNodeType	Node configuration to use for the head node.	[default to null]
worker_node_types	List[WorkerNodeType]	A list of node types to use for worker nodes.	[default to null]
aws_advanced_configurations_json	object	The advanced configuration json that we pass directly AWS APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
aws	AWSNodeOptions	DEPRECATED: Please provide instance configuration in the `aws_advanced_configurations_json` field. Fields specific to AWS node types.	[optional][default to null]
gcp_advanced_configurations_json	object	The advanced configuration json that we pass directly GCP APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
gcp	GCPNodeOptions	DEPRECATED: Please provide instance configuration in the `gcp_advanced_configurations_json` field. Fields specific to GCP node types.	[optional][default to null]
azure	object	DEPRECATED: We don't currently support azure. Fields specific to Azure node types.	[optional][default to null]
maximum_uptime_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after cluster start.	[optional][default to null]
idle_termination_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after the cluster is idle. Idle time is defined as the time during which a Cluster is not running a user command or a Ray driver. Time spent running commands on Jupyter or ssh is still considered 'idle'. To disable, set this field to 0.	[optional][default to null]

ClusterComputesQuery

Name	Type	Description	Notes
project_id	str	Filters Cluster Computes by project. If this field is absent, no filtering is done.	[optional][default to null]
creator_id	str	Filters Cluster Computes by creator. If this field is absent, no filtering is done.	[optional][default to null]
name	TextQuery	Filters Cluster Computes by name. If this field is absent, no filtering is done.	[optional][default to null]
include_anonymous	bool	Whether to include anonymous Cluster Computes in the search.	[optional][default to false]
paging	PageQuery	Pagination information.	[optional][default to null]
cloud_id	str	Filters Compute Computes by cloud. If this field is absent, no filtering is done.	[optional][default to null]
version	int	Filters Cluster Computes by version. Versions are positive integers. Setting this field to -1 will return only the latest version of each Cluster Compute. Setting this field to -2 will not filter by version. For example, this can be used to fetch all versions of a Cluster Compute. Deprecated behavior: Setting version to None is equivalent to setting version to '1'.	[optional][default to null]

ClusterEnvironment

Name	Type	Description	Notes
id	str	Server assigned unique identifier.	[default to null]
name	str	Name of the Cluster Environment.	[default to null]
project_id	str	ID of the Project this Cluster Environment is for.	[optional][default to null]
organization_id	str	ID of the Organization this Cluster Environment was created in.	[default to null]
creator_id	str	ID of the User that created this record.	[default to null]
created_at	datetime	Timestamp of when this record was created.	[default to null]
last_modified_at	datetime	Timestamp of when this record was last updated.	[default to null]
deleted_at	datetime	Timestamp of when this record was deleted.	[optional][default to null]

ClusterEnvironmentBuild

Usable Cluster Environment Build to start a Cluster.

Name	Type	Description	Notes
cluster_environment_id	str	ID of the Cluster Environment this Build belongs to.	[default to null]
config_json	AppConfigConfigSchema	Config JSON used to create this Cluster Environment Build.	[default to null]
id	str	Server assigned unique identifier.	[default to null]
revision	int	Auto incrementing version number for this Build	[default to null]
creator_id	str	ID of the user who created this Build.	[default to null]
docker_image_name	str	The name of the docker image for this Build.	[optional][default to null]
error_message	str	Detailed error message. This will only be populated if the Build operation failed.	[optional][default to null]
status	ClusterEnvironmentBuildStatus	Status of the Build. `pending` - Build operation is queued and has not started yet. `in_progress` - Build operation is in progress. `succeeded` - Build operation completed successfully. `failed` - Build operation completed unsuccessfully. `pending_cancellation` - Build operation is marked for cancellation. `cancelled` - Build operation was cancelled before it completed.	[default to null]
created_at	datetime	Timestamp of when this Build was created.	[default to null]
last_modified_at	datetime	Timestamp of when this Build was last updated.	[default to null]
deleted_at	datetime	Timestamp of when this Build was deleted.	[optional][default to null]

ClusterEnvironmentBuildLogResponse

Name	Type	Description	Notes
logs	str	Logs of the build.	[default to null]

ClusterEnvironmentBuildOperation

Describes a long running operation that will eventually complete. Consider this an abstract class. Specific kinds of operations should subclass this.

Name	Type	Description	Notes
id	str	ID of this operation.	[default to null]
completed	bool	Boolean indicating if this operation is completed.	[default to null]
progress	OperationProgress	Details about the progress of this operation at the time of the request. This will be absent for completed operations.	[optional][default to null]
result	OperationResult	The result of this operation after it has completed. This is always provided when the operation is complete.	[optional][default to null]
cluster_environment_build_id	str	ID of the Cluster Environment Build this operation is for.	[default to null]

ClusterEnvironmentBuildStatus

An enumeration.

Possible Values: ['pending', 'in_progress', 'succeeded', 'failed', 'pending_cancellation', 'canceled']

ClusterEnvironmentsQuery

Name	Type	Description	Notes
project_id	str	Filters Cluster Environments by project id. If absent, no filtering is done.	[optional][default to null]
creator_id	str	Filters Cluster Environments by creator id. If absent, no filtering is done.	[optional][default to null]
name	TextQuery	Filters Cluster Environments by name. Currently only contains is supported.If absent, no filtering is done.	[optional][default to null]
paging	PageQuery	Pagination information.	[optional][default to null]

ClusterHeadNodeInfo

Details about the head node of a running Cluster.

Name	Type	Description	Notes
url	str	URL for the head node of this Cluster.	[default to null]
ip_address	str	IP address for the head node of this Cluster.	[default to null]

ClusterListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[Cluster]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ClusterManagementStackVersions

An enumeration.

Possible Values: ['v1', 'v2']

ClusterOperation

Describes a long running Cluster operation that will eventually complete.

Name	Type	Description	Notes
id	str	ID of this operation.	[default to null]
completed	bool	Boolean indicating if this operation is completed.	[default to null]
progress	OperationProgress	Details about the progress of this operation at the time of the request. This will be absent for completed operations.	[optional][default to null]
result	OperationResult	The result of this operation after it has completed. This is always provided when the operation is complete.	[optional][default to null]
cluster_id	str	ID of the Cluster that is being updated.	[default to null]
cluster_operation_type	ClusterOperationType	The variety of operation being performed: start sets the Cluster's goal state to Running, terminate sets the Cluster's goal state to Terminated	[default to null]

ClusterOperationType

Type of Cluster operation.

Possible Values: ['start', 'terminate', 'unknown']

ClusterResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	Cluster		[default to null]

ClusterServicesUrls

URLs for additional services running in the Cluster. (ex/ Jupyter, Ray Dashboard). This fields can only be populated after the Cluster has finished starting. An absent field indicates the service is not available.

Name	Type	Description	Notes
webterminal_auth_url	str	URL to authenticate with the webterminal	[optional][default to null]
metrics_dashboard_url	str	URL for Grafana (metrics) dashboard in the running cluster state.	[optional][default to null]
persistent_metrics_url	str	URL for the persistent Grafana (metrics) dashboard in the non-running cluster state.	[optional][default to null]
connect_url	str	URL for Anyscale connect.	[optional][default to null]
jupyter_notebook_url	str	URL for Jupyter Lab.	[optional][default to null]
ray_dashboard_url	str	URL for Ray dashboard.	[optional][default to null]
service_proxy_url	str	URL for web services proxy (e.g. jupyter, tensorboard, etc).	[optional][default to null]
user_service_url	str	URL to access user services (e.g. Ray Serve)	[optional][default to null]

ClusterState

Possible States for a Cluster.

Possible Values: ['Terminated', 'StartingUp', 'StartupErrored', 'Running', 'Updating', 'UpdatingErrored', 'Terminating', 'AwaitingStartup', 'TerminatingErrored', 'Unknown']

ClusterStatus

An enumeration.

Possible Values: ['STARTING', 'RUNNING', 'RECOVERING', 'RESTARTING', 'TERMINATING', 'TERMINATED']

ClusterStatusDetails

ClusterStatusDetails is a more granular status than ClusterStatus.

Possible Values: ['LAUNCHING_NODES', 'CONFIGURING_HEAD_NODE']

ClustercomputeListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ClusterCompute]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ClustercomputeResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ClusterCompute		[default to null]

ClusterenvironmentListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ClusterEnvironment]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ClusterenvironmentResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ClusterEnvironment		[default to null]

ClusterenvironmentbuildListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ClusterEnvironmentBuild]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ClusterenvironmentbuildResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ClusterEnvironmentBuild		[default to null]

ClusterenvironmentbuildlogresponseResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ClusterEnvironmentBuildLogResponse		[default to null]

ClusterenvironmentbuildoperationResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ClusterEnvironmentBuildOperation		[default to null]

ClusteroperationResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ClusterOperation		[default to null]

ClustersQuery

Query model used to filter Clusters.

Name	Type	Description	Notes
project_id	str	Filters Clusters belonging to a Project. If this field is absent, no filtering is done.	[optional][default to null]
name	TextQuery	Filters Clusters by name. If this field is absent, no filtering is done.	[optional][default to null]
paging	PageQuery	Pagination information.	[optional][default to null]
state_filter	List[ClusterState]	Filter Sessions by Session State. If this field is an empty set, no filtering is done.	[optional]default to []]
archive_status	ArchiveStatus	The archive status to filter by. Defaults to unarchived.	[optional][default to null]

ComputeNodeType

Name	Type	Description	Notes
name	str	An arbitrary name for this node type, which will be registered with OSS available_node_types.	[default to null]
instance_type	str	The cloud provider instance type to use for this node.	[default to null]
resources	Resources	Declaration of node resources for Autoscaler.	[optional][default to null]
aws_advanced_configurations_json	object	The advanced configuration json that we pass directly AWS APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
aws_advanced_configurations	AWSNodeOptions	DEPRECATED: Please provide instance configuration in the `aws_advanced_configurations_json` field. Additional AWS-specific configurations can be specified per node type and they will override the configuration specified for the whole cloud.	[optional][default to null]
gcp_advanced_configurations_json	object	The advanced configuration json that we pass directly GCP APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
gcp_advanced_configurations	GCPNodeOptions	DEPRECATED: Please provide instance configuration in the `gcp_advanced_configurations_json` field. Additional GCP-specific configurations can be specified per node type and they will override the configuration specified for the whole cloud.	[optional][default to null]

ComputeTemplate

DEPRECATED: Please use ClusterCompute instead.

Name	Type	Description	Notes
id	str		[default to null]
name	str		[default to null]
creator_id	str		[default to null]
organization_id	str		[default to null]
project_id	str		[optional][default to null]
created_at	datetime		[default to null]
last_modified_at	datetime		[default to null]
deleted_at	datetime		[optional][default to null]
archived_at	datetime		[optional][default to null]
config	ComputeTemplateConfig		[default to null]
version	int		[default to null]
anonymous	bool		[default to null]

ComputeTemplateConfig

DEPRECATED: Please use ClusterCompute and the corresponding ClusterComputeConfig instead. Configuration of compute resources to use for launching a session. Used when reading a compute template.

Name	Type	Description	Notes
cloud_id	str	The ID of the Anyscale cloud to use for launching sessions.	[default to null]
region	str	The region to launch sessions in, e.g. \"us-west-2\".	[default to null]
allowed_azs	List[str]	The availability zones that sessions are allowed to be launched in, e.g. \"us-west-2a\". If not specified or \"any\" is provided as the option, any AZ may be used. If \"any\" is provided, it must be the only item in the list.	[optional][default to null]
head_node_type	ComputeNodeType	Node configuration to use for the head node.	[default to null]
worker_node_types	List[WorkerNodeType]	A list of node types to use for worker nodes.	[default to null]
aws_advanced_configurations_json	object	The advanced configuration json that we pass directly AWS APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
aws	AWSNodeOptions	DEPRECATED: Please provide instance configuration in the `aws_advanced_configurations_json` field. Fields specific to AWS node types.	[optional][default to null]
gcp_advanced_configurations_json	object	The advanced configuration json that we pass directly GCP APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
gcp	GCPNodeOptions	DEPRECATED: Please provide instance configuration in the `gcp_advanced_configurations_json` field. Fields specific to GCP node types.	[optional][default to null]
azure	object	DEPRECATED: We don't currently support azure. Fields specific to Azure node types.	[optional][default to null]
maximum_uptime_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after cluster start.	[optional][default to null]
idle_termination_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after the cluster is idle. Idle time is defined as the time during which a Cluster is not running a user command or a Ray driver. Time spent running commands on Jupyter or ssh is still considered 'idle'. To disable, set this field to 0.	[optional][default to null]

ComputeTemplateQuery

Name	Type	Description	Notes
orgwide	bool	This option is deprectated. It does nothing.	[optional][default to false]
project_id	str		[optional][default to null]
creator_id	str	Filters Compute Templates by creator. This is only supported when `orgwide` is True.	[optional][default to null]
name	TextQuery	Filters Compute Templates by name. If this field is absent, no filtering is done.	[optional][default to null]
include_anonymous	bool	Whether to include anonymous Compute Templates in the search.Anonymous compute templates are usually not shown in list views.	[optional][default to false]
archive_status	ArchiveStatus	The archive status to filter by. Defaults to unarchived.	[optional][default to null]
cloud_id	str	Filters Compute Templates by cloud	[optional][default to null]
version	int	Filters Compute Templates by version. Versions are positive integers. Setting this field to -1 will return only the latest version of each Compute Template. Setting this field to -2 will not filter by version. Deprecated behavior: Setting version to None is equivalent to setting version to '1'.	[optional][default to null]

ComputetemplateListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ComputeTemplate]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ComputetemplateResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ComputeTemplate		[default to null]

ComputetemplateconfigResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ComputeTemplateConfig		[default to null]

CreateAppConfig

Model used to create an App Config.

Name	Type	Description	Notes
name	str	Name of the App Template.	[default to null]
project_id	str	ID of the Project this App Config is for.	[optional][default to null]
config_json	CreateAppConfigConfigurationSchema	Config JSON to use to create a new App Config.	[default to null]

CreateAppConfigConfigurationSchema

Name	Type	Description	Notes
base_image	SUPPORTEDBASEIMAGESENUM	The base image to use to create a new app config. It needs to be one of the images that we currently support (SupportedBaseImages).	[default to null]
env_vars	object	Environment varibles in the docker image that'll be used at runtime.	[optional][default to null]
debian_packages	List[str]	List of debian packages that'll be included in the image.	[optional][default to null]
python	PythonModules	Python related dependencies.	[optional][default to null]
post_build_cmds	List[str]	List of post build commands that'll be included in the image. For multi-line commands, please make sure those are provided as a single string and not split across multiple strings in the list.	[optional][default to null]

CreateBYODAppConfigConfigurationSchema

Name	Type	Description	Notes
docker_image	str	The custom docker image to use to create a new app config.	[default to null]
ray_version	str		[default to null]
env_vars	object	Environment variables in the docker image that'll be used at runtime.	[optional][default to null]
registry_login_secret	str	The name or identifier of a secret containing credentials to authenticate to the docker registry hosting the image.	[optional][default to null]

CreateBYODClusterEnvironment

Model used to create a BYOD Cluster Environment.

Name	Type	Description	Notes
name	str	Name of the Cluster Environment.	[default to null]
config_json	CreateBYODClusterEnvironmentConfigurationSchema	Config JSON to use to create a new BYOD Cluster Environment.	[default to null]

CreateBYODClusterEnvironmentBuild

Model used to create a BYOD Cluster Environment Build.

Name	Type	Description	Notes
cluster_environment_id	str	ID of the Cluster Environment this Build belongs to.	[default to null]
config_json	CreateBYODAppConfigConfigurationSchema	Config JSON to use to create a new BYOD Build.	[default to null]

CreateBYODClusterEnvironmentConfigurationSchema

Name	Type	Description	Notes
docker_image	str	The custom container base image used in the Cluster Environment.	[default to null]
ray_version	str	The version of Ray used in the customer docker image.	[default to null]
env_vars	object	Environment variables in the docker image that will be used at runtime.	[optional][default to null]
registry_login_secret	str	The name or identifier of a secret containing credentials to authenticate to the docker registry hosting the image.	[optional][default to null]

CreateBuild

Model used to create a Build.

Name	Type	Description	Notes
application_template_id	str	ID of the App Config this Build belongs to.	[default to null]
config_json	CreateAppConfigConfigurationSchema	Config JSON to use to create a new Build.	[default to null]

CreateCloud

Model used to create a Cloud.

Name	Type	Description	Notes
name	str	Name of this Cloud.	[default to null]
provider	CloudProviders	Provider of this Cloud (e.g. AWS).	[default to null]
region	str	Region this Cloud is operating in. This value needs to be supported by this Cloud's provider. (e.g. us-west-2)	[default to null]
credentials	str	Credentials needed to interact with this Cloud.	[default to null]
config	CloudConfig	Additional configurable properties of this Cloud.	[optional][default to null]
is_k8s	bool	Whether this cloud is managed via Kubernetes.	[optional][default to false]
is_aioa	bool	Whether this cloud is an AIOA cloud.	[optional][default to false]
availability_zones	List[str]	The availability zones that instances of this cloud are allowed to be launched in.	[optional][default to null]
is_bring_your_own_resource	bool	Whether the resources of this cloud are provided by the customer.	[optional][default to null]
is_private_cloud	bool	Whether this cloud is a private cloud.	[optional][default to false]
cluster_management_stack_version	ClusterManagementStackVersions	The cluster management stack version of the cloud.	[optional][default to null]
is_private_service_cloud	bool	Whether services created in this cloud should be private.	[optional][default to null]

CreateCluster

Model used to create a new Cluster.

Name	Type	Description	Notes
name	str	Name of this Cluster.	[default to null]
project_id	str	Project that this Cluster belongs to. If none, this Cluster will use the default Project.	[optional][default to null]
cluster_environment_build_id	str	Cluster Environment Build that this Cluster is using.	[default to null]
cluster_compute_id	str	Cluster Compute that this Cluster is using.	[optional][default to null]
cluster_compute_config	CreateClusterComputeConfig	One-off cluster compute that this cluster is using.	[optional][default to null]
idle_timeout_minutes	int	Idle timeout (in minutes), after which the Cluster is terminated. Idle time is defined as the time during which a Cluster is not running a user command (through 'anyscale exec' or the Web UI), and does not have an attached driver. Time spent running Jupyter commands, or commands run through ssh, is still considered 'idle'.	[optional][default to null]
allow_public_internet_traffic	bool	Whether public internet traffic can access Serve endpoints or if an authentication token is required.	[optional][default to false]
user_service_access	UserServiceAccessTypes	Whether user service can be accessed by public internet traffic.	[optional][default to null]
user_service_token	str	User service token that is used to authenticate access to public user services. This must be a valid 32 byte URL safe string and can be generated by calling `secrets.token_urlsafe(32))`. This is ignored if the user service has private access. If not specified for a public user service, a token is autogenerated.	[optional][default to null]
ha_job_id	str	This is used internally by Anyscale to associate clusters to a job. It is set automatically and should not be used directly.	[optional][default to null]

CreateClusterCompute

Name	Type	Description	Notes
name	str		[optional][default to null]
project_id	str		[optional][default to null]
config	CreateClusterComputeConfig		[default to null]
anonymous	bool	An anonymous Cluster Compute does not show up in the list of cluster configs. They can still have a name so they can be easily identified.	[optional][default to false]
new_version	bool	If a Cluster Compute with the same name already exists, create this config as a new version.	[optional][default to false]

CreateClusterComputeConfig

Configuration of compute resources to use for launching a Cluster. Used when creating a cluster compute.

Name	Type	Description	Notes
cloud_id	str	The ID of the Anyscale cloud to use for launching Clusters.	[default to null]
region	str	Deprecated! When creating a cluster compute, a region does not have to be provided. Instead we will use the value from the cloud.	[optional][default to USE_CLOUD]
allowed_azs	List[str]	The availability zones that sessions are allowed to be launched in, e.g. \"us-west-2a\". If not specified or \"any\" is provided as the option, any AZ may be used. If \"any\" is provided, it must be the only item in the list.	[optional][default to null]
head_node_type	ComputeNodeType	Node configuration to use for the head node.	[default to null]
worker_node_types	List[WorkerNodeType]	A list of node types to use for worker nodes.	[default to null]
aws_advanced_configurations_json	object	The advanced configuration json that we pass directly AWS APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
aws	AWSNodeOptions	DEPRECATED: Please provide instance configuration in the `aws_advanced_configurations_json` field. Fields specific to AWS node types.	[optional][default to null]
gcp_advanced_configurations_json	object	The advanced configuration json that we pass directly GCP APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
gcp	GCPNodeOptions	DEPRECATED: Please provide instance configuration in the `gcp_advanced_configurations_json` field. Fields specific to GCP node types.	[optional][default to null]
azure	object	DEPRECATED: We don't currently support azure. Fields specific to Azure node types.	[optional][default to null]
maximum_uptime_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after cluster start.	[optional][default to null]
idle_termination_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after the cluster is idle. Idle time is defined as the time during which a Cluster is not running a user command or a Ray driver. Time spent running commands on Jupyter or ssh is still considered 'idle'. To disable, set this field to 0.	[optional][default to 120]

CreateClusterEnvironment

Model used to create an Cluster Environment.

Name	Type	Description	Notes
name	str	Name of the Cluster Environment.	[default to null]
project_id	str	ID of the Project this Cluster Environment is for.	[optional][default to null]
config_json	CreateClusterEnvironmentConfigurationSchema	Config JSON to use to create a new Cluster Environment.	[default to null]

CreateClusterEnvironmentBuild

Model used to create a Cluster Environment Build.

Name	Type	Description	Notes
cluster_environment_id	str	ID of the Cluster Environment this Build belongs to.	[default to null]
config_json	CreateAppConfigConfigurationSchema	Config JSON to use to create a new Build.	[default to null]

CreateClusterEnvironmentConfigurationSchema

Name	Type	Description	Notes
base_image	SUPPORTEDBASEIMAGESENUM	The base image to use to create a new Cluster Environment. It needs to be one of the images that we currently support (SupportedBaseImages).	[default to null]
env_vars	object	Environment varibles in the docker image that'll be used at runtime.	[optional][default to null]
debian_packages	List[str]	List of debian packages that'll be included in the image.	[optional][default to null]
python	PythonModules	Python related dependencies.	[optional][default to null]
post_build_cmds	List[str]	List of post build commands that'll be included in the image.	[optional][default to null]

CreateComputeTemplate

DEPRECATED: Please use CreateClusterCompute instead.

Name	Type	Description	Notes
name	str		[optional][default to null]
project_id	str		[optional][default to null]
config	CreateComputeTemplateConfig		[default to null]
anonymous	bool	An anonymous cluster compute does not show up in the list of cluster configs. They can still have a name so they can be easily identified.	[optional][default to false]
new_version	bool	If a Compute Template with the same name already exists, create this config as a new version.	[optional][default to false]

CreateComputeTemplateConfig

DEPRECATED: Please use CreateClusterCompute and the corresponding ClusterComputeConfig instead. Configuration of compute resources to use for launching a session. Used when creating a compute template.

Name	Type	Description	Notes
cloud_id	str	The ID of the Anyscale cloud to use for launching sessions.	[default to null]
region	str	The region to launch sessions in, e.g. \"us-west-2\".	[default to null]
allowed_azs	List[str]	The availability zones that sessions are allowed to be launched in, e.g. \"us-west-2a\". If not specified or \"any\" is provided as the option, any AZ may be used. If \"any\" is provided, it must be the only item in the list.	[optional][default to null]
head_node_type	ComputeNodeType	Node configuration to use for the head node.	[default to null]
worker_node_types	List[WorkerNodeType]	A list of node types to use for worker nodes.	[default to null]
aws_advanced_configurations_json	object	The advanced configuration json that we pass directly AWS APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
aws	AWSNodeOptions	DEPRECATED: Please provide instance configuration in the `aws_advanced_configurations_json` field. Fields specific to AWS node types.	[optional][default to null]
gcp_advanced_configurations_json	object	The advanced configuration json that we pass directly GCP APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
gcp	GCPNodeOptions	DEPRECATED: Please provide instance configuration in the `gcp_advanced_configurations_json` field. Fields specific to GCP node types.	[optional][default to null]
azure	object	DEPRECATED: We don't currently support azure. Fields specific to Azure node types.	[optional][default to null]
maximum_uptime_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after cluster start.	[optional][default to null]
idle_termination_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after the cluster is idle. Idle time is defined as the time during which a Cluster is not running a user command or a Ray driver. Time spent running commands on Jupyter or ssh is still considered 'idle'. To disable, set this field to 0.	[optional][default to 120]

CreateProductionJob

Name	Type	Description	Notes
name	str	Name of the job	[default to null]
description	str	Description of the job	[optional][default to null]
project_id	str	Id of the project this job will start clusters in	[optional][default to null]
config	CreateProductionJobConfig		[default to null]

CreateProductionJobConfig

Name	Type	Description	Notes
entrypoint	str	A script that will be run to start your job.This command will be run in the root directory of the specified runtime env. Eg. 'python script.py'	[optional][default to ]
ray_serve_config	object	The Ray Serve config to use for this Production service. This config defines your Ray Serve application, and will be passed directly to Ray Serve. You can learn more about Ray Serve config files here: https://docs.ray.io/en/latest/serve/production-guide/config.html	[optional][default to null]
runtime_env	RayRuntimeEnvConfig	A ray runtime env json. Your entrypoint will be run in the environment specified by this runtime env.	[optional][default to null]
build_id	str	The id of the cluster env build. This id will determine the docker image your job is run on.	[default to null]
compute_config_id	str	The id of the compute configuration that you want to use. This id will specify the resources required for your job	[optional][default to null]
compute_config	CreateClusterComputeConfig	One-off compute that the cluster will use.	[optional][default to null]
max_retries	int	The number of retries this job will attempt on failure. Set to None to set infinite retries	[optional][default to 5]
runtime_env_config	RayRuntimeEnvConfig	DEPRECATED: Use runtime_env	[optional][default to null]

CreateProject

Model used to create a Project.

Name	Type	Description	Notes
name	str	Name of the Project to be created.	[default to null]
cluster_config	str	Cluster config associated with the Project. This can later be used to start a Session. Default will be used if not provided.	[optional][default to null]
description	str	Description of Project.	[optional][default to null]
parent_cloud_id	str	Cloud that all resources in this project should be scoped to.	[optional][default to null]

CreateSSOConfig

Model used to create an SSOConfig. Must contain at least one of idp_metadata_url or static_config.

Name	Type	Description	Notes
idp_metadata_url	str	Identity provider (IdP) metadata url. If given along with the other static identity provider fields, Anyscale will first attempt metadata exchange to get IdP attributes. If Anyscale can't reach the metadata endpoint or if the metadata url isn't given, Anyscale will use static_idp_config as a backup. Either idp_metadata_url or static_idp_config is required.	[optional][default to null]
static_idp_config	StaticSSOConfig	Static identity provider configuration.	[optional][default to null]

CreateSchedule

Name	Type	Description	Notes
name	str	Name of the job	[default to null]
description	str	Description of the job	[optional][default to null]
project_id	str	Id of the project this job will start clusters in	[optional][default to null]
config	CreateProductionJobConfig		[default to null]
schedule	ScheduleConfig	The configuration for this schedule	[default to null]

CreateSession

Model used to create a Session. If uses_app_config is set, build_id and compute_template_id must be passed. Otherwise, cluster_config and cloud_id must be passed.

Name	Type	Description	Notes
name	str	Name of the session to be created.	[default to null]
project_id	str	Project that the session will be created in.	[default to null]
cloud_id	str	Cloud that the session will use.	[optional][default to null]
cluster_config	str	Cluster config that the session can later be started with.	[optional][default to null]
build_id	str	ID of the Build that this session was started with.	[optional][default to null]
compute_template_id	str	ID of the compute template that this session was started with.	[optional][default to null]
idle_timeout	int	Idle timeout (in minutes), after which the session is stopped. Idle time is defined as the time during which a session is not running a user command (through 'anyscale exec' or the Web UI), and does not have an attached driver. Time spent running Jupyter commands, or commands run through ssh, is still considered 'idle'.	[optional][default to null]
uses_app_config	bool	Whether or not the session uses app config. If true, it means this is not a legacy session started with cluster yaml.	[optional][default to false]
allow_public_internet_traffic	bool	Whether public internet traffic can access Serve endpoints or if an authentication token is required.	[optional][default to false]
user_service_access	UserServiceAccessTypes	Whether user service can be accessed by public internet traffic.	[optional][default to null]
user_service_token	str	User service token that is used to authenticate access to public user services. This must be a valid 32 byte URL safe string and can be generated by calling `secrets.token_urlsafe(32))`. This is ignored if the user service has private access. If not specified for a public user service, a token is autogenerated.	[optional][default to null]
ha_job_id	str	This is used internally by Anyscale to associate clusters to a job. It is set automatically and should not be used directly.	[optional][default to null]

CreateSessionCommand

Model used to create and execute a command on a Session.

Name	Type	Description	Notes
session_id	str	ID of the Session to execute this command on.	[default to null]
shell_command	str	Shell command string that will be executed.	[default to null]

EbsBlockDevice

https://docs.aws.amazon.com/AWSEC2/latest/APIReference/API_EbsBlockDevice.html

Name	Type	Description	Notes
delete_on_termination	bool		[optional][default to null]
encrypted	bool		[optional][default to null]
iops	int		[optional][default to null]
kms_key_id	str		[optional][default to null]
outpost_arn	str		[optional][default to null]
snapshot_id	str		[optional][default to null]
throughput	int		[optional][default to null]
volume_size	int		[optional][default to null]
volume_type	str		[optional][default to null]

GCPNodeDisk

Name	Type	Description	Notes
boot	bool		[optional][default to null]
auto_delete	bool		[optional][default to null]
type	str		[optional][default to null]
initialize_params	object		[optional][default to null]

GCPNodeOptions

Name	Type	Description	Notes
service_account	ServiceAccount		[optional][default to null]
disks	List[GCPNodeDisk]	[GCE] Disk configurations for GCE cluster nodes.	[optional][default to null]
labels	Dict(str, str)	[GCE] Labels for GCE cluster nodes.	[optional][default to null]

GrpcProtocolConfig

Name	Type	Description	Notes
enabled	bool	Flag to enable the protocol in alb	[optional][default to false]
port	int	The port this protocol listens on.	[optional][default to 9000]
service_names	List[str]	List of service names used to create routing	[optional]default to []]

HTTPValidationError

Name	Type	Description	Notes
detail	List[ValidationError]		[optional][default to null]

HaJobGoalStates

An enumeration.

Possible Values: ['TERMINATED', 'SUCCESS', 'RUNNING']

HaJobStates

An enumeration.

Possible Values: ['PENDING', 'AWAITING_CLUSTER_START', 'UPDATING', 'RUNNING', 'SUCCESS', 'ERRORED', 'TERMINATED', 'CLEANING_UP', 'BROKEN', 'OUT_OF_RETRIES', 'RESTARTING']

HttpProtocolConfig

Name	Type	Description	Notes
enabled	bool	Flag to enable the protocol in alb	[optional][default to true]
port	int	The port this protocol listens on.	[optional][default to 8000]

IamInstanceProfileSpecification

https://docs.aws.amazon.com/AWSEC2/latest/APIReference/API_IamInstanceProfileSpecification.html

Name	Type	Description	Notes
arn	str		[optional][default to null]
name	str		[optional][default to null]

IdleTerminationStatus

An enumeration.

Possible Values: ['ACTIVE_RAY', 'ACTIVE_COMMAND', 'ACTIVE_WORKSPACE', 'IDLE', 'ERROR', 'DISABLED']

Job

Name	Type	Description	Notes
id	str	Server assigned unique identifier.	[default to null]
ray_session_name	str	Name of the Session provided from Ray	[default to null]
ray_job_id	str	ID of the Job provided from Ray	[default to null]
name	str	Name of this Job.	[optional][default to null]
status	JobStatus	Status of this Job's execution.	[default to null]
created_at	datetime	Time at which this Job was created.	[default to null]
finished_at	datetime	Time at which this Job finished. If absent, this Job is still running.	[optional][default to null]
ray_job_submission_id	str	ID of the submitted Ray Job that this Job corresponds to.	[optional][default to null]
cluster_id	str	ID of the Anyscale Cluster this Job is on.	[default to null]
namespace_id	str	ID of the Anyscale Namespace this Job is using.	[optional][default to DEPRECATED_NAMESPACE_ID]
runtime_environment_id	str	ID of the Anyscale Runtime Environment this Job is using.	[default to null]
project_id	str	ID of the Project this Job belongs to.	[optional][default to null]
creator_id	str	ID of the user who created this Job.	[default to null]

JobListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[Job]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

JobRunType

An enumeration.

Possible Values: ['INTERACTIVE_SESSION', 'RUN', 'RAY_SUBMIT']

JobStatus

An enumeration.

Possible Values: ['RUNNING', 'COMPLETED', 'PENDING', 'STOPPED', 'SUCCEEDED', 'FAILED', 'UNKNOWN']

JobsQuery

Query model used to filter Jobs. Priority for filtering job type is: ha_job_id > type_filter > show_ray_client_runs_only (deprecated). Only one or none of these fields will be used to filter: - Specifying ha_job_id is equivalent to type_filter = {JobRunType.RUN} - Specifying show_ray_client_runs_only (deprecated) is equivalent to type_filter = {JobRunType.INTERACTIVE_SESSION, JobRunType.RAY_SUBMIT}

Name	Type	Description	Notes
name	TextQuery	Filters Jobs by name. If this field is absent, no filtering is done.	[optional][default to null]
runtime_environment_id	str	Filters Jobs by runtime enviornment id. If this field is absent, no filtering is done.	[optional][default to null]
cluster_id	str	Filters Jobs by cluster id. If this field is absent, no filtering is done.	[optional][default to null]
creator_id	str	Filters Jobs by creator_id. If this field is absent, no filtering is done.	[optional][default to null]
ray_job_id	str	Filters Jobs by ray_job_id. If this field is absent, no filtering is done. Note: the ray_job_id is only unique for one cluster.	[optional][default to null]
project_id	str	Filters Jobs by project_id. If this field is absent, no filtering is done.	[optional][default to null]
include_child_jobs	bool	Include jobs that have parents	[optional][default to false]
ha_job_id	str	Filter by Anyscale job. Shows all jobs (jobs attempts) if not specified. Prioritized first for filtering type.	[optional][default to null]
show_ray_client_runs_only	bool	DEPRECATED: use `type_filter`. Shows only Ray client runs. Prioritized third for filtering type.	[optional][default to null]
paging	PageQuery	Pagination information.	[optional][default to null]
state_filter	List[BaseJobStatus]	Filter Jobs by Job Status. If this field is an empty set, no filtering is done.	[optional]default to []]
type_filter	List[JobRunType]	Filter Jobs by their type. Their type is determined by their usage within the product e.g. Interactive sessions, job runs. Prioritized second for filtering type.	[optional]default to []]
sort_by_clauses	List[SortByClauseJobsSortField]	The order used to specify results. The list will be used to construct ORDER BY database queries. If not specified, the fallback order by clauses are 1. Creation time (desc) 2. Name (ascending) and 3. ID (ascending)	[optional]default to [{"sort_field":"CREATED_AT","sort_order":"DESC"},{"sort_field":"NAME","sort_order":"ASC"},{"sort_field":"ID","sort_order":"ASC"}]]

JobsSortField

An enumeration.

Possible Values: ['STATUS', 'CREATED_AT', 'FINISHED_AT', 'NAME', 'ID', 'COST']

ListResponseMetadata

Metadata for a ListResponse containing common info like pagination

Name	Type	Description	Notes
total	int		[optional][default to null]
next_paging_token	str		[optional][default to null]

ListServiceModel

The list model for Services. Please note that this model can be used for both Service v1 and v2. You can use the type field to differentiate between the two.

Name	Type	Description	Notes
id	str		[default to null]
name	str		[default to null]
creator_id	str	Id of the user who created the Service	[default to null]
created_at	datetime	Time the Service was created	[default to null]
project_id	str	Id of the project this Service will start clusters in. This configuration cannot be changed after the service is created.	[default to null]
current_state	ServiceEventCurrentState	The current state of this service	[default to null]
endtime	datetime		[optional][default to null]
type	ServiceType	Type of the Service	[optional][default to null]
service_observability_urls	ServiceObservabilityUrls	A JSON object with useful urls pointing to Grafana dashboards.	[default to null]

ListservicemodelListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ListServiceModel]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

LogDownloadResult

The result from a call to /logs/get_log_files.

Name	Type	Description	Notes
log_chunks	List[LogFileChunk]	A list of log file chunks.	[default to null]
next_page_token	str	Page token to fetch newer logs.	[optional][default to null]
previous_page_token	str	Page token to fetch older logs.	[optional][default to null]
bearer_token	str	Token to be used as a Bearer token passed in via Authorization header to access the log chunks.	[optional][default to null]

LogFileChunk

When we retrieve log file chunks from a cloud storage bucket, we infer properties about the chunks using a combination of (a) the filename/path, and (b) the chunk labels/metadata. We pass this metadata down to the client, so the client can group/categorize/process chunks as needed.

Name	Type	Description	Notes
cluster_id	str	The cluster ID that this file originates from.	[default to null]
chunk_name	str	The full object name of a chunk (e.g. .../dashboard_agent.log/chunk-one.log)	[default to null]
chunk_url	str	A presigned URL to download this chunk.	[default to null]
size	int	The size of this chunk (should never exceed 10MB).	[default to null]
file_name	str	The full file name (path) of a file (e.g. .../dashboard_agent.log	[default to null]
node_type	NodeType	The type of node that this file originated from (e.g. head-node, worker-nodes	[default to null]
node_ip	str	The node IP that this file originated from.	[default to null]
instance_id	str	The instance ID that this file originated from.	[default to null]
session_id	str	The session ID that this file originated from.	[default to null]
ray_pid	str	The PID that this file originated from, if appropriate.	[optional][default to null]
ray_worker_id	str	The Ray worker ID that this file originated from, if appropriate.	[optional][default to null]
job_id	str	The Ray job ID that this file originated from, if appropriate.	[optional][default to null]

LogLevelTypes

The classification of a session event.

Possible Values: ['info', 'error']

LogStream

Name	Type	Description	Notes
http_url	str	HTTP URL for retrieving initial lines.	[default to null]
stream_url	str	HTTP/WebSocket URL for streaming Ray logs.	[optional][default to null]

LogdownloadresultResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	LogDownloadResult		[default to null]

LogstreamResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	LogStream		[default to null]

NetworkInterface

Allows users to override network interface used by your instances. See https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/ec2.html#networkinterface

Name	Type	Description	Notes
subnet_id	str		[default to null]
groups	List[str]		[default to null]
associate_public_ip_address	bool		[optional][default to true]

NodeType

The type of node (head or worker).

Possible Values: ['head-node', 'worker-nodes']

ObjectStorageConfig

Field representing a object storage configuration for an organization in a region

Name	Type	Description	Notes
s3	ObjectStorageConfigS3	S3 configuration	[optional][default to null]

ObjectStorageConfigS3

Name	Type	Description	Notes
region	str		[default to null]
bucket	str		[default to null]
path	str		[default to null]
aws_access_key_id	str		[default to null]
aws_secret_access_key	str		[default to null]
aws_session_token	str		[default to null]

ObjectstorageconfigResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ObjectStorageConfig		[default to null]

OperationError

The response of this operation in case of failure

Name	Type	Description	Notes
message	str	Human readable message explaining why this operation failed.	[default to null]

OperationProgress

Provides detailed information about how this operation is progressing.

Name	Type	Description	Notes
message	str	Human readable message about the progress of an operation.	[default to null]

OperationResult

The result of an Operation upon completion. Exactly one of error or data will be set.

Name	Type	Description	Notes
data	object	The response of this operation in case of success. This is typically the resource that this operation acted on.	[optional][default to null]
error	OperationError	The response of this operation in case of failure	[optional][default to null]

Organization

Fields representing an Organization

Name	Type	Description	Notes
id	str	Server assigned unique identifier.	[default to null]
name	str	Organization's display name.	[default to null]
public_identifier	str	Organization's public identifier.	[default to null]
sso_required	bool	Require users to log in to your organization using single sign on (SSO).	[optional][default to false]

OrganizationResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	Organization		[default to null]

PageQuery

Query model for paginating results.

Name	Type	Description	Notes
count	int	Number of elements to fetch. Defaults to 10.	[optional][default to 10]
paging_token	str	Token used for pagination. If absent, server will return elements from the first page.	[optional][default to null]

PauseSchedule

Name	Type	Description	Notes
is_paused	bool	Whether to pause or unpause this cron job	[default to null]

ProductionJob

Model of a Production Job for use in the SDK.

Name	Type	Description	Notes
id	str	The id of this job	[default to null]
name	str	Name of the job	[default to null]
description	str	Description of the job	[optional][default to null]
created_at	datetime	The time this job was created	[default to null]
creator_id	str	The id of the user who created this job	[default to null]
config	ProductionJobConfig	The config that was used to create this job	[default to null]
state	ProductionJobStateTransition	The current state of this job	[default to null]
project_id	str	Id of the project this job will start clusters in	[default to null]
last_job_run_id	str	The id of the last job run	[optional][default to null]
schedule_id	str	If the job was launched via Scheduled job, this will contain the id of that schedule.	[optional][default to null]

ProductionJobConfig

Name	Type	Description	Notes
entrypoint	str	A script that will be run to start your job.This command will be run in the root directory of the specified runtime env. Eg. 'python script.py'	[optional][default to ]
ray_serve_config	object	The Ray Serve config to use for this Production service. This config defines your Ray Serve application, and will be passed directly to Ray Serve. You can learn more about Ray Serve config files here: https://docs.ray.io/en/latest/serve/production-guide/config.html	[optional][default to null]
runtime_env	RayRuntimeEnvConfig	A ray runtime env json. Your entrypoint will be run in the environment specified by this runtime env.	[optional][default to null]
build_id	str	The id of the cluster env build. This id will determine the docker image your job is run on.	[default to null]
compute_config_id	str	The id of the compute configuration that you want to use. This id will specify the resources required for your job	[default to null]
compute_config	CreateClusterComputeConfig	One-off compute that the cluster will use.	[optional][default to null]
max_retries	int	The number of retries this job will attempt on failure. Set to None to set infinite retries	[optional][default to 5]
runtime_env_config	RayRuntimeEnvConfig	DEPRECATED: Use runtime_env	[optional][default to null]

ProductionJobStateTransition

Name	Type	Description	Notes
id	str	The id of this job state transition	[default to null]
state_transitioned_at	datetime	The last time the state of this job was updated. This includes updates to the state and to the goal state	[default to null]
current_state	HaJobStates	The current state of the job	[default to null]
goal_state	HaJobGoalStates	The goal state of the job	[optional][default to null]
error	str	An error message that occurred in this job state transition	[optional][default to null]
operation_message	str	The logging message for this job state transition	[optional][default to null]
cluster_id	str	The id of the cluster the job is running on	[optional][default to null]

ProductionServiceV2Model

DEPRECATED. Please use ServiceModel with new sdk calls.

Name	Type	Description	Notes
id	str	Id of the Service	[default to null]
name	str	Name of the Service	[default to null]
description	str	Description of the Service	[optional][default to null]
project_id	str	Id of the project this Service will start clusters in. This configuration cannot be changed after the service is created.	[default to null]
cloud_id	str	Id of the cloud this Service belongs to, and will launch clusters in. This configuration cannot be changed.	[default to null]
creator_id	str	Id of the user who created the Service	[default to null]
created_at	datetime	Time the Service was created	[default to null]
hostname	str	The hostname of the service	[default to null]
current_state	ServiceEventCurrentState	The current state of this service	[default to null]
goal_state	ServiceGoalStates	The goal state of this service	[default to null]
auth_token	str	Token to use for service auth. To use the token, add it as a header with the key 'Authorization' and the value 'Bearer <token>'	[optional][default to null]
auto_rollout_enabled	bool	Whether or not the service is using auto rollout	[default to null]
versions	List[ProductionServiceV2VersionModel]	DEPRECATED. Please use `primary_version` and `canary_version` fields. Active versions of this service, sorted by creation time in ascending order.	[default to null]
primary_version	ProductionServiceV2VersionModel	Primary version of this service. If the service is terminated, this field refers to the most recently active version.	[default to null]
canary_version	ProductionServiceV2VersionModel	Canary version of this service. Present only if the service is in the `ROLLING_OUT` state.	[optional][default to null]
service_observability_urls	ServiceObservabilityUrls	A JSON object with useful urls pointing to Grafana dashboards.	[default to null]
base_url	str	The base url of this service	[default to null]
ended_at	datetime	Time the Service was terminated	[optional][default to null]

ProductionServiceV2VersionModel

Name	Type	Description	Notes
id	str	Id of the Service Version	[default to null]
created_at	datetime	Time the version was created	[default to null]
weight	int	The target percentage of traffic sent to this version. This is a number between 0 and 100.	[default to null]
current_weight	int	The current percentage of traffic sent to this version. This is a number between 0 and 100.	[optional][default to null]
version	str	The version string identifier for this version	[default to null]
ray_serve_config	object		[default to null]
ray_gcs_external_storage_config	RayGCSExternalStorageConfig	Config for the Ray GCS to connect to external storage. If populated, head node fault tolerance is enabled for this service.	[optional][default to null]
build_id	str	The id of the cluster env build. This id will determine the docker image your Service is run using.	[default to null]
compute_config_id	str	The id of the compute configuration that you want to use. This id will specify the resources required for your Service.The compute template includes a `cloud_id` that cannot be updated.	[default to null]
production_job_ids	List[str]	The list of production job ids associated with this service version.	[default to null]

ProductionjobListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ProductionJob]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ProductionjobResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ProductionJob		[default to null]

Productionservicev2ModelResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ProductionServiceV2Model		[default to null]

Project

Model used to read a Project.

Name	Type	Description	Notes
name	str	Name of the Project to be created.	[default to null]
cluster_config	str	Cluster config associated with the Project. This can later be used to start a Session.	[default to null]
description	str	Description of Project.	[optional][default to null]
parent_cloud_id	str	Cloud that all resources in this project should be scoped to.	[optional][default to null]
id	str	Server assigned unique identifier of the Project.	[default to null]
creator_id	str	Identifier of user who created the Project.	[optional][default to null]
created_at	datetime	Time at which Project was created.	[default to null]
organization_id	str	Organization that the Project is associated with.	[default to null]
last_used_cloud_id	str	ID of the last cloud used in this project, or by the user if this is a new project.	[optional][default to null]
is_default	bool	True if this project is the default project for the organization.	[default to null]
directory_name	str	Directory name of project to be used as working directory of clusters.	[default to null]
active_sessions	int	Read only. Number of active sessions for this project.	[default to null]
last_activity_at	datetime	Read only. The most recent activity for this project. This is based on the most recently created sessions	[default to null]

ProjectListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[Project]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ProjectResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	Project		[default to null]

ProjectsQuery

Query model used to filter Projects. It is used in the SDK.

Name	Type	Description	Notes
name	TextQuery	Filters Projects by name. If this field is absent, no filtering is done.	[optional][default to null]
creator_id	TextQuery	Filters Projects by creator_id. If this field is absent, no filtering is done.	[optional][default to null]
paging	PageQuery	Pagination information.	[optional][default to null]
parent_cloud_id	TextQuery	Filters Projects by parent_cloud_id. If this field is absent, no filtering is done.	[optional][default to null]

Protocols

Name	Type	Description	Notes
http	HttpProtocolConfig	The protocol setup for HTTP.	[optional][default to null]
grpc	GrpcProtocolConfig	The protocol setup for gRPC.	[optional][default to null]

PythonModules

Name	Type	Description	Notes
pip_packages	List[str]	List of pip packages that'll be included in the image.	[optional][default to null]
conda_packages	List[str]	List of conda packages that'll be included in the image.	[optional][default to null]

PythonVersion

An enumeration.

Possible Values: ['py36', 'py37', 'py38', 'py39', 'py310', 'py311']

RayGCSExternalStorageConfig

This model is derived from ClusterGCSExternalStorageConfig and includes an additional enable field. RayGCSExternalStorageConfig is converted into ClusterGCSExternalStorageConfig to filter for fields that are relevant when creating ray_gcs_external_storage_config.

Name	Type	Description	Notes
address	str	Address to connect to external storage at. Must be accessible from instances running in the provided cloud.	[optional][default to null]
redis_certificate_path	str	Path to the certificate on the head node. This path is only relevant when TLS is enabled.	[optional][default to /etc/ssl/certs/ca-certificates.crt]
enable	bool	Enable GCS Fault Tolerance (FT) for the service. Default is set to True.	[optional][default to true]

RayRuntimeEnvConfig

A runtime env config. Can be used to start a production job.

Name	Type	Description	Notes
working_dir	str	The working directory that your code will run in. Must be a remote URI like an s3 or git path.	[optional][default to null]
py_modules	List[str]	Python modules that will be installed along with your runtime env. These must be remote URIs.	[optional][default to null]
pip	List[str]	A list of pip packages to install.	[optional][default to null]
conda	object	[Union[Dict[str, Any], str]: Either the conda YAML config or the name of a local conda env (e.g., \"pytorch_p36\"),	[optional][default to null]
env_vars	Dict(str, str)	Environment variables to set.	[optional][default to null]

Resources

Name	Type	Description	Notes
cpu	int	Number of CPUs in this node type. If left blank, Ray may automatically detect it for you; see https://docs.ray.io/en/master/cluster/vms/references/ray-cluster-configuration.html#resources for more.	[optional][default to null]
gpu	int	Number of GPUs in this node type. If left blank, Ray may automatically detect it for you; see https://docs.ray.io/en/master/cluster/vms/references/ray-cluster-configuration.html#resources for more.	[optional][default to null]
memory	int	Amount of memory to allocate to the Python worker. If left blank, Ray will choose an appropriate amount based on available resources; see https://docs.ray.io/en/master/cluster/vms/references/ray-cluster-configuration.html#resources for more.	[optional][default to null]
object_store_memory	int	The amount of memory in bytes allocated for the Ray object store on this node. If left blank, Ray will choose an appropriate amount; see https://docs.ray.io/en/master/cluster/vms/references/ray-cluster-configuration.html#resources for more.	[optional][default to null]
custom_resources	Dict(str, int)	Declare custom resources for this node to be used by Ray autoscaler.	[optional][default to {}]

RolloutStrategy

An enumeration.

Possible Values: ['ROLLOUT', 'IN_PLACE']

RuntimeEnvironment

Reusable runtime environment for Jobs and Actors running in Anyscale.

Name	Type	Description	Notes
id	str	Server assigned unique Identifier	[default to null]
ray_env_hash	str	A hash of this Runtime Environment as provided by Ray	[default to null]
name	str	Name for this Runtime Environment.	[optional][default to null]
working_dir	str	The working directory for this Runtime Environment.	[optional][default to null]
py_modules	List[str]	Python modules included in this Runtime Environment.	[optional][default to null]
pip_packages	str	Pip dependencies installed in this Runtime Environment.	[optional][default to null]
conda_env_name	str	Name of the Conda environment this Runtime Environment is using.	[optional][default to null]
conda_values	object	Conda values for this Runtime Environment.	[optional][default to null]
env_variables	Dict(str, str)	Environment variables set for this Runtime Environment.	[optional][default to null]
created_at	datetime	Time at which this Runtime Environment was created.	[default to null]
creator_id	str	ID of the User who created this Runtime Environment.	[default to null]

RuntimeenvironmentResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	RuntimeEnvironment		[default to null]

SSOConfig

Read model of an SSOConfig

Name	Type	Description	Notes
idp_metadata_url	str	Identity provider (IdP) metadata url. If given along with the other static identity provider fields, Anyscale will first attempt metadata exchange to get IdP attributes. If Anyscale can't reach the metadata endpoint or if the metadata url isn't given, Anyscale will use static_idp_config as a backup. Either idp_metadata_url or static_idp_config is required.	[optional][default to null]
static_idp_config	StaticSSOConfig	Static identity provider configuration.	[optional][default to null]
id	str	ID of this SSO Config.	[default to null]
created_at	datetime	Time at which this SSO Config was created.	[default to null]
creator_id	str	ID of the user who created this SSO Config.	[default to null]

SSOMode

An enumeration.

Possible Values: ['off', 'optional', 'required']

SUPPORTEDBASEIMAGESENUM

An enumeration.

Possible Values: ['anyscale/ray-ml:1.10.0-py37-gpu', 'anyscale/ray-ml:1.10.0-py38-gpu', 'anyscale/ray-ml:1.10.0rc0-py37-gpu', 'anyscale/ray-ml:1.10.0rc0-py38-gpu', 'anyscale/ray-ml:1.11.0-py37-gpu', 'anyscale/ray-ml:1.11.0-py38-gpu', 'anyscale/ray-ml:1.11.1-py37-gpu', 'anyscale/ray-ml:1.11.1-py38-gpu', 'anyscale/ray-ml:1.12.0-py37-gpu', 'anyscale/ray-ml:1.12.0-py38-gpu', 'anyscale/ray-ml:1.12.1-py37-gpu', 'anyscale/ray-ml:1.12.1-py38-gpu', 'anyscale/ray-ml:1.13.0-py37-cpu', 'anyscale/ray-ml:1.13.0-py37-gpu', 'anyscale/ray-ml:1.13.0-py38-cpu', 'anyscale/ray-ml:1.13.0-py38-gpu', 'anyscale/ray-ml:1.13.0rc0-py37-gpu', 'anyscale/ray-ml:1.13.0rc0-py38-gpu', 'anyscale/ray-ml:1.7.0', 'anyscale/ray-ml:1.7.0-gpu', 'anyscale/ray-ml:1.7.0-py37', 'anyscale/ray-ml:1.7.0-py37-gpu', 'anyscale/ray-ml:1.7.0-py38', 'anyscale/ray-ml:1.7.0-py38-gpu', 'anyscale/ray-ml:1.7.0rc0', 'anyscale/ray-ml:1.7.0rc0-gpu', 'anyscale/ray-ml:1.7.0rc0-py37', 'anyscale/ray-ml:1.7.0rc0-py37-gpu', 'anyscale/ray-ml:1.7.0rc0-py38', 'anyscale/ray-ml:1.7.0rc0-py38-gpu', 'anyscale/ray-ml:1.8.0', 'anyscale/ray-ml:1.8.0-gpu', 'anyscale/ray-ml:1.8.0-py37', 'anyscale/ray-ml:1.8.0-py37-gpu', 'anyscale/ray-ml:1.8.0-py38', 'anyscale/ray-ml:1.8.0-py38-gpu', 'anyscale/ray-ml:1.9.0-py37-gpu', 'anyscale/ray-ml:1.9.0-py38-gpu', 'anyscale/ray-ml:1.9.0rc1-py37-gpu', 'anyscale/ray-ml:1.9.0rc1-py38-gpu', 'anyscale/ray-ml:1.9.0rc2-py37-gpu', 'anyscale/ray-ml:1.9.0rc2-py38-gpu', 'anyscale/ray-ml:1.9.1-py37-gpu', 'anyscale/ray-ml:1.9.1-py38-gpu', 'anyscale/ray-ml:1.9.1rc0-py37-gpu', 'anyscale/ray-ml:1.9.1rc0-py38-gpu', 'anyscale/ray-ml:1.9.2-py37-gpu', 'anyscale/ray-ml:1.9.2-py38-gpu', 'anyscale/ray-ml:2.0.0-py37-cpu', 'anyscale/ray-ml:2.0.0-py37-gpu', 'anyscale/ray-ml:2.0.0-py38-cpu', 'anyscale/ray-ml:2.0.0-py38-gpu', 'anyscale/ray-ml:2.0.0rc0-py37-cpu', 'anyscale/ray-ml:2.0.0rc0-py37-gpu', 'anyscale/ray-ml:2.0.0rc0-py38-cpu', 'anyscale/ray-ml:2.0.0rc0-py38-gpu', 'anyscale/ray-ml:2.0.0rc1-py37-cpu', 'anyscale/ray-ml:2.0.0rc1-py37-gpu', 'anyscale/ray-ml:2.0.0rc1-py38-cpu', 'anyscale/ray-ml:2.0.0rc1-py38-gpu', 'anyscale/ray-ml:2.0.1-py37-cpu', 'anyscale/ray-ml:2.0.1-py37-gpu', 'anyscale/ray-ml:2.0.1-py38-cpu', 'anyscale/ray-ml:2.0.1-py38-gpu', 'anyscale/ray-ml:2.1.0-py37-cpu', 'anyscale/ray-ml:2.1.0-py37-gpu', 'anyscale/ray-ml:2.1.0-py38-cpu', 'anyscale/ray-ml:2.1.0-py38-gpu', 'anyscale/ray-ml:2.2.0-py310-cpu', 'anyscale/ray-ml:2.2.0-py310-gpu', 'anyscale/ray-ml:2.2.0-py37-cpu', 'anyscale/ray-ml:2.2.0-py37-gpu', 'anyscale/ray-ml:2.2.0-py38-cpu', 'anyscale/ray-ml:2.2.0-py38-gpu', 'anyscale/ray-ml:2.2.0-py39-cpu', 'anyscale/ray-ml:2.2.0-py39-gpu', 'anyscale/ray-ml:2.3.0-py310-cpu', 'anyscale/ray-ml:2.3.0-py310-gpu', 'anyscale/ray-ml:2.3.0-py37-cpu', 'anyscale/ray-ml:2.3.0-py37-gpu', 'anyscale/ray-ml:2.3.0-py38-cpu', 'anyscale/ray-ml:2.3.0-py38-gpu', 'anyscale/ray-ml:2.3.0-py39-cpu', 'anyscale/ray-ml:2.3.0-py39-gpu', 'anyscale/ray-ml:2.3.1-py310-cpu', 'anyscale/ray-ml:2.3.1-py310-gpu', 'anyscale/ray-ml:2.3.1-py37-cpu', 'anyscale/ray-ml:2.3.1-py37-gpu', 'anyscale/ray-ml:2.3.1-py38-cpu', 'anyscale/ray-ml:2.3.1-py38-gpu', 'anyscale/ray-ml:2.3.1-py39-cpu', 'anyscale/ray-ml:2.3.1-py39-gpu', 'anyscale/ray-ml:2.4.0-py310-cpu', 'anyscale/ray-ml:2.4.0-py310-gpu', 'anyscale/ray-ml:2.4.0-py37-cpu', 'anyscale/ray-ml:2.4.0-py37-gpu', 'anyscale/ray-ml:2.4.0-py38-cpu', 'anyscale/ray-ml:2.4.0-py38-gpu', 'anyscale/ray-ml:2.4.0-py39-cpu', 'anyscale/ray-ml:2.4.0-py39-gpu', 'anyscale/ray-ml:2.5.0-py310-cpu', 'anyscale/ray-ml:2.5.0-py310-gpu', 'anyscale/ray-ml:2.5.0-py37-cpu', 'anyscale/ray-ml:2.5.0-py37-gpu', 'anyscale/ray-ml:2.5.0-py38-cpu', 'anyscale/ray-ml:2.5.0-py38-gpu', 'anyscale/ray-ml:2.5.0-py39-cpu', 'anyscale/ray-ml:2.5.0-py39-gpu', 'anyscale/ray-ml:2.5.1-py310-cpu', 'anyscale/ray-ml:2.5.1-py310-gpu', 'anyscale/ray-ml:2.5.1-py37-cpu', 'anyscale/ray-ml:2.5.1-py37-gpu', 'anyscale/ray-ml:2.5.1-py38-cpu', 'anyscale/ray-ml:2.5.1-py38-gpu', 'anyscale/ray-ml:2.5.1-py39-cpu', 'anyscale/ray-ml:2.5.1-py39-gpu', 'anyscale/ray-ml:2.6.0-py310-cpu', 'anyscale/ray-ml:2.6.0-py310-gpu', 'anyscale/ray-ml:2.6.0-py38-cpu', 'anyscale/ray-ml:2.6.0-py38-gpu', 'anyscale/ray-ml:2.6.0-py39-cpu', 'anyscale/ray-ml:2.6.0-py39-gpu', 'anyscale/ray-ml:2.6.1-py310-cpu', 'anyscale/ray-ml:2.6.1-py310-gpu', 'anyscale/ray-ml:2.6.1-py38-cpu', 'anyscale/ray-ml:2.6.1-py38-gpu', 'anyscale/ray-ml:2.6.1-py39-cpu', 'anyscale/ray-ml:2.6.1-py39-gpu', 'anyscale/ray-ml:2.6.2-py310-cpu', 'anyscale/ray-ml:2.6.2-py310-gpu', 'anyscale/ray-ml:2.6.2-py38-cpu', 'anyscale/ray-ml:2.6.2-py38-gpu', 'anyscale/ray-ml:2.6.2-py39-cpu', 'anyscale/ray-ml:2.6.2-py39-gpu', 'anyscale/ray-ml:2.6.3-py310-cpu', 'anyscale/ray-ml:2.6.3-py310-gpu', 'anyscale/ray-ml:2.6.3-py38-cpu', 'anyscale/ray-ml:2.6.3-py38-gpu', 'anyscale/ray-ml:2.6.3-py39-cpu', 'anyscale/ray-ml:2.6.3-py39-gpu', 'anyscale/ray-ml:2.7.0optimized-py310-cpu', 'anyscale/ray-ml:2.7.0optimized-py310-gpu', 'anyscale/ray-ml:2.7.0optimized-py38-cpu', 'anyscale/ray-ml:2.7.0optimized-py38-gpu', 'anyscale/ray-ml:2.7.0optimized-py39-cpu', 'anyscale/ray-ml:2.7.0optimized-py39-gpu', 'anyscale/ray-ml:2.7.1optimized-py310-cpu', 'anyscale/ray-ml:2.7.1optimized-py310-gpu', 'anyscale/ray-ml:2.7.1optimized-py38-cpu', 'anyscale/ray-ml:2.7.1optimized-py38-gpu', 'anyscale/ray-ml:2.7.1optimized-py39-cpu', 'anyscale/ray-ml:2.7.1optimized-py39-gpu', 'anyscale/ray-ml:2.8.0-py310-cpu', 'anyscale/ray-ml:2.8.0-py310-gpu', 'anyscale/ray-ml:2.8.0-py38-cpu', 'anyscale/ray-ml:2.8.0-py38-gpu', 'anyscale/ray-ml:2.8.0-py39-cpu', 'anyscale/ray-ml:2.8.0-py39-gpu', 'anyscale/ray-ml:nightly-py310-gpu', 'anyscale/ray-ml:nightly-py311-gpu', 'anyscale/ray-ml:nightly-py37-gpu', 'anyscale/ray-ml:nightly-py38-gpu', 'anyscale/ray-ml:nightly-py39-gpu', 'anyscale/ray:1.10.0-py37', 'anyscale/ray:1.10.0-py37-cu101', 'anyscale/ray:1.10.0-py37-cu102', 'anyscale/ray:1.10.0-py37-cu110', 'anyscale/ray:1.10.0-py37-cu111', 'anyscale/ray:1.10.0-py37-cu112', 'anyscale/ray:1.10.0-py38', 'anyscale/ray:1.10.0-py38-cu101', 'anyscale/ray:1.10.0-py38-cu102', 'anyscale/ray:1.10.0-py38-cu110', 'anyscale/ray:1.10.0-py38-cu111', 'anyscale/ray:1.10.0-py38-cu112', 'anyscale/ray:1.10.0-py39', 'anyscale/ray:1.10.0-py39-cu101', 'anyscale/ray:1.10.0-py39-cu102', 'anyscale/ray:1.10.0-py39-cu110', 'anyscale/ray:1.10.0-py39-cu111', 'anyscale/ray:1.10.0-py39-cu112', 'anyscale/ray:1.10.0rc0-py37', 'anyscale/ray:1.10.0rc0-py37-cu101', 'anyscale/ray:1.10.0rc0-py37-cu102', 'anyscale/ray:1.10.0rc0-py37-cu110', 'anyscale/ray:1.10.0rc0-py37-cu111', 'anyscale/ray:1.10.0rc0-py37-cu112', 'anyscale/ray:1.10.0rc0-py38', 'anyscale/ray:1.10.0rc0-py38-cu101', 'anyscale/ray:1.10.0rc0-py38-cu102', 'anyscale/ray:1.10.0rc0-py38-cu110', 'anyscale/ray:1.10.0rc0-py38-cu111', 'anyscale/ray:1.10.0rc0-py38-cu112', 'anyscale/ray:1.11.0-py37', 'anyscale/ray:1.11.0-py37-cu101', 'anyscale/ray:1.11.0-py37-cu102', 'anyscale/ray:1.11.0-py37-cu110', 'anyscale/ray:1.11.0-py37-cu111', 'anyscale/ray:1.11.0-py37-cu112', 'anyscale/ray:1.11.0-py38', 'anyscale/ray:1.11.0-py38-cu101', 'anyscale/ray:1.11.0-py38-cu102', 'anyscale/ray:1.11.0-py38-cu110', 'anyscale/ray:1.11.0-py38-cu111', 'anyscale/ray:1.11.0-py38-cu112', 'anyscale/ray:1.11.0-py39', 'anyscale/ray:1.11.0-py39-cu101', 'anyscale/ray:1.11.0-py39-cu102', 'anyscale/ray:1.11.0-py39-cu110', 'anyscale/ray:1.11.0-py39-cu111', 'anyscale/ray:1.11.0-py39-cu112', 'anyscale/ray:1.11.1-py37', 'anyscale/ray:1.11.1-py37-cu101', 'anyscale/ray:1.11.1-py37-cu102', 'anyscale/ray:1.11.1-py37-cu110', 'anyscale/ray:1.11.1-py37-cu111', 'anyscale/ray:1.11.1-py37-cu112', 'anyscale/ray:1.11.1-py38', 'anyscale/ray:1.11.1-py38-cu101', 'anyscale/ray:1.11.1-py38-cu102', 'anyscale/ray:1.11.1-py38-cu110', 'anyscale/ray:1.11.1-py38-cu111', 'anyscale/ray:1.11.1-py38-cu112', 'anyscale/ray:1.11.1-py39', 'anyscale/ray:1.11.1-py39-cu101', 'anyscale/ray:1.11.1-py39-cu102', 'anyscale/ray:1.11.1-py39-cu110', 'anyscale/ray:1.11.1-py39-cu111', 'anyscale/ray:1.11.1-py39-cu112', 'anyscale/ray:1.12.0-py37', 'anyscale/ray:1.12.0-py37-cu101', 'anyscale/ray:1.12.0-py37-cu102', 'anyscale/ray:1.12.0-py37-cu110', 'anyscale/ray:1.12.0-py37-cu111', 'anyscale/ray:1.12.0-py37-cu112', 'anyscale/ray:1.12.0-py38', 'anyscale/ray:1.12.0-py38-cu101', 'anyscale/ray:1.12.0-py38-cu102', 'anyscale/ray:1.12.0-py38-cu110', 'anyscale/ray:1.12.0-py38-cu111', 'anyscale/ray:1.12.0-py38-cu112', 'anyscale/ray:1.12.0-py39', 'anyscale/ray:1.12.0-py39-cu101', 'anyscale/ray:1.12.0-py39-cu102', 'anyscale/ray:1.12.0-py39-cu110', 'anyscale/ray:1.12.0-py39-cu111', 'anyscale/ray:1.12.0-py39-cu112', 'anyscale/ray:1.12.1-py37', 'anyscale/ray:1.12.1-py37-cu101', 'anyscale/ray:1.12.1-py37-cu102', 'anyscale/ray:1.12.1-py37-cu110', 'anyscale/ray:1.12.1-py37-cu111', 'anyscale/ray:1.12.1-py37-cu112', 'anyscale/ray:1.12.1-py38', 'anyscale/ray:1.12.1-py38-cu101', 'anyscale/ray:1.12.1-py38-cu102', 'anyscale/ray:1.12.1-py38-cu110', 'anyscale/ray:1.12.1-py38-cu111', 'anyscale/ray:1.12.1-py38-cu112', 'anyscale/ray:1.12.1-py39', 'anyscale/ray:1.12.1-py39-cu101', 'anyscale/ray:1.12.1-py39-cu102', 'anyscale/ray:1.12.1-py39-cu110', 'anyscale/ray:1.12.1-py39-cu111', 'anyscale/ray:1.12.1-py39-cu112', 'anyscale/ray:1.13.0-py310', 'anyscale/ray:1.13.0-py37', 'anyscale/ray:1.13.0-py37-cu101', 'anyscale/ray:1.13.0-py37-cu102', 'anyscale/ray:1.13.0-py37-cu110', 'anyscale/ray:1.13.0-py37-cu111', 'anyscale/ray:1.13.0-py37-cu112', 'anyscale/ray:1.13.0-py38', 'anyscale/ray:1.13.0-py38-cu101', 'anyscale/ray:1.13.0-py38-cu102', 'anyscale/ray:1.13.0-py38-cu110', 'anyscale/ray:1.13.0-py38-cu111', 'anyscale/ray:1.13.0-py38-cu112', 'anyscale/ray:1.13.0-py39', 'anyscale/ray:1.13.0-py39-cu101', 'anyscale/ray:1.13.0-py39-cu102', 'anyscale/ray:1.13.0-py39-cu110', 'anyscale/ray:1.13.0-py39-cu111', 'anyscale/ray:1.13.0-py39-cu112', 'anyscale/ray:1.13.0rc0-py37', 'anyscale/ray:1.13.0rc0-py37-cu101', 'anyscale/ray:1.13.0rc0-py37-cu102', 'anyscale/ray:1.13.0rc0-py37-cu110', 'anyscale/ray:1.13.0rc0-py37-cu111', 'anyscale/ray:1.13.0rc0-py37-cu112', 'anyscale/ray:1.13.0rc0-py38', 'anyscale/ray:1.13.0rc0-py38-cu101', 'anyscale/ray:1.13.0rc0-py38-cu102', 'anyscale/ray:1.13.0rc0-py38-cu110', 'anyscale/ray:1.13.0rc0-py38-cu111', 'anyscale/ray:1.13.0rc0-py38-cu112', 'anyscale/ray:1.13.0rc0-py39', 'anyscale/ray:1.13.0rc0-py39-cu101', 'anyscale/ray:1.13.0rc0-py39-cu102', 'anyscale/ray:1.13.0rc0-py39-cu110', 'anyscale/ray:1.13.0rc0-py39-cu111', 'anyscale/ray:1.13.0rc0-py39-cu112', 'anyscale/ray:1.7.0', 'anyscale/ray:1.7.0-gpu', 'anyscale/ray:1.7.0-py37', 'anyscale/ray:1.7.0-py37-gpu', 'anyscale/ray:1.7.0-py38', 'anyscale/ray:1.7.0-py38-gpu', 'anyscale/ray:1.7.0rc0', 'anyscale/ray:1.7.0rc0-gpu', 'anyscale/ray:1.7.0rc0-py37', 'anyscale/ray:1.7.0rc0-py37-gpu', 'anyscale/ray:1.7.0rc0-py38', 'anyscale/ray:1.7.0rc0-py38-gpu', 'anyscale/ray:1.8.0', 'anyscale/ray:1.8.0-gpu', 'anyscale/ray:1.8.0-py37', 'anyscale/ray:1.8.0-py37-gpu', 'anyscale/ray:1.8.0-py38', 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'anyscale/ray:2.5.1-py39-cu116', 'anyscale/ray:2.5.1-py39-cu118', 'anyscale/ray:2.6.0-py310', 'anyscale/ray:2.6.0-py310-cu115', 'anyscale/ray:2.6.0-py310-cu116', 'anyscale/ray:2.6.0-py310-cu117', 'anyscale/ray:2.6.0-py310-cu118', 'anyscale/ray:2.6.0-py37', 'anyscale/ray:2.6.0-py37-cu115', 'anyscale/ray:2.6.0-py37-cu116', 'anyscale/ray:2.6.0-py37-cu117', 'anyscale/ray:2.6.0-py37-cu118', 'anyscale/ray:2.6.0-py38', 'anyscale/ray:2.6.0-py38-cu115', 'anyscale/ray:2.6.0-py38-cu116', 'anyscale/ray:2.6.0-py38-cu117', 'anyscale/ray:2.6.0-py38-cu118', 'anyscale/ray:2.6.0-py39', 'anyscale/ray:2.6.0-py39-cu115', 'anyscale/ray:2.6.0-py39-cu116', 'anyscale/ray:2.6.0-py39-cu117', 'anyscale/ray:2.6.0-py39-cu118', 'anyscale/ray:2.6.1-py310', 'anyscale/ray:2.6.1-py310-cu115', 'anyscale/ray:2.6.1-py310-cu116', 'anyscale/ray:2.6.1-py310-cu117', 'anyscale/ray:2.6.1-py310-cu118', 'anyscale/ray:2.6.1-py37', 'anyscale/ray:2.6.1-py37-cu115', 'anyscale/ray:2.6.1-py37-cu116', 'anyscale/ray:2.6.1-py37-cu117', 'anyscale/ray:2.6.1-py37-cu118', 'anyscale/ray:2.6.1-py38', 'anyscale/ray:2.6.1-py38-cu115', 'anyscale/ray:2.6.1-py38-cu116', 'anyscale/ray:2.6.1-py38-cu117', 'anyscale/ray:2.6.1-py38-cu118', 'anyscale/ray:2.6.1-py39', 'anyscale/ray:2.6.1-py39-cu115', 'anyscale/ray:2.6.1-py39-cu116', 'anyscale/ray:2.6.1-py39-cu117', 'anyscale/ray:2.6.1-py39-cu118', 'anyscale/ray:2.6.2-py310', 'anyscale/ray:2.6.2-py310-cu115', 'anyscale/ray:2.6.2-py310-cu116', 'anyscale/ray:2.6.2-py310-cu117', 'anyscale/ray:2.6.2-py310-cu118', 'anyscale/ray:2.6.2-py37', 'anyscale/ray:2.6.2-py37-cu115', 'anyscale/ray:2.6.2-py37-cu116', 'anyscale/ray:2.6.2-py37-cu117', 'anyscale/ray:2.6.2-py37-cu118', 'anyscale/ray:2.6.2-py38', 'anyscale/ray:2.6.2-py38-cu115', 'anyscale/ray:2.6.2-py38-cu116', 'anyscale/ray:2.6.2-py38-cu117', 'anyscale/ray:2.6.2-py38-cu118', 'anyscale/ray:2.6.2-py39', 'anyscale/ray:2.6.2-py39-cu115', 'anyscale/ray:2.6.2-py39-cu116', 'anyscale/ray:2.6.2-py39-cu117', 'anyscale/ray:2.6.2-py39-cu118', 'anyscale/ray:2.6.3-py310', 'anyscale/ray:2.6.3-py310-cu115', 'anyscale/ray:2.6.3-py310-cu116', 'anyscale/ray:2.6.3-py310-cu117', 'anyscale/ray:2.6.3-py310-cu118', 'anyscale/ray:2.6.3-py37', 'anyscale/ray:2.6.3-py37-cu115', 'anyscale/ray:2.6.3-py37-cu116', 'anyscale/ray:2.6.3-py37-cu117', 'anyscale/ray:2.6.3-py37-cu118', 'anyscale/ray:2.6.3-py38', 'anyscale/ray:2.6.3-py38-cu115', 'anyscale/ray:2.6.3-py38-cu116', 'anyscale/ray:2.6.3-py38-cu117', 'anyscale/ray:2.6.3-py38-cu118', 'anyscale/ray:2.6.3-py39', 'anyscale/ray:2.6.3-py39-cu115', 'anyscale/ray:2.6.3-py39-cu116', 'anyscale/ray:2.6.3-py39-cu117', 'anyscale/ray:2.6.3-py39-cu118', 'anyscale/ray:2.7.0optimized-py310', 'anyscale/ray:2.7.0optimized-py310-cu115', 'anyscale/ray:2.7.0optimized-py310-cu116', 'anyscale/ray:2.7.0optimized-py310-cu117', 'anyscale/ray:2.7.0optimized-py310-cu118', 'anyscale/ray:2.7.0optimized-py310-cu121', 'anyscale/ray:2.7.0optimized-py311', 'anyscale/ray:2.7.0optimized-py311-cu115', 'anyscale/ray:2.7.0optimized-py311-cu116', 'anyscale/ray:2.7.0optimized-py311-cu117', 'anyscale/ray:2.7.0optimized-py311-cu118', 'anyscale/ray:2.7.0optimized-py311-cu121', 'anyscale/ray:2.7.0optimized-py37', 'anyscale/ray:2.7.0optimized-py37-cu115', 'anyscale/ray:2.7.0optimized-py37-cu116', 'anyscale/ray:2.7.0optimized-py37-cu117', 'anyscale/ray:2.7.0optimized-py37-cu118', 'anyscale/ray:2.7.0optimized-py37-cu121', 'anyscale/ray:2.7.0optimized-py38', 'anyscale/ray:2.7.0optimized-py38-cu115', 'anyscale/ray:2.7.0optimized-py38-cu116', 'anyscale/ray:2.7.0optimized-py38-cu117', 'anyscale/ray:2.7.0optimized-py38-cu118', 'anyscale/ray:2.7.0optimized-py38-cu121', 'anyscale/ray:2.7.0optimized-py39', 'anyscale/ray:2.7.0optimized-py39-cu115', 'anyscale/ray:2.7.0optimized-py39-cu116', 'anyscale/ray:2.7.0optimized-py39-cu117', 'anyscale/ray:2.7.0optimized-py39-cu118', 'anyscale/ray:2.7.0optimized-py39-cu121', 'anyscale/ray:2.7.1optimized-py310', 'anyscale/ray:2.7.1optimized-py310-cu115', 'anyscale/ray:2.7.1optimized-py310-cu116', 'anyscale/ray:2.7.1optimized-py310-cu117', 'anyscale/ray:2.7.1optimized-py310-cu118', 'anyscale/ray:2.7.1optimized-py310-cu121', 'anyscale/ray:2.7.1optimized-py311', 'anyscale/ray:2.7.1optimized-py311-cu115', 'anyscale/ray:2.7.1optimized-py311-cu116', 'anyscale/ray:2.7.1optimized-py311-cu117', 'anyscale/ray:2.7.1optimized-py311-cu118', 'anyscale/ray:2.7.1optimized-py311-cu121', 'anyscale/ray:2.7.1optimized-py37', 'anyscale/ray:2.7.1optimized-py37-cu115', 'anyscale/ray:2.7.1optimized-py37-cu116', 'anyscale/ray:2.7.1optimized-py37-cu117', 'anyscale/ray:2.7.1optimized-py37-cu118', 'anyscale/ray:2.7.1optimized-py37-cu121', 'anyscale/ray:2.7.1optimized-py38', 'anyscale/ray:2.7.1optimized-py38-cu115', 'anyscale/ray:2.7.1optimized-py38-cu116', 'anyscale/ray:2.7.1optimized-py38-cu117', 'anyscale/ray:2.7.1optimized-py38-cu118', 'anyscale/ray:2.7.1optimized-py38-cu121', 'anyscale/ray:2.7.1optimized-py39', 'anyscale/ray:2.7.1optimized-py39-cu115', 'anyscale/ray:2.7.1optimized-py39-cu116', 'anyscale/ray:2.7.1optimized-py39-cu117', 'anyscale/ray:2.7.1optimized-py39-cu118', 'anyscale/ray:2.7.1optimized-py39-cu121', 'anyscale/ray:2.8.0-py310', 'anyscale/ray:2.8.0-py310-cu115', 'anyscale/ray:2.8.0-py310-cu116', 'anyscale/ray:2.8.0-py310-cu117', 'anyscale/ray:2.8.0-py310-cu118', 'anyscale/ray:2.8.0-py310-cu121', 'anyscale/ray:2.8.0-py311', 'anyscale/ray:2.8.0-py311-cu115', 'anyscale/ray:2.8.0-py311-cu116', 'anyscale/ray:2.8.0-py311-cu117', 'anyscale/ray:2.8.0-py311-cu118', 'anyscale/ray:2.8.0-py311-cu121', 'anyscale/ray:2.8.0-py38', 'anyscale/ray:2.8.0-py38-cu115', 'anyscale/ray:2.8.0-py38-cu116', 'anyscale/ray:2.8.0-py38-cu117', 'anyscale/ray:2.8.0-py38-cu118', 'anyscale/ray:2.8.0-py38-cu121', 'anyscale/ray:2.8.0-py39', 'anyscale/ray:2.8.0-py39-cu115', 'anyscale/ray:2.8.0-py39-cu116', 'anyscale/ray:2.8.0-py39-cu117', 'anyscale/ray:2.8.0-py39-cu118', 'anyscale/ray:2.8.0-py39-cu121', 'anyscale/ray:nightly-py310', 'anyscale/ray:nightly-py310-cu115', 'anyscale/ray:nightly-py310-cu116', 'anyscale/ray:nightly-py310-cu117', 'anyscale/ray:nightly-py310-cu118', 'anyscale/ray:nightly-py310-cu121', 'anyscale/ray:nightly-py311', 'anyscale/ray:nightly-py311-cu115', 'anyscale/ray:nightly-py311-cu116', 'anyscale/ray:nightly-py311-cu117', 'anyscale/ray:nightly-py311-cu118', 'anyscale/ray:nightly-py311-cu121', 'anyscale/ray:nightly-py37', 'anyscale/ray:nightly-py37-cu115', 'anyscale/ray:nightly-py37-cu116', 'anyscale/ray:nightly-py37-cu117', 'anyscale/ray:nightly-py37-cu118', 'anyscale/ray:nightly-py37-cu121', 'anyscale/ray:nightly-py38', 'anyscale/ray:nightly-py38-cu115', 'anyscale/ray:nightly-py38-cu116', 'anyscale/ray:nightly-py38-cu117', 'anyscale/ray:nightly-py38-cu118', 'anyscale/ray:nightly-py38-cu121', 'anyscale/ray:nightly-py39', 'anyscale/ray:nightly-py39-cu115', 'anyscale/ray:nightly-py39-cu116', 'anyscale/ray:nightly-py39-cu117', 'anyscale/ray:nightly-py39-cu118', 'anyscale/ray:nightly-py39-cu121']

ScheduleAPIModel

Name	Type	Description	Notes
name	str	Name of the job	[default to null]
description	str	Description of the job	[optional][default to null]
project_id	str	Id of the project this job will start clusters in	[default to null]
config	ProductionJobConfig	The config that was used to create this job	[default to null]
schedule	ScheduleConfig	The configuration for this schedule	[default to null]
id	str	The id of this job	[default to null]
created_at	datetime	The time this job was created	[default to null]
updated_at	datetime	The time this job was last updated	[default to null]
creator_id	str	The id of the user who created this job	[default to null]
next_trigger_at	datetime	The next UTC timestamp at which this cron job will trigger.	[optional][default to null]

ScheduleConfig

Name	Type	Description	Notes
cron_expression	str	A cron expression to define the frequency at which to run this cron job, for example '0 0 * * *' is a cron expression that means 'run at midnight'. Visit crontab.guru to construct a precise cron_expression.	[default to null]
timezone	str	The timezone in which to interpret the cron_expression. Default is Universal time (UTC).	[optional][default to Universal]

ScheduleapimodelListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ScheduleAPIModel]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ScheduleapimodelResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ScheduleAPIModel		[default to null]

ServiceAccount

Name	Type	Description	Notes
email	str		[default to null]
scopes	List[str]	Scopes for the ServiceAccount to run with, leave empty to use the existing scopes of the underlying machine.	[optional][default to null]

ServiceConfig

Name	Type	Description	Notes
max_uptime_timeout_sec	int	Auto-termination timeout (in seconds) for target Service to be unconditionally terminated after specified period. Setting this to 0 disables auto-termination (default).	[optional][default to 0]
access	AccessConfig	Access configuration	[optional][default to null]
protocols	Protocols	Protocol setups for the service	[optional][default to null]

ServiceEventCurrentState

The possible 'current state' values for a service These states may be shown in the UI as the primary state of the service

Possible Values: ['RUNNING', 'UNHEALTHY', 'SYSTEM_FAILURE', 'USER_ERROR_FAILURE', 'STARTING', 'TERMINATING', 'TERMINATED', 'UPDATING', 'ROLLING_OUT', 'ROLLING_BACK']

ServiceGoalStates

An enumeration.

Possible Values: ['RUNNING', 'TERMINATED']

ServiceModel

This is the Service model returned by the get path.

Name	Type	Description	Notes
id	str	Id of the Service	[default to null]
name	str	Name of the Service	[default to null]
description	str	Description of the Service	[optional][default to null]
project_id	str	Id of the project this Service will start clusters in. This configuration cannot be changed after the service is created.	[default to null]
cloud_id	str	Id of the cloud this Service belongs to, and will launch clusters in. This configuration cannot be changed.	[default to null]
creator_id	str	Id of the user who created the Service	[default to null]
created_at	datetime	Time the Service was created	[default to null]
hostname	str	The hostname of the service	[default to null]
current_state	ServiceEventCurrentState	The current state of this service	[default to null]
goal_state	ServiceGoalStates	The goal state of this service	[default to null]
auth_token	str	Token to use for service auth. To use the token, add it as a header with the key 'Authorization' and the value 'Bearer <token>'	[optional][default to null]
auto_rollout_enabled	bool	Whether or not the service is using auto rollout	[default to null]
versions	List[ProductionServiceV2VersionModel]	DEPRECATED. Please use `primary_version` and `canary_version` fields. Active versions of this service, sorted by creation time in ascending order.	[default to null]
primary_version	ProductionServiceV2VersionModel	Primary version of this service. If the service is terminated, this field refers to the most recently active version.	[default to null]
canary_version	ProductionServiceV2VersionModel	Canary version of this service. Present only if the service is in the `ROLLING_OUT` state.	[optional][default to null]
service_observability_urls	ServiceObservabilityUrls	A JSON object with useful urls pointing to Grafana dashboards.	[default to null]
base_url	str	The base url of this service	[default to null]
ended_at	datetime	Time the Service was terminated	[optional][default to null]

ServiceObservabilityUrls

Name	Type	Description	Notes
service_dashboard_url	str	URL that points to a dashboard with relevant graphs about the entire service.	[optional][default to null]
serve_deployment_dashboard_url	str	URL that points to a dashboard with relevant graphs about a single deployent or replica of a service.	[optional][default to null]

ServiceSortField

An enumeration.

Possible Values: ['STATUS', 'NAME', 'CREATED_AT']

ServiceType

An enumeration.

Possible Values: ['V1', 'V2']

ServicemodelListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[ServiceModel]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

ServicemodelResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	ServiceModel		[default to null]

Session

Model used to read a Session.

Name	Type	Description	Notes
name	str	Name of the session to be created.	[default to null]
project_id	str	Project that the session will be created in.	[default to null]
cloud_id	str	Cloud that the session will use.	[default to null]
cluster_config	str	Cluster config that the session can later be started with.	[default to null]
build_id	str	ID of the Build that this session was started with.	[optional][default to null]
compute_template_id	str	ID of the compute template that this session was started with.	[optional][default to null]
idle_timeout	int	Idle timeout (in minutes), after which the session is stopped. Idle time is defined as the time during which a session is not running a user command (through 'anyscale exec' or the Web UI), and does not have an attached driver. Time spent running Jupyter commands, or commands run through ssh, is still considered 'idle'.	[optional][default to 120]
uses_app_config	bool	Whether or not the session uses app config. If true, it means this is not a legacy session started with cluster yaml.	[optional][default to false]
allow_public_internet_traffic	bool	Whether public internet traffic can access Serve endpoints or if an authentication token is required.	[optional][default to false]
user_service_access	UserServiceAccessTypes	Whether user service can be accessed by public internet traffic.	[optional][default to null]
user_service_token	str	User service token that is used to authenticate access to public user services. This must be a valid 32 byte URL safe string and can be generated by calling `secrets.token_urlsafe(32))`. This is ignored if the user service has private access. If not specified for a public user service, a token is autogenerated.	[optional][default to null]
ha_job_id	str	This is used internally by Anyscale to associate clusters to a job. It is set automatically and should not be used directly.	[optional][default to null]
id	str	Server assigned unique identifier.	[default to null]
state	SessionState	[DEPRECATED] Current state of the Session. Please use `cluster_status`.	[default to null]
pending_state	SessionState	Pending state of the Session if a state transition has been requested.	[optional][default to null]
state_data	SessionStateData	Additional information about the current state	[optional][default to null]
status	ClusterStatus	Current state of the Cluster.	[optional][default to null]
status_details	ClusterStatusDetails	Current state details of the Cluster. This is a more granular status than `status`. It should be used to get more details regarding the `status`.	[optional][default to null]
creator_id	str	Identifier of user who created the Session.	[default to null]
created_at	datetime	Time at which session was created.	[default to null]
archived_at	datetime	The time in which this cluster is archived.	[optional][default to null]
webterminal_auth_url	str	URL to authenticate with the webterminalThis field will only be populated after the Session finishes starting.	[optional][default to null]
metrics_dashboard_url	str	URL for Grafana (metrics) dashboard for this Session in the running cluster state. This field will only be populated after the Session finishes starting.	[optional][default to null]
persistent_metrics_url	str	URL for persistent Grafana (metrics) dashboard for this Session in the non-running cluster state. This field will only be populated after the Session finishes starting.	[optional][default to null]
connect_url	str	URL for Anyscale connect for this Session. This field will only be populated after the Session finishes starting.	[optional][default to null]
jupyter_notebook_url	str	URL for Jupyter Lab for this Session. This field will only be populated after the Session finishes starting.	[optional][default to null]
ray_dashboard_url	str	URL for Ray dashboard for this Session. This field will only be populated after the Session finishes starting.	[optional][default to null]
access_token	str	Access token for web based services (e.g. jupyter, tensorboard, etc). This field will be populated when the web based services are available after the Session finishes starting.	[default to null]
service_proxy_url	str	Link to the web services proxy (e.g. jupyter, tensorboard, etc). This field will be populated when the web based services are available after the Session finishes starting.	[optional][default to null]
tensorboard_available	bool	Represents whether Tensorboard is available.	[default to null]
cluster_config_last_modified_at	datetime	Time when the cluster config for the Session was last modified.	[default to null]
host_name	str	URL for the head node of the cluster. This field will be populated after the cluster finishes starting.	[optional][default to null]
head_node_ip	str	Head IP of the Session. This field will be populated after the cluster finishes starting.	[optional][default to null]
ssh_authorized_keys	List[str]	Serialized SSH Public Keys to be placed in the machine's authorized_keys.	[default to null]
ssh_private_key	str	SSH Private key that can be used to access the session's servers.	[default to null]
anyscaled_config	str	Serialized AnyscaleD config that is general to head and worker nodes.	[optional][default to null]
anyscaled_config_generated_at	datetime	Time when AnyscaleD config was generated at.	[optional][default to null]
default_build_id	str	Default build id used for the session. Only not null when using default builds.	[optional][default to null]
idle_timeout_last_activity_at	datetime	The time when this session started idling. If idle_timeout is enabled and this value is None, then this session is still active.	[optional][default to null]
ray_version	str	The last known ray version running on this cluster.	[optional][default to null]
ray_version_last_updated_at	datetime	The time in which the ray version of this was updated.	[optional][default to null]
user_service_url	str	URL to access user services (e.g. Ray Serve)	[optional][default to null]
ray_component_activities_last_reported_at	datetime	When we last saw an observation from Ray Dashboard. This is populated even if we see an observation of no activity.	[optional][default to null]
activity_details	object	Details of latest positive activity report for all relavant components. Format is mapping of activity type to activity details (includes timestamp and other activity specific fields).	[optional][default to null]
maximum_uptime_will_terminate_cluster_at	datetime	The time the cluster will be terminated due to its maximum uptime. If None, the cluster will not be terminated for this reason.	[optional][default to null]
idle_termination_status	IdleTerminationStatus	The status of autosuspend	[optional][default to null]
ray_dashboard_snapshot_last_reported_at	datetime	The time of the last snapshot recorded from the ray dashboard	[optional][default to null]

SessionCommand

Model used to create and execute a command on a Session.

Name	Type	Description	Notes
session_id	str	ID of the Session to execute this command on.	[default to null]
shell_command	str	Shell command string that will be executed.	[default to null]
id	str	Server assigned unique identifier.	[default to null]
type	SessionCommandTypes	Where this command was executed	[optional][default to null]
created_at	datetime	Timestamp of when this command was created.	[default to null]
finished_at	datetime	Timestamp of when this command completed its execution. This value will be absent if the command is still running.	[optional][default to null]
status_code	int	Exit status of this command. This value will be absent if the command is still running.	[optional][default to null]
killed_at	datetime	Timestamp of when this command was killed. This value will be absent if the command is still running or completed its execution normally.	[optional][default to null]
web_terminal_tab_id	str	The id for the web terminal tab in which this command was executed.	[optional][default to null]

SessionCommandTypes

An enumeration.

Possible Values: ['WEBTERMINAL', 'COMMAND_LINE_RUNNER']

SessionEvent

Model of a session event item from the session event log.

Name	Type	Description	Notes
event_type	str	The category of session event.	[default to null]
log_level	LogLevelTypes	The severity of the session event.	[default to null]
timestamp	datetime	The time at which the session event occurred.	[default to null]
description	str	A human readable description of the session event.	[default to null]
cause	SessionEventCause	The reason why the session event occurred. None indicates an unknown cause.	[optional][default to null]
id	str	A unique identifier for the session event.	[default to null]

SessionEventCause

Model of a session event cause. Exactly one of cause_user or cause_system is non-None.

Name	Type	Description	Notes
cause_user	str	The username of the user who caused the session event.	[optional][default to null]
cause_system	str	The name of the internal anyscale system that caused the session event.	[optional][default to null]

SessionEventTypes

The type of session event.

Possible Values: ['edited', 'terminate_command', 'start_command', 'running', 'terminated', 'awaiting_file_mounts', 'starting', 'updating', 'terminating', 'created', 'terminating_errored', 'updating_errored', 'startup_errored']

SessionListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[Session]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

SessionOperation

Describes a long running session operation that will eventually complete.

Name	Type	Description	Notes
id	str	ID of this operation.	[default to null]
completed	bool	Boolean indicating if this operation is completed.	[default to null]
progress	OperationProgress	Details about the progress of this operation at the time of the request. This will be absent for completed operations.	[optional][default to null]
result	OperationResult	The result of this operation after it has completed. This is always provided when the operation is complete.	[optional][default to null]
session_id	str	ID of the Session that is being updated.	[default to null]
session_operation_type	SessionOperationType	The variety of operation being performed: start sets the session's goal state to Running, stop sets the session's goal state to Stopped, terminate sets the session's goal state to Terminated	[default to null]

SessionOperationType

The type of session operation.

Possible Values: ['start', 'stop', 'terminate']

SessionResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	Session		[default to null]

SessionStartingUpData

Name	Type	Description	Notes
startup_progress	str		[optional][default to null]
startup_error	str		[optional][default to null]

SessionState

An enumeration.

Possible Values: ['Stopped', 'Terminated', 'StartingUp', 'StartupErrored', 'Running', 'Updating', 'UpdatingErrored', 'Stopping', 'Terminating', 'AwaitingStartup', 'AwaitingFileMounts', 'TerminatingErrored', 'StoppingErrored']

SessionStateData

A way to support unions that gets around the code generator's lack of support for real unions.

Name	Type	Description	Notes
startup	SessionStartingUpData		[optional][default to null]
stopping	SessionStoppingData		[optional][default to null]

SessionStoppingData

Name	Type	Description	Notes
stop_progress	str		[optional][default to null]
stop_error	str		[optional][default to null]

SessioncommandListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[SessionCommand]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

SessioncommandResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	SessionCommand		[default to null]

SessioneventListResponse

A list response form the API. Contains a field \"results\" which has the contents of the response.

Name	Type	Description	Notes
results	List[SessionEvent]		[default to null]
metadata	ListResponseMetadata		[optional][default to null]

SessionoperationResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	SessionOperation		[default to null]

SessionsQuery

Query model used to filter Cluster. It is exposed in SDK.

Name	Type	Description	Notes
name	TextQuery	Filters Cluster by name. If this field is absent, no filtering is done.	[optional][default to null]
paging	PageQuery	Pagination information.	[optional][default to null]
state_filter	List[SessionState]	Filter Cluster by Session State. If this field is an empty set, no filtering is done.	[optional]default to []]
creator_id	str	Filters Jobs by creator_id. If this field is absent, no filtering is done.	[optional][default to null]

SortByClauseJobsSortField

This model is used in the backend to represent the SQL ORDER BY clauses.

Name	Type	Description	Notes
sort_field	JobsSortField		[default to null]
sort_order	SortOrder		[default to null]

SortOrder

An enumeration.

Possible Values: ['ASC', 'DESC']

SsoconfigResponse

A response from the API. Contains a field \"result\" which has the contents of the response.

Name	Type	Description	Notes
result	SSOConfig		[default to null]

StartClusterOptions

Options to set when starting a Cluster.

Name	Type	Description	Notes
cluster_environment_build_id	str	Cluster Environment Build used to start Cluster.	[optional][default to null]
cluster_compute_id	str	Cluster Compute used to start the Cluster.	[optional][default to null]
allow_public_internet_traffic	bool	Whether public internet traffic can access Serve endpoints or if an authentication token is required. Will not update current value if not provided.	[optional][default to null]

StartSessionOptions

Options to set when starting a session.

Name	Type	Description	Notes
cluster_config	str	New cluster config to apply to the Session.	[optional][default to null]
build_id	str	Build ID to start the session with.	[optional][default to null]
compute_template_id	str	Compute template ID to start the session with.	[optional][default to null]
allow_public_internet_traffic	bool	Whether public internet traffic can access Serve endpoints or if an authentication token is required. Will not update current value if not provided.	[optional][default to null]

StaticSSOConfig

Name	Type	Description	Notes
idp_entity_id	str	Static configuration for the SAML 2.0 identity provider's entity id.	[default to null]
idp_sso_url	str	Static configuration for the SAML 2.0 identity provider's url.	[default to null]
idp_sso_binding	str	Static configuration for the SAML 2.0 identity provider's sso binding.	[default to null]
idp_x509cert	str	Static configuration for the SAML 2.0 identity provider's x509cert	[default to null]

TerminateClusterOptions

Options to set when terminating a Cluster.

Name	Type	Description	Notes
take_snapshot	bool	DEPRECATED: Snapshotting is no longer supported.For reproducible environments between clusters, please use Cluster Environments or Runtime Environments.	[optional][default to false]

TerminateSessionOptions

Optional values to set when terminating a Session.

Name	Type	Description	Notes
workers_only	bool	Only destroy the workers when terminating.	[optional][default to false]
keep_min_workers	bool	Retain the minimal amount of workers specified in the config when terminating.	[optional][default to false]
delete	bool	Delete the session after terminating.	[optional][default to false]
take_snapshot	bool	Takes a snapshot to preserve the state of the session before terminating. The state will be restored the next time the session is started.	[optional][default to true]

TextQuery

Query model to filter results based on Text properties (e.g. name, description). Exactly one field should be populated.

Name	Type	Description	Notes
equals	str	Property is an exact match of this value.	[optional][default to null]
not_equal	str	Property does not match of this value.	[optional][default to null]
contains	str	Property contains this value as a substring. The value should not have opening and closing wildcard characters.	[optional][default to null]

UpdateAppConfig

Updateable fields for an App Config The field will not be updated if its value is absent.

Name	Type	Description	Notes
name	str	Name of the App Config.	[optional][default to null]

UpdateCloud

Updateable fields for a Cloud. If a field is absent, it will not be updated.

Name	Type	Description	Notes
config	CloudConfig	Additional configurable properties of this Cloud.	[optional][default to null]

UpdateCluster

Model used to update a Cluster. A field will not be updated if its value is absent.

Name	Type	Description	Notes
name	str	Name of this Cluster.	[optional][default to null]
idle_timeout_minutes	int	Idle timeout in minutes.	[optional][default to null]
cluster_environment_build_id	str	Cluster Environment Build that this Cluster is using. This property may only be changed if the Cluster is in the Terminated state.Use the Start Cluster operation if you wish to change this for a non-Terminated Cluster.	[optional][default to null]
cluster_compute_id	str	Cluster Compute that this Cluster is using. This property may only be changed if the Cluster is in the Terminated state. Use the Start Cluster operation if you wish to change this for a non-Terminated Cluster.	[optional][default to null]

UpdateComputeTemplate

DEPRECATED: Compute templates are immutable. Please use CreateClusterCompute instead.

Name	Type	Description	Notes
name	str		[optional][default to null]
config	UpdateComputeTemplateConfig		[optional][default to null]

UpdateComputeTemplateConfig

DEPRECATED: Compute templates are immutable. Please use CreateClusterCompute and the corresponding ClusterComputeConfig instead. Configuration of compute resources to use for launching a session. Used when updating a compute template.

Name	Type	Description	Notes
cloud_id	str	The ID of the Anyscale cloud to use for launching sessions.	[default to null]
region	str	The region to launch sessions in, e.g. \"us-west-2\".	[default to null]
allowed_azs	List[str]	The availability zones that sessions are allowed to be launched in, e.g. \"us-west-2a\". If not specified or \"any\" is provided as the option, any AZ may be used. If \"any\" is provided, it must be the only item in the list.	[optional][default to null]
head_node_type	ComputeNodeType	Node configuration to use for the head node.	[default to null]
worker_node_types	List[WorkerNodeType]	A list of node types to use for worker nodes.	[default to null]
aws_advanced_configurations_json	object	The advanced configuration json that we pass directly AWS APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
aws	AWSNodeOptions	DEPRECATED: Please provide instance configuration in the `aws_advanced_configurations_json` field. Fields specific to AWS node types.	[optional][default to null]
gcp_advanced_configurations_json	object	The advanced configuration json that we pass directly GCP APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
gcp	GCPNodeOptions	DEPRECATED: Please provide instance configuration in the `gcp_advanced_configurations_json` field. Fields specific to GCP node types.	[optional][default to null]
azure	object	DEPRECATED: We don't currently support azure. Fields specific to Azure node types.	[optional][default to null]
maximum_uptime_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after cluster start.	[optional][default to null]
idle_termination_minutes	int	If set to a positive number, Anyscale will terminate the cluster this many minutes after the cluster is idle. Idle time is defined as the time during which a Cluster is not running a user command or a Ray driver. Time spent running commands on Jupyter or ssh is still considered 'idle'. To disable, set this field to 0.	[optional][default to 120]

UpdateOrganization

Fields to update in the organization.

Name	Type	Description	Notes
sso_mode	SSOMode	Mode for use of single sign on (SSO) for your organization.WARNING: It is dangerous to require SSO if you are not confident it is correctly configured. Once SSO is required, users may not log into Anyscale without using SSO. If you lock all users out of your organization by requiring incorrectly configured SSO, you may need to contact Anyscale for support.	[default to null]

UpdateProject

Model for updating a Project. A field will not be updated if its value is absent.

Name	Type	Description	Notes
cluster_config	str	New cluster config to apply to the Project on update action.	[optional][default to null]
description	str	New description to update in the Project.	[optional][default to null]

UpdateSession

Model for updating a Session. A field will not be updated if its value is absent.

Name	Type	Description	Notes
cluster_config	str	DEPRECATED: You cannot provide cluster_configs directly to Anyscale clusters. New cluster config to apply to the Session on update action.	[optional][default to null]
idle_timeout	int	Idle timeout (in minutes)	[optional][default to null]

UserServiceAccessTypes

An enumeration.

Possible Values: ['private', 'public']

ValidationError

Name	Type	Description	Notes
loc	List[str]		[default to null]
msg	str		[default to null]
type	str		[default to null]

WorkerNodeType

Name	Type	Description	Notes
name	str	An arbitrary name for this node type, which will be registered with OSS available_node_types.	[default to null]
instance_type	str	The cloud provider instance type to use for this node.	[default to null]
resources	Resources	Declaration of node resources for Autoscaler.	[optional][default to null]
aws_advanced_configurations_json	object	The advanced configuration json that we pass directly AWS APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
aws_advanced_configurations	AWSNodeOptions	DEPRECATED: Please provide instance configuration in the `aws_advanced_configurations_json` field. Additional AWS-specific configurations can be specified per node type and they will override the configuration specified for the whole cloud.	[optional][default to null]
gcp_advanced_configurations_json	object	The advanced configuration json that we pass directly GCP APIs when launching an instance. We may do some validation on this json and reject the json if it is using a configuration that Anyscale does not support.	[optional][default to null]
gcp_advanced_configurations	GCPNodeOptions	DEPRECATED: Please provide instance configuration in the `gcp_advanced_configurations_json` field. Additional GCP-specific configurations can be specified per node type and they will override the configuration specified for the whole cloud.	[optional][default to null]
min_workers	int	The minimum number of nodes of this type that Anyscale should spin up.	[optional][default to null]
max_workers	int	The maximum number of nodes of this type that Anyscale should spin up.	[optional][default to null]
use_spot	bool	Whether or not to use spot instances for this node type.	[optional][default to false]
fallback_to_ondemand	bool	If use_spot is True, then we will attempt to use spot instances. If this is true as well, then we will fall back to on demand instances if spot instances are not available. If use_spot is False, this value is ignored.	[optional][default to false]