Class GoogleCloudAiplatformV1beta1RaySpec

Configuration information for the Ray cluster. For experimental launch, Ray cluster creation and Persistent cluster creation are 1:1 mapping: We will provision all the nodes within the Persistent cluster as Ray nodes.

Inheritance
object
GoogleCloudAiplatformV1beta1RaySpec
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1beta1.Data
Assembly: Google.Apis.Aiplatform.v1beta1.dll
Syntax
public class GoogleCloudAiplatformV1beta1RaySpec : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration
public virtual string ETag { get; set; }
Property Value
Type Description
string

HeadNodeResourcePoolId

Optional. This will be used to indicate which resource pool will serve as the Ray head node(the first node within that pool). Will use the machine from the first workerpool as the head node by default if this field isn't set.

Declaration
[JsonProperty("headNodeResourcePoolId")]
public virtual string HeadNodeResourcePoolId { get; set; }
Property Value
Type Description
string

ImageUri

Optional. Default image for user to choose a preferred ML framework (for example, TensorFlow or Pytorch) by choosing from Vertex prebuilt images. Either this or the resource_pool_images is required. Use this field if you need all the resource pools to have the same Ray image. Otherwise, use the {@code resource_pool_images} field.

Declaration
[JsonProperty("imageUri")]
public virtual string ImageUri { get; set; }
Property Value
Type Description
string

RayLogsSpec

Optional. OSS Ray logging configurations.

Declaration
[JsonProperty("rayLogsSpec")]
public virtual GoogleCloudAiplatformV1beta1RayLogsSpec RayLogsSpec { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1RayLogsSpec

RayMetricSpec

Optional. Ray metrics configurations.

Declaration
[JsonProperty("rayMetricSpec")]
public virtual GoogleCloudAiplatformV1beta1RayMetricSpec RayMetricSpec { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1RayMetricSpec

ResourcePoolImages

Optional. Required if image_uri isn't set. A map of resource_pool_id to prebuild Ray image if user need to use different images for different head/worker pools. This map needs to cover all the resource pool ids. Example: { "ray_head_node_pool": "head image" "ray_worker_node_pool1": "worker image" "ray_worker_node_pool2": "another worker image" }

Declaration
[JsonProperty("resourcePoolImages")]
public virtual IDictionary<string, string> ResourcePoolImages { get; set; }
Property Value
Type Description
IDictionary<string, string>

Implements