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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::RaySpec.
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.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#head_node_resource_pool_id
def head_node_resource_pool_id() -> ::String
Returns
- (::String) — 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.
#head_node_resource_pool_id=
def head_node_resource_pool_id=(value) -> ::String
Parameter
- value (::String) — 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.
Returns
- (::String) — 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.
#image_uri
def image_uri() -> ::String
Returns
- (::String) — 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.
#image_uri=
def image_uri=(value) -> ::String
Parameter
- value (::String) — 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.
Returns
- (::String) — 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.
#ray_logs_spec
def ray_logs_spec() -> ::Google::Cloud::AIPlatform::V1::RayLogsSpec
Returns
- (::Google::Cloud::AIPlatform::V1::RayLogsSpec) — Optional. OSS Ray logging configurations.
#ray_logs_spec=
def ray_logs_spec=(value) -> ::Google::Cloud::AIPlatform::V1::RayLogsSpec
Parameter
- value (::Google::Cloud::AIPlatform::V1::RayLogsSpec) — Optional. OSS Ray logging configurations.
Returns
- (::Google::Cloud::AIPlatform::V1::RayLogsSpec) — Optional. OSS Ray logging configurations.
#ray_metric_spec
def ray_metric_spec() -> ::Google::Cloud::AIPlatform::V1::RayMetricSpec
Returns
- (::Google::Cloud::AIPlatform::V1::RayMetricSpec) — Optional. Ray metrics configurations.
#ray_metric_spec=
def ray_metric_spec=(value) -> ::Google::Cloud::AIPlatform::V1::RayMetricSpec
Parameter
- value (::Google::Cloud::AIPlatform::V1::RayMetricSpec) — Optional. Ray metrics configurations.
Returns
- (::Google::Cloud::AIPlatform::V1::RayMetricSpec) — Optional. Ray metrics configurations.
#resource_pool_images
def resource_pool_images() -> ::Google::Protobuf::Map{::String => ::String}
Returns
- (::Google::Protobuf::Map{::String => ::String}) — 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" }
#resource_pool_images=
def resource_pool_images=(value) -> ::Google::Protobuf::Map{::String => ::String}
Parameter
- value (::Google::Protobuf::Map{::String => ::String}) — 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" }
Returns
- (::Google::Protobuf::Map{::String => ::String}) — 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" }