o `۷iX@sddlZddlmZddlmZmZddlmZddlm Z m Z ddl m Z ddl mZmZmZdZGd d d eZefd ed eed efddZefd ed ede fddZdedefddZdS)N)Counter)List NamedTuple) GcsClient) ClusterStatusStats)ClusterStatusParser)ClusterResourceStateGetClusterResourceStateReplyGetClusterStatusReply c@seZdZUeed<eed<dS)ResourceRequest resourceslabel_selectorN)__name__ __module__ __qualname__dict__annotations__rrK/home/ubuntu/vllm_env/lib/python3.10/site-packages/ray/autoscaler/v2/sdk.pyr s  r gcs_address to_requesttimeoutc st|dks Jdg}|D]$}t|tsJdt||di}|di}|t||q|}ddtfdd |D}g}g} g} |D]\\} }} |t| | t|| | qNt |j || | |d d S) a@Request resources from the autoscaler. This will add a cluster resource constraint to GCS. GCS will asynchronously pass the constraint to the autoscaler, and the autoscaler will try to provision the requested minimal bundles in `to_request`. If the cluster already has `to_request` resources, this will be an no-op. Future requests submitted through this API will overwrite the previous requests. Args: gcs_address: The GCS address to query. to_request: A list of resource requests to request the cluster to have. Each resource request is a tuple of resources and a label_selector to apply per-bundle. e.g.: [{"resources": {"CPU": 1, "GPU": 1}, "label_selector": {"accelerator-type": "A100"}}] timeout: Timeout in seconds for the request to be timeout rGCS address is not specified.z)Internal Error: Expected a dict, but got rrcSst|jt|jfSN) frozensetritemsr)rrrrkeyfunc;s  z*request_cluster_resources..keyfuncc3s|]}|VqdSrr).0rrrr Asz,request_cluster_resources.. timeout_sN) len isinstancertypegetappendr rrr#request_cluster_resource_constraint) rrr normalizedrrselectorgrouped_requestsbundleslabel_selectorscountsbundlecountrr!rrequest_cluster_resourcess0     r3returncCs^t|dks Jdt}t|j|d}t}t}||tj|t|||ddS)z Get the cluster status from the autoscaler. Args: gcs_address: The GCS address to query. timeout: Timeout in seconds for the request to be timeout Returns: A ClusterStatus object. rrr#)gcs_request_time_s request_ts_s)stats) r%timerget_cluster_statusr ParseFromStringrfrom_get_cluster_status_replyr)rrreq_time str_reply reply_timereplyrrrr9Qs  r9 gcs_clientcCs|}t}|||jS)z Get the cluster resource state from GCS. Args: gcs_client: The GCS client to query. Returns: A ClusterResourceState object Raises: Exception: If the request times out or failed. )get_cluster_resource_stater r:cluster_resource_state)r@r=r?rrrrAls  rA)r8 collectionsrtypingrr ray._rayletrray.autoscaler.v2.schemarrray.autoscaler.v2.utilsr!ray.core.generated.autoscaler_pb2r r r DEFAULT_RPC_TIMEOUT_Sr strrintr3r9rArrrrs4    <