o $i_#@sdZddlZddlZddlZddlZddlmZddlZddlZddl m Z ddl m Z ddl Z e ddZdefd d Zefd d Zefd efddZdeedeefddZejddddddejddeddejdeddejddejd d!dZed"kredSdS)#zSymmetric Run for Ray.N)List) env_integer) GcsClient&RAY_SYMMETRIC_RUN_CLUSTER_WAIT_TIMEOUTreturncCs&ddlmm}|}t|dkS)Nr)ray._private.services_privateservicesfind_gcs_addresseslen)r running_gcs_addressesrV/home/ubuntu/veenaModal/venv/lib/python3.10/site-packages/ray/scripts/symmetric_run.pycheck_ray_already_starteds rcCsvt}d}tjddt||kr9tdtt}||kr%dStd|d|dt||ksdS) z\Wait for all nodes to start. Raises an exception if the nodes don't start in time. T)ignore_reinit_errorzWaiting for nodes to start... /z nodes startedF)timerayinitsleepr nodesclickecho)nnodestimeout start_time current_nodesrrrcheck_cluster_readys    r addresscCs\t}t|d}t||kr,|jgddrtddStdt||ksdS)N)r!r)rzRay cluster is ready!TrF)rr check_aliverrr)r!rr gcs_clientrrrcheck_head_node_ready1s   r$run_and_start_argscCsttjd|dd}t|jd}|D]&}|dkrtd|dkr%td|d kr.td |d kr7td q|S) N_T)resilient_parsingray_args_and_entrypoint--headz*Cannot use --head option in symmetric_run.z--node-ip-addressz5Cannot use --node-ip-address option in symmetric_run.z--portz*Cannot use --port option in symmetric_run.--blockz+Cannot use --block option in symmetric_run.) symmetric_run make_contextlistparamsrClickException)r%ctx cleaned_argsargrrr"curate_and_validate_ray_start_args<s   r3r+T)ignore_unknown_optionsallow_extra_argsaQCommand to start Ray across all nodes and execute an entrypoint command. USAGE: ray symmetric-run --address ADDRESS [--min-nodes NUM_NODES] [RAY_START_OPTIONS] -- [ENTRYPOINT_COMMAND] DESCRIPTION: This command (1) starts a Ray cluster across all nodes, (2) runs a command on the head node, and (3) stops the Ray cluster. The '--' separator is required to distinguish between Ray start arguments and the entrypoint command. The --min-nodes option is optional and can be used to wait for a specific number of nodes to start. EXAMPLES: # Start Ray with default settings and run a Python script ray symmetric-run --address 127.0.0.1:6379 -- python my_script.py # Start Ray with specific head node and run a command ray symmetric-run --address 127.0.0.1:6379 --min-nodes 4 -- python train_model.py --epochs=100 # Start Ray and run a multi-word command ray symmetric-run --address 127.0.0.1:6379 --min-nodes 4 --num-cpus=4 -- python -m my_module --config=prod RAY START OPTIONS: Most ray start command options are supported. Arguments that are not supported are: --head, --node-ip-address, --port, --block. SEPARATOR REQUIREMENT: The '--' separator is mandatory and must appear between Ray start arguments and the entrypoint command. This ensures clear separation between the two sets of arguments. )namecontext_settingshelp --addresszThe address of the Ray cluster.)requiredtyper8z --min-nodesz4If provided, wait for this number of nodes to start.)r;r8r()nargsr;c Cstjdd}|r|ddkr|dd}z|d}Wn ty(tdw|d|||dd}}t|}|durBdn|}|sKtdtrStdtj j |}|durgtd|d |\} } zt | | t jt j} | dd d} Wnt jytd | wg} tD]\}}|D]}|jt jjt jjfvr| |jqq|dkrd d | D} | | v}d}zzs|rtddddd| d| g|}tj|dddtdtd|dkrt|stdtd|tdt|}tdn#td|dt|s'tdddd|dg|}tj|ddWnPtjyx}z2tjd |dd!|j r]tjd"|j !dd!|j"rntjd#|j"!dd!WYd}~nd}~wt#ytjd$dd!YnwWtdd%g|dur|j$dkrtjd&|j$dd!t%|j$dSdSdStdd%g|dur|j$dkrtjd&|j$dd!t%|j$www)'Nrrz symmetric-runz--zqNo separator '--' found in arguments. Please use '--' to separate Ray start arguments and the entrypoint command.zNo entrypoint command provided.z$Ray is already started on this node.zInvalid address format: z, should be `host:port`zCould not resolve hostname: cSs g|] }|dkr|dkr|qS)z 127.0.0.1z::1r).0iprrr s z!symmetric_run..z*On head node. Starting Ray cluster head...rstartr)z--node-ip-address=z--port=T)checkcapture_outputzHead node started.z=======================z+Timed out waiting for other nodes to start.zRunning command on head node: z-On worker node. Connecting to Ray cluster at z...z)Timed out waiting for head node to start.r9r*)rCzFailed to start Ray: )errzstdout: zstderr: zInterrupted by user.stopz Command failed with return code )&sysargvindex ValueErrorrr/r3rr_common network_utils parse_addresssocket getaddrinfo AF_UNSPEC SOCK_STREAMgaierrorpsutil net_if_addrsitemsfamily AddressFamilyAF_INETAF_INET6appendr!r subprocessrunr r$CalledProcessErrorstdoutdecodestderrKeyboardInterrupt returncodeexit)r! min_nodesr(all_args separatorr%entrypoint_on_headray_start_args gcs_host_portgcs_hostgcs_portaddrinforesolved_gcs_hostmy_ipsifaceaddrsaddris_headresult ray_start_cmderrrr+Ps7                 __main__)__doc__rNr[rGrtypingrrrray._private.ray_constantsr ray._rayletrrSCLUSTER_WAIT_TIMEOUTboolrr strr$r3commandoptionintargument UNPROCESSEDr+__name__rrrrsF      -