o 1 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) GcsClientZ&RAY_SYMMETRIC_RUN_CLUSTER_WAIT_TIMEOUTreturncCs&ddlmm}|}t|dkS)Nr)Zray._private.servicesZ_privateservicesZfind_gcs_addresseslen)rZrunning_gcs_addressesr e/home/app/PaddleOCR-VL-test/.venv_paddleocr/lib/python3.10/site-packages/ray/scripts/symmetric_run.pycheck_ray_already_starteds r cCsvt}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)Zignore_reinit_errorzWaiting for nodes to start... /z nodes startedF)timerayinitsleeprnodesclickecho)Znnodestimeout start_timeZ current_nodesr r r check_cluster_readys    raddresscCs\t}t|d}t||kr,|jgddrtddStdt||ksdS)N)rr )rzRay cluster is ready!Tr F)rrZ check_aliverrr)rrrZ gcs_clientr r r check_head_node_ready1s   rrun_and_start_argscCsttjd|dd}t|jd}|D]&}|dkrtd|dkr%td|d kr.td |d kr7td q|S) N_T)Zresilient_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_runZ make_contextlistparamsrClickException)rctxZ cleaned_argsargr r r "curate_and_validate_ray_start_args<s   r&r T)Zignore_unknown_optionsZallow_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. )nameZcontext_settingshelp --addresszThe address of the Ray cluster.)requiredtyper(z --min-nodesz4If provided, wait for this number of nodes to start.)r+r(r)nargsr+c Cstjdd}z|d}Wn tytdw|d|||dd}}t|}|dur4dn|}|s=tdtrEtdtj j |}|durYtd|d|\} } zt | | t jt j} | dd d} Wnt jytd | wg} tD]\}}|D]}|jt jjt jjfvr| |jqq|dkrd d | D} | | v}d}zzs|rtd dddd| d| g|}tj|dddtdtd|dkrt|stdtd|tdt|}tdn#td|dt|stdddd|dg|}tj|ddWnPtjyj}z2tjd|dd |j rOtjd!|j !dd |j"r`tjd"|j"!dd WYd}~nd}~wt#yztjd#dd YnwWtdd$g|dur|j$dkrtjd%|j$dd t%|j$dSdSdStdd$g|dur|j$dkrtjd%|j$dd t%|j$www)&Nr z--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`rzCould not resolve hostname: cSs g|] }|dkr|dkr|qS)z 127.0.0.1z::1r ).0ipr r r s z!symmetric_run..z*On head node. Starting Ray cluster head...rstartrz--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.r)r)r3zFailed to start Ray: )errzstdout: zstderr: zInterrupted by user.stopz Command failed with return code )&sysargvindex ValueErrorrr#r&r r_commonZ network_utilsZ parse_addresssocket getaddrinfo AF_UNSPEC SOCK_STREAMgaierrorpsutilZ net_if_addrsitemsfamily AddressFamilyAF_INETAF_INET6appendrr subprocessrunrrCalledProcessErrorstdoutdecodestderrKeyboardInterrupt returncodeexit)rZ min_nodesrall_args separatorrZentrypoint_on_headZray_start_argsZ gcs_host_portZgcs_hostZgcs_portaddrinfoZresolved_gcs_hostZmy_ipsZifaceaddrsaddrZis_headresultZ ray_start_cmder r r r Ps7                __main__)__doc__r<rHr7rtypingrrrZray._private.ray_constantsrZ ray._rayletrrAZCLUSTER_WAIT_TIMEOUTboolr rstrrr&commandoptionintargumentZ UNPROCESSEDr __name__r r r r sF      -