""" This example assumes you have preconfigured services with selectors in the form of "ai.allegro.agent.serial=pod-" and a targetPort of 10022. The K8sIntegration component will label each pod accordingly. """ from argparse import ArgumentParser from clearml_agent.glue.k8s import K8sIntegration def parse_args(): parser = ArgumentParser() group = parser.add_mutually_exclusive_group() parser.add_argument( "--queue", type=str, help="Queue to pull tasks from" ) group.add_argument( "--ports-mode", action='store_true', default=False, help="Ports-Mode will add a label to the pod which can be used as service, in order to expose ports" "Should not be used with max-pods" ) parser.add_argument( "--num-of-services", type=int, default=20, help="Specify the number of k8s services to be used. Use only with ports-mode." ) parser.add_argument( "--base-port", type=int, help="Used in conjunction with ports-mode, specifies the base port exposed by the services. " "For pod #X, the port will be +X. Note that pod number is calculated based on base-pod-num" "e.g. if base-port=20000 and base-pod-num=3, the port for the first pod will be 20003" ) parser.add_argument( "--base-pod-num", type=int, default=1, help="Used in conjunction with ports-mode and base-port, specifies the base pod number to be used by the " "service (default: %(default)s)" ) parser.add_argument( "--gateway-address", type=str, default=None, help="Used in conjunction with ports-mode, specify the external address of the k8s ingress / ELB" ) parser.add_argument( "--pod-clearml-conf", type=str, help="Configuration file to be used by the pod itself (if not provided, current configuration is used)" ) parser.add_argument( "--overrides-yaml", type=str, help="YAML file containing pod overrides to be used when launching a new pod" ) parser.add_argument( "--template-yaml", type=str, help="YAML file containing pod template. If provided pod will be scheduled with kubectl apply " "and overrides are ignored, otherwise it will be scheduled with kubectl run" ) parser.add_argument( "--ssh-server-port", type=int, default=0, help="If non-zero, every pod will also start an SSH server on the selected port (default: zero, not active)" ) parser.add_argument( "--namespace", type=str, help="Specify the namespace in which pods will be created (default: %(default)s)", default="clearml" ) group.add_argument( "--max-pods", type=int, help="Limit the maximum number of pods that this service can run at the same time." "Should not be used with ports-mode" ) parser.add_argument( "--use-owner-token", action="store_true", default=False, help="Generate and use task owner token for the execution of each task" ) return parser.parse_args() def main(): args = parse_args() user_props_cb = None if args.ports_mode and args.base_port: def k8s_user_props_cb(pod_number=0): user_prop = {"k8s-pod-port": args.base_port + pod_number} if args.gateway_address: user_prop["k8s-gateway-address"] = args.gateway_address return user_prop user_props_cb = k8s_user_props_cb k8s = K8sIntegration( ports_mode=args.ports_mode, num_of_services=args.num_of_services, base_pod_num=args.base_pod_num, user_props_cb=user_props_cb, overrides_yaml=args.overrides_yaml, clearml_conf_file=args.pod_clearml_conf, template_yaml=args.template_yaml, extra_bash_init_script=K8sIntegration.get_ssh_server_bash( ssh_port_number=args.ssh_server_port) if args.ssh_server_port else None, namespace=args.namespace, max_pods_limit=args.max_pods or None, ) k8s.k8s_daemon(args.queue, use_owner_token=args.use_owner_token) if __name__ == "__main__": main()