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https://github.com/clearml/clearml-agent
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Fix k8s glue task container arguments not supported in kubectl_run command
Fix k8s glue not passing required extra_docker_bash_script to string format
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@ -12,7 +12,7 @@ from copy import deepcopy
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from pathlib import Path
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from threading import Thread
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from time import sleep
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from typing import Text, List
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from typing import Text, List, Callable, Any, Collection, Optional, Union
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import yaml
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@ -37,7 +37,7 @@ class K8sIntegration(Worker):
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KUBECTL_APPLY_CMD = "kubectl apply --namespace={namespace} -f"
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KUBECTL_RUN_CMD = "kubectl run clearml-id-{task_id} " \
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"--image {docker_image} " \
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"--image {docker_image} {docker_args} " \
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"--restart=Never " \
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"--namespace={namespace}"
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@ -104,7 +104,7 @@ class K8sIntegration(Worker):
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:param str k8s_pending_queue_name: queue name to use when task is pending in the k8s scheduler
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:param str|callable kubectl_cmd: kubectl command line str, supports formatting (default: KUBECTL_RUN_CMD)
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example: "task={task_id} image={docker_image} queue_id={queue_id}"
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or a callable function: kubectl_cmd(task_id, docker_image, queue_id, task_data)
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or a callable function: kubectl_cmd(task_id, docker_image, docker_args, queue_id, task_data)
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:param str container_bash_script: container bash script to be executed in k8s (default: CONTAINER_BASH_SCRIPT)
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Notice this string will use format() call, if you have curly brackets they should be doubled { -> {{
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Format arguments passed: {task_id} and {extra_bash_init_cmd}
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@ -374,20 +374,20 @@ class K8sIntegration(Worker):
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else:
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print("Kubernetes scheduling task id={}".format(task_id))
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kubectl_kwargs = dict(
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create_clearml_conf=create_clearml_conf,
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labels=labels,
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docker_image=container['image'],
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docker_args=container['arguments'],
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docker_bash=container.get('setup_shell_script'),
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task_id=task_id,
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queue=queue
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)
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if self.template_dict:
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output, error = self._kubectl_apply(
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create_clearml_conf=create_clearml_conf,
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labels=labels,
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docker_image=container['container'],
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docker_args=container['arguments'],
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docker_bash=container.get('setup_shell_script'),
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task_id=task_id, queue=queue)
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output, error = self._kubectl_apply(**kubectl_kwargs)
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else:
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output, error = self._kubectl_run(
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create_clearml_conf=create_clearml_conf,
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labels=labels, docker_image=container['container'],
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task_data=task_data,
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task_id=task_id, queue=queue)
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output, error = self._kubectl_run(task_data=task_data, **kubectl_kwargs)
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error = '' if not error else (error if isinstance(error, str) else error.decode('utf-8'))
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output = '' if not output else (output if isinstance(output, str) else output.decode('utf-8'))
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@ -421,18 +421,31 @@ class K8sIntegration(Worker):
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**user_props
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)
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def _parse_docker_args(self, docker_args):
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# type: (list) -> dict
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kube_args = []
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while docker_args:
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cmd = docker_args.pop(0).strip()
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if cmd in ('-e', '--env',):
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env = docker_args.pop(0).strip()
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key, value = env.split('=', 1)
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kube_args.append({'name': key, 'value': value})
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def _get_docker_args(self, docker_args, flags, target=None, convert=None):
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# type: (List[str], Collection[str], Optional[str], Callable[[str], Any]) -> Union[dict, List[str]]
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"""
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Get docker args matching specific flags.
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:argument docker_args: List of docker argument strings (flags and values)
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:argument flags: List of flags/names to intercept (e.g. "--env" etc.)
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:argument target: Controls return format. If provided, returns a dict with a target field containing a list
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of result strings, otherwise returns a list of result strings
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:argument convert: Optional conversion function for each result string
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"""
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args = docker_args[:] if docker_args else []
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results = []
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while args:
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cmd = args.pop(0).strip()
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if cmd in flags:
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env = args.pop(0).strip()
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if convert:
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env = convert(env)
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results.append(env)
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else:
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self.log.warning('skipping docker argument {} (only -e --env supported)'.format(cmd))
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return {'env': kube_args} if kube_args else {}
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if target:
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return {target: results} if results else {}
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return results
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def _kubectl_apply(self, create_clearml_conf, docker_image, docker_args, docker_bash, labels, queue, task_id):
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template = deepcopy(self.template_dict)
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@ -448,7 +461,13 @@ class K8sIntegration(Worker):
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labels_dict = dict(pair.split('=', 1) for pair in labels)
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template['metadata'].setdefault('labels', {})
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template['metadata']['labels'].update(labels_dict)
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container = self._parse_docker_args(docker_args)
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container = self._get_docker_args(
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docker_args,
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target="env",
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flags={"-e", "--env"},
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convert=lambda env: {'name': env.partition("=")[0], 'value': env.partition("=")[2]},
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)
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container_bash_script = [self.container_bash_script] if isinstance(self.container_bash_script, str) \
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else self.container_bash_script
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@ -511,13 +530,18 @@ class K8sIntegration(Worker):
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return output, error
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def _kubectl_run(self, create_clearml_conf, docker_image, labels, queue, task_data, task_id):
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def _kubectl_run(
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self, create_clearml_conf, docker_image, docker_args, docker_bash, labels, queue, task_data, task_id
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):
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if callable(self.kubectl_cmd):
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kubectl_cmd = self.kubectl_cmd(task_id, docker_image, queue, task_data)
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kubectl_cmd = self.kubectl_cmd(task_id, docker_image, docker_args, queue, task_data)
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else:
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kubectl_cmd = self.kubectl_cmd.format(
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task_id=task_id,
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docker_image=docker_image,
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docker_args=" ".join(self._get_docker_args(
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docker_args, flags={"-e", "--env"}, convert=lambda env: '--env={}'.format(env))
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),
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queue_id=queue,
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namespace=self.namespace,
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)
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@ -544,7 +568,10 @@ class K8sIntegration(Worker):
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"/bin/sh",
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"-c",
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"{} ; {}".format(create_clearml_conf, container_bash_script.format(
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extra_bash_init_cmd=self.extra_bash_init_script, task_id=task_id)),
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extra_bash_init_cmd=self.extra_bash_init_script or "",
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extra_docker_bash_script=docker_bash or "",
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task_id=task_id
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)),
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]
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process = subprocess.Popen(kubectl_cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
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output, error = process.communicate()
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