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Author SHA1 Message Date
Ilia Meshcheriakov
3e5153a068
Add command line arguments for k8s_glue_example.py (#196)
Co-authored-by: Meshcheryakov Ilya <i.meshcheryakov@mts.ai>
Co-authored-by: Jake Henning <59198928+jkhenning@users.noreply.github.com>
2025-06-25 18:13:59 +03:00
pollfly
740f90c96f
Add note to --use-owner-token help (#235) 2025-06-25 14:34:32 +03:00
clearml
ba854aa53b Fix fall back to system python should not change the python bin inside the new venv 2025-06-23 12:37:38 +03:00
4 changed files with 47 additions and 6 deletions

View File

@ -148,6 +148,10 @@ class K8sIntegration(Worker):
:param str extra_bash_init_script: Additional bash script to run before starting the Task inside the container
:param str namespace: K8S namespace to be used when creating the new pods (default: clearml)
:param int max_pods_limit: Maximum number of pods that K8S glue can run at the same time
:param str pod_name_prefix: Define pod name prefix for k8s (default: clearml-id-)
:param str limit_pod_label: Define limit pod label for k8s (default: ai.allegro.agent.serial=pod-{pod_number})
:param bool force_system_packages: true when running tasks in containers (i.e. docker mode or k8s glue).
(default: true)
"""
super(K8sIntegration, self).__init__()
self.kind = os.environ.get("CLEARML_K8S_GLUE_KIND", "pod").strip().lower()

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@ -84,7 +84,6 @@ class VirtualenvPip(SystemPip, PackageManager):
print("WARNING: virtualenv and venv failed with [{}] trying virtualenv with python [{}]".format(
self.python, sys.executable))
self.python = str(sys.executable)
self._bin = Path(self.python)
self.session.command(
self.python, "-m", "virtualenv", self.path, *self.create_flags()
).check_call()

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@ -141,7 +141,9 @@ DAEMON_ARGS = dict({
'action': 'store_true',
},
'--use-owner-token': {
'help': 'Generate and use task owner token for the execution of the task',
'help': 'Run tasks under the identity of each task\'s owner: all calls made by the task code during execution '
'will use the owner\'s credentials instead of the agent\'s. This feature requires the agent to use a '
'ClearML Enterprise Server.',
'action': 'store_true',
}
}, **WORKER_ARGS)

View File

@ -13,9 +13,19 @@ def parse_args():
group = parser.add_mutually_exclusive_group()
parser.add_argument(
"--queue",
type=str,
help="Queues to pull tasks from. If multiple queues, use comma separated list, e.g. 'queue1,queue2'",
"--k8s-pending-queue-name", type=str,
help="Queue name to use when task is pending in the k8s scheduler (default: %(default)s)", default="k8s_scheduler"
)
parser.add_argument(
"--container-bash-script", type=str,
help="Path to the file with container bash script to be executed in k8s", default=None
)
parser.add_argument(
"--debug", action="store_true", default=False,
help="Switch logging on (default: %(default)s)"
)
parser.add_argument(
"--queue", type=str, help="Queues to pull tasks from. If multiple queues, use comma separated list, e.g. 'queue1,queue2'",
)
group.add_argument(
"--ports-mode",
@ -82,11 +92,25 @@ def parse_args():
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(
"--pod-name-prefix", type=str,
help="Define pod name prefix for k8s (default: %(default)s)", default="clearml-id-"
)
parser.add_argument(
"--limit-pod-label", type=str,
help="Define limit pod label for k8s (default: %(default)s)", default="ai.allegro.agent.serial=pod-{pod_number}"
)
parser.add_argument(
"--no-system-packages", action="store_true", default=False,
help="False when running tasks in containers (default: %(default)s)"
)
parser.add_argument(
"--use-owner-token",
action="store_true",
default=False,
help="Generate and use task owner token for the execution of each task",
help="Run tasks under the identity of each task's owner: all calls made by the task code during execution will "
"use the owner's credentials instead of the agent's. This features requires the agent to use a ClearML "
"Enterprise Server.",
)
parser.add_argument(
"--create-queue",
@ -111,7 +135,15 @@ def main():
user_props_cb = k8s_user_props_cb
if args.container_bash_script:
with open(args.container_bash_script, "r") as file:
container_bash_script = file.read().splitlines()
else:
container_bash_script = None
k8s = K8sIntegration(
k8s_pending_queue_name=args.k8s_pending_queue_name,
container_bash_script=container_bash_script,
ports_mode=args.ports_mode,
num_of_services=args.num_of_services,
base_pod_num=args.base_pod_num,
@ -124,6 +156,10 @@ def main():
else None,
namespace=args.namespace,
max_pods_limit=args.max_pods or None,
pod_name_prefix=args.pod_name_prefix,
limit_pod_label=args.limit_pod_label,
force_system_packages=not args.no_system_packages,
debug=args.debug,
)
queue = [q.strip() for q in args.queue.split(",") if q.strip()] if args.queue else None