mirror of
https://github.com/clearml/clearml-server
synced 2025-01-31 10:56:48 +00:00
69 lines
2.0 KiB
Python
69 lines
2.0 KiB
Python
import re
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from apiserver.apimodels.pipelines import StartPipelineResponse, StartPipelineRequest
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from apiserver.bll.organization import OrgBLL
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from apiserver.bll.project import ProjectBLL
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from apiserver.bll.task import TaskBLL
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from apiserver.bll.task.task_operations import enqueue_task
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from apiserver.database.model.project import Project
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from apiserver.database.model.task.task import Task
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from apiserver.service_repo import APICall, endpoint
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org_bll = OrgBLL()
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project_bll = ProjectBLL()
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task_bll = TaskBLL()
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def _update_task_name(task: Task):
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if not task or not task.project:
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return
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project = Project.objects(id=task.project).only("name").first()
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if not project:
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return
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_, _, name_prefix = project.name.rpartition("/")
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name_mask = re.compile(rf"{re.escape(name_prefix)}( #\d+)?$")
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count = Task.objects(
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project=task.project, system_tags__in=["pipeline"], name=name_mask
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).count()
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new_name = f"{name_prefix} #{count}" if count > 0 else name_prefix
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task.update(name=new_name)
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@endpoint(
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"pipelines.start_pipeline", response_data_model=StartPipelineResponse,
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)
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def start_pipeline(call: APICall, company_id: str, request: StartPipelineRequest):
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hyperparams = None
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if request.args:
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hyperparams = {
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"Args": {
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str(arg.name): {
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"section": "Args",
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"name": str(arg.name),
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"value": str(arg.value),
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}
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for arg in request.args or []
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}
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}
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task, _ = task_bll.clone_task(
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company_id=company_id,
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user_id=call.identity.user,
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task_id=request.task,
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hyperparams=hyperparams,
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)
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_update_task_name(task)
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queued, res = enqueue_task(
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task_id=task.id,
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company_id=company_id,
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queue_id=request.queue,
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status_message="Starting pipeline",
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status_reason="",
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)
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return StartPipelineResponse(pipeline=task.id, enqueued=bool(queued))
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