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https://github.com/clearml/clearml-server
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50 lines
1.6 KiB
Python
50 lines
1.6 KiB
Python
from typing import Tuple
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from apiserver.tests.automated import TestService
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class TestPipelines(TestService):
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def test_start_pipeline(self):
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queue = self.api.queues.get_default().id
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task_name = "pipelines test"
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project, task = self._temp_project_and_task(name=task_name)
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args = [{"name": "hello", "value": "test"}]
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res = self.api.pipelines.start_pipeline(task=task, queue=queue, args=args)
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pipeline_task = res.pipeline
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try:
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self.assertTrue(res.enqueued)
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pipeline = self.api.tasks.get_all_ex(id=[pipeline_task]).tasks[0]
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self.assertTrue(pipeline.name.startswith(task_name))
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self.assertEqual(pipeline.status, "queued")
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self.assertEqual(pipeline.project.id, project)
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self.assertEqual(
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pipeline.hyperparams.Args,
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{
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a["name"]: {
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"section": "Args",
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"name": a["name"],
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"value": a["value"],
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}
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for a in args
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},
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)
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finally:
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self.api.tasks.delete(task=pipeline_task, force=True)
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def _temp_project_and_task(self, name) -> Tuple[str, str]:
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project = self.create_temp(
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"projects", name=name, description="test", delete_params=dict(force=True),
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)
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return (
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project,
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self.create_temp(
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"tasks",
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name=name,
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type="testing",
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project=project,
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system_tags=["pipeline"],
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),
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)
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