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Do not reuse experiment if it has artifacts

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allegroai 2019-12-15 00:09:36 +02:00
parent 9add031fe8
commit 67d9a9e5d4
1 changed files with 4 additions and 1 deletions
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5
trains/task.py
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@ -942,9 +942,12 @@ class Task(_Task):
log_to_backend=True, log_to_backend=True,
) )
task_tags = task.data.system_tags if hasattr(task.data, 'system_tags') else task.data.tags task_tags = task.data.system_tags if hasattr(task.data, 'system_tags') else task.data.tags
task_artifacts = task.data.execution.artifacts \
if hasattr(task.data.execution, 'artifacts') else None
if ((str(task.status) in (str(tasks.TaskStatusEnum.published), str(tasks.TaskStatusEnum.closed))) if ((str(task.status) in (str(tasks.TaskStatusEnum.published), str(tasks.TaskStatusEnum.closed)))
or task.output_model_id or (ARCHIVED_TAG in task_tags) or task.output_model_id or (ARCHIVED_TAG in task_tags)
or (cls._development_tag not in task_tags)): or (cls._development_tag not in task_tags)
or task_artifacts):
# If the task is published or closed, we shouldn't reset it so we can't use it in dev mode # If the task is published or closed, we shouldn't reset it so we can't use it in dev mode
# If the task is archived, or already has an output model, # If the task is archived, or already has an output model,
# we shouldn't use it in development mode either # we shouldn't use it in development mode either