def __init__(self,
name: str,
wrapper_meta: Optional[dict] = None,
artifact: 'ArtifactCollection' = None,
requirements: Requirements = None,
params: Dict[str, Any] = None,
description: str = None,
id: int = None,
task_id: int = None,
author: str = None,
creation_date: datetime.datetime = None):
super().__init__(id, name, author, creation_date)
self.description = description
self.params = params or {}
try:
json.dumps(self.params)
except TypeError:
raise ValueError(f'"params" argument must be json-serializable')
self._wrapper = None
self._wrapper_meta = None
if isinstance(wrapper_meta, ModelWrapper):
self._wrapper = wrapper_meta
elif isinstance(wrapper_meta, dict):
self._wrapper_meta = wrapper_meta
self.requirements = requirements
self.transformer = None
self.task_id = task_id
self._persisted_artifacts = artifact
self._unpersisted_artifacts: Optional[ArtifactCollection] = None
self._images: IndexDict[Image] = IndexDict('id', 'name')
self.images: IndexDictAccessor[Image] = IndexDictAccessor(self._images)
def __init__(self,
name: str,
id: int = None,
author: str = None,
creation_date: datetime.datetime = None):
super().__init__(id, name, author, creation_date)
self._tasks: IndexDict[Task] = IndexDict('id', 'name')
self.tasks: IndexDictAccessor[Task] = IndexDictAccessor(self._tasks)
def __init__(self,
name: str,
id: int = None,
project_id: int = None,
author: str = None,
creation_date: datetime.datetime = None):
super().__init__(id, name, author, creation_date)
self.project_id = project_id
# self.metrics = metrics TODO
# self.sample_data = sample_data
self._models: IndexDict[Model] = IndexDict('id', 'name')
self.models: IndexDictAccessor[Model] = IndexDictAccessor(self._models)
self._pipelines: IndexDict[Pipeline] = IndexDict('id', 'name')
self.pipelines: IndexDictAccessor[Pipeline] = IndexDictAccessor(
self._pipelines)
self._images: IndexDict[Image] = IndexDict('id', 'name')
self.images: IndexDictAccessor[Image] = IndexDictAccessor(self._images)