clearml-server/server/database/model/task/metrics.py

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2019-06-10 21:24:35 +00:00
from mongoengine import EmbeddedDocument, StringField, DateTimeField, LongField, DynamicField
class MetricEvent(EmbeddedDocument):
metric = StringField(required=True, )
variant = StringField(required=True)
type = StringField(required=True)
timestamp = DateTimeField(default=0, required=True)
iter = LongField()
value = DynamicField(required=True)
@classmethod
def from_dict(cls, **kwargs):
return cls(**{k: v for k, v in kwargs.items() if k in cls._fields})