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jieguangzhou avatar jieguangzhou commented on June 8, 2024

related to: #2064

from superduperdb.

jieguangzhou avatar jieguangzhou commented on June 8, 2024
import dataclasses as dc
import typing as t

import pandas as pd

from superduperdb import superduper
from superduperdb.components.component import Component
from superduperdb.components.datatype import (
    pickle_serializer,
)


@dc.dataclass(kw_only=True)
class SpecialComponent(Component):
    type_id: t.ClassVar[str] = "special"
    my_data: pd.DataFrame
    _artifacts: t.ClassVar = (("my_data", pickle_serializer),)


df = pd.DataFrame(
    [{"a": 1, "b": 2}, {"a": 3, "b": 4}, {"a": 5, "b": 6}, {"a": 7, "b": 8}]
)

db = superduper("mongomock://test")
c = SpecialComponent("test", my_data=df)

db.add(c)

reloaded = db.load("special", c.identifier)

c.my_data is a DataFrame
reloaded.my_data is a Arfifact

We need to call reloaded.init() to get the actual my_data.

This will be very confusing.

We can automate this initialization except for data with lazy loading.

from superduperdb.

blythed avatar blythed commented on June 8, 2024

I think this sounds like a bug - not intended behaviour - it's indeed correct that everything should be unwrapped after passing to the Component, however not Lazy*. How can we enforce this? The idea of init was for lazy loading.

from superduperdb.

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