Superduper-protocol

from superduper import *
from superduper.base import Base

db = superduper('mongomock://test')

import typing as t
from superduper.misc import typing as st


class MyClass(Component):
    a: str
    b: int
    c: t.Any
    d: Component | None = None

MyClass?

import PIL.Image

i = PIL.Image.open('../../../superduper-docs/static/img/architecture.png')
i

mc = MyClass('my-class', a='test', b=1, c=i, d=MyClass('my-other-class', a='other', b=2, c=None, d=None))

mc.dict()

MyClass.class_schema

mc.encode()

mc.export('.')

reloaded = Component.read('.')

db.apply(mc)

db.show('Table')

import pandas

pandas.DataFrame(db['MyClass'].execute())

t = db['MyClass']

t.filter(t['b'] >= 2).execute()

db.show('MyClass', 'my-class')

mc.b = 3

db.apply(mc)