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Pydantic serialization #660
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We are using this snippet: import json
from functools import partial
from typing import Any
from typing import Callable
from typing import Dict
from typing import Optional
from typing import TypeVar
from typing import cast
from dramatiq.message import Message
from dramatiq.actor import Actor
from dramatiq.actor import actor
from pydantic import BaseModel
from pydantic import validate_arguments
from pydantic.decorator import V_DUPLICATE_KWARGS
from pydantic.decorator import V_POSITIONAL_ONLY_NAME
R = TypeVar('R')
class PydanticActor(Actor):
def __init__(self, fn: Callable[..., R], **kwargs):
super().__init__(validate_arguments(fn), **kwargs)
def message_with_options(
self,
*,
args: tuple = (),
kwargs: Optional[Dict[str, Any]] = None,
**options,
) -> Message[R]:
assert not args, 'positional arguments are not allowed in pydantic model'
instance = cast(BaseModel, self.fn.model(*args, **kwargs))
# exclude extra fields created by `validate_arguments`
exclude = {
V_POSITIONAL_ONLY_NAME,
V_DUPLICATE_KWARGS,
self.fn.vd.v_args_name,
self.fn.vd.v_kwargs_name,
}
json_kwargs = json.loads(instance.json(exclude=exclude))
return super().message_with_options(args=args, kwargs=json_kwargs, **options)
def send(self, /, **kwargs) -> Message[R]:
# positional arguments are not allowed in pydantic model
return super().send(**kwargs)
pydantic_actor = partial(actor, actor_class=PydanticActor) But this actor has one limitation: it can't be used with asyncio due |
It also does not support Pydantic/type checked return values right? |
Yes. We do not need it because do not use result backend |
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I'm tinkering with an automatic Pydantic (de)serialization integration. Here is what I have so far:
broker
instance to fetch the actor function's return typeMessage
class to makeget_result
convert the result to the actor function's return typeThe text was updated successfully, but these errors were encountered: