Tahir
09/18/2024, 5:20 PMTraceback (most recent call last):
File "<string>", line 1, in <module>
File "/usr/local/lib/python3.10/site-packages/prefect_dask/__init__.py", line 2, in <module>
from .task_runners import DaskTaskRunner # noqa
File "/usr/local/lib/python3.10/site-packages/prefect_dask/task_runners.py", line 89, in <module>
class DaskTaskRunner(BaseTaskRunner):
File "/usr/local/lib/python3.10/site-packages/prefect_dask/task_runners.py", line 256, in DaskTaskRunner
call: Callable[..., Awaitable[State[R]]],
TypeError: 'ModelMetaclass' object is not subscriptable
Marvin
09/18/2024, 5:20 PMprefect-dask
seems related to the usage of pydantic
models and type annotations that are causing the 'ModelMetaclass' object is not subscriptable
error. This issue can arise due to changes or stricter type checks between different versions of libraries.
### Detailed Breakdown:
1. Possible Cause: The error is probably caused by the misuse of typing annotations or compatibility issues between prefect-dask
and pydantic
.
2. Prefect and Dask Integration: Both the Prefect 2.x and 3.x documentation refer to using the DaskTaskRunner
for Dask integration. It seems both versions mention configurations involving Dask's adaptive scaling and other cluster configurations (source: link1, link2).
### Steps to Resolve:
1. Check Pydantic Version: Ensure you are using a compatible version of pydantic
that aligns with your Prefect version.
2. Update Prefect & Dependencies: Make sure your prefect, prefect-dask, and pydantic libraries are up to date to avoid compatibility issues.
3. Example Fix: Adjust the Callable
type annotations to be compatible. You might need to replace or modify
python
call: Callable[..., Awaitable[State[R]]]
to a compatible format based on the library versions you are using.
### Links for Reference:
- Prefect Dask 2.x Task Runners
- Prefect Dask 3.x Task Runners
If the above steps do not resolve your issue, consider providing more details such as your versions of Prefect, Prefect-Dask, and Pydantic for further assistance.