Mark Reyes
10/04/2024, 10:55 PMMarvin
10/04/2024, 11:31 PMprefect==2.19.2
and dask==2024.9.0
, you can use Poetry to manage these dependencies, but it's important to ensure that there are no compatibility issues between Prefect and the specified Dask version.
Here's how you might configure your pyproject.toml
to add these dependencies using Poetry:
1. Add Prefect with the Dask extras:
[tool.poetry.dependencies]
prefect = {version = "2.19.2", extras = ["dask"]}
2. Specify the Dask version explicitly:
dask = "2024.9.0"
3. Update Poetry to install the dependencies:
poetry update
Currently, there appear to be no reported GitHub issues or official documentation notes indicating specific compatibility problems between Prefect 2.19.2
and Dask 2024.9.0
. However, always ensure that the dependencies work together in your environment, as the interplay between different library versions can occasionally lead to unexpected issues.
If you encounter any difficulties during this setup, consider verifying the Prefect GitHub repository for newly posted issues or discussions. You can always install a compatible version of both Prefect and Dask that are known to work well together if new compatibility issues arise. If you need help with configuration details or further information, feel free to ask!Marvin
10/04/2024, 11:31 PMpoetry add
command like this:
poetry add prefect[all]@2.19.2
However, if you need to specify a specific version of the Dask library itself (in this case, version 2024.9.0), you would typically do it by specifying both the Prefect version with the extras and the desired Dask version. Unfortunately, directly specifying an extra to a specific version isn't possible in one command with poetry
. Instead, you can specify the Dask version separately:
1. First, add the Prefect package with Dask extra:
poetry add prefect[all]@2.19.2
2. Next, add the specific Dask version:
poetry add dask==2024.9.0
This is how you incorporate both the Prefect 2.19.2 version and a specific version of Dask using Poetry.
For more info on Prefect's integration with Dask, you can check out their documentation.
If you face an error or specific issues, let me know, and I can assist you in further investigating that.Marvin
10/05/2024, 12:01 AM"prefect=2.19.2"
with "dask=2024.9.0"
, but be aware of potential integration issues, especially if you encounter AnyIO-related errors. If you run into problems, checking the compatibility of different versions close to the range you need or waiting for a newer release might be necessary.
To address this potential compatibility issue:
- You can attempt a fresh poetry environment to ensure that all dependencies are optimal: poetry install
.
- Monitor Prefect's GitHub repository for any new issues or pull requests that mention Dask task runner integrations.
If there's a critical need for version-specific features, consider locking specific versions of libraries that are known to work together from previous projects or community feedback.