Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[FEA] Support Databricks 8.2 ML Runtime #2160

Closed
sameerz opened this issue Apr 16, 2021 · 3 comments
Closed

[FEA] Support Databricks 8.2 ML Runtime #2160

sameerz opened this issue Apr 16, 2021 · 3 comments
Assignees
Labels
feature request New feature or request P0 Must have for release

Comments

@sameerz
Copy link
Collaborator

sameerz commented Apr 16, 2021

Is your feature request related to a problem? Please describe.
Databricks now has an 8.2 ML runtime that supports GPUs and runs Spark 3.1.1.

Describe the solution you'd like
The Spark plugin should support the Databricks 8.1 ML runtime

Describe alternatives you've considered
Databricks 8.0 ML does not appear to support GPUs.

Additional context
Ideally we will support an 8.x LTS version, but it appears to be too early in the 8.x line for a long term support version. Let's start with 8.2 ML, we may need to change the target supported version later.

@sameerz sameerz added feature request New feature or request ? - Needs Triage Need team to review and classify labels Apr 16, 2021
@sameerz sameerz added P0 Must have for release and removed ? - Needs Triage Need team to review and classify labels Apr 20, 2021
@tgravescs
Copy link
Collaborator

the 8.2 ML driver version is the same as 8.1:
NVIDIA-SMI 450.80.02 Driver Version: 450.80.02 CUDA Version: 11.0

@sameerz sameerz changed the title [FEA] Support Databricks 8.1 ML Runtime [FEA] Support Databricks 8.2 ML Runtime May 2, 2021
@tgravescs
Copy link
Collaborator

Note it looks like for the flatMapGroupsInPandas we have to turn off adaptive otherwise we hit the stack overflow issues with the estimator.
spark.conf.set("spark.sql.adaptive.enabled", "false")

@tgravescs
Copy link
Collaborator

supported with #2381

@tgravescs tgravescs added this to the May 10 - May 21 milestone May 11, 2021
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
feature request New feature or request P0 Must have for release
Projects
None yet
Development

No branches or pull requests

2 participants