Make tests deterministic

[galipremsagar]

Description

This PR is a first pass of making tests deterministic, I noticed one of CI job failed due to an overflow error related to random data generation.

Checklist

• I am familiar with the Contributing Guidelines.
• New or existing tests cover these changes.
• The documentation is up to date with these changes.

[rjzamora]

Dask changes LGTM. Thanks!

[galipremsagar]

/merge

[mroeschke]

Not a blocker, but going forward it would be good to start using numpy's new, recommended numpy.random.Generator API https://numpy.org/doc/stable/reference/random/generator.html#numpy.random.Generator

[galipremsagar]

Not a blocker, but going forward it would be good to start using numpy's new, recommended numpy.random.Generator API https://numpy.org/doc/stable/reference/random/generator.html#numpy.random.Generator

Good point. Noted 👍

[jakirkham]

It is worth noting that this is covered by Ruff's rule NPY002. We may want to consider adding that to this list

cudf/pyproject.toml

Lines 28 to 32 in ba4afae

	[tool.ruff.lint]
	typing-modules = ["cudf._typing"]
	select = [
	# pycodestyle Error
	"E",

---

On a more general note, we are discussing the value of enabling more Ruff rules for NumPy across RAPIDS in issue: rapidsai/build-planning#103