[Core] Incompatibility with the Rtree library.

[decadance-dance]

What happened + What you expected to happen

It dosen't work with rtree index structure from python Rtree library.
When I create the index in one remote func and pass it as input to another func I won't get the same index.
I expect that the index object to be stable (not changed) between remote funcs.

Versions / Dependencies

Rtree==1.2.0
ray==2.20.0

Python 3.10

Reproduction script

import ray
from rtree import index as rindex


def make_rtree_index():
    ridx = rindex.Index()
    ridx.insert(0, [0, 10, 20, 30])
    return ridx


def show_rtree(rtree):
    print(rtree.bounds)


if __name__ == "__main__":

    # Run wo/ ray
    rtree = make_rtree_index()
    show_rtree(rtree)


    # Run w/ ray
    ray.init(local_mode=True)

    make_rtree_index = ray.remote(make_rtree_index)
    show_rtree = ray.remote(show_rtree)

    rtree = make_rtree_index.remote()
    show_rtree.remote(rtree)

Issue Severity

Medium: It is a significant difficulty but I can work around it.

[982945902]

I can't reproduce this problem in the current mainline, maybe you can try the latest source code installation, or version 2.22.0

[rynewang]

Can you retry with ray 2.22.0 and print the result differences? Thanks