45 seconds on HPE Cray EX system with 128 nodes using Arkouda

[eric-vo]

I compared Arkouda and Dask on an HPE Cray EX system with 1 billion and trillion rows of data, ranging up to 128 nodes of compute. Details: https://chapel-lang.org/blog/posts/1trc-arkouda/