very cool!
For a project I used
https://github.com/ranaroussi/pystore
to stored TS(time series) data. As TS are mostly read-only so I try to avoid OLTP for certain use case that it's perfect for Parquet/DASK type of storage. I used Pandas to explore the data. This seems to be suited for high volume, query rate.