Can i insert data to questdb for realtime analytics without involving kafka? Is it an acceptable use case and does not fall in antipattern? if any one has sample program want to share ? Python will capture Streaming data and i would like to directly write to questdb.. What is the best way to achieve it without hampering performance and deadlock condition... these data are critical in nature..

Hi @sam, you can definitely ingest data directly to the database. Based on the above I think you should try the python client of QuestDB. https://py-questdb-client.readthedocs.io