Hi Team,
i am using superset0.36 version, have observed superset is creating more no.of db sessions when dashboards/reports are running continuously. Sometimes due to high load/no.of schedule jobs are running db sessions are breaking. I thought to see whether connection pool creation for superset will improve db sessions failures. i have followed below SIP as a reference. https://github.com/apache/superset/issues/8574 i have followed the sqlalchemy documentation and used QueuePool to created connection pool when superset is establishing db session with help of "create_engine" method. Below are the connection pool parameters and file locations where i have updated in superset. Documentation: https://docs.sqlalchemy.org/en/13/core/pooling.html#sqlalchemy.pool.QueuePool Connection pool parameters: filepath: superset/models/core.py [ function: get_sqla_engine ] params["poolclass"] = QueuePool params["pool_size"] = 20 params["max_overflow"] = 10 params["pool_recycle"]= 3600 params["pool_pre_ping"] = True params["pool_use_lifo"] = True filepath: superset/migrations/env.py engine = engine_from_config( config.get_section(config.config_ini_section), prefix="sqlalchemy.", poolclass=pool.QueuePool, ) I can these are the main functions where superset initiating for db sessions creations. there are couple of places where i have override nullpool parameter to false, since nullpoll is for disabling connection pool. i also tried to see by varying the pool size but i can't see any difference after applying connection pool code. I need suggestion to whether i am going in right direction or not OR is there a way to test/see the connection pool usage at application level to make sure the new code customizations that i have done is working. Please give some suggestions/ if there are any implementation done w.r.to this requirement in superset before. Thanks for the attention and time. Have created same in Github ticket : https://github.com/apache/superset/issues/14414 Thanks, Srini T. This electronic mail (including any attachments) may contain information that is privileged, confidential, and/or otherwise protected from disclosure to anyone other than its intended recipient(s). Any dissemination or use of this electronic mail or its contents (including any attachments) by persons other than the intended recipient(s) is strictly prohibited. If you have received this message in error, please notify us immediately by reply e-mail so that we may correct our internal records. Please then delete the original message (including any attachments) in its entirety. Thank you