from datetime import datetime from sqlalchemy.dialects.postgresql import insert from app import db from app.dao.dao_utils import transactional from app.models import FactProcessingTime @transactional def insert_update_processing_time(processing_time): ''' This uses the Postgres upsert to avoid race conditions when two threads try and insert at the same row. The excluded object refers to values that we tried to insert but were rejected. http://docs.sqlalchemy.org/en/latest/dialects/postgresql.html#insert-on-conflict-upsert ''' table = FactProcessingTime.__table__ stmt = insert(table).values( bst_date=processing_time.bst_date, messages_total=processing_time.messages_total, messages_within_10_secs=processing_time.messages_within_10_secs ) stmt = stmt.on_conflict_do_update( index_elements=[table.c.bst_date], set_={ 'messages_total': stmt.excluded.messages_total, 'messages_within_10_secs': stmt.excluded.messages_within_10_secs, 'updated_at': datetime.utcnow() } ) db.session.connection().execute(stmt)