: import numpy as np import zlib  import sqlalchemy as sa from sqlalchemy.orm import relationship, scoped_session, sessionmaker from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.types import TypeDecorator, CHAR  DBSession = scoped_session(sessionmaker()) Base = declarative_base()  