I am using SQLAlchemy in Python, and I want to know how to get the total number of rows in a column. I have variables defined:
engine = sqlalchemy.create_engine(url, ehco=False) Session = sqlalchemy.orm.sessionmaker(bind=engine) Session = session() metadata = sqlalchemy.MetaData(engine) Base = declarative_base(metadata=metadata) # A class representing the shape_congress_districts_2012 table class Congress(Base): __tablename__ = 'shape_congress_districts_2012' id = geoalchemy.Column(sqlalchemy.Integer, primary_key=True) name = geoalchemy.Column(sqlalchemy.Unicode) geom = geoalchemy.GeometryColumn(geoalchemy.Polygon(2)) geom_simple = geoalchemy.GeometryColumn(geoalchemy.Polygon(2)) area = geoalchemy.Column(sqlalchemy.Float) state_id = geoalchemy.Column(sqlalchemy.Integer) census_year = geoalchemy.Column(sqlalchemy.Date) geoalchemy.GeometryDDL(Congress.__table__)
I want to determine the total number of rows in the table without having to wait a whole bunch of time querying the database. Currently, I have a bit of code:
rows = session.query(Congress).all()
Then I can access them from list, but this requires me to load everything into memory at once.
As the documentation says, all() returns the result of the query as a list.
method sqlalchemy.orm.Query. all() Return the results represented by this Query as a list. This results in an execution of the underlying SQL statement. The Query object, when asked to return either a sequence or iterator that consists of full ORM-mapped entities, will deduplicate entries based on primary key.
This should work
rows = session.query(Congress).count()
EDIT: Another way related to my first try
from sqlalchemy import func rows = session.query(func.count(Congress.id)).scalar()
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