# sqlalchemy_with_mssql ```py3 import yaml import urllib import sqlalchemy from sqlalchemy.orm.session import sessionmaker def create_engine(): con_info = yaml.load(file) con_format = ";".join([ "DRIVER={{SQL Server}}", # escape for format method "SERVER=localhost", "DATABASE={database}", "UID={user}", "PWD={password}", ]) + ";" con_params = urllib.parse.quote_plus(con_format.format(**con_info)) engine = sqlalchemy.create_engine("mssql+pyodbc:///?odbc_connect=%s" % con_params) return engine def select_df(query, params): Session = sessionmaker(bind=create_engine()) session = Session() result = session.execute(query, params) if result.rowcount == 0: return pd.DataFrame(columns=result.keys()) return pd.DataFrame((r for r in result), columns=result.keys()) ```