monthly_energy_balance_results_report/hub/persistence

Database Persistence

The persistence package includes classes to store different class objects in a Postgres database.

models

This defines models for all class objects that we want to persist. It is used for Object Relation Mapping (ORM) of the class objects to database table columns

repositories

This defines repository classes that contain CRUD methods for database operations. The constructor of all repositories requires The database name to connect to and the application environment (PROD or TEST). Tests use a different database from the production environment, which is why this is necessary. An example is shown below

from hub.persistence import CityRepo

# instantiate city repo for hub production database
city_repo = CityRepo(db_name='hub', app_env='PROD')

All database operations are conducted with the production database (PROD) named hub in the example above

config_db

This Python file is a configuration class that contains variables that map to configuration parameters in a .env file. It also contains a method def conn_string() which returns the connection string to a Postgres database.

Base

This class has a constructor that establishes a database connection and returns a reference for database-related CRUD operations.

Database Configuration Parameter

A .env file (or environment variables) with configuration parameters described below are needed to establish a database connection:

# production database credentials
PROD_DB_USER=postgres-database-user
PROD_DB_PASSWORD=postgres-database-password
PROD_DB_HOST=database-host
PROD_DB_PORT=database-port

# test database credentials
TEST_DB_USER=postgres-database-user
TEST_DB_PASSWORD=postgres-database-password
TEST_DB_HOST=database-host
TEST_DB_PORT=database-port

Database Related Unit Test

Unit tests that involve database operations require a Postgres database to be set up. The tests connect to the database server using the default postgres user (postgres). NB: You can provide any credentials for the test to connect to postgres, just make sure the credentials are set in your .env file as explained above in Database Configuration Parameters section

When the tests are run, a test_db database is created and then the required tables for the test. Before the tests run, the test_db is deleted to ensure that each test starts on a clean slate