We use PostgreSQL throughout Fedora Infrastructure.

Bi-directional Replication

Bi-directional replication (BDR) is a project that adds asynchronous multi-master logical replication to PostgreSQL. Fedora has a PostgreSQL deployment with BDR enabled. In Fedora, only one master is written to at any time.

Applications are not required to use the BDR-enabled database, but it is encouraged since it provides redundancy and more flexibility for the system administrators.

Applications need to take several things into account when considering whether or not to use BDR.

Primary Keys

All tables need to have primary keys.


BDR does not use any consensus algorithm or locking between nodes so writing to multiple masters can result in conflicts. There are several types of conflicts that can occur, and applications should carefully consider each one and be prepared to handle them. Some conflicts are handled automatically, while others can result in a deadlock that requires manual intervention.

Global DDL Lock

BDR uses a global DDL lock (across all PostgreSQL nodes) for DDL changes, which applications must explicitly acquire prior to emitting DDL statements.

This can be done in Alembic by modifying the run_migrations_offline and run_migrations_online functions in to emit the SQL when connecting to the database. An example of the run_migrations_offline:

def run_migrations_offline():
    """Run migrations in 'offline' mode.

    This requires a configuration options since it's not known whether the
    target database is a BDR cluster or not. Alternatively, you can simply
    add the SQL to the script manually and not bother with a setting.
    url = config.get_main_option("sqlalchemy.url")

    with context.begin_transaction():
        # If the configuration indicates this script is for a Postgres-BDR database,
        # then we need to acquire the global DDL lock before migrating.
        postgres_bdr = config.get_main_option('offline_postgres_bdr')
        if postgres_bdr is not None and postgres_bdr.strip().lower() == 'true':
  'Emitting SQL to allow for global DDL locking with BDR')
            context.execute('SET LOCAL bdr.permit_ddl_locking = true')

An example of the run_migrations_online function:

def run_migrations_online():
    """Run migrations in 'online' mode.

    This auto-detects when it's run against a Postgres-BDR system.
    engine = engine_from_config(

    connection = engine.connect()

            connection.execute('SHOW bdr.permit_ddl_locking')
            postgres_bdr = True
        except exc.ProgrammingError:
            # bdr.permit_ddl_locking is an unknown option, so this isn't a BDR database
            postgres_bdr = False
        with context.begin_transaction():
            if postgres_bdr:
      'Emitting SQL to allow for global DDL locking with BDR')
                connection.execute('SET LOCAL bdr.permit_ddl_locking = true')

Be aware that long-running migrations will hold the global lock for the entire migration and while the global lock is held by a node, no other nodes may perform any DDL or make any changes to rows.

DDL Restrictions

BDR has a set of DDL Restrictions. Some of the restrictions are easily worked around by performing the task in several steps, while others are simply not available.