From this excellent article on query locks in Postgres, one can get blocked query and blocker query and their information from the following query.
CREATE VIEW lock_monitor AS(
SELECT
COALESCE(blockingl.relation::regclass::text,blockingl.locktype) as locked_item,
now() - blockeda.query_start AS waiting_duration, blockeda.pid AS blocked_pid,
blockeda.query as blocked_query, blockedl.mode as blocked_mode,
blockinga.pid AS blocking_pid, blockinga.query as blocking_query,
blockingl.mode as blocking_mode
FROM pg_catalog.pg_locks blockedl
JOIN pg_stat_activity blockeda ON blockedl.pid = blockeda.pid
JOIN pg_catalog.pg_locks blockingl ON(
( (blockingl.transactionid=blockedl.transactionid) OR
(blockingl.relation=blockedl.relation AND blockingl.locktype=blockedl.locktype)
) AND blockedl.pid != blockingl.pid)
JOIN pg_stat_activity blockinga ON blockingl.pid = blockinga.pid
AND blockinga.datid = blockeda.datid
WHERE NOT blockedl.granted
AND blockinga.datname = current_database()
);
SELECT * from lock_monitor;
As the query is long but useful, the article author has created a view for it to simplify it's usage.