Optimizing Oracle CONNECT BY when used with WHERE clause

Question

Oracle START WITH ... CONNECT BY clause is applied before applying WHERE condition in the same query. Thus, WHERE constraints won't help optimize CONNECT BY.

For example, the following query will likely perform full table scan (ignoring selectivity on dept_id):

SELECT * FROM employees 
WHERE dept_id = 'SALE'
START WITH manager_id is null
CONNECT BY PRIOR employee_id = manager_id

I tried to improve performance in 2 ways:

query A:

SELECT * FROM employees 
START WITH manager_id is null AND dept_id = 'SALE'
CONNECT BY PRIOR employee_id = manager_id

query B:

SELECT * FROM (
               SELECT * FROM employees 
                WHERE dept_id = 'SALE'
              )
START WITH manager_id is null
CONNECT BY PRIOR employee_id = manager_id

While both queries did much better than original, on Oracle 10g Release 2, query B did performed much better than A.

Did you have similar performance optimization to deal with with respect to CONNECT BY and WHERE clauses? How would you explain query B doing much better than query A?

Answer 1

Query A says start with managers in the Sales department and then get all their employees. Oracle doesn't "know" that all the employees returned be the query will be in the Sales department, so it can't use that information to reduce the set of data to work with before performing the CONNECT BY.

Query B explicitly reduces the set of data to be worked on to just those employees in Sales, which Oracle can then do before performing the CONNECT BY.

Answer 2

What are the indexes on employees? You better have an index on employeeid. And you likely do have one as a consequence of declaring employeeid as the primary key.

You might get better performance with an index on managerid as well. Try it. This has to be balanced against slower performance when inserting new employees or reorganizing managing relationships.