My family and I recently moved into a house with a ~1.5 year old 18x36 inground pool. It's not very deep, so roughly 20k gallons.
We opened the pool ourselves (with help from this site, YouTube, etc.) and started the season taking water samples to the local Leslie's Pool Supplies store...