Re: Optimizing nbtree ScalarArrayOp execution, allowing multi-column ordered scans, skip scan

Peter Geoghegan <pg@bowt.ie>

From: Peter Geoghegan <pg@bowt.ie>
To: Matthias van de Meent <boekewurm+postgres@gmail.com>
Cc: PostgreSQL Hackers <pgsql-hackers@lists.postgresql.org>, Tom Lane <tgl@sss.pgh.pa.us>, Tomas Vondra <tomas.vondra@enterprisedb.com>, Jeff Davis <pgsql@j-davis.com>, benoit <benoit@hopsandfork.com>
Date: 2023-07-31T16:34:47Z
Lists: pgsql-hackers

Commits

Same data as JSON: GET /api/v1/messages/:b64id/commits the thread's linked commits as JSON, with link sources. API reference →
  1. Move nbtree preprocessing into new .c file.

  2. Fix nbtree lookahead overflow bug.

  3. Remove unneeded nbtree array preprocessing assert.

  4. Don't try to fix eliminated nbtree array scan keys.

  5. Remove redundant nbtree preprocessing assertions.

  6. Avoid extra lookups with nbtree array inequalities.

  7. Enhance nbtree ScalarArrayOp execution.

  8. Improvements and fixes for e0b1ee17dc

  9. Skip checking of scan keys required for directional scan in B-tree

  10. Fix btmarkpos/btrestrpos array key wraparound bug.

  11. Add nbtree high key "continuescan" optimization.

  12. Consider secondary factors during nbtree splits.

  13. Make heap TID a tiebreaker nbtree index column.

  14. Fix planning of btree index scans using ScalarArrayOpExpr quals.

  15. Fix btree stop-at-nulls logic properly.

  16. Teach btree to handle ScalarArrayOpExpr quals natively.

On Thu, Jul 27, 2023 at 10:00 AM Matthias van de Meent
<boekewurm+postgres@gmail.com> wrote:
> My idea is not quite block nested loop join. It's more 'restart the
> index scan at the location the previous index scan ended, if
> heuristics say there's a good chance that might save us time'. I'd say
> it is comparable to the fast tree descent optimization that we have
> for endpoint queries, and comparable to this patch's scankey
> optimization, but across AM-level rescans instead of internal rescans.

Yeah, I see what you mean. Seems related, even though what you've
shown in your prototype patch doesn't seem like it fits into my
taxonomy very neatly.

(BTW, I was a little confused by the use of the term "endpoint" at
first, since there is a function that uses that term to refer to a
descent of the tree that happens without any insertion scan key. This
path is used whenever the best we can do in _bt_first is to descend to
the rightmost or leftmost page.)

> The basic design of that patch is this: We keep track of how many
> times we've rescanned, and the end location of the index scan. If a
> new index scan hits the same page after _bt_search as the previous
> scan ended, we register that.

I can see one advantage that block nested loop join would retain here:
it does block-based accesses on both sides of the join. Since it
"looks ahead" on both sides of the join, more repeat accesses are
likely to be avoided.

Not too sure how much that matters in practice, though.

-- 
Peter Geoghegan