Re: Optimizing nbtree ScalarArrayOp execution, allowing multi-column ordered scans, skip scan
Peter Geoghegan <pg@bowt.ie>
Commits
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the thread's linked commits as JSON, with link sources.
API reference →
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Move nbtree preprocessing into new .c file.
- 597b1ffbf123 18.0 landed
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Fix nbtree lookahead overflow bug.
- 09a8407dbfd8 18.0 landed
- 6749d4aabe74 17.0 landed
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Remove unneeded nbtree array preprocessing assert.
- 480bc6e3ed3a 17.0 landed
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Don't try to fix eliminated nbtree array scan keys.
- f22e17f76cf5 17.0 landed
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Remove redundant nbtree preprocessing assertions.
- 3b08133cd13c 17.0 landed
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Avoid extra lookups with nbtree array inequalities.
- 473411fc5115 17.0 landed
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Enhance nbtree ScalarArrayOp execution.
- 5bf748b86bc6 17.0 landed
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Improvements and fixes for e0b1ee17dc
- 7e6fb5da41d8 17.0 cited
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Skip checking of scan keys required for directional scan in B-tree
- e0b1ee17dc3a 17.0 cited
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Fix btmarkpos/btrestrpos array key wraparound bug.
- 714780dcddf0 17.0 cited
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Add nbtree high key "continuescan" optimization.
- 29b64d1de7c7 12.0 cited
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Consider secondary factors during nbtree splits.
- fab250243387 12.0 cited
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Make heap TID a tiebreaker nbtree index column.
- dd299df8189b 12.0 cited
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Fix planning of btree index scans using ScalarArrayOpExpr quals.
- 807a40c551dd 9.3.0 cited
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Fix btree stop-at-nulls logic properly.
- 882368e854b6 9.2.0 cited
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Teach btree to handle ScalarArrayOpExpr quals natively.
- 9e8da0f75731 9.2.0 cited
Attachments
- v11-0001-Enhance-nbtree-ScalarArrayOp-execution.patch (application/octet-stream) patch v11-0001
On Tue, Jan 23, 2024 at 3:22 PM Peter Geoghegan <pg@bowt.ie> wrote: > I could include something less verbose, mentioning a theoretical risk > to out-of-core amcanorder routines that coevolved with nbtree, > inherited the same SAOP limitations, and then never got the same set > of fixes. Attached is v11, which now says something like that in the commit message. Other changes: * Fixed buggy sorting of arrays using cross-type ORDER procs, by recognizing that we need to consistently use same-type ORDER procs for sorting and merging the arrays during array preprocessing. Obviously, when we sort, we compare array elements to other array elements (all of the same type). This is true independent of whether the query itself happens to use a cross type operator/ORDER proc, so we will need to do two separate ORDER proc lookups in cross-type scenarios. * No longer subscript the ORDER proc used for array binary searches using a scankey subscript. Now there is an additional indirection that works even in the presence of multiple redundant scan keys that cannot be detected as such due to a lack of appropriate cross-type support within an opfamily. This was subtly buggy before now. Requires a little more coordination between array preprocessing and standard/primitive index scan preprocessing, which isn't ideal but seems unavoidable. * Lots of code polishing, especially within _bt_advance_array_keys(). While _bt_advance_array_keys() still works in pretty much exactly the same way as it did back in v10, there are now better comments. Including something about why its recursive call to itself is guaranteed to use a low, fixed amount of stack space, verified using an assertion. That addresses a concern held by Matthias. Outlook ======= This patch is approaching being committable now. Current plan is to commit this within the next few weeks. All that really remains now is to research how we might integrate this work with the recently added continuescanPrechecked/haveFirstMatch stuff from Alexander Korotkov, if at all. I've put that off until now because it isn't particularly fundamental to what I'm doing here, and seems optional. I would also like to do more performance validation. Things like the parallel index scan code could stand to be revisited once again. Plus I should think about the overhead of array preprocessing when btrescan() is called many times, from a nested loop join -- I should have something to say about that concern (raised by Heikki at one point) before too long. -- Peter Geoghegan