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In-Reply-To: <20260322.142326.546998002680149319.ishii@postgresql.org>
Reply-To: assam258@gmail.com
From: Henson Choi <assam258@gmail.com>
Date: Sun, 29 Mar 2026 21:13:47 +0900
Message-ID: 
 <CAAAe_zBCF3dwSjStmG0kJqw_y1z8QD73Rf1G58QTKEvd9tScwA@mail.gmail.com>
Subject: Re: Row pattern recognition
To: Tatsuo Ishii <ishii@postgresql.org>
Cc: zsolt.parragi@percona.com, sjjang112233@gmail.com,
 vik@postgresfriends.org,
	er@xs4all.nl, jacob.champion@enterprisedb.com, david.g.johnston@gmail.com,
	peter@eisentraut.org, pgsql-hackers@postgresql.org
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Hi Tatsuo,

Attached are 6 incremental patches on top of v46.

0001-0005 are small independent fixes. 0006 is the main
PREV/NEXT navigation redesign that was discussed as the
"experimental" implementation in prior messages.

Here is a summary of each patch:


  0001: Remove unused regex/regex.h include from nodeWindowAgg.c
        The regex header was left over from an earlier implementation
        that used the regex engine for pattern matching. The current
        NFA engine in execRPR.c does not use it.


  0002: Add CHECK_FOR_INTERRUPTS() to nfa_add_state_unique()
        This function iterates through a linked list of NFA states
        to check for duplicates. In state explosion scenarios
        (complex patterns with alternations and quantifiers), this
        list can grow significantly. Without an interrupt check,
        the loop is unresponsive to query cancellation.


  0003: Add CHECK_FOR_INTERRUPTS() to nfa_try_absorb_context()
        Similar to 0002. The absorption loop iterates through the
        context chain, which can grow unbounded with streaming
        window patterns. Each iteration also calls
        nfa_states_covered() which has its own loop.


  0004: Fix in-place modification of defineClause TargetEntry
        In set_upper_references(), the defineClause TargetEntry
        was modified in-place by fix_upper_expr() without making
        a copy first. This follows the same flatCopyTargetEntry()
        pattern already used for the main targetlist in the same
        function.


  0005: Fix mark handling for last_value() under RPR
        This is a revised version of the v45 0004 patch that you
        commented on [1]. You pointed out that suppressing
        WinSetMarkPosition() entirely under RPR was too strong a
        limitation, and we agreed to drop it and revisit together
        with the experimental PREV/NEXT patch.

        The RPR executor patch changed set_mark from true to
        false in window_last_value() to avoid mark advancement
        problems under RPR. But this also penalizes non-RPR
        queries by preventing tuplestore memory reclamation.

        The revised approach: restore set_mark=true (upstream
        default), and add a targeted guard in
        WinGetFuncArgInFrame() that only suppresses mark
        advancement for SEEK_TAIL under RPR -- not for all
        seek types as in v45 0004. Only SEEK_TAIL needs
        suppression because advancing the mark from the tail
        could prevent revisiting earlier rows that still fall
        within a future row's reduced frame.

        [1]
https://www.postgresql.org/message-id/20260321.140232.1947157589839395257.ishii%40postgresql.org


  0006: Implement 1-slot PREV/NEXT navigation for RPR
        This is the main patch. It redesigns PREV/NEXT navigation
        from the 3-slot model (outer/scan/inner with varno
        rewriting) to a 1-slot model using expression opcodes.

        Key changes:

        - RPRNavExpr: a new expression node type that replaces
          the previous approach of identifying PREV/NEXT by
          funcid. The parser transforms PREV/NEXT function calls
          into RPRNavExpr nodes in ParseFuncOrColumn().

        - EEOP_RPR_NAV_SET/RESTORE: two new opcodes that
          temporarily swap ecxt_outertuple to the target row
          during expression evaluation. The argument expression
          evaluates against the swapped slot, then the original
          slot is restored. This eliminates varno rewriting and
          naturally supports arbitrary offsets.

        - 2-argument form: PREV(value, offset) and
          NEXT(value, offset) are now supported. The offset
          defaults to 1 if omitted; offset=0 refers to the
          current row. The offset must be a run-time constant
          per the SQL standard.

        - nav_winobj: a dedicated WindowObject with its own
          tuplestore read pointer, separate from aggregate
          processing. A mark pointer pinned at position 0
          prevents tuplestore truncation so that PREV(expr, N)
          can reach any prior row. This is conservative -- it
          retains the entire partition -- but since the standard
          requires offsets to be run-time constants, we could
          advance the mark to (currentpos - max_offset) in a
          future optimization. I'd prefer to defer that until
          the basic navigation is stable.

        - Documentation and tests updated.


Changes from the experimental version of 0006:

- NULL/negative offset error rationale changed from "matching
  Oracle behavior" to the SQL standard (ISO/IEC 9075-2,
  Subclause 5.6.2: "There is an exception if the value of
  the offset is negative or null"). The behavior is the same;
  only the comment was corrected.

- RPRNavKind changed from -1/+1 values to plain enum values.
  The previous version used kind as an arithmetic multiplier
  (offset * kind), but this pattern cannot extend to FIRST/LAST
  which have different position semantics. The new version uses
  a switch statement with pg_sub/add_s64_overflow instead.

- Parser validation walkers consolidated from three separate
  walkers into a single NavCheckResult struct + nav_check_walker,
  reducing tree traversals from up to 4 per RPRNavExpr to 1-2.

- JIT changed from attempting to compile to explicit interpreter
  fallback. See item 2 below for the rationale.

- Additional test cases for subquery offset (caught by
  DEFINE-level restriction), first-arg subquery, and first-arg
  volatile function (allowed per standard).

I've reviewed and revised 0006 since the experimental version.
I think it is now ready to be included in the next version of
the patch set. It passes all existing regression tests (rpr,
rpr_base, rpr_explain, rpr_nfa) and adds comprehensive tests
for the new functionality.

Two items I'd like your opinion on:

1. 0005 (mark handling): The revised approach only suppresses
   mark advancement for SEEK_TAIL under RPR, unlike v45 0004
   which suppressed it for all seek types. Does narrowing to
   SEEK_TAIL seem reasonable to you, or do you see cases where
   other seek types could also be affected?

2. LLVM JIT fallback (in 0006): The mid-expression slot swap
   conflicts with how JIT caches tuple data pointers. The
   experimental version produced wrong results under
   jit_above_cost=0, and I have not found a clean fix within
   the current JIT framework. For now, DEFINE expressions
   containing PREV/NEXT fall back to the interpreter; other
   expressions in the same query are still JIT-compiled.
   I'd like to keep this as-is for now and look for a proper
   JIT solution over time. Does that sound reasonable?


Best regards,
Henson

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<div dir=3D"ltr"><div dir=3D"ltr">Hi Tatsuo,<br><br>Attached are 6 incremen=
tal patches on top of v46.<br><br>0001-0005 are small independent fixes. 00=
06 is the main<br>PREV/NEXT navigation redesign that was discussed as the<b=
r>&quot;experimental&quot; implementation in prior messages.<br><br>Here is=
 a summary of each patch:<br><br><br>=C2=A0 0001: Remove unused regex/regex=
.h include from nodeWindowAgg.c<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 The regex he=
ader was left over from an earlier implementation<br>=C2=A0 =C2=A0 =C2=A0 =
=C2=A0 that used the regex engine for pattern matching. The current<br>=C2=
=A0 =C2=A0 =C2=A0 =C2=A0 NFA engine in execRPR.c does not use it.<br><br><b=
r>=C2=A0 0002: Add CHECK_FOR_INTERRUPTS() to nfa_add_state_unique()<br>=C2=
=A0 =C2=A0 =C2=A0 =C2=A0 This function iterates through a linked list of NF=
A states<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 to check for duplicates. In state e=
xplosion scenarios<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 (complex patterns with al=
ternations and quantifiers), this<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 list can g=
row significantly. Without an interrupt check,<br>=C2=A0 =C2=A0 =C2=A0 =C2=
=A0 the loop is unresponsive to query cancellation.<br><br><br>=C2=A0 0003:=
 Add CHECK_FOR_INTERRUPTS() to nfa_try_absorb_context()<br>=C2=A0 =C2=A0 =
=C2=A0 =C2=A0 Similar to 0002. The absorption loop iterates through the<br>=
=C2=A0 =C2=A0 =C2=A0 =C2=A0 context chain, which can grow unbounded with st=
reaming<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 window patterns. Each iteration also=
 calls<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 nfa_states_covered() which has its ow=
n loop.<br><br><br>=C2=A0 0004: Fix in-place modification of defineClause T=
argetEntry<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 In set_upper_references(), the de=
fineClause TargetEntry<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 was modified in-place=
 by fix_upper_expr() without making<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 a copy f=
irst. This follows the same flatCopyTargetEntry()<br>=C2=A0 =C2=A0 =C2=A0 =
=C2=A0 pattern already used for the main targetlist in the same<br>=C2=A0 =
=C2=A0 =C2=A0 =C2=A0 function.<br><br><br>=C2=A0 0005: Fix mark handling fo=
r last_value() under RPR<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 This is a revised v=
ersion of the v45 0004 patch that you<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 commen=
ted on [1]. You pointed out that suppressing<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0=
 WinSetMarkPosition() entirely under RPR was too strong a<br>=C2=A0 =C2=A0 =
=C2=A0 =C2=A0 limitation, and we agreed to drop it and revisit together<br>=
=C2=A0 =C2=A0 =C2=A0 =C2=A0 with the experimental PREV/NEXT patch.<br><br>=
=C2=A0 =C2=A0 =C2=A0 =C2=A0 The RPR executor patch changed set_mark from tr=
ue to<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 false in window_last_value() to avoid =
mark advancement<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 problems under RPR. But thi=
s also penalizes non-RPR<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 queries by preventi=
ng tuplestore memory reclamation.<br><br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 The re=
vised approach: restore set_mark=3Dtrue (upstream<br>=C2=A0 =C2=A0 =C2=A0 =
=C2=A0 default), and add a targeted guard in<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0=
 WinGetFuncArgInFrame() that only suppresses mark<br>=C2=A0 =C2=A0 =C2=A0 =
=C2=A0 advancement for SEEK_TAIL under RPR -- not for all<br>=C2=A0 =C2=A0 =
=C2=A0 =C2=A0 seek types as in v45 0004. Only SEEK_TAIL needs<br>=C2=A0 =C2=
=A0 =C2=A0 =C2=A0 suppression because advancing the mark from the tail<br>=
=C2=A0 =C2=A0 =C2=A0 =C2=A0 could prevent revisiting earlier rows that stil=
l fall<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 within a future row&#39;s reduced fra=
me.<br><br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 [1] <a href=3D"https://www.postgresq=
l.org/message-id/20260321.140232.1947157589839395257.ishii%40postgresql.org=
">https://www.postgresql.org/message-id/20260321.140232.1947157589839395257=
.ishii%40postgresql.org</a><br><br><br>=C2=A0 0006: Implement 1-slot PREV/N=
EXT navigation for RPR<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 This is the main patc=
h. It redesigns PREV/NEXT navigation<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 from th=
e 3-slot model (outer/scan/inner with varno<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =
rewriting) to a 1-slot model using expression opcodes.<br><br>=C2=A0 =C2=A0=
 =C2=A0 =C2=A0 Key changes:<br><br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 - RPRNavExpr=
: a new expression node type that replaces<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =
=C2=A0 the previous approach of identifying PREV/NEXT by<br>=C2=A0 =C2=A0 =
=C2=A0 =C2=A0 =C2=A0 funcid. The parser transforms PREV/NEXT function calls=
<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 into RPRNavExpr nodes in ParseFuncOr=
Column().<br><br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 - EEOP_RPR_NAV_SET/RESTORE: tw=
o new opcodes that<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 temporarily swap e=
cxt_outertuple to the target row<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 duri=
ng expression evaluation. The argument expression<br>=C2=A0 =C2=A0 =C2=A0 =
=C2=A0 =C2=A0 evaluates against the swapped slot, then the original<br>=C2=
=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 slot is restored. This eliminates varno rew=
riting and<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 naturally supports arbitra=
ry offsets.<br><br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 - 2-argument form: PREV(valu=
e, offset) and<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 NEXT(value, offset) ar=
e now supported. The offset<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 defaults =
to 1 if omitted; offset=3D0 refers to the<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =
=C2=A0 current row. The offset must be a run-time constant<br>=C2=A0 =C2=A0=
 =C2=A0 =C2=A0 =C2=A0 per the SQL standard.<br><br>=C2=A0 =C2=A0 =C2=A0 =C2=
=A0 - nav_winobj: a dedicated WindowObject with its own<br>=C2=A0 =C2=A0 =
=C2=A0 =C2=A0 =C2=A0 tuplestore read pointer, separate from aggregate<br>=
=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 processing. A mark pointer pinned at pos=
ition 0<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 prevents tuplestore truncatio=
n so that PREV(expr, N)<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 can reach any=
 prior row. This is conservative -- it<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=
=A0 retains the entire partition -- but since the standard<br>=C2=A0 =C2=A0=
 =C2=A0 =C2=A0 =C2=A0 requires offsets to be run-time constants, we could<b=
r>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 advance the mark to (currentpos - max_=
offset) in a<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 future optimization. I&#=
39;d prefer to defer that until<br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 the b=
asic navigation is stable.<br><br>=C2=A0 =C2=A0 =C2=A0 =C2=A0 - Documentati=
on and tests updated.<br><br><br>Changes from the experimental version of 0=
006:<br><br>- NULL/negative offset error rationale changed from &quot;match=
ing<br>=C2=A0 Oracle behavior&quot; to the SQL standard (ISO/IEC 9075-2,<br=
>=C2=A0 Subclause 5.6.2: &quot;There is an exception if the value of<br>=C2=
=A0 the offset is negative or null&quot;). The behavior is the same;<br>=C2=
=A0 only the comment was corrected.<br><br>- RPRNavKind changed from -1/+1 =
values to plain enum values.<br>=C2=A0 The previous version used kind as an=
 arithmetic multiplier<br>=C2=A0 (offset * kind), but this pattern cannot e=
xtend to FIRST/LAST<br>=C2=A0 which have different position semantics. The =
new version uses<br>=C2=A0 a switch statement with pg_sub/add_s64_overflow =
instead.<br><br>- Parser validation walkers consolidated from three separat=
e<br>=C2=A0 walkers into a single NavCheckResult struct + nav_check_walker,=
<br>=C2=A0 reducing tree traversals from up to 4 per RPRNavExpr to 1-2.<br>=
<br>- JIT changed from attempting to compile to explicit interpreter<br>=C2=
=A0 fallback. See item 2 below for the rationale.<br><br>- Additional test =
cases for subquery offset (caught by<br>=C2=A0 DEFINE-level restriction), f=
irst-arg subquery, and first-arg<br>=C2=A0 volatile function (allowed per s=
tandard).<br><br>I&#39;ve reviewed and revised 0006 since the experimental =
version.<br>I think it is now ready to be included in the next version of<b=
r>the patch set. It passes all existing regression tests (rpr,<br>rpr_base,=
 rpr_explain, rpr_nfa) and adds comprehensive tests<br>for the new function=
ality.<br><br>Two items I&#39;d like your opinion on:<br><br>1. 0005 (mark =
handling): The revised approach only suppresses<br>=C2=A0 =C2=A0mark advanc=
ement for SEEK_TAIL under RPR, unlike v45 0004<br>=C2=A0 =C2=A0which suppre=
ssed it for all seek types. Does narrowing to<br>=C2=A0 =C2=A0SEEK_TAIL see=
m reasonable to you, or do you see cases where<br>=C2=A0 =C2=A0other seek t=
ypes could also be affected?<br><br>2. LLVM JIT fallback (in 0006): The mid=
-expression slot swap<br>=C2=A0 =C2=A0conflicts with how JIT caches tuple d=
ata pointers. The<br>=C2=A0 =C2=A0experimental version produced wrong resul=
ts under<br>=C2=A0 =C2=A0jit_above_cost=3D0, and I have not found a clean f=
ix within<br>=C2=A0 =C2=A0the current JIT framework. For now, DEFINE expres=
sions<br>=C2=A0 =C2=A0containing PREV/NEXT fall back to the interpreter; ot=
her<br>=C2=A0 =C2=A0expressions in the same query are still JIT-compiled.<b=
r>=C2=A0 =C2=A0I&#39;d like to keep this as-is for now and look for a prope=
r<br>=C2=A0 =C2=A0JIT solution over time. Does that sound reasonable?<br><b=
r><br>Best regards,<br>Henson</div></div>

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