Re: Row pattern recognition - Mailing list pgsql-hackers
| From | Tatsuo Ishii |
|---|---|
| Subject | Re: Row pattern recognition |
| Date | |
| Msg-id | 20231022.113920.289851862882439378.t-ishii@sranhm.sra.co.jp Whole thread Raw |
| In response to | Re: Row pattern recognition (Tatsuo Ishii <ishii@sraoss.co.jp>) |
| Responses |
Re: Row pattern recognition
|
| List | pgsql-hackers |
Attached is the v10 patch. This version enhances the performance of
pattern matching. Previously it generated all possible pattern string
candidates. This resulted in unnecessarily large number of
candidates. For example if you have 2 pattern variables and the target
frame includes 100 rows, the number of candidates can reach to 2^100
in the worst case. To avoid this, I do a pruning in the v10
patch. Suppose you have:
PATTERN (A B+ C+)
Candidates like "BAC" "CAB" cannot survive because they never satisfy
the search pattern. To judge this, I assign sequence numbers (0, 1, 2)
to (A B C). If the pattern generator tries to generate BA, this is
not allowed because the sequence number for B is 1 and for A is 0, and
0 < 1: B cannot be followed by A. Note that this technique can be
applied when the quantifiers are "+" or "*". Maybe other quantifiers
such as '?' or '{n, m}' can be applied too but I don't confirm yet
because I have not implemented them yet.
Besides this improvement, I fixed a bug in the previous and older
patches: when an expression in DEFINE uses text operators, it errors
out:
ERROR: could not determine which collation to use for string comparison
HINT: Use the COLLATE clause to set the collation explicitly.
This was fixed by adding assign_expr_collations() in
transformDefineClause().
Also I have updated documentation "3.5. Window Functions"
- It still mentioned about rpr(). It's not applied anymore.
- Enhance the description about DEFINE and PATTERN.
- Mention that quantifier '*' is supported.
Finally I have added more test cases to the regression test.
- same pattern variable appears twice
- case for quantifier '*'
Best reagards,
--
Tatsuo Ishii
SRA OSS LLC
English: http://www.sraoss.co.jp/index_en/
Japanese:http://www.sraoss.co.jp
From a8b41dd155a2d9ce969083fcfc53bbae3c28b263 Mon Sep 17 00:00:00 2001
From: Tatsuo Ishii <ishii@postgresql.org>
Date: Sun, 22 Oct 2023 11:22:10 +0900
Subject: [PATCH v10 1/7] Row pattern recognition patch for raw parser.
---
src/backend/parser/gram.y | 222 ++++++++++++++++++++++++++++++--
src/include/nodes/parsenodes.h | 56 ++++++++
src/include/parser/kwlist.h | 8 ++
src/include/parser/parse_node.h | 1 +
4 files changed, 273 insertions(+), 14 deletions(-)
diff --git a/src/backend/parser/gram.y b/src/backend/parser/gram.y
index c224df4ecc..e09eb061f8 100644
--- a/src/backend/parser/gram.y
+++ b/src/backend/parser/gram.y
@@ -251,6 +251,8 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
DefElem *defelt;
SortBy *sortby;
WindowDef *windef;
+ RPCommonSyntax *rpcom;
+ RPSubsetItem *rpsubset;
JoinExpr *jexpr;
IndexElem *ielem;
StatsElem *selem;
@@ -278,6 +280,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
MergeWhenClause *mergewhen;
struct KeyActions *keyactions;
struct KeyAction *keyaction;
+ RPSkipTo skipto;
}
%type <node> stmt toplevel_stmt schema_stmt routine_body_stmt
@@ -453,8 +456,12 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
TriggerTransitions TriggerReferencing
vacuum_relation_list opt_vacuum_relation_list
drop_option_list pub_obj_list
-
-%type <node> opt_routine_body
+ row_pattern_measure_list row_pattern_definition_list
+ opt_row_pattern_subset_clause
+ row_pattern_subset_list row_pattern_subset_rhs
+ row_pattern
+%type <rpsubset> row_pattern_subset_item
+%type <node> opt_routine_body row_pattern_term
%type <groupclause> group_clause
%type <list> group_by_list
%type <node> group_by_item empty_grouping_set rollup_clause cube_clause
@@ -551,6 +558,8 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
%type <range> relation_expr_opt_alias
%type <node> tablesample_clause opt_repeatable_clause
%type <target> target_el set_target insert_column_item
+ row_pattern_measure_item row_pattern_definition
+%type <skipto> first_or_last
%type <str> generic_option_name
%type <node> generic_option_arg
@@ -633,6 +642,9 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
%type <list> window_clause window_definition_list opt_partition_clause
%type <windef> window_definition over_clause window_specification
opt_frame_clause frame_extent frame_bound
+%type <rpcom> opt_row_pattern_common_syntax opt_row_pattern_skip_to
+%type <boolean> opt_row_pattern_initial_or_seek
+%type <list> opt_row_pattern_measures
%type <ival> opt_window_exclusion_clause
%type <str> opt_existing_window_name
%type <boolean> opt_if_not_exists
@@ -659,7 +671,6 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
json_object_constructor_null_clause_opt
json_array_constructor_null_clause_opt
-
/*
* Non-keyword token types. These are hard-wired into the "flex" lexer.
* They must be listed first so that their numeric codes do not depend on
@@ -702,7 +713,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
CURRENT_TIME CURRENT_TIMESTAMP CURRENT_USER CURSOR CYCLE
DATA_P DATABASE DAY_P DEALLOCATE DEC DECIMAL_P DECLARE DEFAULT DEFAULTS
- DEFERRABLE DEFERRED DEFINER DELETE_P DELIMITER DELIMITERS DEPENDS DEPTH DESC
+ DEFERRABLE DEFERRED DEFINE DEFINER DELETE_P DELIMITER DELIMITERS DEPENDS DEPTH DESC
DETACH DICTIONARY DISABLE_P DISCARD DISTINCT DO DOCUMENT_P DOMAIN_P
DOUBLE_P DROP
@@ -718,7 +729,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
HANDLER HAVING HEADER_P HOLD HOUR_P
IDENTITY_P IF_P ILIKE IMMEDIATE IMMUTABLE IMPLICIT_P IMPORT_P IN_P INCLUDE
- INCLUDING INCREMENT INDENT INDEX INDEXES INHERIT INHERITS INITIALLY INLINE_P
+ INCLUDING INCREMENT INDENT INDEX INDEXES INHERIT INHERITS INITIAL INITIALLY INLINE_P
INNER_P INOUT INPUT_P INSENSITIVE INSERT INSTEAD INT_P INTEGER
INTERSECT INTERVAL INTO INVOKER IS ISNULL ISOLATION
@@ -731,7 +742,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
LEADING LEAKPROOF LEAST LEFT LEVEL LIKE LIMIT LISTEN LOAD LOCAL
LOCALTIME LOCALTIMESTAMP LOCATION LOCK_P LOCKED LOGGED
- MAPPING MATCH MATCHED MATERIALIZED MAXVALUE MERGE METHOD
+ MAPPING MATCH MATCHED MATERIALIZED MAXVALUE MEASURES MERGE METHOD
MINUTE_P MINVALUE MODE MONTH_P MOVE
NAME_P NAMES NATIONAL NATURAL NCHAR NEW NEXT NFC NFD NFKC NFKD NO NONE
@@ -743,8 +754,8 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
ORDER ORDINALITY OTHERS OUT_P OUTER_P
OVER OVERLAPS OVERLAY OVERRIDING OWNED OWNER
- PARALLEL PARAMETER PARSER PARTIAL PARTITION PASSING PASSWORD
- PLACING PLANS POLICY
+ PARALLEL PARAMETER PARSER PARTIAL PARTITION PASSING PASSWORD PAST
+ PATTERN_P PERMUTE PLACING PLANS POLICY
POSITION PRECEDING PRECISION PRESERVE PREPARE PREPARED PRIMARY
PRIOR PRIVILEGES PROCEDURAL PROCEDURE PROCEDURES PROGRAM PUBLICATION
@@ -755,12 +766,13 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
RESET RESTART RESTRICT RETURN RETURNING RETURNS REVOKE RIGHT ROLE ROLLBACK ROLLUP
ROUTINE ROUTINES ROW ROWS RULE
- SAVEPOINT SCALAR SCHEMA SCHEMAS SCROLL SEARCH SECOND_P SECURITY SELECT
+ SAVEPOINT SCALAR SCHEMA SCHEMAS SCROLL SEARCH SECOND_P SECURITY SEEK SELECT
SEQUENCE SEQUENCES
+
SERIALIZABLE SERVER SESSION SESSION_USER SET SETS SETOF SHARE SHOW
SIMILAR SIMPLE SKIP SMALLINT SNAPSHOT SOME SQL_P STABLE STANDALONE_P
START STATEMENT STATISTICS STDIN STDOUT STORAGE STORED STRICT_P STRIP_P
- SUBSCRIPTION SUBSTRING SUPPORT SYMMETRIC SYSID SYSTEM_P SYSTEM_USER
+ SUBSCRIPTION SUBSET SUBSTRING SUPPORT SYMMETRIC SYSID SYSTEM_P SYSTEM_USER
TABLE TABLES TABLESAMPLE TABLESPACE TEMP TEMPLATE TEMPORARY TEXT_P THEN
TIES TIME TIMESTAMP TO TRAILING TRANSACTION TRANSFORM
@@ -853,6 +865,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
*/
%nonassoc UNBOUNDED /* ideally would have same precedence as IDENT */
%nonassoc IDENT PARTITION RANGE ROWS GROUPS PRECEDING FOLLOWING CUBE ROLLUP
+%nonassoc MEASURES AFTER INITIAL SEEK PATTERN_P
%left Op OPERATOR /* multi-character ops and user-defined operators */
%left '+' '-'
%left '*' '/' '%'
@@ -15901,7 +15914,8 @@ over_clause: OVER window_specification
;
window_specification: '(' opt_existing_window_name opt_partition_clause
- opt_sort_clause opt_frame_clause ')'
+ opt_sort_clause opt_row_pattern_measures opt_frame_clause
+ opt_row_pattern_common_syntax ')'
{
WindowDef *n = makeNode(WindowDef);
@@ -15909,10 +15923,12 @@ window_specification: '(' opt_existing_window_name opt_partition_clause
n->refname = $2;
n->partitionClause = $3;
n->orderClause = $4;
+ n->rowPatternMeasures = $5;
/* copy relevant fields of opt_frame_clause */
- n->frameOptions = $5->frameOptions;
- n->startOffset = $5->startOffset;
- n->endOffset = $5->endOffset;
+ n->frameOptions = $6->frameOptions;
+ n->startOffset = $6->startOffset;
+ n->endOffset = $6->endOffset;
+ n->rpCommonSyntax = $7;
n->location = @1;
$$ = n;
}
@@ -15936,6 +15952,31 @@ opt_partition_clause: PARTITION BY expr_list { $$ = $3; }
| /*EMPTY*/ { $$ = NIL; }
;
+/*
+ * ROW PATTERN_P MEASURES
+ */
+opt_row_pattern_measures: MEASURES row_pattern_measure_list { $$ = $2; }
+ | /*EMPTY*/ { $$ = NIL; }
+ ;
+
+row_pattern_measure_list:
+ row_pattern_measure_item
+ { $$ = list_make1($1); }
+ | row_pattern_measure_list ',' row_pattern_measure_item
+ { $$ = lappend($1, $3); }
+ ;
+
+row_pattern_measure_item:
+ a_expr AS ColLabel
+ {
+ $$ = makeNode(ResTarget);
+ $$->name = $3;
+ $$->indirection = NIL;
+ $$->val = (Node *) $1;
+ $$->location = @1;
+ }
+ ;
+
/*
* For frame clauses, we return a WindowDef, but only some fields are used:
* frameOptions, startOffset, and endOffset.
@@ -16095,6 +16136,143 @@ opt_window_exclusion_clause:
| /*EMPTY*/ { $$ = 0; }
;
+opt_row_pattern_common_syntax:
+opt_row_pattern_skip_to opt_row_pattern_initial_or_seek
+ PATTERN_P '(' row_pattern ')'
+ opt_row_pattern_subset_clause
+ DEFINE row_pattern_definition_list
+ {
+ RPCommonSyntax *n = makeNode(RPCommonSyntax);
+ n->rpSkipTo = $1->rpSkipTo;
+ n->rpSkipVariable = $1->rpSkipVariable;
+ n->initial = $2;
+ n->rpPatterns = $5;
+ n->rpSubsetClause = $7;
+ n->rpDefs = $9;
+ $$ = n;
+ }
+ | /*EMPTY*/ { $$ = NULL; }
+ ;
+
+opt_row_pattern_skip_to:
+ AFTER MATCH SKIP TO NEXT ROW
+ {
+ RPCommonSyntax *n = makeNode(RPCommonSyntax);
+ n->rpSkipTo = ST_NEXT_ROW;
+ n->rpSkipVariable = NULL;
+ $$ = n;
+ }
+ | AFTER MATCH SKIP PAST LAST_P ROW
+ {
+ RPCommonSyntax *n = makeNode(RPCommonSyntax);
+ n->rpSkipTo = ST_PAST_LAST_ROW;
+ n->rpSkipVariable = NULL;
+ $$ = n;
+ }
+ | AFTER MATCH SKIP TO first_or_last ColId
+ {
+ RPCommonSyntax *n = makeNode(RPCommonSyntax);
+ n->rpSkipTo = $5;
+ n->rpSkipVariable = $6;
+ $$ = n;
+ }
+/*
+ | AFTER MATCH SKIP TO LAST_P ColId %prec LAST_P
+ {
+ RPCommonSyntax *n = makeNode(RPCommonSyntax);
+ n->rpSkipTo = ST_LAST_VARIABLE;
+ n->rpSkipVariable = $6;
+ $$ = n;
+ }
+ | AFTER MATCH SKIP TO ColId
+ {
+ RPCommonSyntax *n = makeNode(RPCommonSyntax);
+ n->rpSkipTo = ST_VARIABLE;
+ n->rpSkipVariable = $5;
+ $$ = n;
+ }
+*/
+ | /*EMPTY*/
+ {
+ RPCommonSyntax *n = makeNode(RPCommonSyntax);
+ /* temporary set default to ST_NEXT_ROW */
+ n->rpSkipTo = ST_PAST_LAST_ROW;
+ n->rpSkipVariable = NULL;
+ $$ = n;
+ }
+ ;
+
+first_or_last:
+ FIRST_P { $$ = ST_FIRST_VARIABLE; }
+ | LAST_P { $$ = ST_LAST_VARIABLE; }
+ ;
+
+opt_row_pattern_initial_or_seek:
+ INITIAL { $$ = true; }
+ | SEEK
+ {
+ ereport(ERROR,
+ (errcode(ERRCODE_SYNTAX_ERROR),
+ errmsg("SEEK is not supported"),
+ errhint("Use INITIAL."),
+ parser_errposition(@1)));
+ }
+ | /*EMPTY*/ { $$ = true; }
+ ;
+
+row_pattern:
+ row_pattern_term { $$ = list_make1($1); }
+ | row_pattern row_pattern_term { $$ = lappend($1, $2); }
+ ;
+
+row_pattern_term:
+ ColId { $$ = (Node *) makeSimpleA_Expr(AEXPR_OP, "", (Node *)makeString($1), NULL, @1); }
+ | ColId '*' { $$ = (Node *) makeSimpleA_Expr(AEXPR_OP, "*", (Node *)makeString($1), NULL, @1); }
+ | ColId '+' { $$ = (Node *) makeSimpleA_Expr(AEXPR_OP, "+", (Node *)makeString($1), NULL, @1); }
+ | ColId '?' { $$ = (Node *) makeSimpleA_Expr(AEXPR_OP, "?", (Node *)makeString($1), NULL, @1); }
+ ;
+
+opt_row_pattern_subset_clause:
+ SUBSET row_pattern_subset_list { $$ = $2; }
+ | /*EMPTY*/ { $$ = NIL; }
+ ;
+
+row_pattern_subset_list:
+ row_pattern_subset_item { $$ = list_make1($1); }
+ | row_pattern_subset_list ',' row_pattern_subset_item { $$ = lappend($1, $3); }
+ | /*EMPTY*/ { $$ = NIL; }
+ ;
+
+row_pattern_subset_item: ColId '=' '(' row_pattern_subset_rhs ')'
+ {
+ RPSubsetItem *n = makeNode(RPSubsetItem);
+ n->name = $1;
+ n->rhsVariable = $4;
+ $$ = n;
+ }
+ ;
+
+row_pattern_subset_rhs:
+ ColId { $$ = list_make1(makeStringConst($1, @1)); }
+ | row_pattern_subset_rhs ',' ColId { $$ = lappend($1, makeStringConst($3, @1)); }
+ | /*EMPTY*/ { $$ = NIL; }
+ ;
+
+row_pattern_definition_list:
+ row_pattern_definition { $$ = list_make1($1); }
+ | row_pattern_definition_list ',' row_pattern_definition { $$ = lappend($1, $3); }
+ ;
+
+row_pattern_definition:
+ ColId AS a_expr
+ {
+ $$ = makeNode(ResTarget);
+ $$->name = $1;
+ $$->indirection = NIL;
+ $$->val = (Node *) $3;
+ $$->location = @1;
+ }
+ ;
/*
* Supporting nonterminals for expressions.
@@ -17190,6 +17368,7 @@ unreserved_keyword:
| INDEXES
| INHERIT
| INHERITS
+ | INITIAL
| INLINE_P
| INPUT_P
| INSENSITIVE
@@ -17217,6 +17396,7 @@ unreserved_keyword:
| MATCHED
| MATERIALIZED
| MAXVALUE
+ | MEASURES
| MERGE
| METHOD
| MINUTE_P
@@ -17259,6 +17439,9 @@ unreserved_keyword:
| PARTITION
| PASSING
| PASSWORD
+ | PAST
+ | PATTERN_P
+ | PERMUTE
| PLANS
| POLICY
| PRECEDING
@@ -17309,6 +17492,7 @@ unreserved_keyword:
| SEARCH
| SECOND_P
| SECURITY
+ | SEEK
| SEQUENCE
| SEQUENCES
| SERIALIZABLE
@@ -17334,6 +17518,7 @@ unreserved_keyword:
| STRICT_P
| STRIP_P
| SUBSCRIPTION
+ | SUBSET
| SUPPORT
| SYSID
| SYSTEM_P
@@ -17521,6 +17706,7 @@ reserved_keyword:
| CURRENT_USER
| DEFAULT
| DEFERRABLE
+ | DEFINE
| DESC
| DISTINCT
| DO
@@ -17683,6 +17869,7 @@ bare_label_keyword:
| DEFAULTS
| DEFERRABLE
| DEFERRED
+ | DEFINE
| DEFINER
| DELETE_P
| DELIMITER
@@ -17758,6 +17945,7 @@ bare_label_keyword:
| INDEXES
| INHERIT
| INHERITS
+ | INITIAL
| INITIALLY
| INLINE_P
| INNER_P
@@ -17807,6 +17995,7 @@ bare_label_keyword:
| MATCHED
| MATERIALIZED
| MAXVALUE
+ | MEASURES
| MERGE
| METHOD
| MINVALUE
@@ -17860,6 +18049,9 @@ bare_label_keyword:
| PARTITION
| PASSING
| PASSWORD
+ | PAST
+ | PATTERN_P
+ | PERMUTE
| PLACING
| PLANS
| POLICY
@@ -17916,6 +18108,7 @@ bare_label_keyword:
| SCROLL
| SEARCH
| SECURITY
+ | SEEK
| SELECT
| SEQUENCE
| SEQUENCES
@@ -17947,6 +18140,7 @@ bare_label_keyword:
| STRICT_P
| STRIP_P
| SUBSCRIPTION
+ | SUBSET
| SUBSTRING
| SUPPORT
| SYMMETRIC
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index f637937cd2..31b04d6919 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -547,6 +547,44 @@ typedef struct SortBy
int location; /* operator location, or -1 if none/unknown */
} SortBy;
+/*
+ * AFTER MATCH row pattern skip to types in row pattern common syntax
+ */
+typedef enum RPSkipTo
+{
+ ST_NONE, /* AFTER MATCH omitted */
+ ST_NEXT_ROW, /* SKIP TO NEXT ROW */
+ ST_PAST_LAST_ROW, /* SKIP TO PAST LAST ROW */
+ ST_FIRST_VARIABLE, /* SKIP TO FIRST variable name */
+ ST_LAST_VARIABLE, /* SKIP TO LAST variable name */
+ ST_VARIABLE /* SKIP TO variable name */
+} RPSkipTo;
+
+/*
+ * Row Pattern SUBSET clause item
+ */
+typedef struct RPSubsetItem
+{
+ NodeTag type;
+ char *name; /* Row Pattern SUBSET clause variable name */
+ List *rhsVariable; /* Row Pattern SUBSET rhs variables (list of char *string) */
+} RPSubsetItem;
+
+/*
+ * RowPatternCommonSyntax - raw representation of row pattern common syntax
+ *
+ */
+typedef struct RPCommonSyntax
+{
+ NodeTag type;
+ RPSkipTo rpSkipTo; /* Row Pattern AFTER MATCH SKIP type */
+ char *rpSkipVariable; /* Row Pattern Skip To variable name, if any */
+ bool initial; /* true if <row pattern initial or seek> is initial */
+ List *rpPatterns; /* PATTERN variables (list of A_Expr) */
+ List *rpSubsetClause; /* row pattern subset clause (list of RPSubsetItem), if any */
+ List *rpDefs; /* row pattern definitions clause (list of ResTarget) */
+} RPCommonSyntax;
+
/*
* WindowDef - raw representation of WINDOW and OVER clauses
*
@@ -562,6 +600,8 @@ typedef struct WindowDef
char *refname; /* referenced window name, if any */
List *partitionClause; /* PARTITION BY expression list */
List *orderClause; /* ORDER BY (list of SortBy) */
+ List *rowPatternMeasures; /* row pattern measures (list of ResTarget) */
+ RPCommonSyntax *rpCommonSyntax; /* row pattern common syntax */
int frameOptions; /* frame_clause options, see below */
Node *startOffset; /* expression for starting bound, if any */
Node *endOffset; /* expression for ending bound, if any */
@@ -1483,6 +1523,11 @@ typedef struct GroupingSet
* the orderClause might or might not be copied (see copiedOrder); the framing
* options are never copied, per spec.
*
+ * "defineClause" is Row Pattern Recognition DEFINE clause (list of
+ * TargetEntry). TargetEntry.resname represents row pattern definition
+ * variable name. "patternVariable" and "patternRegexp" represents PATTERN
+ * clause.
+ *
* The information relevant for the query jumbling is the partition clause
* type and its bounds.
*/
@@ -1514,6 +1559,17 @@ typedef struct WindowClause
Index winref; /* ID referenced by window functions */
/* did we copy orderClause from refname? */
bool copiedOrder pg_node_attr(query_jumble_ignore);
+ /* Row Pattern AFTER MACH SKIP clause */
+ RPSkipTo rpSkipTo; /* Row Pattern Skip To type */
+ bool initial; /* true if <row pattern initial or seek> is initial */
+ /* Row Pattern DEFINE clause (list of TargetEntry) */
+ List *defineClause;
+ /* Row Pattern DEFINE variable initial names (list of String) */
+ List *defineInitial;
+ /* Row Pattern PATTERN variable name (list of String) */
+ List *patternVariable;
+ /* Row Pattern PATTERN regular expression quantifier ('+' or ''. list of String) */
+ List *patternRegexp;
} WindowClause;
/*
diff --git a/src/include/parser/kwlist.h b/src/include/parser/kwlist.h
index 5984dcfa4b..2804333b53 100644
--- a/src/include/parser/kwlist.h
+++ b/src/include/parser/kwlist.h
@@ -128,6 +128,7 @@ PG_KEYWORD("default", DEFAULT, RESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("defaults", DEFAULTS, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("deferrable", DEFERRABLE, RESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("deferred", DEFERRED, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("define", DEFINE, RESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("definer", DEFINER, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("delete", DELETE_P, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("delimiter", DELIMITER, UNRESERVED_KEYWORD, BARE_LABEL)
@@ -212,6 +213,7 @@ PG_KEYWORD("index", INDEX, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("indexes", INDEXES, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("inherit", INHERIT, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("inherits", INHERITS, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("initial", INITIAL, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("initially", INITIALLY, RESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("inline", INLINE_P, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("inner", INNER_P, TYPE_FUNC_NAME_KEYWORD, BARE_LABEL)
@@ -265,6 +267,7 @@ PG_KEYWORD("match", MATCH, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("matched", MATCHED, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("materialized", MATERIALIZED, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("maxvalue", MAXVALUE, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("measures", MEASURES, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("merge", MERGE, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("method", METHOD, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("minute", MINUTE_P, UNRESERVED_KEYWORD, AS_LABEL)
@@ -326,6 +329,9 @@ PG_KEYWORD("partial", PARTIAL, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("partition", PARTITION, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("passing", PASSING, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("password", PASSWORD, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("past", PAST, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("pattern", PATTERN_P, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("permute", PERMUTE, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("placing", PLACING, RESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("plans", PLANS, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("policy", POLICY, UNRESERVED_KEYWORD, BARE_LABEL)
@@ -385,6 +391,7 @@ PG_KEYWORD("scroll", SCROLL, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("search", SEARCH, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("second", SECOND_P, UNRESERVED_KEYWORD, AS_LABEL)
PG_KEYWORD("security", SECURITY, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("seek", SEEK, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("select", SELECT, RESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("sequence", SEQUENCE, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("sequences", SEQUENCES, UNRESERVED_KEYWORD, BARE_LABEL)
@@ -416,6 +423,7 @@ PG_KEYWORD("stored", STORED, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("strict", STRICT_P, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("strip", STRIP_P, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("subscription", SUBSCRIPTION, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("subset", SUBSET, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("substring", SUBSTRING, COL_NAME_KEYWORD, BARE_LABEL)
PG_KEYWORD("support", SUPPORT, UNRESERVED_KEYWORD, BARE_LABEL)
PG_KEYWORD("symmetric", SYMMETRIC, RESERVED_KEYWORD, BARE_LABEL)
diff --git a/src/include/parser/parse_node.h b/src/include/parser/parse_node.h
index f589112d5e..6640090910 100644
--- a/src/include/parser/parse_node.h
+++ b/src/include/parser/parse_node.h
@@ -51,6 +51,7 @@ typedef enum ParseExprKind
EXPR_KIND_WINDOW_FRAME_RANGE, /* window frame clause with RANGE */
EXPR_KIND_WINDOW_FRAME_ROWS, /* window frame clause with ROWS */
EXPR_KIND_WINDOW_FRAME_GROUPS, /* window frame clause with GROUPS */
+ EXPR_KIND_RPR_DEFINE, /* DEFINE */
EXPR_KIND_SELECT_TARGET, /* SELECT target list item */
EXPR_KIND_INSERT_TARGET, /* INSERT target list item */
EXPR_KIND_UPDATE_SOURCE, /* UPDATE assignment source item */
--
2.25.1
From f26c92ab7cd84b1b882f6d446a7c110918730921 Mon Sep 17 00:00:00 2001
From: Tatsuo Ishii <ishii@postgresql.org>
Date: Sun, 22 Oct 2023 11:22:11 +0900
Subject: [PATCH v10 2/7] Row pattern recognition patch (parse/analysis).
---
src/backend/parser/parse_agg.c | 7 +
src/backend/parser/parse_clause.c | 299 +++++++++++++++++++++++++++++-
src/backend/parser/parse_expr.c | 4 +
src/backend/parser/parse_func.c | 3 +
4 files changed, 312 insertions(+), 1 deletion(-)
diff --git a/src/backend/parser/parse_agg.c b/src/backend/parser/parse_agg.c
index 85cd47b7ae..aa7a1cee80 100644
--- a/src/backend/parser/parse_agg.c
+++ b/src/backend/parser/parse_agg.c
@@ -564,6 +564,10 @@ check_agglevels_and_constraints(ParseState *pstate, Node *expr)
errkind = true;
break;
+ case EXPR_KIND_RPR_DEFINE:
+ errkind = true;
+ break;
+
/*
* There is intentionally no default: case here, so that the
* compiler will warn if we add a new ParseExprKind without
@@ -953,6 +957,9 @@ transformWindowFuncCall(ParseState *pstate, WindowFunc *wfunc,
case EXPR_KIND_CYCLE_MARK:
errkind = true;
break;
+ case EXPR_KIND_RPR_DEFINE:
+ errkind = true;
+ break;
/*
* There is intentionally no default: case here, so that the
diff --git a/src/backend/parser/parse_clause.c b/src/backend/parser/parse_clause.c
index 334b9b42bd..9c347216f7 100644
--- a/src/backend/parser/parse_clause.c
+++ b/src/backend/parser/parse_clause.c
@@ -100,7 +100,10 @@ static WindowClause *findWindowClause(List *wclist, const char *name);
static Node *transformFrameOffset(ParseState *pstate, int frameOptions,
Oid rangeopfamily, Oid rangeopcintype, Oid *inRangeFunc,
Node *clause);
-
+static void transformRPR(ParseState *pstate, WindowClause *wc, WindowDef *windef, List **targetlist);
+static List *transformDefineClause(ParseState *pstate, WindowClause *wc, WindowDef *windef, List **targetlist);
+static void transformPatternClause(ParseState *pstate, WindowClause *wc, WindowDef *windef);
+static List *transformMeasureClause(ParseState *pstate, WindowClause *wc, WindowDef *windef);
/*
* transformFromClause -
@@ -2950,6 +2953,10 @@ transformWindowDefinitions(ParseState *pstate,
rangeopfamily, rangeopcintype,
&wc->endInRangeFunc,
windef->endOffset);
+
+ /* Process Row Pattern Recognition related clauses */
+ transformRPR(pstate, wc, windef, targetlist);
+
wc->runCondition = NIL;
wc->winref = winref;
@@ -3815,3 +3822,293 @@ transformFrameOffset(ParseState *pstate, int frameOptions,
return node;
}
+
+/*
+ * transformRPR
+ * Process Row Pattern Recognition related clauses
+ */
+static void
+transformRPR(ParseState *pstate, WindowClause *wc, WindowDef *windef, List **targetlist)
+{
+ /*
+ * Window definition exists?
+ */
+ if (windef == NULL)
+ return;
+
+ /*
+ * Row Pattern Common Syntax clause exists?
+ */
+ if (windef->rpCommonSyntax == NULL)
+ return;
+
+ /* Check Frame option. Frame must start at current row */
+ if ((wc->frameOptions & FRAMEOPTION_START_CURRENT_ROW) == 0)
+ ereport(ERROR,
+ (errcode(ERRCODE_SYNTAX_ERROR),
+ errmsg("FRAME must start at current row when row patttern recognition is used")));
+
+ /* Transform AFTER MACH SKIP TO clause */
+ wc->rpSkipTo = windef->rpCommonSyntax->rpSkipTo;
+
+ /* Transform SEEK or INITIAL clause */
+ wc->initial = windef->rpCommonSyntax->initial;
+
+ /* Transform DEFINE clause into list of TargetEntry's */
+ wc->defineClause = transformDefineClause(pstate, wc, windef, targetlist);
+
+ /* Check PATTERN clause and copy to patternClause */
+ transformPatternClause(pstate, wc, windef);
+
+ /* Transform MEASURE clause */
+ transformMeasureClause(pstate, wc, windef);
+}
+
+/*
+ * transformDefineClause Process DEFINE clause and transform ResTarget into
+ * list of TargetEntry.
+ *
+ * XXX we only support column reference in row pattern definition search
+ * condition, e.g. "price". <row pattern definition variable name>.<column
+ * reference> is not supported, e.g. "A.price".
+ */
+static List *
+transformDefineClause(ParseState *pstate, WindowClause *wc, WindowDef *windef, List **targetlist)
+{
+ /* DEFINE variable name initials */
+ static char *defineVariableInitials = "abcdefghijklmnopqrstuvwxyz";
+
+ ListCell *lc, *l;
+ ResTarget *restarget, *r;
+ List *restargets;
+ List *defineClause;
+ char *name;
+ int initialLen;
+ int i;
+
+ /*
+ * If Row Definition Common Syntax exists, DEFINE clause must exist.
+ * (the raw parser should have already checked it.)
+ */
+ Assert(windef->rpCommonSyntax->rpDefs != NULL);
+
+ /*
+ * Check and add "A AS A IS TRUE" if pattern variable is missing in DEFINE
+ * per the SQL standard.
+ */
+ restargets = NIL;
+ foreach(lc, windef->rpCommonSyntax->rpPatterns)
+ {
+ A_Expr *a;
+ bool found = false;
+
+ if (!IsA(lfirst(lc), A_Expr))
+ ereport(ERROR,
+ errmsg("node type is not A_Expr"));
+
+ a = (A_Expr *)lfirst(lc);
+ name = strVal(a->lexpr);
+
+ foreach(l, windef->rpCommonSyntax->rpDefs)
+ {
+ restarget = (ResTarget *)lfirst(l);
+
+ if (!strcmp(restarget->name, name))
+ {
+ found = true;
+ break;
+ }
+ }
+
+ if (!found)
+ {
+ /*
+ * "name" is missing. So create "name AS name IS TRUE" ResTarget
+ * node and add it to the temporary list.
+ */
+ A_Const *n;
+
+ restarget = makeNode(ResTarget);
+ n = makeNode(A_Const);
+ n->val.boolval.type = T_Boolean;
+ n->val.boolval.boolval = true;
+ n->location = -1;
+ restarget->name = pstrdup(name);
+ restarget->indirection = NIL;
+ restarget->val = (Node *)n;
+ restarget->location = -1;
+ restargets = lappend((List *)restargets, restarget);
+ }
+ }
+
+ if (list_length(restargets) >= 1)
+ {
+ /* add missing DEFINEs */
+ windef->rpCommonSyntax->rpDefs = list_concat(windef->rpCommonSyntax->rpDefs,
+ restargets);
+ list_free(restargets);
+ }
+
+ /*
+ * Check for duplicate row pattern definition variables. The standard
+ * requires that no two row pattern definition variable names shall be
+ * equivalent.
+ */
+ restargets = NIL;
+ foreach(lc, windef->rpCommonSyntax->rpDefs)
+ {
+ restarget = (ResTarget *)lfirst(lc);
+ name = restarget->name;
+
+ /*
+ * Add DEFINE expression (Restarget->val) to the targetlist as a
+ * TargetEntry if it does not exist yet. Planner will add the column
+ * ref var node to the outer plan's target list later on. This makes
+ * DEFINE expression could access the outer tuple while evaluating
+ * PATTERN.
+ *
+ * XXX: adding whole expressions of DEFINE to the plan.targetlist is
+ * not so good, because it's not necessary to evalute the expression
+ * in the target list while running the plan. We should extract the
+ * var nodes only then add them to the plan.targetlist.
+ */
+ findTargetlistEntrySQL99(pstate, (Node *)restarget->val, targetlist, EXPR_KIND_RPR_DEFINE);
+
+ /*
+ * Make sure that the row pattern definition search condition is a
+ * boolean expression.
+ */
+ transformWhereClause(pstate, restarget->val,
+ EXPR_KIND_RPR_DEFINE, "DEFINE");
+
+ foreach(l, restargets)
+ {
+ char *n;
+
+ r = (ResTarget *) lfirst(l);
+ n = r->name;
+
+ if (!strcmp(n, name))
+ ereport(ERROR,
+ (errcode(ERRCODE_SYNTAX_ERROR),
+ errmsg("row pattern definition variable name \"%s\" appears more than once in DEFINE
clause",
+ name),
+ parser_errposition(pstate, exprLocation((Node *)r))));
+ }
+ restargets = lappend(restargets, restarget);
+ }
+ list_free(restargets);
+
+ /*
+ * Create list of row pattern DEFINE variable name's initial.
+ * We assign [a-z] to them (up to 26 variable names are allowed).
+ */
+ restargets = NIL;
+ i = 0;
+ initialLen = strlen(defineVariableInitials);
+
+ foreach(lc, windef->rpCommonSyntax->rpDefs)
+ {
+ char initial[2];
+
+ restarget = (ResTarget *)lfirst(lc);
+ name = restarget->name;
+
+ if (i >= initialLen)
+ {
+ ereport(ERROR,
+ (errcode(ERRCODE_SYNTAX_ERROR),
+ errmsg("number of row pattern definition variable names exceeds %d", initialLen),
+ parser_errposition(pstate, exprLocation((Node *)restarget))));
+ }
+ initial[0] = defineVariableInitials[i++];
+ initial[1] = '\0';
+ wc->defineInitial = lappend(wc->defineInitial, makeString(pstrdup(initial)));
+ }
+
+ defineClause = transformTargetList(pstate, windef->rpCommonSyntax->rpDefs,
+ EXPR_KIND_RPR_DEFINE);
+
+ /* mark all nodes in the DEFINE clause tree with collation information */
+ assign_expr_collations(pstate, (Node *)defineClause);
+
+ return defineClause;
+}
+
+/*
+ * transformPatternClause
+ * Process PATTERN clause and return PATTERN clause in the raw parse tree
+ */
+static void
+transformPatternClause(ParseState *pstate, WindowClause *wc, WindowDef *windef)
+{
+ ListCell *lc, *l;
+
+ /*
+ * Row Pattern Common Syntax clause exists?
+ */
+ if (windef->rpCommonSyntax == NULL)
+ return;
+
+ /*
+ * Primary row pattern variable names in PATTERN clause must appear in
+ * DEFINE clause as row pattern definition variable names.
+ */
+ wc->patternVariable = NIL;
+ wc->patternRegexp = NIL;
+ foreach(lc, windef->rpCommonSyntax->rpPatterns)
+ {
+ A_Expr *a;
+ char *name;
+ char *regexp;
+ bool found = false;
+
+ if (!IsA(lfirst(lc), A_Expr))
+ ereport(ERROR,
+ errmsg("node type is not A_Expr"));
+
+ a = (A_Expr *)lfirst(lc);
+ name = strVal(a->lexpr);
+
+ foreach(l, windef->rpCommonSyntax->rpDefs)
+ {
+ ResTarget *restarget = (ResTarget *)lfirst(l);
+
+ if (!strcmp(restarget->name, name))
+ {
+ found = true;
+ break;
+ }
+ }
+
+ if (!found)
+ {
+ ereport(ERROR,
+ (errcode(ERRCODE_SYNTAX_ERROR),
+ errmsg("primary row pattern variable name \"%s\" does not appear in DEFINE clause",
+ name),
+ parser_errposition(pstate, exprLocation((Node *)a))));
+ }
+ wc->patternVariable = lappend(wc->patternVariable, makeString(pstrdup(name)));
+ regexp = strVal(lfirst(list_head(a->name)));
+ wc->patternRegexp = lappend(wc->patternRegexp, makeString(pstrdup(regexp)));
+ }
+}
+
+/*
+ * transformMeasureClause
+ * Process MEASURE clause
+ * XXX MEASURE clause is not supported yet
+ */
+static List *
+transformMeasureClause(ParseState *pstate, WindowClause *wc, WindowDef *windef)
+{
+ if (windef->rowPatternMeasures == NIL)
+ return NIL;
+
+ ereport(ERROR,
+ (errcode(ERRCODE_SYNTAX_ERROR),
+ errmsg("%s","MEASURE clause is not supported yet"),
+ parser_errposition(pstate, exprLocation((Node *)windef->rowPatternMeasures))));
+ return NIL;
+}
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 64c582c344..18b58ac263 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -557,6 +557,7 @@ transformColumnRef(ParseState *pstate, ColumnRef *cref)
case EXPR_KIND_COPY_WHERE:
case EXPR_KIND_GENERATED_COLUMN:
case EXPR_KIND_CYCLE_MARK:
+ case EXPR_KIND_RPR_DEFINE:
/* okay */
break;
@@ -1770,6 +1771,7 @@ transformSubLink(ParseState *pstate, SubLink *sublink)
case EXPR_KIND_VALUES:
case EXPR_KIND_VALUES_SINGLE:
case EXPR_KIND_CYCLE_MARK:
+ case EXPR_KIND_RPR_DEFINE:
/* okay */
break;
case EXPR_KIND_CHECK_CONSTRAINT:
@@ -3149,6 +3151,8 @@ ParseExprKindName(ParseExprKind exprKind)
return "GENERATED AS";
case EXPR_KIND_CYCLE_MARK:
return "CYCLE";
+ case EXPR_KIND_RPR_DEFINE:
+ return "DEFINE";
/*
* There is intentionally no default: case here, so that the
diff --git a/src/backend/parser/parse_func.c b/src/backend/parser/parse_func.c
index b3f0b6a137..2ff3699538 100644
--- a/src/backend/parser/parse_func.c
+++ b/src/backend/parser/parse_func.c
@@ -2656,6 +2656,9 @@ check_srf_call_placement(ParseState *pstate, Node *last_srf, int location)
case EXPR_KIND_CYCLE_MARK:
errkind = true;
break;
+ case EXPR_KIND_RPR_DEFINE:
+ errkind = true;
+ break;
/*
* There is intentionally no default: case here, so that the
--
2.25.1
From 51e8bf81d627abb9b572485f5dc95249f90f918d Mon Sep 17 00:00:00 2001
From: Tatsuo Ishii <ishii@postgresql.org>
Date: Sun, 22 Oct 2023 11:22:11 +0900
Subject: [PATCH v10 3/7] Row pattern recognition patch (planner).
---
src/backend/optimizer/plan/createplan.c | 23 ++++++++++++++++++-----
src/backend/optimizer/plan/setrefs.c | 23 +++++++++++++++++++++++
src/include/nodes/plannodes.h | 15 +++++++++++++++
3 files changed, 56 insertions(+), 5 deletions(-)
diff --git a/src/backend/optimizer/plan/createplan.c b/src/backend/optimizer/plan/createplan.c
index 34ca6d4ac2..469fcd156b 100644
--- a/src/backend/optimizer/plan/createplan.c
+++ b/src/backend/optimizer/plan/createplan.c
@@ -286,9 +286,10 @@ static WindowAgg *make_windowagg(List *tlist, Index winref,
int ordNumCols, AttrNumber *ordColIdx, Oid *ordOperators, Oid *ordCollations,
int frameOptions, Node *startOffset, Node *endOffset,
Oid startInRangeFunc, Oid endInRangeFunc,
- Oid inRangeColl, bool inRangeAsc, bool inRangeNullsFirst,
- List *runCondition, List *qual, bool topWindow,
- Plan *lefttree);
+ Oid inRangeColl, bool inRangeAsc, bool inRangeNullsFirst, List *runCondition,
+ RPSkipTo rpSkipTo, List *patternVariable, List *patternRegexp, List *defineClause,
+ List *defineInitial,
+ List *qual, bool topWindow, Plan *lefttree);
static Group *make_group(List *tlist, List *qual, int numGroupCols,
AttrNumber *grpColIdx, Oid *grpOperators, Oid *grpCollations,
Plan *lefttree);
@@ -2698,6 +2699,11 @@ create_windowagg_plan(PlannerInfo *root, WindowAggPath *best_path)
wc->inRangeAsc,
wc->inRangeNullsFirst,
wc->runCondition,
+ wc->rpSkipTo,
+ wc->patternVariable,
+ wc->patternRegexp,
+ wc->defineClause,
+ wc->defineInitial,
best_path->qual,
best_path->topwindow,
subplan);
@@ -6601,8 +6607,10 @@ make_windowagg(List *tlist, Index winref,
int ordNumCols, AttrNumber *ordColIdx, Oid *ordOperators, Oid *ordCollations,
int frameOptions, Node *startOffset, Node *endOffset,
Oid startInRangeFunc, Oid endInRangeFunc,
- Oid inRangeColl, bool inRangeAsc, bool inRangeNullsFirst,
- List *runCondition, List *qual, bool topWindow, Plan *lefttree)
+ Oid inRangeColl, bool inRangeAsc, bool inRangeNullsFirst, List *runCondition,
+ RPSkipTo rpSkipTo, List *patternVariable, List *patternRegexp, List *defineClause,
+ List *defineInitial,
+ List *qual, bool topWindow, Plan *lefttree)
{
WindowAgg *node = makeNode(WindowAgg);
Plan *plan = &node->plan;
@@ -6628,6 +6636,11 @@ make_windowagg(List *tlist, Index winref,
node->inRangeAsc = inRangeAsc;
node->inRangeNullsFirst = inRangeNullsFirst;
node->topWindow = topWindow;
+ node->rpSkipTo = rpSkipTo,
+ node->patternVariable = patternVariable;
+ node->patternRegexp = patternRegexp;
+ node->defineClause = defineClause;
+ node->defineInitial = defineInitial;
plan->targetlist = tlist;
plan->lefttree = lefttree;
diff --git a/src/backend/optimizer/plan/setrefs.c b/src/backend/optimizer/plan/setrefs.c
index 7962200885..20ce399763 100644
--- a/src/backend/optimizer/plan/setrefs.c
+++ b/src/backend/optimizer/plan/setrefs.c
@@ -2456,6 +2456,29 @@ set_upper_references(PlannerInfo *root, Plan *plan, int rtoffset)
NRM_EQUAL,
NUM_EXEC_QUAL(plan));
+ /*
+ * Modifies an expression tree in each DEFINE clause so that all Var
+ * nodes reference outputs of a subplan.
+ */
+ if (IsA(plan, WindowAgg))
+ {
+ WindowAgg *wplan = (WindowAgg *) plan;
+
+ foreach(l, wplan->defineClause)
+ {
+ TargetEntry *tle = (TargetEntry *) lfirst(l);
+
+ tle->expr = (Expr *)
+ fix_upper_expr(root,
+ (Node *) tle->expr,
+ subplan_itlist,
+ OUTER_VAR,
+ rtoffset,
+ NRM_EQUAL,
+ NUM_EXEC_QUAL(plan));
+ }
+ }
+
pfree(subplan_itlist);
}
diff --git a/src/include/nodes/plannodes.h b/src/include/nodes/plannodes.h
index 8cafbf3f8a..e48b59517d 100644
--- a/src/include/nodes/plannodes.h
+++ b/src/include/nodes/plannodes.h
@@ -1096,6 +1096,21 @@ typedef struct WindowAgg
/* nulls sort first for in_range tests? */
bool inRangeNullsFirst;
+ /* Row Pattern Recognition AFTER MACH SKIP clause */
+ RPSkipTo rpSkipTo; /* Row Pattern Skip To type */
+
+ /* Row Pattern PATTERN variable name (list of String) */
+ List *patternVariable;
+
+ /* Row Pattern RPATTERN regular expression quantifier ('+' or ''. list of String) */
+ List *patternRegexp;
+
+ /* Row Pattern DEFINE clause (list of TargetEntry) */
+ List *defineClause;
+
+ /* Row Pattern DEFINE variable initial names (list of String) */
+ List *defineInitial;
+
/*
* false for all apart from the WindowAgg that's closest to the root of
* the plan
--
2.25.1
From c59a39f3221001336ae24c8eb47de3a1972cbad4 Mon Sep 17 00:00:00 2001
From: Tatsuo Ishii <ishii@postgresql.org>
Date: Sun, 22 Oct 2023 11:22:11 +0900
Subject: [PATCH v10 4/7] Row pattern recognition patch (executor).
---
src/backend/executor/nodeWindowAgg.c | 1363 +++++++++++++++++++++++++-
src/backend/utils/adt/windowfuncs.c | 37 +-
src/include/catalog/pg_proc.dat | 6 +
src/include/nodes/execnodes.h | 26 +
4 files changed, 1419 insertions(+), 13 deletions(-)
diff --git a/src/backend/executor/nodeWindowAgg.c b/src/backend/executor/nodeWindowAgg.c
index 77724a6daa..2e1baef7ea 100644
--- a/src/backend/executor/nodeWindowAgg.c
+++ b/src/backend/executor/nodeWindowAgg.c
@@ -36,6 +36,7 @@
#include "access/htup_details.h"
#include "catalog/objectaccess.h"
#include "catalog/pg_aggregate.h"
+#include "catalog/pg_collation_d.h"
#include "catalog/pg_proc.h"
#include "executor/executor.h"
#include "executor/nodeWindowAgg.h"
@@ -48,6 +49,7 @@
#include "utils/acl.h"
#include "utils/builtins.h"
#include "utils/datum.h"
+#include "utils/fmgroids.h"
#include "utils/expandeddatum.h"
#include "utils/lsyscache.h"
#include "utils/memutils.h"
@@ -159,6 +161,40 @@ typedef struct WindowStatePerAggData
bool restart; /* need to restart this agg in this cycle? */
} WindowStatePerAggData;
+/*
+ * Set of StringInfo. Used in RPR.
+ */
+typedef struct StringSet {
+ StringInfo *str_set;
+ Size set_size; /* current array allocation size in number of items */
+ int set_index; /* current used size */
+} StringSet;
+
+/*
+ * Allowed subsequent PATTERN variables positions.
+ * Used in RPR.
+ *
+ * pos represents the pattern variable defined order in DEFINE caluase. For
+ * example. "DEFINE START..., UP..., DOWN ..." and "PATTERN START UP DOWN UP"
+ * will create:
+ * VariablePos[0].pos[0] = 0; START
+ * VariablePos[1].pos[0] = 1; UP
+ * VariablePos[1].pos[1] = 3; UP
+ * VariablePos[2].pos[0] = 2; DOWN
+ *
+ * Note that UP has two pos because UP appears in PATTERN twice.
+ *
+ * By using this strucrture, we can know which pattern variable can be followed
+ * by which pattern variable(s). For example, START can be followed by UP and
+ * DOWN since START's pos is 0, and UP's pos is 1 or 3, DOWN's pos is 2.
+ * DOWN can be followed by UP since UP's pos is either 1 or 3.
+ *
+ */
+#define NUM_ALPHABETS 26 /* we allow [a-z] variable initials */
+typedef struct VariablePos {
+ int pos[NUM_ALPHABETS]; /* postion(s) in PATTERN */
+} VariablePos;
+
static void initialize_windowaggregate(WindowAggState *winstate,
WindowStatePerFunc perfuncstate,
WindowStatePerAgg peraggstate);
@@ -182,8 +218,9 @@ static void begin_partition(WindowAggState *winstate);
static void spool_tuples(WindowAggState *winstate, int64 pos);
static void release_partition(WindowAggState *winstate);
-static int row_is_in_frame(WindowAggState *winstate, int64 pos,
+static int row_is_in_frame(WindowAggState *winstate, int64 pos,
TupleTableSlot *slot);
+
static void update_frameheadpos(WindowAggState *winstate);
static void update_frametailpos(WindowAggState *winstate);
static void update_grouptailpos(WindowAggState *winstate);
@@ -195,9 +232,43 @@ static Datum GetAggInitVal(Datum textInitVal, Oid transtype);
static bool are_peers(WindowAggState *winstate, TupleTableSlot *slot1,
TupleTableSlot *slot2);
-static bool window_gettupleslot(WindowObject winobj, int64 pos,
- TupleTableSlot *slot);
+static int WinGetSlotInFrame(WindowObject winobj, TupleTableSlot *slot,
+ int relpos, int seektype, bool set_mark,
+ bool *isnull, bool *isout);
+static bool window_gettupleslot(WindowObject winobj, int64 pos, TupleTableSlot *slot);
+
+static void attno_map(Node *node);
+static bool attno_map_walker(Node *node, void *context);
+static int row_is_in_reduced_frame(WindowObject winobj, int64 pos);
+static bool rpr_is_defined(WindowAggState *winstate);
+
+static void create_reduced_frame_map(WindowAggState *winstate);
+static int get_reduced_frame_map(WindowAggState *winstate, int64 pos);
+static void register_reduced_frame_map(WindowAggState *winstate, int64 pos, int val);
+static void clear_reduced_frame_map(WindowAggState *winstate);
+static void update_reduced_frame(WindowObject winobj, int64 pos);
+
+static int64 evaluate_pattern(WindowObject winobj, int64 current_pos,
+ char *vname, StringInfo encoded_str, bool *result);
+
+static bool get_slots(WindowObject winobj, int64 current_pos);
+
+//static int search_str_set(char *pattern, StringSet *str_set, int *initial_orders);
+static int search_str_set(char *pattern, StringSet *str_set, VariablePos *variable_pos);
+static char pattern_initial(WindowAggState *winstate, char *vname);
+static int do_pattern_match(char *pattern, char *encoded_str);
+
+static StringSet *string_set_init(void);
+static void string_set_add(StringSet *string_set, StringInfo str);
+static StringInfo string_set_get(StringSet *string_set, int index);
+static int string_set_get_size(StringSet *string_set);
+static void string_set_discard(StringSet *string_set);
+static VariablePos *variable_pos_init(void);
+static void variable_pos_register(VariablePos *variable_pos, char initial, int pos);
+static bool variable_pos_compare(VariablePos *variable_pos, char initial1, char initial2);
+static int variable_pos_fetch(VariablePos *variable_pos, char initial, int index);
+static void variable_pos_discard(VariablePos *variable_pos);
/*
* initialize_windowaggregate
@@ -673,6 +744,7 @@ eval_windowaggregates(WindowAggState *winstate)
WindowObject agg_winobj;
TupleTableSlot *agg_row_slot;
TupleTableSlot *temp_slot;
+ bool agg_result_isnull;
numaggs = winstate->numaggs;
if (numaggs == 0)
@@ -778,6 +850,9 @@ eval_windowaggregates(WindowAggState *winstate)
* Note that we don't strictly need to restart in the last case, but if
* we're going to remove all rows from the aggregation anyway, a restart
* surely is faster.
+ *
+ * - if RPR is enabled and skip mode is SKIP TO NEXT ROW,
+ * we restart aggregation too.
*----------
*/
numaggs_restart = 0;
@@ -788,8 +863,11 @@ eval_windowaggregates(WindowAggState *winstate)
(winstate->aggregatedbase != winstate->frameheadpos &&
!OidIsValid(peraggstate->invtransfn_oid)) ||
(winstate->frameOptions & FRAMEOPTION_EXCLUSION) ||
- winstate->aggregatedupto <= winstate->frameheadpos)
+ winstate->aggregatedupto <= winstate->frameheadpos ||
+ (rpr_is_defined(winstate) &&
+ winstate->rpSkipTo == ST_NEXT_ROW))
{
+ elog(DEBUG1, "peraggstate->restart is set");
peraggstate->restart = true;
numaggs_restart++;
}
@@ -861,8 +939,10 @@ eval_windowaggregates(WindowAggState *winstate)
* If we created a mark pointer for aggregates, keep it pushed up to frame
* head, so that tuplestore can discard unnecessary rows.
*/
+#ifdef NOT_USED
if (agg_winobj->markptr >= 0)
WinSetMarkPosition(agg_winobj, winstate->frameheadpos);
+#endif
/*
* Now restart the aggregates that require it.
@@ -917,6 +997,29 @@ eval_windowaggregates(WindowAggState *winstate)
{
winstate->aggregatedupto = winstate->frameheadpos;
ExecClearTuple(agg_row_slot);
+
+ /*
+ * If RPR is defined, we do not use aggregatedupto_nonrestarted. To
+ * avoid assertion failure below, we reset aggregatedupto_nonrestarted
+ * to frameheadpos.
+ */
+ if (rpr_is_defined(winstate))
+ aggregatedupto_nonrestarted = winstate->frameheadpos;
+ }
+
+ agg_result_isnull = false;
+ /* RPR is defined? */
+ if (rpr_is_defined(winstate))
+ {
+ /*
+ * If the skip mode is SKIP TO PAST LAST ROW and we already know that
+ * current row is a skipped row, we don't need to accumulate rows,
+ * just return NULL. Note that for unamtched row, we need to do
+ * aggregation so that count(*) shows 0, rather than NULL.
+ */
+ if (winstate->rpSkipTo == ST_PAST_LAST_ROW &&
+ get_reduced_frame_map(winstate, winstate->currentpos) == RF_SKIPPED)
+ agg_result_isnull = true;
}
/*
@@ -930,6 +1033,11 @@ eval_windowaggregates(WindowAggState *winstate)
{
int ret;
+ elog(DEBUG1, "===== loop in frame starts: " INT64_FORMAT, winstate->aggregatedupto);
+
+ if (agg_result_isnull)
+ break;
+
/* Fetch next row if we didn't already */
if (TupIsNull(agg_row_slot))
{
@@ -945,9 +1053,28 @@ eval_windowaggregates(WindowAggState *winstate)
ret = row_is_in_frame(winstate, winstate->aggregatedupto, agg_row_slot);
if (ret < 0)
break;
+
if (ret == 0)
goto next_tuple;
+ if (rpr_is_defined(winstate))
+ {
+ /*
+ * If the row status at currentpos is already decided and current
+ * row status is not decided yet, it means we passed the last
+ * reduced frame. Time to break the loop.
+ */
+ if (get_reduced_frame_map(winstate, winstate->currentpos) != RF_NOT_DETERMINED &&
+ get_reduced_frame_map(winstate, winstate->aggregatedupto) == RF_NOT_DETERMINED)
+ break;
+ /*
+ * Otherwise we need to calculate the reduced frame.
+ */
+ ret = row_is_in_reduced_frame(winstate->agg_winobj, winstate->aggregatedupto);
+ if (ret == -1) /* unmatched row */
+ break;
+ }
+
/* Set tuple context for evaluation of aggregate arguments */
winstate->tmpcontext->ecxt_outertuple = agg_row_slot;
@@ -976,6 +1103,7 @@ next_tuple:
ExecClearTuple(agg_row_slot);
}
+
/* The frame's end is not supposed to move backwards, ever */
Assert(aggregatedupto_nonrestarted <= winstate->aggregatedupto);
@@ -996,6 +1124,16 @@ next_tuple:
peraggstate,
result, isnull);
+ /*
+ * RPR is defined and we just return NULL because skip mode is SKIP
+ * TO PAST LAST ROW and current row is skipped row.
+ */
+ if (agg_result_isnull)
+ {
+ *isnull = true;
+ *result = (Datum) 0;
+ }
+
/*
* save the result in case next row shares the same frame.
*
@@ -1090,6 +1228,7 @@ begin_partition(WindowAggState *winstate)
winstate->framehead_valid = false;
winstate->frametail_valid = false;
winstate->grouptail_valid = false;
+ create_reduced_frame_map(winstate);
winstate->spooled_rows = 0;
winstate->currentpos = 0;
winstate->frameheadpos = 0;
@@ -2053,6 +2192,8 @@ ExecWindowAgg(PlanState *pstate)
CHECK_FOR_INTERRUPTS();
+ elog(DEBUG1, "ExecWindowAgg called. pos: " INT64_FORMAT , winstate->currentpos);
+
if (winstate->status == WINDOWAGG_DONE)
return NULL;
@@ -2221,6 +2362,17 @@ ExecWindowAgg(PlanState *pstate)
/* don't evaluate the window functions when we're in pass-through mode */
if (winstate->status == WINDOWAGG_RUN)
{
+ /*
+ * If RPR is defined and skip mode is next row, we need to clear existing
+ * reduced frame info so that we newly calculate the info starting from
+ * current row.
+ */
+ if (rpr_is_defined(winstate))
+ {
+ if (winstate->rpSkipTo == ST_NEXT_ROW)
+ clear_reduced_frame_map(winstate);
+ }
+
/*
* Evaluate true window functions
*/
@@ -2388,6 +2540,9 @@ ExecInitWindowAgg(WindowAgg *node, EState *estate, int eflags)
TupleDesc scanDesc;
ListCell *l;
+ TargetEntry *te;
+ Expr *expr;
+
/* check for unsupported flags */
Assert(!(eflags & (EXEC_FLAG_BACKWARD | EXEC_FLAG_MARK)));
@@ -2483,6 +2638,16 @@ ExecInitWindowAgg(WindowAgg *node, EState *estate, int eflags)
winstate->temp_slot_2 = ExecInitExtraTupleSlot(estate, scanDesc,
&TTSOpsMinimalTuple);
+ winstate->prev_slot = ExecInitExtraTupleSlot(estate, scanDesc,
+ &TTSOpsMinimalTuple);
+
+ winstate->next_slot = ExecInitExtraTupleSlot(estate, scanDesc,
+ &TTSOpsMinimalTuple);
+
+ winstate->null_slot = ExecInitExtraTupleSlot(estate, scanDesc,
+ &TTSOpsMinimalTuple);
+ winstate->null_slot = ExecStoreAllNullTuple(winstate->null_slot);
+
/*
* create frame head and tail slots only if needed (must create slots in
* exactly the same cases that update_frameheadpos and update_frametailpos
@@ -2667,6 +2832,39 @@ ExecInitWindowAgg(WindowAgg *node, EState *estate, int eflags)
winstate->inRangeAsc = node->inRangeAsc;
winstate->inRangeNullsFirst = node->inRangeNullsFirst;
+ /* Set up SKIP TO type */
+ winstate->rpSkipTo = node->rpSkipTo;
+ /* Set up row pattern recognition PATTERN clause */
+ winstate->patternVariableList = node->patternVariable;
+ winstate->patternRegexpList = node->patternRegexp;
+
+ /* Set up row pattern recognition DEFINE clause */
+ winstate->defineInitial = node->defineInitial;
+ winstate->defineVariableList = NIL;
+ winstate->defineClauseList = NIL;
+ if (node->defineClause != NIL)
+ {
+ /*
+ * Tweak arg var of PREV/NEXT so that it refers to scan/inner slot.
+ */
+ foreach(l, node->defineClause)
+ {
+ char *name;
+ ExprState *exps;
+
+ te = lfirst(l);
+ name = te->resname;
+ expr = te->expr;
+
+ elog(DEBUG1, "defineVariable name: %s", name);
+ winstate->defineVariableList = lappend(winstate->defineVariableList,
+ makeString(pstrdup(name)));
+ attno_map((Node *)expr);
+ exps = ExecInitExpr(expr, (PlanState *) winstate);
+ winstate->defineClauseList = lappend(winstate->defineClauseList, exps);
+ }
+ }
+
winstate->all_first = true;
winstate->partition_spooled = false;
winstate->more_partitions = false;
@@ -2674,6 +2872,57 @@ ExecInitWindowAgg(WindowAgg *node, EState *estate, int eflags)
return winstate;
}
+/*
+ * Rewrite varno of Var node that is the argument of PREV/NET so that it sees
+ * scan tuple (PREV) or inner tuple (NEXT).
+ */
+static void
+attno_map(Node *node)
+{
+ (void) expression_tree_walker(node, attno_map_walker, NULL);
+}
+
+static bool
+attno_map_walker(Node *node, void *context)
+{
+ FuncExpr *func;
+ int nargs;
+ Expr *expr;
+ Var *var;
+
+ if (node == NULL)
+ return false;
+
+ if (IsA(node, FuncExpr))
+ {
+ func = (FuncExpr *)node;
+
+ if (func->funcid == F_PREV || func->funcid == F_NEXT)
+ {
+ /* sanity check */
+ nargs = list_length(func->args);
+ if (list_length(func->args) != 1)
+ elog(ERROR, "PREV/NEXT must have 1 argument but function %d has %d args", func->funcid, nargs);
+
+ expr = (Expr *) lfirst(list_head(func->args));
+ if (!IsA(expr, Var))
+ elog(ERROR, "PREV/NEXT's arg is not Var"); /* XXX: is it possible that arg type is Const? */
+ var = (Var *)expr;
+
+ if (func->funcid == F_PREV)
+ /*
+ * Rewrite varno from OUTER_VAR to regular var no so that the
+ * var references scan tuple.
+ */
+ var->varno = var->varnosyn;
+ else
+ var->varno = INNER_VAR;
+ elog(DEBUG1, "PREV/NEXT's varno is rewritten to: %d", var->varno);
+ }
+ }
+ return expression_tree_walker(node, attno_map_walker, NULL);
+}
+
/* -----------------
* ExecEndWindowAgg
* -----------------
@@ -2723,6 +2972,8 @@ ExecReScanWindowAgg(WindowAggState *node)
ExecClearTuple(node->agg_row_slot);
ExecClearTuple(node->temp_slot_1);
ExecClearTuple(node->temp_slot_2);
+ ExecClearTuple(node->prev_slot);
+ ExecClearTuple(node->next_slot);
if (node->framehead_slot)
ExecClearTuple(node->framehead_slot);
if (node->frametail_slot)
@@ -3083,7 +3334,7 @@ window_gettupleslot(WindowObject winobj, int64 pos, TupleTableSlot *slot)
return false;
if (pos < winobj->markpos)
- elog(ERROR, "cannot fetch row before WindowObject's mark position");
+ elog(ERROR, "cannot fetch row: " INT64_FORMAT " before WindowObject's mark position: " INT64_FORMAT, pos,
winobj->markpos);
oldcontext = MemoryContextSwitchTo(winstate->ss.ps.ps_ExprContext->ecxt_per_query_memory);
@@ -3403,14 +3654,54 @@ WinGetFuncArgInFrame(WindowObject winobj, int argno,
WindowAggState *winstate;
ExprContext *econtext;
TupleTableSlot *slot;
- int64 abs_pos;
- int64 mark_pos;
Assert(WindowObjectIsValid(winobj));
winstate = winobj->winstate;
econtext = winstate->ss.ps.ps_ExprContext;
slot = winstate->temp_slot_1;
+ if (WinGetSlotInFrame(winobj, slot,
+ relpos, seektype, set_mark,
+ isnull, isout) == 0)
+ {
+ econtext->ecxt_outertuple = slot;
+ return ExecEvalExpr((ExprState *) list_nth(winobj->argstates, argno),
+ econtext, isnull);
+ }
+
+ if (isout)
+ *isout = true;
+ *isnull = true;
+ return (Datum) 0;
+}
+
+/*
+ * WinGetSlotInFrame
+ * slot: TupleTableSlot to store the result
+ * relpos: signed rowcount offset from the seek position
+ * seektype: WINDOW_SEEK_HEAD or WINDOW_SEEK_TAIL
+ * set_mark: If the row is found/in frame and set_mark is true, the mark is
+ * moved to the row as a side-effect.
+ * isnull: output argument, receives isnull status of result
+ * isout: output argument, set to indicate whether target row position
+ * is out of frame (can pass NULL if caller doesn't care about this)
+ *
+ * Returns 0 if we successfullt got the slot. false if out of frame.
+ * (also isout is set)
+ */
+static int
+WinGetSlotInFrame(WindowObject winobj, TupleTableSlot *slot,
+ int relpos, int seektype, bool set_mark,
+ bool *isnull, bool *isout)
+{
+ WindowAggState *winstate;
+ int64 abs_pos;
+ int64 mark_pos;
+ int num_reduced_frame;
+
+ Assert(WindowObjectIsValid(winobj));
+ winstate = winobj->winstate;
+
switch (seektype)
{
case WINDOW_SEEK_CURRENT:
@@ -3477,11 +3768,21 @@ WinGetFuncArgInFrame(WindowObject winobj, int argno,
winstate->frameOptions);
break;
}
+ num_reduced_frame = row_is_in_reduced_frame(winobj, winstate->frameheadpos);
+ if (num_reduced_frame < 0)
+ goto out_of_frame;
+ else if (num_reduced_frame > 0)
+ if (relpos >= num_reduced_frame)
+ goto out_of_frame;
break;
case WINDOW_SEEK_TAIL:
/* rejecting relpos > 0 is easy and simplifies code below */
if (relpos > 0)
goto out_of_frame;
+
+ /* RPR cares about frame head pos. Need to call update_frameheadpos */
+ update_frameheadpos(winstate);
+
update_frametailpos(winstate);
abs_pos = winstate->frametailpos - 1 + relpos;
@@ -3548,6 +3849,12 @@ WinGetFuncArgInFrame(WindowObject winobj, int argno,
mark_pos = 0; /* keep compiler quiet */
break;
}
+
+ num_reduced_frame = row_is_in_reduced_frame(winobj, winstate->frameheadpos + relpos);
+ if (num_reduced_frame < 0)
+ goto out_of_frame;
+ else if (num_reduced_frame > 0)
+ abs_pos = winstate->frameheadpos + relpos + num_reduced_frame - 1;
break;
default:
elog(ERROR, "unrecognized window seek type: %d", seektype);
@@ -3566,15 +3873,13 @@ WinGetFuncArgInFrame(WindowObject winobj, int argno,
*isout = false;
if (set_mark)
WinSetMarkPosition(winobj, mark_pos);
- econtext->ecxt_outertuple = slot;
- return ExecEvalExpr((ExprState *) list_nth(winobj->argstates, argno),
- econtext, isnull);
+ return 0;
out_of_frame:
if (isout)
*isout = true;
*isnull = true;
- return (Datum) 0;
+ return -1;
}
/*
@@ -3605,3 +3910,1039 @@ WinGetFuncArgCurrent(WindowObject winobj, int argno, bool *isnull)
return ExecEvalExpr((ExprState *) list_nth(winobj->argstates, argno),
econtext, isnull);
}
+
+/*
+ * rpr_is_defined
+ * return true if Row pattern recognition is defined.
+ */
+static
+bool rpr_is_defined(WindowAggState *winstate)
+{
+ return winstate->patternVariableList != NIL;
+}
+
+/*
+ * row_is_in_reduced_frame
+ * Determine whether a row is in the current row's reduced window frame according
+ * to row pattern matching
+ *
+ * The row must has been already determined that it is in a full window frame
+ * and fetched it into slot.
+ *
+ * Returns:
+ * = 0, RPR is not defined.
+ * >0, if the row is the first in the reduced frame. Return the number of rows in the reduced frame.
+ * -1, if the row is unmatched row
+ * -2, if the row is in the reduced frame but needed to be skipped because of
+ * AFTER MATCH SKIP PAST LAST ROW
+ */
+static
+int row_is_in_reduced_frame(WindowObject winobj, int64 pos)
+{
+ WindowAggState *winstate = winobj->winstate;
+ int state;
+ int rtn;
+
+ if (!rpr_is_defined(winstate))
+ {
+ /*
+ * RPR is not defined. Assume that we are always in the the reduced
+ * window frame.
+ */
+ rtn = 0;
+ elog(DEBUG1, "row_is_in_reduced_frame returns %d: pos: " INT64_FORMAT, rtn, pos);
+ return rtn;
+ }
+
+ state = get_reduced_frame_map(winstate, pos);
+
+ if (state == RF_NOT_DETERMINED)
+ {
+ update_frameheadpos(winstate);
+ update_reduced_frame(winobj, pos);
+ }
+
+ state = get_reduced_frame_map(winstate, pos);
+
+ switch (state)
+ {
+ int64 i;
+ int num_reduced_rows;
+
+ case RF_FRAME_HEAD:
+ num_reduced_rows = 1;
+ for (i = pos + 1; get_reduced_frame_map(winstate,i) == RF_SKIPPED; i++)
+ num_reduced_rows++;
+ rtn = num_reduced_rows;
+ break;
+
+ case RF_SKIPPED:
+ rtn = -2;
+ break;
+
+ case RF_UNMATCHED:
+ rtn = -1;
+ break;
+
+ default:
+ elog(ERROR, "Unrecognized state: %d at: " INT64_FORMAT, state, pos);
+ break;
+ }
+
+ elog(DEBUG1, "row_is_in_reduced_frame returns %d: pos: " INT64_FORMAT, rtn, pos);
+ return rtn;
+}
+
+#define REDUCED_FRAME_MAP_INIT_SIZE 1024L
+
+/*
+ * Create reduced frame map
+ */
+static
+void create_reduced_frame_map(WindowAggState *winstate)
+{
+ winstate->reduced_frame_map =
+ MemoryContextAlloc(winstate->partcontext, REDUCED_FRAME_MAP_INIT_SIZE);
+ winstate->alloc_sz = REDUCED_FRAME_MAP_INIT_SIZE;
+ clear_reduced_frame_map(winstate);
+}
+
+/*
+ * Clear reduced frame map
+ */
+static
+void clear_reduced_frame_map(WindowAggState *winstate)
+{
+ Assert(winstate->reduced_frame_map != NULL);
+ MemSet(winstate->reduced_frame_map, RF_NOT_DETERMINED,
+ winstate->alloc_sz);
+}
+
+/*
+ * Get reduced frame map specified by pos
+ */
+static
+int get_reduced_frame_map(WindowAggState *winstate, int64 pos)
+{
+ Assert(winstate->reduced_frame_map != NULL);
+
+ if (pos < 0 || pos >= winstate->alloc_sz)
+ elog(ERROR, "wrong pos: " INT64_FORMAT, pos);
+
+ return winstate->reduced_frame_map[pos];
+}
+
+/*
+ * Add/replace reduced frame map member at pos.
+ * If there's no enough space, expand the map.
+ */
+static
+void register_reduced_frame_map(WindowAggState *winstate, int64 pos, int val)
+{
+ int64 realloc_sz;
+
+ Assert(winstate->reduced_frame_map != NULL);
+
+ if (pos < 0)
+ elog(ERROR, "wrong pos: " INT64_FORMAT, pos);
+
+ if (pos > winstate->alloc_sz - 1)
+ {
+ realloc_sz = winstate->alloc_sz * 2;
+
+ winstate->reduced_frame_map =
+ repalloc(winstate->reduced_frame_map, realloc_sz);
+
+ MemSet(winstate->reduced_frame_map + winstate->alloc_sz,
+ RF_NOT_DETERMINED, realloc_sz - winstate->alloc_sz);
+
+ winstate->alloc_sz = realloc_sz;
+ }
+
+ winstate->reduced_frame_map[pos] = val;
+}
+
+/*
+ * update_reduced_frame
+ * Update reduced frame info.
+ */
+static
+void update_reduced_frame(WindowObject winobj, int64 pos)
+{
+ WindowAggState *winstate = winobj->winstate;
+ ListCell *lc1, *lc2;
+ bool expression_result;
+ int num_matched_rows;
+ int64 original_pos;
+ bool anymatch;
+ StringInfo encoded_str;
+ StringInfo pattern_str = makeStringInfo();
+ StringSet *str_set;
+ int str_set_index = 0;
+ int initial_index;
+ VariablePos *variable_pos;
+
+ /*
+ * Set of pattern variables evaluated to true.
+ * Each character corresponds to pattern variable.
+ * Example:
+ * str_set[0] = "AB";
+ * str_set[1] = "AC";
+ * In this case at row 0 A and B are true, and A and C are true in row 1.
+ */
+
+ /* initialize pattern variables set */
+ str_set = string_set_init();
+
+ /* save original pos */
+ original_pos = pos;
+
+ /*
+ * Loop over until none of pattern matches or encounters end of frame.
+ */
+ for (;;)
+ {
+ int64 result_pos = -1;
+
+ /*
+ * Loop over each PATTERN variable.
+ */
+ anymatch = false;
+ encoded_str = makeStringInfo();
+
+ forboth(lc1, winstate->patternVariableList, lc2, winstate->patternRegexpList)
+ {
+ char *vname = strVal(lfirst(lc1));
+ char *quantifier = strVal(lfirst(lc2));
+
+ elog(DEBUG1, "pos: " INT64_FORMAT " pattern vname: %s quantifier: %s", pos, vname, quantifier);
+
+ expression_result = false;
+
+ /* evaluate row pattern against current row */
+ result_pos = evaluate_pattern(winobj, pos, vname, encoded_str, &expression_result);
+ if (expression_result)
+ {
+ elog(DEBUG1, "expression result is true");
+ anymatch = true;
+ }
+
+ /*
+ * If out of frame, we are done.
+ */
+ if (result_pos < 0)
+ break;
+ }
+
+ if (!anymatch)
+ {
+ /* none of patterns matched. */
+ break;
+ }
+
+ string_set_add(str_set, encoded_str);
+
+ elog(DEBUG1, "pos: " INT64_FORMAT " str_set_index: %d encoded_str: %s", pos, str_set_index,
encoded_str->data);
+
+ /* move to next row */
+ pos++;
+
+ if (result_pos < 0)
+ {
+ /* out of frame */
+ break;
+ }
+ }
+
+ if (string_set_get_size(str_set) == 0)
+ {
+ /* no match found in the first row */
+ register_reduced_frame_map(winstate, original_pos, RF_UNMATCHED);
+ return;
+ }
+
+ elog(DEBUG2, "pos: " INT64_FORMAT " encoded_str: %s", pos, encoded_str->data);
+
+ /* build regular expression */
+ pattern_str = makeStringInfo();
+ appendStringInfoChar(pattern_str, '^');
+ initial_index = 0;
+
+ variable_pos = variable_pos_init();
+
+ forboth (lc1, winstate->patternVariableList, lc2, winstate->patternRegexpList)
+ {
+ char *vname = strVal(lfirst(lc1));
+ char *quantifier = strVal(lfirst(lc2));
+ char initial;
+
+ initial = pattern_initial(winstate, vname);
+ Assert(initial != 0);
+ appendStringInfoChar(pattern_str, initial);
+ if (quantifier[0])
+ appendStringInfoChar(pattern_str, quantifier[0]);
+
+ /*
+ * Register the initial at initial_index. If the initial appears more
+ * than once, all of it's initial_index will be recorded. This could
+ * happen if a pattern variable appears in the PATTERN clause more
+ * than once like "UP DOWN UP" "UP UP UP".
+ */
+ variable_pos_register(variable_pos, initial, initial_index);
+
+ initial_index++;
+ }
+
+ elog(DEBUG2, "pos: " INT64_FORMAT " pattern: %s", pos, pattern_str->data);
+
+ /* look for matching pattern variable sequence */
+ elog(DEBUG1, "search_str_set started");
+ num_matched_rows = search_str_set(pattern_str->data, str_set, variable_pos);
+ elog(DEBUG1, "search_str_set returns: %d", num_matched_rows);
+
+ variable_pos_discard(variable_pos);
+ string_set_discard(str_set);
+
+ /*
+ * We are at the first row in the reduced frame. Save the number of
+ * matched rows as the number of rows in the reduced frame.
+ */
+ if (num_matched_rows <= 0)
+ {
+ /* no match */
+ register_reduced_frame_map(winstate, original_pos, RF_UNMATCHED);
+ }
+ else
+ {
+ int64 i;
+
+ register_reduced_frame_map(winstate, original_pos, RF_FRAME_HEAD);
+
+ for (i = original_pos + 1; i < original_pos + num_matched_rows; i++)
+ {
+ register_reduced_frame_map(winstate, i, RF_SKIPPED);
+ }
+ }
+
+ return;
+}
+
+/*
+ * Perform pattern matching using pattern against str_set. pattern is a
+ * regular expression derived from PATTERN clause. Note that the regular
+ * expression string is prefixed by '^' and followed by initials represented
+ * in a same way as str_set. str_set is a set of StringInfo. Each StringInfo
+ * has a string comprising initials of pattern variable strings being true in
+ * a row. The initials are one of [a-y], parallel to the order of variable
+ * names in DEFINE clause. For example, if DEFINE has variables START, UP and
+ * DOWN, PATTERN HAS START, UP and DOWN, then the initials in PATTERN will be
+ * 'a', 'b' and 'c'.
+ *
+ * variable_pos is an array representing the order of pattern variable string
+ * initials in PATTERN clause. For example initial 'a' potion is in
+ * variable_pos[0].pos[0] = 0. Note that if the pattern is "START UP DOWN UP"
+ * (UP appears twice), then "UP" (initial is 'b') has two position 1 and
+ * 3. Thus variable_pos for b is variable_pos[1].pos[0] = 1 and
+ * variable_pos[1].pos[1] = 3.
+ *
+ * Returns the longest number of the matching rows.
+ */
+static
+int search_str_set(char *pattern, StringSet *str_set, VariablePos *variable_pos)
+{
+#define MAX_CANDIDATE_NUM 10000 /* max pattern match candidate size */
+#define FREEZED_CHAR 'Z' /* a pattern is freezed if it ends with the char */
+#define DISCARD_CHAR 'z' /* a pattern is not need to keep */
+
+ int set_size; /* number of rows in the set */
+ int resultlen;
+ int index;
+ StringSet *old_str_set, *new_str_set;
+ int new_str_size;
+ int len;
+
+ set_size = string_set_get_size(str_set);
+ new_str_set = string_set_init();
+ len = 0;
+ resultlen = 0;
+
+ /*
+ * Generate all possible pattern variable name initials as a set of
+ * StringInfo named "new_str_set". For example, if we have two rows
+ * having "ab" (row 0) and "ac" (row 1) in the input str_set, new_str_set
+ * will have set of StringInfo "aa", "ac", "ba" and "bc" in the end.
+ */
+ elog(DEBUG1, "pattern: %s set_size: %d", pattern, set_size);
+ for (index = 0; index < set_size; index++)
+ {
+ StringInfo str; /* search target row */
+ char *p;
+ int old_set_size;
+ int i;
+
+ elog(DEBUG1, "index: %d", index);
+
+ if (index == 0)
+ {
+ /* copy variables in row 0 */
+ str = string_set_get(str_set, index);
+ p = str->data;
+
+ /*
+ * Loop over each new pattern variable char.
+ */
+ while (*p)
+ {
+ StringInfo new = makeStringInfo();
+
+ /* add pattern variable char */
+ appendStringInfoChar(new, *p);
+ /* add new one to string set */
+ string_set_add(new_str_set, new);
+ elog(DEBUG1, "old_str: NULL new_str: %s", new->data);
+ p++; /* next pattern variable */
+ }
+ }
+ else /* index != 0 */
+ {
+ old_str_set = new_str_set;
+ new_str_set = string_set_init();
+ str = string_set_get(str_set, index);
+ old_set_size = string_set_get_size(old_str_set);
+
+ /*
+ * Loop over each rows in the previous result set.
+ */
+ for (i = 0; i < old_set_size ; i++)
+ {
+ StringInfo new;
+ char last_old_char;
+ int old_str_len;
+ StringInfo old = string_set_get(old_str_set, i);
+
+ p = old->data;
+ old_str_len = strlen(p);
+ if (old_str_len > 0)
+ last_old_char = p[old_str_len - 1];
+ else
+ last_old_char = '\0';
+
+ /* Is this old set freezed? */
+ if (last_old_char == FREEZED_CHAR)
+ {
+ /* if shorter match. we can discard it */
+ if ((old_str_len - 1) < resultlen)
+ {
+ elog(DEBUG1, "discard this old set because shorter match: %s", old->data);
+ continue;
+ }
+
+ elog(DEBUG1, "keep this old set: %s", old->data);
+ new = makeStringInfo();
+ appendStringInfoString(new, old->data);
+ string_set_add(new_str_set, new);
+ continue;
+ }
+ /* Can this old set be discarded? */
+ else if (last_old_char == DISCARD_CHAR)
+ {
+ elog(DEBUG1, "discard this old set: %s", old->data);
+ continue;
+ }
+
+ elog(DEBUG1, "str->data: %s", str->data);
+
+ /*
+ * loop over each pattern variable initial char in the input
+ * set.
+ */
+ for (p = str->data; *p; p++)
+ {
+ /*
+ * Optimization. Check if the row's pattern variable
+ * initial character position is greater than or equal to
+ * the old set's last pattern variable initial character
+ * position. For example, if the old set's last pattern
+ * variable initials are "ab", then the new pattern
+ * variable initial can be "b" or "c" but can not be "a",
+ * if the initials in PATTERN is something like "a b c" or
+ * "a b+ c+" etc. This optimization is possible when we
+ * only allow "+" quantifier.
+ */
+ if (variable_pos_compare(variable_pos, last_old_char, *p))
+ {
+ /* copy source string */
+ new = makeStringInfo();
+ appendStringInfoString(new, old->data);
+ /* add pattern variable char */
+ appendStringInfoChar(new, *p);
+ elog(DEBUG1, "old_str: %s new_str: %s", old->data, new->data);
+
+ /*
+ * Adhoc optimization. If the first letter in the
+ * input string is the first and second position one
+ * and there's no associated quatifier '+', then we
+ * can dicard the input because there's no chace to
+ * expand the string further.
+ *
+ * For example, pattern "abc" cannot match "aa".
+ */
+ elog(DEBUG1, "pattern[1]:%c pattern[2]:%c new[0]:%c new[1]:%c",
+ pattern[1], pattern[2], new->data[0], new->data[1]);
+ if (pattern[1] == new->data[0] &&
+ pattern[1] == new->data[1] &&
+ pattern[2] != '+' &&
+ pattern[1] != pattern[2])
+ {
+ elog(DEBUG1, "discard this new data: %s",
+ new->data);
+ pfree(new->data);
+ pfree(new);
+ continue;
+ }
+
+ /* add new one to string set */
+ string_set_add(new_str_set, new);
+ }
+ else
+ {
+ /*
+ * We are freezing this pattern string. Since there's
+ * no chance to expand the string further, we perform
+ * pattern matching against the string. If it does not
+ * match, we can discard it.
+ */
+ len = do_pattern_match(pattern, old->data);
+
+ if (len <= 0)
+ {
+ /* no match. we can discard it */
+ continue;
+ }
+
+ else if (len <= resultlen)
+ {
+ /* shorter match. we can discard it */
+ continue;
+ }
+ else
+ {
+ /* match length is the longest so far */
+
+ int new_index;
+
+ /* remember the longest match */
+ resultlen = len;
+
+ /* freeze the pattern string */
+ new = makeStringInfo();
+ appendStringInfoString(new, old->data);
+ /* add freezed mark */
+ appendStringInfoChar(new, FREEZED_CHAR);
+ elog(DEBUG1, "old_str: %s new_str: %s", old->data, new->data);
+ string_set_add(new_str_set, new);
+
+ /*
+ * Search new_str_set to find out freezed
+ * entries that have shorter match length.
+ * Mark them as "discard" so that they are
+ * discarded in the next round.
+ */
+
+ /* new_index_size should be the one before */
+ new_str_size = string_set_get_size(new_str_set) - 1;
+
+ /* loop over new_str_set */
+ for (new_index = 0; new_index < new_str_size; new_index++)
+ {
+ char new_last_char;
+ int new_str_len;
+
+ new = string_set_get(new_str_set, new_index);
+ new_str_len = strlen(new->data);
+ if (new_str_len > 0)
+ {
+ new_last_char = new->data[new_str_len - 1];
+ if (new_last_char == FREEZED_CHAR &&
+ (new_str_len - 1) <= len)
+ {
+ /* mark this set to discard in the next round */
+ appendStringInfoChar(new, DISCARD_CHAR);
+ elog(DEBUG1, "add discard char: %s", new->data);
+ }
+ }
+ }
+ }
+ }
+ }
+ }
+ /* we no longer need old string set */
+ string_set_discard(old_str_set);
+ }
+ }
+
+ /*
+ * Perform pattern matching to find out the longest match.
+ */
+ new_str_size = string_set_get_size(new_str_set);
+ elog(DEBUG1, "new_str_size: %d", new_str_size);
+ len = 0;
+ resultlen = 0;
+
+ for (index = 0; index < new_str_size; index++)
+ {
+ StringInfo s;
+
+ s = string_set_get(new_str_set, index);
+ if (s == NULL)
+ continue; /* no data */
+
+ elog(DEBUG1, "target string: %s", s->data);
+
+ len = do_pattern_match(pattern, s->data);
+ if (len > resultlen)
+ {
+ /* remember the longest match */
+ resultlen = len;
+
+ /*
+ * If the size of result set is equal to the number of rows in the
+ * set, we are done because it's not possible that the number of
+ * matching rows exceeds the number of rows in the set.
+ */
+ if (resultlen >= set_size)
+ break;
+ }
+ }
+
+ /* we no longer need new string set */
+ string_set_discard(new_str_set);
+
+ return resultlen;
+}
+
+/*
+ * do_pattern_match
+ * perform pattern match using pattern against encoded_str.
+ * returns matching number of rows if matching is succeeded.
+ * Otherwise returns 0.
+ */
+static
+int do_pattern_match(char *pattern, char *encoded_str)
+{
+ Datum d;
+ text *res;
+ char *substr;
+ int len = 0;
+ text *pattern_text, *encoded_str_text;
+
+ pattern_text = cstring_to_text(pattern);
+ encoded_str_text = cstring_to_text(encoded_str);
+
+ /*
+ * We first perform pattern matching using regexp_instr, then call
+ * textregexsubstr to get matched substring to know how long the
+ * matched string is. That is the number of rows in the reduced window
+ * frame. The reason why we can't call textregexsubstr in the first
+ * place is, it errors out if pattern does not match.
+ */
+ if (DatumGetInt32(DirectFunctionCall2Coll(regexp_instr, DEFAULT_COLLATION_OID,
+ PointerGetDatum(encoded_str_text),
+ PointerGetDatum(pattern_text))))
+ {
+ d = DirectFunctionCall2Coll(textregexsubstr,
+ DEFAULT_COLLATION_OID,
+ PointerGetDatum(encoded_str_text),
+ PointerGetDatum(pattern_text));
+ if (d != 0)
+ {
+ res = DatumGetTextPP(d);
+ substr = text_to_cstring(res);
+ len = strlen(substr);
+ pfree(substr);
+ }
+ }
+ pfree(encoded_str_text);
+ pfree(pattern_text);
+
+ return len;
+}
+
+
+/*
+ * Evaluate expression associated with PATTERN variable vname.
+ * relpos is relative row position in a frame (starting from 0).
+ * "quantifier" is the quatifier part of the PATTERN regular expression.
+ * Currently only '+' is allowed.
+ * result is out paramater representing the expression evaluation result
+ * is true of false.
+ * Return values are:
+ * >=0: the last match absolute row position
+ * other wise out of frame.
+ */
+static
+int64 evaluate_pattern(WindowObject winobj, int64 current_pos,
+ char *vname, StringInfo encoded_str, bool *result)
+{
+ WindowAggState *winstate = winobj->winstate;
+ ExprContext *econtext = winstate->ss.ps.ps_ExprContext;
+ ListCell *lc1, *lc2, *lc3;
+ ExprState *pat;
+ Datum eval_result;
+ bool out_of_frame = false;
+ bool isnull;
+ TupleTableSlot *slot;
+
+ forthree (lc1, winstate->defineVariableList, lc2, winstate->defineClauseList, lc3, winstate->defineInitial)
+ {
+ char initial;
+ char *name = strVal(lfirst(lc1));
+
+ if (strcmp(vname, name))
+ continue;
+
+ initial = *(strVal(lfirst(lc3)));
+
+ /* set expression to evaluate */
+ pat = lfirst(lc2);
+
+ /* get current, previous and next tuples */
+ if (!get_slots(winobj, current_pos))
+ {
+ out_of_frame = true;
+ }
+ else
+ {
+ /* evaluate the expression */
+ eval_result = ExecEvalExpr(pat, econtext, &isnull);
+ if (isnull)
+ {
+ /* expression is NULL */
+ elog(DEBUG1, "expression for %s is NULL at row: " INT64_FORMAT, vname, current_pos);
+ *result = false;
+ }
+ else
+ {
+ if (!DatumGetBool(eval_result))
+ {
+ /* expression is false */
+ elog(DEBUG1, "expression for %s is false at row: " INT64_FORMAT, vname, current_pos);
+ *result = false;
+ }
+ else
+ {
+ /* expression is true */
+ elog(DEBUG1, "expression for %s is true at row: " INT64_FORMAT, vname, current_pos);
+ appendStringInfoChar(encoded_str, initial);
+ *result = true;
+ }
+ }
+
+ slot = winstate->temp_slot_1;
+ if (slot != winstate->null_slot)
+ ExecClearTuple(slot);
+ slot = winstate->prev_slot;
+ if (slot != winstate->null_slot)
+ ExecClearTuple(slot);
+ slot = winstate->next_slot;
+ if (slot != winstate->null_slot)
+ ExecClearTuple(slot);
+
+ break;
+ }
+
+ if (out_of_frame)
+ {
+ *result = false;
+ return -1;
+ }
+ }
+ return current_pos;
+}
+
+/*
+ * Get current, previous and next tuples.
+ * Returns false if current row is out of partition/full frame.
+ */
+static
+bool get_slots(WindowObject winobj, int64 current_pos)
+{
+ WindowAggState *winstate = winobj->winstate;
+ TupleTableSlot *slot;
+ int ret;
+ ExprContext *econtext;
+
+ econtext = winstate->ss.ps.ps_ExprContext;
+
+ /* set up current row tuple slot */
+ slot = winstate->temp_slot_1;
+ if (!window_gettupleslot(winobj, current_pos, slot))
+ {
+ elog(DEBUG1, "current row is out of partition at:" INT64_FORMAT, current_pos);
+ return false;
+ }
+ ret = row_is_in_frame(winstate, current_pos, slot);
+ if (ret <= 0)
+ {
+ elog(DEBUG1, "current row is out of frame at: " INT64_FORMAT, current_pos);
+ ExecClearTuple(slot);
+ return false;
+ }
+ econtext->ecxt_outertuple = slot;
+
+ /* for PREV */
+ if (current_pos > 0)
+ {
+ slot = winstate->prev_slot;
+ if (!window_gettupleslot(winobj, current_pos - 1, slot))
+ {
+ elog(DEBUG1, "previous row is out of partition at: " INT64_FORMAT, current_pos - 1);
+ econtext->ecxt_scantuple = winstate->null_slot;
+ }
+ else
+ {
+ ret = row_is_in_frame(winstate, current_pos - 1, slot);
+ if (ret <= 0)
+ {
+ elog(DEBUG1, "previous row is out of frame at: " INT64_FORMAT, current_pos - 1);
+ ExecClearTuple(slot);
+ econtext->ecxt_scantuple = winstate->null_slot;
+ }
+ else
+ {
+ econtext->ecxt_scantuple = slot;
+ }
+ }
+ }
+ else
+ econtext->ecxt_scantuple = winstate->null_slot;
+
+ /* for NEXT */
+ slot = winstate->next_slot;
+ if (!window_gettupleslot(winobj, current_pos + 1, slot))
+ {
+ elog(DEBUG1, "next row is out of partiton at: " INT64_FORMAT, current_pos + 1);
+ econtext->ecxt_innertuple = winstate->null_slot;
+ }
+ else
+ {
+ ret = row_is_in_frame(winstate, current_pos + 1, slot);
+ if (ret <= 0)
+ {
+ elog(DEBUG1, "next row is out of frame at: " INT64_FORMAT, current_pos + 1);
+ ExecClearTuple(slot);
+ econtext->ecxt_innertuple = winstate->null_slot;
+ }
+ else
+ econtext->ecxt_innertuple = slot;
+ }
+ return true;
+}
+
+/*
+ * Return pattern variable initial character
+ * matching with pattern variable name vname.
+ * If not found, return 0.
+ */
+static
+char pattern_initial(WindowAggState *winstate, char *vname)
+{
+ char initial;
+ char *name;
+ ListCell *lc1, *lc2;
+
+ forboth (lc1, winstate->defineVariableList, lc2, winstate->defineInitial)
+ {
+ name = strVal(lfirst(lc1)); /* DEFINE variable name */
+ initial = *(strVal(lfirst(lc2))); /* DEFINE variable initial */
+
+
+ if (!strcmp(name, vname))
+ return initial; /* found */
+ }
+ return 0;
+}
+
+/*
+ * string_set_init
+ * Create dynamic set of StringInfo.
+ */
+static
+StringSet *string_set_init(void)
+{
+/* Initial allocation size of str_set */
+#define STRING_SET_ALLOC_SIZE 1024
+
+ StringSet *string_set;
+ Size set_size;
+
+ string_set = palloc0(sizeof(StringSet));
+ string_set->set_index = 0;
+ set_size = STRING_SET_ALLOC_SIZE;
+ string_set->str_set = palloc(set_size * sizeof(StringInfo));
+ string_set->set_size = set_size;
+
+ return string_set;
+}
+
+/*
+ * Add StringInfo str to StringSet string_set.
+ */
+static
+void string_set_add(StringSet *string_set, StringInfo str)
+{
+ Size set_size;
+
+ set_size = string_set->set_size;
+ if (string_set->set_index >= set_size)
+ {
+ set_size *= 2;
+ string_set->str_set = repalloc(string_set->str_set,
+ set_size * sizeof(StringInfo));
+ string_set->set_size = set_size;
+ }
+
+ string_set->str_set[string_set->set_index++] = str;
+
+ return;
+}
+
+/*
+ * Returns StringInfo specified by index.
+ * If there's no data yet, returns NULL.
+ */
+static
+StringInfo string_set_get(StringSet *string_set, int index)
+{
+ /* no data? */
+ if (index == 0 && string_set->set_index == 0)
+ return NULL;
+
+ if (index < 0 ||index >= string_set->set_index)
+ elog(ERROR, "invalid index: %d", index);
+
+ return string_set->str_set[index];
+}
+
+/*
+ * Returns the size of StringSet.
+ */
+static
+int string_set_get_size(StringSet *string_set)
+{
+ return string_set->set_index;
+}
+
+/*
+ * Discard StringSet.
+ * All memory including StringSet itself is freed.
+ */
+static
+void string_set_discard(StringSet *string_set)
+{
+ int i;
+
+ for (i = 0; i < string_set->set_index; i++)
+ {
+ StringInfo str = string_set->str_set[i];
+ pfree(str->data);
+ pfree(str);
+ }
+ pfree(string_set->str_set);
+ pfree(string_set);
+}
+
+/*
+ * Create and initialize variable postion structure
+ */
+static
+VariablePos *variable_pos_init(void)
+{
+ VariablePos *variable_pos;
+
+ variable_pos = palloc(sizeof(VariablePos) * NUM_ALPHABETS);
+ MemSet(variable_pos, -1, sizeof(VariablePos) * NUM_ALPHABETS);
+ return variable_pos;
+}
+
+/*
+ * Register pattern variable whose initial is initial into postion index.
+ * pos is position of initial.
+ * If pos is already registered, register it at next empty slot.
+ */
+static
+void variable_pos_register(VariablePos *variable_pos, char initial, int pos)
+{
+ int index = initial - 'a';
+ int slot;
+ int i;
+
+ if (pos < 0 || pos > NUM_ALPHABETS)
+ elog(ERROR, "initial is not valid char: %c", initial);
+
+ for (i = 0; i < NUM_ALPHABETS; i++)
+ {
+ slot = variable_pos[index].pos[i];
+ if (slot < 0)
+ {
+ /* empty slot found */
+ variable_pos[index].pos[i] = pos;
+ return;
+ }
+ }
+ elog(ERROR, "no empty slot for initial: %c", initial);
+}
+
+/*
+ * Returns true if initial1 can be followed by initial2
+ */
+static
+bool variable_pos_compare(VariablePos *variable_pos, char initial1, char initial2)
+{
+ int index1, index2;
+ int pos1, pos2;
+
+ for (index1 = 0; ; index1++)
+ {
+ pos1 = variable_pos_fetch(variable_pos, initial1, index1);
+ if (pos1 < 0)
+ break;
+
+ for (index2 = 0; ; index2++)
+ {
+ pos2 = variable_pos_fetch(variable_pos, initial2, index2);
+ if (pos2 < 0)
+ break;
+ if (pos1 <= pos2)
+ return true;
+ }
+ }
+ return false;
+}
+
+/*
+ * Fetch position of pattern variable whose initial is initial, and whose index
+ * is index. If no postion was registered by initial, index, returns -1.
+ */
+static
+int variable_pos_fetch(VariablePos *variable_pos, char initial, int index)
+{
+ int pos = initial - 'a';
+
+ if (pos < 0 || pos > NUM_ALPHABETS)
+ elog(ERROR, "initial is not valid char: %c", initial);
+
+ if (index < 0 || index > NUM_ALPHABETS)
+ elog(ERROR, "index is not valid: %d", index);
+
+ return variable_pos[pos].pos[index];
+}
+
+/*
+ * Discard VariablePos
+ */
+static
+void variable_pos_discard(VariablePos *variable_pos)
+{
+ pfree(variable_pos);
+}
diff --git a/src/backend/utils/adt/windowfuncs.c b/src/backend/utils/adt/windowfuncs.c
index b87a624fb2..9ebcc7b5d2 100644
--- a/src/backend/utils/adt/windowfuncs.c
+++ b/src/backend/utils/adt/windowfuncs.c
@@ -13,6 +13,9 @@
*/
#include "postgres.h"
+#include "catalog/pg_collation_d.h"
+#include "executor/executor.h"
+#include "nodes/execnodes.h"
#include "nodes/supportnodes.h"
#include "utils/builtins.h"
#include "windowapi.h"
@@ -36,11 +39,19 @@ typedef struct
int64 remainder; /* (total rows) % (bucket num) */
} ntile_context;
+/*
+ * rpr process information.
+ * Used for AFTER MATCH SKIP PAST LAST ROW
+ */
+typedef struct SkipContext
+{
+ int64 pos; /* last row absolute position */
+} SkipContext;
+
static bool rank_up(WindowObject winobj);
static Datum leadlag_common(FunctionCallInfo fcinfo,
bool forward, bool withoffset, bool withdefault);
-
/*
* utility routine for *_rank functions.
*/
@@ -673,7 +684,7 @@ window_last_value(PG_FUNCTION_ARGS)
bool isnull;
result = WinGetFuncArgInFrame(winobj, 0,
- 0, WINDOW_SEEK_TAIL, true,
+ 0, WINDOW_SEEK_TAIL, false,
&isnull, NULL);
if (isnull)
PG_RETURN_NULL();
@@ -713,3 +724,25 @@ window_nth_value(PG_FUNCTION_ARGS)
PG_RETURN_DATUM(result);
}
+
+/*
+ * prev
+ * Dummy function to invoke RPR's navigation operator "PREV".
+ * This is *not* a window function.
+ */
+Datum
+window_prev(PG_FUNCTION_ARGS)
+{
+ PG_RETURN_DATUM(PG_GETARG_DATUM(0));
+}
+
+/*
+ * next
+ * Dummy function to invoke RPR's navigation operation "NEXT".
+ * This is *not* a window function.
+ */
+Datum
+window_next(PG_FUNCTION_ARGS)
+{
+ PG_RETURN_DATUM(PG_GETARG_DATUM(0));
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index c92d0631a0..ebb017b015 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -10425,6 +10425,12 @@
{ oid => '3114', descr => 'fetch the Nth row value',
proname => 'nth_value', prokind => 'w', prorettype => 'anyelement',
proargtypes => 'anyelement int4', prosrc => 'window_nth_value' },
+{ oid => '6122', descr => 'previous value',
+ proname => 'prev', provolatile => 's', prorettype => 'anyelement',
+ proargtypes => 'anyelement', prosrc => 'window_prev' },
+{ oid => '6123', descr => 'next value',
+ proname => 'next', provolatile => 's', prorettype => 'anyelement',
+ proargtypes => 'anyelement', prosrc => 'window_next' },
# functions for range types
{ oid => '3832', descr => 'I/O',
diff --git a/src/include/nodes/execnodes.h b/src/include/nodes/execnodes.h
index 108d69ba28..28d098b1cf 100644
--- a/src/include/nodes/execnodes.h
+++ b/src/include/nodes/execnodes.h
@@ -2470,6 +2470,11 @@ typedef enum WindowAggStatus
* tuples during spool */
} WindowAggStatus;
+#define RF_NOT_DETERMINED 0
+#define RF_FRAME_HEAD 1
+#define RF_SKIPPED 2
+#define RF_UNMATCHED 3
+
typedef struct WindowAggState
{
ScanState ss; /* its first field is NodeTag */
@@ -2518,6 +2523,15 @@ typedef struct WindowAggState
int64 groupheadpos; /* current row's peer group head position */
int64 grouptailpos; /* " " " " tail position (group end+1) */
+ /* these fields are used in Row pattern recognition: */
+ RPSkipTo rpSkipTo; /* Row Pattern Skip To type */
+ List *patternVariableList; /* list of row pattern variables names (list of String) */
+ List *patternRegexpList; /* list of row pattern regular expressions ('+' or ''. list of String) */
+ List *defineVariableList; /* list of row pattern definition variables (list of String) */
+ List *defineClauseList; /* expression for row pattern definition
+ * search conditions ExprState list */
+ List *defineInitial; /* list of row pattern definition variable initials (list of String) */
+
MemoryContext partcontext; /* context for partition-lifespan data */
MemoryContext aggcontext; /* shared context for aggregate working data */
MemoryContext curaggcontext; /* current aggregate's working data */
@@ -2554,6 +2568,18 @@ typedef struct WindowAggState
TupleTableSlot *agg_row_slot;
TupleTableSlot *temp_slot_1;
TupleTableSlot *temp_slot_2;
+
+ /* temporary slots for RPR */
+ TupleTableSlot *prev_slot; /* PREV row navigation operator */
+ TupleTableSlot *next_slot; /* NEXT row navigation operator */
+ TupleTableSlot *null_slot; /* all NULL slot */
+
+ /*
+ * Each byte corresponds to a row positioned at absolute its pos in
+ * partition. See above definition for RF_*
+ */
+ char *reduced_frame_map;
+ int64 alloc_sz; /* size of the map */
} WindowAggState;
/* ----------------
--
2.25.1
From 4453c65595f60046b66f1e12931eeccf2d3df370 Mon Sep 17 00:00:00 2001
From: Tatsuo Ishii <ishii@postgresql.org>
Date: Sun, 22 Oct 2023 11:22:11 +0900
Subject: [PATCH v10 5/7] Row pattern recognition patch (docs).
---
doc/src/sgml/advanced.sgml | 80 ++++++++++++++++++++++++++++++++++++
doc/src/sgml/func.sgml | 54 ++++++++++++++++++++++++
doc/src/sgml/ref/select.sgml | 38 ++++++++++++++++-
3 files changed, 170 insertions(+), 2 deletions(-)
diff --git a/doc/src/sgml/advanced.sgml b/doc/src/sgml/advanced.sgml
index 755c9f1485..cf18dd887e 100644
--- a/doc/src/sgml/advanced.sgml
+++ b/doc/src/sgml/advanced.sgml
@@ -537,6 +537,86 @@ WHERE pos < 3;
<literal>rank</literal> less than 3.
</para>
+ <para>
+ Row pattern common syntax can be used to perform row pattern recognition
+ in a query. Row pattern common syntax includes two sub
+ clauses: <literal>DEFINE</literal>
+ and <literal>PATTERN</literal>. <literal>DEFINE</literal> defines
+ definition variables along with an expression. The expression must be a
+ logical expression, which means it must
+ return <literal>TRUE</literal>, <literal>FALSE</literal>
+ or <literal>NULL</literal>. The expression may comprise column references
+ and functions. Window functions, aggregate functions and subqueries are
+ not allowed. An example of <literal>DEFINE</literal> is as follows.
+
+<programlisting>
+DEFINE
+ LOWPRICE AS price <= 100,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+</programlisting>
+
+ Note that <function>PREV</function> returns the price column in the
+ previous row if it's called in a context of row pattern recognition. So in
+ the second line the definition variable "UP" is <literal>TRUE</literal>
+ when the price column in the current row is greater than the price column
+ in the previous row. Likewise, "DOWN" is <literal>TRUE</literal> when when
+ the price column in the current row is lower than the price column in the
+ previous row.
+ </para>
+ <para>
+ Once <literal>DEFINE</literal> exists, <literal>PATTERN</literal> can be
+ used. <literal>PATTERN</literal> defines a sequence of rows that satisfies
+ certain conditions. For example following <literal>PATTERN</literal>
+ defines that a row starts with the condition "LOWPRICE", then one or more
+ rows satisfy "UP" and finally one or more rows satisfy "DOWN". Note that
+ "+" means one or more matches. Also you can use "*", which means zero or
+ more matches. If a sequence of rows which satisfies the PATTERN is found,
+ in the starting row of the sequence of rows all window functions and
+ aggregates are shown in the target list. Note that aggregations only look
+ into the matched rows, rather than whole frame. In the second or
+ subsequent rows all window functions and aggregates are NULL. For rows
+ that do not match the PATTERN, all window functions and aggregates are
+ shown AS NULL too, except count which shows 0. This is because the
+ unmatched rows are in an empty frame. Example of
+ a <literal>SELECT</literal> using the <literal>DEFINE</literal>
+ and <literal>PATTERN</literal> clause is as follows.
+
+<programlisting>
+SELECT company, tdate, price,
+ first_value(price) OVER w,
+ max(price) OVER w,
+ count(price) OVER w
+FROM stock,
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP PAST LAST ROW
+ INITIAL
+ PATTERN (LOWPRICE UP+ DOWN+)
+ DEFINE
+ LOWPRICE AS price <= 100,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+</programlisting>
+<screen>
+ company | tdate | price | first_value | max | count
+----------+------------+-------+-------------+-----+-------
+ company1 | 2023-07-01 | 100 | 100 | 200 | 4
+ company1 | 2023-07-02 | 200 | | |
+ company1 | 2023-07-03 | 150 | | |
+ company1 | 2023-07-04 | 140 | | |
+ company1 | 2023-07-05 | 150 | | | 0
+ company1 | 2023-07-06 | 90 | 90 | 130 | 4
+ company1 | 2023-07-07 | 110 | | |
+ company1 | 2023-07-08 | 130 | | |
+ company1 | 2023-07-09 | 120 | | |
+ company1 | 2023-07-10 | 130 | | | 0
+</screen>
+ </para>
+
<para>
When a query involves multiple window functions, it is possible to write
out each one with a separate <literal>OVER</literal> clause, but this is
diff --git a/doc/src/sgml/func.sgml b/doc/src/sgml/func.sgml
index 7c3e940afe..1d835af15a 100644
--- a/doc/src/sgml/func.sgml
+++ b/doc/src/sgml/func.sgml
@@ -21878,6 +21878,7 @@ SELECT count(*) FROM sometable;
returns <literal>NULL</literal> if there is no such row.
</para></entry>
</row>
+
</tbody>
</tgroup>
</table>
@@ -21917,6 +21918,59 @@ SELECT count(*) FROM sometable;
Other frame specifications can be used to obtain other effects.
</para>
+ <para>
+ Row pattern recognition navigation functions are listed in
+ <xref linkend="functions-rpr-navigation-table"/>. These functions
+ can be used to describe DEFINE clause of Row pattern recognition.
+ </para>
+
+ <table id="functions-rpr-navigation-table">
+ <title>Row Pattern Navigation Functions</title>
+ <tgroup cols="1">
+ <thead>
+ <row>
+ <entry role="func_table_entry"><para role="func_signature">
+ Function
+ </para>
+ <para>
+ Description
+ </para></entry>
+ </row>
+ </thead>
+
+ <tbody>
+ <row>
+ <entry role="func_table_entry"><para role="func_signature">
+ <indexterm>
+ <primary>prev</primary>
+ </indexterm>
+ <function>prev</function> ( <parameter>value</parameter> <type>anyelement</type> )
+ <returnvalue>anyelement</returnvalue>
+ </para>
+ <para>
+ Returns the column value at the previous row;
+ returns NULL if there is no previous row in the window frame.
+ </para></entry>
+ </row>
+
+ <row>
+ <entry role="func_table_entry"><para role="func_signature">
+ <indexterm>
+ <primary>next</primary>
+ </indexterm>
+ <function>next</function> ( <parameter>value</parameter> <type>anyelement</type> )
+ <returnvalue>anyelement</returnvalue>
+ </para>
+ <para>
+ Returns the column value at the next row;
+ returns NULL if there is no next row in the window frame.
+ </para></entry>
+ </row>
+
+ </tbody>
+ </tgroup>
+ </table>
+
<note>
<para>
The SQL standard defines a <literal>RESPECT NULLS</literal> or
diff --git a/doc/src/sgml/ref/select.sgml b/doc/src/sgml/ref/select.sgml
index 42d78913cf..522ad9dd70 100644
--- a/doc/src/sgml/ref/select.sgml
+++ b/doc/src/sgml/ref/select.sgml
@@ -969,8 +969,8 @@ WINDOW <replaceable class="parameter">window_name</replaceable> AS ( <replaceabl
The <replaceable class="parameter">frame_clause</replaceable> can be one of
<synopsis>
-{ RANGE | ROWS | GROUPS } <replaceable>frame_start</replaceable> [ <replaceable>frame_exclusion</replaceable> ]
-{ RANGE | ROWS | GROUPS } BETWEEN <replaceable>frame_start</replaceable> AND <replaceable>frame_end</replaceable> [
<replaceable>frame_exclusion</replaceable>]
+{ RANGE | ROWS | GROUPS } <replaceable>frame_start</replaceable> [ <replaceable>frame_exclusion</replaceable> ]
[row_pattern_common_syntax]
+{ RANGE | ROWS | GROUPS } BETWEEN <replaceable>frame_start</replaceable> AND <replaceable>frame_end</replaceable> [
<replaceable>frame_exclusion</replaceable>] [row_pattern_common_syntax]
</synopsis>
where <replaceable>frame_start</replaceable>
@@ -1077,6 +1077,40 @@ EXCLUDE NO OTHERS
a given peer group will be in the frame or excluded from it.
</para>
+ <para>
+ The
+ optional <replaceable class="parameter">row_pattern_common_syntax</replaceable>
+ defines the <firstterm>row pattern recognition condition</firstterm> for
+ this
+ window. <replaceable class="parameter">row_pattern_common_syntax</replaceable>
+ includes following subclauses. <literal>AFTER MATCH SKIP PAST LAST
+ ROW</literal> or <literal>AFTER MATCH SKIP TO NEXT ROW</literal> controls
+ how to proceed to next row position after a match
+ found. With <literal>AFTER MATCH SKIP PAST LAST ROW</literal> (the
+ default) next row position is next to the last row of previous match. On
+ the other hand, with <literal>AFTER MATCH SKIP TO NEXT ROW</literal> next
+ row position is always next to the last row of previous
+ match. <literal>DEFINE</literal> defines definition variables along with a
+ boolean expression. <literal>PATTERN</literal> defines a sequence of rows
+ that satisfies certain conditions using variables defined
+ in <literal>DEFINE</literal> clause. If the variable is not defined in
+ the <literal>DEFINE</literal> clause, it is implicitly assumed
+ following is defined in the <literal>DEFINE</literal> clause.
+
+<synopsis>
+<literal>variable_name</literal> AS TRUE
+</synopsis>
+
+ Note that the maximu number of variables defined
+ in <literal>DEFINE</literal> clause is 26.
+
+<synopsis>
+[ AFTER MATCH SKIP PAST LAST ROW | AFTER MATCH SKIP TO NEXT ROW ]
+PATTERN <replaceable class="parameter">pattern_variable_name</replaceable>[+] [, ...]
+DEFINE <replaceable class="parameter">definition_varible_name</replaceable> AS <replaceable
class="parameter">expression</replaceable>[, ...]
+</synopsis>
+ </para>
+
<para>
The purpose of a <literal>WINDOW</literal> clause is to specify the
behavior of <firstterm>window functions</firstterm> appearing in the query's
--
2.25.1
From 0beaaf68af6f0123f6df091c2b0e5ee2d601d187 Mon Sep 17 00:00:00 2001
From: Tatsuo Ishii <ishii@postgresql.org>
Date: Sun, 22 Oct 2023 11:22:11 +0900
Subject: [PATCH v10 6/7] Row pattern recognition patch (tests).
---
src/test/regress/expected/rpr.out | 709 +++++++++++++++++++++++++++++
src/test/regress/parallel_schedule | 2 +-
src/test/regress/sql/rpr.sql | 338 ++++++++++++++
3 files changed, 1048 insertions(+), 1 deletion(-)
create mode 100644 src/test/regress/expected/rpr.out
create mode 100644 src/test/regress/sql/rpr.sql
diff --git a/src/test/regress/expected/rpr.out b/src/test/regress/expected/rpr.out
new file mode 100644
index 0000000000..8f8254d3b2
--- /dev/null
+++ b/src/test/regress/expected/rpr.out
@@ -0,0 +1,709 @@
+--
+-- Test for row pattern definition clause
+--
+CREATE TEMP TABLE stock (
+ company TEXT,
+ tdate DATE,
+ price INTEGER
+);
+INSERT INTO stock VALUES ('company1', '2023-07-01', 100);
+INSERT INTO stock VALUES ('company1', '2023-07-02', 200);
+INSERT INTO stock VALUES ('company1', '2023-07-03', 150);
+INSERT INTO stock VALUES ('company1', '2023-07-04', 140);
+INSERT INTO stock VALUES ('company1', '2023-07-05', 150);
+INSERT INTO stock VALUES ('company1', '2023-07-06', 90);
+INSERT INTO stock VALUES ('company1', '2023-07-07', 110);
+INSERT INTO stock VALUES ('company1', '2023-07-08', 130);
+INSERT INTO stock VALUES ('company1', '2023-07-09', 120);
+INSERT INTO stock VALUES ('company1', '2023-07-10', 130);
+INSERT INTO stock VALUES ('company2', '2023-07-01', 50);
+INSERT INTO stock VALUES ('company2', '2023-07-02', 2000);
+INSERT INTO stock VALUES ('company2', '2023-07-03', 1500);
+INSERT INTO stock VALUES ('company2', '2023-07-04', 1400);
+INSERT INTO stock VALUES ('company2', '2023-07-05', 1500);
+INSERT INTO stock VALUES ('company2', '2023-07-06', 60);
+INSERT INTO stock VALUES ('company2', '2023-07-07', 1100);
+INSERT INTO stock VALUES ('company2', '2023-07-08', 1300);
+INSERT INTO stock VALUES ('company2', '2023-07-09', 1200);
+INSERT INTO stock VALUES ('company2', '2023-07-10', 1300);
+SELECT * FROM stock;
+ company | tdate | price
+----------+------------+-------
+ company1 | 07-01-2023 | 100
+ company1 | 07-02-2023 | 200
+ company1 | 07-03-2023 | 150
+ company1 | 07-04-2023 | 140
+ company1 | 07-05-2023 | 150
+ company1 | 07-06-2023 | 90
+ company1 | 07-07-2023 | 110
+ company1 | 07-08-2023 | 130
+ company1 | 07-09-2023 | 120
+ company1 | 07-10-2023 | 130
+ company2 | 07-01-2023 | 50
+ company2 | 07-02-2023 | 2000
+ company2 | 07-03-2023 | 1500
+ company2 | 07-04-2023 | 1400
+ company2 | 07-05-2023 | 1500
+ company2 | 07-06-2023 | 60
+ company2 | 07-07-2023 | 1100
+ company2 | 07-08-2023 | 1300
+ company2 | 07-09-2023 | 1200
+ company2 | 07-10-2023 | 1300
+(20 rows)
+
+-- basic test using PREV
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value | nth_second
+----------+------------+-------+-------------+------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 140 | 07-02-2023
+ company1 | 07-02-2023 | 200 | | |
+ company1 | 07-03-2023 | 150 | | |
+ company1 | 07-04-2023 | 140 | | |
+ company1 | 07-05-2023 | 150 | | |
+ company1 | 07-06-2023 | 90 | 90 | 120 | 07-07-2023
+ company1 | 07-07-2023 | 110 | | |
+ company1 | 07-08-2023 | 130 | | |
+ company1 | 07-09-2023 | 120 | | |
+ company1 | 07-10-2023 | 130 | | |
+ company2 | 07-01-2023 | 50 | 50 | 1400 | 07-02-2023
+ company2 | 07-02-2023 | 2000 | | |
+ company2 | 07-03-2023 | 1500 | | |
+ company2 | 07-04-2023 | 1400 | | |
+ company2 | 07-05-2023 | 1500 | | |
+ company2 | 07-06-2023 | 60 | 60 | 1200 | 07-07-2023
+ company2 | 07-07-2023 | 1100 | | |
+ company2 | 07-08-2023 | 1300 | | |
+ company2 | 07-09-2023 | 1200 | | |
+ company2 | 07-10-2023 | 1300 | | |
+(20 rows)
+
+-- basic test using PREV. UP appears twice
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+ UP+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value | nth_second
+----------+------------+-------+-------------+------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 150 | 07-02-2023
+ company1 | 07-02-2023 | 200 | | |
+ company1 | 07-03-2023 | 150 | | |
+ company1 | 07-04-2023 | 140 | | |
+ company1 | 07-05-2023 | 150 | | |
+ company1 | 07-06-2023 | 90 | 90 | 130 | 07-07-2023
+ company1 | 07-07-2023 | 110 | | |
+ company1 | 07-08-2023 | 130 | | |
+ company1 | 07-09-2023 | 120 | | |
+ company1 | 07-10-2023 | 130 | | |
+ company2 | 07-01-2023 | 50 | 50 | 1500 | 07-02-2023
+ company2 | 07-02-2023 | 2000 | | |
+ company2 | 07-03-2023 | 1500 | | |
+ company2 | 07-04-2023 | 1400 | | |
+ company2 | 07-05-2023 | 1500 | | |
+ company2 | 07-06-2023 | 60 | 60 | 1300 | 07-07-2023
+ company2 | 07-07-2023 | 1100 | | |
+ company2 | 07-08-2023 | 1300 | | |
+ company2 | 07-09-2023 | 1200 | | |
+ company2 | 07-10-2023 | 1300 | | |
+(20 rows)
+
+-- basic test using PREV. Use '*'
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP* DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value | nth_second
+----------+------------+-------+-------------+------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 140 | 07-02-2023
+ company1 | 07-02-2023 | 200 | | |
+ company1 | 07-03-2023 | 150 | | |
+ company1 | 07-04-2023 | 140 | | |
+ company1 | 07-05-2023 | 150 | 150 | 90 | 07-06-2023
+ company1 | 07-06-2023 | 90 | | |
+ company1 | 07-07-2023 | 110 | 110 | 120 | 07-08-2023
+ company1 | 07-08-2023 | 130 | | |
+ company1 | 07-09-2023 | 120 | | |
+ company1 | 07-10-2023 | 130 | | |
+ company2 | 07-01-2023 | 50 | 50 | 1400 | 07-02-2023
+ company2 | 07-02-2023 | 2000 | | |
+ company2 | 07-03-2023 | 1500 | | |
+ company2 | 07-04-2023 | 1400 | | |
+ company2 | 07-05-2023 | 1500 | 1500 | 60 | 07-06-2023
+ company2 | 07-06-2023 | 60 | | |
+ company2 | 07-07-2023 | 1100 | 1100 | 1200 | 07-08-2023
+ company2 | 07-08-2023 | 1300 | | |
+ company2 | 07-09-2023 | 1200 | | |
+ company2 | 07-10-2023 | 1300 | | |
+(20 rows)
+
+-- last_value() should remain consistent
+SELECT company, tdate, price, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | last_value
+----------+------------+-------+------------
+ company1 | 07-01-2023 | 100 | 140
+ company1 | 07-02-2023 | 200 |
+ company1 | 07-03-2023 | 150 |
+ company1 | 07-04-2023 | 140 |
+ company1 | 07-05-2023 | 150 |
+ company1 | 07-06-2023 | 90 | 120
+ company1 | 07-07-2023 | 110 |
+ company1 | 07-08-2023 | 130 |
+ company1 | 07-09-2023 | 120 |
+ company1 | 07-10-2023 | 130 |
+ company2 | 07-01-2023 | 50 | 1400
+ company2 | 07-02-2023 | 2000 |
+ company2 | 07-03-2023 | 1500 |
+ company2 | 07-04-2023 | 1400 |
+ company2 | 07-05-2023 | 1500 |
+ company2 | 07-06-2023 | 60 | 1200
+ company2 | 07-07-2023 | 1100 |
+ company2 | 07-08-2023 | 1300 |
+ company2 | 07-09-2023 | 1200 |
+ company2 | 07-10-2023 | 1300 |
+(20 rows)
+
+-- omit "START" in DEFINE but it is ok because "START AS TRUE" is
+-- implicitly defined. per spec.
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value | nth_second
+----------+------------+-------+-------------+------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 140 | 07-02-2023
+ company1 | 07-02-2023 | 200 | | |
+ company1 | 07-03-2023 | 150 | | |
+ company1 | 07-04-2023 | 140 | | |
+ company1 | 07-05-2023 | 150 | | |
+ company1 | 07-06-2023 | 90 | 90 | 120 | 07-07-2023
+ company1 | 07-07-2023 | 110 | | |
+ company1 | 07-08-2023 | 130 | | |
+ company1 | 07-09-2023 | 120 | | |
+ company1 | 07-10-2023 | 130 | | |
+ company2 | 07-01-2023 | 50 | 50 | 1400 | 07-02-2023
+ company2 | 07-02-2023 | 2000 | | |
+ company2 | 07-03-2023 | 1500 | | |
+ company2 | 07-04-2023 | 1400 | | |
+ company2 | 07-05-2023 | 1500 | | |
+ company2 | 07-06-2023 | 60 | 60 | 1200 | 07-07-2023
+ company2 | 07-07-2023 | 1100 | | |
+ company2 | 07-08-2023 | 1300 | | |
+ company2 | 07-09-2023 | 1200 | | |
+ company2 | 07-10-2023 | 1300 | | |
+(20 rows)
+
+-- the first row start with less than or equal to 100
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (LOWPRICE UP+ DOWN+)
+ DEFINE
+ LOWPRICE AS price <= 100,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value
+----------+------------+-------+-------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 140
+ company1 | 07-02-2023 | 200 | |
+ company1 | 07-03-2023 | 150 | |
+ company1 | 07-04-2023 | 140 | |
+ company1 | 07-05-2023 | 150 | |
+ company1 | 07-06-2023 | 90 | 90 | 120
+ company1 | 07-07-2023 | 110 | |
+ company1 | 07-08-2023 | 130 | |
+ company1 | 07-09-2023 | 120 | |
+ company1 | 07-10-2023 | 130 | |
+ company2 | 07-01-2023 | 50 | 50 | 1400
+ company2 | 07-02-2023 | 2000 | |
+ company2 | 07-03-2023 | 1500 | |
+ company2 | 07-04-2023 | 1400 | |
+ company2 | 07-05-2023 | 1500 | |
+ company2 | 07-06-2023 | 60 | 60 | 1200
+ company2 | 07-07-2023 | 1100 | |
+ company2 | 07-08-2023 | 1300 | |
+ company2 | 07-09-2023 | 1200 | |
+ company2 | 07-10-2023 | 1300 | |
+(20 rows)
+
+-- second row raises 120%
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (LOWPRICE UP+ DOWN+)
+ DEFINE
+ LOWPRICE AS price <= 100,
+ UP AS price > PREV(price) * 1.2,
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value
+----------+------------+-------+-------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 140
+ company1 | 07-02-2023 | 200 | |
+ company1 | 07-03-2023 | 150 | |
+ company1 | 07-04-2023 | 140 | |
+ company1 | 07-05-2023 | 150 | |
+ company1 | 07-06-2023 | 90 | |
+ company1 | 07-07-2023 | 110 | |
+ company1 | 07-08-2023 | 130 | |
+ company1 | 07-09-2023 | 120 | |
+ company1 | 07-10-2023 | 130 | |
+ company2 | 07-01-2023 | 50 | 50 | 1400
+ company2 | 07-02-2023 | 2000 | |
+ company2 | 07-03-2023 | 1500 | |
+ company2 | 07-04-2023 | 1400 | |
+ company2 | 07-05-2023 | 1500 | |
+ company2 | 07-06-2023 | 60 | |
+ company2 | 07-07-2023 | 1100 | |
+ company2 | 07-08-2023 | 1300 | |
+ company2 | 07-09-2023 | 1200 | |
+ company2 | 07-10-2023 | 1300 | |
+(20 rows)
+
+-- using NEXT
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UPDOWN)
+ DEFINE
+ START AS TRUE,
+ UPDOWN AS price > PREV(price) AND price > NEXT(price)
+);
+ company | tdate | price | first_value | last_value
+----------+------------+-------+-------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 200
+ company1 | 07-02-2023 | 200 | |
+ company1 | 07-03-2023 | 150 | |
+ company1 | 07-04-2023 | 140 | 140 | 150
+ company1 | 07-05-2023 | 150 | |
+ company1 | 07-06-2023 | 90 | |
+ company1 | 07-07-2023 | 110 | 110 | 130
+ company1 | 07-08-2023 | 130 | |
+ company1 | 07-09-2023 | 120 | |
+ company1 | 07-10-2023 | 130 | |
+ company2 | 07-01-2023 | 50 | 50 | 2000
+ company2 | 07-02-2023 | 2000 | |
+ company2 | 07-03-2023 | 1500 | |
+ company2 | 07-04-2023 | 1400 | 1400 | 1500
+ company2 | 07-05-2023 | 1500 | |
+ company2 | 07-06-2023 | 60 | |
+ company2 | 07-07-2023 | 1100 | 1100 | 1300
+ company2 | 07-08-2023 | 1300 | |
+ company2 | 07-09-2023 | 1200 | |
+ company2 | 07-10-2023 | 1300 | |
+(20 rows)
+
+-- using AFTER MATCH SKIP TO NEXT ROW
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP TO NEXT ROW
+ INITIAL
+ PATTERN (START UPDOWN)
+ DEFINE
+ START AS TRUE,
+ UPDOWN AS price > PREV(price) AND price > NEXT(price)
+);
+ company | tdate | price | first_value | last_value
+----------+------------+-------+-------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 200
+ company1 | 07-02-2023 | 200 | |
+ company1 | 07-03-2023 | 150 | |
+ company1 | 07-04-2023 | 140 | 140 | 150
+ company1 | 07-05-2023 | 150 | |
+ company1 | 07-06-2023 | 90 | |
+ company1 | 07-07-2023 | 110 | 110 | 130
+ company1 | 07-08-2023 | 130 | |
+ company1 | 07-09-2023 | 120 | |
+ company1 | 07-10-2023 | 130 | |
+ company2 | 07-01-2023 | 50 | 50 | 2000
+ company2 | 07-02-2023 | 2000 | |
+ company2 | 07-03-2023 | 1500 | |
+ company2 | 07-04-2023 | 1400 | 1400 | 1500
+ company2 | 07-05-2023 | 1500 | |
+ company2 | 07-06-2023 | 60 | |
+ company2 | 07-07-2023 | 1100 | 1100 | 1300
+ company2 | 07-08-2023 | 1300 | |
+ company2 | 07-09-2023 | 1200 | |
+ company2 | 07-10-2023 | 1300 | |
+(20 rows)
+
+-- match everything
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP PAST LAST ROW
+ INITIAL
+ PATTERN (A+)
+ DEFINE
+ A AS TRUE
+);
+ company | tdate | price | first_value | last_value
+----------+------------+-------+-------------+------------
+ company1 | 07-01-2023 | 100 | 100 | 130
+ company1 | 07-02-2023 | 200 | |
+ company1 | 07-03-2023 | 150 | |
+ company1 | 07-04-2023 | 140 | |
+ company1 | 07-05-2023 | 150 | |
+ company1 | 07-06-2023 | 90 | |
+ company1 | 07-07-2023 | 110 | |
+ company1 | 07-08-2023 | 130 | |
+ company1 | 07-09-2023 | 120 | |
+ company1 | 07-10-2023 | 130 | |
+ company2 | 07-01-2023 | 50 | 50 | 1300
+ company2 | 07-02-2023 | 2000 | |
+ company2 | 07-03-2023 | 1500 | |
+ company2 | 07-04-2023 | 1400 | |
+ company2 | 07-05-2023 | 1500 | |
+ company2 | 07-06-2023 | 60 | |
+ company2 | 07-07-2023 | 1100 | |
+ company2 | 07-08-2023 | 1300 | |
+ company2 | 07-09-2023 | 1200 | |
+ company2 | 07-10-2023 | 1300 | |
+(20 rows)
+
+-- backtracking with reclassification of rows
+-- using AFTER MATCH SKIP PAST LAST ROW
+SELECT company, tdate, price, first_value(tdate) OVER w, last_value(tdate) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP PAST LAST ROW
+ INITIAL
+ PATTERN (A+ B+)
+ DEFINE
+ A AS price > 100,
+ B AS price > 100
+);
+ company | tdate | price | first_value | last_value
+----------+------------+-------+-------------+------------
+ company1 | 07-01-2023 | 100 | |
+ company1 | 07-02-2023 | 200 | 07-02-2023 | 07-05-2023
+ company1 | 07-03-2023 | 150 | |
+ company1 | 07-04-2023 | 140 | |
+ company1 | 07-05-2023 | 150 | |
+ company1 | 07-06-2023 | 90 | |
+ company1 | 07-07-2023 | 110 | 07-07-2023 | 07-10-2023
+ company1 | 07-08-2023 | 130 | |
+ company1 | 07-09-2023 | 120 | |
+ company1 | 07-10-2023 | 130 | |
+ company2 | 07-01-2023 | 50 | |
+ company2 | 07-02-2023 | 2000 | 07-02-2023 | 07-05-2023
+ company2 | 07-03-2023 | 1500 | |
+ company2 | 07-04-2023 | 1400 | |
+ company2 | 07-05-2023 | 1500 | |
+ company2 | 07-06-2023 | 60 | |
+ company2 | 07-07-2023 | 1100 | 07-07-2023 | 07-10-2023
+ company2 | 07-08-2023 | 1300 | |
+ company2 | 07-09-2023 | 1200 | |
+ company2 | 07-10-2023 | 1300 | |
+(20 rows)
+
+-- backtracking with reclassification of rows
+-- using AFTER MATCH SKIP TO NEXT ROW
+SELECT company, tdate, price, first_value(tdate) OVER w, last_value(tdate) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP TO NEXT ROW
+ INITIAL
+ PATTERN (A+ B+)
+ DEFINE
+ A AS price > 100,
+ B AS price > 100
+);
+ company | tdate | price | first_value | last_value
+----------+------------+-------+-------------+------------
+ company1 | 07-01-2023 | 100 | |
+ company1 | 07-02-2023 | 200 | 07-02-2023 | 07-05-2023
+ company1 | 07-03-2023 | 150 | 07-03-2023 | 07-05-2023
+ company1 | 07-04-2023 | 140 | 07-04-2023 | 07-05-2023
+ company1 | 07-05-2023 | 150 | |
+ company1 | 07-06-2023 | 90 | |
+ company1 | 07-07-2023 | 110 | 07-07-2023 | 07-10-2023
+ company1 | 07-08-2023 | 130 | 07-08-2023 | 07-10-2023
+ company1 | 07-09-2023 | 120 | 07-09-2023 | 07-10-2023
+ company1 | 07-10-2023 | 130 | |
+ company2 | 07-01-2023 | 50 | |
+ company2 | 07-02-2023 | 2000 | 07-02-2023 | 07-05-2023
+ company2 | 07-03-2023 | 1500 | 07-03-2023 | 07-05-2023
+ company2 | 07-04-2023 | 1400 | 07-04-2023 | 07-05-2023
+ company2 | 07-05-2023 | 1500 | |
+ company2 | 07-06-2023 | 60 | |
+ company2 | 07-07-2023 | 1100 | 07-07-2023 | 07-10-2023
+ company2 | 07-08-2023 | 1300 | 07-08-2023 | 07-10-2023
+ company2 | 07-09-2023 | 1200 | 07-09-2023 | 07-10-2023
+ company2 | 07-10-2023 | 1300 | |
+(20 rows)
+
+-- ROWS BETWEEN CURRENT ROW AND offset FOLLOWING
+SELECT company, tdate, price, first_value(tdate) OVER w, last_value(tdate) OVER w,
+ count(*) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND 2 FOLLOWING
+ AFTER MATCH SKIP PAST LAST ROW
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value | count
+----------+------------+-------+-------------+------------+-------
+ company1 | 07-01-2023 | 100 | 07-01-2023 | 07-03-2023 | 3
+ company1 | 07-02-2023 | 200 | | |
+ company1 | 07-03-2023 | 150 | | |
+ company1 | 07-04-2023 | 140 | 07-04-2023 | 07-06-2023 | 3
+ company1 | 07-05-2023 | 150 | | |
+ company1 | 07-06-2023 | 90 | | |
+ company1 | 07-07-2023 | 110 | 07-07-2023 | 07-09-2023 | 3
+ company1 | 07-08-2023 | 130 | | |
+ company1 | 07-09-2023 | 120 | | |
+ company1 | 07-10-2023 | 130 | | | 0
+ company2 | 07-01-2023 | 50 | 07-01-2023 | 07-03-2023 | 3
+ company2 | 07-02-2023 | 2000 | | |
+ company2 | 07-03-2023 | 1500 | | |
+ company2 | 07-04-2023 | 1400 | 07-04-2023 | 07-06-2023 | 3
+ company2 | 07-05-2023 | 1500 | | |
+ company2 | 07-06-2023 | 60 | | |
+ company2 | 07-07-2023 | 1100 | 07-07-2023 | 07-09-2023 | 3
+ company2 | 07-08-2023 | 1300 | | |
+ company2 | 07-09-2023 | 1200 | | |
+ company2 | 07-10-2023 | 1300 | | | 0
+(20 rows)
+
+--
+-- Aggregates
+--
+-- using AFTER MATCH SKIP PAST LAST ROW
+SELECT company, tdate, price,
+ first_value(price) OVER w,
+ last_value(price) OVER w,
+ max(price) OVER w,
+ min(price) OVER w,
+ sum(price) OVER w,
+ avg(price) OVER w,
+ count(price) OVER w
+FROM stock
+WINDOW w AS (
+PARTITION BY company
+ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+AFTER MATCH SKIP PAST LAST ROW
+INITIAL
+PATTERN (START UP+ DOWN+)
+DEFINE
+START AS TRUE,
+UP AS price > PREV(price),
+DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value | max | min | sum | avg | count
+----------+------------+-------+-------------+------------+------+-----+------+-----------------------+-------
+ company1 | 07-01-2023 | 100 | 100 | 140 | 200 | 100 | 590 | 147.5000000000000000 | 4
+ company1 | 07-02-2023 | 200 | | | | | | |
+ company1 | 07-03-2023 | 150 | | | | | | |
+ company1 | 07-04-2023 | 140 | | | | | | |
+ company1 | 07-05-2023 | 150 | | | | | | | 0
+ company1 | 07-06-2023 | 90 | 90 | 120 | 130 | 90 | 450 | 112.5000000000000000 | 4
+ company1 | 07-07-2023 | 110 | | | | | | |
+ company1 | 07-08-2023 | 130 | | | | | | |
+ company1 | 07-09-2023 | 120 | | | | | | |
+ company1 | 07-10-2023 | 130 | | | | | | | 0
+ company2 | 07-01-2023 | 50 | 50 | 1400 | 2000 | 50 | 4950 | 1237.5000000000000000 | 4
+ company2 | 07-02-2023 | 2000 | | | | | | |
+ company2 | 07-03-2023 | 1500 | | | | | | |
+ company2 | 07-04-2023 | 1400 | | | | | | |
+ company2 | 07-05-2023 | 1500 | | | | | | | 0
+ company2 | 07-06-2023 | 60 | 60 | 1200 | 1300 | 60 | 3660 | 915.0000000000000000 | 4
+ company2 | 07-07-2023 | 1100 | | | | | | |
+ company2 | 07-08-2023 | 1300 | | | | | | |
+ company2 | 07-09-2023 | 1200 | | | | | | |
+ company2 | 07-10-2023 | 1300 | | | | | | | 0
+(20 rows)
+
+-- using AFTER MATCH SKIP TO NEXT ROW
+SELECT company, tdate, price,
+ first_value(price) OVER w,
+ last_value(price) OVER w,
+ max(price) OVER w,
+ min(price) OVER w,
+ sum(price) OVER w,
+ avg(price) OVER w,
+ count(price) OVER w
+FROM stock
+WINDOW w AS (
+PARTITION BY company
+ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+AFTER MATCH SKIP TO NEXT ROW
+INITIAL
+PATTERN (START UP+ DOWN+)
+DEFINE
+START AS TRUE,
+UP AS price > PREV(price),
+DOWN AS price < PREV(price)
+);
+ company | tdate | price | first_value | last_value | max | min | sum | avg | count
+----------+------------+-------+-------------+------------+------+------+------+-----------------------+-------
+ company1 | 07-01-2023 | 100 | 100 | 140 | 200 | 100 | 590 | 147.5000000000000000 | 4
+ company1 | 07-02-2023 | 200 | | | | | | | 0
+ company1 | 07-03-2023 | 150 | | | | | | | 0
+ company1 | 07-04-2023 | 140 | 140 | 90 | 150 | 90 | 380 | 126.6666666666666667 | 3
+ company1 | 07-05-2023 | 150 | | | | | | | 0
+ company1 | 07-06-2023 | 90 | 90 | 120 | 130 | 90 | 450 | 112.5000000000000000 | 4
+ company1 | 07-07-2023 | 110 | 110 | 120 | 130 | 110 | 360 | 120.0000000000000000 | 3
+ company1 | 07-08-2023 | 130 | | | | | | | 0
+ company1 | 07-09-2023 | 120 | | | | | | | 0
+ company1 | 07-10-2023 | 130 | | | | | | | 0
+ company2 | 07-01-2023 | 50 | 50 | 1400 | 2000 | 50 | 4950 | 1237.5000000000000000 | 4
+ company2 | 07-02-2023 | 2000 | | | | | | | 0
+ company2 | 07-03-2023 | 1500 | | | | | | | 0
+ company2 | 07-04-2023 | 1400 | 1400 | 60 | 1500 | 60 | 2960 | 986.6666666666666667 | 3
+ company2 | 07-05-2023 | 1500 | | | | | | | 0
+ company2 | 07-06-2023 | 60 | 60 | 1200 | 1300 | 60 | 3660 | 915.0000000000000000 | 4
+ company2 | 07-07-2023 | 1100 | 1100 | 1200 | 1300 | 1100 | 3600 | 1200.0000000000000000 | 3
+ company2 | 07-08-2023 | 1300 | | | | | | | 0
+ company2 | 07-09-2023 | 1200 | | | | | | | 0
+ company2 | 07-10-2023 | 1300 | | | | | | | 0
+(20 rows)
+
+--
+-- Error cases
+--
+-- row pattern definition variable name must not appear more than once
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ ORDER BY tdate
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price),
+ UP AS price > PREV(price)
+);
+ERROR: syntax error at or near "ORDER"
+LINE 6: ORDER BY tdate
+ ^
+-- pattern variable name must appear in DEFINE
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+ END)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ERROR: syntax error at or near "END"
+LINE 8: PATTERN (START UP+ DOWN+ END)
+ ^
+-- FRAME must start at current row when row patttern recognition is used
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ERROR: FRAME must start at current row when row patttern recognition is used
+-- SEEK is not supported
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP TO NEXT ROW
+ SEEK
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+ERROR: SEEK is not supported
+LINE 8: SEEK
+ ^
+HINT: Use INITIAL.
diff --git a/src/test/regress/parallel_schedule b/src/test/regress/parallel_schedule
index 4df9d8503b..896531002b 100644
--- a/src/test/regress/parallel_schedule
+++ b/src/test/regress/parallel_schedule
@@ -98,7 +98,7 @@ test: publication subscription
# Another group of parallel tests
# select_views depends on create_view
# ----------
-test: select_views portals_p2 foreign_key cluster dependency guc bitmapops combocid tsearch tsdicts foreign_data
windowxmlmap functional_deps advisory_lock indirect_toast equivclass
+test: select_views portals_p2 foreign_key cluster dependency guc bitmapops combocid tsearch tsdicts foreign_data
windowxmlmap functional_deps advisory_lock indirect_toast equivclass rpr
# ----------
# Another group of parallel tests (JSON related)
diff --git a/src/test/regress/sql/rpr.sql b/src/test/regress/sql/rpr.sql
new file mode 100644
index 0000000000..38309652f9
--- /dev/null
+++ b/src/test/regress/sql/rpr.sql
@@ -0,0 +1,338 @@
+--
+-- Test for row pattern definition clause
+--
+
+CREATE TEMP TABLE stock (
+ company TEXT,
+ tdate DATE,
+ price INTEGER
+);
+INSERT INTO stock VALUES ('company1', '2023-07-01', 100);
+INSERT INTO stock VALUES ('company1', '2023-07-02', 200);
+INSERT INTO stock VALUES ('company1', '2023-07-03', 150);
+INSERT INTO stock VALUES ('company1', '2023-07-04', 140);
+INSERT INTO stock VALUES ('company1', '2023-07-05', 150);
+INSERT INTO stock VALUES ('company1', '2023-07-06', 90);
+INSERT INTO stock VALUES ('company1', '2023-07-07', 110);
+INSERT INTO stock VALUES ('company1', '2023-07-08', 130);
+INSERT INTO stock VALUES ('company1', '2023-07-09', 120);
+INSERT INTO stock VALUES ('company1', '2023-07-10', 130);
+INSERT INTO stock VALUES ('company2', '2023-07-01', 50);
+INSERT INTO stock VALUES ('company2', '2023-07-02', 2000);
+INSERT INTO stock VALUES ('company2', '2023-07-03', 1500);
+INSERT INTO stock VALUES ('company2', '2023-07-04', 1400);
+INSERT INTO stock VALUES ('company2', '2023-07-05', 1500);
+INSERT INTO stock VALUES ('company2', '2023-07-06', 60);
+INSERT INTO stock VALUES ('company2', '2023-07-07', 1100);
+INSERT INTO stock VALUES ('company2', '2023-07-08', 1300);
+INSERT INTO stock VALUES ('company2', '2023-07-09', 1200);
+INSERT INTO stock VALUES ('company2', '2023-07-10', 1300);
+
+SELECT * FROM stock;
+
+-- basic test using PREV
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- basic test using PREV. UP appears twice
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+ UP+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- basic test using PREV. Use '*'
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP* DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- last_value() should remain consistent
+SELECT company, tdate, price, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- omit "START" in DEFINE but it is ok because "START AS TRUE" is
+-- implicitly defined. per spec.
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w,
+ nth_value(tdate, 2) OVER w AS nth_second
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- the first row start with less than or equal to 100
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (LOWPRICE UP+ DOWN+)
+ DEFINE
+ LOWPRICE AS price <= 100,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- second row raises 120%
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (LOWPRICE UP+ DOWN+)
+ DEFINE
+ LOWPRICE AS price <= 100,
+ UP AS price > PREV(price) * 1.2,
+ DOWN AS price < PREV(price)
+);
+
+-- using NEXT
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UPDOWN)
+ DEFINE
+ START AS TRUE,
+ UPDOWN AS price > PREV(price) AND price > NEXT(price)
+);
+
+-- using AFTER MATCH SKIP TO NEXT ROW
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP TO NEXT ROW
+ INITIAL
+ PATTERN (START UPDOWN)
+ DEFINE
+ START AS TRUE,
+ UPDOWN AS price > PREV(price) AND price > NEXT(price)
+);
+
+-- match everything
+
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP PAST LAST ROW
+ INITIAL
+ PATTERN (A+)
+ DEFINE
+ A AS TRUE
+);
+
+-- backtracking with reclassification of rows
+-- using AFTER MATCH SKIP PAST LAST ROW
+SELECT company, tdate, price, first_value(tdate) OVER w, last_value(tdate) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP PAST LAST ROW
+ INITIAL
+ PATTERN (A+ B+)
+ DEFINE
+ A AS price > 100,
+ B AS price > 100
+);
+
+-- backtracking with reclassification of rows
+-- using AFTER MATCH SKIP TO NEXT ROW
+SELECT company, tdate, price, first_value(tdate) OVER w, last_value(tdate) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP TO NEXT ROW
+ INITIAL
+ PATTERN (A+ B+)
+ DEFINE
+ A AS price > 100,
+ B AS price > 100
+);
+
+-- ROWS BETWEEN CURRENT ROW AND offset FOLLOWING
+SELECT company, tdate, price, first_value(tdate) OVER w, last_value(tdate) OVER w,
+ count(*) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND 2 FOLLOWING
+ AFTER MATCH SKIP PAST LAST ROW
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+--
+-- Aggregates
+--
+
+-- using AFTER MATCH SKIP PAST LAST ROW
+SELECT company, tdate, price,
+ first_value(price) OVER w,
+ last_value(price) OVER w,
+ max(price) OVER w,
+ min(price) OVER w,
+ sum(price) OVER w,
+ avg(price) OVER w,
+ count(price) OVER w
+FROM stock
+WINDOW w AS (
+PARTITION BY company
+ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+AFTER MATCH SKIP PAST LAST ROW
+INITIAL
+PATTERN (START UP+ DOWN+)
+DEFINE
+START AS TRUE,
+UP AS price > PREV(price),
+DOWN AS price < PREV(price)
+);
+
+-- using AFTER MATCH SKIP TO NEXT ROW
+SELECT company, tdate, price,
+ first_value(price) OVER w,
+ last_value(price) OVER w,
+ max(price) OVER w,
+ min(price) OVER w,
+ sum(price) OVER w,
+ avg(price) OVER w,
+ count(price) OVER w
+FROM stock
+WINDOW w AS (
+PARTITION BY company
+ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+AFTER MATCH SKIP TO NEXT ROW
+INITIAL
+PATTERN (START UP+ DOWN+)
+DEFINE
+START AS TRUE,
+UP AS price > PREV(price),
+DOWN AS price < PREV(price)
+);
+
+--
+-- Error cases
+--
+
+-- row pattern definition variable name must not appear more than once
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ ORDER BY tdate
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price),
+ UP AS price > PREV(price)
+);
+
+-- pattern variable name must appear in DEFINE
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+ END)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- FRAME must start at current row when row patttern recognition is used
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING
+ INITIAL
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
+
+-- SEEK is not supported
+SELECT company, tdate, price, first_value(price) OVER w, last_value(price) OVER w
+ FROM stock
+ WINDOW w AS (
+ PARTITION BY company
+ ORDER BY tdate
+ ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING
+ AFTER MATCH SKIP TO NEXT ROW
+ SEEK
+ PATTERN (START UP+ DOWN+)
+ DEFINE
+ START AS TRUE,
+ UP AS price > PREV(price),
+ DOWN AS price < PREV(price)
+);
--
2.25.1
From 802acc95812e18cf11630c3ed472a33f075b2224 Mon Sep 17 00:00:00 2001
From: Tatsuo Ishii <ishii@postgresql.org>
Date: Sun, 22 Oct 2023 11:22:11 +0900
Subject: [PATCH v10 7/7] Allow to print raw parse tree.
---
src/backend/tcop/postgres.c | 4 ++++
1 file changed, 4 insertions(+)
diff --git a/src/backend/tcop/postgres.c b/src/backend/tcop/postgres.c
index c900427ecf..fa5d862604 100644
--- a/src/backend/tcop/postgres.c
+++ b/src/backend/tcop/postgres.c
@@ -652,6 +652,10 @@ pg_parse_query(const char *query_string)
}
#endif
+ if (Debug_print_parse)
+ elog_node_display(LOG, "raw parse tree", raw_parsetree_list,
+ Debug_pretty_print);
+
TRACE_POSTGRESQL_QUERY_PARSE_DONE(query_string);
return raw_parsetree_list;
--
2.25.1
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