Per an off-list report from Olaf Gawenda (thanks Olaf), it seems that the
range partition's constraint is sometimes incorrect, at least in the case
of multi-column range partitioning.  See below:

create table p (a int, b int) partition by range (a, b);
create table p1 partition of p for values from (1, 1) to (10 ,10);
create table p2 partition of p for values from (11, 1) to (20, 10);

Perhaps unusual, but it's still a valid definition.  Tuple-routing puts
rows where they belong correctly.

-- ok
insert into p values (10, 9);
select tableoid::regclass, * from p;
 tableoid | a  | b
----------+----+---
 p1       | 10 | 9
(1 row)

-- but see this
select tableoid::regclass, * from p where a = 10;
 tableoid | a | b
----------+---+---
(0 rows)

explain select tableoid::regclass, * from p where a = 10;
                QUERY PLAN
-------------------------------------------
 Result  (cost=0.00..0.00 rows=0 width=12)
   One-Time Filter: false
(2 rows)

-- or this
insert into p1 values (10, 9);
ERROR:  new row for relation "p1" violates partition constraint
DETAIL:  Failing row contains (10, 9).

This is because of the constraint being generated is not correct in this
case.  p1's constraint is currently:

  a >= 1 and a < 10

where it should really be the following:

  (a > 1  OR (a = 1  AND b >= 1))
    AND
  (a < 10 OR (a = 10 AND b < 10))

Attached patch rewrites get_qual_for_range() for the same, along with some
code rearrangement for reuse.  I also added some new tests to insert.sql
and inherit.sql, but wondered (maybe, too late now) whether there should
really be a declarative_partition.sql for these, moving in some of the old
tests too.

Adding to the open items list.

Thanks,
Amit

PS: due to vacation, I won't be able to reply promptly until Monday 05/08.
>From a252cd21c2342b0d293e0618e3eab4f998f746aa Mon Sep 17 00:00:00 2001
From: amit <amitlangot...@gmail.com>
Date: Tue, 2 May 2017 11:03:54 +0900
Subject: [PATCH] Emit "correct" range partition constraint expression

Currently emitted expression does not always describe the constraint
correctly, especially in the case of multi-column range key.

Code surrounding get_qual_for_*() has been rearranged a little to
move common code to a couple of new functions.

Original issue reported by Olaf Gawenda (olaf...@googlemail.com)
---
 src/backend/catalog/partition.c       | 616 ++++++++++++++++++++++------------
 src/include/nodes/pg_list.h           |  10 +
 src/test/regress/expected/inherit.out |  90 +++++
 src/test/regress/expected/insert.out  |  59 ++++
 src/test/regress/sql/inherit.sql      |  18 +
 src/test/regress/sql/insert.sql       |  43 +++
 6 files changed, 615 insertions(+), 221 deletions(-)

diff --git a/src/backend/catalog/partition.c b/src/backend/catalog/partition.c
index e0d2665a91..22c55726f0 100644
--- a/src/backend/catalog/partition.c
+++ b/src/backend/catalog/partition.c
@@ -118,10 +118,19 @@ static int32 qsort_partition_list_value_cmp(const void *a, const void *b,
 static int32 qsort_partition_rbound_cmp(const void *a, const void *b,
 						   void *arg);
 
-static List *get_qual_for_list(PartitionKey key, PartitionBoundSpec *spec);
-static List *get_qual_for_range(PartitionKey key, PartitionBoundSpec *spec);
 static Oid get_partition_operator(PartitionKey key, int col,
 					   StrategyNumber strategy, bool *need_relabel);
+static Expr* make_partition_op_expr(PartitionKey key, int keynum,
+					   uint16 strategy, Expr *arg1, Expr *arg2);
+static void get_range_key_properties(PartitionKey key, int keynum,
+						 PartitionRangeDatum *ldatum,
+						 PartitionRangeDatum *udatum,
+						 ListCell **partexprs_item,
+						 Expr **keyCol,
+						 Const **lower_val, Const **upper_val,
+						 NullTest **nulltest);
+static List *get_qual_for_list(PartitionKey key, PartitionBoundSpec *spec);
+static List *get_qual_for_range(PartitionKey key, PartitionBoundSpec *spec);
 static List *generate_partition_qual(Relation rel);
 
 static PartitionRangeBound *make_one_range_bound(PartitionKey key, int index,
@@ -1146,6 +1155,119 @@ RelationGetPartitionDispatchInfo(Relation rel, int lockmode,
 /* Module-local functions */
 
 /*
+ * get_partition_operator
+ *
+ * Return oid of the operator of given strategy for a given partition key
+ * column.
+ */
+static Oid
+get_partition_operator(PartitionKey key, int col, StrategyNumber strategy,
+					   bool *need_relabel)
+{
+	Oid			operoid;
+
+	/*
+	 * First check if there exists an operator of the given strategy, with
+	 * this column's type as both its lefttype and righttype, in the
+	 * partitioning operator family specified for the column.
+	 */
+	operoid = get_opfamily_member(key->partopfamily[col],
+								  key->parttypid[col],
+								  key->parttypid[col],
+								  strategy);
+
+	/*
+	 * If one doesn't exist, we must resort to using an operator in the same
+	 * opreator family but with the operator class declared input type.  It is
+	 * OK to do so, because the column's type is known to be binary-coercible
+	 * with the operator class input type (otherwise, the operator class in
+	 * question would not have been accepted as the partitioning operator
+	 * class).  We must however inform the caller to wrap the non-Const
+	 * expression with a RelabelType node to denote the implicit coercion. It
+	 * ensures that the resulting expression structurally matches similarly
+	 * processed expressions within the optimizer.
+	 */
+	if (!OidIsValid(operoid))
+	{
+		operoid = get_opfamily_member(key->partopfamily[col],
+									  key->partopcintype[col],
+									  key->partopcintype[col],
+									  strategy);
+		*need_relabel = true;
+	}
+	else
+		*need_relabel = false;
+
+	if (!OidIsValid(operoid))
+		elog(ERROR, "could not find operator for partitioning");
+
+	return operoid;
+}
+
+/*
+ * make_partition_op_expr
+ *		Returns an Expr for the given partition key column with arg1 and
+ *		arg2 as its leftop and rightop, respectively
+ */
+static Expr*
+make_partition_op_expr(PartitionKey key, int keynum,
+					   uint16 strategy, Expr *arg1, Expr *arg2)
+{
+	Oid		operoid;
+	bool	need_relabel = false;
+	Expr   *result;
+
+	/* Get the correct btree operator for this partitioning column */
+	operoid = get_partition_operator(key, keynum, strategy, &need_relabel);
+
+	/*
+	 * Chosen operator may be such that the non-Const operand needs to
+	 * be coerced, so apply the same; see the comment in
+	 * get_partition_operator().
+	 */
+	if (!IsA(arg1, Const) &&
+		(need_relabel ||
+		 key->partcollation[keynum] != key->parttypcoll[keynum]))
+		arg1 = (Expr *) makeRelabelType(arg1,
+										key->partopcintype[keynum],
+										-1,
+										key->partcollation[keynum],
+										COERCE_EXPLICIT_CAST);
+
+	/* Generate the actual expression */
+	switch (key->strategy)
+	{
+		case PARTITION_STRATEGY_LIST:
+		{
+			ScalarArrayOpExpr *saopexpr;
+
+			/* Build leftop = ANY (rightop) */
+			saopexpr = makeNode(ScalarArrayOpExpr);
+			saopexpr->opno = operoid;
+			saopexpr->opfuncid = get_opcode(operoid);
+			saopexpr->useOr = true;
+			saopexpr->inputcollid = key->partcollation[0];
+			saopexpr->args = list_make2(arg1, arg2);
+			saopexpr->location = -1;
+
+			result = (Expr *) saopexpr;
+			break;
+		}
+
+		case PARTITION_STRATEGY_RANGE:
+			result = make_opclause(operoid,
+								   BOOLOID,
+								   false,
+								   arg1, arg2,
+								   InvalidOid,
+								   key->partcollation[keynum]);
+			break;
+	}
+
+	return result;
+}
+
+/*
  * get_qual_for_list
  *
  * Returns a list of expressions to use as a list partition's constraint.
@@ -1155,14 +1277,12 @@ get_qual_for_list(PartitionKey key, PartitionBoundSpec *spec)
 {
 	List	   *result;
 	ArrayExpr  *arr;
-	ScalarArrayOpExpr *opexpr;
+	Expr	   *opexpr;
 	ListCell   *cell,
 			   *prev,
 			   *next;
 	Expr	   *keyCol;
-	Oid			operoid;
-	bool		need_relabel,
-				list_has_null = false;
+	bool		list_has_null = false;
 	NullTest   *nulltest1 = NULL,
 			   *nulltest2 = NULL;
 
@@ -1233,24 +1353,9 @@ get_qual_for_list(PartitionKey key, PartitionBoundSpec *spec)
 	arr->multidims = false;
 	arr->location = -1;
 
-	/* Get the correct btree equality operator */
-	operoid = get_partition_operator(key, 0, BTEqualStrategyNumber,
-									 &need_relabel);
-	if (need_relabel || key->partcollation[0] != key->parttypcoll[0])
-		keyCol = (Expr *) makeRelabelType(keyCol,
-										  key->partopcintype[0],
-										  -1,
-										  key->partcollation[0],
-										  COERCE_EXPLICIT_CAST);
-
-	/* Build leftop = ANY (rightop) */
-	opexpr = makeNode(ScalarArrayOpExpr);
-	opexpr->opno = operoid;
-	opexpr->opfuncid = get_opcode(operoid);
-	opexpr->useOr = true;
-	opexpr->inputcollid = key->partcollation[0];
-	opexpr->args = list_make2(keyCol, arr);
-	opexpr->location = -1;
+	/* Generate the main expression, i.e., keyCol = ANY (arr) */
+	opexpr = make_partition_op_expr(key, 0, BTEqualStrategyNumber,
+									keyCol, (Expr *) arr);
 
 	if (nulltest1)
 		result = list_make2(nulltest1, opexpr);
@@ -1268,9 +1373,95 @@ get_qual_for_list(PartitionKey key, PartitionBoundSpec *spec)
 }
 
 /*
+ * get_range_key_properties
+ *		Returns range partition key information for a given column
+ *
+ * On return, *lower_val and *upper_val contain either a valid Const
+ * expression or NULL.  *nulltest contains a NullTest expression, or
+ * NULL.
+ */
+static void
+get_range_key_properties(PartitionKey key, int keynum,
+						 PartitionRangeDatum *ldatum,
+						 PartitionRangeDatum *udatum,
+						 ListCell **partexprs_item,
+						 Expr **keyCol,
+						 Const **lower_val, Const **upper_val,
+						 NullTest **nulltest)
+{
+	/* Partition key expression for this column */
+	if (key->partattrs[keynum] != 0)
+	{
+		*keyCol = (Expr *) makeVar(1,
+								  key->partattrs[keynum],
+								  key->parttypid[keynum],
+								  key->parttypmod[keynum],
+								  key->parttypcoll[keynum],
+								  0);
+	}
+	else
+	{
+		*keyCol = copyObject(lfirst(*partexprs_item));
+		*partexprs_item = lnext(*partexprs_item);
+	}
+
+	/*
+	 * A range-partitioned table does not allow partition keys to be null.
+	 * For simple columns, their NOT NULL constraint suffices for the
+	 * enforcement of non-nullability.  But for the expression keys, which
+	 * are still nullable, we must emit a IS NOT NULL expression.
+	 */
+	if (!IsA(*keyCol, Var))
+	{
+		*nulltest = makeNode(NullTest);
+		(*nulltest)->arg = *keyCol;
+		(*nulltest)->nulltesttype = IS_NOT_NULL;
+		(*nulltest)->argisrow = false;
+		(*nulltest)->location = -1;
+	}
+	else
+		*nulltest = NULL;
+
+	if (!ldatum->infinite)
+		*lower_val = (Const *) ldatum->value;
+	else
+		*lower_val = NULL;
+
+	if (!udatum->infinite)
+		*upper_val = (Const *) udatum->value;
+	else
+		*upper_val = NULL;
+}
+
+/*
  * get_qual_for_range
  *
- * Get a list of OpExpr's to use as a range partition's constraint.
+ * Get a list of expressions to use as a range partition's constraint.
+ * Expressions in the list are implicitly ANDed.
+ *
+ * For a multi-column range partition key, say (a, b, c), with (al, bl, cl)
+ * as the lower bound tuple and (au, bu, cu) as the upper bound tuple, we
+ * generate an expression tree of the following form:
+ *
+ *	(a > al OR (a = al AND b > bl) OR (a = al AND b = bl AND c >= cl))
+ *		AND
+ *	(a < au OR (a = au AND b < bu) OR (a = au AND b = bu AND c < cu))
+ *
+ * If b were an expression key instead of a simple column, we also append
+ * (b IS NOT NULL) to the AND's argument list.
+ *
+ * It is often the case that a prefix of lower and upper bound tuples contains
+ * the same values, for example, (al = au), in which case, we will emit an
+ * expression tree of the following form:
+ *
+ *	(a = al)
+ *		AND
+ *	(b > bl OR (b = bl AND c >= cl))
+ *		AND
+ *	(b < bu) OR (b = bu AND c < cu))
+ *
+ * In most common cases with only one partition column, say a, the following
+ * expression tree will be generated: a >= al AND a < au
  */
 static List *
 get_qual_for_range(PartitionKey key, PartitionBoundSpec *spec)
@@ -1278,239 +1469,222 @@ get_qual_for_range(PartitionKey key, PartitionBoundSpec *spec)
 	List	   *result = NIL;
 	ListCell   *cell1,
 			   *cell2,
-			   *partexprs_item;
-	int			i;
+			   *partexprs_item,
+				partexprs_item_saved;
+	int			i,
+				j;
+	PartitionRangeDatum *ldatum,
+			   *udatum;
+	Expr	   *keyCol;
+	Const	   *lower_val,
+			   *upper_val;
+	NullTest   *nulltest;
+	List	   *lower_or_arms,
+			   *upper_or_arms;
+	int			maxnum_or_arms,
+				num_or_arms;
+	ListCell   *lower_or_start_datum,
+			   *upper_or_start_datum;
+
+	lower_or_start_datum = list_head(spec->lowerdatums);
+	upper_or_start_datum = list_head(spec->upperdatums);
+	maxnum_or_arms = key->partnatts;
 
 	/*
-	 * Iterate over columns of the key, emitting an OpExpr for each using the
-	 * corresponding lower and upper datums as constant operands.
+	 * Iterate over the key columns and check if the corresponding lower and
+	 * upper datums are equal using the btree equality operator for the
+	 * column's type.  If equal, we emit single keyCol = common_value
+	 * expression.  Starting from the first column for which the corresponding
+	 * lower and upper bound datums are not equal, we generate OR expressions
+	 * as shown in the function's header comment.
 	 */
 	i = 0;
 	partexprs_item = list_head(key->partexprs);
 	forboth(cell1, spec->lowerdatums, cell2, spec->upperdatums)
 	{
-		PartitionRangeDatum *ldatum = lfirst(cell1),
-				   *udatum = lfirst(cell2);
-		Expr	   *keyCol;
-		Const	   *lower_val = NULL,
-				   *upper_val = NULL;
 		EState	   *estate;
 		MemoryContext oldcxt;
 		Expr	   *test_expr;
 		ExprState  *test_exprstate;
 		Datum		test_result;
 		bool		isNull;
-		bool		need_relabel = false;
-		Oid			operoid;
-		NullTest   *nulltest;
 
-		/* Left operand */
-		if (key->partattrs[i] != 0)
-		{
-			keyCol = (Expr *) makeVar(1,
-									  key->partattrs[i],
-									  key->parttypid[i],
-									  key->parttypmod[i],
-									  key->parttypcoll[i],
-									  0);
-		}
-		else
-		{
-			keyCol = copyObject(lfirst(partexprs_item));
-			partexprs_item = lnext(partexprs_item);
-		}
+		ldatum = lfirst(cell1);
+		udatum = lfirst(cell2);
 
 		/*
-		 * Emit a IS NOT NULL expression for non-Var keys, because whereas
-		 * simple attributes are covered by NOT NULL constraints, expression
-		 * keys are still nullable which is not acceptable in case of range
-		 * partitioning.
+		 * Since get_range_key_properties() modifies partexprs_item, and we
+		 * might need to start over from the previous expression in the
+		 * later part of this functiom, save away the current value.
 		 */
-		if (!IsA(keyCol, Var))
-		{
-			nulltest = makeNode(NullTest);
-			nulltest->arg = keyCol;
-			nulltest->nulltesttype = IS_NOT_NULL;
-			nulltest->argisrow = false;
-			nulltest->location = -1;
+		if (partexprs_item)
+			partexprs_item_saved = *partexprs_item;
+		get_range_key_properties(key, i, ldatum, udatum,
+								 &partexprs_item,
+								 &keyCol,
+								 &lower_val, &upper_val,
+								 &nulltest);
+
+		if (nulltest)
 			result = lappend(result, nulltest);
-		}
 
 		/*
-		 * Stop at this column if either of lower or upper datum is infinite,
-		 * but do emit an OpExpr for the non-infinite datum.
+		 * If either or both of lower_val and upper_val is NULL, they are
+		 * unequal.
 		 */
-		if (!ldatum->infinite)
-			lower_val = (Const *) ldatum->value;
-		if (!udatum->infinite)
-			upper_val = (Const *) udatum->value;
+		if (!lower_val || !upper_val)
+			break;
+
+		/* Create the test expression */
+		estate = CreateExecutorState();
+		oldcxt = MemoryContextSwitchTo(estate->es_query_cxt);
+		test_expr = make_partition_op_expr(key, i, BTEqualStrategyNumber,
+										   (Expr *) lower_val,
+										   (Expr *) upper_val);
+		fix_opfuncids((Node *) test_expr);
+		test_exprstate = ExecInitExpr(test_expr, NULL);
+		test_result = ExecEvalExprSwitchContext(test_exprstate,
+										  GetPerTupleExprContext(estate),
+												&isNull);
+		MemoryContextSwitchTo(oldcxt);
+		FreeExecutorState(estate);
+
+		/* If not equal, go generate the OR expressions */
+		if (!DatumGetBool(test_result))
+			break;
+
+		/* Equal, so generate keyCol = lower_val expression */
 
 		/*
-		 * If lower_val and upper_val are both finite and happen to be equal,
-		 * emit only (keyCol = lower_val) for this column, because all rows in
-		 * this partition could only ever contain this value (ie, lower_val)
-		 * in the current partitioning column.  We must consider further
-		 * columns because the above condition does not fully constrain the
-		 * rows of this partition.
+		 * This can never be true for the last key column, but it's
+		 * better to make sure.  This is because such a range
+		 * partition would never be allowed to be defined (it would
+		 * have an empty range otherwise).
 		 */
-		if (lower_val && upper_val)
-		{
-			/* Get the correct btree equality operator for the test */
-			operoid = get_partition_operator(key, i, BTEqualStrategyNumber,
-											 &need_relabel);
-
-			/* Create the test expression */
-			estate = CreateExecutorState();
-			oldcxt = MemoryContextSwitchTo(estate->es_query_cxt);
-			test_expr = make_opclause(operoid,
-									  BOOLOID,
-									  false,
-									  (Expr *) lower_val,
-									  (Expr *) upper_val,
-									  InvalidOid,
-									  key->partcollation[i]);
-			fix_opfuncids((Node *) test_expr);
-			test_exprstate = ExecInitExpr(test_expr, NULL);
-			test_result = ExecEvalExprSwitchContext(test_exprstate,
-											  GetPerTupleExprContext(estate),
-													&isNull);
-			MemoryContextSwitchTo(oldcxt);
-			FreeExecutorState(estate);
+		if (i == key->partnatts - 1)
+			elog(ERROR, "invalid range bound specification");
+
+		result = lappend(result,
+						 make_partition_op_expr(key, i, BTEqualStrategyNumber,
+												keyCol, (Expr *) lower_val));
+
+		i++;
+	}
+
+	/* First pair of lower_val and upper_val that are not equal. */
+	lower_or_start_datum = cell1;
+	upper_or_start_datum = cell2;
 
-			if (DatumGetBool(test_result))
+	/* OR will have as many arms as there are key columns left. */
+	maxnum_or_arms = key->partnatts - i;
+
+	num_or_arms = 0;
+	lower_or_arms = upper_or_arms = NIL;
+	while (num_or_arms < maxnum_or_arms)
+	{
+		List		*lower_or_arm_args = NIL,
+					*upper_or_arm_args = NIL;
+
+		j = i;
+		partexprs_item = &partexprs_item_saved;
+		for_both_cell(cell1, lower_or_start_datum, cell2, upper_or_start_datum)
+		{
+			ldatum = lfirst(cell1);
+			udatum = lfirst(cell2);
+			get_range_key_properties(key, j, ldatum, udatum,
+									 &partexprs_item,
+									 &keyCol,
+									 &lower_val, &upper_val,
+									 &nulltest);
+
+			if (nulltest)
+				result = lappend(result, nulltest);
+
+			if (lower_val)
 			{
-				/* This can never be, but it's better to make sure */
-				if (i == key->partnatts - 1)
-					elog(ERROR, "invalid range bound specification");
-
-				if (need_relabel || key->partcollation[i] != key->parttypcoll[i])
-					keyCol = (Expr *) makeRelabelType(keyCol,
-													  key->partopcintype[i],
-													  -1,
-													  key->partcollation[i],
-													  COERCE_EXPLICIT_CAST);
-				result = lappend(result,
-								 make_opclause(operoid,
-											   BOOLOID,
-											   false,
-											   keyCol,
-											   (Expr *) lower_val,
-											   InvalidOid,
-											   key->partcollation[i]));
-
-				/* Go over to consider the next column. */
-				i++;
-				continue;
+				uint16	strategy;
+
+				/*
+				 * For the non-last columns of this arm, use the equality
+				 * operator.
+				 */
+				if (j - i < num_or_arms)
+					strategy = BTEqualStrategyNumber;
+				else
+					/* Consider that the lower bound is inclusive */
+					strategy = (j == key->partnatts - 1)
+										? BTGreaterEqualStrategyNumber
+										: BTGreaterStrategyNumber;
+
+				lower_or_arm_args = lappend(lower_or_arm_args,
+											make_partition_op_expr(key, j,
+																   strategy,
+																   keyCol,
+														(Expr *) lower_val));
 			}
-		}
 
-		/*
-		 * We can say here that lower_val != upper_val.  Emit expressions
-		 * (keyCol >= lower_val) and (keyCol < upper_val), then stop.
-		 */
-		if (lower_val)
-		{
-			operoid = get_partition_operator(key, i,
-											 BTGreaterEqualStrategyNumber,
-											 &need_relabel);
-
-			if (need_relabel || key->partcollation[i] != key->parttypcoll[i])
-				keyCol = (Expr *) makeRelabelType(keyCol,
-												  key->partopcintype[i],
-												  -1,
-												  key->partcollation[i],
-												  COERCE_EXPLICIT_CAST);
-			result = lappend(result,
-							 make_opclause(operoid,
-										   BOOLOID,
-										   false,
-										   keyCol,
-										   (Expr *) lower_val,
-										   InvalidOid,
-										   key->partcollation[i]));
-		}
+			if (upper_val)
+			{
+				uint16	strategy;
 
-		if (upper_val)
-		{
-			operoid = get_partition_operator(key, i,
-											 BTLessStrategyNumber,
-											 &need_relabel);
-
-			if (need_relabel || key->partcollation[i] != key->parttypcoll[i])
-				keyCol = (Expr *) makeRelabelType(keyCol,
-												  key->partopcintype[i],
-												  -1,
-												  key->partcollation[i],
-												  COERCE_EXPLICIT_CAST);
-
-			result = lappend(result,
-							 make_opclause(operoid,
-										   BOOLOID,
-										   false,
-										   keyCol,
-										   (Expr *) upper_val,
-										   InvalidOid,
-										   key->partcollation[i]));
-		}
+				/*
+				 * For the non-last columns of this arm, use the equality
+				 * operator.
+				 */
+				if (j - i < num_or_arms)
+					strategy = BTEqualStrategyNumber;
+				else
+					strategy = BTLessStrategyNumber;
 
-		/*
-		 * We can stop at this column, because we would not have checked the
-		 * next column when routing a given row into this partition.
-		 */
-		break;
-	}
+				upper_or_arm_args = lappend(upper_or_arm_args,
+											make_partition_op_expr(key, j,
+																   strategy,
+																   keyCol,
+														(Expr *) upper_val));
 
-	return result;
-}
+			}
 
-/*
- * get_partition_operator
- *
- * Return oid of the operator of given strategy for a given partition key
- * column.
- */
-static Oid
-get_partition_operator(PartitionKey key, int col, StrategyNumber strategy,
-					   bool *need_relabel)
-{
-	Oid			operoid;
+			/* Did we generate enough of OR's arguments? */
+			++j;
+			if (j - i > num_or_arms)
+				break;
+		}
 
-	/*
-	 * First check if there exists an operator of the given strategy, with
-	 * this column's type as both its lefttype and righttype, in the
-	 * partitioning operator family specified for the column.
-	 */
-	operoid = get_opfamily_member(key->partopfamily[col],
-								  key->parttypid[col],
-								  key->parttypid[col],
-								  strategy);
+		/* One arm of the OR expression for each of lower and upper bounds */
+		if (lower_or_arm_args != NIL)
+			lower_or_arms = lappend(lower_or_arms,
+							 list_length(lower_or_arm_args) > 1
+							  ? makeBoolExpr(AND_EXPR, lower_or_arm_args, -1)
+							  : linitial(lower_or_arm_args));
+
+		if (upper_or_arm_args != NIL)
+			upper_or_arms = lappend(upper_or_arms,
+							 list_length(upper_or_arm_args) > 1
+							  ? makeBoolExpr(AND_EXPR, upper_or_arm_args, -1)
+							  : linitial(upper_or_arm_args));
+		++num_or_arms;
+	}
 
 	/*
-	 * If one doesn't exist, we must resort to using an operator in the same
-	 * opreator family but with the operator class declared input type.  It is
-	 * OK to do so, because the column's type is known to be binary-coercible
-	 * with the operator class input type (otherwise, the operator class in
-	 * question would not have been accepted as the partitioning operator
-	 * class).  We must however inform the caller to wrap the non-Const
-	 * expression with a RelabelType node to denote the implicit coercion. It
-	 * ensures that the resulting expression structurally matches similarly
-	 * processed expressions within the optimizer.
+	 * Generate the OR expressions for each of lower and upper bounds (if
+	 * required), and append to the list of implicitly ANDed list of
+	 * expressions.
+	 *
+	 * At least one of lower and upper bound constraint should be present.
 	 */
-	if (!OidIsValid(operoid))
-	{
-		operoid = get_opfamily_member(key->partopfamily[col],
-									  key->partopcintype[col],
-									  key->partopcintype[col],
-									  strategy);
-		*need_relabel = true;
-	}
-	else
-		*need_relabel = false;
-
-	if (!OidIsValid(operoid))
-		elog(ERROR, "could not find operator for partitioning");
+	Assert(lower_or_arms != NIL || upper_or_arms != NIL);
+	if (lower_or_arms != NIL)
+		result = lappend(result,
+						 list_length(lower_or_arms) > 1
+							? makeBoolExpr(OR_EXPR, lower_or_arms, -1)
+							: linitial(lower_or_arms));
+	if (upper_or_arms != NIL)
+		result = lappend(result,
+						 list_length(upper_or_arms) > 1
+							? makeBoolExpr(OR_EXPR, upper_or_arms, -1)
+							: linitial(upper_or_arms));
 
-	return operoid;
+	return result;
 }
 
 /*
diff --git a/src/include/nodes/pg_list.h b/src/include/nodes/pg_list.h
index 9df7fb30d3..011054f745 100644
--- a/src/include/nodes/pg_list.h
+++ b/src/include/nodes/pg_list.h
@@ -183,6 +183,16 @@ list_length(const List *l)
 		 (cell1) = lnext(cell1), (cell2) = lnext(cell2))
 
 /*
+ * for_both_cell -
+ *	  a convenience macro which loops through two lists starting from the
+ *	  specified cells of each
+ */
+#define for_both_cell(cell1, initcell1, cell2, initcell2)	\
+	for ((cell1) = (initcell1), (cell2) = (initcell2);		\
+		 (cell1) != NULL && (cell2) != NULL;				\
+		 (cell1) = lnext(cell1), (cell2) = lnext(cell2))
+
+/*
  * forthree -
  *	  the same for three lists
  */
diff --git a/src/test/regress/expected/inherit.out b/src/test/regress/expected/inherit.out
index 6163ed8117..af7090ba0d 100644
--- a/src/test/regress/expected/inherit.out
+++ b/src/test/regress/expected/inherit.out
@@ -1828,3 +1828,93 @@ explain (costs off) select * from range_list_parted where a >= 30;
 
 drop table list_parted;
 drop table range_list_parted;
+-- check that constraint exclusion is able to cope with the partition
+-- constraint emitted for multi-column range partitioned tables
+create table mcrparted (a int, b int, c int) partition by range (a, abs(b), c);
+create table mcrparted0 partition of mcrparted for values from (unbounded, unbounded, unbounded) to (1, 1, 1);
+create table mcrparted1 partition of mcrparted for values from (1, 1, 1) to (10, 5, 10);
+create table mcrparted2 partition of mcrparted for values from (10, 5, 10) to (10, 10, 10);
+create table mcrparted3 partition of mcrparted for values from (11, 1, 1) to (20, 10, 10);
+create table mcrparted4 partition of mcrparted for values from (20, 10, 10) to (20, 20, 20);
+create table mcrparted5 partition of mcrparted for values from (20, 20, 20) to (unbounded, unbounded, unbounded);
+explain (costs off) select * from mcrparted where a = 0;	-- scans mcrparted0
+          QUERY PLAN          
+------------------------------
+ Append
+   ->  Seq Scan on mcrparted0
+         Filter: (a = 0)
+(3 rows)
+
+explain (costs off) select * from mcrparted where a = 10 and abs(b) < 5;	-- scans mcrparted1
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on mcrparted1
+         Filter: ((a = 10) AND (abs(b) < 5))
+(3 rows)
+
+explain (costs off) select * from mcrparted where a = 10 and abs(b) = 5;	-- scans mcrparted1, mcrparted2
+                 QUERY PLAN                  
+---------------------------------------------
+ Append
+   ->  Seq Scan on mcrparted1
+         Filter: ((a = 10) AND (abs(b) = 5))
+   ->  Seq Scan on mcrparted2
+         Filter: ((a = 10) AND (abs(b) = 5))
+(5 rows)
+
+explain (costs off) select * from mcrparted where abs(b) = 5;	-- scans all partitions
+          QUERY PLAN          
+------------------------------
+ Append
+   ->  Seq Scan on mcrparted0
+         Filter: (abs(b) = 5)
+   ->  Seq Scan on mcrparted1
+         Filter: (abs(b) = 5)
+   ->  Seq Scan on mcrparted2
+         Filter: (abs(b) = 5)
+   ->  Seq Scan on mcrparted3
+         Filter: (abs(b) = 5)
+   ->  Seq Scan on mcrparted5
+         Filter: (abs(b) = 5)
+(11 rows)
+
+explain (costs off) select * from mcrparted where a > -1;	-- scans all partitions
+             QUERY PLAN              
+-------------------------------------
+ Append
+   ->  Seq Scan on mcrparted0
+         Filter: (a > '-1'::integer)
+   ->  Seq Scan on mcrparted1
+         Filter: (a > '-1'::integer)
+   ->  Seq Scan on mcrparted2
+         Filter: (a > '-1'::integer)
+   ->  Seq Scan on mcrparted3
+         Filter: (a > '-1'::integer)
+   ->  Seq Scan on mcrparted4
+         Filter: (a > '-1'::integer)
+   ->  Seq Scan on mcrparted5
+         Filter: (a > '-1'::integer)
+(13 rows)
+
+explain (costs off) select * from mcrparted where a = 20 and abs(b) = 10 and c > 10;	-- scans mcrparted4
+                        QUERY PLAN                         
+-----------------------------------------------------------
+ Append
+   ->  Seq Scan on mcrparted4
+         Filter: ((c > 10) AND (a = 20) AND (abs(b) = 10))
+(3 rows)
+
+explain (costs off) select * from mcrparted where a = 20 and c > 20; -- scans mcrparted3, mcrparte4, mcrparte5
+               QUERY PLAN                
+-----------------------------------------
+ Append
+   ->  Seq Scan on mcrparted3
+         Filter: ((c > 20) AND (a = 20))
+   ->  Seq Scan on mcrparted4
+         Filter: ((c > 20) AND (a = 20))
+   ->  Seq Scan on mcrparted5
+         Filter: ((c > 20) AND (a = 20))
+(7 rows)
+
+drop table mcrparted;
diff --git a/src/test/regress/expected/insert.out b/src/test/regress/expected/insert.out
index 6f34b1c640..c68b31415d 100644
--- a/src/test/regress/expected/insert.out
+++ b/src/test/regress/expected/insert.out
@@ -435,3 +435,62 @@ revoke all on key_desc from someone_else;
 revoke all on key_desc_1 from someone_else;
 drop role someone_else;
 drop table key_desc, key_desc_1;
+-- check multi-column range partitioning expression enforces the same
+-- constraint as what tuple-routing would determine it to be
+create table mcrparted (a int, b int, c int) partition by range (a, abs(b), c);
+create table mcrparted0 partition of mcrparted for values from (unbounded, unbounded, unbounded) to (1, 1, 1);
+create table mcrparted1 partition of mcrparted for values from (1, 1, 1) to (10, 5, 10);
+create table mcrparted2 partition of mcrparted for values from (10, 5, 10) to (10, 10, 10);
+create table mcrparted3 partition of mcrparted for values from (11, 1, 1) to (20, 10, 10);
+create table mcrparted4 partition of mcrparted for values from (20, 10, 10) to (20, 20, 20);
+create table mcrparted5 partition of mcrparted for values from (20, 20, 20) to (unbounded, unbounded, unbounded);
+-- routed to mcrparted0
+insert into mcrparted values (0, 1, 1);
+insert into mcrparted0 values (0, 1, 1);
+-- routed to mcparted1
+insert into mcrparted values (9, 1000, 1);
+insert into mcrparted1 values (9, 1000, 1);
+insert into mcrparted values (10, 5, 1);
+insert into mcrparted1 values (10, 5, 1);
+-- routed to mcparted2
+insert into mcrparted values (10, 6, 1000);
+insert into mcrparted2 values (10, 6, 1000);
+insert into mcrparted values (10, 10, 9);
+insert into mcrparted2 values (10, 10, 9);
+-- no partition exists, nor does mcrparted2 accept it
+insert into mcrparted values (10, 10, 1000);
+ERROR:  no partition of relation "mcrparted" found for row
+DETAIL:  Partition key of the failing row contains (a, abs(b), c) = (10, 10, 1000).
+insert into mcrparted2 values (10, 10, 1000);
+ERROR:  new row for relation "mcrparted2" violates partition constraint
+DETAIL:  Failing row contains (10, 10, 1000).
+-- nor does mcrparted3
+insert into mcrparted3 values (10, 10, 1000);
+ERROR:  new row for relation "mcrparted3" violates partition constraint
+DETAIL:  Failing row contains (10, 10, 1000).
+-- routed to mcrparted5
+insert into mcrparted values (20, 20, 20);
+insert into mcrparted5 values (20, 20, 20);
+insert into mcrparted4 values (20, 20, 20);	-- error
+ERROR:  new row for relation "mcrparted4" violates partition constraint
+DETAIL:  Failing row contains (20, 20, 20).
+-- check rows
+select tableoid::regclass::text, * from mcrparted order by 1;
+  tableoid  | a  |  b   |  c   
+------------+----+------+------
+ mcrparted0 |  0 |    1 |    1
+ mcrparted0 |  0 |    1 |    1
+ mcrparted1 |  9 | 1000 |    1
+ mcrparted1 |  9 | 1000 |    1
+ mcrparted1 | 10 |    5 |    1
+ mcrparted1 | 10 |    5 |    1
+ mcrparted2 | 10 |    6 | 1000
+ mcrparted2 | 10 |    6 | 1000
+ mcrparted2 | 10 |   10 |    9
+ mcrparted2 | 10 |   10 |    9
+ mcrparted5 | 20 |   20 |   20
+ mcrparted5 | 20 |   20 |   20
+(12 rows)
+
+-- cleanup
+drop table mcrparted;
diff --git a/src/test/regress/sql/inherit.sql b/src/test/regress/sql/inherit.sql
index d43b75c4a7..7f34f43ec0 100644
--- a/src/test/regress/sql/inherit.sql
+++ b/src/test/regress/sql/inherit.sql
@@ -643,3 +643,21 @@ explain (costs off) select * from range_list_parted where a >= 30;
 
 drop table list_parted;
 drop table range_list_parted;
+
+-- check that constraint exclusion is able to cope with the partition
+-- constraint emitted for multi-column range partitioned tables
+create table mcrparted (a int, b int, c int) partition by range (a, abs(b), c);
+create table mcrparted0 partition of mcrparted for values from (unbounded, unbounded, unbounded) to (1, 1, 1);
+create table mcrparted1 partition of mcrparted for values from (1, 1, 1) to (10, 5, 10);
+create table mcrparted2 partition of mcrparted for values from (10, 5, 10) to (10, 10, 10);
+create table mcrparted3 partition of mcrparted for values from (11, 1, 1) to (20, 10, 10);
+create table mcrparted4 partition of mcrparted for values from (20, 10, 10) to (20, 20, 20);
+create table mcrparted5 partition of mcrparted for values from (20, 20, 20) to (unbounded, unbounded, unbounded);
+explain (costs off) select * from mcrparted where a = 0;	-- scans mcrparted0
+explain (costs off) select * from mcrparted where a = 10 and abs(b) < 5;	-- scans mcrparted1
+explain (costs off) select * from mcrparted where a = 10 and abs(b) = 5;	-- scans mcrparted1, mcrparted2
+explain (costs off) select * from mcrparted where abs(b) = 5;	-- scans all partitions
+explain (costs off) select * from mcrparted where a > -1;	-- scans all partitions
+explain (costs off) select * from mcrparted where a = 20 and abs(b) = 10 and c > 10;	-- scans mcrparted4
+explain (costs off) select * from mcrparted where a = 20 and c > 20; -- scans mcrparted3, mcrparte4, mcrparte5
+drop table mcrparted;
diff --git a/src/test/regress/sql/insert.sql b/src/test/regress/sql/insert.sql
index 020854c960..88509f9cce 100644
--- a/src/test/regress/sql/insert.sql
+++ b/src/test/regress/sql/insert.sql
@@ -289,3 +289,46 @@ revoke all on key_desc from someone_else;
 revoke all on key_desc_1 from someone_else;
 drop role someone_else;
 drop table key_desc, key_desc_1;
+
+-- check multi-column range partitioning expression enforces the same
+-- constraint as what tuple-routing would determine it to be
+create table mcrparted (a int, b int, c int) partition by range (a, abs(b), c);
+create table mcrparted0 partition of mcrparted for values from (unbounded, unbounded, unbounded) to (1, 1, 1);
+create table mcrparted1 partition of mcrparted for values from (1, 1, 1) to (10, 5, 10);
+create table mcrparted2 partition of mcrparted for values from (10, 5, 10) to (10, 10, 10);
+create table mcrparted3 partition of mcrparted for values from (11, 1, 1) to (20, 10, 10);
+create table mcrparted4 partition of mcrparted for values from (20, 10, 10) to (20, 20, 20);
+create table mcrparted5 partition of mcrparted for values from (20, 20, 20) to (unbounded, unbounded, unbounded);
+
+-- routed to mcrparted0
+insert into mcrparted values (0, 1, 1);
+insert into mcrparted0 values (0, 1, 1);
+
+-- routed to mcparted1
+insert into mcrparted values (9, 1000, 1);
+insert into mcrparted1 values (9, 1000, 1);
+insert into mcrparted values (10, 5, 1);
+insert into mcrparted1 values (10, 5, 1);
+
+-- routed to mcparted2
+insert into mcrparted values (10, 6, 1000);
+insert into mcrparted2 values (10, 6, 1000);
+insert into mcrparted values (10, 10, 9);
+insert into mcrparted2 values (10, 10, 9);
+
+-- no partition exists, nor does mcrparted2 accept it
+insert into mcrparted values (10, 10, 1000);
+insert into mcrparted2 values (10, 10, 1000);
+-- nor does mcrparted3
+insert into mcrparted3 values (10, 10, 1000);
+
+-- routed to mcrparted5
+insert into mcrparted values (20, 20, 20);
+insert into mcrparted5 values (20, 20, 20);
+insert into mcrparted4 values (20, 20, 20);	-- error
+
+-- check rows
+select tableoid::regclass::text, * from mcrparted order by 1;
+
+-- cleanup
+drop table mcrparted;
-- 
2.11.0

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