Andy Fan <zhihuifan1...@163.com> writes:

> Here is latest version, nothing changed besides the rebase to the latest
> master. The most recent 3 questions should be addressed.
>
> - The error message compatible issue [1] and the Peter's answer at [2].
> - Peter's new question at [2] and my answer at [3].
>
> Any effrot to move this patch ahead is welcome and thanks all the people
> who provided high quaility feedback so far, especially chapman!
>
> [1] https://www.postgresql.org/message-id/87r0hmvuvr....@163.com
> [2]
> https://www.postgresql.org/message-id/8102ff5b-b156-409e-a48f-e53e63a39b36%40eisentraut.org
> [3] https://www.postgresql.org/message-id/8734t6c5rh.fsf%40163.com

rebase to the latest master again.

commit bc990b983136ef658cd3be03cdb07f2eadc4cd5c (HEAD -> jsonb_numeric)
Author: yizhi.fzh <yizhi....@alibaba-inc.com>
Date:   Mon Apr 1 09:36:08 2024 +0800

    Improve the performance of Jsonb numeric/bool extraction.
    
    JSONB object uses a binary compatible numeric format with the numeric
    data type in SQL. However in the past, extracting a numeric value from a
    JSONB field still needs to find the corresponding JsonbValue first,
    then convert the JsonbValue to Jsonb, and finally use the cast system to
    convert the Jsonb to a Numeric data type. This approach was very
    inefficient in terms of performance.
    
    In the current patch, It is handled that the JsonbValue is converted to
    numeric data type directly.  This is done by the planner support
    function which detects the above case and simplify the expression.
    Because the boolean type and numeric type share certain similarities in
    their attributes, we have implemented the same optimization approach for
    both.  In the ideal test case, the performance can be 2x than before.
    
    The optimized functions and operators includes:
    1. jsonb_object_field / ->
    2. jsonb_array_element / ->
    3. jsonb_extract_path / #>
    4. jsonb_path_query
    5. jsonb_path_query_first

-- 
Best Regards
Andy Fan

>From bc990b983136ef658cd3be03cdb07f2eadc4cd5c Mon Sep 17 00:00:00 2001
From: "yizhi.fzh" <yizhi....@alibaba-inc.com>
Date: Mon, 1 Apr 2024 09:36:08 +0800
Subject: [PATCH v18 1/1] Improve the performance of Jsonb numeric/bool
 extraction.

JSONB object uses a binary compatible numeric format with the numeric
data type in SQL. However in the past, extracting a numeric value from a
JSONB field still needs to find the corresponding JsonbValue first,
then convert the JsonbValue to Jsonb, and finally use the cast system to
convert the Jsonb to a Numeric data type. This approach was very
inefficient in terms of performance.

In the current patch, It is handled that the JsonbValue is converted to
numeric data type directly.  This is done by the planner support
function which detects the above case and simplify the expression.
Because the boolean type and numeric type share certain similarities in
their attributes, we have implemented the same optimization approach for
both.  In the ideal test case, the performance can be 2x than before.

The optimized functions and operators includes:
1. jsonb_object_field / ->
2. jsonb_array_element / ->
3. jsonb_extract_path / #>
4. jsonb_path_query
5. jsonb_path_query_first
---
 src/backend/utils/adt/jsonb.c         | 206 ++++++++++++++++++++++++++
 src/backend/utils/adt/jsonbsubs.c     |   4 +-
 src/backend/utils/adt/jsonfuncs.c     | 123 ++++++++++-----
 src/backend/utils/adt/jsonpath_exec.c |  32 +++-
 src/include/catalog/pg_proc.dat       |  46 +++++-
 src/include/utils/jsonb.h             |  11 +-
 src/test/regress/expected/jsonb.out   | 112 +++++++++++++-
 src/test/regress/sql/jsonb.sql        |  66 ++++++++-
 src/tools/pgindent/typedefs.list      |   1 +
 9 files changed, 542 insertions(+), 59 deletions(-)

diff --git a/src/backend/utils/adt/jsonb.c b/src/backend/utils/adt/jsonb.c
index e4562b3c6c..e05b5b35f1 100644
--- a/src/backend/utils/adt/jsonb.c
+++ b/src/backend/utils/adt/jsonb.c
@@ -16,9 +16,15 @@
 #include "catalog/pg_proc.h"
 #include "catalog/pg_type.h"
 #include "funcapi.h"
+#include "nodes/makefuncs.h"
+#include "nodes/supportnodes.h"
+#include "parser/parse_coerce.h"
 #include "libpq/pqformat.h"
 #include "miscadmin.h"
 #include "utils/builtins.h"
+#include "utils/date.h"
+#include "utils/datetime.h"
+#include "utils/fmgroids.h"
 #include "utils/json.h"
 #include "utils/jsonb.h"
 #include "utils/jsonfuncs.h"
@@ -2034,6 +2040,206 @@ cannotCastJsonbValue(enum jbvType type, const char *sqltype)
 	elog(ERROR, "unknown jsonb type: %d", (int) type);
 }
 
+
+/*
+ * jsonb_cast_support()
+ *
+ * Planner support function for extracting numeric or bool data type more
+ * effectively. After finding out the corresponding JsonbValue, instead of
+ * casting it to Jsonb as an intermediate type, we covert it to the desired
+ * data type directly.
+ */
+Datum
+jsonb_cast_support(PG_FUNCTION_ARGS)
+{
+	Node	   *rawreq = (Node *) PG_GETARG_POINTER(0);
+
+	if (IsA(rawreq, SupportRequestSimplify))
+	{
+		SupportRequestSimplify *req = (SupportRequestSimplify *) rawreq;
+		FuncExpr   *fexpr = req->fcall;
+		FuncExpr   *jsonb_start_func = NULL,
+				   *jsonb_finish_func = NULL,
+				   *final_func = NULL;
+		Node	   *input;
+		Oid			new_func_id = InvalidOid;
+		List	   *args;
+		Oid			input_func_id,
+					collid,
+					inputcollid;
+		bool		retset = false,
+					variadic = false;
+
+		Assert(list_length(fexpr->args) == 1);
+		input = (Node *) linitial(fexpr->args);
+
+		if (IsA(input, OpExpr))
+		{
+			OpExpr	   *opExpr = castNode(OpExpr, input);
+
+			input_func_id = opExpr->opfuncid;
+			collid = opExpr->opcollid;
+			inputcollid = opExpr->inputcollid;
+			args = opExpr->args;
+		}
+		else if (IsA(input, FuncExpr))
+		{
+			FuncExpr   *funcExpr = castNode(FuncExpr, input);
+
+			input_func_id = funcExpr->funcid;
+			collid = funcExpr->funccollid;
+			inputcollid = funcExpr->inputcollid;
+			args = funcExpr->args;
+		}
+		else
+			/* not the desired pattern. */
+			PG_RETURN_POINTER(NULL);
+
+		/* build a function to return the JsonbValue directly. */
+		switch (input_func_id)
+		{
+			case F_JSONB_OBJECT_FIELD:
+				new_func_id = F_JSONB_OBJECT_FIELD_START;
+				break;
+			case F_JSONB_ARRAY_ELEMENT:
+				new_func_id = F_JSONB_ARRAY_ELEMENT_START;
+				break;
+			case F_JSONB_EXTRACT_PATH:
+				new_func_id = F_JSONB_EXTRACT_PATH_START;
+				variadic = true;
+				break;
+			case F_JSONB_PATH_QUERY:
+				new_func_id = F_JSONB_PATH_QUERY_START;
+				retset = true;
+				break;
+			case F_JSONB_PATH_QUERY_FIRST:
+				new_func_id = F_JSONB_PATH_QUERY_FIRST_START;
+				break;
+			default:
+				new_func_id = InvalidOid;
+				break;
+		}
+
+		if (!OidIsValid(new_func_id))
+			PG_RETURN_POINTER(NULL);
+
+		/*
+		 * All the simplified functions have the same arguments as the
+		 * original one and return an internal object (actually a JsonbValue)
+		 * which will be casted desired type in the later function call.
+		 */
+		jsonb_start_func = makeFuncExpr(new_func_id, INTERNALOID, args,
+										collid, inputcollid,
+										COERCE_EXPLICIT_CALL);
+		jsonb_start_func->funcretset = retset;
+		jsonb_start_func->funcvariadic = variadic;
+
+		/*
+		 * relabel the first argument as 'internal' to follow our current
+		 * function signature checking system where if a function returns a
+		 * internal type, one of its arguments must be an internal type.
+		 */
+		linitial(jsonb_start_func->args) = makeRelabelType(linitial(jsonb_start_func->args),
+														   INTERNALOID, -1,
+														   InvalidOid,
+														   COERCE_IMPLICIT_CAST);
+
+		switch (fexpr->funcresulttype)
+		{
+			case INT2OID:
+			case INT4OID:
+			case INT8OID:
+			case FLOAT4OID:
+			case FLOAT8OID:
+			case NUMERICOID:
+				/* build another function to cast the JsonbValue into numeric */
+				jsonb_finish_func = makeFuncExpr(F_JSONB_FINISH_NUMERIC,
+												 NUMERICOID,
+												 list_make2(jsonb_start_func,
+															makeConst(OIDOID,
+																	  -1,
+																	  InvalidOid,
+																	  sizeof(Oid),
+																	  ObjectIdGetDatum(fexpr->funcresulttype),
+																	  false,
+																	  true)),
+												 collid,
+												 inputcollid,
+												 COERCE_EXPLICIT_CALL);
+
+				if (fexpr->funcresulttype != NUMERICOID)
+				{
+					/*
+					 * Leverage the casting system to cast the numeric to the
+					 * desired type.
+					 */
+					final_func = (FuncExpr *) coerce_type(NULL,
+														  (Node *) jsonb_finish_func,
+														  NUMERICOID,
+														  fexpr->funcresulttype,
+														  0,
+														  COERCION_EXPLICIT,
+														  COERCE_EXPLICIT_CAST,
+														  fexpr->location);
+				}
+				else
+					final_func = jsonb_finish_func;
+
+				PG_RETURN_POINTER(final_func);
+			case BOOLOID:
+				final_func = makeFuncExpr(F_JSONB_FINISH_BOOL, BOOLOID,
+										  list_make1(jsonb_start_func), collid,
+										  inputcollid, COERCE_EXPLICIT_CALL);
+				PG_RETURN_POINTER(final_func);
+			default:
+				PG_RETURN_POINTER(NULL);
+		}
+	}
+
+	PG_RETURN_POINTER(NULL);
+}
+
+
+/*
+ * jsonb_finish_numeric
+ *		convert the JsonbValue to a numeric datum and raise error if
+ * necessary.
+ */
+Datum
+jsonb_finish_numeric(PG_FUNCTION_ARGS)
+{
+	JsonbValue *v = (JsonbValue *) PG_GETARG_POINTER(0);
+
+	/*
+	 * XXX: when converting a non jbvNumeric JsonbValue to numeric, some error
+	 * like "cannot cast jsonb xxx to type yyy" should be raised, here the xxx
+	 * is the real type of jsonbvalue, yyy is the desired type. if we just
+	 * want to say yyy is "numeric", arg(1) is not needed, but if we have to
+	 * insist on the error message compatible, we have to input this extra
+	 * argument.
+	 */
+	Oid			final_oid = PG_GETARG_OID(1);
+
+	if (v->type != jbvNumeric)
+		cannotCastJsonbValue(v->type, format_type_be(final_oid));
+	PG_RETURN_NUMERIC(v->val.numeric);
+}
+
+/*
+ * jsonb_finish_numeric
+ *		convert the JsonbValue to a bool datum and raise error if
+ * necessary.
+ */
+Datum
+jsonb_finish_bool(PG_FUNCTION_ARGS)
+{
+	JsonbValue *v = (JsonbValue *) PG_GETARG_POINTER(0);
+
+	if (v->type != jbvBool)
+		cannotCastJsonbValue(v->type, "boolean");
+	PG_RETURN_BOOL(v->val.boolean);
+}
+
 Datum
 jsonb_bool(PG_FUNCTION_ARGS)
 {
diff --git a/src/backend/utils/adt/jsonbsubs.c b/src/backend/utils/adt/jsonbsubs.c
index 2b037131c9..1bb9c25826 100644
--- a/src/backend/utils/adt/jsonbsubs.c
+++ b/src/backend/utils/adt/jsonbsubs.c
@@ -248,7 +248,7 @@ jsonb_subscript_fetch(ExprState *state,
 									  workspace->index,
 									  sbsrefstate->numupper,
 									  op->resnull,
-									  false);
+									  JsonbValue_AsJsonb);
 }
 
 /*
@@ -340,7 +340,7 @@ jsonb_subscript_fetch_old(ExprState *state,
 												   sbsrefstate->upperindex,
 												   sbsrefstate->numupper,
 												   &sbsrefstate->prevnull,
-												   false);
+												   JsonbValue_AsJsonb);
 	}
 }
 
diff --git a/src/backend/utils/adt/jsonfuncs.c b/src/backend/utils/adt/jsonfuncs.c
index 83125b06a4..6585f6730d 100644
--- a/src/backend/utils/adt/jsonfuncs.c
+++ b/src/backend/utils/adt/jsonfuncs.c
@@ -358,7 +358,7 @@ static JsonParseErrorType get_scalar(void *state, char *token, JsonTokenType tok
 static Datum get_path_all(FunctionCallInfo fcinfo, bool as_text);
 static text *get_worker(text *json, char **tpath, int *ipath, int npath,
 						bool normalize_results);
-static Datum get_jsonb_path_all(FunctionCallInfo fcinfo, bool as_text);
+static Datum get_jsonb_path_all(FunctionCallInfo fcinfo, JsonbValueTarget target);
 static text *JsonbValueAsText(JsonbValue *v);
 
 /* semantic action functions for json_array_length */
@@ -500,6 +500,24 @@ static JsonParseErrorType transform_string_values_object_field_start(void *state
 static JsonParseErrorType transform_string_values_array_element_start(void *state, bool isnull);
 static JsonParseErrorType transform_string_values_scalar(void *state, char *token, JsonTokenType tokentype);
 
+/*
+ * convert_jsonbvalue
+ * 		convert the JsonbValue to Text, Jsonb or just a pointer datum.
+ */
+Datum
+convert_jsonbvalue(JsonbValue *jbv, JsonbValueTarget target)
+{
+	switch (target)
+	{
+		case JsonbValue_AsJsonbValue:
+			PG_RETURN_POINTER(jbv);
+		case JsonbValue_AsJsonb:
+			PG_RETURN_JSONB_P(JsonbValueToJsonb(jbv));
+		case JsonbValue_AsText:
+			PG_RETURN_TEXT_P(JsonbValueAsText(jbv));
+	}
+	PG_RETURN_POINTER(NULL);
+}
 
 /*
  * pg_parse_json_or_errsave
@@ -855,13 +873,12 @@ json_object_field(PG_FUNCTION_ARGS)
 		PG_RETURN_NULL();
 }
 
-Datum
-jsonb_object_field(PG_FUNCTION_ARGS)
+static Datum
+jsonb_object_field_internal(FunctionCallInfo fcinfo, JsonbValueTarget target)
 {
 	Jsonb	   *jb = PG_GETARG_JSONB_P(0);
 	text	   *key = PG_GETARG_TEXT_PP(1);
 	JsonbValue *v;
-	JsonbValue	vbuf;
 
 	if (!JB_ROOT_IS_OBJECT(jb))
 		PG_RETURN_NULL();
@@ -869,14 +886,26 @@ jsonb_object_field(PG_FUNCTION_ARGS)
 	v = getKeyJsonValueFromContainer(&jb->root,
 									 VARDATA_ANY(key),
 									 VARSIZE_ANY_EXHDR(key),
-									 &vbuf);
+									 NULL);
 
 	if (v != NULL)
-		PG_RETURN_JSONB_P(JsonbValueToJsonb(v));
+		return convert_jsonbvalue(v, target);
 
 	PG_RETURN_NULL();
 }
 
+Datum
+jsonb_object_field(PG_FUNCTION_ARGS)
+{
+	return jsonb_object_field_internal(fcinfo, JsonbValue_AsJsonb);
+}
+
+Datum
+jsonb_object_field_start(PG_FUNCTION_ARGS)
+{
+	return jsonb_object_field_internal(fcinfo, JsonbValue_AsJsonbValue);
+}
+
 Datum
 json_object_field_text(PG_FUNCTION_ARGS)
 {
@@ -930,8 +959,8 @@ json_array_element(PG_FUNCTION_ARGS)
 		PG_RETURN_NULL();
 }
 
-Datum
-jsonb_array_element(PG_FUNCTION_ARGS)
+static Datum
+jsonb_array_element_internal(FunctionCallInfo fcinfo, JsonbValueTarget target)
 {
 	Jsonb	   *jb = PG_GETARG_JSONB_P(0);
 	int			element = PG_GETARG_INT32(1);
@@ -953,11 +982,23 @@ jsonb_array_element(PG_FUNCTION_ARGS)
 
 	v = getIthJsonbValueFromContainer(&jb->root, element);
 	if (v != NULL)
-		PG_RETURN_JSONB_P(JsonbValueToJsonb(v));
+		return convert_jsonbvalue(v, target);
 
 	PG_RETURN_NULL();
 }
 
+Datum
+jsonb_array_element(PG_FUNCTION_ARGS)
+{
+	return jsonb_array_element_internal(fcinfo, JsonbValue_AsJsonb);
+}
+
+Datum
+jsonb_array_element_start(PG_FUNCTION_ARGS)
+{
+	return jsonb_array_element_internal(fcinfo, JsonbValue_AsJsonbValue);
+}
+
 Datum
 json_array_element_text(PG_FUNCTION_ARGS)
 {
@@ -1484,17 +1525,23 @@ get_scalar(void *state, char *token, JsonTokenType tokentype)
 Datum
 jsonb_extract_path(PG_FUNCTION_ARGS)
 {
-	return get_jsonb_path_all(fcinfo, false);
+	return get_jsonb_path_all(fcinfo, JsonbValue_AsJsonb);
 }
 
 Datum
 jsonb_extract_path_text(PG_FUNCTION_ARGS)
 {
-	return get_jsonb_path_all(fcinfo, true);
+	return get_jsonb_path_all(fcinfo, JsonbValue_AsText);
+}
+
+Datum
+jsonb_extract_path_start(PG_FUNCTION_ARGS)
+{
+	return get_jsonb_path_all(fcinfo, JsonbValue_AsJsonbValue);
 }
 
 static Datum
-get_jsonb_path_all(FunctionCallInfo fcinfo, bool as_text)
+get_jsonb_path_all(FunctionCallInfo fcinfo, JsonbValueTarget target)
 {
 	Jsonb	   *jb = PG_GETARG_JSONB_P(0);
 	ArrayType  *path = PG_GETARG_ARRAYTYPE_P(1);
@@ -1516,7 +1563,7 @@ get_jsonb_path_all(FunctionCallInfo fcinfo, bool as_text)
 
 	deconstruct_array_builtin(path, TEXTOID, &pathtext, &pathnulls, &npath);
 
-	res = jsonb_get_element(jb, pathtext, npath, &isnull, as_text);
+	res = jsonb_get_element(jb, pathtext, npath, &isnull, target);
 
 	if (isnull)
 		PG_RETURN_NULL();
@@ -1525,7 +1572,8 @@ get_jsonb_path_all(FunctionCallInfo fcinfo, bool as_text)
 }
 
 Datum
-jsonb_get_element(Jsonb *jb, Datum *path, int npath, bool *isnull, bool as_text)
+jsonb_get_element(Jsonb *jb, Datum *path, int npath, bool *isnull,
+				  JsonbValueTarget target)
 {
 	JsonbContainer *container = &jb->root;
 	JsonbValue *jbvp = NULL;
@@ -1558,16 +1606,26 @@ jsonb_get_element(Jsonb *jb, Datum *path, int npath, bool *isnull, bool as_text)
 	 */
 	if (npath <= 0 && jbvp == NULL)
 	{
-		if (as_text)
+		switch (target)
 		{
-			return PointerGetDatum(cstring_to_text(JsonbToCString(NULL,
-																  container,
-																  VARSIZE(jb))));
-		}
-		else
-		{
-			/* not text mode - just hand back the jsonb */
-			PG_RETURN_JSONB_P(jb);
+			case JsonbValue_AsText:
+				return PointerGetDatum(cstring_to_text(JsonbToCString(NULL,
+																	  container,
+																	  VARSIZE(jb))));
+				/* not text mode - just hand back the jsonb */
+			case JsonbValue_AsJsonb:
+				PG_RETURN_JSONB_P(jb);
+			case JsonbValue_AsJsonbValue:
+				{
+					JsonbValue *jbv = NULL;
+
+					if (JB_ROOT_IS_ARRAY(jb) && JB_ROOT_IS_SCALAR(jb))
+						PG_RETURN_POINTER(getIthJsonbValueFromContainer(container, 0));
+
+					jbv = palloc0(sizeof(JsonbValue));
+					JsonbToJsonbValue(jb, jbv);
+					PG_RETURN_POINTER(jbv);
+				}
 		}
 	}
 
@@ -1653,23 +1711,14 @@ jsonb_get_element(Jsonb *jb, Datum *path, int npath, bool *isnull, bool as_text)
 		}
 	}
 
-	if (as_text)
-	{
-		if (jbvp->type == jbvNull)
-		{
-			*isnull = true;
-			return PointerGetDatum(NULL);
-		}
 
-		return PointerGetDatum(JsonbValueAsText(jbvp));
-	}
-	else
+	if (target == JsonbValue_AsText && jbvp->type == jbvNull)
 	{
-		Jsonb	   *res = JsonbValueToJsonb(jbvp);
-
-		/* not text mode - just hand back the jsonb */
-		PG_RETURN_JSONB_P(res);
+		*isnull = true;
+		return PointerGetDatum(NULL);
 	}
+
+	return convert_jsonbvalue(jbvp, target);
 }
 
 Datum
diff --git a/src/backend/utils/adt/jsonpath_exec.c b/src/backend/utils/adt/jsonpath_exec.c
index 103572ed93..1a016f5b9d 100644
--- a/src/backend/utils/adt/jsonpath_exec.c
+++ b/src/backend/utils/adt/jsonpath_exec.c
@@ -523,7 +523,7 @@ jsonb_path_match_opr(PG_FUNCTION_ARGS)
  *		rowset.
  */
 static Datum
-jsonb_path_query_internal(FunctionCallInfo fcinfo, bool tz)
+jsonb_path_query_internal(FunctionCallInfo fcinfo, bool tz, JsonbValueTarget target)
 {
 	FuncCallContext *funcctx;
 	List	   *found;
@@ -567,19 +567,25 @@ jsonb_path_query_internal(FunctionCallInfo fcinfo, bool tz)
 	v = lfirst(c);
 	funcctx->user_fctx = list_delete_first(found);
 
-	SRF_RETURN_NEXT(funcctx, JsonbPGetDatum(JsonbValueToJsonb(v)));
+	SRF_RETURN_NEXT(funcctx, convert_jsonbvalue(v, target));
 }
 
 Datum
 jsonb_path_query(PG_FUNCTION_ARGS)
 {
-	return jsonb_path_query_internal(fcinfo, false);
+	return jsonb_path_query_internal(fcinfo, false, JsonbValue_AsJsonb);
 }
 
 Datum
 jsonb_path_query_tz(PG_FUNCTION_ARGS)
 {
-	return jsonb_path_query_internal(fcinfo, true);
+	return jsonb_path_query_internal(fcinfo, true, JsonbValue_AsJsonb);
+}
+
+Datum
+jsonb_path_query_start(PG_FUNCTION_ARGS)
+{
+	return jsonb_path_query_internal(fcinfo, false, JsonbValue_AsJsonbValue);
 }
 
 /*
@@ -621,7 +627,7 @@ jsonb_path_query_array_tz(PG_FUNCTION_ARGS)
  *		item.  If there are no items, NULL returned.
  */
 static Datum
-jsonb_path_query_first_internal(FunctionCallInfo fcinfo, bool tz)
+jsonb_path_query_first_internal(FunctionCallInfo fcinfo, bool tz, JsonbValueTarget target)
 {
 	Jsonb	   *jb = PG_GETARG_JSONB_P(0);
 	JsonPath   *jp = PG_GETARG_JSONPATH_P(1);
@@ -634,7 +640,11 @@ jsonb_path_query_first_internal(FunctionCallInfo fcinfo, bool tz)
 						   jb, !silent, &found, tz);
 
 	if (JsonValueListLength(&found) >= 1)
-		PG_RETURN_JSONB_P(JsonbValueToJsonb(JsonValueListHead(&found)));
+	{
+		JsonbValue *jbv = JsonValueListHead(&found);
+
+		return convert_jsonbvalue(jbv, target);
+	}
 	else
 		PG_RETURN_NULL();
 }
@@ -642,13 +652,19 @@ jsonb_path_query_first_internal(FunctionCallInfo fcinfo, bool tz)
 Datum
 jsonb_path_query_first(PG_FUNCTION_ARGS)
 {
-	return jsonb_path_query_first_internal(fcinfo, false);
+	return jsonb_path_query_first_internal(fcinfo, false, JsonbValue_AsJsonb);
 }
 
 Datum
 jsonb_path_query_first_tz(PG_FUNCTION_ARGS)
 {
-	return jsonb_path_query_first_internal(fcinfo, true);
+	return jsonb_path_query_first_internal(fcinfo, true, JsonbValue_AsJsonb);
+}
+
+Datum
+jsonb_path_query_first_start(PG_FUNCTION_ARGS)
+{
+	return jsonb_path_query_first_internal(fcinfo, false, JsonbValue_AsJsonbValue);
 }
 
 /********************Execute functions for JsonPath**************************/
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 134e3b22fd..dd0e45954e 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -4605,25 +4605,25 @@
   proname => 'pg_lsn', prorettype => 'pg_lsn', proargtypes => 'numeric',
   prosrc => 'numeric_pg_lsn' },
 
-{ oid => '3556', descr => 'convert jsonb to boolean',
+{ oid => '3556', descr => 'convert jsonb to boolean', prosupport => 'jsonb_cast_support',
   proname => 'bool', prorettype => 'bool', proargtypes => 'jsonb',
   prosrc => 'jsonb_bool' },
 { oid => '3449', descr => 'convert jsonb to numeric',
-  proname => 'numeric', prorettype => 'numeric', proargtypes => 'jsonb',
+  proname => 'numeric', prorettype => 'numeric', proargtypes => 'jsonb', prosupport => 'jsonb_cast_support',
   prosrc => 'jsonb_numeric' },
-{ oid => '3450', descr => 'convert jsonb to int2',
+{ oid => '3450', descr => 'convert jsonb to int2', prosupport => 'jsonb_cast_support',
   proname => 'int2', prorettype => 'int2', proargtypes => 'jsonb',
   prosrc => 'jsonb_int2' },
-{ oid => '3451', descr => 'convert jsonb to int4',
+{ oid => '3451', descr => 'convert jsonb to int4', prosupport => 'jsonb_cast_support',
   proname => 'int4', prorettype => 'int4', proargtypes => 'jsonb',
   prosrc => 'jsonb_int4' },
-{ oid => '3452', descr => 'convert jsonb to int8',
+{ oid => '3452', descr => 'convert jsonb to int8', prosupport => 'jsonb_cast_support',
   proname => 'int8', prorettype => 'int8', proargtypes => 'jsonb',
   prosrc => 'jsonb_int8' },
-{ oid => '3453', descr => 'convert jsonb to float4',
+{ oid => '3453', descr => 'convert jsonb to float4', prosupport => 'jsonb_cast_support',
   proname => 'float4', prorettype => 'float4', proargtypes => 'jsonb',
   prosrc => 'jsonb_float4' },
-{ oid => '2580', descr => 'convert jsonb to float8',
+{ oid => '2580', descr => 'convert jsonb to float8', prosupport => 'jsonb_cast_support',
   proname => 'float8', prorettype => 'float8', proargtypes => 'jsonb',
   prosrc => 'jsonb_float8' },
 
@@ -10004,6 +10004,30 @@
   proname => 'jsonb_object_field_text', prorettype => 'text',
   proargtypes => 'jsonb text', proargnames => '{from_json, field_name}',
   prosrc => 'jsonb_object_field_text' },
+{ oid => '4552', descr => 'extract jsonbvalue from jsonb for the given field',
+  proname => 'jsonb_object_field_start', prorettype => 'internal',
+  proargtypes => 'internal text', proargnames => '{from_json, field_name}',
+  prosrc => 'jsonb_object_field_start' },
+{ oid => '8688', descr => 'extract josnbvalue from jsonb array for the given index',
+  proname => 'jsonb_array_element_start', prorettype => 'internal',
+  proargtypes => 'internal int4', proargnames => '{from_jsonb, element_index}',
+  prosrc => 'jsonb_array_element_start' },
+{ oid => '4551', descr => 'extract jsonbvalue from jsonb for the given paths',
+  proname => 'jsonb_extract_path_start', provariadic => 'text', prorettype => 'internal',
+  proargtypes => 'internal _text', proallargtypes => '{internal,_text}',
+  proargmodes => '{i,v}', proargnames => '{from_jsonb,path_elems}',
+  prosrc => 'jsonb_extract_path_start'},
+{ oid => '4553', descr => 'convert a jsonbvalue to numeric',
+  proname => 'jsonb_finish_numeric', prorettype => 'numeric',
+  proargtypes => 'internal oid', proargnames => '{from_jsonvalue,target_oid}',
+  prosrc => 'jsonb_finish_numeric' },
+{ oid => '4554', descr => 'convert a jsonbvalue to boolean',
+  proname => 'jsonb_finish_bool', prorettype => 'bool',
+  proargtypes => 'internal', proargnames => '{jsonvalue}',
+  prosrc => 'jsonb_finish_bool' },
+{ oid => '3814', descr => 'planner support for numeric(jsonb)',
+  proname => 'jsonb_cast_support', prorettype => 'internal',
+  proargtypes => 'internal', prosrc => 'jsonb_cast_support' },
 { oid => '3215',
   proname => 'jsonb_array_element', prorettype => 'jsonb',
   proargtypes => 'jsonb int4', proargnames => '{from_json, element_index}',
@@ -10200,6 +10224,10 @@
   proname => 'jsonb_path_query', prorows => '1000', proretset => 't',
   prorettype => 'jsonb', proargtypes => 'jsonb jsonpath jsonb bool',
   prosrc => 'jsonb_path_query' },
+{ oid => '4557', descr => 'jsonpath query as jsonbvalue',
+  proname => 'jsonb_path_query_start', prorows => '1000', proretset => 't',
+  prorettype => 'internal', proargtypes => 'internal jsonpath jsonb bool',
+  prosrc => 'jsonb_path_query_start' },
 { oid => '4007', descr => 'jsonpath query wrapped into array',
   proname => 'jsonb_path_query_array', prorettype => 'jsonb',
   proargtypes => 'jsonb jsonpath jsonb bool',
@@ -10208,6 +10236,10 @@
   proname => 'jsonb_path_query_first', prorettype => 'jsonb',
   proargtypes => 'jsonb jsonpath jsonb bool',
   prosrc => 'jsonb_path_query_first' },
+{ oid => '4555', descr => 'jsonpath query first item as jsonbvalue',
+  proname => 'jsonb_path_query_first_start', prorettype => 'internal',
+  proargtypes => 'internal jsonpath jsonb bool',
+  prosrc => 'jsonb_path_query_first_start' },
 { oid => '4009', descr => 'jsonpath match',
   proname => 'jsonb_path_match', prorettype => 'bool',
   proargtypes => 'jsonb jsonpath jsonb bool', prosrc => 'jsonb_path_match' },
diff --git a/src/include/utils/jsonb.h b/src/include/utils/jsonb.h
index d589ace5a2..a177d37c8d 100644
--- a/src/include/utils/jsonb.h
+++ b/src/include/utils/jsonb.h
@@ -294,6 +294,13 @@ struct JsonbValue
 	}			val;
 };
 
+typedef enum JsonbValueTarget
+{
+	JsonbValue_AsJsonbValue,
+	JsonbValue_AsJsonb,
+	JsonbValue_AsText
+} JsonbValueTarget;
+
 #define IsAJsonbScalar(jsonbval)	(((jsonbval)->type >= jbvNull && \
 									  (jsonbval)->type <= jbvBool) || \
 									  (jsonbval)->type == jbvDatetime)
@@ -429,12 +436,12 @@ extern const char *JsonbTypeName(JsonbValue *val);
 extern Datum jsonb_set_element(Jsonb *jb, Datum *path, int path_len,
 							   JsonbValue *newval);
 extern Datum jsonb_get_element(Jsonb *jb, Datum *path, int npath,
-							   bool *isnull, bool as_text);
+							   bool *isnull, JsonbValueTarget target);
 extern bool to_jsonb_is_immutable(Oid typoid);
 extern Datum jsonb_build_object_worker(int nargs, const Datum *args, const bool *nulls,
 									   const Oid *types, bool absent_on_null,
 									   bool unique_keys);
 extern Datum jsonb_build_array_worker(int nargs, const Datum *args, const bool *nulls,
 									  const Oid *types, bool absent_on_null);
-
+extern Datum convert_jsonbvalue(JsonbValue *jbv, JsonbValueTarget target);
 #endif							/* __JSONB_H__ */
diff --git a/src/test/regress/expected/jsonb.out b/src/test/regress/expected/jsonb.out
index 66bee5162b..44f2db574d 100644
--- a/src/test/regress/expected/jsonb.out
+++ b/src/test/regress/expected/jsonb.out
@@ -457,8 +457,114 @@ CREATE TEMP TABLE test_jsonb (
 );
 INSERT INTO test_jsonb VALUES
 ('scalar','"a scalar"'),
+('scalarint','2'),
 ('array','["zero", "one","two",null,"four","five", [1,2,3],{"f1":9}]'),
-('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}}');
+('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}, "field7": true, "field8": [1,2,3,4,5]}');
+\pset null NULL
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT
+(test_json -> 'field4')::numeric,
+(test_json -> 'field4')::int2,
+(test_json -> 'field4')::int4,
+(test_json -> 'field4')::int8,
+(test_json -> 'field4')::float4,
+(test_json -> 'field4')::float8,
+(test_json->'field5' -> 0)::numeric,
+(test_json->'field5' -> 10)::numeric,
+(test_json#>'{"field6", "f1"}')::numeric,
+(test_json#>'{"field6", "f2"}')::numeric,
+(test_json#>'{"field7"}')::bool
+FROM test_jsonb
+WHERE json_type = 'object';
+                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       QUERY PLAN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_finish_numeric(jsonb_object_field_start((test_json)::internal, 'field4'::text), '1700'::oid), (jsonb_finish_numeric(jsonb_object_field_start((test_json)::internal, 'field4'::text), '21'::oid))::smallint, (jsonb_finish_numeric(jsonb_object_field_start((test_json)::internal, 'field4'::text), '23'::oid))::integer, (jsonb_finish_numeric(jsonb_object_field_start((test_json)::internal, 'field4'::text), '20'::oid))::bigint, (jsonb_finish_numeric(jsonb_object_field_start((test_json)::internal, 'field4'::text), '700'::oid))::real, (jsonb_finish_numeric(jsonb_object_field_start((test_json)::internal, 'field4'::text), '701'::oid))::double precision, jsonb_finish_numeric(jsonb_array_element_start(((test_json -> 'field5'::text))::internal, 0), '1700'::oid), jsonb_finish_numeric(jsonb_array_element_start(((test_json -> 'field5'::text))::internal, 10), '1700'::oid), jsonb_finish_numeric(jsonb_extract_path_start((test_json)::internal, VARIADIC '{field6,f1}'::text[]), '1700'::oid), jsonb_finish_numeric(jsonb_extract_path_start((test_json)::internal, VARIADIC '{field6,f2}'::text[]), '1700'::oid), jsonb_finish_bool(jsonb_extract_path_start((test_json)::internal, VARIADIC '{field7}'::text[]))
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+SELECT
+(test_json -> 'field4')::numeric,
+(test_json -> 'field4')::int2,
+(test_json -> 'field4')::int4,
+(test_json -> 'field4')::int8,
+(test_json -> 'field4')::float4,
+(test_json -> 'field4')::float8,
+(test_json -> 'field5' -> 0)::numeric,
+(test_json -> 'field5' -> 10)::numeric,
+(test_json #> '{"field6", "f1"}')::numeric,
+(test_json #> '{"field6", "f2"}')::numeric,
+(test_json#>'{"field7"}')::bool
+FROM test_jsonb
+WHERE json_type = 'object';
+ numeric | int2 | int4 | int8 | float4 | float8 | numeric | numeric | numeric | numeric | bool 
+---------+------+------+------+--------+--------+---------+---------+---------+---------+------
+       4 |    4 |    4 |    4 |      4 |      4 |       1 |    NULL |       9 |    NULL | t
+(1 row)
+
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2,
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2
+FROM test_jsonb
+WHERE json_type = 'object';
+                                                                                                                                                                                                                                                                                                                             QUERY PLAN                                                                                                                                                                                                                                                                                                                             
+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+ Result
+   Output: (jsonb_path_query(test_json, '$."field8"[*]?(@ >= $"min" && @ <= $"max")'::jsonpath, '{"max": 4, "min": 2}'::jsonb, false)), jsonb_path_query_first(test_json, '$."field8"[*]?(@ >= $"min" && @ <= $"max")'::jsonpath, '{"max": 4, "min": 2}'::jsonb, false), (jsonb_finish_numeric((jsonb_path_query_start((test_json)::internal, '$."field8"[*]?(@ >= $"min" && @ <= $"max")'::jsonpath, '{"max": 4, "min": 2}'::jsonb, false)), '21'::oid))::smallint, (jsonb_finish_numeric(jsonb_path_query_first_start((test_json)::internal, '$."field8"[*]?(@ >= $"min" && @ <= $"max")'::jsonpath, '{"max": 4, "min": 2}'::jsonb, false), '21'::oid))::smallint
+   ->  ProjectSet
+         Output: jsonb_path_query(test_json, '$."field8"[*]?(@ >= $"min" && @ <= $"max")'::jsonpath, '{"max": 4, "min": 2}'::jsonb, false), jsonb_path_query_start((test_json)::internal, '$."field8"[*]?(@ >= $"min" && @ <= $"max")'::jsonpath, '{"max": 4, "min": 2}'::jsonb, false), test_json
+         ->  Seq Scan on pg_temp.test_jsonb
+               Output: json_type, test_json
+               Filter: (test_jsonb.json_type = 'object'::text)
+(7 rows)
+
+SELECT
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2,
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2
+FROM test_jsonb
+WHERE json_type = 'object';
+ jsonb_path_query | jsonb_path_query_first | jsonb_path_query | jsonb_path_query_first 
+------------------+------------------------+------------------+------------------------
+ 2                | 2                      |                2 |                      2
+ 3                | 2                      |                3 |                      2
+ 4                | 2                      |                4 |                      2
+(3 rows)
+
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT (test_json #> '{}')::numeric FROM test_jsonb WHERE json_type = 'scalarint';
+                                                     QUERY PLAN                                                      
+---------------------------------------------------------------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: jsonb_finish_numeric(jsonb_extract_path_start((test_json)::internal, VARIADIC '{}'::text[]), '1700'::oid)
+   Filter: (test_jsonb.json_type = 'scalarint'::text)
+(3 rows)
+
+SELECT (test_json #> '{}')::numeric FROM test_jsonb WHERE json_type = 'scalarint';
+ numeric 
+---------
+       2
+(1 row)
+
+-- let raise some errors.
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT (test_json -> 'field1')::int4 FROM test_jsonb WHERE json_type = 'object';
+                                                      QUERY PLAN                                                       
+-----------------------------------------------------------------------------------------------------------------------
+ Seq Scan on pg_temp.test_jsonb
+   Output: (jsonb_finish_numeric(jsonb_object_field_start((test_json)::internal, 'field1'::text), '23'::oid))::integer
+   Filter: (test_jsonb.json_type = 'object'::text)
+(3 rows)
+
+SELECT (test_json -> 'field1')::int4 FROM test_jsonb WHERE json_type = 'object';
+ERROR:  cannot cast jsonb string to type integer
+SELECT (test_json -> 'field1')::bool FROM test_jsonb WHERE json_type = 'object';
+ERROR:  cannot cast jsonb string to type boolean
+\pset null ''
 SELECT test_json -> 'x' FROM test_jsonb WHERE json_type = 'scalar';
  ?column? 
 ----------
@@ -586,7 +692,9 @@ SELECT jsonb_object_keys(test_json) FROM test_jsonb WHERE json_type = 'object';
  field4
  field5
  field6
-(6 rows)
+ field7
+ field8
+(8 rows)
 
 -- nulls
 SELECT (test_json->'field3') IS NULL AS expect_false FROM test_jsonb WHERE json_type = 'object';
diff --git a/src/test/regress/sql/jsonb.sql b/src/test/regress/sql/jsonb.sql
index 97bc2242a1..9886044c82 100644
--- a/src/test/regress/sql/jsonb.sql
+++ b/src/test/regress/sql/jsonb.sql
@@ -154,8 +154,72 @@ CREATE TEMP TABLE test_jsonb (
 
 INSERT INTO test_jsonb VALUES
 ('scalar','"a scalar"'),
+('scalarint','2'),
 ('array','["zero", "one","two",null,"four","five", [1,2,3],{"f1":9}]'),
-('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}}');
+('object','{"field1":"val1","field2":"val2","field3":null, "field4": 4, "field5": [1,2,3], "field6": {"f1":9}, "field7": true, "field8": [1,2,3,4,5]}');
+
+\pset null NULL
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT
+(test_json -> 'field4')::numeric,
+(test_json -> 'field4')::int2,
+(test_json -> 'field4')::int4,
+(test_json -> 'field4')::int8,
+(test_json -> 'field4')::float4,
+(test_json -> 'field4')::float8,
+(test_json->'field5' -> 0)::numeric,
+(test_json->'field5' -> 10)::numeric,
+(test_json#>'{"field6", "f1"}')::numeric,
+(test_json#>'{"field6", "f2"}')::numeric,
+(test_json#>'{"field7"}')::bool
+FROM test_jsonb
+WHERE json_type = 'object';
+
+SELECT
+(test_json -> 'field4')::numeric,
+(test_json -> 'field4')::int2,
+(test_json -> 'field4')::int4,
+(test_json -> 'field4')::int8,
+(test_json -> 'field4')::float4,
+(test_json -> 'field4')::float8,
+(test_json -> 'field5' -> 0)::numeric,
+(test_json -> 'field5' -> 10)::numeric,
+(test_json #> '{"field6", "f1"}')::numeric,
+(test_json #> '{"field6", "f2"}')::numeric,
+(test_json#>'{"field7"}')::bool
+FROM test_jsonb
+WHERE json_type = 'object';
+
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2,
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2
+FROM test_jsonb
+WHERE json_type = 'object';
+
+SELECT
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}'),
+jsonb_path_query(test_json,'$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2,
+jsonb_path_query_first(test_json, '$.field8[*] ? (@ >= $min && @ <= $max)', '{"min":2, "max":4}')::int2
+FROM test_jsonb
+WHERE json_type = 'object';
+
+
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT (test_json #> '{}')::numeric FROM test_jsonb WHERE json_type = 'scalarint';
+SELECT (test_json #> '{}')::numeric FROM test_jsonb WHERE json_type = 'scalarint';
+
+-- let raise some errors.
+EXPLAIN (COSTS OFF, VERBOSE)
+SELECT (test_json -> 'field1')::int4 FROM test_jsonb WHERE json_type = 'object';
+SELECT (test_json -> 'field1')::int4 FROM test_jsonb WHERE json_type = 'object';
+
+SELECT (test_json -> 'field1')::bool FROM test_jsonb WHERE json_type = 'object';
+
+\pset null ''
 
 SELECT test_json -> 'x' FROM test_jsonb WHERE json_type = 'scalar';
 SELECT test_json -> 'x' FROM test_jsonb WHERE json_type = 'array';
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index d551ada325..dbcc3fd15c 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1290,6 +1290,7 @@ JsonArrayQueryConstructor
 JsonBaseObjectInfo
 JsonBehavior
 JsonBehaviorType
+JsonbValueTarget
 JsonConstructorExpr
 JsonConstructorExprState
 JsonConstructorType
-- 
2.34.1

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