diff --git a/base/base/defines.h b/base/base/defines.h
index 78f5e94ee7a..6ef7528688c 100644
--- a/base/base/defines.h
+++ b/base/base/defines.h
@@ -169,5 +169,5 @@ constexpr void UNUSED(Args &&... args [[maybe_unused]]) // NOLINT(cppcoreguideli
 #define DB_CONCATENATE(s1, s2) DB_CONCATENATE_IMPL(s1, s2)
 
 #define DB_ANONYMOUS_VARIABLE(str) \
-  DB_CONCATENATE(DB_CONCATENATE(DB_CONCATENATE(str, __COUNTER__), _), __LINE__)
+    DB_CONCATENATE(DB_CONCATENATE(DB_CONCATENATE(str, __COUNTER__), _), __LINE__)
 
diff --git a/src/Common/JSONParsers/DummyJSONParser.h b/src/Common/JSONParsers/DummyJSONParser.h
index 394a2817ea1..12432e2ecad 100644
--- a/src/Common/JSONParsers/DummyJSONParser.h
+++ b/src/Common/JSONParsers/DummyJSONParser.h
@@ -87,7 +87,7 @@ struct DummyJSONParser
         static Iterator end() { return {}; }
         static size_t size() { return 0; }
         bool find(std::string_view, Element &) const { return false; } /// NOLINT
-
+        bool reset() { return true; }
 #if 0
         /// Optional: Provides access to an object's element by index.
         KeyValuePair operator[](size_t) const { return {}; }
diff --git a/src/Common/JSONParsers/SimdJSONParser.h b/src/Common/JSONParsers/SimdJSONParser.h
index 412cf2fa0d6..70306cbe57e 100644
--- a/src/Common/JSONParsers/SimdJSONParser.h
+++ b/src/Common/JSONParsers/SimdJSONParser.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include "Common/StackTrace.h"
 #include "config.h"
 
 #if USE_SIMDJSON
@@ -590,11 +591,13 @@ struct OnDemandSimdJSONParser
         }
         ALWAYS_INLINE Array getArray() const
         {
-            return value.get_array().value();
+            SIMDJSON_ASSIGN_OR_THROW(auto arr, value.get_array());
+            return arr;
         }
         ALWAYS_INLINE Object getObject() const
         {
-            return value.get_object().value();
+            SIMDJSON_ASSIGN_OR_THROW(auto obj, value.get_object());
+            return obj;
         }
 
         ALWAYS_INLINE simdjson::ondemand::value getElement() const { return value; }
@@ -610,6 +613,7 @@ struct OnDemandSimdJSONParser
         class Iterator
         {
         public:
+            Iterator() = default;
             ALWAYS_INLINE Iterator(const simdjson::ondemand::array_iterator & it_) : it(it_) {} /// NOLINT
             ALWAYS_INLINE Element operator*() const { return (*it).value(); }
             ALWAYS_INLINE Iterator & operator++() { ++it; return *this; }
@@ -623,9 +627,26 @@ struct OnDemandSimdJSONParser
         ALWAYS_INLINE Iterator begin() const { return array.begin().value(); }
         ALWAYS_INLINE Iterator end() const { return array.end().value(); }
         ALWAYS_INLINE size_t size() const { return array.count_elements().value(); }
-        ALWAYS_INLINE Element operator[](size_t index) const { return array.at(index).value(); }
+        ALWAYS_INLINE Element operator[](size_t index) const
+        {
+            if (index < last_index)
+                array.reset();
+            if (last_index == 0)
+            {
+                SIMDJSON_ASSIGN_OR_THROW(auto iter, array.begin());
+                it = iter;
+            }
+            size_t diff = index - last_index;
+            while (diff--)
+                ++it;
+            last_index = index;
+            SIMDJSON_ASSIGN_OR_THROW(auto ele, *it);
+            return ele;
+        }
 
     private:
+        mutable size_t last_index{};
+        mutable simdjson::ondemand::array_iterator it;
         mutable simdjson::ondemand::array array;
     };
 
@@ -642,8 +663,18 @@ struct OnDemandSimdJSONParser
 
             ALWAYS_INLINE KeyValuePair operator*() const
             {
-                SIMDJSON_ASSIGN_OR_THROW(auto field_wrapper, *it);
-                SIMDJSON_ASSIGN_OR_THROW(std::string_view key, field_wrapper.unescaped_key());
+                //SIMDJSON_ASSIGN_OR_THROW(auto field_wrapper, *it);
+                auto field_wrapper = *it;
+                if (field_wrapper.error())
+                {
+                    return {};
+                }
+                std::string_view key;
+                auto key_error = field_wrapper.unescaped_key().get(key);
+                if (key_error)
+                {
+                    return {};
+                }
                 ::simdjson::ondemand::value v = field_wrapper.value();
                 return {key, Element(std::move(v))};
             }
@@ -674,6 +705,14 @@ struct OnDemandSimdJSONParser
             return true;
         }
 
+        bool reset()
+        {
+            auto v = object.reset();
+            if (v.error())
+                return false;
+            return true;
+        }
+
         /// Optional: Provides access to an object's element by index.
         KeyValuePair operator[](size_t index) const
         {
diff --git a/src/Functions/FunctionSQLJSON.h b/src/Functions/FunctionSQLJSON.h
index d56e655e126..300c6152b4d 100644
--- a/src/Functions/FunctionSQLJSON.h
+++ b/src/Functions/FunctionSQLJSON.h
@@ -102,8 +102,12 @@ public:
     }
 
     /// serialize the json element into column's buffer directly
-    void addElement(const Element & element)
+    void addElement(const Element & element, const std::string sep = ", ")
     {
+        if (is_first)
+            is_first = false;
+        else
+            addRawData(sep.data(), sep.size());
         formatter.append(element.getElement());
     }
     void commit()
@@ -121,7 +125,7 @@ private:
     IColumn::Offsets & offsets;
     Formatter formatter;
     size_t prev_offset;
-
+    bool is_first{true};
 };
 
 
@@ -364,7 +368,7 @@ public:
                 /// Here it is possible to handle errors with ON ERROR (as described in ISO/IEC TR 19075-6),
                 ///  however this functionality is not implemented yet
             }
-            current_element = root;
+            //current_element = root;
         }
 
         if (status == VisitorStatus::Exhausted)
@@ -416,19 +420,16 @@ public:
         bool success = false;
         const char * array_begin = "[";
         const char * array_end = "]";
-        const char * comma = ", ";
+        //const char * comma = ", ";
         JSONStringSerializer json_serializer(col_str);
         json_serializer.addRawData(array_begin, 1);
-        while ((status = generator_json_path.getNextItem(current_element)) != VisitorStatus::Exhausted)
+        //std::vector<Element> result{};
+        std::function<void(const Element&)> result_func= [&json_serializer](const Element & element) { json_serializer.addElement(element); };
+        while ((status = generator_json_path.getNextItemBatch(current_element, result_func)) != VisitorStatus::Exhausted)
         {
             if (status == VisitorStatus::Ok)
             {
-                if (success)
-                {
-                    json_serializer.addRawData(comma, 2);
-                }
                 success = true;
-                json_serializer.addElement(current_element);
             }
             else if (status == VisitorStatus::Error)
             {
@@ -436,7 +437,8 @@ public:
                 /// Here it is possible to handle errors with ON ERROR (as described in ISO/IEC TR 19075-6),
                 ///  however this functionality is not implemented yet
             }
-            current_element = root;
+            //current_element = root;
+            //result.clear();
         }
         if (!success)
         {
diff --git a/src/Functions/JSONPath/Generator/GeneratorJSONPath.h b/src/Functions/JSONPath/Generator/GeneratorJSONPath.h
index 1016d776be0..02ef44a3adc 100644
--- a/src/Functions/JSONPath/Generator/GeneratorJSONPath.h
+++ b/src/Functions/JSONPath/Generator/GeneratorJSONPath.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <utility>
 #include <Functions/JSONPath/Generator/IGenerator.h>
 #include <Functions/JSONPath/Generator/VisitorJSONPathMemberAccess.h>
 #include <Functions/JSONPath/Generator/VisitorJSONPathRange.h>
@@ -21,6 +22,7 @@ template <typename JSONParser>
 class GeneratorJSONPath : public IGenerator<JSONParser>
 {
 public:
+    using TElement = typename JSONParser::Element;
     /**
      * Traverses children ASTs of ASTJSONPathQuery and creates a vector of corresponding visitors
      * @param query_ptr_ pointer to ASTJSONPathQuery
@@ -80,11 +82,6 @@ public:
                 return VisitorStatus::Exhausted;
             }
 
-            for (int i = 0; i < current_visitor; ++i)
-            {
-                visitors[i]->apply(current);
-            }
-
             VisitorStatus status = VisitorStatus::Error;
             for (size_t i = current_visitor; i < visitors.size(); ++i)
             {
@@ -105,6 +102,31 @@ public:
         }
     }
 
+    VisitorStatus getNextItemBatch(TElement & element, std::function<void(const TElement &)> & res_func) override
+    {
+        while (true)
+        {
+            /// element passed to us actually is root, so here we assign current to root
+            auto current = element;
+            if (current_visitor < 0)
+                return VisitorStatus::Exhausted;
+
+            VisitorStatus status = VisitorStatus::Error;
+            size_t visitor_size = visitors.size();
+            for (size_t i = current_visitor; i < visitor_size; ++i)
+            {
+                status = visitors[i]->visitBatch(current, res_func, i == visitor_size - 1);
+                current_visitor = static_cast<int>(i);
+                if (status == VisitorStatus::Error || status == VisitorStatus::Ignore)
+                    break;
+            }
+            updateVisitorsForNextRun();
+
+            if (status != VisitorStatus::Ignore)
+                return status;
+        }
+    }
+
     void reinitialize()
     {
         while (current_visitor >= 0)
diff --git a/src/Functions/JSONPath/Generator/IGenerator.h b/src/Functions/JSONPath/Generator/IGenerator.h
index d3a6c32de72..a91c940316d 100644
--- a/src/Functions/JSONPath/Generator/IGenerator.h
+++ b/src/Functions/JSONPath/Generator/IGenerator.h
@@ -10,6 +10,8 @@ template <typename JSONParser>
 class IGenerator
 {
 public:
+    using TElement = typename JSONParser::Element;
+
     IGenerator() = default;
 
     virtual const char * getName() const = 0;
@@ -20,7 +22,9 @@ public:
      * @param element to be extracted into
      * @return true if generator is not exhausted
      */
-    virtual VisitorStatus getNextItem(typename JSONParser::Element & element) = 0;
+    virtual VisitorStatus getNextItem(TElement & element) = 0;
+
+    virtual VisitorStatus getNextItemBatch(TElement & element, std::function<void(const TElement &)> & ) = 0;
 
     virtual ~IGenerator() = default;
 };
diff --git a/src/Functions/JSONPath/Generator/IVisitor.h b/src/Functions/JSONPath/Generator/IVisitor.h
index 1a94106a435..1a39a09bad6 100644
--- a/src/Functions/JSONPath/Generator/IVisitor.h
+++ b/src/Functions/JSONPath/Generator/IVisitor.h
@@ -8,6 +8,7 @@ template <typename JSONParser>
 class IVisitor
 {
 public:
+    using TElement = typename JSONParser::Element;
     virtual const char * getName() const = 0;
 
     /**
@@ -15,12 +16,13 @@ public:
      * @param element simdjson element
      */
     virtual VisitorStatus visit(typename JSONParser::Element & element) = 0;
+    virtual VisitorStatus visitBatch(TElement & element, std::function<void(const TElement &)> & , bool ) = 0;
 
-    /**
+     /**
      * Applies this visitor to document, but does not mutate state
      * @param element simdjson element
      */
-    virtual VisitorStatus apply(typename JSONParser::Element & element) const = 0;
+    virtual VisitorStatus apply(typename JSONParser::Element & element) = 0;
 
     /**
      * Restores visitor's initial state for later use
diff --git a/src/Functions/JSONPath/Generator/VisitorJSONPathMemberAccess.h b/src/Functions/JSONPath/Generator/VisitorJSONPathMemberAccess.h
index 8446e1ff3be..efbd3d9fba6 100644
--- a/src/Functions/JSONPath/Generator/VisitorJSONPathMemberAccess.h
+++ b/src/Functions/JSONPath/Generator/VisitorJSONPathMemberAccess.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <optional>
 #include <Functions/JSONPath/ASTs/ASTJSONPathMemberAccess.h>
 #include <Functions/JSONPath/Generator/IVisitor.h>
 #include <Functions/JSONPath/Generator/VisitorStatus.h>
@@ -10,33 +11,51 @@ template <typename JSONParser>
 class VisitorJSONPathMemberAccess : public IVisitor<JSONParser>
 {
 public:
+    using TElement = JSONParser::Element;
     explicit VisitorJSONPathMemberAccess(ASTPtr member_access_ptr_)
         : member_access_ptr(member_access_ptr_->as<ASTJSONPathMemberAccess>()) { }
 
     const char * getName() const override { return "VisitorJSONPathMemberAccess"; }
 
-    VisitorStatus apply(typename JSONParser::Element & element) const override
+    VisitorStatus apply(typename JSONParser::Element & element) override
     {
         typename JSONParser::Element result;
-        element.getObject().find(std::string_view(member_access_ptr->member_name), result);
-        element = result;
+        auto obj = element.getObject();
+        if (!obj.find(std::string_view(member_access_ptr->member_name), result))
+        {
+            return VisitorStatus::Error;
+        }
+        element = std::move(result);
         return VisitorStatus::Ok;
     }
 
     VisitorStatus visit(typename JSONParser::Element & element) override
     {
+        if (this->isExhausted())
+        {
+            return VisitorStatus::Exhausted;
+        }
         this->setExhausted(true);
         if (!element.isObject())
         {
             return VisitorStatus::Error;
         }
-        typename JSONParser::Element result;
-        if (!element.getObject().find(std::string_view(member_access_ptr->member_name), result))
-        {
+        return apply(element);
+    }
+
+    VisitorStatus visitBatch(TElement & element, std::function<void(const TElement &)> & res_func, bool can_reduce) override
+    {
+        if (this->isExhausted())
+            return VisitorStatus::Exhausted;
+        this->setExhausted(true);
+        if (!element.isObject())
             return VisitorStatus::Error;
-        }
-        apply(element);
-        return VisitorStatus::Ok;
+
+        auto status = apply(element);
+        if (status == VisitorStatus::Ok && can_reduce)
+            res_func(element);
+
+        return status;
     }
 
     void reinitialize() override { this->setExhausted(false); }
diff --git a/src/Functions/JSONPath/Generator/VisitorJSONPathRange.h b/src/Functions/JSONPath/Generator/VisitorJSONPathRange.h
index 708a71f7cf4..7cb429d59bb 100644
--- a/src/Functions/JSONPath/Generator/VisitorJSONPathRange.h
+++ b/src/Functions/JSONPath/Generator/VisitorJSONPathRange.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <optional>
 #include <Functions/JSONPath/ASTs/ASTJSONPathRange.h>
 #include <Functions/JSONPath/Generator/IVisitor.h>
 #include <Functions/JSONPath/Generator/VisitorStatus.h>
@@ -18,23 +19,80 @@ public:
 
     const char * getName() const override { return "VisitorJSONPathRange"; }
 
-    VisitorStatus apply(typename JSONParser::Element & element) const override
+    VisitorStatus apply(typename JSONParser::Element & element) override
     {
-        typename JSONParser::Array array = element.getArray();
-        element = array[current_index];
+        element = (*array)[current_index];
         return VisitorStatus::Ok;
     }
+    using TElement = JSONParser::Element;
+    VisitorStatus visitBatch(TElement & element, std::function<void(const TElement &)> & res_func, bool can_reduce) override
+    {
+        if (!array && !element.isArray())
+        {
+            this->setExhausted(true);
+            return VisitorStatus::Error;
+        }
+
+        VisitorStatus status = VisitorStatus::Ok;
+        if (!array)
+        {
+            current_element = element;
+            array = current_element.getArray();
+            if (!can_reduce)
+                array_size = array.value().size();
+        }
+
+        if (can_reduce)
+        {
+            std::set<size_t> index_set{};
+            for (auto range: range_ptr->ranges)
+                for (size_t i = range.first ; i < range.second; ++i)
+                    index_set.insert(i);
+
+            size_t idx = 0;
+            for (auto item: array.value())
+                if (index_set.find(idx++) != index_set.end())
+                    res_func(item);
+
+            this->setExhausted(true);
+            status = VisitorStatus::Ok;
+        }
+        else
+        {
+            if (current_index < array_size.value())
+            {
+                apply(element);
+                status = VisitorStatus::Ok;
+            }
+            else
+                status = VisitorStatus::Ignore;
+
+            if (current_index + 1 == range_ptr->ranges[current_range].second
+                && current_range + 1 == range_ptr->ranges.size())
+            {
+                this->setExhausted(true);
+            }
+        }
+
+        return status;
+    }
 
     VisitorStatus visit(typename JSONParser::Element & element) override
     {
-        if (!element.isArray())
+        if (!array && !element.isArray())
         {
             this->setExhausted(true);
             return VisitorStatus::Error;
         }
 
         VisitorStatus status;
-        if (current_index < element.getArray().size())
+        if (!array)
+        {
+            current_element = element;
+            array = current_element.getArray();
+            array_size = array.value().size();
+        }
+        if (current_index < array_size.value())
         {
             apply(element);
             status = VisitorStatus::Ok;
@@ -58,6 +116,8 @@ public:
         current_range = 0;
         current_index = range_ptr->ranges[current_range].first;
         this->setExhausted(false);
+        array_size.reset();
+        array.reset();
     }
 
     void updateState() override
@@ -74,6 +134,9 @@ private:
     ASTJSONPathRange * range_ptr;
     size_t current_range;
     UInt32 current_index;
+    std::optional<size_t> array_size{};
+    std::optional<typename JSONParser::Array> array{};
+    typename JSONParser::Element current_element{};
 };
 
 }
diff --git a/src/Functions/JSONPath/Generator/VisitorJSONPathRoot.h b/src/Functions/JSONPath/Generator/VisitorJSONPathRoot.h
index 71569d3c0a0..6f980073030 100644
--- a/src/Functions/JSONPath/Generator/VisitorJSONPathRoot.h
+++ b/src/Functions/JSONPath/Generator/VisitorJSONPathRoot.h
@@ -10,11 +10,12 @@ template <typename JSONParser>
 class VisitorJSONPathRoot : public IVisitor<JSONParser>
 {
 public:
+    using TElement = JSONParser::Element;
     explicit VisitorJSONPathRoot(ASTPtr) { }
 
     const char * getName() const override { return "VisitorJSONPathRoot"; }
 
-    VisitorStatus apply(typename JSONParser::Element & /*element*/) const override
+    VisitorStatus apply(typename JSONParser::Element & /*element*/) override
     {
         /// No-op on document, since we are already passed document's root
         return VisitorStatus::Ok;
@@ -27,9 +28,19 @@ public:
         return VisitorStatus::Ok;
     }
 
+    VisitorStatus visitBatch(TElement & element, std::function<void(const TElement &)> & res_func, bool can_reduce) override
+    {
+        apply(element);
+        this->setExhausted(true);
+        if (can_reduce)
+            res_func(element);
+        return VisitorStatus::Ok;
+    }
+
     void reinitialize() override { this->setExhausted(false); }
 
     void updateState() override { }
+
 };
 
 }
diff --git a/src/Functions/JSONPath/Generator/VisitorJSONPathStar.h b/src/Functions/JSONPath/Generator/VisitorJSONPathStar.h
index 0c297f64316..d36a323abe7 100644
--- a/src/Functions/JSONPath/Generator/VisitorJSONPathStar.h
+++ b/src/Functions/JSONPath/Generator/VisitorJSONPathStar.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <optional>
 #include <Functions/JSONPath/ASTs/ASTJSONPathStar.h>
 #include <Functions/JSONPath/Generator/IVisitor.h>
 #include <Functions/JSONPath/Generator/VisitorStatus.h>
@@ -17,23 +18,27 @@ public:
 
     const char * getName() const override { return "VisitorJSONPathStar"; }
 
-    VisitorStatus apply(typename JSONParser::Element & element) const override
+    VisitorStatus apply(typename JSONParser::Element & element) override
     {
-        typename JSONParser::Array array = element.getArray();
-        element = array[current_index];
+        element = array.value()[current_index];
         return VisitorStatus::Ok;
     }
 
     VisitorStatus visit(typename JSONParser::Element & element) override
     {
-        if (!element.isArray())
+        if (!array && !element.isArray())
         {
             this->setExhausted(true);
             return VisitorStatus::Error;
         }
 
+        if (!array_size)
+        {
+            array = element.getArray();
+            array_size = array.value().size();
+        }
         VisitorStatus status;
-        if (current_index < element.getArray().size())
+        if (current_index < array_size.value())
         {
             apply(element);
             status = VisitorStatus::Ok;
@@ -46,11 +51,53 @@ public:
 
         return status;
     }
+    using TElement = JSONParser::Element;
+    VisitorStatus visitBatch(TElement & element, std::function<void(const TElement &)> & res_func, bool can_reduce) override
+    {
+        if (!array && !element.isArray())
+        {
+            this->setExhausted(true);
+            return VisitorStatus::Error;
+        }
+
+        if (!array)
+        {
+            array = element.getArray();
+            array_size = array.value().size();
+        }
+        VisitorStatus status = VisitorStatus::Ok;
+
+        if (can_reduce)
+        {
+            for (auto item: array.value())
+                res_func(item);
+
+            this->setExhausted(true);
+        }
+        else
+        {
+            if (current_index < array_size.value())
+            {
+                apply(element);
+                status = VisitorStatus::Ok;
+            }
+            else
+            {
+                status = VisitorStatus::Ignore;
+                this->setExhausted(true);
+            }
+
+        }
+
+        return status;
+    }
 
     void reinitialize() override
     {
         current_index = 0;
         this->setExhausted(false);
+        array_size.reset();
+        array.reset();
     }
 
     void updateState() override
@@ -59,7 +106,9 @@ public:
     }
 
 private:
-    UInt32 current_index;
+    UInt32 current_index{};
+    std::optional<typename JSONParser::Array> array{};
+    std::optional<size_t> array_size{};
 };
 
 }