diff --git a/src/Core/SortDescription.cpp b/src/Core/SortDescription.cpp
index cb7378cf096..314b6624623 100644
--- a/src/Core/SortDescription.cpp
+++ b/src/Core/SortDescription.cpp
@@ -1,6 +1,7 @@
 #include <Core/SortDescription.h>
 #include <Core/Block.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -37,6 +38,22 @@ void dumpSortDescription(const SortDescription & description, const Block & head
     }
 }
 
+void SortColumnDescription::explain(JSONBuilder::JSONMap & map, const Block & header) const
+{
+    if (!column_name.empty())
+        map.add("Column", column_name);
+    else
+    {
+        if (column_number < header.columns())
+            map.add("Column", header.getByPosition(column_number).name);
+
+        map.add("Position", column_number);
+    }
+
+    map.add("Ascending", direction > 0);
+    map.add("With Fill", with_fill);
+}
+
 std::string dumpSortDescription(const SortDescription & description)
 {
     WriteBufferFromOwnString wb;
@@ -44,5 +61,17 @@ std::string dumpSortDescription(const SortDescription & description)
     return wb.str();
 }
 
+JSONBuilder::ItemPtr explainSortDescription(const SortDescription & description, const Block & header)
+{
+    auto json_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & descr : description)
+    {
+        auto json_map = std::make_unique<JSONBuilder::JSONMap>();
+        descr.explain(*json_map, header);
+        json_array->add(std::move(json_map));
+    }
+
+    return json_array;
 }
 
+}
diff --git a/src/Core/SortDescription.h b/src/Core/SortDescription.h
index 1450393ebd8..41b4e5b6b32 100644
--- a/src/Core/SortDescription.h
+++ b/src/Core/SortDescription.h
@@ -12,6 +12,15 @@ class Collator;
 namespace DB
 {
 
+namespace JSONBuilder
+{
+    class JSONMap;
+    class IItem;
+    using ItemPtr = std::unique_ptr<IItem>;
+}
+
+class Block;
+
 struct FillColumnDescription
 {
     /// All missed values in range [FROM, TO) will be filled
@@ -62,16 +71,18 @@ struct SortColumnDescription
     {
         return fmt::format("{}:{}:dir {}nulls ", column_name, column_number, direction, nulls_direction);
     }
+
+    void explain(JSONBuilder::JSONMap & map, const Block & header) const;
 };
 
 /// Description of the sorting rule for several columns.
 using SortDescription = std::vector<SortColumnDescription>;
 
-class Block;
-
 /// Outputs user-readable description into `out`.
 void dumpSortDescription(const SortDescription & description, const Block & header, WriteBuffer & out);
 
 std::string dumpSortDescription(const SortDescription & description);
 
+JSONBuilder::ItemPtr explainSortDescription(const SortDescription & description, const Block & header);
+
 }
diff --git a/src/Interpreters/InterpreterExplainQuery.cpp b/src/Interpreters/InterpreterExplainQuery.cpp
index 8dd33a0d139..0860e3eba69 100644
--- a/src/Interpreters/InterpreterExplainQuery.cpp
+++ b/src/Interpreters/InterpreterExplainQuery.cpp
@@ -228,6 +228,7 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
     MutableColumns res_columns = sample_block.cloneEmptyColumns();
 
     WriteBufferFromOwnString buf;
+    bool single_line = false;
 
     if (ast.getKind() == ASTExplainQuery::ParsedAST)
     {
@@ -275,6 +276,8 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
             JSONBuilder::FormatContext format_context{.out = buf};
 
             plan_array->format(json_format_settings, format_context);
+
+            single_line = true;
         }
         else
             plan.explainPlan(buf, settings.query_plan_options);
@@ -310,7 +313,10 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
         }
     }
 
-    fillColumn(*res_columns[0], buf.str());
+    if (single_line)
+        res_columns[0]->insertData(buf.str().data(), buf.str().size());
+    else
+        fillColumn(*res_columns[0], buf.str());
 
     return std::make_shared<OneBlockInputStream>(sample_block.cloneWithColumns(std::move(res_columns)));
 }
diff --git a/src/Interpreters/addMissingDefaults.cpp b/src/Interpreters/addMissingDefaults.cpp
index bb444103d8e..fbf4db2f603 100644
--- a/src/Interpreters/addMissingDefaults.cpp
+++ b/src/Interpreters/addMissingDefaults.cpp
@@ -21,6 +21,9 @@ ActionsDAGPtr addMissingDefaults(
     const ColumnsDescription & columns,
     const Context & context)
 {
+
+    std::cerr << "====== addMissingDefaults " << header.dumpStructure() << std::endl;
+
     auto actions = std::make_shared<ActionsDAG>(header.getColumnsWithTypeAndName());
     auto & index = actions->getIndex();
 
diff --git a/src/Processors/QueryPlan/CreatingSetsStep.cpp b/src/Processors/QueryPlan/CreatingSetsStep.cpp
index ec710d493ed..0e04a1ab11a 100644
--- a/src/Processors/QueryPlan/CreatingSetsStep.cpp
+++ b/src/Processors/QueryPlan/CreatingSetsStep.cpp
@@ -3,6 +3,7 @@
 #include <Processors/Transforms/CreatingSetsTransform.h>
 #include <IO/Operators.h>
 #include <Interpreters/ExpressionActions.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -60,6 +61,15 @@ void CreatingSetStep::describeActions(FormatSettings & settings) const
     settings.out << description << '\n';
 }
 
+void CreatingSetStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    if (subquery_for_set.set)
+        map.add("Set", description);
+    else if (subquery_for_set.join)
+        map.add("Join", description);
+}
+
+
 CreatingSetsStep::CreatingSetsStep(DataStreams input_streams_)
 {
     if (input_streams_.empty())
diff --git a/src/Processors/QueryPlan/CreatingSetsStep.h b/src/Processors/QueryPlan/CreatingSetsStep.h
index 14006a1a384..fca24535203 100644
--- a/src/Processors/QueryPlan/CreatingSetsStep.h
+++ b/src/Processors/QueryPlan/CreatingSetsStep.h
@@ -21,6 +21,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/DistinctStep.cpp b/src/Processors/QueryPlan/DistinctStep.cpp
index ecd7918118b..5edd2f52f47 100644
--- a/src/Processors/QueryPlan/DistinctStep.cpp
+++ b/src/Processors/QueryPlan/DistinctStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/Transforms/DistinctTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -102,4 +103,13 @@ void DistinctStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void DistinctStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    auto columns_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & column : columns)
+        columns_array->add(column);
+
+    map.add("Columns", std::move(columns_array));
+}
+
 }
diff --git a/src/Processors/QueryPlan/DistinctStep.h b/src/Processors/QueryPlan/DistinctStep.h
index f4a5647fbc7..815601d6253 100644
--- a/src/Processors/QueryPlan/DistinctStep.h
+++ b/src/Processors/QueryPlan/DistinctStep.h
@@ -20,6 +20,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/FillingStep.cpp b/src/Processors/QueryPlan/FillingStep.cpp
index 1bdd4fc468c..a4306ffed2b 100644
--- a/src/Processors/QueryPlan/FillingStep.cpp
+++ b/src/Processors/QueryPlan/FillingStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/Transforms/FillingTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -50,4 +51,9 @@ void FillingStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void FillingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+}
+
 }
diff --git a/src/Processors/QueryPlan/FillingStep.h b/src/Processors/QueryPlan/FillingStep.h
index 20eb132b7a6..f4c6782e9df 100644
--- a/src/Processors/QueryPlan/FillingStep.h
+++ b/src/Processors/QueryPlan/FillingStep.h
@@ -15,6 +15,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     const SortDescription & getSortDescription() const { return sort_description; }
diff --git a/src/Processors/QueryPlan/FilterStep.cpp b/src/Processors/QueryPlan/FilterStep.cpp
index 6930d9563f9..522e7dabba8 100644
--- a/src/Processors/QueryPlan/FilterStep.cpp
+++ b/src/Processors/QueryPlan/FilterStep.cpp
@@ -4,6 +4,7 @@
 #include <Processors/Transforms/ExpressionTransform.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -113,4 +114,13 @@ void FilterStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void FilterStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Filter Column", filter_column_name);
+    map.add("Removes Filter", remove_filter_column);
+
+    auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
+    map.add("Expression", expression->toTree());
+}
+
 }
diff --git a/src/Processors/QueryPlan/FilterStep.h b/src/Processors/QueryPlan/FilterStep.h
index 0cd48691261..d01d128a08c 100644
--- a/src/Processors/QueryPlan/FilterStep.h
+++ b/src/Processors/QueryPlan/FilterStep.h
@@ -22,6 +22,7 @@ public:
 
     void updateInputStream(DataStream input_stream, bool keep_header);
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     const ActionsDAGPtr & getExpression() const { return actions_dag; }
diff --git a/src/Processors/QueryPlan/FinishSortingStep.cpp b/src/Processors/QueryPlan/FinishSortingStep.cpp
index d30e0bf9145..f8346281d10 100644
--- a/src/Processors/QueryPlan/FinishSortingStep.cpp
+++ b/src/Processors/QueryPlan/FinishSortingStep.cpp
@@ -5,6 +5,7 @@
 #include <Processors/Transforms/PartialSortingTransform.h>
 #include <Processors/Transforms/FinishSortingTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -101,4 +102,13 @@ void FinishSortingStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void FinishSortingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Prefix Sort Description", explainSortDescription(prefix_description, input_streams.front().header));
+    map.add("Result Sort Description", explainSortDescription(result_description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/FinishSortingStep.h b/src/Processors/QueryPlan/FinishSortingStep.h
index c89f8fee40d..9fe031e792d 100644
--- a/src/Processors/QueryPlan/FinishSortingStep.h
+++ b/src/Processors/QueryPlan/FinishSortingStep.h
@@ -20,6 +20,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/LimitByStep.cpp b/src/Processors/QueryPlan/LimitByStep.cpp
index 78f96d75949..8ded0784b41 100644
--- a/src/Processors/QueryPlan/LimitByStep.cpp
+++ b/src/Processors/QueryPlan/LimitByStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/Transforms/LimitByTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -72,4 +73,15 @@ void LimitByStep::describeActions(FormatSettings & settings) const
     settings.out << prefix << "Offset " << group_offset << '\n';
 }
 
+void LimitByStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    auto columns_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & column : columns)
+        columns_array->add(column);
+
+    map.add("Columns", std::move(columns_array));
+    map.add("Length", group_length);
+    map.add("Offset", group_offset);
+}
+
 }
diff --git a/src/Processors/QueryPlan/LimitByStep.h b/src/Processors/QueryPlan/LimitByStep.h
index 7b978286e48..1b574cd02a1 100644
--- a/src/Processors/QueryPlan/LimitByStep.h
+++ b/src/Processors/QueryPlan/LimitByStep.h
@@ -16,6 +16,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/LimitStep.cpp b/src/Processors/QueryPlan/LimitStep.cpp
index 4c6b4523a54..5f5a0bd0d64 100644
--- a/src/Processors/QueryPlan/LimitStep.cpp
+++ b/src/Processors/QueryPlan/LimitStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Processors/LimitTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -76,4 +77,12 @@ void LimitStep::describeActions(FormatSettings & settings) const
     }
 }
 
+void LimitStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Limit", limit);
+    map.add("Offset", offset);
+    map.add("With Ties", with_ties);
+    map.add("Reads All Data", always_read_till_end);
+}
+
 }
diff --git a/src/Processors/QueryPlan/LimitStep.h b/src/Processors/QueryPlan/LimitStep.h
index 4428acb9ef0..772ba0722a7 100644
--- a/src/Processors/QueryPlan/LimitStep.h
+++ b/src/Processors/QueryPlan/LimitStep.h
@@ -20,6 +20,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     size_t getLimitForSorting() const
diff --git a/src/Processors/QueryPlan/MergeSortingStep.cpp b/src/Processors/QueryPlan/MergeSortingStep.cpp
index 0c5c5cec4e9..f0ef514ee9e 100644
--- a/src/Processors/QueryPlan/MergeSortingStep.cpp
+++ b/src/Processors/QueryPlan/MergeSortingStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Processors/Transforms/MergeSortingTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -84,4 +85,12 @@ void MergeSortingStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void MergeSortingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergeSortingStep.h b/src/Processors/QueryPlan/MergeSortingStep.h
index 9802d1a760e..dcecdffd122 100644
--- a/src/Processors/QueryPlan/MergeSortingStep.h
+++ b/src/Processors/QueryPlan/MergeSortingStep.h
@@ -26,6 +26,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/MergingAggregatedStep.cpp b/src/Processors/QueryPlan/MergingAggregatedStep.cpp
index 56e91dcbd71..71efb37b363 100644
--- a/src/Processors/QueryPlan/MergingAggregatedStep.cpp
+++ b/src/Processors/QueryPlan/MergingAggregatedStep.cpp
@@ -68,4 +68,9 @@ void MergingAggregatedStep::describeActions(FormatSettings & settings) const
     return params->params.explain(settings.out, settings.offset);
 }
 
+void MergingAggregatedStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    params->params.explain(map);
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergingAggregatedStep.h b/src/Processors/QueryPlan/MergingAggregatedStep.h
index 2742a040708..2e94d536a8c 100644
--- a/src/Processors/QueryPlan/MergingAggregatedStep.h
+++ b/src/Processors/QueryPlan/MergingAggregatedStep.h
@@ -23,6 +23,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/MergingFinal.cpp b/src/Processors/QueryPlan/MergingFinal.cpp
index 4109c5e7274..c564a28d377 100644
--- a/src/Processors/QueryPlan/MergingFinal.cpp
+++ b/src/Processors/QueryPlan/MergingFinal.cpp
@@ -9,6 +9,7 @@
 #include <Processors/Transforms/AddingSelectorTransform.h>
 #include <Processors/Transforms/CopyTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -161,4 +162,9 @@ void MergingFinal::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void MergingFinal::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergingFinal.h b/src/Processors/QueryPlan/MergingFinal.h
index 5b621e9f4b2..ed0394a62f4 100644
--- a/src/Processors/QueryPlan/MergingFinal.h
+++ b/src/Processors/QueryPlan/MergingFinal.h
@@ -22,6 +22,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/MergingSortedStep.cpp b/src/Processors/QueryPlan/MergingSortedStep.cpp
index 2c3006dc637..e0c6004c96b 100644
--- a/src/Processors/QueryPlan/MergingSortedStep.cpp
+++ b/src/Processors/QueryPlan/MergingSortedStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Processors/Merges/MergingSortedTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -73,4 +74,12 @@ void MergingSortedStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void MergingSortedStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergingSortedStep.h b/src/Processors/QueryPlan/MergingSortedStep.h
index ac5a7f666c8..4f82e3830d0 100644
--- a/src/Processors/QueryPlan/MergingSortedStep.h
+++ b/src/Processors/QueryPlan/MergingSortedStep.h
@@ -21,6 +21,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/OffsetStep.cpp b/src/Processors/QueryPlan/OffsetStep.cpp
index b455a32d5af..34ddb687ddd 100644
--- a/src/Processors/QueryPlan/OffsetStep.cpp
+++ b/src/Processors/QueryPlan/OffsetStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/OffsetTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -41,4 +42,9 @@ void OffsetStep::describeActions(FormatSettings & settings) const
     settings.out << String(settings.offset, ' ') << "Offset " << offset << '\n';
 }
 
+void OffsetStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Offset", offset);
+}
+
 }
diff --git a/src/Processors/QueryPlan/OffsetStep.h b/src/Processors/QueryPlan/OffsetStep.h
index c278744ff50..a10fcc7baec 100644
--- a/src/Processors/QueryPlan/OffsetStep.h
+++ b/src/Processors/QueryPlan/OffsetStep.h
@@ -15,6 +15,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/PartialSortingStep.cpp b/src/Processors/QueryPlan/PartialSortingStep.cpp
index bb8b2c8a26b..5746a692ae9 100644
--- a/src/Processors/QueryPlan/PartialSortingStep.cpp
+++ b/src/Processors/QueryPlan/PartialSortingStep.cpp
@@ -3,6 +3,7 @@
 #include <Processors/Transforms/PartialSortingTransform.h>
 #include <Processors/Transforms/LimitsCheckingTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -81,4 +82,12 @@ void PartialSortingStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void PartialSortingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/PartialSortingStep.h b/src/Processors/QueryPlan/PartialSortingStep.h
index e93e9e8ef93..aeca42f7096 100644
--- a/src/Processors/QueryPlan/PartialSortingStep.h
+++ b/src/Processors/QueryPlan/PartialSortingStep.h
@@ -20,6 +20,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/TotalsHavingStep.cpp b/src/Processors/QueryPlan/TotalsHavingStep.cpp
index 7a60f0a6f36..4966c04dee7 100644
--- a/src/Processors/QueryPlan/TotalsHavingStep.cpp
+++ b/src/Processors/QueryPlan/TotalsHavingStep.cpp
@@ -4,6 +4,7 @@
 #include <Processors/Transforms/TotalsHavingTransform.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -95,4 +96,15 @@ void TotalsHavingStep::describeActions(FormatSettings & settings) const
     }
 }
 
+void TotalsHavingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Mode", totalsModeToString(totals_mode, auto_include_threshold));
+    if (actions_dag)
+    {
+        map.add("Filter column", filter_column_name);
+        auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
+        map.add("Expression", expression->toTree());
+    }
+}
+
 }
diff --git a/src/Processors/QueryPlan/TotalsHavingStep.h b/src/Processors/QueryPlan/TotalsHavingStep.h
index 4041960de28..bc053c96970 100644
--- a/src/Processors/QueryPlan/TotalsHavingStep.h
+++ b/src/Processors/QueryPlan/TotalsHavingStep.h
@@ -26,6 +26,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     const ActionsDAGPtr & getActions() const { return actions_dag; }
diff --git a/src/Processors/QueryPlan/WindowStep.cpp b/src/Processors/QueryPlan/WindowStep.cpp
index 66c329acb4b..29f2999ec83 100644
--- a/src/Processors/QueryPlan/WindowStep.cpp
+++ b/src/Processors/QueryPlan/WindowStep.cpp
@@ -5,6 +5,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -116,4 +117,25 @@ void WindowStep::describeActions(FormatSettings & settings) const
     }
 }
 
+void WindowStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    if (!window_description.partition_by.empty())
+    {
+        auto partion_columns_array = std::make_unique<JSONBuilder::JSONArray>();
+        for (const auto & descr : window_description.partition_by)
+            partion_columns_array->add(descr.column_name);
+
+        map.add("Partition By", std::move(partion_columns_array));
+    }
+
+    if (!window_description.order_by.empty())
+        map.add("Sort Description", explainSortDescription(window_description.order_by, {}));
+
+    auto functions_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & func : window_functions)
+        functions_array->add(func.column_name);
+
+    map.add("Functions", std::move(functions_array));
+}
+
 }
diff --git a/src/Processors/QueryPlan/WindowStep.h b/src/Processors/QueryPlan/WindowStep.h
index 9e3c18c0b16..b5018b1d5a7 100644
--- a/src/Processors/QueryPlan/WindowStep.h
+++ b/src/Processors/QueryPlan/WindowStep.h
@@ -22,6 +22,7 @@ public:
 
     void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private: