diff --git a/src/DataStreams/ExpressionBlockInputStream.cpp b/src/DataStreams/ExpressionBlockInputStream.cpp
index cce02af8262..9673395a21a 100644
--- a/src/DataStreams/ExpressionBlockInputStream.cpp
+++ b/src/DataStreams/ExpressionBlockInputStream.cpp
@@ -44,33 +44,4 @@ Block ExpressionBlockInputStream::readImpl()
     return res;
 }
 
-Block InflatingExpressionBlockInputStream::readImpl()
-{
-    if (!initialized)
-    {
-        if (expression->resultIsAlwaysEmpty())
-            return {};
-
-        initialized = true;
-    }
-
-    Block res;
-    bool keep_going = not_processed && not_processed->empty(); /// There's data inside expression.
-
-    if (!not_processed || keep_going)
-    {
-        not_processed.reset();
-
-        res = children.back()->read();
-        if (res || keep_going)
-            expression->execute(res, not_processed, action_number);
-    }
-    else
-    {
-        res = std::move(not_processed->block);
-        expression->execute(res, not_processed, action_number);
-    }
-    return res;
-}
-
 }
diff --git a/src/Interpreters/ExpressionActions.cpp b/src/Interpreters/ExpressionActions.cpp
index 0a99fcd6f21..32e3000a65d 100644
--- a/src/Interpreters/ExpressionActions.cpp
+++ b/src/Interpreters/ExpressionActions.cpp
@@ -323,8 +323,20 @@ void ExpressionAction::prepare(Block & sample_block, const Settings & settings,
     }
 }
 
+void ExpressionAction::execute(Block & block, ExtraBlockPtr & not_processed) const
+{
+    switch (type)
+    {
+        case JOIN:
+            join->joinBlock(block, not_processed);
+            break;
 
-void ExpressionAction::execute(Block & block, bool dry_run, ExtraBlockPtr & not_processed) const
+        default:
+            throw Exception("Unexpected expression call", ErrorCodes::LOGICAL_ERROR);
+    }
+}
+
+void ExpressionAction::execute(Block & block, bool dry_run) const
 {
     size_t input_rows_count = block.rows();
 
@@ -362,10 +374,7 @@ void ExpressionAction::execute(Block & block, bool dry_run, ExtraBlockPtr & not_
         }
 
         case JOIN:
-        {
-            join->joinBlock(block, not_processed);
-            break;
-        }
+            throw Exception("Unexpected JOIN expression call", ErrorCodes::LOGICAL_ERROR);
 
         case PROJECT:
         {
@@ -676,19 +685,13 @@ void ExpressionActions::execute(Block & block, bool dry_run) const
     }
 }
 
-/// @warning It's a tricky method that allows to continue ONLY ONE action in reason of one-to-many ALL JOIN logic.
-void ExpressionActions::execute(Block & block, ExtraBlockPtr & not_processed, size_t & start_action) const
+void ExpressionActions::execute(Block & block, ExtraBlockPtr & not_processed) const
 {
-    size_t i = start_action;
-    start_action = 0;
-    for (; i < actions.size(); ++i)
-    {
-        actions[i].execute(block, false, not_processed);
-        checkLimits(block);
+    if (actions.size() != 1)
+        throw Exception("Continuation over multiple expressions is not supported", ErrorCodes::LOGICAL_ERROR);
 
-        if (not_processed)
-            start_action = i;
-    }
+    actions[0].execute(block, not_processed);
+    checkLimits(block);
 }
 
 bool ExpressionActions::hasJoinOrArrayJoin() const
diff --git a/src/Interpreters/ExpressionActions.h b/src/Interpreters/ExpressionActions.h
index 06adef24bc6..1aae3f5e021 100644
--- a/src/Interpreters/ExpressionActions.h
+++ b/src/Interpreters/ExpressionActions.h
@@ -139,13 +139,8 @@ private:
     void executeOnTotals(Block & block) const;
 
     /// Executes action on block (modify it). Block could be splitted in case of JOIN. Then not_processed block is created.
-    void execute(Block & block, bool dry_run, ExtraBlockPtr & not_processed) const;
-
-    void execute(Block & block, bool dry_run) const
-    {
-        ExtraBlockPtr extra;
-        execute(block, dry_run, extra);
-    }
+    void execute(Block & block, ExtraBlockPtr & not_processed) const;
+    void execute(Block & block, bool dry_run) const;
 };
 
 
@@ -211,8 +206,8 @@ public:
     /// Execute the expression on the block. The block must contain all the columns returned by getRequiredColumns.
     void execute(Block & block, bool dry_run = false) const;
 
-    /// Execute the expression on the block with continuation.
-    void execute(Block & block, ExtraBlockPtr & not_processed, size_t & start_action) const;
+    /// Execute the expression on the block with continuation. This method in only supported for single JOIN.
+    void execute(Block & block, ExtraBlockPtr & not_processed) const;
 
     bool hasJoinOrArrayJoin() const;
 
@@ -325,10 +320,14 @@ struct ExpressionActionsChain
         steps.clear();
     }
 
-    ExpressionActionsPtr getLastActions()
+    ExpressionActionsPtr getLastActions(bool allow_empty = false)
     {
         if (steps.empty())
+        {
+            if (allow_empty)
+                return {};
             throw Exception("Empty ExpressionActionsChain", ErrorCodes::LOGICAL_ERROR);
+        }
 
         return steps.back().actions;
     }
@@ -341,6 +340,13 @@ struct ExpressionActionsChain
         return steps.back();
     }
 
+    Step & lastStep(const NamesAndTypesList & columns)
+    {
+        if (steps.empty())
+            steps.emplace_back(std::make_shared<ExpressionActions>(columns, context));
+        return steps.back();
+    }
+
     std::string dumpChain();
 };
 
diff --git a/src/Interpreters/ExpressionAnalyzer.cpp b/src/Interpreters/ExpressionAnalyzer.cpp
index 26516fed8f3..44aa70b1697 100644
--- a/src/Interpreters/ExpressionAnalyzer.cpp
+++ b/src/Interpreters/ExpressionAnalyzer.cpp
@@ -453,14 +453,6 @@ const ASTSelectQuery * SelectQueryExpressionAnalyzer::getAggregatingQuery() cons
     return getSelectQuery();
 }
 
-void ExpressionAnalyzer::initChain(ExpressionActionsChain & chain, const NamesAndTypesList & columns) const
-{
-    if (chain.steps.empty())
-    {
-        chain.steps.emplace_back(std::make_shared<ExpressionActions>(columns, context));
-    }
-}
-
 /// "Big" ARRAY JOIN.
 void ExpressionAnalyzer::addMultipleArrayJoinAction(ExpressionActionsPtr & actions, bool array_join_is_left) const
 {
@@ -487,8 +479,7 @@ bool SelectQueryExpressionAnalyzer::appendArrayJoin(ExpressionActionsChain & cha
     if (!array_join_expression_list)
         return false;
 
-    initChain(chain, sourceColumns());
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
 
     getRootActions(array_join_expression_list, only_types, step.actions);
 
@@ -502,18 +493,20 @@ void ExpressionAnalyzer::addJoinAction(ExpressionActionsPtr & actions, JoinPtr j
     actions->add(ExpressionAction::ordinaryJoin(syntax->analyzed_join, join));
 }
 
-bool SelectQueryExpressionAnalyzer::appendJoin(ExpressionActionsChain & chain, bool only_types)
+bool SelectQueryExpressionAnalyzer::appendJoinLeftKeys(ExpressionActionsChain & chain, bool only_types)
 {
-    const ASTTablesInSelectQueryElement * ast_join = getSelectQuery()->join();
-    if (!ast_join)
-        return false;
-
-    JoinPtr table_join = makeTableJoin(*ast_join);
-
-    initChain(chain, sourceColumns());
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
 
     getRootActions(analyzedJoin().leftKeysList(), only_types, step.actions);
+    return true;
+}
+
+bool SelectQueryExpressionAnalyzer::appendJoin(ExpressionActionsChain & chain)
+{
+    JoinPtr table_join = makeTableJoin(*syntax->ast_join);
+
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
+
     addJoinAction(step.actions, table_join);
     return true;
 }
@@ -637,8 +630,7 @@ bool SelectQueryExpressionAnalyzer::appendPrewhere(
     if (!select_query->prewhere())
         return false;
 
-    initChain(chain, sourceColumns());
-    auto & step = chain.getLastStep();
+    auto & step = chain.lastStep(sourceColumns());
     getRootActions(select_query->prewhere(), only_types, step.actions);
     String prewhere_column_name = select_query->prewhere()->getColumnName();
     step.required_output.push_back(prewhere_column_name);
@@ -705,8 +697,7 @@ bool SelectQueryExpressionAnalyzer::appendPrewhere(
 
 void SelectQueryExpressionAnalyzer::appendPreliminaryFilter(ExpressionActionsChain & chain, ExpressionActionsPtr actions, String column_name)
 {
-    initChain(chain, sourceColumns());
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
 
     // FIXME: assert(filter_info);
     step.actions = std::move(actions);
@@ -723,8 +714,7 @@ bool SelectQueryExpressionAnalyzer::appendWhere(ExpressionActionsChain & chain,
     if (!select_query->where())
         return false;
 
-    initChain(chain, sourceColumns());
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
 
     step.required_output.push_back(select_query->where()->getColumnName());
     step.can_remove_required_output = {true};
@@ -742,8 +732,7 @@ bool SelectQueryExpressionAnalyzer::appendGroupBy(ExpressionActionsChain & chain
     if (!select_query->groupBy())
         return false;
 
-    initChain(chain, sourceColumns());
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
 
     ASTs asts = select_query->groupBy()->children;
     for (const auto & ast : asts)
@@ -769,8 +758,7 @@ void SelectQueryExpressionAnalyzer::appendAggregateFunctionsArguments(Expression
 {
     const auto * select_query = getAggregatingQuery();
 
-    initChain(chain, sourceColumns());
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
 
     for (const auto & desc : aggregate_descriptions)
         for (const auto & name : desc.argument_names)
@@ -801,8 +789,7 @@ bool SelectQueryExpressionAnalyzer::appendHaving(ExpressionActionsChain & chain,
     if (!select_query->having())
         return false;
 
-    initChain(chain, aggregated_columns);
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(aggregated_columns);
 
     step.required_output.push_back(select_query->having()->getColumnName());
     getRootActions(select_query->having(), only_types, step.actions);
@@ -814,8 +801,7 @@ void SelectQueryExpressionAnalyzer::appendSelect(ExpressionActionsChain & chain,
 {
     const auto * select_query = getSelectQuery();
 
-    initChain(chain, aggregated_columns);
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(aggregated_columns);
 
     getRootActions(select_query->select(), only_types, step.actions);
 
@@ -831,8 +817,7 @@ bool SelectQueryExpressionAnalyzer::appendOrderBy(ExpressionActionsChain & chain
     if (!select_query->orderBy())
         return false;
 
-    initChain(chain, aggregated_columns);
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(aggregated_columns);
 
     getRootActions(select_query->orderBy(), only_types, step.actions);
 
@@ -864,8 +849,7 @@ bool SelectQueryExpressionAnalyzer::appendLimitBy(ExpressionActionsChain & chain
     if (!select_query->limitBy())
         return false;
 
-    initChain(chain, aggregated_columns);
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(aggregated_columns);
 
     getRootActions(select_query->limitBy(), only_types, step.actions);
 
@@ -890,8 +874,7 @@ void SelectQueryExpressionAnalyzer::appendProjectResult(ExpressionActionsChain &
 {
     const auto * select_query = getSelectQuery();
 
-    initChain(chain, aggregated_columns);
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(aggregated_columns);
 
     NamesWithAliases result_columns;
 
@@ -939,8 +922,7 @@ void SelectQueryExpressionAnalyzer::appendProjectResult(ExpressionActionsChain &
 
 void ExpressionAnalyzer::appendExpression(ExpressionActionsChain & chain, const ASTPtr & expr, bool only_types)
 {
-    initChain(chain, sourceColumns());
-    ExpressionActionsChain::Step & step = chain.steps.back();
+    ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
     getRootActions(expr, only_types, step.actions);
     step.required_output.push_back(expr->getColumnName());
 }
@@ -1101,10 +1083,18 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
 
         query_analyzer.appendArrayJoin(chain, only_types || !first_stage);
 
-        if (query_analyzer.appendJoin(chain, only_types || !first_stage))
+        if (query_analyzer.hasTableJoin())
         {
-            before_join = chain.getLastActions();
-            if (!hasJoin())
+            query_analyzer.appendJoinLeftKeys(chain, only_types || !first_stage);
+
+            before_join = chain.getLastActions(true);
+            if (before_join)
+                chain.addStep();
+
+            query_analyzer.appendJoin(chain);
+
+            join = chain.getLastActions();
+            if (!join)
                 throw Exception("No expected JOIN", ErrorCodes::LOGICAL_ERROR);
             chain.addStep();
         }
@@ -1153,11 +1143,11 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
         }
 
         bool join_allow_read_in_order = true;
-        if (before_join)
+        if (hasJoin())
         {
             /// You may find it strange but we support read_in_order for HashJoin and do not support for MergeJoin.
-            auto join = before_join->getTableJoinAlgo();
-            join_allow_read_in_order = typeid_cast<HashJoin *>(join.get()) && !join->hasStreamWithNonJoinedRows();
+            auto join_algo = join->getTableJoinAlgo();
+            join_allow_read_in_order = typeid_cast<HashJoin *>(join_algo.get()) && !join_algo->hasStreamWithNonJoinedRows();
         }
 
         optimize_read_in_order =
diff --git a/src/Interpreters/ExpressionAnalyzer.h b/src/Interpreters/ExpressionAnalyzer.h
index 1015631d9da..bd099693a91 100644
--- a/src/Interpreters/ExpressionAnalyzer.h
+++ b/src/Interpreters/ExpressionAnalyzer.h
@@ -153,9 +153,6 @@ protected:
     void analyzeAggregation();
     bool makeAggregateDescriptions(ExpressionActionsPtr & actions);
 
-    /// columns - the columns that are present before the transformations begin.
-    void initChain(ExpressionActionsChain & chain, const NamesAndTypesList & columns) const;
-
     const ASTSelectQuery * getSelectQuery() const;
 
     bool isRemoteStorage() const;
@@ -178,7 +175,8 @@ struct ExpressionAnalysisResult
     bool optimize_read_in_order = false;
     bool optimize_aggregation_in_order = false;
 
-    ExpressionActionsPtr before_join;   /// including JOIN
+    ExpressionActionsPtr before_join;
+    ExpressionActionsPtr join;
     ExpressionActionsPtr before_where;
     ExpressionActionsPtr before_aggregation;
     ExpressionActionsPtr before_having;
@@ -214,7 +212,7 @@ struct ExpressionAnalysisResult
     /// Filter for row-level security.
     bool hasFilter() const { return filter_info.get(); }
 
-    bool hasJoin() const { return before_join.get(); }
+    bool hasJoin() const { return join.get(); }
     bool hasPrewhere() const { return prewhere_info.get(); }
     bool hasWhere() const { return before_where.get(); }
     bool hasHaving() const { return before_having.get(); }
@@ -249,6 +247,7 @@ public:
     /// Does the expression have aggregate functions or a GROUP BY or HAVING section.
     bool hasAggregation() const { return has_aggregation; }
     bool hasGlobalSubqueries() { return has_global_subqueries; }
+    bool hasTableJoin() const { return syntax->ast_join; }
 
     const NamesAndTypesList & aggregationKeys() const { return aggregation_keys; }
     const AggregateDescriptions & aggregates() const { return aggregate_descriptions; }
@@ -307,7 +306,8 @@ private:
 
     /// Before aggregation:
     bool appendArrayJoin(ExpressionActionsChain & chain, bool only_types);
-    bool appendJoin(ExpressionActionsChain & chain, bool only_types);
+    bool appendJoinLeftKeys(ExpressionActionsChain & chain, bool only_types);
+    bool appendJoin(ExpressionActionsChain & chain);
     /// Add preliminary rows filtration. Actions are created in other expression analyzer to prevent any possible alias injection.
     void appendPreliminaryFilter(ExpressionActionsChain & chain, ExpressionActionsPtr actions, String column_name);
     /// remove_filter is set in ExpressionActionsChain::finalize();
diff --git a/src/Interpreters/InterpreterSelectQuery.cpp b/src/Interpreters/InterpreterSelectQuery.cpp
index 178c9aa7d8c..bf5436e88da 100644
--- a/src/Interpreters/InterpreterSelectQuery.cpp
+++ b/src/Interpreters/InterpreterSelectQuery.cpp
@@ -32,6 +32,7 @@
 #include <Processors/Pipe.h>
 #include <Processors/Sources/SourceFromInputStream.h>
 #include <Processors/Transforms/ExpressionTransform.h>
+#include <Processors/Transforms/InflatingExpressionTransform.h>
 #include <Processors/Transforms/AggregatingTransform.h>
 #include <Processors/QueryPlan/ReadFromStorageStep.h>
 #include <Processors/QueryPlan/ExpressionStep.h>
@@ -858,52 +859,38 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, const BlockInpu
                 query_plan.addStep(std::move(row_level_security_step));
             }
 
+            if (expressions.before_join)
+            {
+                QueryPlanStepPtr before_join_step = std::make_unique<ExpressionStep>(
+                    query_plan.getCurrentDataStream(),
+                    expressions.before_join);
+                before_join_step->setStepDescription("Before JOIN");
+                query_plan.addStep(std::move(before_join_step));
+            }
+
             if (expressions.hasJoin())
             {
                 Block join_result_sample;
-                JoinPtr join = expressions.before_join->getTableJoinAlgo();
+                JoinPtr join = expressions.join->getTableJoinAlgo();
 
-                join_result_sample = ExpressionTransform::transformHeader(query_plan.getCurrentDataStream().header, expressions.before_join);
+                join_result_sample = InflatingExpressionTransform::transformHeader(
+                    query_plan.getCurrentDataStream().header, expressions.join);
 
-                bool inflating_join = false;
-                if (join)
+                QueryPlanStepPtr join_step = std::make_unique<InflatingExpressionStep>(
+                    query_plan.getCurrentDataStream(),
+                    expressions.join);
+
+                join_step->setStepDescription("JOIN");
+                query_plan.addStep(std::move(join_step));
+
+                if (auto stream = join->createStreamWithNonJoinedRows(join_result_sample, settings.max_block_size))
                 {
-                    inflating_join = true;
-                    if (auto * hash_join = typeid_cast<HashJoin *>(join.get()))
-                        inflating_join = isCross(hash_join->getKind());
-                }
+                    auto source = std::make_shared<SourceFromInputStream>(std::move(stream));
+                    auto add_non_joined_rows_step = std::make_unique<AddingDelayedStreamStep>(
+                            query_plan.getCurrentDataStream(), std::move(source));
 
-                QueryPlanStepPtr before_join_step;
-                if (inflating_join)
-                {
-                    before_join_step = std::make_unique<InflatingExpressionStep>(
-                            query_plan.getCurrentDataStream(),
-                            expressions.before_join,
-                            true);
-
-                }
-                else
-                {
-                    before_join_step = std::make_unique<ExpressionStep>(
-                            query_plan.getCurrentDataStream(),
-                            expressions.before_join,
-                            true);
-                }
-
-                before_join_step->setStepDescription("JOIN");
-                query_plan.addStep(std::move(before_join_step));
-
-                if (join)
-                {
-                    if (auto stream = join->createStreamWithNonJoinedRows(join_result_sample, settings.max_block_size))
-                    {
-                        auto source = std::make_shared<SourceFromInputStream>(std::move(stream));
-                        auto add_non_joined_rows_step = std::make_unique<AddingDelayedStreamStep>(
-                                query_plan.getCurrentDataStream(), std::move(source));
-
-                        add_non_joined_rows_step->setStepDescription("Add non-joined rows after JOIN");
-                        query_plan.addStep(std::move(add_non_joined_rows_step));
-                    }
+                    add_non_joined_rows_step->setStepDescription("Add non-joined rows after JOIN");
+                    query_plan.addStep(std::move(add_non_joined_rows_step));
                 }
             }
 
diff --git a/src/Interpreters/SyntaxAnalyzer.cpp b/src/Interpreters/SyntaxAnalyzer.cpp
index 5dec563eebb..9bc7ae055d2 100644
--- a/src/Interpreters/SyntaxAnalyzer.cpp
+++ b/src/Interpreters/SyntaxAnalyzer.cpp
@@ -1016,6 +1016,7 @@ SyntaxAnalyzerResultPtr SyntaxAnalyzer::analyzeSelect(
 
     result.aggregates = getAggregates(query, *select_query);
     result.collectUsedColumns(query, true);
+    result.ast_join = select_query->join();
 
     if (result.optimize_trivial_count)
         result.optimize_trivial_count = settings.optimize_trivial_count_query &&
diff --git a/src/Interpreters/SyntaxAnalyzer.h b/src/Interpreters/SyntaxAnalyzer.h
index dd3c49a0f1a..2c86ce11c42 100644
--- a/src/Interpreters/SyntaxAnalyzer.h
+++ b/src/Interpreters/SyntaxAnalyzer.h
@@ -11,6 +11,7 @@ namespace DB
 {
 
 class ASTFunction;
+struct ASTTablesInSelectQueryElement;
 class TableJoin;
 class Context;
 struct Settings;
@@ -24,6 +25,7 @@ struct SyntaxAnalyzerResult
     ConstStoragePtr storage;
     StorageMetadataPtr metadata_snapshot;
     std::shared_ptr<TableJoin> analyzed_join;
+    const ASTTablesInSelectQueryElement * ast_join = nullptr;
 
     NamesAndTypesList source_columns;
     NameSet source_columns_set; /// Set of names of source_columns.
diff --git a/src/Processors/QueryPlan/ExpressionStep.cpp b/src/Processors/QueryPlan/ExpressionStep.cpp
index 75c07554318..5ea56240496 100644
--- a/src/Processors/QueryPlan/ExpressionStep.cpp
+++ b/src/Processors/QueryPlan/ExpressionStep.cpp
@@ -28,13 +28,12 @@ static void filterDistinctColumns(const Block & res_header, NameSet & distinct_c
     distinct_columns.swap(new_distinct_columns);
 }
 
-ExpressionStep::ExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_, bool default_totals_)
+ExpressionStep::ExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_)
     : ITransformingStep(
         input_stream_,
-        ExpressionTransform::transformHeader(input_stream_.header, expression_),
+        Transform::transformHeader(input_stream_.header, expression_),
         getTraits(expression_))
     , expression(std::move(expression_))
-    , default_totals(default_totals_)
 {
     /// Some columns may be removed by expression.
     /// TODO: also check aliases, functions and some types of join
@@ -44,28 +43,19 @@ ExpressionStep::ExpressionStep(const DataStream & input_stream_, ExpressionActio
 
 void ExpressionStep::transformPipeline(QueryPipeline & pipeline)
 {
-    /// In case joined subquery has totals, and we don't, add default chunk to totals.
-    bool add_default_totals = false;
-    if (default_totals && !pipeline.hasTotals())
-    {
-        pipeline.addDefaultTotals();
-        add_default_totals = true;
-    }
-
     pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type)
     {
         bool on_totals = stream_type == QueryPipeline::StreamType::Totals;
-        return std::make_shared<ExpressionTransform>(header, expression, on_totals, add_default_totals);
+        return std::make_shared<Transform>(header, expression, on_totals);
     });
 }
 
-InflatingExpressionStep::InflatingExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_, bool default_totals_)
+InflatingExpressionStep::InflatingExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_)
     : ITransformingStep(
         input_stream_,
-        ExpressionTransform::transformHeader(input_stream_.header, expression_),
+        Transform::transformHeader(input_stream_.header, expression_),
         getTraits(expression_))
     , expression(std::move(expression_))
-    , default_totals(default_totals_)
 {
     filterDistinctColumns(output_stream->header, output_stream->distinct_columns);
     filterDistinctColumns(output_stream->header, output_stream->local_distinct_columns);
@@ -75,7 +65,7 @@ void InflatingExpressionStep::transformPipeline(QueryPipeline & pipeline)
 {
     /// In case joined subquery has totals, and we don't, add default chunk to totals.
     bool add_default_totals = false;
-    if (default_totals && !pipeline.hasTotals())
+    if (!pipeline.hasTotals())
     {
         pipeline.addDefaultTotals();
         add_default_totals = true;
@@ -84,7 +74,7 @@ void InflatingExpressionStep::transformPipeline(QueryPipeline & pipeline)
     pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type)
     {
         bool on_totals = stream_type == QueryPipeline::StreamType::Totals;
-        return std::make_shared<InflatingExpressionTransform>(header, expression, on_totals, add_default_totals);
+        return std::make_shared<Transform>(header, expression, on_totals, add_default_totals);
     });
 }
 
diff --git a/src/Processors/QueryPlan/ExpressionStep.h b/src/Processors/QueryPlan/ExpressionStep.h
index 4f268944c95..7bb7e4dbd0b 100644
--- a/src/Processors/QueryPlan/ExpressionStep.h
+++ b/src/Processors/QueryPlan/ExpressionStep.h
@@ -7,31 +7,36 @@ namespace DB
 class ExpressionActions;
 using ExpressionActionsPtr = std::shared_ptr<ExpressionActions>;
 
+class ExpressionTransform;
+class InflatingExpressionTransform;
+
 class ExpressionStep : public ITransformingStep
 {
 public:
-    explicit ExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_, bool default_totals_ = false);
+    using Transform = ExpressionTransform;
+
+    explicit ExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_);
     String getName() const override { return "Expression"; }
 
     void transformPipeline(QueryPipeline & pipeline) override;
 
 private:
     ExpressionActionsPtr expression;
-    bool default_totals; /// See ExpressionTransform
 };
 
 /// TODO: add separate step for join.
 class InflatingExpressionStep : public ITransformingStep
 {
 public:
-    explicit InflatingExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_, bool default_totals_ = false);
+    using Transform = InflatingExpressionTransform;
+
+    explicit InflatingExpressionStep(const DataStream & input_stream_, ExpressionActionsPtr expression_);
     String getName() const override { return "Expression"; }
 
     void transformPipeline(QueryPipeline & pipeline) override;
 
 private:
     ExpressionActionsPtr expression;
-    bool default_totals; /// See ExpressionTransform
 };
 
 }
diff --git a/src/Processors/Transforms/ExpressionTransform.cpp b/src/Processors/Transforms/ExpressionTransform.cpp
index bf523d6d7a3..9f7970d3272 100644
--- a/src/Processors/Transforms/ExpressionTransform.cpp
+++ b/src/Processors/Transforms/ExpressionTransform.cpp
@@ -12,11 +12,10 @@ Block ExpressionTransform::transformHeader(Block header, const ExpressionActions
 }
 
 
-ExpressionTransform::ExpressionTransform(const Block & header_, ExpressionActionsPtr expression_, bool on_totals_, bool default_totals_)
+ExpressionTransform::ExpressionTransform(const Block & header_, ExpressionActionsPtr expression_, bool on_totals_)
     : ISimpleTransform(header_, transformHeader(header_, expression_), on_totals_)
     , expression(std::move(expression_))
     , on_totals(on_totals_)
-    , default_totals(default_totals_)
 {
 }
 
@@ -37,14 +36,7 @@ void ExpressionTransform::transform(Chunk & chunk)
     auto block = getInputPort().getHeader().cloneWithColumns(chunk.detachColumns());
 
     if (on_totals)
-    {
-        /// Drop totals if both out stream and joined stream doesn't have ones.
-        /// See comment in ExpressionTransform.h
-        if (default_totals && !expression->hasTotalsInJoin())
-            return;
-
         expression->executeOnTotals(block);
-    }
     else
         expression->execute(block);
 
diff --git a/src/Processors/Transforms/ExpressionTransform.h b/src/Processors/Transforms/ExpressionTransform.h
index 60d6dc0f777..c7de2de39ab 100644
--- a/src/Processors/Transforms/ExpressionTransform.h
+++ b/src/Processors/Transforms/ExpressionTransform.h
@@ -13,8 +13,7 @@ public:
     ExpressionTransform(
             const Block & header_,
             ExpressionActionsPtr expression_,
-            bool on_totals_ = false,
-            bool default_totals_ = false);
+            bool on_totals_ = false);
 
     String getName() const override { return "ExpressionTransform"; }
 
@@ -26,10 +25,6 @@ protected:
 private:
     ExpressionActionsPtr expression;
     bool on_totals;
-    /// This flag means that we have manually added totals to our pipeline.
-    /// It may happen in case if joined subquery has totals, but out string doesn't.
-    /// We need to join default values with subquery totals if we have them, or return empty chunk is haven't.
-    bool default_totals;
     bool initialized = false;
 };
 
diff --git a/src/Processors/Transforms/InflatingExpressionTransform.cpp b/src/Processors/Transforms/InflatingExpressionTransform.cpp
index de4e93ef8d2..7e7a029eed9 100644
--- a/src/Processors/Transforms/InflatingExpressionTransform.cpp
+++ b/src/Processors/Transforms/InflatingExpressionTransform.cpp
@@ -5,9 +5,10 @@
 namespace DB
 {
 
-static Block transformHeader(Block header, const ExpressionActionsPtr & expression)
+Block InflatingExpressionTransform::transformHeader(Block header, const ExpressionActionsPtr & expression)
 {
-    expression->execute(header, true);
+    ExtraBlockPtr tmp;
+    expression->execute(header, tmp);
     return header;
 }
 
@@ -38,8 +39,12 @@ void InflatingExpressionTransform::transform(Chunk & chunk)
     {
         /// We have to make chunk empty before return
         block = getInputPort().getHeader().cloneWithColumns(chunk.detachColumns());
+
+        /// Drop totals if both out stream and joined stream doesn't have ones.
+        /// See comment in ExpressionTransform.h
         if (default_totals && !expression->hasTotalsInJoin())
             return;
+
         expression->executeOnTotals(block);
     }
     else
@@ -59,7 +64,7 @@ Block InflatingExpressionTransform::readExecute(Chunk & chunk)
             res = getInputPort().getHeader().cloneWithColumns(chunk.detachColumns());
 
         if (res)
-            expression->execute(res, not_processed, action_number);
+            expression->execute(res, not_processed);
     }
     else if (not_processed->empty()) /// There's not processed data inside expression.
     {
@@ -67,12 +72,12 @@ Block InflatingExpressionTransform::readExecute(Chunk & chunk)
             res = getInputPort().getHeader().cloneWithColumns(chunk.detachColumns());
 
         not_processed.reset();
-        expression->execute(res, not_processed, action_number);
+        expression->execute(res, not_processed);
     }
     else
     {
         res = std::move(not_processed->block);
-        expression->execute(res, not_processed, action_number);
+        expression->execute(res, not_processed);
     }
     return res;
 }
diff --git a/src/Processors/Transforms/InflatingExpressionTransform.h b/src/Processors/Transforms/InflatingExpressionTransform.h
index b490d0699ad..aa638d27c9f 100644
--- a/src/Processors/Transforms/InflatingExpressionTransform.h
+++ b/src/Processors/Transforms/InflatingExpressionTransform.h
@@ -16,6 +16,8 @@ public:
 
     String getName() const override { return "InflatingExpressionTransform"; }
 
+    static Block transformHeader(Block header, const ExpressionActionsPtr & expression);
+
 protected:
     void transform(Chunk & chunk) override;
     bool needInputData() const override { return !not_processed; }
@@ -23,11 +25,13 @@ protected:
 private:
     ExpressionActionsPtr expression;
     bool on_totals;
+    /// This flag means that we have manually added totals to our pipeline.
+    /// It may happen in case if joined subquery has totals, but out string doesn't.
+    /// We need to join default values with subquery totals if we have them, or return empty chunk is haven't.
     bool default_totals;
     bool initialized = false;
 
     ExtraBlockPtr not_processed;
-    size_t action_number = 0;
 
     Block readExecute(Chunk & chunk);
 };