diff --git a/src/Formats/FormatFactory.cpp b/src/Formats/FormatFactory.cpp
index 34558e2d260..25ea5fc9c06 100644
--- a/src/Formats/FormatFactory.cpp
+++ b/src/Formats/FormatFactory.cpp
@@ -216,7 +216,7 @@ BlockOutputStreamPtr FormatFactory::getOutput(const String & name,
     const Settings & settings = context.getSettingsRef();
     bool parallel_formatting = settings.output_format_parallel_formatting;
 
-    if (parallel_formatting && name != "PrettyCompactMonoBlock")
+    if (parallel_formatting && getCreators(name).supports_parallel_formatting)
     {
         const auto & output_getter = getCreators(name).output_processor_creator;
 
@@ -351,6 +351,16 @@ void FormatFactory::registerFileSegmentationEngine(const String & name, FileSegm
     target = std::move(file_segmentation_engine);
 }
 
+
+void FormatFactory::markOutputFormatSupportsParallelFormatting(const String & name)
+{
+    auto & target = dict[name].supports_parallel_formatting;
+    if (target)
+        throw Exception("FormatFactory: Output format " + name + " is already marked as supporting parallel formatting.", ErrorCodes::LOGICAL_ERROR);
+    target = true;
+}
+
+
 FormatFactory & FormatFactory::instance()
 {
     static FormatFactory ret;
diff --git a/src/Formats/FormatFactory.h b/src/Formats/FormatFactory.h
index d191597fe25..ddf557b9dfc 100644
--- a/src/Formats/FormatFactory.h
+++ b/src/Formats/FormatFactory.h
@@ -100,6 +100,7 @@ private:
         InputProcessorCreator input_processor_creator;
         OutputProcessorCreator output_processor_creator;
         FileSegmentationEngine file_segmentation_engine;
+        bool supports_parallel_formatting{false};
     };
 
     using FormatsDictionary = std::unordered_map<String, Creators>;
@@ -140,6 +141,8 @@ public:
     void registerInputFormatProcessor(const String & name, InputProcessorCreator input_creator);
     void registerOutputFormatProcessor(const String & name, OutputProcessorCreator output_creator);
 
+    void markOutputFormatSupportsParallelFormatting(const String & name);
+
     const FormatsDictionary & getAllFormats() const
     {
         return dict;
diff --git a/src/IO/BufferWithOwnMemory.h b/src/IO/BufferWithOwnMemory.h
index 8b5bb552525..104c15a4acc 100644
--- a/src/IO/BufferWithOwnMemory.h
+++ b/src/IO/BufferWithOwnMemory.h
@@ -176,7 +176,7 @@ private:
     {
         const size_t prev_size = memory.size();
         memory.resize(2 * prev_size + 1);
-        Base::set(memory.data(), memory.size(), prev_size + 1);
+        Base::set(memory.data() + prev_size, memory.size() - prev_size, 0);
     }
 };
 
diff --git a/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp b/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp
index 2d6a49ccb6f..90fc768d311 100644
--- a/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp
@@ -82,6 +82,7 @@ void registerOutputFormatProcessorCSV(FormatFactory & factory)
         {
                 return std::make_shared<CSVRowOutputFormat>(buf, sample, with_names, params, format_settings);
         });
+        factory.markOutputFormatSupportsParallelFormatting(with_names ? "CSVWithNames" : "CSV");
     }
 }
 
diff --git a/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp b/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp
index e12ca966a93..6efecc1b978 100644
--- a/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp
@@ -108,6 +108,7 @@ void registerOutputFormatProcessorJSONCompactEachRow(FormatFactory & factory)
     {
         return std::make_shared<JSONCompactEachRowRowOutputFormat>(buf, sample, params, format_settings, false, false);
     });
+    factory.markOutputFormatSupportsParallelFormatting("JSONCompactEachRow");
 
     factory.registerOutputFormatProcessor("JSONCompactEachRowWithNamesAndTypes", [](
             WriteBuffer &buf,
@@ -117,6 +118,7 @@ void registerOutputFormatProcessorJSONCompactEachRow(FormatFactory & factory)
     {
         return std::make_shared<JSONCompactEachRowRowOutputFormat>(buf, sample, params, format_settings, true, false);
     });
+    factory.markOutputFormatSupportsParallelFormatting("JSONCompactEachRowWithNamesAndTypes");
 
     factory.registerOutputFormatProcessor("JSONCompactStringsEachRow", [](
             WriteBuffer & buf,
@@ -126,6 +128,7 @@ void registerOutputFormatProcessorJSONCompactEachRow(FormatFactory & factory)
     {
         return std::make_shared<JSONCompactEachRowRowOutputFormat>(buf, sample, params, format_settings, false, true);
     });
+    factory.markOutputFormatSupportsParallelFormatting("JSONCompactStringsEachRow");
 
     factory.registerOutputFormatProcessor("JSONCompactStringsEachRowWithNamesAndTypes", [](
             WriteBuffer &buf,
@@ -135,6 +138,7 @@ void registerOutputFormatProcessorJSONCompactEachRow(FormatFactory & factory)
     {
         return std::make_shared<JSONCompactEachRowRowOutputFormat>(buf, sample, params, format_settings, true, true);
     });
+    factory.markOutputFormatSupportsParallelFormatting("JSONCompactStringsEachRowWithNamesAndTypes");
 }
 
 
diff --git a/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp b/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp
index 15d8a843f41..30cd0660682 100644
--- a/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp
@@ -138,6 +138,7 @@ void registerOutputFormatProcessorJSONEachRow(FormatFactory & factory)
         return std::make_shared<JSONEachRowRowOutputFormat>(buf, sample, params,
             settings);
     });
+    factory.markOutputFormatSupportsParallelFormatting("JSONEachRow");
 
     factory.registerOutputFormatProcessor("JSONStringsEachRow", [](
         WriteBuffer & buf,
@@ -150,6 +151,7 @@ void registerOutputFormatProcessorJSONEachRow(FormatFactory & factory)
         return std::make_shared<JSONEachRowRowOutputFormat>(buf, sample, params,
             settings);
     });
+    factory.markOutputFormatSupportsParallelFormatting("JSONStringEachRow");
 }
 
 }
diff --git a/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h b/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h
index f5775f80be9..d926ba4e125 100644
--- a/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h
+++ b/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h
@@ -6,6 +6,7 @@
 #include <Formats/FormatFactory.h>
 
 #include <deque>
+#include <future>
 #include <Common/setThreadName.h>
 
 #include <atomic>
@@ -82,7 +83,6 @@ protected:
     }
 
 private:
-
     InternalFormatterCreator internal_formatter_creator;
 
     enum ProcessingUnitStatus
@@ -104,6 +104,7 @@ private:
 
     void addChunk(Chunk chunk, ProcessingUnitType type)
     {
+        // std::cout << "AddChunk of size  " << chunk.getNumRows() << std::endl;
         const auto current_unit_number = writer_unit_number % processing_units.size();
 
         auto & unit = processing_units[current_unit_number];
@@ -119,7 +120,6 @@ private:
         unit.chunk = std::move(chunk);
 
         /// Resize memory without deallocate
-        unit.segment.resize(0);
         unit.status = READY_TO_FORMAT;
         unit.type = type;
 
@@ -143,6 +143,8 @@ private:
         
     };
 
+    std::promise<bool> finalizator{}; 
+
     std::atomic_bool need_flush{false};
 
     // There are multiple "formatters", that's why we use thread pool.
@@ -165,6 +167,9 @@ private:
 
     void finishAndWait()
     {
+        std::future<bool> future_finalizator = finalizator.get_future();
+        future_finalizator.get();
+
         formatting_finished = true;
 
         {
@@ -230,6 +235,8 @@ private:
             {
                 const auto current_unit_number = collector_unit_number % processing_units.size();
 
+                // std::cout << "collecting " << current_unit_number << std::endl;
+
                 auto & unit = processing_units[current_unit_number];
 
                 {
@@ -238,13 +245,11 @@ private:
                         [&]{ return unit.status == READY_TO_READ; });
                 }
 
-                if (unit.type == ProcessingUnitType::TOTALS) {
-                   
-                }
-
                 assert(unit.status == READY_TO_READ);
                 assert(unit.segment.size() > 0);
 
+                auto copy_if_unit_type = unit.type;
+
                 /// Do main work here.
                 out.write(unit.segment.data(), unit.actual_memory_size);
 
@@ -259,8 +264,12 @@ private:
                     writer_condvar.notify_all();
                 }
 
-                if (unit.type == ProcessingUnitType::FINALIZE)
+                if (copy_if_unit_type == ProcessingUnitType::FINALIZE)
+                {
+                    finalizator.set_value(true);
                     break;
+                }
+                    
             }
         }
         catch (...)
@@ -280,9 +289,8 @@ private:
 
             assert(unit.status = READY_TO_FORMAT);
 
-            unit.segment.resize(DBMS_DEFAULT_BUFFER_SIZE);
+            unit.segment.resize(1);
 
-            /// TODO: Implement proper nextImpl
             BufferWithOutsideMemory<WriteBuffer> out_buffer(unit.segment);
 
             auto formatter = internal_formatter_creator(out_buffer);
diff --git a/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp b/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp
index d65ce95313e..149ba3f0a2a 100644
--- a/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp
@@ -49,6 +49,7 @@ void registerOutputFormatProcessorTSKV(FormatFactory & factory)
     {
         return std::make_shared<TSKVRowOutputFormat>(buf, sample, params, settings);
     });
+    factory.markOutputFormatSupportsParallelFormatting("TSKV");
 }
 
 }
diff --git a/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp b/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp
index da8221b11c5..dd3adfa40eb 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp
@@ -85,6 +85,7 @@ void registerOutputFormatProcessorTabSeparated(FormatFactory & factory)
         {
             return std::make_shared<TabSeparatedRowOutputFormat>(buf, sample, false, false, params, settings);
         });
+        factory.markOutputFormatSupportsParallelFormatting(name);
     }
 
     for (const auto * name : {"TabSeparatedRaw", "TSVRaw"})
@@ -97,6 +98,7 @@ void registerOutputFormatProcessorTabSeparated(FormatFactory & factory)
         {
             return std::make_shared<TabSeparatedRawRowOutputFormat>(buf, sample, false, false, params, settings);
         });
+        factory.markOutputFormatSupportsParallelFormatting(name);
     }
 
     for (const auto * name : {"TabSeparatedWithNames", "TSVWithNames"})
@@ -109,6 +111,7 @@ void registerOutputFormatProcessorTabSeparated(FormatFactory & factory)
         {
             return std::make_shared<TabSeparatedRowOutputFormat>(buf, sample, true, false, params, settings);
         });
+        factory.markOutputFormatSupportsParallelFormatting(name);
     }
 
     for (const auto * name : {"TabSeparatedWithNamesAndTypes", "TSVWithNamesAndTypes"})
@@ -121,6 +124,7 @@ void registerOutputFormatProcessorTabSeparated(FormatFactory & factory)
         {
             return std::make_shared<TabSeparatedRowOutputFormat>(buf, sample, true, true, params, settings);
         });
+        factory.markOutputFormatSupportsParallelFormatting(name);
     }
 }
 
diff --git a/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp b/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp
index 7791e1296e0..7f249200404 100644
--- a/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp
@@ -51,6 +51,7 @@ void registerOutputFormatProcessorValues(FormatFactory & factory)
     {
         return std::make_shared<ValuesRowOutputFormat>(buf, sample, params, settings);
     });
+    factory.markOutputFormatSupportsParallelFormatting("Values");
 }
 
 }
diff --git a/tests/queries/0_stateless/01514_parallel_formatting.reference b/tests/queries/0_stateless/01514_parallel_formatting.reference
new file mode 100644
index 00000000000..c9bddf62490
--- /dev/null
+++ b/tests/queries/0_stateless/01514_parallel_formatting.reference
@@ -0,0 +1,6 @@
+10000000
+10000000
+20000000
+20000000
+30000000
+30000000
diff --git a/tests/queries/0_stateless/01514_parallel_formatting.sql b/tests/queries/0_stateless/01514_parallel_formatting.sql
new file mode 100644
index 00000000000..90fa9e4b4b8
--- /dev/null
+++ b/tests/queries/0_stateless/01514_parallel_formatting.sql
@@ -0,0 +1,19 @@
+drop table if exists tsv;
+create table tsv(a int, b int default 7) engine File(TSV);
+
+insert into tsv(a) select number from numbers(10000000);
+select '10000000';
+select count() from tsv;
+
+
+insert into tsv(a) select number from numbers(10000000);
+select '20000000';
+select count() from tsv;
+
+
+insert into tsv(a) select number from numbers(10000000);
+select '30000000';
+select count() from tsv;
+
+
+drop table tsv;