diff --git a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
index dc210d7bc33..77559c52c4e 100644
--- a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
@@ -1240,6 +1240,11 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
     if (num_streams > settings.max_final_threads)
         num_streams = settings.max_final_threads;
 
+    /// If setting do_not_merge_across_partitions_select_final is true than we won't merge parts from different partitions.
+    /// We have all parts in parts vector, where parts with same partition are nerby.
+    /// So we will store iterators pointed to the beginning of each partition range (and parts.end()),
+    /// then we will create a pipe for each partition that will run selecting processor and merging processor
+    /// for the parts with this partition. In the end we will unite all the pipes.
     std::vector<RangesInDataParts::iterator> parts_to_merge_ranges;
     auto it = parts.begin();
     parts_to_merge_ranges.push_back(it);
@@ -1252,14 +1257,17 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
                 it, parts.end(), [&it](auto & part) { return it->data_part->info.partition_id != part.data_part->info.partition_id; });
             parts_to_merge_ranges.push_back(it);
         }
+        /// We divide threads for each partition equally. But we will create at least the number of partitions threads.
+        /// (So, the total number of threads could be more than initial num_streams.
         num_streams /= (parts_to_merge_ranges.size() - 1);
     }
     else
     {
+        /// If do_not_merge_across_partitions_select_final is false we just merge all the parts.
         parts_to_merge_ranges.push_back(parts.end());
     }
 
-    Pipes select_and_merge_pipes;
+    Pipes partition_pipes;
 
     for (size_t range_index = 0; range_index < parts_to_merge_ranges.size() - 1; ++range_index)
     {
@@ -1270,7 +1278,6 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
 
             for (auto part_it = parts_to_merge_ranges[range_index]; part_it != parts_to_merge_ranges[range_index + 1]; ++part_it)
             {
-                LOG_DEBUG(log, "Partition id: {}", part_it->data_part->info.partition_id);
                 auto source_processor = std::make_shared<MergeTreeSelectProcessor>(
                     data,
                     metadata_snapshot,
@@ -1297,9 +1304,13 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
         if (!out_projection)
             out_projection = createProjection(pipe, data);
 
-        if (std::distance(parts_to_merge_ranges[range_index], parts_to_merge_ranges[range_index + 1]) == 1 && parts_to_merge_ranges[range_index]->data_part->info.level > 0)
+        /// If do_not_merge_across_partitions_select_final is true, there is only one part in partition and it's level > 0
+        /// then we won't merge this part.
+        if (data_settings->do_not_merge_across_partitions_select_final &&
+            std::distance(parts_to_merge_ranges[range_index], parts_to_merge_ranges[range_index + 1]) == 1 &&
+            parts_to_merge_ranges[range_index]->data_part->info.level > 0)
         {
-            select_and_merge_pipes.emplace_back(std::move(pipe));
+            partition_pipes.emplace_back(std::move(pipe));
             continue;
         }
 
@@ -1359,7 +1370,7 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
         if (num_streams <= 1 || sort_description.empty())
         {
             pipe.addTransform(get_merging_processor());
-            select_and_merge_pipes.emplace_back(std::move(pipe));
+            partition_pipes.emplace_back(std::move(pipe));
             continue;
         }
 
@@ -1413,10 +1424,10 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
 
             return processors;
         });
-        select_and_merge_pipes.emplace_back(std::move(pipe));
+        partition_pipes.emplace_back(std::move(pipe));
     }
 
-    return Pipe::unitePipes(std::move(select_and_merge_pipes));
+    return Pipe::unitePipes(std::move(partition_pipes));
 }
 
 /// Calculates a set of mark ranges, that could possibly contain keys, required by condition.
diff --git a/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.reference b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.reference
new file mode 100644
index 00000000000..4c85a1d418a
--- /dev/null
+++ b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.reference
@@ -0,0 +1,6 @@
+2000-01-01 00:00:00	0
+2020-01-01 00:00:00	0
+2000-01-01 00:00:00	1
+2020-01-01 00:00:00	1
+2000-01-01 00:00:00	2
+2020-01-01 00:00:00	2
diff --git a/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.sql b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.sql
new file mode 100644
index 00000000000..d670cf8594c
--- /dev/null
+++ b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.sql
@@ -0,0 +1,15 @@
+DROP TABLE IF EXISTS select_final;
+
+CREATE TABLE select_final (t DateTime, x Int32) ENGINE = ReplacingMergeTree() PARTITION BY toYYYYMM(t) ORDER BY x SETTINGS do_not_merge_across_partitions_select_final = 1;
+
+INSERT INTO select_final SELECT toDate('2000-01-01'), number FROM numbers(2);
+INSERT INTO select_final SELECT toDate('2000-01-01'), number + 1 FROM numbers(2);
+
+INSERT INTO select_final SELECT toDate('2020-01-01'), number FROM numbers(2);
+INSERT INTO select_final SELECT toDate('2020-01-01'), number + 1 FROM numbers(2);
+
+
+SELECT * FROM select_final FINAL ORDER BY x;
+
+DROP TABLE select_final;
+