diff --git a/src/Processors/QueryPipeline.cpp b/src/Processors/QueryPipeline.cpp
index ff086fd5b115..97d753bf5fb1 100644
--- a/src/Processors/QueryPipeline.cpp
+++ b/src/Processors/QueryPipeline.cpp
@@ -182,8 +182,11 @@ void QueryPipeline::addExtremesTransform()
 {
     checkInitializedAndNotCompleted();
 
+    /// It is possible that pipeline already have extremes.
+    /// For example, it may be added from VIEW subquery.
+    /// In this case, recalculate extremes again - they should be calculated for different rows.
     if (pipe.getExtremesPort())
-        throw Exception("Extremes transform was already added to pipeline.", ErrorCodes::LOGICAL_ERROR);
+        pipe.dropExtremes();
 
     resize(1);
     auto transform = std::make_shared<ExtremesTransform>(getHeader());
diff --git a/tests/queries/0_stateless/01660_second_extremes_bug.reference b/tests/queries/0_stateless/01660_second_extremes_bug.reference
new file mode 100644
index 000000000000..9b6a60d5b25a
--- /dev/null
+++ b/tests/queries/0_stateless/01660_second_extremes_bug.reference
@@ -0,0 +1,16 @@
+{
+	"meta":
+	[
+		{
+			"name": "a",
+			"type": "String"
+		}
+	],
+
+	"data":
+	[
+
+	],
+
+	"rows": 0
+}
diff --git a/tests/queries/0_stateless/01660_second_extremes_bug.sql b/tests/queries/0_stateless/01660_second_extremes_bug.sql
new file mode 100644
index 000000000000..f5515470208e
--- /dev/null
+++ b/tests/queries/0_stateless/01660_second_extremes_bug.sql
@@ -0,0 +1,10 @@
+DROP TABLE IF EXISTS t;
+DROP TABLE IF EXISTS t_v;
+
+CREATE TABLE t ( a String ) ENGINE = Memory();
+CREATE VIEW t_v AS SELECT * FROM t;
+SET output_format_write_statistics = 0;
+SELECT * FROM t_v FORMAT JSON SETTINGS extremes = 1;
+
+DROP TABLE IF EXISTS t;
+DROP TABLE IF EXISTS t_v;