diff --git a/src/Columns/ColumnSparse.cpp b/src/Columns/ColumnSparse.cpp
index 890bae741f7..bb9409e6860 100644
--- a/src/Columns/ColumnSparse.cpp
+++ b/src/Columns/ColumnSparse.cpp
@@ -85,6 +85,26 @@ bool ColumnSparse::getBool(size_t n) const
     return values->getBool(getValueIndex(n));
 }
 
+Float64 ColumnSparse::getFloat64(size_t n) const
+{
+    return values->getFloat64(getValueIndex(n));
+}
+
+Float32 ColumnSparse::getFloat32(size_t n) const
+{
+    return values->getFloat32(getValueIndex(n));
+}
+
+UInt64 ColumnSparse::getUInt(size_t n) const
+{
+    return values->getUInt(getValueIndex(n));
+}
+
+Int64 ColumnSparse::getInt(size_t n) const
+{
+    return values->getInt(getValueIndex(n));
+}
+
 UInt64 ColumnSparse::get64(size_t n) const
 {
     return values->get64(getValueIndex(n));
diff --git a/src/Columns/ColumnSparse.h b/src/Columns/ColumnSparse.h
index 591011665bb..0f1cd433884 100644
--- a/src/Columns/ColumnSparse.h
+++ b/src/Columns/ColumnSparse.h
@@ -62,6 +62,10 @@ public:
     Field operator[](size_t n) const override;
     void get(size_t n, Field & res) const override;
     bool getBool(size_t n) const override;
+    Float64 getFloat64(size_t n) const override;
+    Float32 getFloat32(size_t n) const override;
+    UInt64 getUInt(size_t n) const override;
+    Int64 getInt(size_t n) const override;
     UInt64 get64(size_t n) const override;
     StringRef getDataAt(size_t n) const override;
 
diff --git a/src/Dictionaries/DictionaryHelpers.h b/src/Dictionaries/DictionaryHelpers.h
index e4406c9a22b..285c8708b1e 100644
--- a/src/Dictionaries/DictionaryHelpers.h
+++ b/src/Dictionaries/DictionaryHelpers.h
@@ -6,6 +6,7 @@
 #include <Columns/ColumnDecimal.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnVector.h>
+#include <Columns/ColumnSparse.h>
 #include <DataStreams/IBlockInputStream.h>
 #include <DataTypes/DataTypesDecimal.h>
 #include <Core/Block.h>
@@ -347,7 +348,7 @@ public:
 
         if constexpr (key_type == DictionaryKeyType::simple)
         {
-            key_columns[0] = key_columns[0]->convertToFullColumnIfConst();
+            key_columns[0] = recursiveRemoveSparse(key_columns[0]->convertToFullColumnIfConst());
 
             const auto * vector_col = checkAndGetColumn<ColumnVector<UInt64>>(key_columns[0].get());
             if (!vector_col)
@@ -543,7 +544,7 @@ static const PaddedPODArray<T> & getColumnVectorData(
     PaddedPODArray<T> & backup_storage)
 {
     bool is_const_column = isColumnConst(*column);
-    auto full_column = column->convertToFullColumnIfConst();
+    auto full_column = recursiveRemoveSparse(column->convertToFullColumnIfConst());
     auto vector_col = checkAndGetColumn<ColumnVector<T>>(full_column.get());
 
     if (!vector_col)