diff --git a/src/Functions/registerFunctionsReinterpret.cpp b/src/Functions/registerFunctionsReinterpret.cpp
index d2e43fbd52a..d82274ce9ed 100644
--- a/src/Functions/registerFunctionsReinterpret.cpp
+++ b/src/Functions/registerFunctionsReinterpret.cpp
@@ -3,13 +3,13 @@ namespace DB
 
 class FunctionFactory;
 
-void registerFunctionsReinterpretStringAs(FunctionFactory & factory);
+void registerFunctionsReinterpretAs(FunctionFactory & factory);
 void registerFunctionReinterpretAsString(FunctionFactory & factory);
 void registerFunctionReinterpretAsFixedString(FunctionFactory & factory);
 
 void registerFunctionsReinterpret(FunctionFactory & factory)
 {
-    registerFunctionsReinterpretStringAs(factory);
+    registerFunctionsReinterpretAs(factory);
     registerFunctionReinterpretAsString(factory);
     registerFunctionReinterpretAsFixedString(factory);
 }
diff --git a/src/Functions/reinterpretStringAs.cpp b/src/Functions/reinterpretAs.cpp
similarity index 54%
rename from src/Functions/reinterpretStringAs.cpp
rename to src/Functions/reinterpretAs.cpp
index cd36d63dd46..1efadd4f491 100644
--- a/src/Functions/reinterpretStringAs.cpp
+++ b/src/Functions/reinterpretAs.cpp
@@ -1,4 +1,5 @@
 #include <Functions/FunctionFactory.h>
+#include <Functions/castTypeToEither.h>
 
 #include <DataTypes/DataTypesNumber.h>
 #include <DataTypes/DataTypeString.h>
@@ -25,30 +26,60 @@ namespace ErrorCodes
 
 namespace
 {
-
-template <typename ToDataType, typename Name>
-class FunctionReinterpretStringAs : public IFunction
+template <typename ToDataType, typename Name, bool support_between_float_integer>
+class FunctionReinterpretAs : public IFunction
 {
+    template <typename F>
+    static bool castType(const IDataType * type, F && f)
+    {
+        return castTypeToEither<DataTypeUInt32, DataTypeInt32, DataTypeUInt64, DataTypeInt64, DataTypeFloat32, DataTypeFloat64>(
+            type, std::forward<F>(f));
+    }
+
+    template <typename From, typename To>
+    static void reinterpretImpl(const PaddedPODArray<From> & from, PaddedPODArray<To> & to)
+    {
+        const auto * from_reinterpret = reinterpret_cast<To *>(const_cast<From *>(from.data()));
+        to.resize(from.size());
+        for (size_t i = 0; i < from.size(); ++i)
+        {
+            to[i] = from_reinterpret[i];
+        }
+    }
+
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionReinterpretStringAs>(); }
+    static FunctionPtr create(const Context &) { return std::make_shared<FunctionReinterpretAs>(); }
 
     using ToFieldType = typename ToDataType::FieldType;
     using ColumnType = typename ToDataType::ColumnType;
 
-    String getName() const override
-    {
-        return name;
-    }
+    String getName() const override { return name; }
 
     size_t getNumberOfArguments() const override { return 1; }
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
         const IDataType & type = *arguments[0];
-        if (!isStringOrFixedString(type))
-            throw Exception("Cannot reinterpret " + type.getName() + " as " + ToDataType().getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        if constexpr (support_between_float_integer)
+        {
+            if (!isStringOrFixedString(type) && !isNumber(type))
+                throw Exception(
+                    "Cannot reinterpret " + type.getName() + " as " + ToDataType().getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
+            if (isNumber(type))
+            {
+                if (type.getSizeOfValueInMemory() != ToDataType{}.getSizeOfValueInMemory())
+                    throw Exception(
+                        "Cannot reinterpret " + type.getName() + " as " + ToDataType().getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            }
+        }
+        else
+        {
+            if (!isStringOrFixedString(type))
+                throw Exception(
+                    "Cannot reinterpret " + type.getName() + " as " + ToDataType().getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        }
         return std::make_shared<ToDataType>();
     }
 
@@ -99,10 +130,34 @@ public:
 
             return col_res;
         }
+        else if constexpr (support_between_float_integer)
+        {
+            ColumnPtr res;
+            if (castType(arguments[0].type.get(), [&](const auto & type) {
+                    using DataType = std::decay_t<decltype(type)>;
+                    using T = typename DataType::FieldType;
+
+                    const ColumnVector<T> * col = checkAndGetColumn<ColumnVector<T>>(arguments[0].column.get());
+                    auto col_res = ColumnType::create();
+                    reinterpretImpl(col->getData(), col_res->getData());
+                    res = std::move(col_res);
+
+                    return true;
+                }))
+            {
+                return res;
+            }
+            else
+            {
+                throw Exception(
+                    "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
+                    ErrorCodes::ILLEGAL_COLUMN);
+            }
+        }
         else
         {
-            throw Exception("Illegal column " + arguments[0].column->getName()
-                + " of argument of function " + getName(),
+            throw Exception(
+                "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
         }
     }
@@ -123,23 +178,22 @@ struct NameReinterpretAsDate        { static constexpr auto name = "reinterpretA
 struct NameReinterpretAsDateTime    { static constexpr auto name = "reinterpretAsDateTime"; };
 struct NameReinterpretAsUUID        { static constexpr auto name = "reinterpretAsUUID"; };
 
-using FunctionReinterpretAsUInt8 = FunctionReinterpretStringAs<DataTypeUInt8,       NameReinterpretAsUInt8>;
-using FunctionReinterpretAsUInt16 = FunctionReinterpretStringAs<DataTypeUInt16,     NameReinterpretAsUInt16>;
-using FunctionReinterpretAsUInt32 = FunctionReinterpretStringAs<DataTypeUInt32,     NameReinterpretAsUInt32>;
-using FunctionReinterpretAsUInt64 = FunctionReinterpretStringAs<DataTypeUInt64,     NameReinterpretAsUInt64>;
-using FunctionReinterpretAsInt8 = FunctionReinterpretStringAs<DataTypeInt8,         NameReinterpretAsInt8>;
-using FunctionReinterpretAsInt16 = FunctionReinterpretStringAs<DataTypeInt16,       NameReinterpretAsInt16>;
-using FunctionReinterpretAsInt32 = FunctionReinterpretStringAs<DataTypeInt32,       NameReinterpretAsInt32>;
-using FunctionReinterpretAsInt64 = FunctionReinterpretStringAs<DataTypeInt64,       NameReinterpretAsInt64>;
-using FunctionReinterpretAsFloat32 = FunctionReinterpretStringAs<DataTypeFloat32,   NameReinterpretAsFloat32>;
-using FunctionReinterpretAsFloat64 = FunctionReinterpretStringAs<DataTypeFloat64,   NameReinterpretAsFloat64>;
-using FunctionReinterpretAsDate = FunctionReinterpretStringAs<DataTypeDate,         NameReinterpretAsDate>;
-using FunctionReinterpretAsDateTime = FunctionReinterpretStringAs<DataTypeDateTime, NameReinterpretAsDateTime>;
-using FunctionReinterpretAsUUID = FunctionReinterpretStringAs<DataTypeUUID, NameReinterpretAsUUID>;
-
+using FunctionReinterpretAsUInt8 = FunctionReinterpretAs<DataTypeUInt8, NameReinterpretAsUInt8, false>;
+using FunctionReinterpretAsUInt16 = FunctionReinterpretAs<DataTypeUInt16, NameReinterpretAsUInt16, false>;
+using FunctionReinterpretAsUInt32 = FunctionReinterpretAs<DataTypeUInt32, NameReinterpretAsUInt32, true>;
+using FunctionReinterpretAsUInt64 = FunctionReinterpretAs<DataTypeUInt64, NameReinterpretAsUInt64, true>;
+using FunctionReinterpretAsInt8 = FunctionReinterpretAs<DataTypeInt8, NameReinterpretAsInt8, false>;
+using FunctionReinterpretAsInt16 = FunctionReinterpretAs<DataTypeInt16, NameReinterpretAsInt16, false>;
+using FunctionReinterpretAsInt32 = FunctionReinterpretAs<DataTypeInt32, NameReinterpretAsInt32, true>;
+using FunctionReinterpretAsInt64 = FunctionReinterpretAs<DataTypeInt64, NameReinterpretAsInt64, true>;
+using FunctionReinterpretAsFloat32 = FunctionReinterpretAs<DataTypeFloat32, NameReinterpretAsFloat32, true>;
+using FunctionReinterpretAsFloat64 = FunctionReinterpretAs<DataTypeFloat64, NameReinterpretAsFloat64, true>;
+using FunctionReinterpretAsDate = FunctionReinterpretAs<DataTypeDate, NameReinterpretAsDate, false>;
+using FunctionReinterpretAsDateTime = FunctionReinterpretAs<DataTypeDateTime, NameReinterpretAsDateTime, false>;
+using FunctionReinterpretAsUUID = FunctionReinterpretAs<DataTypeUUID, NameReinterpretAsUUID, false>;
 }
 
-void registerFunctionsReinterpretStringAs(FunctionFactory & factory)
+void registerFunctionsReinterpretAs(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionReinterpretAsUInt8>();
     factory.registerFunction<FunctionReinterpretAsUInt16>();
diff --git a/src/Functions/ya.make b/src/Functions/ya.make
index 4c2cbaf5b1f..bc5af88b6af 100644
--- a/src/Functions/ya.make
+++ b/src/Functions/ya.make
@@ -359,7 +359,7 @@ SRCS(
     registerFunctionsVisitParam.cpp
     reinterpretAsFixedString.cpp
     reinterpretAsString.cpp
-    reinterpretStringAs.cpp
+    reinterpretAs.cpp
     repeat.cpp
     replaceAll.cpp
     replaceOne.cpp