perf(frontend/compiler): support ser keyset using path

reduce memory usage by avoiding unecessary copy

compilers/concrete-compiler/compiler/lib/Bindings/Python/CompilerAPIModule.cpp

@@ -1675,6 +1675,21 @@ void mlir::concretelang::python::populateCompilerAPISubmodule(
             return pybind11::bytes(keySetSerialize(keySet));
           },
           "Serialize a Keyset to bytes.")
+      .def(
+          "serialize_to_file",
+          [](Keyset &keySet, const std::string path) {
+            std::ofstream ofs;
+            ofs.open(path);
+            if (!ofs.good()) {
+              throw std::runtime_error("Failed to open keyset file " + path);
+            }
+            auto keysetProto = keySet.toProto();
+            auto maybeBuffer = keysetProto.writeBinaryToOstream(ofs);
+            if (maybeBuffer.has_failure()) {
+              throw std::runtime_error("Failed to serialize keys.");
+            }
+          },
+          "Serialize a Keyset to bytes.")
       .def(
           "serialize_lwe_secret_key_as_glwe",
           [](Keyset &keyset, size_t keyIndex, size_t glwe_dimension,

frontends/concrete-python/concrete/fhe/compilation/keys.py

@@ -115,7 +115,7 @@ def save(self, location: Union[str, Path]):
             message = f"Unable to save keys to {location} because it already exists"
             raise ValueError(message)
 
-        location.write_bytes(self.serialize())
+        self.serialize_to_file(location)
 
     def load(self, location: Union[str, Path]):
         """
@@ -171,6 +171,8 @@ def serialize(self) -> bytes:
         Serialize keys into bytes.
 
         Serialized keys are not encrypted, so be careful how you store/transfer them!
+        `serialize_to_file` is supposed to be more performant as it avoid copying the buffer
+        between the Compiler and the Frontend.
 
         Returns:
             bytes:
@@ -184,6 +186,23 @@ def serialize(self) -> bytes:
         serialized_keyset = self._keyset.serialize()
         return serialized_keyset
 
+    def serialize_to_file(self, path: Path):
+        """
+        Serialize keys into a file.
+
+        Serialized keys are not encrypted, so be careful how you store/transfer them!
+        This is supposed to be more performant than `serialize` as it avoid copying the buffer
+        between the Compiler and the Frontend.
+
+        Args:
+            path (Path): where to save serialized keys
+        """
+        if self._keyset is None:
+            message = "Keys cannot be serialized before they are generated"
+            raise RuntimeError(message)
+
+        self._keyset.serialize_to_file(str(path))
+
     @staticmethod
     def deserialize(serialized_keys: Union[Path, bytes]) -> "Keys":
         """