import numpy as np import pytest import shutil import tempfile from concrete.compiler import ( ClientSupport, EvaluationKeys, KeySet, LibrarySupport, PublicArguments, PublicResult, ) def test_keyset_serialization(): mlir = """ module { func.func @main(%arg0: !FHE.eint<3>) -> !FHE.eint<6> { %cst = arith.constant dense<[0, 1, 4, 9, 16, 25, 36, 49]> : tensor<8xi64> %0 = "FHE.apply_lookup_table"(%arg0, %cst) : (!FHE.eint<3>, tensor<8xi64>) -> !FHE.eint<6> return %0 : !FHE.eint<6> } } """.strip() with tempfile.TemporaryDirectory() as tmpdirname: support = LibrarySupport.new(str(tmpdirname)) compilation_result = support.compile(mlir) server_lambda = support.load_server_lambda(compilation_result) client_parameters = support.load_client_parameters(compilation_result) keyset = ClientSupport.key_set(client_parameters) evaluation_keys = keyset.get_evaluation_keys() arg = 5 encrypted_args = ClientSupport.encrypt_arguments( client_parameters, keyset, [arg] ) result = support.server_call(server_lambda, encrypted_args, evaluation_keys) serialized_keyset = keyset.serialize() deserialized_keyset = KeySet.deserialize(serialized_keyset) output = ClientSupport.decrypt_result( client_parameters, deserialized_keyset, result ) assert output == arg**2