Files
concrete/compiler/include/concretelang/ClientLib/PublicArguments.h
Andi Drebes a7051c2c9c enhance(client/server): Add support for scalar results
This patch adds support for scalar results to the client/server
protocol and tests. In addition to `TensorData`, a new type
`ScalarData` is added. Previous representations of scalar values using
one-dimensional `TensorData` instances have been replaced with proper
instantiations of `ScalarData`.

The generic use of `TensorData` for scalar and tensor values has been
replaced with uses of a new variant `ScalarOrTensorData`, which can
either hold an instance of `TensorData` or `ScalarData`.
2022-10-04 14:40:40 +02:00

166 lines
5.7 KiB
C++

// Part of the Concrete Compiler Project, under the BSD3 License with Zama
// Exceptions. See
// https://github.com/zama-ai/concrete-compiler-internal/blob/main/LICENSE.txt
// for license information.
#ifndef CONCRETELANG_CLIENTLIB_PUBLIC_ARGUMENTS_H
#define CONCRETELANG_CLIENTLIB_PUBLIC_ARGUMENTS_H
#include <iostream>
#include "boost/outcome.h"
#include "concretelang/ClientLib/ClientParameters.h"
#include "concretelang/ClientLib/EncryptedArguments.h"
#include "concretelang/ClientLib/Types.h"
#include "concretelang/Common/Error.h"
#include "concretelang/Runtime/context.h"
namespace concretelang {
namespace serverlib {
class ServerLambda;
}
} // namespace concretelang
namespace mlir {
namespace concretelang {
class JITLambda;
}
} // namespace mlir
namespace concretelang {
namespace clientlib {
using concretelang::error::StringError;
class EncryptedArguments;
/// PublicArguments will be sended to the server. It includes encrypted
/// arguments and public keys.
class PublicArguments {
public:
PublicArguments(const ClientParameters &clientParameters,
std::vector<void *> &&preparedArgs,
std::vector<ScalarOrTensorData> &&ciphertextBuffers);
~PublicArguments();
PublicArguments(PublicArguments &other) = delete;
PublicArguments(PublicArguments &&other) = delete;
static outcome::checked<std::unique_ptr<PublicArguments>, StringError>
unserialize(ClientParameters &expectedParams, std::istream &istream);
outcome::checked<void, StringError> serialize(std::ostream &ostream);
private:
friend class ::concretelang::serverlib::ServerLambda;
friend class ::mlir::concretelang::JITLambda;
outcome::checked<void, StringError> unserializeArgs(std::istream &istream);
ClientParameters clientParameters;
std::vector<void *> preparedArgs;
/// Store buffers of ciphertexts
std::vector<ScalarOrTensorData> ciphertextBuffers;
};
/// PublicResult is a result of a ServerLambda call which contains encrypted
/// results.
struct PublicResult {
PublicResult(const ClientParameters &clientParameters,
std::vector<ScalarOrTensorData> &&buffers = {})
: clientParameters(clientParameters), buffers(std::move(buffers)){};
PublicResult(PublicResult &) = delete;
/// Create a public result from buffers.
static std::unique_ptr<PublicResult>
fromBuffers(const ClientParameters &clientParameters,
std::vector<ScalarOrTensorData> &&buffers) {
return std::make_unique<PublicResult>(clientParameters, std::move(buffers));
}
/// Unserialize from an input stream inplace.
outcome::checked<void, StringError> unserialize(std::istream &istream);
/// Unserialize from an input stream returning a new PublicResult.
static outcome::checked<std::unique_ptr<PublicResult>, StringError>
unserialize(ClientParameters &expectedParams, std::istream &istream) {
auto publicResult = std::make_unique<PublicResult>(expectedParams);
OUTCOME_TRYV(publicResult->unserialize(istream));
return std::move(publicResult);
}
/// Serialize into an output stream.
outcome::checked<void, StringError> serialize(std::ostream &ostream);
/// Get the result at `pos` as a scalar. Decryption happens if the
/// result is encrypted.
template <typename T>
outcome::checked<T, StringError> asClearTextScalar(KeySet &keySet,
size_t pos) {
OUTCOME_TRY(auto gate, clientParameters.ouput(pos));
if (!gate.isEncrypted())
return buffers[pos].getScalar().getValue<T>();
auto &buffer = buffers[pos].getTensor();
auto ciphertext = buffer.getOpaqueElementPointer(0);
uint64_t decrypted;
// Convert to uint64_t* as required by `KeySet::decrypt_lwe`
// FIXME: this may break alignment restrictions on some
// architectures
auto ciphertextu64 = reinterpret_cast<uint64_t *>(ciphertext);
OUTCOME_TRYV(keySet.decrypt_lwe(0, ciphertextu64, decrypted));
return (T)decrypted;
}
/// Get the result at `pos` as a vector. Decryption happens if the
/// result is encrypted.
template <typename T>
outcome::checked<std::vector<T>, StringError>
asClearTextVector(KeySet &keySet, size_t pos) {
OUTCOME_TRY(auto gate, clientParameters.ouput(pos));
if (!gate.isEncrypted())
return buffers[pos].getTensor().asFlatVector<T>();
auto &buffer = buffers[pos].getTensor();
auto lweSize = clientParameters.lweBufferSize(gate);
std::vector<T> decryptedValues(buffer.length() / lweSize);
for (size_t i = 0; i < decryptedValues.size(); i++) {
auto ciphertext = buffer.getOpaqueElementPointer(i * lweSize);
uint64_t decrypted;
// Convert to uint64_t* as required by `KeySet::decrypt_lwe`
// FIXME: this may break alignment restrictions on some
// architectures
auto ciphertextu64 = reinterpret_cast<uint64_t *>(ciphertext);
OUTCOME_TRYV(keySet.decrypt_lwe(0, ciphertextu64, decrypted));
decryptedValues[i] = decrypted;
}
return decryptedValues;
}
/// Return the shape of the clear tensor of a result.
outcome::checked<std::vector<int64_t>, StringError>
asClearTextShape(size_t pos) {
OUTCOME_TRY(auto gate, clientParameters.ouput(pos));
return gate.shape.dimensions;
}
// private: TODO tmp
friend class ::concretelang::serverlib::ServerLambda;
ClientParameters clientParameters;
std::vector<ScalarOrTensorData> buffers;
};
/// Helper function to convert from MemRefDescriptor to
/// TensorData
TensorData tensorDataFromMemRef(size_t memref_rank, size_t element_width,
bool is_signed, void *allocated, void *aligned,
size_t offset, size_t *sizes, size_t *strides);
} // namespace clientlib
} // namespace concretelang
#endif