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yosys_openfhe_runner.h
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yosys_openfhe_runner.h
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// Copyright 2021 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef FULLY_HOMOMORPHIC_ENCRYPTION_TRANSPILER_YOSYS_RUNNER_H_
#define FULLY_HOMOMORPHIC_ENCRYPTION_TRANSPILER_YOSYS_RUNNER_H_
#include <memory>
#include "absl/memory/memory.h"
#include "absl/status/status.h"
#include "absl/status/statusor.h"
#include "absl/types/span.h"
#include "google/protobuf/text_format.h"
#include "openfhe/binfhe/binfhecontext.h"
#include "transpiler/data/openfhe_data.h"
#include "xls/contrib/xlscc/metadata_output.pb.h"
#include "xls/protected/netlist.h"
namespace fully_homomorphic_encryption {
namespace transpiler {
class YosysTfheRunner;
// Class OpenFheBoolValue provides the glue that bridges the way the XLS
// netlist AbstractInterpreter processes boolean values, and the way the
// OpenFHE BinFHE library handles them. The former expects to see an object of
// a type that is source-code-compatible with bool, while the BinFHE library
// uses opaque constructs of type LweCiphertext that have no source-level
// compatibility with bool.
//
// Inputs to the top-level TFHE function are in the form of spans of
// LweCiphertext, with one span per input argument. So for example, if you have
// two inputs, an uint8_t and an int32_t, then you'll have two spans, the first
// of which is 8-bits wide, and the second of which is 32-bits wide. Each span
// entry will be a LweCiphertext representing one bit of the input. It
// represents a bit of input, but it does not act like a "bool".
//
// The interpreter, on the other hand, expects values that act as booleans:
// they can be constructed from bool and can participate in boolean operators.
// From the interpreter's view, they or may not be evaluated to booleans (in
// our case, or course, we want to prevent such evaluation).
//
// a) Constructing from bool is necessary to assign initial values to
// constants in the netlist. These constants are part of the algorithm,
// and constructing TFHE objects from them is OK. Also, technically
// evaluating them as bool is OK since we know their values already.
//
// b) Bool expressions. The Interpreter has code to either parse *and*
// interpret the cell-output-pin-function definitions already provided in
// the cell library as part of the cell definitions, or to parse the
// functions but trap directly into our callback implementations (e.g.,
// YosysTfheRunner::OpenFheOp_xor2) to do the actual evaluation. For the
// latter, we only need requirement (a) above, because all the actual
// operations are handled in the callbacks. However, the Interpreter is
// coded to handle the case where a callback isn't available, and so it
// needs to be able to evaluate the FHE objects as booleans as usual. For
// this reason, we must provide arithmetic operation capabilities to our
// FHE booleans.
//
// c) No evaluation to bool. For obvious reasons.
//
// Requirement (b) is useful if for some reasons we cannot provide an
// implementation of a cell and instead rely on the function parser to
// interpret it. In the extreme case, we can simply not pass TfheEvalMap to
// the interpreter, forcing it to evaluate everything. That will still work
// since the FHE objects act as bools.
class OpenFheBoolValue {
public:
static OpenFheBoolValue Unencrypted(bool val, lbcrypto::BinFHEContext cc) {
return OpenFheBoolValue(cc.EvalConstant(val), cc);
}
OpenFheBoolValue(const OpenFheBoolValue& rhs)
: lwe_(std::make_shared<lbcrypto::LWECiphertextImpl>(*rhs.lwe_)),
cc_(rhs.cc_) {}
OpenFheBoolValue& operator=(const OpenFheBoolValue& rhs) {
lwe_ = std::make_shared<lbcrypto::LWECiphertextImpl>(*rhs.lwe_);
cc_ = rhs.cc_;
return *this;
}
OpenFheBoolValue(OpenFheBoolValue&& rhs) {
cc_ = rhs.cc_;
lwe_ = std::move(rhs.lwe_);
}
OpenFheBoolValue& operator=(OpenFheBoolValue&& rhs) {
cc_ = rhs.cc_;
lwe_ = std::move(rhs.lwe_);
return *this;
}
OpenFheBoolValue operator&(const OpenFheBoolValue& rhs) {
return OpenFheBoolValue(cc_.EvalBinGate(lbcrypto::AND, lwe_, rhs.lwe()),
cc_);
}
OpenFheBoolValue operator|(const OpenFheBoolValue& rhs) {
return OpenFheBoolValue(cc_.EvalBinGate(lbcrypto::OR, lwe_, rhs.lwe()),
cc_);
}
OpenFheBoolValue operator^(const OpenFheBoolValue& rhs) {
return OpenFheBoolValue(cc_.EvalBinGate(lbcrypto::XOR, lwe_, rhs.lwe()),
cc_);
}
OpenFheBoolValue operator!() {
return OpenFheBoolValue(cc_.EvalNOT(lwe_), cc_);
}
lbcrypto::LWECiphertext lwe() const { return lwe_; }
private:
lbcrypto::LWECiphertext lwe_;
public:
OpenFheBoolValue(lbcrypto::LWECiphertext lwe, lbcrypto::BinFHEContext cc)
: lwe_(lwe), cc_(cc) {}
private:
lbcrypto::BinFHEContext cc_;
};
class YosysOpenFheRunner {
public:
// char_stream: value
// --> lib_proto: value
// --> cell_library: value
//
// netlist_text
// --> scanner: value
//
// &cell_library, &scanner
// --> netlist: pointer
YosysOpenFheRunner(const std::string& liberty_text,
const std::string& netlist_text,
const std::string& metadata_text)
: liberty_text_(liberty_text),
netlist_text_(netlist_text),
metadata_text_(metadata_text),
state_(nullptr) {}
absl::Status InitializeOnce(
lbcrypto::BinFHEContext cc,
const xls::netlist::rtl::CellToOutputEvalFns<OpenFheBoolValue>& eval_fns);
absl::Status Run(
absl::Span<lbcrypto::LWECiphertext> result,
std::vector<absl::Span<const lbcrypto::LWECiphertext>> in_args,
std::vector<absl::Span<lbcrypto::LWECiphertext>> inout_args,
lbcrypto::BinFHEContext cc);
std::unique_ptr<OpenFheBoolValue> CreateOpenFheBoolValue(bool in) {
return std::make_unique<OpenFheBoolValue>(
OpenFheBoolValue::Unencrypted(in, state_->cc_));
}
private:
struct YosysOpenFheRunnerState {
YosysOpenFheRunnerState(lbcrypto::BinFHEContext cc,
xls::netlist::cell_lib::CharStream char_stream,
xls::netlist::rtl::Scanner scanner)
: cc_(cc),
zero_(OpenFheBoolValue::Unencrypted(false, cc_)),
one_(OpenFheBoolValue::Unencrypted(true, cc_)),
char_stream_(std::move(char_stream)),
lib_proto_(*xls::netlist::function::ExtractFunctions(&char_stream_)),
cell_library_(
*xls::netlist::AbstractCellLibrary<OpenFheBoolValue>::FromProto(
lib_proto_, zero_, one_)),
scanner_(scanner) {}
absl::Status Run(
absl::Span<lbcrypto::LWECiphertext> result,
std::vector<absl::Span<const lbcrypto::LWECiphertext>> in_args,
std::vector<absl::Span<lbcrypto::LWECiphertext>> inout_args);
lbcrypto::BinFHEContext cc_;
OpenFheBoolValue zero_;
OpenFheBoolValue one_;
xls::netlist::cell_lib::CharStream char_stream_;
xls::netlist::CellLibraryProto lib_proto_;
xls::netlist::AbstractCellLibrary<OpenFheBoolValue> cell_library_;
xls::netlist::rtl::Scanner scanner_;
std::unique_ptr<xls::netlist::rtl::AbstractNetlist<OpenFheBoolValue>>
netlist_;
xlscc_metadata::MetadataOutput metadata_;
};
absl::StatusOr<OpenFheBoolValue> OpenFheOp_inv(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_buffer(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_and2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_nand2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_or2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_nor2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_xor2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_xnor2(
const std::vector<OpenFheBoolValue>& args);
const std::string liberty_text_;
const std::string netlist_text_;
const std::string metadata_text_;
std::unique_ptr<YosysOpenFheRunnerState> state_;
};
} // namespace transpiler
} // namespace fully_homomorphic_encryption
#endif // FULLY_HOMOMORPHIC_ENCRYPTION_TRANSPILER_YOSYS_RUNNER_H_