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chore: import upstream snapshot with attribution
2026-07-13 13:36:25 +08:00

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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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.
*/
/*!
* \file tvm/support/serializer.h
* \brief Serializer<T> specializations for tvm::support::Stream.
*
* Built-in support for:
* - Arithmetic types (endian-aware)
* - Enum types (via underlying arithmetic type)
* - std::string, std::vector<T>, std::pair<A,B>, std::unordered_map<K,V>
* - DLDataType, DLDevice
*
* Custom types with Save(Stream*)/Load(Stream*) methods should define
* Serializer<Type> specializations directly.
*/
#ifndef TVM_SUPPORT_SERIALIZER_H_
#define TVM_SUPPORT_SERIALIZER_H_
#include <dlpack/dlpack.h>
#include <tvm/ffi/container/array.h>
#include <tvm/ffi/container/map.h>
#include <tvm/ffi/endian.h>
#include <tvm/ffi/string.h>
#include <tvm/support/io.h>
#include <cstdint>
#include <cstring>
#include <string>
#include <type_traits>
#include <unordered_map>
#include <utility>
#include <vector>
namespace tvm {
namespace support {
// ---- Arithmetic types ----
template <typename T>
struct Serializer<T, std::enable_if_t<std::is_arithmetic_v<T>>> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const T& data) {
if constexpr (TVM_FFI_IO_NO_ENDIAN_SWAP) {
strm->Write(&data, sizeof(T));
} else {
T copy = data;
ffi::ByteSwap(&copy, sizeof(T), 1);
strm->Write(&copy, sizeof(T));
}
}
static bool Read(Stream* strm, T* data) {
bool ok = strm->Read(data, sizeof(T)) == sizeof(T);
if constexpr (!TVM_FFI_IO_NO_ENDIAN_SWAP) {
ffi::ByteSwap(data, sizeof(T), 1);
}
return ok;
}
};
// ---- Enum types (delegate to underlying arithmetic type) ----
template <typename T>
struct Serializer<T, std::enable_if_t<std::is_enum_v<T>>> {
static constexpr bool enabled = true;
using U = std::underlying_type_t<T>;
static void Write(Stream* strm, const T& data) {
Serializer<U>::Write(strm, static_cast<U>(data));
}
static bool Read(Stream* strm, T* data) {
U val;
if (!Serializer<U>::Read(strm, &val)) return false;
*data = static_cast<T>(val);
return true;
}
};
// ---- std::string ----
template <>
struct Serializer<std::string> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const std::string& data) {
uint64_t sz = static_cast<uint64_t>(data.size());
Serializer<uint64_t>::Write(strm, sz);
if (sz != 0) {
strm->Write(data.data(), data.size());
}
}
static bool Read(Stream* strm, std::string* data) {
uint64_t sz;
if (!Serializer<uint64_t>::Read(strm, &sz)) return false;
data->resize(static_cast<size_t>(sz));
if (sz != 0) {
size_t nbytes = static_cast<size_t>(sz);
return strm->Read(&(*data)[0], nbytes) == nbytes;
}
return true;
}
};
// ---- std::vector<T> ----
template <typename T>
struct Serializer<std::vector<T>> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const std::vector<T>& vec) {
uint64_t sz = static_cast<uint64_t>(vec.size());
Serializer<uint64_t>::Write(strm, sz);
if constexpr (std::is_arithmetic_v<T> && TVM_FFI_IO_NO_ENDIAN_SWAP) {
if (sz != 0) {
strm->Write(vec.data(), sizeof(T) * vec.size());
}
} else {
for (const auto& v : vec) {
Serializer<T>::Write(strm, v);
}
}
}
static bool Read(Stream* strm, std::vector<T>* vec) {
uint64_t sz;
if (!Serializer<uint64_t>::Read(strm, &sz)) return false;
vec->resize(static_cast<size_t>(sz));
if constexpr (std::is_arithmetic_v<T> && TVM_FFI_IO_NO_ENDIAN_SWAP) {
if (sz != 0) {
size_t nbytes = sizeof(T) * static_cast<size_t>(sz);
return strm->Read(vec->data(), nbytes) == nbytes;
}
return true;
} else {
for (size_t i = 0; i < static_cast<size_t>(sz); ++i) {
if (!Serializer<T>::Read(strm, &(*vec)[i])) return false;
}
return true;
}
}
};
// ---- std::pair<A, B> ----
template <typename A, typename B>
struct Serializer<std::pair<A, B>> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const std::pair<A, B>& data) {
Serializer<A>::Write(strm, data.first);
Serializer<B>::Write(strm, data.second);
}
static bool Read(Stream* strm, std::pair<A, B>* data) {
return Serializer<A>::Read(strm, &data->first) && Serializer<B>::Read(strm, &data->second);
}
};
// ---- std::unordered_map<K, V> ----
template <typename K, typename V>
struct Serializer<std::unordered_map<K, V>> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const std::unordered_map<K, V>& data) {
std::vector<std::pair<K, V>> vec(data.begin(), data.end());
Serializer<std::vector<std::pair<K, V>>>::Write(strm, vec);
}
static bool Read(Stream* strm, std::unordered_map<K, V>* data) {
std::vector<std::pair<K, V>> vec;
if (!Serializer<std::vector<std::pair<K, V>>>::Read(strm, &vec)) return false;
data->clear();
data->insert(vec.begin(), vec.end());
return true;
}
};
// ---- ffi::String ----
template <>
struct Serializer<ffi::String> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const ffi::String& data) {
uint64_t sz = static_cast<uint64_t>(data.size());
Serializer<uint64_t>::Write(strm, sz);
if (sz != 0) {
strm->Write(data.data(), data.size());
}
}
static bool Read(Stream* strm, ffi::String* data) {
std::string s;
if (!Serializer<std::string>::Read(strm, &s)) return false;
*data = ffi::String(std::move(s));
return true;
}
};
// ---- ffi::Bytes (binary payload, same wire format as std::string) ----
template <>
struct Serializer<ffi::Bytes> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const ffi::Bytes& data) {
uint64_t sz = static_cast<uint64_t>(data.size());
Serializer<uint64_t>::Write(strm, sz);
if (sz != 0) {
strm->Write(data.data(), data.size());
}
}
static bool Read(Stream* strm, ffi::Bytes* data) {
std::string s;
if (!Serializer<std::string>::Read(strm, &s)) return false;
*data = ffi::Bytes(std::move(s));
return true;
}
};
// ---- ffi::Array<T> (binary-compatible with std::vector<T>) ----
template <typename T>
struct Serializer<ffi::Array<T>> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const ffi::Array<T>& arr) {
uint64_t sz = static_cast<uint64_t>(arr.size());
Serializer<uint64_t>::Write(strm, sz);
for (size_t i = 0; i < arr.size(); ++i) {
Serializer<T>::Write(strm, arr[i]);
}
}
static bool Read(Stream* strm, ffi::Array<T>* arr) {
uint64_t sz;
if (!Serializer<uint64_t>::Read(strm, &sz)) return false;
*arr = ffi::Array<T>();
for (uint64_t i = 0; i < sz; ++i) {
T val;
if (!Serializer<T>::Read(strm, &val)) return false;
arr->push_back(std::move(val));
}
return true;
}
};
// ---- ffi::Map<K, V> (binary format: uint64_t count, then key/value pairs) ----
template <typename K, typename V>
struct Serializer<ffi::Map<K, V>> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const ffi::Map<K, V>& data) {
uint64_t sz = static_cast<uint64_t>(data.size());
Serializer<uint64_t>::Write(strm, sz);
for (const auto& kv : data) {
Serializer<K>::Write(strm, kv.first);
Serializer<V>::Write(strm, kv.second);
}
}
static bool Read(Stream* strm, ffi::Map<K, V>* data) {
uint64_t sz;
if (!Serializer<uint64_t>::Read(strm, &sz)) return false;
*data = ffi::Map<K, V>();
for (uint64_t i = 0; i < sz; ++i) {
K key;
V val;
if (!Serializer<K>::Read(strm, &key)) return false;
if (!Serializer<V>::Read(strm, &val)) return false;
data->Set(std::move(key), std::move(val));
}
return true;
}
};
// ---- DLDataType ----
template <>
struct Serializer<DLDataType> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const DLDataType& dtype) {
Serializer<uint8_t>::Write(strm, dtype.code);
Serializer<uint8_t>::Write(strm, dtype.bits);
Serializer<uint16_t>::Write(strm, dtype.lanes);
}
static bool Read(Stream* strm, DLDataType* dtype) {
if (!Serializer<uint8_t>::Read(strm, &dtype->code)) return false;
if (!Serializer<uint8_t>::Read(strm, &dtype->bits)) return false;
if (!Serializer<uint16_t>::Read(strm, &dtype->lanes)) return false;
return true;
}
};
// ---- DLDevice ----
template <>
struct Serializer<DLDevice> {
static constexpr bool enabled = true;
static void Write(Stream* strm, const DLDevice& dev) {
int32_t device_type = static_cast<int32_t>(dev.device_type);
Serializer<int32_t>::Write(strm, device_type);
Serializer<int32_t>::Write(strm, dev.device_id);
}
static bool Read(Stream* strm, DLDevice* dev) {
int32_t device_type = 0;
if (!Serializer<int32_t>::Read(strm, &device_type)) return false;
dev->device_type = static_cast<DLDeviceType>(device_type);
if (!Serializer<int32_t>::Read(strm, &dev->device_id)) return false;
return true;
}
};
} // namespace support
} // namespace tvm
#endif // TVM_SUPPORT_SERIALIZER_H_