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// Copyright 2021-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
//
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions
// are met:
// * Redistributions of source code must retain the above copyright
// notice, this list of conditions and the following disclaimer.
// * Redistributions in binary form must reproduce the above copyright
// notice, this list of conditions and the following disclaimer in the
// documentation and/or other materials provided with the distribution.
// * Neither the name of NVIDIA CORPORATION nor the names of its
// contributors may be used to endorse or promote products derived
// from this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
// CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
// PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
// OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
// (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#include <boost/interprocess/managed_external_buffer.hpp>
#include <boost/interprocess/mapped_region.hpp>
#include <boost/interprocess/shared_memory_object.hpp>
#include <iostream>
#include "shm_manager.h"
namespace triton { namespace backend { namespace python {
SharedMemoryManager::SharedMemoryManager(
const std::string& shm_region_name, size_t shm_size,
size_t shm_growth_bytes, bool create)
{
shm_region_name_ = shm_region_name;
create_ = create;
shm_growth_bytes_ = shm_growth_bytes;
try {
if (create) {
// Remove (if any) and create the region.
bi::shared_memory_object::remove(shm_region_name.c_str());
shm_obj_ = std::make_unique<bi::shared_memory_object>(
bi::create_only, shm_region_name.c_str(), bi::read_write);
shm_obj_->truncate(shm_size);
} else {
// Open the existing region.
shm_obj_ = std::make_unique<bi::shared_memory_object>(
bi::open_only, shm_region_name.c_str(), bi::read_write);
}
current_capacity_ = shm_size;
shm_map_ = std::make_shared<bi::mapped_region>(*shm_obj_, bi::read_write);
old_shm_maps_.push_back(shm_map_);
// Only create the managed external buffer for the stub process.
if (create) {
managed_buffer_ = std::make_unique<bi::managed_external_buffer>(
bi::create_only, shm_map_->get_address(), shm_size);
} else {
int64_t shm_size = 0;
shm_obj_->get_size(shm_size);
managed_buffer_ = std::make_unique<bi::managed_external_buffer>(
bi::open_only, shm_map_->get_address(), shm_size);
current_capacity_ = shm_size;
}
}
catch (bi::interprocess_exception& ex) {
std::string error_message =
("Unable to initialize shared memory key '" + shm_region_name +
"' to requested size (" + std::to_string(shm_size) +
" bytes). If you are running Triton inside docker, use '--shm-size' "
"flag to control the shared memory region size. Each Python backend "
"model instance requires at least 64MBs of shared memory. Error: " +
ex.what());
// Remove the shared memory region if there was an error.
bi::shared_memory_object::remove(shm_region_name.c_str());
throw PythonBackendException(std::move(error_message));
}
// Construct a mutex in shared memory.
shm_mutex_ =
managed_buffer_->find_or_construct<bi::interprocess_mutex>("shm_mutex")();
total_size_ = managed_buffer_->find_or_construct<uint64_t>("total size")();
delete_region_ = true;
if (create) {
*total_size_ = current_capacity_;
new (shm_mutex_) bi::interprocess_mutex;
}
}
SharedMemoryManager::SharedMemoryManager(const std::string& shm_region_name)
{
shm_region_name_ = shm_region_name;
create_ = false;
shm_growth_bytes_ = 1024;
shm_obj_ = std::make_unique<bi::shared_memory_object>(
bi::open_only, shm_region_name.c_str(), bi::read_write);
shm_map_ = std::make_shared<bi::mapped_region>(*shm_obj_, bi::read_write);
old_shm_maps_.push_back(shm_map_);
int64_t shm_size = 0;
shm_obj_->get_size(shm_size);
managed_buffer_ = std::make_unique<bi::managed_external_buffer>(
bi::open_only, shm_map_->get_address(), shm_size);
current_capacity_ = shm_size;
// Construct a mutex in shared memory.
shm_mutex_ =
managed_buffer_->find_or_construct<bi::interprocess_mutex>("shm_mutex")();
total_size_ = managed_buffer_->find_or_construct<uint64_t>("total size")();
delete_region_ = false;
}
void
SharedMemoryManager::GrowIfNeeded(uint64_t byte_size)
{
if (*total_size_ != current_capacity_) {
shm_map_ = std::make_shared<bi::mapped_region>(*shm_obj_, bi::read_write);
managed_buffer_ = std::make_unique<bi::managed_external_buffer>(
bi::open_only, shm_map_->get_address(), *total_size_);
old_shm_maps_.push_back(shm_map_);
current_capacity_ = *total_size_;
}
if (byte_size != 0) {
uint64_t bytes_to_be_added =
shm_growth_bytes_ * (byte_size / shm_growth_bytes_ + 1);
uint64_t new_size = *total_size_ + bytes_to_be_added;
try {
shm_obj_->truncate(new_size);
}
catch (bi::interprocess_exception& ex) {
std::string error_message =
("Failed to increase the shared memory pool size for key '" +
shm_region_name_ + "' to " + std::to_string(*total_size_) +
" bytes. If you are running Triton inside docker, use '--shm-size' "
"flag to control the shared memory region size. Error: " +
ex.what());
throw PythonBackendException(error_message);
}
try {
shm_obj_->truncate(new_size);
shm_map_ = std::make_shared<bi::mapped_region>(*shm_obj_, bi::read_write);
old_shm_maps_.push_back(shm_map_);
managed_buffer_ = std::make_unique<bi::managed_external_buffer>(
bi::open_only, shm_map_->get_address(), new_size);
managed_buffer_->grow(new_size - current_capacity_);
current_capacity_ = managed_buffer_->get_size();
*total_size_ = new_size;
}
catch (bi::interprocess_exception& ex) {
shm_obj_->truncate(*total_size_);
std::string error_message =
("Failed to create new mapped region for the grown shared memory "
"region '" +
shm_region_name_ + "'. " + ex.what());
throw PythonBackendException(error_message);
}
}
}
size_t
SharedMemoryManager::FreeMemory()
{
GrowIfNeeded(0);
return managed_buffer_->get_free_memory();
}
SharedMemoryManager::~SharedMemoryManager() noexcept(false)
{
if (delete_region_) {
bi::shared_memory_object::remove(shm_region_name_.c_str());
}
}
void
SharedMemoryManager::SetDeleteRegion(bool delete_region)
{
delete_region_ = delete_region;
}
}}} // namespace triton::backend::python