Program Listing for File data_loader.cpp

            

            
/*
* SPDX-FileCopyrightText: Copyright (c) 2021-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*
* 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.
*/

#include "morpheus/io/data_loader.hpp"

#include "morpheus/messages/control.hpp"

#include <glog/logging.h>

#include <exception>
#include <iostream>
#include <stdexcept>
#include <utility>

namespace {
void process_failures(const std::string& error_msg,
                      std::shared_ptr<morpheus::ControlMessage> message,
                      bool processes_failures_as_errors)
{
    if (processes_failures_as_errors)
    {
        throw std::runtime_error(error_msg);
    }
    message->set_metadata("cm_failed", "true");
    message->set_metadata("cm_failed_reason", error_msg);
}
}  // namespace

namespace morpheus {

Loader::Loader(nlohmann::json config) : m_config(std::move(config)) {}

nlohmann::json Loader::config() const
{
    return m_config;
}

std::shared_ptr<MessageMeta> Loader::payload(std::shared_ptr<ControlMessage> message)
{
    return std::move(message->payload());
}

std::shared_ptr<ControlMessage> Loader::load(std::shared_ptr<ControlMessage> message, nlohmann::json task)
{
    return std::move(message);
}

DataLoader::DataLoader(nlohmann::json config) : m_config(std::move(config)) {}

std::shared_ptr<ControlMessage> DataLoader::load(std::shared_ptr<ControlMessage> control_message)
{
    // If set to false, any exception thrown during the task is caught and the related fields in ControlMessage are set
    // to indicate the reason of that failure; Otherwise, the exception is thrown
    bool processes_failures_as_errors = false;
    if (!m_config.empty())
    {
        processes_failures_as_errors = m_config.value("processes_failures_as_errors", false);
    }

    while (control_message->has_task("load"))
    {
        auto task      = control_message->remove_task("load");
        auto loader_id = task["loader_id"];

        auto loader = m_loaders.find(loader_id.get<std::string>());
        if (loader != m_loaders.end())
        {
            VLOG(5) << "Loading data using loader: " << loader_id
                    << " for message: " << control_message->config().dump() << std::endl;
            try
            {
                loader->second->load(control_message, task);
            } catch (std::exception& e)
            {
                process_failures(e.what(), control_message, processes_failures_as_errors);
            } catch (...)
            {
                process_failures("Unknown error", control_message, processes_failures_as_errors);
            }
        }
        else
        {
            LOG(ERROR) << "Attempt to load using an unknown or unregistered data loader: " << loader_id << std::endl;
            throw std::runtime_error("Attempt to load using an unknown or unregistered data loader: " +
                                     loader_id.get<std::string>());
        }
    }

    return std::move(control_message);
}

void DataLoader::add_loader(const std::string& loader_id, std::shared_ptr<Loader> loader, bool overwrite)
{
    if (!overwrite and m_loaders.find(loader_id) != m_loaders.end())
    {
        throw std::runtime_error("Loader already registered with id: " + loader_id);
    }

    VLOG(2) << "Registering data loader: " << loader_id << std::endl;

    m_loaders[loader_id] = loader;
}

void DataLoader::remove_loader(const std::string& loader_id, bool throw_if_not_found)
{
    if (m_loaders.find(loader_id) == m_loaders.end())
    {
        if (throw_if_not_found)
        {
            throw std::runtime_error("Loader not registered with id: " + loader_id);
        }

        return;
    }

    VLOG(2) << "Removing data loader: " << loader_id << std::endl;

    m_loaders.erase(loader_id);
}
}  // namespace morpheus