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simple_http_model_control.cc
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// Copyright (c) 2020-2021, NVIDIA CORPORATION. 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 <unistd.h>
#include <iostream>
#include <string>
#include "http_client.h"
#include "json_utils.h"
namespace tc = triton::client;
#define FAIL_IF_ERR(X, MSG) \
{ \
tc::Error err = (X); \
if (!err.IsOk()) { \
std::cerr << "error: " << (MSG) << ": " << err << std::endl; \
exit(1); \
} \
}
namespace {
void
Usage(char** argv, const std::string& msg = std::string())
{
if (!msg.empty()) {
std::cerr << "error: " << msg << std::endl;
}
std::cerr << "Usage: " << argv[0] << " [options]" << std::endl;
std::cerr << "\t-v" << std::endl;
std::cerr << "\t-u <URL for inference service>" << std::endl;
std::cerr << "\t-H <HTTP header>" << std::endl;
std::cerr << std::endl;
std::cerr
<< "For -H, header must be 'Header:Value'. May be given multiple times."
<< std::endl;
exit(1);
}
} // namespace
int
main(int argc, char** argv)
{
bool verbose = false;
std::string url("localhost:8000");
tc::Headers http_headers;
// Parse commandline...
int opt;
while ((opt = getopt(argc, argv, "vu:H:")) != -1) {
switch (opt) {
case 'v':
verbose = true;
break;
case 'u':
url = optarg;
break;
case 'H': {
std::string arg = optarg;
std::string header = arg.substr(0, arg.find(":"));
http_headers[header] = arg.substr(header.size() + 1);
break;
}
case '?':
Usage(argv);
break;
}
}
std::string model_name = "simple";
// Create a InferenceServerHttpClient instance to communicate with the
// server using http protocol.
std::unique_ptr<tc::InferenceServerHttpClient> client;
FAIL_IF_ERR(
tc::InferenceServerHttpClient::Create(&client, url, verbose),
"unable to create http client");
{
std::string repository_index;
FAIL_IF_ERR(
client->ModelRepositoryIndex(&repository_index, http_headers),
"Failed to get repository index");
rapidjson::Document repository_index_json;
FAIL_IF_ERR(
tc::ParseJson(&repository_index_json, repository_index),
"failed to parse model config");
if (repository_index_json.Size() != 7) {
std::cerr << "expected number of models 7, got "
<< repository_index_json.Size() << std::endl;
exit(1);
}
}
FAIL_IF_ERR(
client->LoadModel(model_name, http_headers), "Failed to load model");
bool model_ready;
FAIL_IF_ERR(
client->IsModelReady(&model_ready, model_name),
"unable to get model readiness");
if (!model_ready) {
std::cerr << "error: model " << model_name << " is not live" << std::endl;
exit(1);
}
FAIL_IF_ERR(
client->UnloadModel(model_name, http_headers), "Failed to unload model");
FAIL_IF_ERR(
client->IsModelReady(&model_ready, model_name),
"unable to get model readiness");
if (model_ready) {
std::cerr << "error: model " << model_name << " is live after unloading"
<< std::endl;
exit(1);
}
tc::Error err = client->LoadModel("wrong_model_name", http_headers);
if (err.IsOk()) {
std::cerr << "error: wrong model name was successfully loaded" << std::endl;
}
return 0;
}