* Copyright (c) Huawei Technologies Co., Ltd. 2024-2024. All rights reserved.
*
* 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 <iostream>
#include "yr/api/runtime_env.h"
#include "yr/yr.h"
int main(int argc, char **argv)
{
std::string pyFunctionUrn = "sn:cn:yrk:default:function:0-yr-mypython:$latest";
YR::Config conf;
YR::Init(conf, argc, argv);
YR::InvokeOptions opts;
YR::RuntimeEnv runtimeEnv;
runtimeEnv.Set<std::string>("conda", "pytorch_p39");
{
YR::RuntimeEnv runtimeEnv;
runtimeEnv.Set<std::map<std::string, std::string>>("env_vars",
{{"OMP_NUM_THREADS", "32"}, {"TF_WARNINGS", "none"}});
}
{
YR::RuntimeEnv env;
env.Set<std::vector<std::string>>("pip", {"numpy=2.3.0", "pandas"});
}
{
YR::RuntimeEnv env;
runtimeEnv.Set<std::string>("working_dir", "file:/opt/mycode/cpp-invoke-python/calculator.zip");
}
{
YR::RuntimeEnv env;
runtimeEnv.Set<std::string>("conda", "pytorch_p39");
}
{
runtimeEnv.Set<nlohmann::json>(
"conda", {{"name", "pytorch_p39"},
{"channels", {"conda-forge"}},
{"dependencies",
{"python=3.9", "matplotlib", "msgpack-python=1.0.5", "protobuf", "libgcc-ng", "numpy", "pandas",
"cloudpickle=2.0.0", "cython=3.0.10", "pyyaml=6.0.2"}}});
runtimeEnv.Set<std::map<std::string, std::string>>(
"env_vars", {{"OMP_NUM_THREADS", "32"}, {"TF_WARNINGS", "none"}, {"YR_CONDA_HOME", "/home/snuser/.conda"}});
}
{
YR::RuntimeEnv runtimeEnv;
* name: myenv3
* channels:
* - conda-forge
* - defaults
* dependencies:
* - python=3.9
* - numpy
* - pandas
* - cloudpickle=2.2.1
* - msgpack-python=1.0.5
* - protobuf
* - cython=3.0.10
* - pyyaml=6.0.2
*/
runtimeEnv.Set<std::string>("conda", "/opt/conda/env-xpf.yaml");
}
runtimeEnv.Set<std::map<std::string, std::string>>(
"env_vars", {{"OMP_NUM_THREADS", "32"}, {"TF_WARNINGS", "none"}, {"YR_CONDA_HOME", "/home/snuser/.conda"}});
opts.runtimeEnv = runtimeEnv;
auto resFutureSquare = YR::PyFunction<int>("calculator", "square").SetUrn(pyFunctionUrn).Options(opts).Invoke(2);
auto resSquare = *YR::Get(resFutureSquare);
std::cout << resSquare << std::endl;
return 0;
}