I have a program that generates graphs using different multi-level models. Each multi-level model consists of a generation of a smaller seed graph (say, 50 nodes) which can be created from several models (for example - for each possible edge, choose to include it with probability p).
After the seed graph generation, the graph is expanded into a larger one (say 1000 nodes), using one of another set of models.
In each of the two stages, each model require a different number of parameters.
I would like to be have program_options parse the different possible parameters, according to the names of the models.
For example, say I have two seed graphs models: SA, which has 1 parameters, and SB, which has two. Also for the expansion part, I have two models: A and B, again with 1 and 2 parameters, respectively. I would like to be able do something like:
./graph_generator --seed=SA 0.1 --expansion=A 0.2
./graph_generator --seed=SB 0.1 3 --expansion=A 0.2
./graph_generator --seed=SA 0.1 --expansion=B 10 20
./graph_generator --seed=SB 0.1 3 --expansion=B 10 20
and have the parameters parsed correctly. Is that even possible?
By using a custom validator and boost::program_options::value::multitoken, you can achieve the desired result:
#include <iostream>
#include <boost/lexical_cast.hpp>
#include <boost/optional.hpp>
#include <boost/program_options.hpp>
// Holds parameters for seed/expansion model
struct Model
{
std::string type;
boost::optional<float> param1;
boost::optional<float> param2;
};
// Called by program_options to parse a set of Model arguments
void validate(boost::any& v, const std::vector<std::string>& values,
Model*, int)
{
Model model;
// Extract tokens from values string vector and populate Model struct.
if (values.size() == 0)
{
throw boost::program_options::validation_error(
"Invalid model specification");
}
model.type = values.at(0); // Should validate for A/B
if (values.size() >= 2)
model.param1 = boost::lexical_cast<float>(values.at(1));
if (values.size() >= 3)
model.param2 = boost::lexical_cast<float>(values.at(2));
v = model;
}
int main(int argc, char* argv[])
{
Model seedModel, expansionModel;
namespace po = boost::program_options;
po::options_description options("Generic options");
options.add_options()
("seed",
po::value<Model>(&seedModel)->multitoken(),
"seed graph model")
("expansion",
po::value<Model>(&expansionModel)->multitoken(),
"expansion model")
;
po::variables_map vm;
po::store(po::parse_command_line(argc, argv, options), vm);
po::notify(vm);
std::cout << "Seed type: " << seedModel.type << "\n";
if (seedModel.param1)
std::cout << "Seed param1: " << *(seedModel.param1) << "\n";
if (seedModel.param2)
std::cout << "Seed param2: " << *(seedModel.param2) << "\n";
std::cout << "Expansion type: " << expansionModel.type << "\n";
if (expansionModel.param1)
std::cout << "Expansion param1: " << *(expansionModel.param1) << "\n";
if (expansionModel.param2)
std::cout << "Expansion param2: " << *(expansionModel.param2) << "\n";
return 0;
}
The validate
function probably needs more rigor, but you get the idea.
This compiles and works for me.