MeanField/experiments/experiment_main.cpp

#include <catch2/catch_session.hpp>
#include <catch2/reporters/catch_reporter_registrars.hpp>
#include <catch2/reporters/catch_reporter_streaming_base.hpp>

#include <CLI/CLI.hpp>
#include <fourdst/config/config.h>
#include <mfem.hpp>

#include <catch2/catch_test_case_info.hpp>
#include <fstream>
#include <iomanip>
#include <iostream>
#include <set>
#include <sstream>
#include <string>
#include <string_view>
#include <vector>

import mean_field;
import test_helpers;
import experiment;

using namespace experiment;

static std::string escape_csv(const std::string &value) {
    if (value.find_first_of(",\"\n") == std::string::npos) {
        return value;
    }

    std::string escaped{"\""};
    for (const char character : value) {
        if (character == '\"') {
            escaped += "\"\"";
        } else {
            escaped += character;
        }
    }
    escaped += '\"';
    return escaped;
}

static void write_experiment_csv() {
    int rank = 0;
    MPI_Comm_rank(MPI_COMM_WORLD, &rank);
    if (rank != 0) {
        return;
    }

    const std::vector<ExperimentResult> results = ExperimentRegistry::instance().results();
    std::set<std::string> parameter_names;
    std::set<std::string> metric_names;

    for (const ExperimentResult &result : results) {
        for (const auto &[name, value] : result.parameters) {
            parameter_names.insert(name);
        }
        for (const auto &[name, value] : result.metrics) {
            metric_names.insert(name);
        }
    }

    const std::string output_path = ExperimentRegistry::instance().output_path();
    std::ofstream output(output_path);
    if (!output) {
        std::cerr << "Unable to write experiment results to " << output_path << '\n';
        return;
    }

    output << "experiment,case";
    for (const std::string &name : parameter_names) {
        output << ',' << escape_csv(name);
    }
    for (const std::string &name : metric_names) {
        output << ',' << escape_csv(name);
    }
    output << '\n';

    output << std::setprecision(17);
    for (const ExperimentResult &result : results) {
        output << escape_csv(result.experiment_name) << ',' << escape_csv(result.case_name);
        for (const std::string &name : parameter_names) {
            const auto iterator = result.parameters.find(name);
            output << ',' << (iterator == result.parameters.end() ? "" : escape_csv(iterator->second));
        }
        for (const std::string &name : metric_names) {
            const auto iterator = result.metrics.find(name);
            output << ',';
            if (iterator != result.metrics.end()) {
                output << iterator->second;
            }
        }
        output << '\n';
    }

    std::cout << "Wrote " << results.size() << " experiment rows to " << output_path << '\n';
}

class ExperimentReporter final : public Catch::StreamingReporterBase {
public:
    using StreamingReporterBase::StreamingReporterBase;

    static std::string getDescription() {
        return "Compact console reporter that writes structured experiment measurements to CSV.";
    }

    void testCaseEnded(const Catch::TestCaseStats &statistics) override {
        StreamingReporterBase::testCaseEnded(statistics);
        const bool passed = statistics.totals.assertions.allPassed();
        std::cout << (passed ? "PASS " : "FAIL ") << statistics.testInfo->name << " ("
                  << statistics.totals.assertions.passed << " assertions)\n";
    }

    void testRunEnded(const Catch::TestRunStats &statistics) override {
        StreamingReporterBase::testRunEnded(statistics);
        write_experiment_csv();
    }
};

CATCH_REGISTER_REPORTER(
    "experiment",
    ExperimentReporter
)

int main(
    int argc,
    char *argv[]
) {
    fourdst::config::Config<mean_field::utils::Args> config;
    CLI::App app{"Mean Field accuracy experiments"};

    app.allow_extras();
    app.set_help_flag("--config-help", "Show mean-field configuration options");
    fourdst::config::register_as_cli(config, app);

    std::string output_path{"accuracy_budget.csv"};
    app.add_option("--experiment-output", output_path, "CSV path for structured measurements");

    std::vector<std::string> configuration_arguments{argv[0]};
    std::vector<std::string> catch_arguments_from_command_line;
    bool parsing_catch_arguments = false;

    for (int index = 1; index < argc; ++index) {
        if (std::string_view(argv[index]) == "--catch2") {
            parsing_catch_arguments = true;
            continue;
        }

        if (parsing_catch_arguments) {
            catch_arguments_from_command_line.emplace_back(argv[index]);
        } else {
            configuration_arguments.emplace_back(argv[index]);
        }
    }

    std::vector<const char *> configuration_argv;
    configuration_argv.reserve(configuration_arguments.size());
    for (const std::string &argument : configuration_arguments) {
        configuration_argv.push_back(argument.c_str());
    }

    try {
        app.parse(static_cast<int>(configuration_argv.size()), configuration_argv.data());
    } catch (const CLI::ParseError &error) {
        return app.exit(error);
    }

    std::vector<std::string> catch_arguments{argv[0]};
    for (const std::string &argument : app.remaining()) {
        catch_arguments.push_back(argument);
    }
    for (const std::string &argument : catch_arguments_from_command_line) {
        catch_arguments.push_back(argument);
    }

    bool has_reporter = false;
    for (const std::string &argument : catch_arguments) {
        has_reporter = has_reporter || argument == "-r" || argument == "--reporter" || argument.starts_with("-r=") ||
                       argument.starts_with("--reporter=");
    }
    if (!has_reporter) {
        catch_arguments.emplace_back("--reporter");
        catch_arguments.emplace_back("experiment");
    }

    std::vector<const char *> catch_argv;
    catch_argv.reserve(catch_arguments.size());
    for (const std::string &argument : catch_arguments) {
        catch_argv.push_back(argument.c_str());
    }

    Catch::Session session;
    if (const int parse_result = session.applyCommandLine(static_cast<int>(catch_argv.size()), catch_argv.data());
        parse_result != 0) {
        return parse_result;
    }

    mfem::Mpi::Init(argc, argv);
    mfem::Device device("cpu");

    mean_field::utils::Args args = config.main();
    if (app.count("--mesh_file") == 0) {
        args.mesh_file = "sandbox.smesh";
    }
    if (app.count("--p.rtol") == 0) {
        args.p.rtol = 1.0e-12;
    }
    if (app.count("--p.atol") == 0) {
        args.p.atol = 1.0e-12;
    }

    ExperimentRegistry::instance().set_output_path(output_path);
    test_utils::set_args(std::move(args));
    return session.run();
}