math-optim/stats/stats.go

// Copyright 2022 wanderer <a_mirre at utb dot cz>
// SPDX-License-Identifier: GPL-3.0-or-later

package stats

import (
	"encoding/json"
	"io/ioutil"
	"log"

	"git.dotya.ml/wanderer/math-optim/util"
)

// BenchRound holds the iteration couter value and Results of size 'maxFES'.
type BenchRound struct {
	Iteration int
	Results   []float64
}

type FuncStats struct {
	BenchName string
	Solution  []BenchRound
}

type Stats struct {
	Algo           string
	Dimens         int
	BenchFuncStats []FuncStats
	Iterations     int
	Generations    int
}

func GetFuncStats(funcName string, solution []BenchRound) FuncStats {
	f := FuncStats{
		BenchName: funcName,
		Solution:  solution,
	}

	return f
}

func GetStats(algo string, dimens int, benchFuncStats []FuncStats, iterations, generations int) Stats {
	s := Stats{
		Algo:           algo,
		Dimens:         dimens,
		BenchFuncStats: benchFuncStats,
		Iterations:     iterations,
		Generations:    generations,
	}

	return s
}

func SaveStats(stats []Stats, fName string) {
	prefix := "out/stats/"
	ext := ".json"

	// create required folders, bail early in case of an error.
	if err := util.CreatePath(prefix); err != nil {
		log.Fatalln("went to create stats dir, there was an issue: ", err)
	}

	if j, err := json.MarshalIndent(stats, "", "  "); err != nil {
		log.Fatal(err)
	} else {
		log.Println("saving json stats to:", prefix+fName+ext)

		if err = ioutil.WriteFile(prefix+fName+ext, j, 0o600); err != nil {
			log.Println("error saving stats to file:", err)
		}
	}
}