ak9im/p3/data.go

package main

import (
	"encoding/csv"
	"errors"
	"io"
	"io/fs"
	"io/ioutil"
	"log"
	"os"
	"regexp"
	"strconv"
)

func readData(f *os.File) ([][]float64, error) {
	records := make([][]string, 0, 251)
	r := csv.NewReader(f)

	for {
		record, err := r.Read()

		if err == io.EOF {
			break
		}

		if err != nil {
			return nil, err
		}

		records = append(records, record)
	}

	data, err := parseRecords(records)
	if err != nil {
		return nil, err
	}

	return data, nil
}

func parseRecords(r [][]string) ([][]float64, error) {
	if len(r) == 0 {
		return nil, errors.New("ErrNoRecords")
	}

	// remove the header.
	r = r[1:]

	u := 0
	y := 1
	data := [][]float64{make([]float64, 0, len(r)), make([]float64, 0, len(r))}

	for _, uy := range r {
		fu, err := strconv.ParseFloat(uy[u], 64)
		if err != nil {
			return nil, err
		}

		fy, err := strconv.ParseFloat(uy[y], 64)
		if err != nil {
			return nil, err
		}

		data[u] = append(data[u], fu)
		data[y] = append(data[y], fy)
	}

	return data, nil
}

func readFile(s *string) ([][]float64, error) {
	f, err := os.Open(*s)
	if err != nil {
		return nil, err
	}

	defer f.Close()

	data, err := readData(f)
	if err != nil {
		return nil, err
	}

	return data, nil
}

// nolint: gocognit
func saveStuff(
	meanU, meanY,
	varianceU, varianceY,
	cov float64,
	autocorrelationU, autocorrelationY,
	mutCorrelationUY, mutCorrelationYU,
	errVals []float64,
	theta, thetaT [][]float64,
) error {
	fFnames := map[string]float64{
		"mean_u":        meanU,
		"mean_y":        meanY,
		"variance_u":    varianceU,
		"variance_y":    varianceY,
		"covariance_uy": cov,
	}
	sFnames := map[string][]float64{
		"autocorrelation_u":     autocorrelationU,
		"autocorrelation_y":     autocorrelationY,
		"mutual_correlation_uy": mutCorrelationUY,
		"mutual_correlation_yu": mutCorrelationYU,
		"estimate_error":        errVals,
	}
	smFnames := map[string][][]float64{
		"theta":  theta,
		"thetaT": theta,
	}
	prefix := "data/"
	suffix := ".txt"

	for k, v := range fFnames {
		f, err := os.Create(prefix + k + suffix)
		if err != nil {
			return err
		}

		defer f.Close()

		_, err = f.WriteString(strconv.FormatFloat(v, 'f', 64, 64))
		if err != nil {
			return err
		}
	}

	suffix = ".csv"

	for k, v := range sFnames {
		f, err := os.Create(prefix + k + suffix)
		if err != nil {
			return err
		}

		defer f.Close()

		w := csv.NewWriter(f)

		s := recordsFromFloat64Slice(v)

		err = w.WriteAll(s)
		if err != nil {
			return err
		}
	}

	for k, v := range smFnames {
		if k == "thetaT" {
			for i := range thetaT {
				th := theta[i]

				f, err := os.Create(prefix + k + "_p" + strconv.Itoa(i) + suffix)
				if err != nil {
					return err
				}

				defer f.Close()

				w := csv.NewWriter(f)

				s := recordsFromFloat64Slice(th)

				err = w.WriteAll(s)
				if err != nil {
					return err
				}
			}
		}

		f, err := os.Create(prefix + k + suffix)
		if err != nil {
			return err
		}

		w := csv.NewWriter(f)

		s := recordsFromSliceFloat64Slice(v)

		err = w.WriteAll(s)
		if err != nil {
			return err
		}

		// since we need the file soon, close it now.
		err = f.Close()
		if err != nil {
			return err
		}

		{
			reread, err := ioutil.ReadFile(prefix + k + suffix)
			if err != nil {
				if errors.Is(err, fs.ErrNotExist) {
					log.Println("haha")
				}

				return err
			}

			// remove double quotes.
			cleared := regexp.MustCompile(`("?;"|";"?)|"`).ReplaceAll(reread, []byte("${1}"))

			if err = ioutil.WriteFile(prefix+k+suffix, cleared, 0o600); err != nil {
				return err
			}
		}
	}

	return nil
}

func recordsFromFloat64Slice(f []float64) [][]string {
	s := make([][]string, 0, len(f))

	for i := range f {
		tmp := strconv.FormatFloat(f[i], 'f', 64, 64)

		s = append(s, []string{tmp})
	}

	return s
}

func recordsFromSliceFloat64Slice(f [][]float64) [][]string {
	s := make([][]string, 0, len(f))

	for i := range f {
		row := ""

		for j := range f[i] {
			tmp := strconv.FormatFloat(f[i][j], 'f', 64, 64)
			if j == 0 {
				row += tmp
			} else {
				row += ", " + tmp
			}
		}

		s = append(s, []string{row})
	}

	return s
}