171 lines
3.6 KiB
Go
171 lines
3.6 KiB
Go
package meteo
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import (
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"encoding/csv"
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"fmt"
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"io"
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"strconv"
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"strings"
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"time"
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)
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func (mt *MeteoData) validate() error {
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if mt.MaxTemp > 60 {
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return ErrMaxTempOutOfRange
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}
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if mt.MinTemp < -20 {
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return ErrMinTempOutOfRange
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}
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if mt.Rainfall < 0 || mt.Rainfall > 80 {
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return ErrRainfallOutOfRange
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}
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if mt.Cloudiness < 0 || mt.Cloudiness > 100 {
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return ErrCloudinessOutOfRange
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}
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return nil
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}
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type FileIngest interface {
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Parse(io io.Reader, fs *FileStats) ([]MeteoData, []RejectedMeteoData, error)
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}
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type CSV struct{}
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var _ FileIngest = (*CSV)(nil)
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func (c *CSV) Parse(r io.Reader, fs *FileStats) ([]MeteoData, []RejectedMeteoData, error) {
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reader := csv.NewReader(r)
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reader.Comma = ';'
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reader.TrimLeadingSpace = true
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header, err := reader.Read()
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if err != nil {
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return nil, nil, fmt.Errorf("%w: %v", ErrReadingCSVHeader, err)
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}
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var meteoDataList []MeteoData
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var rejectedDataList []RejectedMeteoData
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for {
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row, err := reader.Read()
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if err == io.EOF {
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break
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}
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if err != nil {
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return nil, nil, fmt.Errorf("%w: %v", ErrReadingCSVRow, err)
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}
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if len(row) == 0 || (len(row) == 1 && row[0] == "") {
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continue
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}
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rowValue := strings.Join(row, ";")
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record := make(H)
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for i, value := range row {
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if i < len(header) {
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record[header[i]] = value
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}
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}
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meteoData, err := normalize(record)
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if err != nil {
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fs.RowsRejected++
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rejectedDataList = append(rejectedDataList, RejectedMeteoData{
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RowValue: rowValue,
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Reason: err.Error(),
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})
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continue
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}
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if err := meteoData.validate(); err != nil {
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fs.RowsRejected++
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rejectedDataList = append(rejectedDataList, RejectedMeteoData{
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RowValue: rowValue,
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Reason: err.Error(),
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})
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continue
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}
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meteoDataList = append(meteoDataList, *meteoData)
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fs.RowsInserted++
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}
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return meteoDataList, rejectedDataList, nil
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}
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func normalize(record H) (*MeteoData, error) {
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meteoData := &MeteoData{}
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if dateStr, ok := record["Fecha"].(string); ok {
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t, err := time.Parse("2006/01/02", dateStr)
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if err != nil {
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return nil, fmt.Errorf("%w: %v", ErrInvalidDateFormat, err)
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}
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meteoData.Timestamp = t
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} else {
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return nil, ErrMissingDateField
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}
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if location, ok := record["Ciudad"].(string); ok {
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meteoData.Location = location
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} else {
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return nil, ErrMissingCityField
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}
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if maxTempStr, ok := record["Temperatura Máxima (C)"].(string); ok {
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maxTemp, err := parseFloat(maxTempStr)
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if err != nil {
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return nil, fmt.Errorf("%w: %v", ErrInvalidMaxTemp, err)
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}
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meteoData.MaxTemp = maxTemp
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} else {
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return nil, ErrMissingMaxTempField
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}
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if minTempStr, ok := record["Temperatura Mínima (C)"].(string); ok {
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minTemp, err := parseFloat(minTempStr)
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if err != nil {
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return nil, fmt.Errorf("%w: %v", ErrInvalidMinTemp, err)
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}
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meteoData.MinTemp = minTemp
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} else {
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return nil, ErrMissingMinTempField
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}
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if rainfallStr, ok := record["Precipitación (mm)"].(string); ok {
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rainfall, err := parseFloat(rainfallStr)
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if err != nil {
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return nil, fmt.Errorf("%w: %v", ErrInvalidRainfall, err)
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}
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meteoData.Rainfall = rainfall
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} else {
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return nil, ErrMissingRainfallField
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}
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if cloudinessStr, ok := record["Nubosidad (%)"].(string); ok {
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cloudiness, err := parseFloat(cloudinessStr)
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if err != nil {
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return nil, fmt.Errorf("%w: %v", ErrInvalidCloudiness, err)
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}
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meteoData.Cloudiness = cloudiness
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} else {
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return nil, ErrMissingCloudinessField
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}
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return meteoData, nil
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}
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func parseFloat(s string) (float32, error) {
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s = strings.Replace(s, ",", ".", 1)
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f, err := strconv.ParseFloat(s, 32)
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if err != nil {
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return 0, err
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}
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return float32(f), nil
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}
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