view pkg/mesh/classbreaks.go @ 5718:3d497077f888 uploadwg

Implemented direct file upload as alternative import method for WG. For testing and data corrections it is useful to be able to import waterway gauges data directly by uploading a xml file.
author Sascha Wilde <wilde@sha-bang.de>
date Thu, 18 Apr 2024 19:23:19 +0200
parents 1222b777f51f
children
line wrap: on
line source

// This is Free Software under GNU Affero General Public License v >= 3.0
// without warranty, see README.md and license for details.
//
// SPDX-License-Identifier: AGPL-3.0-or-later
// License-Filename: LICENSES/AGPL-3.0.txt
//
// Copyright (C) 2019 by via donau
//   – Österreichische Wasserstraßen-Gesellschaft mbH
// Software engineering by Intevation GmbH
//
// Author(s):
//  * Sascha L. Teichmann <sascha.teichmann@intevation.de>

package mesh

import (
	"context"
	"database/sql"
	"errors"
	"math"
	"sort"
	"strconv"
	"strings"

	"gemma.intevation.de/gemma/pkg/common"
)

const (
	selectClassBreaksSQL = `
SELECT config_val FROM sys_admin.system_config
WHERE config_key = $1`
)

// ClassBreaks represents borders between scalar classes.
type ClassBreaks []float64

// SampleDiffHeights generate a gradient from min to max with a
// given step width.
func SampleDiffHeights(min, max, step float64) ClassBreaks {
	var heights ClassBreaks
	switch {
	case min >= 0: // All values positive.
		for v := 0.0; v <= max; v += step {
			if v >= min {
				heights = append(heights, v)
			}
		}
	case max <= 0: // All values negative.
		for v := 0.0; v >= min; v -= step {
			if v <= max {
				heights = append(heights, v)
			}
		}
	default: // Positive and negative.
		for v := step; v <= max; v += step {
			heights = append(heights, v)
		}
		for i, j := 0, len(heights)-1; i < j; i, j = i+1, j-1 {
			heights[i], heights[j] = heights[j], heights[i]
		}
		for v := 0.0; v >= min; v -= step {
			heights = append(heights, v)
		}
	}
	return heights
}

// ParseClassBreaks deserialized class breaks from a
// given string. key/value pairs a separated with
// ','. Key and values are separated by ':'.
func ParseClassBreaks(config string) (ClassBreaks, error) {

	parts := strings.Split(config, ",")
	classes := make(ClassBreaks, 0, len(parts))
	for _, part := range parts {
		if idx := strings.IndexRune(part, ':'); idx >= 0 {
			part = part[:idx]
		}
		if part = strings.TrimSpace(part); part == "" {
			continue
		}
		v, err := strconv.ParseFloat(part, 64)
		if err != nil {
			return nil, err
		}
		classes = append(classes, v)
	}

	sort.Float64s(classes)
	return classes, nil
}

// LoadClassBreaks loads a class break from the database.
// The given key identifies the dataset.
func LoadClassBreaks(ctx context.Context, tx *sql.Tx, key string) (ClassBreaks, error) {

	var config sql.NullString

	err := tx.QueryRowContext(ctx, selectClassBreaksSQL, key).Scan(&config)

	switch {
	case err == sql.ErrNoRows:
		return nil, nil
	case err != nil:
		return nil, err
	case !config.Valid:
		return nil, errors.New("invalid config string")
	}

	return ParseClassBreaks(config.String)
}

func round(v float64) float64 {
	return math.Round(v*10000) / 10000
}

// ExtrapolateClassBreaks extends the given
// classbreaks (as a copy) from min to max.
// The border class sizes are used to extrapolate
// step sizes.
func (cbs ClassBreaks) ExtrapolateClassBreaks(min, max float64) ClassBreaks {
	if min > max {
		min, max = max, min
	}

	n := make(ClassBreaks, len(cbs))
	copy(n, cbs)
	sort.Float64s(n)

	for len(n) > 0 && n[0] < min {
		n = n[1:]
	}

	if len(n) == 0 {
		return n
	}

	for len(n) > 0 && n[len(n)-1] > max {
		n = n[:len(n)-1]
	}

	if len(n) == 0 {
		return n
	}

	for min < n[0] {
		diff := n[1] - n[0]
		if diff == 0 {
			break
		}
		m := make([]float64, len(n)+1)
		m[0] = round(n[0] - diff)
		copy(m[1:], n)
		n = m
	}

	for max > n[len(n)-1] {
		diff := n[len(n)-1] - n[len(n)-2]
		if diff == 0 {
			break
		}
		n = append(n, round(n[len(n)-1]+diff))
	}

	return n
}

// Dedup removes duplicates from the class breaks.
func (cbs ClassBreaks) Dedup() ClassBreaks {
	return ClassBreaks(common.DedupFloat64s(cbs))
}

// Classify associates a class to all points of
// a given multi points and returns a slice of
// multi points containing the points that are
// in the respective class.
func (cbs ClassBreaks) Classify(points MultiPointZ) []MultiPointZ {
	if len(cbs) == 0 {
		return nil
	}
	classes := make([]MultiPointZ, len(cbs))
	for _, v := range points {
		// Place in last class if greater than all.
		idx := len(cbs) - 1
		for i, cb := range cbs {
			if v.Z <= cb {
				idx = i
				break
			}
		}
		classes[idx] = append(classes[idx], v)
	}
	return classes
}