Geografic-Information-System/scripts/i.spectral/i.spectral.py

#!/usr/bin/env python

############################################################################
#
# MODULE:       i.spectral
# AUTHOR(S):    Markus Neteler, 18. August 1998
#               Converted to Python by Glynn Clements
# PURPOSE:      Displays spectral response at user specified locations in
#               group or raster images
# COPYRIGHT:    (C) 1999-2013 by the GRASS Development Team
#
#               This program is free software under the GNU General Public
#               License (>=v2). Read the file COPYING that comes with GRASS
#               for details.
#
#############################################################################
#
#  this script needs gnuplot for pretty rendering
#  TODO: use PyPlot like the wxGUI Profiling tool
#
# written by Markus Neteler 18. August 1998
#            neteler geog.uni-hannover.de
#
# bugfix: 25. Nov.98/20. Jan. 1999
# 3 March 2006: Added multiple images and group support by Francesco Pirotti - CIRGEO
#

#%Module
#% description: Displays spectral response at user specified locations in group or images.
#% keyword: imagery
#% keyword: querying
#% keyword: raster
#% keyword: multispectral
#%End
#%option G_OPT_I_GROUP
#% required : no
#% guisection: Input
#%end
#%option G_OPT_I_SUBGROUP
#% required : no
#% guisection: Input
#%end
#%option G_OPT_R_INPUTS
#% key: raster
#% required : no
#% guisection: Input
#%end
#%option G_OPT_M_COORDS
#% multiple: yes
#% required: yes
#% guisection: Input
#%end
#%option G_OPT_F_OUTPUT
#% key: output
#% description: Name for output image (or text file for -t)
#% guisection: Output
#% required : no
#%end
#%Option
#% key: format
#% type: string
#% description: Graphics format for output file
#% options: png,eps,svg
#% answer: png
#% multiple: no
#% guisection: Output
#%End
#%flag
#% key: c
#% description: Show sampling coordinates instead of numbering in the legend
#%end
#% flag
#% key: g
#% description: Use gnuplot for display
#%end
#% flag
#% key: t
#% description: output to text file
#%end

import os
import atexit
from grass.script.utils import try_rmdir
from grass.script import core as gcore

# i18N
import gettext
gettext.install('grassmods', os.path.join(os.getenv("GISBASE"), 'locale'))


def cleanup():
    try_rmdir(tmp_dir)


def write2textf(what, output):
    outf = open(output, 'w')
    i = 0
    for row in enumerate(what):
        i = i + 1
        outf.write("%d, %s\n" % (i, row))
    outf.close()


def draw_gnuplot(what, xlabels, output, img_format, coord_legend):
    xrange = 0

    for i, row in enumerate(what):
        outfile = os.path.join(tmp_dir, 'data_%d' % i)
        outf = open(outfile, 'w')
        xrange = max(xrange, len(row) - 2)
        for j, val in enumerate(row[3:]):
            outf.write("%d %s\n" % (j + 1, val))
        outf.close()

    # build gnuplot script
    lines = []
    if output:
        if img_format == 'png':
            term_opts = "png truecolor large size 825,550"
        elif img_format == 'eps':
            term_opts = "postscript eps color solid size 6,4"
        elif img_format == 'svg':
            term_opts = "svg size 825,550 dynamic solid"
        else:
            gcore.fatal(_("Programmer error (%s)") % img_format)

        lines += [
            "set term " + term_opts,
            "set output '%s'" % output
        ]

    lines += [
        "set xtics (%s)" % xlabels,
        "set grid",
        "set title 'Spectral signatures'",
        "set xrange [0.5 : %d - 0.5]" % xrange,
        "set noclabel",
        "set xlabel 'Bands'",
        "set xtics rotate by -40",
        "set ylabel 'DN Value'",
        "set style data lines"
    ]

    cmd = []
    for i, row in enumerate(what):
        if not coord_legend:
            title = 'Pick ' + str(i + 1)
        else:
            title = str(tuple(row[0:2]))

        x_datafile = os.path.join(tmp_dir, 'data_%d' % i)
        cmd.append(" '%s' title '%s'" % (x_datafile, title))

    cmd = ','.join(cmd)
    cmd = ' '.join(['plot', cmd, "with linespoints pt 779"])
    lines.append(cmd)

    plotfile = os.path.join(tmp_dir, 'spectrum.gnuplot')
    plotf = open(plotfile, 'w')
    for line in lines:
        plotf.write(line + '\n')
    plotf.close()

    if output:
        gcore.call(['gnuplot', plotfile])
    else:
        gcore.call(['gnuplot', '-persist', plotfile])


def draw_linegraph(what):
    yfiles = []

    xfile = os.path.join(tmp_dir, 'data_x')

    xf = open(xfile, 'w')
    for j, val in enumerate(what[0][3:]):
        xf.write("%d\n" % (j + 1))
    xf.close()

    for i, row in enumerate(what):
        yfile = os.path.join(tmp_dir, 'data_y_%d' % i)
        yf = open(yfile, 'w')
        for j, val in enumerate(row[3:]):
            yf.write("%s\n" % val)
        yf.close()
        yfiles.append(yfile)

    sienna = '#%02x%02x%02x' % (160, 82, 45)
    coral = '#%02x%02x%02x' % (255, 127, 80)
    gp_colors = ['red', 'green', 'blue', 'magenta', 'cyan', sienna, 'orange',
                 coral]

    colors = gp_colors
    while len(what) > len(colors):
        colors += gp_colors
    colors = colors[0:len(what)]

    gcore.run_command('d.linegraph', x_file=xfile, y_file=yfiles,
                      y_color=colors, title=_("Spectral signatures"),
                      x_title=_("Bands"), y_title=_("DN Value"))


def main():
    group = options['group']
    subgroup = options['subgroup']
    raster = options['raster']
    output = options['output']
    coords = options['coordinates']
    img_fmt = options['format']
    coord_legend = flags['c']
    gnuplot = flags['g']
    textfile = flags['t']

    global tmp_dir
    tmp_dir = gcore.tempdir()

    if not group and not raster:
        gcore.fatal(_("Either group= or raster= is required"))

    if group and raster:
        gcore.fatal(_("group= and raster= are mutually exclusive"))

    # -t needs an output filename
    if textfile and not output:
        gcore.fatal(_("Writing to text file requires output=filename"))

    # check if gnuplot is present
    if gnuplot and not gcore.find_program('gnuplot', '-V'):
        gcore.fatal(_("gnuplot required, please install first"))

    # get data from group listing and set the x-axis labels
    if group:
        # Parse the group list output
        if subgroup:
            s = gcore.read_command('i.group', flags='g', group=group, subgroup=subgroup, quiet=True)
        else:
            s = gcore.read_command('i.group', flags='g', group=group, quiet=True)
        rastermaps = s.splitlines()
    else:
        # get data from list of files and set the x-axis labels
        rastermaps = raster.split(',')

    xlabels = ["'%s' %d" % (n, i + 1) for i, n in enumerate(rastermaps)]
    xlabels = ','.join(xlabels)

    # get y-data for gnuplot-data file
    what = []
    s = gcore.read_command('r.what', map=rastermaps, coordinates=coords,
                           null='0', quiet=True)
    if len(s) == 0:
        gcore.fatal(_('No data returned from query'))

    for l in s.splitlines():
        f = l.split('|')
        for i, v in enumerate(f):
            if v in ['', '*']:
                f[i] = 0
            else:
                f[i] = float(v)
        what.append(f)

    # build data files
    if gnuplot:
        draw_gnuplot(what, xlabels, output, img_fmt, coord_legend)
    elif textfile:
        write2textf(what, output)
    else:
        draw_linegraph(what)

if __name__ == "__main__":
    options, flags = gcore.parser()
    atexit.register(cleanup)
    main()