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"""
@package wxplot.histogram
@brief Histogramming using PyPlot
Classes:
- histogram::HistogramPlotFrame
- histogram::HistogramPlotToolbar
(C) 2011-2013 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.
@author Michael Barton, Arizona State University
"""
import sys
import wx
import grass.script as grass
import wx.lib.plot as plot
from gui_core.wrap import StockCursor
from gui_core.toolbars import BaseToolbar, BaseIcons
from wxplot.base import BasePlotFrame, PlotIcons
from wxplot.dialogs import HistRasterDialog, PlotStatsFrame
from core.gcmd import RunCommand, GException, GError
class HistogramPlotFrame(BasePlotFrame):
"""Mainframe for displaying histogram of raster map. Uses wx.lib.plot."""
def __init__(
self,
parent,
giface,
id=wx.ID_ANY,
style=wx.DEFAULT_FRAME_STYLE,
size=wx.Size(700, 400),
rasterList=[],
**kwargs,
):
BasePlotFrame.__init__(self, parent, giface=giface, size=size, **kwargs)
self.toolbar = HistogramPlotToolbar(parent=self)
# workaround for http://trac.wxwidgets.org/ticket/13888
if sys.platform != "darwin":
self.SetToolBar(self.toolbar)
self.SetTitle(_("Histogram Tool"))
#
# Init variables
#
self.rasterList = rasterList
self.plottype = "histogram"
self.group = ""
self.ptitle = _("Histogram of") # title of window
self.xlabel = _("Raster cell values") # default X-axis label
self.ylabel = _("Cell counts") # default Y-axis label
self.maptype = "raster" # default type of histogram to plot
self.histtype = "count"
self.bins = 255
self.colorList = [
"blue",
"green",
"red",
"yellow",
"magenta",
"cyan",
"aqua",
"black",
"grey",
"orange",
"brown",
"purple",
"violet",
"indigo",
]
self._initOpts()
if (
len(self.rasterList) > 0
): # set raster name(s) from layer manager if a map is selected
self.raster = self.InitRasterOpts(self.rasterList, self.plottype)
wx.CallAfter(self.OnCreateHist, None)
else:
self.raster = {}
def _initOpts(self):
"""Initialize plot options"""
self.InitPlotOpts("histogram")
def OnCreateHist(self, event):
"""Main routine for creating a histogram. Uses r.stats to
create a list of cell value and count/percent/area pairs. This is passed to
plot to create a line graph of the histogram.
"""
try:
self.SetCursor(StockCursor(wx.CURSOR_ARROW))
except:
pass
self.SetGraphStyle()
wx.BeginBusyCursor()
wx.SafeYield()
self.SetupHistogram()
p = self.CreatePlotList()
self.DrawPlot(p)
wx.EndBusyCursor()
def OnSelectRaster(self, event):
"""Select raster map(s) to profile"""
dlg = HistRasterDialog(parent=self)
if dlg.ShowModal() == wx.ID_OK:
self.rasterList = dlg.rasterList
self.group = dlg.group
self.bins = dlg.bins
self.histtype = dlg.histtype
self.maptype = dlg.maptype
self.raster = self.InitRasterOpts(self.rasterList, self.plottype)
# plot histogram
if len(self.rasterList) > 0:
self.OnCreateHist(event=None)
dlg.Destroy()
def SetupHistogram(self):
"""Build data list for plotting each raster"""
#
# populate raster dictionary
#
if len(self.rasterList) == 0:
return # nothing selected
for r in self.rasterList:
self.raster[r]["datalist"] = self.CreateDatalist(r)
#
# update title
#
if self.maptype == "group":
self.ptitle = _("Histogram of image group <%s>") % self.group
else:
if len(self.rasterList) == 1:
self.ptitle = _("Histogram of raster map <%s>") % self.rasterList[0]
else:
self.ptitle = _("Histogram of selected raster maps")
#
# set xlabel based on first raster map in list to be histogrammed
#
units = self.raster[self.rasterList[0]]["units"]
if units != "" and units != "(none)" and units is not None:
self.xlabel = _("Raster cell values %s") % units
else:
self.xlabel = _("Raster cell values")
#
# set ylabel from self.histtype
#
if self.histtype == "count":
self.ylabel = _("Cell counts")
if self.histtype == "percent":
self.ylabel = _("Percent of total cells")
if self.histtype == "area":
self.ylabel = _("Area")
def CreateDatalist(self, raster):
"""Build a list of cell value, frequency pairs for histogram
frequency can be in cell counts, percents, or area
"""
datalist = []
if self.histtype == "count":
freqflag = "cn"
if self.histtype == "percent":
freqflag = "pn"
if self.histtype == "area":
freqflag = "an"
try:
ret = RunCommand(
"r.stats",
parent=self,
input=raster,
flags=freqflag,
nsteps=self.bins,
sep=",",
quiet=True,
read=True,
)
if not ret:
return datalist
for line in ret.splitlines():
cellval, histval = line.strip().split(",")
histval = histval.strip()
if self.raster[raster]["datatype"] != "CELL":
if cellval[0] == "-":
cellval = "-" + cellval.split("-")[1]
else:
cellval = cellval.split("-")[0]
if self.histtype == "percent":
histval = histval.rstrip("%")
datalist.append((cellval, histval))
return datalist
except GException as e:
GError(parent=self, message=e.value)
return None
def CreatePlotList(self):
"""Make list of elements to plot"""
# graph the cell value, frequency pairs for the histogram
self.plotlist = []
for r in self.rasterList:
if len(self.raster[r]["datalist"]) > 0:
col = wx.Colour(
self.raster[r]["pcolor"][0],
self.raster[r]["pcolor"][1],
self.raster[r]["pcolor"][2],
255,
)
self.raster[r]["pline"] = plot.PolyLine(
self.raster[r]["datalist"],
colour=col,
width=self.raster[r]["pwidth"],
style=self.linestyledict[self.raster[r]["pstyle"]],
legend=self.raster[r]["plegend"],
)
self.plotlist.append(self.raster[r]["pline"])
if len(self.plotlist) > 0:
return self.plotlist
else:
return None
def Update(self):
"""Update histogram after changing options"""
self.SetGraphStyle()
p = self.CreatePlotList()
self.DrawPlot(p)
def OnStats(self, event):
"""Displays regression information in messagebox"""
message = []
title = _("Statistics for Map(s) Histogrammed")
for rast in self.rasterList:
ret = grass.read_command("r.univar", map=rast, flags="e", quiet=True)
stats = _("Statistics for raster map <%s>") % rast + ":\n%s\n" % ret
message.append(stats)
stats = PlotStatsFrame(self, id=wx.ID_ANY, message=message, title=title)
if stats.Show() == wx.ID_CLOSE:
stats.Destroy()
class HistogramPlotToolbar(BaseToolbar):
"""Toolbar for histogramming raster map"""
def __init__(self, parent):
BaseToolbar.__init__(self, parent)
# workaround for http://trac.wxwidgets.org/ticket/13888
if sys.platform == "darwin":
parent.SetToolBar(self)
self.InitToolbar(self._toolbarData())
# realize the toolbar
self.Realize()
def _toolbarData(self):
"""Toolbar data"""
return self._getToolbarData(
(
(
("addraster", BaseIcons["addRast"].label),
BaseIcons["addRast"],
self.parent.OnSelectRaster,
),
(None,),
(
("draw", PlotIcons["draw"].label),
PlotIcons["draw"],
self.parent.OnCreateHist,
),
(
("erase", BaseIcons["erase"].label),
BaseIcons["erase"],
self.parent.OnErase,
),
(
("drag", BaseIcons["pan"].label),
BaseIcons["pan"],
self.parent.OnDrag,
),
(
("zoom", BaseIcons["zoomIn"].label),
BaseIcons["zoomIn"],
self.parent.OnZoom,
),
(
("unzoom", BaseIcons["zoomExtent"].label),
BaseIcons["zoomExtent"],
self.parent.OnRedraw,
),
(None,),
(
("statistics", PlotIcons["statistics"].label),
PlotIcons["statistics"],
self.parent.OnStats,
),
(
("image", BaseIcons["saveFile"].label),
BaseIcons["saveFile"],
self.parent.SaveToFile,
),
(
("print", BaseIcons["print"].label),
BaseIcons["print"],
self.parent.PrintMenu,
),
(None,),
(
("settings", PlotIcons["options"].label),
PlotIcons["options"],
self.parent.PlotOptionsMenu,
),
(
("quit", PlotIcons["quit"].label),
PlotIcons["quit"],
self.parent.OnQuit,
),
)
)
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