Files
weewx/weeplot/genplot.py
2009-11-02 16:36:02 +00:00

385 lines
15 KiB
Python

#
# Copyright (c) 2009 Tom Keffer <tkeffer@gmail.com>
#
# See the file LICENSE.txt for your full rights.
#
# Revision: $Rev$
# Author: $Author$
# Date: $Date$
#
"""Routines for generating image plots.
"""
import time
import Image
import ImageDraw
import ImageFont
import weeplot
import weeplot.utilities
import weeutil.weeutil
class GeneralPlot(object):
"""Holds various parameters necessary for a plot. It should be specialized by the type of plot.
"""
def __init__(self, config_dict):
"""Initialize an instance of GeneralPlot.
config_dict: an instance of ConfigObj, or something that looks like it.
"""
self.line_list = []
self.xscale = None
self.yscale = None
self.lmargin = 30
self.rmargin = 30
self.bmargin = 30
self.tmargin = 20
self.tbandht = 12
self.padding = 3
self.image_width = int(config_dict.get('image_width', 300))
self.image_height = int(config_dict.get('image_height', 180))
self.image_background_color = int(config_dict.get('image_background_color', 0xf5f5f5), 0)
self.chart_background_color = int(config_dict.get('chart_background_color', 0xd8d8d8), 0)
self.chart_gridline_color = int(config_dict.get('chart_gridline_color', 0xa0a0a0), 0)
color_list = config_dict.get('chart_line_colors', [0xff0000, 0x00ff00, 0x0000ff])
width_list = config_dict.get('chart_line_width', [1, 1, 1])
self.chart_line_colors = [int(v,0) for v in color_list]
self.chart_line_widths = [int(v) for v in width_list]
self.top_label_font_path = config_dict.get('top_label_font_path')
self.top_label_font_size = int(config_dict.get('top_label_font_size', 10))
self.unit_label_font_path = config_dict.get('unit_label_font_path')
self.unit_label_font_color = int(config_dict.get('unit_label_font_color', 0x000000), 0)
self.unit_label_font_size = int(config_dict.get('unit_label_font_size', 10))
self.bottom_label_font_path = config_dict.get('bottom_label_font_path')
self.bottom_label_font_color= int(config_dict.get('bottom_label_font_color', 0x000000), 0)
self.bottom_label_font_size = int(config_dict.get('bottom_label_font_size', 10))
self.axis_label_font_path = config_dict.get('axis_label_font_path')
self.axis_label_font_color = int(config_dict.get('axis_label_font_color', 0x000000), 0)
self.axis_label_font_size = int(config_dict.get('axis_label_font_size', 10))
self.x_label_format = config_dict.get('x_label_format', None)
self.y_label_format = config_dict.get('y_label_format', None)
def setBottomLabel(self, bottom_label):
"""Set the label to be put at the bottom of the plot.
"""
self.bottom_label = bottom_label
def setUnitLabel(self, unit_label):
"""Set the label to be used to show the units of the plot.
"""
self.unit_label = unit_label
def setXScaling(self, xscale):
"""Set the X scaling.
xscale: A 3-way tuple (xmin, xmax, xinc)
returns: The old scaling
"""
old = self.xscale
self.xscale = xscale
return old
def setYScaling(self, yscale):
"""Set the Y scaling.
yscale: A 3-way tuple (ymin, ymax, yinc)
returns: The old scaling
"""
old = self.yscale
self.yscale = yscale
return old
def addLine(self, line):
"""Add a line to be plotted.
line: an instance of PlotLine
"""
if line.x.count(None) != 0 :
raise weeplot.ViolatedPrecondition, "X vector cannot have any values 'None' "
self.line_list.append(line)
def render(self):
"""Traverses the universe of things that have to be plotted in this image, rendering
them and returning the results as a new Image object.
"""
# NB: In what follows the variable 'draw' is an instance of an ImageDraw object and is in pixel units.
# The variable 'sdraw' is an instance of ScaledDraw and its units are in the "scaled" units of the plot
# (e.g., the horizontal scaling might be for seconds, the vertical for degrees Fahrenheit.)
image = Image.new("RGB", (self.image_width, self.image_height), self.image_background_color)
draw = self._getImageDraw(image)
draw.rectangle(((self.lmargin,self.tmargin),
(self.image_width - self.rmargin, self.image_height - self.bmargin)),
fill=self.chart_background_color)
self._renderBottom(draw)
self._renderTopBand(draw)
self._calcXScaling()
self._calcYScaling()
self._calcXLabelFormat()
self._calcYLabelFormat()
sdraw = self._getScaledDraw(draw)
self._renderXAxes(sdraw)
self._renderYAxes(sdraw)
self._renderPlotLines(sdraw)
return image
def _getImageDraw(self, image):
"""Returns an instance of ImageDraw with the proper dimensions and background color"""
draw = ImageDraw.Draw(image)
return draw
def _getScaledDraw(self, draw):
"""Returns an instance of ScaledDraw, with the appropriate scaling.
draw: An instance of ImageDraw
"""
sdraw = weeplot.utilities.ScaledDraw(draw, ((self.lmargin + self.padding, self.tmargin + self.padding),
(self.image_width - self.rmargin - self.padding, self.image_height - self.bmargin - self.padding)),
((self.xscale[0], self.yscale[0]), (self.xscale[1], self.yscale[1])))
return sdraw
def _renderXAxes(self, sdraw):
"""Draws the x axis and vertical constant-x lines, as well as the labels.
"""
axis_label_font = weeutil.weeutil.get_font_handle(self.axis_label_font_path,
self.axis_label_font_size)
drawlabel = False
for x in weeutil.weeutil.stampgen(self.xscale[0], self.xscale[1], self.xscale[2]) :
sdraw.line((x, x), (self.yscale[0], self.yscale[1]), fill=self.chart_gridline_color)
drawlabel = not drawlabel
if drawlabel:
xlabel = self._genXLabel(x)
axis_label_size = sdraw.draw.textsize(xlabel, font=axis_label_font)
xpos = sdraw.xtranslate(x)
sdraw.draw.text((xpos - axis_label_size[0]/2, self.image_height - self.bmargin + 2),
xlabel, fill=self.axis_label_font_color, font=axis_label_font)
def _renderYAxes(self, sdraw):
"""Draws the y axis and horizontal constant-y lines, as well as the labels.
Should be sufficient for most purposes.
"""
nygridlines = int((self.yscale[1] - self.yscale[0]) / self.yscale[2] + 1.5)
axis_label_font = weeutil.weeutil.get_font_handle(self.axis_label_font_path,
self.axis_label_font_size)
# Draw the (constant y) grid lines
for i in xrange(nygridlines) :
y = self.yscale[0] + i * self.yscale[2]
sdraw.line((self.xscale[0], self.xscale[1]), (y, y), fill=self.chart_gridline_color)
# Draw a bel on every other line:
if i%2 == 0 :
ylabel = self._genYLabel(y)
axis_label_size = sdraw.draw.textsize(ylabel, font=axis_label_font)
ypos = sdraw.ytranslate(y)
sdraw.draw.text((self.lmargin - axis_label_size[0] - 2, ypos - axis_label_size[1]/2),
ylabel, fill=self.axis_label_font_color, font=axis_label_font)
def _renderPlotLines(self, sdraw):
"""Draw the collection of lines, using a different color for each one. Because there is
a limited set of colors, they need to be recycled if there are very many lines.
"""
nlines = len(self.line_list)
# Draw them in reverse order, so the first line comes out on top of the image
for iline in xrange(nlines-1, -1, -1):
color = self.line_list[iline].color
if color is None :
color = self.chart_line_colors[iline%nlines]
width = self.line_list[iline].width
if width is None :
width = self.chart_line_widths[iline%nlines]
if self.line_list[iline].type == 'line' :
sdraw.line(self.line_list[iline].x,
self.line_list[iline].y,
fill = color,
width = width)
elif self.line_list[iline].type == 'bar' :
interval = self.line_list[iline].interval
for ibox in xrange(len(self.line_list[iline].x)):
x = self.line_list[iline].x[ibox]
y = self.line_list[iline].y[ibox]
if y is None :
continue
xleft = x - interval
if ibox > 0:
xleft = max(xleft, self.line_list[iline].x[ibox-1])
sdraw.rectangle(((xleft, self.yscale[0]), (x, y)), fill=color, outline=color)
def _renderBottom(self, draw):
"""Draw anything at the bottom (just some text right now).
"""
bottom_label_font = weeutil.weeutil.get_font_handle(self.bottom_label_font_path, self.bottom_label_font_size)
bottom_label_size = draw.textsize(self.bottom_label, font=bottom_label_font)
draw.text(((self.image_width - bottom_label_size[0])/2, self.image_height - bottom_label_size[1] - 3),
self.bottom_label,
fill=self.bottom_label_font_color,
font=bottom_label_font)
def _renderTopBand(self, draw):
"""Draw the top band and any text in it.
"""
# Draw the top band rectangle
draw.rectangle(((0,0),
(self.image_width, self.tbandht)),
fill = self.chart_background_color)
# Put the units in the upper left corner
unit_label_font = weeutil.weeutil.get_font_handle(self.unit_label_font_path, self.unit_label_font_size)
draw.text((0,0), self.unit_label, fill=self.unit_label_font_color, font=unit_label_font)
top_label_font = weeutil.weeutil.get_font_handle(self.top_label_font_path, self.top_label_font_size)
# The top label is the appended label_list. However, it has to be drawn in segments
# because each label may be in a different color. For now, append them together to get
# the total width
top_label = ' '.join([line.label for line in self.line_list])
top_label_size = draw.textsize(top_label, font=top_label_font)
x = (self.image_width - top_label_size[0])/2
y = 0
nlabels = len(self.line_list)
for i in xrange(nlabels) :
color = self.line_list[i].color
if color is None :
color = self.chart_line_colors[i%nlabels]
# Draw a label
draw.text( (x,y), self.line_list[i].label, fill = color, font = top_label_font)
# Now advance the width of the label we just drew, plus a space:
label_size = draw.textsize(self.line_list[i].label + ' ', font= top_label_font)
x += label_size[0]
def _calcXScaling(self):
"""Calculates the x scaling. It will probably be specialized by
plots where the x-axis represents time.
"""
if self.xscale is None :
(xmin, xmax) = self._calcXMinMax()
self.xscale = weeplot.utilities.scale(xmin, xmax)
def _calcYScaling(self):
"""Calculates y scaling. Can be used 'as-is' for most purposes.
"""
if self.yscale is None:
# The filter is necessary because unfortunately the value 'None' is not
# excluded from min and max (i.e., min(None, x) is not necessarily x).
# Plus, min of an empty list throws a ValueError exception.
ymin = ymax = None
for line in self.line_list:
try :
yline_min = min(filter(lambda v : v is not None, line.y))
ymin = min(yline_min, ymin) if ymin is not None else yline_min
except ValueError:
pass
try :
yline_max = max(filter(lambda v : v is not None, line.y))
ymax = max(yline_max, ymax) if ymax is not None else yline_max
except ValueError:
pass
if ymin is None and ymax is None :
# No valid data. Pick an arbitrary scaling
self.yscale=(0.0, 1.0, 0.2)
else:
self.yscale = weeplot.utilities.scale(ymin, ymax)
def _calcXLabelFormat(self):
if self.x_label_format is None:
self.x_label_format = weeplot.utilities.pickLabelFormat(self.xscale[2])
def _calcYLabelFormat(self):
if self.y_label_format is None:
self.y_label_format = weeplot.utilities.pickLabelFormat(self.yscale[2])
def _genXLabel(self, x):
xlabel = self.x_label_format % x
return xlabel
def _genYLabel(self, y):
ylabel = self.y_label_format % y
return ylabel
def _calcXMinMax(self):
xmin = None
xmax = None
for line in self.line_list:
xlinemin = min(line.x)
xlinemax = max(line.x)
assert(xlinemin is not None and xlinemax is not None)
# If the line represents a bar chart (interval not None),
# then the actual minimum has to be adjusted for the
# interval length
if line.interval is not None:
xlinemin = xlinemin - line.interval
xmin = min(xlinemin, xmin) if xmin is not None else xlinemin
xmax = max(xlinemax, xmax) if xmax is not None else xlinemax
return (xmin, xmax)
class TimePlot(GeneralPlot) :
"""Class that specializes GeneralPlot for plots where the x-axis is time.
"""
def _calcXScaling(self):
"""Specialized version for time plots.
"""
if self.xscale is None :
(xmin, xmax) = self._calcXMinMax()
self.xscale = weeplot.utilities.scaletime(xmin, xmax)
def _genXLabel(self, x):
time_tuple = time.localtime(x)
xlabel = time.strftime(self.x_label_format, time_tuple)
return xlabel
class PlotLine(object):
"""Represents a single line (or bar) in a plot.
"""
def __init__(self, x, y, label='', color=None, width=None, type='line', interval=None):
self.x = x
self.y = y
self.label = label
self.type = type
self.color = color
self.width = width
self.interval = interval