def plot_domain(color_func, f, re=(-1, 1), im=(-1, 1), N=100, n=15):
w = func_vals(f, re, im, N)
domc = color_func(w, n) * 255
width, height = domc.shape[:2]
domc = np.append(domc, np.ones((width, height, 1)) * 255, axis=2)
domc = domc.astype(np.uint8)
domc = domc.view('<i4')
gr.clearws()
gr.setviewport(0, 1, 0, 1)
gr.drawimage(0, 1, 0, 1, width, height, domc, model=gr.MODEL_HSV)
gr.updatews()
def plot_domain(color_func, f, re=[-1, 1], im=[-1, 1], N=100, n=15):
w = func_vals(f, re, im, N)
domc = color_func(w, n) * 255
width, height = domc.shape[:2]
domc = np.append(domc, np.ones((width, height, 1)) * 255, axis=2)
domc = domc.astype(np.uint8)
domc = domc.view("<i4")
gr.clearws()
gr.setviewport(0, 1, 0, 1)
gr.drawimage(0, 1, 0, 1, width, height, domc, model=gr.MODEL_HSV)
gr.updatews()
def _plot_img(I):
global _plt
if isinstance(I, basestring):
width, height, data = gr.readimage(I)
if width == 0 or height == 0:
return
else:
I = np.array(I)
width, height = I.shape
data = np.array(1000+(1.0*I - I.min()) / I.ptp() * 255, np.int32)
if _plt.kwargs['clear']:
gr.clearws()
if not _plt.kwargs['ax']:
_set_viewport('line', _plt.kwargs['subplot'])
viewport = _plt.kwargs['viewport']
vp = _plt.kwargs['vp']
if width * (viewport[3] - viewport[2]) < height * (viewport[1] - viewport[0]):
w = width / height * (viewport[3] - viewport[2])
x_min = max(0.5 * (viewport[0] + viewport[1] - w), viewport[0])
x_max = min(0.5 * (viewport[0] + viewport[1] + w), viewport[1])
y_min = viewport[2]
y_max = viewport[3]
else:
h = height / width * (viewport[1] - viewport[0])
x_min = viewport[0]
x_max = viewport[1]
y_min = max(0.5 * (viewport[3] + viewport[2] - h), viewport[2])
y_max = min(0.5 * (viewport[3] + viewport[2] + h), viewport[3])
if 'cmap' in _plt.kwargs:
warnings.warn('The parameter "cmap" has been replaced by "colormap". The value of "cmap" will be ignored.', stacklevel=3)
colormap = _plt.kwargs.get('colormap', gr.COLORMAP_VIRIDIS)
if colormap is not None:
gr.setcolormap(colormap)
gr.selntran(0)
if isinstance(I, basestring):
gr.drawimage(x_min, x_max, y_min, y_max, width, height, data)
else:
gr.cellarray(x_min, x_max, y_min, y_max, width, height, data)
if 'title' in _plt.kwargs:
gr.savestate()
gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_TOP)
gr.textext(0.5 * (viewport[0] + viewport[1]), vp[3], _plt.kwargs['title'])
gr.restorestate()
gr.selntran(1)
def _plot_img(I):
global _plt
if isinstance(I, basestring):
width, height, data = gr.readimage(I)
if width == 0 or height == 0:
return
else:
I = np.array(I)
width, height = I.shape
data = np.array(1000 + (1.0 * I - I.min()) / I.ptp() * 255, np.int32)
if _plt.kwargs['clear']:
gr.clearws()
if not _plt.kwargs['ax']:
_set_viewport('line', _plt.kwargs['subplot'])
viewport = _plt.kwargs['viewport']
vp = _plt.kwargs['vp']
if width * (viewport[3] - viewport[2]) < height * (viewport[1] -
viewport[0]):
w = width / height * (viewport[3] - viewport[2])
x_min = max(0.5 * (viewport[0] + viewport[1] - w), viewport[0])
x_max = min(0.5 * (viewport[0] + viewport[1] + w), viewport[1])
y_min = viewport[2]
y_max = viewport[3]
else:
h = height / width * (viewport[1] - viewport[0])
x_min = viewport[0]
x_max = viewport[1]
y_min = max(0.5 * (viewport[3] + viewport[2] - h), viewport[2])
y_max = min(0.5 * (viewport[3] + viewport[2] + h), viewport[3])
gr.setcolormap(_plt.kwargs.get('cmap', 1))
gr.selntran(0)
if isinstance(I, basestring):
gr.drawimage(x_min, x_max, y_min, y_max, width, height, data)
else:
gr.cellarray(x_min, x_max, y_min, y_max, width, height, data)
if 'title' in _plt.kwargs:
gr.savestate()
gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_TOP)
gr.textext(0.5 * (viewport[0] + viewport[1]), vp[3],
_plt.kwargs['title'])
gr.restorestate()
gr.selntran(1)
def _plot_img(I):
global _plt
if isinstance(I, basestring):
width, height, data = gr.readimage(I)
if width == 0 or height == 0:
return
else:
I = np.array(I)
width, height = I.shape
data = np.array(1000+(1.0*I - I.min()) / I.ptp() * 255, np.int32)
if _plt.kwargs['clear']:
gr.clearws()
if not _plt.kwargs['ax']:
_set_viewport('line', _plt.kwargs['subplot'])
viewport = _plt.kwargs['viewport']
vp = _plt.kwargs['vp']
if width * (viewport[3] - viewport[2]) < height * (viewport[1] - viewport[0]):
w = width / height * (viewport[3] - viewport[2])
x_min = max(0.5 * (viewport[0] + viewport[1] - w), viewport[0])
x_max = min(0.5 * (viewport[0] + viewport[1] + w), viewport[1])
y_min = viewport[2]
y_max = viewport[3]
else:
h = height / width * (viewport[1] - viewport[0])
x_min = viewport[0]
x_max = viewport[1]
y_min = max(0.5 * (viewport[3] + viewport[2] - h), viewport[2])
y_max = min(0.5 * (viewport[3] + viewport[2] + h), viewport[3])
gr.setcolormap(_plt.kwargs.get('cmap', 1))
gr.selntran(0)
if isinstance(I, basestring):
gr.drawimage(x_min, x_max, y_min, y_max, width, height, data)
else:
gr.cellarray(x_min, x_max, y_min, y_max, width, height, data)
if 'title' in _plt.kwargs:
gr.savestate()
gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_TOP)
gr.textext(0.5 * (viewport[0] + viewport[1]), vp[3], _plt.kwargs['title'])
gr.restorestate()
gr.selntran(1)
def draw_image(self, gc, x, y, im):
if hasattr(im, 'as_rgba_str'):
h, w, s = im.as_rgba_str()
img = np.fromstring(s, np.uint32)
img.shape = (h, w)
elif len(im.shape) == 3 and im.shape[2] == 4 and im.dtype == np.uint8:
img = im.view(np.uint32)
img.shape = im.shape[:2]
h, w = img.shape
else:
type_info = repr(type(im))
if hasattr(im, 'shape'):
type_info += ' shape=' + repr(im.shape)
if hasattr(im, 'dtype'):
type_info += ' dtype=' + repr(im.dtype)
warnings.warn('Unsupported image type ({}). Please report this at https://github.com/sciapp/python-gr/issues'.format(type_info))
return
gr.drawimage(x, x + w, y + h, y, w, h, img)
def write(self, image, device_pixel_ratio=1):
height, width = image.shape[:2]
gr.clearws()
if width > height:
xmax = 1.0
ymax = 1.0*height/width
else:
xmax = 1.0*width/height
ymax = 1.0
metric_width, metric_height, pixel_width, pixel_height = gr.inqdspsize()
meter_per_horizontal_pixel = metric_width/pixel_width
meter_per_vertical_pixel = metric_height/pixel_height
gr.setwsviewport(0, meter_per_horizontal_pixel*width*device_pixel_ratio, 0,
meter_per_vertical_pixel*height*device_pixel_ratio)
gr.setwswindow(0, xmax, 0, ymax)
gr.setviewport(0, xmax, 0, ymax)
gr.setwindow(0, xmax, 0, ymax)
gr.drawimage(0, xmax, 0, ymax, width*device_pixel_ratio, height*device_pixel_ratio, image.view('uint32'))
gr.updatews()
def draw_mathtext(self, x, y, angle, Z):
h, w = Z.shape
img = np.zeros((h, w), np.uint32)
for i in range(h):
for j in range(w):
img[i, j] = (255 - Z[i, j]) << 24
a = int(angle)
if a == 90:
gr.drawimage(x - h, x, y, y + w, h, w,
np.resize(np.rot90(img, 1), (h, w)))
elif a == 180:
gr.drawimage(x - w, x, y - h, y, w, h, np.rot90(img, 2))
elif a == 270:
gr.drawimage(x, x + h, y - w, y, h, w,
np.resize(np.rot90(img, 3), (h, w)))
else:
gr.drawimage(x, x + w, y, y + h, w, h, img)
def draw_mathtext(self, x, y, angle, Z):
h, w = Z.shape
img = np.zeros((h, w), np.uint32)
for i in range(h):
for j in range(w):
img[i, j] = (255 - Z[i, j]) << 24
a = int(angle)
if a == 90:
gr.drawimage(x - h, x, y, y + w, h, w,
np.resize(np.rot90(img, 1), (h, w)))
elif a == 180:
gr.drawimage(x - w, x, y - h, y, w, h, np.rot90(img, 2))
elif a == 270:
gr.drawimage(x, x + h, y - w, y, h, w,
np.resize(np.rot90(img, 3), (h, w)))
else:
gr.drawimage(x, x + w, y, y + h, w, h, img)
def write(self, image, device_pixel_ratio=1):
height, width = image.shape[:2]
gr.clearws()
if width > height:
xmax = 1.0
ymax = 1.0 * height / width
else:
xmax = 1.0 * width / height
ymax = 1.0
metric_width, metric_height, pixel_width, pixel_height = gr.inqdspsize()
meter_per_horizontal_pixel = metric_width / pixel_width
meter_per_vertical_pixel = metric_height / pixel_height
gr.setwsviewport(
0,
meter_per_horizontal_pixel * width * device_pixel_ratio,
0,
meter_per_vertical_pixel * height * device_pixel_ratio,
)
gr.setwswindow(0, xmax, 0, ymax)
gr.setviewport(0, xmax, 0, ymax)
gr.setwindow(0, xmax, 0, ymax)
gr.drawimage(0, xmax, 0, ymax, width * device_pixel_ratio, height * device_pixel_ratio, image.view("uint32"))
gr.updatews()
def draw_image(self, gc, x, y, im):
h, w, s = im.as_rgba_str()
img = np.fromstring(s, np.uint32)
img.shape = (h, w)
gr.drawimage(x, x + w, y + h, y, w, h, img)
def _plot_data(**kwargs):
global _plt
_plt.kwargs.update(kwargs)
if not _plt.args:
return
kind = _plt.kwargs.get('kind', 'line')
if _plt.kwargs['clear']:
gr.clearws()
if kind in ('imshow', 'isosurface'):
_set_viewport(kind, _plt.kwargs['subplot'])
elif not _plt.kwargs['ax']:
_set_viewport(kind, _plt.kwargs['subplot'])
_set_window(kind)
if kind == 'polar':
_draw_polar_axes()
else:
_draw_axes(kind)
if 'cmap' in _plt.kwargs:
warnings.warn('The parameter "cmap" has been replaced by "colormap". The value of "cmap" will be ignored.', stacklevel=3)
colormap = _plt.kwargs.get('colormap', gr.COLORMAP_VIRIDIS)
if colormap is not None:
gr.setcolormap(colormap)
gr.uselinespec(" ")
for x, y, z, c, spec in _plt.args:
gr.savestate()
if 'alpha' in _plt.kwargs:
gr.settransparency(_plt.kwargs['alpha'])
if kind == 'line':
mask = gr.uselinespec(spec)
if mask in (0, 1, 3, 4, 5):
gr.polyline(x, y)
if mask & 2:
gr.polymarker(x, y)
elif kind == 'scatter':
gr.setmarkertype(gr.MARKERTYPE_SOLID_CIRCLE)
if z is not None or c is not None:
if c is not None:
c_min = c.min()
c_ptp = c.ptp()
for i in range(len(x)):
if z is not None:
gr.setmarkersize(z[i] / 100.0)
if c is not None:
c_index = 1000 + int(255 * (c[i]-c_min)/c_ptp)
gr.setmarkercolorind(c_index)
gr.polymarker([x[i]], [y[i]])
else:
gr.polymarker(x, y)
elif kind == 'stem':
gr.setlinecolorind(1)
gr.polyline(_plt.kwargs['window'][:2], [0, 0])
gr.setmarkertype(gr.MARKERTYPE_SOLID_CIRCLE)
gr.uselinespec(spec)
for xi, yi in zip(x, y):
gr.polyline([xi, xi], [0, yi])
gr.polymarker(x, y)
elif kind == 'hist':
y_min = _plt.kwargs['window'][2]
for i in range(1, len(y)+1):
gr.setfillcolorind(989)
gr.setfillintstyle(gr.INTSTYLE_SOLID)
gr.fillrect(x[i-1], x[i], y_min, y[i-1])
gr.setfillcolorind(1)
gr.setfillintstyle(gr.INTSTYLE_HOLLOW)
gr.fillrect(x[i-1], x[i], y_min, y[i-1])
elif kind == 'contour':
z_min, z_max = _plt.kwargs['zrange']
gr.setspace(z_min, z_max, 0, 90)
h = [z_min + i/19*(z_max-z_min) for i in range(20)]
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 200, 200)
z.shape = np.prod(z.shape)
gr.contour(x, y, h, z, 1000)
_colorbar(0, 20)
elif kind == 'contourf':
z_min, z_max = _plt.kwargs['zrange']
gr.setspace(z_min, z_max, 0, 90)
scale = _plt.kwargs['scale']
gr.setscale(scale)
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 200, 200)
z.shape = (200, 200)
gr.surface(x, y, z, gr.OPTION_CELL_ARRAY)
_colorbar()
elif kind == 'hexbin':
nbins = _plt.kwargs.get('nbins', 40)
cntmax = gr.hexbin(x, y, nbins)
if cntmax > 0:
_plt.kwargs['zrange'] = (0, cntmax)
_colorbar()
elif kind == 'heatmap':
x_min, x_max, y_min, y_max = _plt.kwargs['window']
width, height = z.shape
cmap = _colormap()
icmap = np.zeros(256, np.uint32)
for i in range(256):
r, g, b, a = cmap[i]
icmap[i] = (int(r*255) << 0) + (int(g*255) << 8) + (int(b*255) << 16) + (int(a*255) << 24)
z_min, z_max = _plt.kwargs.get('zlim', (np.min(z), np.max(z)))
if z_max < z_min:
z_max, z_min = z_min, z_max
if z_max > z_min:
data = (z - z_min) / (z_max - z_min) * 255
else:
data = np.zeros((width, height))
rgba = np.zeros((width, height), np.uint32)
for x in range(width):
for y in range(height):
rgba[x, y] = icmap[int(data[x, y])]
gr.drawimage(x_min, x_max, y_min, y_max, width, height, rgba)
_colorbar()
elif kind == 'wireframe':
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 50, 50)
gr.setfillcolorind(0)
z.shape = np.prod(z.shape)
gr.surface(x, y, z, gr.OPTION_FILLED_MESH)
_draw_axes(kind, 2)
elif kind == 'surface':
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 200, 200)
z.shape = np.prod(z.shape)
if _plt.kwargs.get('accelerate', True):
gr3.clear()
gr3.surface(x, y, z, gr.OPTION_COLORED_MESH)
else:
gr.surface(x, y, z, gr.OPTION_COLORED_MESH)
_draw_axes(kind, 2)
_colorbar(0.05)
elif kind == 'plot3':
gr.polyline3d(x, y, z)
_draw_axes(kind, 2)
elif kind == 'scatter3':
gr.polymarker3d(x, y, z)
_draw_axes(kind, 2)
elif kind == 'imshow':
_plot_img(z)
elif kind == 'isosurface':
_plot_iso(z)
elif kind == 'polar':
gr.uselinespec(spec)
_plot_polar(x, y)
elif kind == 'trisurf':
gr.trisurface(x, y, z)
_draw_axes(kind, 2)
_colorbar(0.05)
elif kind == 'tricont':
zmin, zmax = _plt.kwargs['zrange']
levels = np.linspace(zmin, zmax, 20)
gr.tricontour(x, y, z, levels)
gr.restorestate()
if kind in ('line', 'scatter', 'stem') and 'labels' in _plt.kwargs:
_draw_legend()
if _plt.kwargs['update']:
gr.updatews()
if gr.isinline():
return gr.show()
def draw_image(self, gc, x, y, im):
h, w, s = im.as_rgba_str()
img = np.fromstring(s, np.uint32)
img.shape = (h, w)
gr.drawimage(x, x + w, y + h, y, w, h, img)
def _plot_data(**kwargs):
global _plt
_plt.kwargs.update(kwargs)
if not _plt.args:
return
kind = _plt.kwargs.get('kind', 'line')
if _plt.kwargs['clear']:
gr.clearws()
if kind in ('imshow', 'isosurface'):
_set_viewport(kind, _plt.kwargs['subplot'])
elif not _plt.kwargs['ax']:
_set_viewport(kind, _plt.kwargs['subplot'])
_set_window(kind)
if kind == 'polar':
_draw_polar_axes()
else:
_draw_axes(kind)
gr.setcolormap(_plt.kwargs.get('colormap', gr.COLORMAP_COOLWARM))
gr.uselinespec(" ")
for x, y, z, c, spec in _plt.args:
gr.savestate()
if 'alpha' in _plt.kwargs:
gr.settransparency(_plt.kwargs['alpha'])
if kind == 'line':
mask = gr.uselinespec(spec)
if mask in (0, 1, 3, 4, 5):
gr.polyline(x, y)
if mask & 2:
gr.polymarker(x, y)
elif kind == 'scatter':
gr.setmarkertype(gr.MARKERTYPE_SOLID_CIRCLE)
if z is not None or c is not None:
if c is not None:
c_min = c.min()
c_ptp = c.ptp()
for i in range(len(x)):
if z is not None:
gr.setmarkersize(z[i] / 100.0)
if c is not None:
c_index = 1000 + int(255 * (c[i]-c_min)/c_ptp)
gr.setmarkercolorind(c_index)
gr.polymarker([x[i]], [y[i]])
else:
gr.polymarker(x, y)
elif kind == 'stem':
gr.setlinecolorind(1)
gr.polyline(_plt.kwargs['window'][:2], [0, 0])
gr.setmarkertype(gr.MARKERTYPE_SOLID_CIRCLE)
gr.uselinespec(spec)
for xi, yi in zip(x, y):
gr.polyline([xi, xi], [0, yi])
gr.polymarker(x, y)
elif kind == 'hist':
y_min = _plt.kwargs['window'][2]
for i in range(1, len(y)+1):
gr.setfillcolorind(989)
gr.setfillintstyle(gr.INTSTYLE_SOLID)
gr.fillrect(x[i-1], x[i], y_min, y[i-1])
gr.setfillcolorind(1)
gr.setfillintstyle(gr.INTSTYLE_HOLLOW)
gr.fillrect(x[i-1], x[i], y_min, y[i-1])
elif kind == 'contour':
z_min, z_max = _plt.kwargs['zrange']
gr.setspace(z_min, z_max, 0, 90)
h = [z_min + i/19*(z_max-z_min) for i in range(20)]
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 200, 200)
z.shape = np.prod(z.shape)
gr.contour(x, y, h, z, 1000)
_colorbar(0, 20)
elif kind == 'contourf':
z_min, z_max = _plt.kwargs['zrange']
gr.setspace(z_min, z_max, 0, 90)
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 200, 200)
z.shape = (200, 200)
if _plt.kwargs['scale'] & gr.OPTION_Z_LOG != 0:
z = np.log(z)
gr.surface(x, y, z, gr.OPTION_CELL_ARRAY)
_colorbar()
elif kind == 'hexbin':
nbins = _plt.kwargs.get('nbins', 40)
cntmax = gr.hexbin(x, y, nbins)
if cntmax > 0:
_plt.kwargs['zrange'] = (0, cntmax)
_colorbar()
elif kind == 'heatmap':
x_min, x_max, y_min, y_max = _plt.kwargs['window']
width, height = z.shape
cmap = _colormap()
icmap = np.zeros(256, np.uint32)
for i in range(256):
r, g, b, a = cmap[i]
icmap[i] = (int(r*255) << 0) + (int(g*255) << 8) + (int(b*255) << 16) + (int(a*255) << 24)
z_range = np.ptp(z)
if z_range > 0:
data = (z - np.min(z)) / z_range * 255
else:
data = np.zeros((width, height))
rgba = np.zeros((width, height), np.uint32)
for x in range(width):
for y in range(height):
rgba[x, y] = icmap[int(data[x, y])]
gr.drawimage(x_min, x_max, y_min, y_max, width, height, rgba)
_colorbar()
elif kind == 'wireframe':
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 50, 50)
gr.setfillcolorind(0)
z.shape = np.prod(z.shape)
gr.surface(x, y, z, gr.OPTION_FILLED_MESH)
_draw_axes(kind, 2)
elif kind == 'surface':
if x.shape == y.shape == z.shape:
x, y, z = gr.gridit(x, y, z, 200, 200)
z.shape = np.prod(z.shape)
if _plt.kwargs.get('accelerate', True):
gr3.clear()
gr3.surface(x, y, z, gr.OPTION_COLORED_MESH)
else:
gr.surface(x, y, z, gr.OPTION_COLORED_MESH)
_draw_axes(kind, 2)
_colorbar(0.05)
elif kind == 'plot3':
gr.polyline3d(x, y, z)
_draw_axes(kind, 2)
elif kind == 'scatter3':
gr.polymarker3d(x, y, z)
_draw_axes(kind, 2)
elif kind == 'imshow':
_plot_img(z)
elif kind == 'isosurface':
_plot_iso(z)
elif kind == 'polar':
gr.uselinespec(spec)
_plot_polar(x, y)
elif kind == 'trisurf':
gr.trisurface(x, y, z)
_draw_axes(kind, 2)
_colorbar(0.05)
gr.restorestate()
if kind in ('line', 'scatter', 'stem') and 'labels' in _plt.kwargs:
_draw_legend()
if _plt.kwargs['update']:
gr.updatews()
if gr.isinline():
return gr.show()