def draw_path(self, gc, path, transform, rgbFace=None): path = transform.transform_path(path) points = path.vertices codes = path.codes bbox = gc.get_clip_rectangle() if bbox is not None and not np.any(np.isnan(bbox.bounds)): x, y, w, h = bbox.bounds clrt = np.array([x, x + w, y, y + h]) else: clrt = np.array([0, self.width, 0, self.height]) gr.setviewport(*clrt / self.size) gr.setwindow(*clrt) if rgbFace is not None and len(points) > 2: color = gr.inqcolorfromrgb(rgbFace[0], rgbFace[1], rgbFace[2]) gr.settransparency(rgbFace[3]) gr.setcolorrep(color, rgbFace[0], rgbFace[1], rgbFace[2]) gr.setfillintstyle(gr.INTSTYLE_SOLID) gr.setfillcolorind(color) gr.drawpath(points, codes, fill=True) lw = gc.get_linewidth() if lw != 0: rgba = gc.get_rgb()[:4] color = gr.inqcolorfromrgb(rgba[0], rgba[1], rgba[2]) gr.settransparency(rgba[3]) gr.setcolorrep(color, rgba[0], rgba[1], rgba[2]) if isinstance(gc._linestyle, str): gr.setlinetype(linetype[gc._linestyle]) gr.setlinewidth(lw) gr.setlinecolorind(color) gr.drawpath(points, codes, fill=False)
def draw_path(self, gc, path, transform, rgbFace=None): path = transform.transform_path(path) points = path.vertices codes = path.codes bbox = gc.get_clip_rectangle() if bbox is not None: x, y, w, h = bbox.bounds clrt = np.array([x, x + w, y, y + h]) else: clrt = np.array([0, self.width, 0, self.height]) gr.setviewport(*clrt / self.size) gr.setwindow(*clrt) if rgbFace is not None and len(points) > 2: color = gr.inqcolorfromrgb(rgbFace[0], rgbFace[1], rgbFace[2]) gr.settransparency(rgbFace[3]) gr.setcolorrep(color, rgbFace[0], rgbFace[1], rgbFace[2]) gr.setfillintstyle(gr.INTSTYLE_SOLID) gr.setfillcolorind(color) gr.drawpath(points, codes, fill=True) lw = gc.get_linewidth() if lw != 0: rgba = gc.get_rgb()[:4] color = gr.inqcolorfromrgb(rgba[0], rgba[1], rgba[2]) gr.settransparency(rgba[3]) gr.setcolorrep(color, rgba[0], rgba[1], rgba[2]) if isinstance(gc._linestyle, str): gr.setlinetype(linetype[gc._linestyle]) gr.setlinewidth(lw) gr.setlinecolorind(color) gr.drawpath(points, codes, fill=False)
def linecolor(r, g, b): """ Parameters ---------- r, g, b: float Color intensities in [0.0, 1.0] """ gr.setlinecolorind(gr.inqcolorfromrgb(r, g, b))
def _draw_axes(kind, pass_=1): global _plt viewport = _plt.kwargs['viewport'] vp = _plt.kwargs['vp'] x_tick, x_org, x_major_count = _plt.kwargs['xaxis'] y_tick, y_org, y_major_count = _plt.kwargs['yaxis'] gr.setlinecolorind(1) gr.setlinewidth(1) diag = ((viewport[1]-viewport[0])**2 + (viewport[3]-viewport[2])**2)**0.5 charheight = max(0.018 * diag, 0.012) gr.setcharheight(charheight) ticksize = 0.0075 * diag if kind in ('wireframe', 'surface', 'plot3', 'scatter3', 'trisurf'): z_tick, z_org, z_major_count = _plt.kwargs['zaxis'] if pass_ == 1: gr.grid3d(x_tick, 0, z_tick, x_org[0], y_org[1], z_org[0], 2, 0, 2) gr.grid3d(0, y_tick, 0, x_org[0], y_org[1], z_org[0], 0, 2, 0) else: gr.axes3d(x_tick, 0, z_tick, x_org[0], y_org[0], z_org[0], x_major_count, 0, z_major_count, -ticksize) gr.axes3d(0, y_tick, 0, x_org[1], y_org[0], z_org[0], 0, y_major_count, 0, ticksize) else: if kind == 'heatmap': ticksize = -ticksize else: gr.grid(x_tick, y_tick, 0, 0, x_major_count, y_major_count) gr.axes(x_tick, y_tick, x_org[0], y_org[0], x_major_count, y_major_count, ticksize) gr.axes(x_tick, y_tick, x_org[1], y_org[1], -x_major_count, -y_major_count, -ticksize) 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() if kind in ('wireframe', 'surface', 'plot3', 'scatter3', 'trisurf'): x_label = _plt.kwargs.get('xlabel', '') y_label = _plt.kwargs.get('ylabel', '') z_label = _plt.kwargs.get('zlabel', '') gr.titles3d(x_label, y_label, z_label) else: if 'xlabel' in _plt.kwargs: gr.savestate() gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_BOTTOM) gr.textext(0.5 * (viewport[0] + viewport[1]), vp[2] + 0.5 * charheight, _plt.kwargs['xlabel']) gr.restorestate() if 'ylabel' in _plt.kwargs: gr.savestate() gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_TOP) gr.setcharup(-1, 0) gr.textext(vp[0] + 0.5 * charheight, 0.5 * (viewport[2] + viewport[3]), _plt.kwargs['ylabel']) gr.restorestate()
def _draw_legend(): global _plt viewport = _plt.kwargs['viewport'] num_labels = len(_plt.kwargs['labels']) location = _plt.kwargs.get('location', 1) gr.savestate() gr.selntran(0) gr.setscale(0) w = 0 for label in _plt.kwargs['labels']: tbx, tby = gr.inqtextext(0, 0, label) w = max(w, tbx[2]) num_lines = len(_plt.args) h = (num_lines + 1) * 0.03 if location in (8, 9, 10): px = 0.5 * (viewport[0] + viewport[1] - w) elif location in (2, 3, 6): px = viewport[0] + 0.11 else: px = viewport[1] - 0.05 - w if location in (5, 6, 7, 10): py = 0.5 * (viewport[2] + viewport[3] + h) - 0.03 elif location in (3, 4, 8): py = viewport[2] + h else: py = viewport[3] - 0.06 gr.setfillintstyle(gr.INTSTYLE_SOLID) gr.setfillcolorind(0) gr.fillrect(px - 0.08, px + w + 0.02, py + 0.03, py - 0.03 * num_lines) gr.setlinetype(gr.LINETYPE_SOLID) gr.setlinecolorind(1) gr.setlinewidth(1) gr.drawrect(px - 0.08, px + w + 0.02, py + 0.03, py - 0.03 * num_lines) i = 0 gr.uselinespec(" ") for (x, y, z, c, spec) in _plt.args: gr.savestate() mask = gr.uselinespec(spec) if mask in (0, 1, 3, 4, 5): gr.polyline([px - 0.07, px - 0.01], [py, py]) if mask & 2: gr.polymarker([px - 0.06, px - 0.02], [py, py]) gr.restorestate() gr.settextalign(gr.TEXT_HALIGN_LEFT, gr.TEXT_VALIGN_HALF) if i < num_labels: gr.textext(px, py, _plt.kwargs['labels'][i]) i += 1 py -= 0.03 gr.selntran(1) gr.restorestate()
def _draw_axes(kind, pass_=1): global _plt viewport = _plt.kwargs['viewport'] vp = _plt.kwargs['vp'] x_tick, x_org, x_major_count = _plt.kwargs['xaxis'] y_tick, y_org, y_major_count = _plt.kwargs['yaxis'] gr.setlinecolorind(1) gr.setlinewidth(1) diag = ((viewport[1]-viewport[0])**2 + (viewport[3]-viewport[2])**2)**0.5 charheight = max(0.018 * diag, 0.012) gr.setcharheight(charheight) ticksize = 0.0075 * diag if kind in ('wireframe', 'surface', 'plot3', 'scatter3', 'trisurf'): z_tick, z_org, z_major_count = _plt.kwargs['zaxis'] if pass_ == 1: gr.grid3d(x_tick, 0, z_tick, x_org[0], y_org[0], z_org[0], 2, 0, 2) gr.grid3d(0, y_tick, 0, x_org[1], y_org[0], z_org[0], 0, 2, 0) else: gr.axes3d(x_tick, 0, z_tick, x_org[0], y_org[0], z_org[0], x_major_count, 0, z_major_count, -ticksize) gr.axes3d(0, y_tick, 0, x_org[1], y_org[0], z_org[0], 0, y_major_count, 0, ticksize) else: if kind == 'heatmap': ticksize = -ticksize else: gr.grid(x_tick, y_tick, 0, 0, x_major_count, y_major_count) gr.axes(x_tick, y_tick, x_org[0], y_org[0], x_major_count, y_major_count, ticksize) gr.axes(x_tick, y_tick, x_org[1], y_org[1], -x_major_count, -y_major_count, -ticksize) 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() if kind in ('wireframe', 'surface', 'plot3', 'scatter3', 'trisurf'): x_label = _plt.kwargs.get('xlabel', '') y_label = _plt.kwargs.get('ylabel', '') z_label = _plt.kwargs.get('zlabel', '') gr.titles3d(x_label, y_label, z_label) else: if 'xlabel' in _plt.kwargs: gr.savestate() gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_BOTTOM) gr.textext(0.5 * (viewport[0] + viewport[1]), vp[2] + 0.5 * charheight, _plt.kwargs['xlabel']) gr.restorestate() if 'ylabel' in _plt.kwargs: gr.savestate() gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_TOP) gr.setcharup(-1, 0) gr.textext(vp[0] + 0.5 * charheight, 0.5 * (viewport[2] + viewport[3]), _plt.kwargs['ylabel']) gr.restorestate()
def drawGR(self): if self.linetype is not None and self.x: # preserve old values lcolor = gr.inqlinecolorind() gr.setlinewidth(2) gr.setlinecolorind(self.linecolor) for xi, yi in zip(self.x, self.y): gr.polyline([xi, xi], [0, yi]) # restore old values gr.setlinecolorind(lcolor) gr.setlinewidth(1)
def drawGR(self): lwidth = gr.inqlinewidth() gr.setlinewidth(0.) PlotAxes.drawGR(self) if self.drawxylines: xmin, xmax, ymin, ymax = self.getWindow() linecolor = gr.inqlinecolorind() gr.setlinecolorind(self.xylinecolor) for xpos in self.xlines: gr.polyline([xpos, xpos], [ymin, ymax]) for ypos in self.ylines: gr.polyline([xmin, xmax], [ypos, ypos]) gr.setlinecolorind(linecolor) gr.setlinewidth(lwidth)
def draw(self, wsviewport=None): if self.xvalues is not None and self.widths is not None: maxidx = np.argmax(self.xvalues) rangex = (self.xvalues.min(), self.xvalues[maxidx] + self.widths[maxidx]) else: rangex = (0.0, 100.0) if self.yvalues is not None: rangey = gr.adjustrange(0.0, self.yvalues.max()) else: rangey = (0.0, 8.0) if wsviewport is None: gr.setwsviewport(0, self.mwidth, 0, self.mheight) else: gr.setwsviewport(*wsviewport) gr.setwswindow(0, self.sizex, 0, self.sizey) gr.setviewport(0.075 * self.sizex, 0.95 * self.sizex, 0.075 * self.sizey, 0.95 * self.sizey) gr.setwindow(rangex[0], rangex[1], rangey[0], rangey[1]) gr.setcharheight(0.012) gr.setfillintstyle(1) gr.setfillcolorind(0) gr.fillrect(rangex[0], rangex[1], rangey[0], rangey[1]) if self.xvalues is not None and self.yvalues is not None \ and self.widths is not None: gr.setfillintstyle(1) gr.setfillcolorind(2) for i in range(self.xvalues.size): gr.fillrect(self.xvalues[i], self.xvalues[i] + self.widths[i] * 0.8, 0.0, self.yvalues[i]) else: gr.text(0.45 * self.sizex, 0.5 * self.sizey, "no data") gr.setlinecolorind(1) xtick = floor(0.02 * (rangex[1] - rangey[0]) * 100.0) / 100.0 ytick = floor(0.04 * (rangey[1] - rangey[0]) * 50.0) / 50.0 gr.axes(xtick, ytick, rangex[0], rangey[0], 10, 5, 0.0075) gr.axes(xtick, ytick, rangex[1], rangey[1], -10, -5, -0.0075) if self.title is not None: gr.text(0.8 * self.sizex, 0.9 * self.sizey, self.title)
def _draw_legend(): global _plt viewport = _plt.kwargs['viewport'] num_labels = len(_plt.kwargs['labels']) gr.savestate() gr.selntran(0) gr.setscale(0) w = 0 for label in _plt.kwargs['labels']: tbx, tby = gr.inqtextext(0, 0, label) w = max(w, tbx[2]) px = viewport[1] - 0.05 - w py = viewport[3] - 0.06 gr.setfillintstyle(gr.INTSTYLE_SOLID) gr.setfillcolorind(0) gr.fillrect(px - 0.08, px + w + 0.02, py + 0.03, py - 0.03 * num_labels) gr.setlinetype(1) gr.setlinecolorind(1) gr.setlinewidth(1) gr.drawrect(px - 0.08, px + w + 0.02, py + 0.03, py - 0.03 * num_labels) i = 0 gr.uselinespec(" ") for (x, y, z, c, spec) in _plt.args: gr.savestate() mask = gr.uselinespec(spec) if mask in (0, 1, 3, 4, 5): gr.polyline([px - 0.07, px - 0.01], [py, py]) if mask & 2: gr.polymarker([px - 0.06, px - 0.02], [py, py]) gr.restorestate() gr.settextalign(gr.TEXT_HALIGN_LEFT, gr.TEXT_VALIGN_HALF) if i < num_labels: gr.textext(px, py, _plt.kwargs['labels'][i]) i += 1 py -= 0.03 gr.selntran(1) gr.restorestate()
def draw(self, wsviewport=None): if self.xvalues is not None: rangex = (self.xvalues.min(), self.xvalues.max()) else: rangex = (0, 10) if self.yvalues is not None: rangey = gr.adjustrange(self.yvalues.min(), self.yvalues.max()) else: rangey = (0, 4) if wsviewport is None: gr.setwsviewport(0, self.mwidth, 0, self.mheight) else: gr.setwsviewport(*wsviewport) gr.setwswindow(0, self.sizex, 0, self.sizey) gr.setviewport(0.075 * self.sizex, 0.95 * self.sizex, 0.075 * self.sizey, 0.95 * self.sizey) gr.setwindow(rangex[0], rangex[1], rangey[0], rangey[1]) gr.setcharheight(0.012) gr.setfillintstyle(1) gr.setfillcolorind(0) gr.fillrect(rangex[0], rangex[1], rangey[0], rangey[1]) if self.xvalues is not None and self.yvalues is not None: gr.setlinecolorind(2) gr.polyline(self.xvalues, self.yvalues) else: gr.text(0.4 * self.sizex, 0.5 * self.sizey, "no elements selected") gr.setlinecolorind(1) gr.axes(0.2, 0.2, rangex[0], rangey[0], 5, 5, 0.0075) gr.axes(0.2, 0.2, rangex[1], rangey[1], -5, -5, -0.0075) if self.title is not None: gr.text(0.8 * self.sizex, 0.9 * self.sizey, self.title)
def _draw_polar_axes(): global _plt viewport = _plt.kwargs['viewport'] diag = ((viewport[1]-viewport[0])**2 + (viewport[3]-viewport[2])**2)**0.5 charheight = max(0.018 * diag, 0.012) window = _plt.kwargs['window'] r_min, r_max = window[2], window[3] gr.savestate() gr.setcharheight(charheight) gr.setlinetype(gr.LINETYPE_SOLID) tick = 0.5 * gr.tick(r_min, r_max) n = int(round((r_max - r_min) / tick + 0.5)) for i in range(n+1): r = i / n if i % 2 == 0: gr.setlinecolorind(88) if i > 0: gr.drawarc(-r, r, -r, r, 0, 359) gr.settextalign(gr.TEXT_HALIGN_LEFT, gr.TEXT_VALIGN_HALF) x, y = gr.wctondc(0.05, r) gr.text(x, y, "%g" % (r_min + i * tick)) else: gr.setlinecolorind(90) gr.drawarc(-r, r, -r, r, 0, 359) for alpha in range(0, 360, 45): sinf = np.sin(np.radians(alpha+90)) cosf = np.cos(np.radians(alpha+90)) gr.polyline([sinf, 0], [cosf, 0]) gr.settextalign(gr.TEXT_HALIGN_CENTER, gr.TEXT_VALIGN_HALF) x, y = gr.wctondc(1.1 * sinf, 1.1 * cosf) gr.textext(x, y, "%d^o" % alpha) gr.restorestate()
def pendulum(t, theta, omega, acceleration): gr.clearws() gr.setviewport(0, 1, 0, 1) x = [0.5, 0.5 + np.sin(theta) * 0.4] y = [0.8, 0.8 - np.cos(theta) * 0.4] # draw pivot point gr.fillarea([0.46, 0.54, 0.54, 0.46], [0.79, 0.79, 0.81, 0.81]), gr.setlinecolorind(1) gr.setlinewidth(2) gr.polyline(x, y) # draw rod gr.setmarkersize(5) gr.setmarkertype(gr.MARKERTYPE_SOLID_CIRCLE) gr.setmarkercolorind(86) gr.polymarker([x[1]], [y[1]]) # draw bob gr.setlinecolorind(4) V = 0.05 * omega # show angular velocity gr.drawarrow(x[1], y[1], x[1] + V * np.cos(theta), y[1] + V * np.sin(theta)) gr.setlinecolorind(2) A = 0.05 * acceleration # show angular acceleration gr.drawarrow(x[1], y[1], x[1] + A * np.sin(theta), y[1] + A * np.cos(theta)) gr.settextfontprec(2, gr.TEXT_PRECISION_STRING) gr.setcharheight(0.032) gr.settextcolorind(1) gr.textext(0.05, 0.95, 'Damped Pendulum') gr.setcharheight(0.040) gr.mathtex(0.4, 0.22, '\\omega=\\dot{\\theta}') gr.mathtex(0.4, 0.1, '\\dot{\\omega}=-\\gamma\\omega-\\frac{g}{l}sin(\\theta)') gr.setcharheight(0.028) gr.textext(0.05, 0.22, 't:%7.2f' % t) gr.textext(0.05, 0.16, '\\theta:%7.2f' % (theta / np.pi * 180)) gr.settextcolorind(4) gr.textext(0.05, 0.10, '\\omega:%7.2f' % omega) gr.settextcolorind(2) gr.textext(0.05, 0.04, 'y_{A}:%6.2f' % acceleration) gr.updatews()
def pendulum(t, theta, omega, acceleration): gr.clearws() gr.setviewport(0, 1, 0, 1) x = [0.5, 0.5 + sin(theta) * 0.4] y = [0.8, 0.8 - cos(theta) * 0.4] # draw pivot point gr.fillarea([0.46, 0.54, 0.54, 0.46], [0.79, 0.79, 0.81, 0.81]), gr.setlinecolorind(1) gr.setlinewidth(2) gr.polyline(x, y) # draw rod gr.setmarkersize(5) gr.setmarkertype(gr.MARKERTYPE_SOLID_CIRCLE) gr.setmarkercolorind(86) gr.polymarker([x[1]], [y[1]]) # draw bob gr.setlinecolorind(4) V = 0.05 * omega # show angular velocity gr.drawarrow(x[1], y[1], x[1] + V*cos(theta), y[1] + V*sin(theta)) gr.setlinecolorind(2) A = 0.05 * acceleration # show angular acceleration gr.drawarrow(x[1], y[1], x[1] + A*sin(theta), y[1] + A*cos(theta)) gr.settextfontprec(2, gr.TEXT_PRECISION_STRING) gr.setcharheight(0.032) gr.settextcolorind(1) gr.textext(0.05, 0.95, 'Damped Pendulum') gr.setcharheight(0.040) gr.mathtex(0.4, 0.22, '\\omega=\\dot{\\theta}') gr.mathtex(0.4, 0.1, '\\dot{\\omega}=-\\gamma\\omega-\\frac{g}{l}sin(\\theta)') gr.setcharheight(0.028) gr.textext(0.05, 0.22, 't:%7.2f' % t) gr.textext(0.05, 0.16, '\\theta:%7.2f' % (theta / pi * 180)) gr.settextcolorind(4) gr.textext(0.05, 0.10, '\\omega:%7.2f' % omega) gr.settextcolorind(2) gr.textext(0.05, 0.04, 'y_{A}:%6.2f' % acceleration) gr.updatews()
gr.setviewport(0.1, 0.95, 0.1, 0.95) gr.setwindow(50, 25000, 0, 100) gr.setscale(1) start = time.time() while time.time() - start < 10: try: power = get_spectrum() peakind = signal.find_peaks_cwt(power, numpy.array([5])) except (IOError): continue gr.clearws() gr.setlinewidth(1) gr.setlinecolorind(1) gr.grid(1, 5, 50, 0, 1, 2) gr.axes(1, 5, 50, 0, 1, 2, -0.008) gr.setcharheight(0.020) gr.text(0.15, 0.965, '100Hz') gr.text(0.47, 0.965, '1kHz') gr.text(0.79, 0.965, '10kHz') gr.setlinecolorind(4) gr.polyline(f[1:], power[1:]) for p in peakind: if power[p] > 10: gr.setlinewidth(2) gr.setlinecolorind(2) xe, ye = parabolic(f[p], power, p) print(xe, ye) gr.polyline([xe] * 2, [0, ye])
import os, wave, pyaudio import numpy import gr SAMPLES = 2048 wf = wave.open(os.path.join(os.path.dirname(os.path.realpath(__file__)), 'Monty_Python.wav'), 'rb') pa = pyaudio.PyAudio() stream = pa.open(format=pa.get_format_from_width(wf.getsampwidth()), channels=wf.getnchannels(), rate=wf.getframerate(), output=True) gr.setwindow(0, SAMPLES, -30000, 30000) gr.setviewport(0.05, 0.95, 0.05, 0.95) gr.setlinecolorind(218) gr.setfillintstyle(1) gr.setfillcolorind(208) data = wf.readframes(SAMPLES) while data != '' and len(data) == SAMPLES * wf.getsampwidth(): stream.write(data) amplitudes = numpy.fromstring(data, dtype=numpy.short) power = abs(numpy.fft.fft(amplitudes / 512.0))[:SAMPLES/2:2] - 30000 gr.clearws() gr.fillrect(0, SAMPLES, -30000, 30000) gr.grid(40, 1200, 0, 0, 5, 5) gr.polyline(range(SAMPLES)[0::4], amplitudes[0::4]) gr.polyline(range(SAMPLES)[0::4], power) gr.updatews()
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()
def drawGR(self): if self.visible: color = gr.inqlinecolorind() gr.setlinecolorind(GRCOLORS['white']) gr.polyline(self.x, self.y) gr.setlinecolorind(color)
gr.setviewport(0.1, 0.95, 0.1, 0.95) gr.setwindow(50, 25000, 0, 100) gr.setscale(1) start = time.time() while time.time() - start < 10: try: power = get_spectrum() peakind = signal.find_peaks_cwt(power, np.array([5])) except (IOError): continue gr.clearws() gr.setlinewidth(1) gr.setlinecolorind(1) gr.grid(1, 5, 50, 0, 1, 2) gr.axes(1, 5, 50, 0, 1, 2, -0.008) gr.setcharheight(0.020) gr.text(0.15, 0.965, '100Hz') gr.text(0.47, 0.965, '1kHz') gr.text(0.79, 0.965, '10kHz') gr.setlinecolorind(4) gr.polyline(f[1:], power[1:]) for p in peakind: if power[p] > 10: gr.setlinewidth(2) gr.setlinecolorind(2) xe, ye = parabolic(f[p], power, p) print(xe, ye) gr.polyline([xe] * 2, [0, ye])
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()
import scipy.fftpack SAMPLES = 2048 wf = wave.open( os.path.join(os.path.dirname(os.path.realpath(__file__)), 'Monty_Python.wav'), 'rb') pa = pyaudio.PyAudio() stream = pa.open(format=pa.get_format_from_width(wf.getsampwidth()), channels=wf.getnchannels(), rate=wf.getframerate(), output=True) gr.setwindow(0, SAMPLES, -30000, 30000) gr.setviewport(0.05, 0.95, 0.05, 0.95) gr.setlinecolorind(218) gr.setfillintstyle(1) gr.setfillcolorind(208) data = wf.readframes(SAMPLES) while data != '' and len(data) == SAMPLES * wf.getsampwidth(): stream.write(data) amplitudes = numpy.fromstring(data, dtype=numpy.short) power = abs(scipy.fftpack.fft(amplitudes / 512.0))[:SAMPLES / 2:2] - 30000 gr.clearws() gr.fillrect(0, SAMPLES, -30000, 30000) gr.grid(40, 1200, 0, 0, 5, 5) gr.polyline(range(SAMPLES)[0::4], amplitudes[0::4]) gr.polyline(range(SAMPLES)[0::4], power) gr.updatews()
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) _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)): gr.setfillcolorind(989) gr.setfillintstyle(gr.INTSTYLE_SOLID) gr.fillrect(x[i-1], x[i], y_min, y[i]) gr.setfillcolorind(1) gr.setfillintstyle(gr.INTSTYLE_HOLLOW) gr.fillrect(x[i-1], x[i], y_min, y[i]) 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': 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) width, height = z.shape data = np.array(1000+(z-z.min()) / z.ptp() * 255, np.int32) x_min, x_max = _plt.kwargs['xrange'] y_min, y_max = _plt.kwargs['yrange'] gr.cellarray(x_min, x_max, y_max, y_min, width, height, data) _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.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) 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()
# fig = plt.Fig() # ax_left = fig[0, 0] # ax_right = fig[0, 1] # ax_left._configure_2d() # ax_left.title.text = 'Current Clamp Recording' # ax_left.ylabel.text = 'Membrane Potential (mV)' # ax_left.xlabel.text = 'Time (ms)' selected = None # cmap = get_colormap('hsl', value=0.5) # colors = cmap.map(np.linspace(0.1, 0.9, df.shape[0])) # colors = cmap.map(np.linspace(0.1, 0.9, CYCLE)) # ax_right.histogram(df.iloc[:,3]) # df2 = df.copy() df = df.groupby("cycle_no") gr.clearws() for i, (group_name, data) in enumerate(df): color_id = i - int(i / 256) * 256 gr.setlinecolorind(int(color_id)) gr.polyline(data["cycle_cnt"].tolist(), data["val"].tolist()) gr.updatews() """ or for i, (group_name, data) in enumerate(df): gr.pygr.oplot((data["cycle_cnt"], data["val"])) """