| @@ -1,962 +1,965 | |||||
| 1 |
|
1 | |||
| 2 | import os |
|
2 | import os | |
| 3 | import time |
|
3 | import time | |
| 4 | import glob |
|
4 | import glob | |
| 5 | import datetime |
|
5 | import datetime | |
| 6 | from multiprocessing import Process |
|
6 | from multiprocessing import Process | |
| 7 |
|
7 | |||
| 8 | import zmq |
|
8 | import zmq | |
| 9 | import numpy |
|
9 | import numpy | |
| 10 | import matplotlib |
|
10 | import matplotlib | |
| 11 | import matplotlib.pyplot as plt |
|
11 | import matplotlib.pyplot as plt | |
| 12 | from mpl_toolkits.axes_grid1 import make_axes_locatable |
|
12 | from mpl_toolkits.axes_grid1 import make_axes_locatable | |
| 13 | from matplotlib.ticker import FuncFormatter, LinearLocator, MultipleLocator |
|
13 | from matplotlib.ticker import FuncFormatter, LinearLocator, MultipleLocator | |
| 14 |
|
14 | |||
| 15 | from schainpy.model.proc.jroproc_base import Operation |
|
15 | from schainpy.model.proc.jroproc_base import Operation | |
| 16 | from schainpy.utils import log |
|
16 | from schainpy.utils import log | |
| 17 |
|
17 | |||
| 18 | jet_values = matplotlib.pyplot.get_cmap('jet', 100)(numpy.arange(100))[10:90] |
|
18 | jet_values = matplotlib.pyplot.get_cmap('jet', 100)(numpy.arange(100))[10:90] | |
| 19 | blu_values = matplotlib.pyplot.get_cmap( |
|
19 | blu_values = matplotlib.pyplot.get_cmap( | |
| 20 | 'seismic_r', 20)(numpy.arange(20))[10:15] |
|
20 | 'seismic_r', 20)(numpy.arange(20))[10:15] | |
| 21 | ncmap = matplotlib.colors.LinearSegmentedColormap.from_list( |
|
21 | ncmap = matplotlib.colors.LinearSegmentedColormap.from_list( | |
| 22 | 'jro', numpy.vstack((blu_values, jet_values))) |
|
22 | 'jro', numpy.vstack((blu_values, jet_values))) | |
| 23 | matplotlib.pyplot.register_cmap(cmap=ncmap) |
|
23 | matplotlib.pyplot.register_cmap(cmap=ncmap) | |
| 24 |
|
24 | |||
| 25 | CMAPS = [plt.get_cmap(s) for s in ('jro', 'jet', 'viridis', 'plasma', 'inferno', 'Greys', 'seismic', 'bwr', 'coolwarm')] |
|
25 | CMAPS = [plt.get_cmap(s) for s in ('jro', 'jet', 'viridis', 'plasma', 'inferno', 'Greys', 'seismic', 'bwr', 'coolwarm')] | |
| 26 |
|
26 | |||
| 27 |
|
27 | |||
| 28 | def figpause(interval): |
|
28 | def figpause(interval): | |
| 29 | backend = plt.rcParams['backend'] |
|
29 | backend = plt.rcParams['backend'] | |
| 30 | if backend in matplotlib.rcsetup.interactive_bk: |
|
30 | if backend in matplotlib.rcsetup.interactive_bk: | |
| 31 | figManager = matplotlib._pylab_helpers.Gcf.get_active() |
|
31 | figManager = matplotlib._pylab_helpers.Gcf.get_active() | |
| 32 | if figManager is not None: |
|
32 | if figManager is not None: | |
| 33 | canvas = figManager.canvas |
|
33 | canvas = figManager.canvas | |
| 34 | if canvas.figure.stale: |
|
34 | if canvas.figure.stale: | |
| 35 | canvas.draw() |
|
35 | canvas.draw() | |
| 36 | canvas.start_event_loop(interval) |
|
36 | canvas.start_event_loop(interval) | |
| 37 | return |
|
37 | return | |
| 38 |
|
38 | |||
| 39 |
|
39 | |||
| 40 | class PlotData(Operation, Process): |
|
40 | class PlotData(Operation, Process): | |
| 41 | ''' |
|
41 | ''' | |
| 42 | Base class for Schain plotting operations |
|
42 | Base class for Schain plotting operations | |
| 43 | ''' |
|
43 | ''' | |
| 44 |
|
44 | |||
| 45 | CODE = 'Figure' |
|
45 | CODE = 'Figure' | |
| 46 | colormap = 'jro' |
|
46 | colormap = 'jro' | |
| 47 | bgcolor = 'white' |
|
47 | bgcolor = 'white' | |
| 48 | CONFLATE = False |
|
48 | CONFLATE = False | |
| 49 | __missing = 1E30 |
|
49 | __missing = 1E30 | |
| 50 |
|
50 | |||
| 51 | __attrs__ = ['show', 'save', 'xmin', 'xmax', 'ymin', 'ymax', 'zmin', 'zmax', |
|
51 | __attrs__ = ['show', 'save', 'xmin', 'xmax', 'ymin', 'ymax', 'zmin', 'zmax', | |
| 52 | 'zlimits', 'xlabel', 'ylabel', 'xaxis','cb_label', 'title', |
|
52 | 'zlimits', 'xlabel', 'ylabel', 'xaxis','cb_label', 'title', | |
| 53 | 'colorbar', 'bgcolor', 'width', 'height', 'localtime', 'oneFigure', |
|
53 | 'colorbar', 'bgcolor', 'width', 'height', 'localtime', 'oneFigure', | |
| 54 | 'showprofile', 'decimation'] |
|
54 | 'showprofile', 'decimation'] | |
| 55 |
|
55 | |||
| 56 | def __init__(self, **kwargs): |
|
56 | def __init__(self, **kwargs): | |
| 57 |
|
57 | |||
| 58 | Operation.__init__(self, plot=True, **kwargs) |
|
58 | Operation.__init__(self, plot=True, **kwargs) | |
| 59 | Process.__init__(self) |
|
59 | Process.__init__(self) | |
| 60 |
|
60 | |||
| 61 | self.kwargs['code'] = self.CODE |
|
61 | self.kwargs['code'] = self.CODE | |
| 62 | self.mp = False |
|
62 | self.mp = False | |
| 63 | self.data = None |
|
63 | self.data = None | |
| 64 | self.isConfig = False |
|
64 | self.isConfig = False | |
| 65 | self.figures = [] |
|
65 | self.figures = [] | |
| 66 | self.axes = [] |
|
66 | self.axes = [] | |
| 67 | self.cb_axes = [] |
|
67 | self.cb_axes = [] | |
| 68 | self.localtime = kwargs.pop('localtime', True) |
|
68 | self.localtime = kwargs.pop('localtime', True) | |
| 69 | self.show = kwargs.get('show', True) |
|
69 | self.show = kwargs.get('show', True) | |
| 70 | self.save = kwargs.get('save', False) |
|
70 | self.save = kwargs.get('save', False) | |
| 71 | self.colormap = kwargs.get('colormap', self.colormap) |
|
71 | self.colormap = kwargs.get('colormap', self.colormap) | |
| 72 | self.colormap_coh = kwargs.get('colormap_coh', 'jet') |
|
72 | self.colormap_coh = kwargs.get('colormap_coh', 'jet') | |
| 73 | self.colormap_phase = kwargs.get('colormap_phase', 'RdBu_r') |
|
73 | self.colormap_phase = kwargs.get('colormap_phase', 'RdBu_r') | |
| 74 | self.colormaps = kwargs.get('colormaps', None) |
|
74 | self.colormaps = kwargs.get('colormaps', None) | |
| 75 | self.bgcolor = kwargs.get('bgcolor', self.bgcolor) |
|
75 | self.bgcolor = kwargs.get('bgcolor', self.bgcolor) | |
| 76 | self.showprofile = kwargs.get('showprofile', False) |
|
76 | self.showprofile = kwargs.get('showprofile', False) | |
| 77 | self.title = kwargs.get('wintitle', self.CODE.upper()) |
|
77 | self.title = kwargs.get('wintitle', self.CODE.upper()) | |
| 78 | self.cb_label = kwargs.get('cb_label', None) |
|
78 | self.cb_label = kwargs.get('cb_label', None) | |
| 79 | self.cb_labels = kwargs.get('cb_labels', None) |
|
79 | self.cb_labels = kwargs.get('cb_labels', None) | |
| 80 | self.xaxis = kwargs.get('xaxis', 'frequency') |
|
80 | self.xaxis = kwargs.get('xaxis', 'frequency') | |
| 81 | self.zmin = kwargs.get('zmin', None) |
|
81 | self.zmin = kwargs.get('zmin', None) | |
| 82 | self.zmax = kwargs.get('zmax', None) |
|
82 | self.zmax = kwargs.get('zmax', None) | |
| 83 | self.zlimits = kwargs.get('zlimits', None) |
|
83 | self.zlimits = kwargs.get('zlimits', None) | |
| 84 | self.xmin = kwargs.get('xmin', None) |
|
84 | self.xmin = kwargs.get('xmin', None) | |
| 85 | self.xmax = kwargs.get('xmax', None) |
|
85 | self.xmax = kwargs.get('xmax', None) | |
| 86 | self.xrange = kwargs.get('xrange', 24) |
|
86 | self.xrange = kwargs.get('xrange', 24) | |
| 87 | self.ymin = kwargs.get('ymin', None) |
|
87 | self.ymin = kwargs.get('ymin', None) | |
| 88 | self.ymax = kwargs.get('ymax', None) |
|
88 | self.ymax = kwargs.get('ymax', None) | |
| 89 | self.xlabel = kwargs.get('xlabel', None) |
|
89 | self.xlabel = kwargs.get('xlabel', None) | |
| 90 | self.decimation = kwargs.get('decimation', None) |
|
90 | self.decimation = kwargs.get('decimation', None) | |
| 91 | self.showSNR = kwargs.get('showSNR', False) |
|
91 | self.showSNR = kwargs.get('showSNR', False) | |
| 92 | self.oneFigure = kwargs.get('oneFigure', True) |
|
92 | self.oneFigure = kwargs.get('oneFigure', True) | |
| 93 | self.width = kwargs.get('width', None) |
|
93 | self.width = kwargs.get('width', None) | |
| 94 | self.height = kwargs.get('height', None) |
|
94 | self.height = kwargs.get('height', None) | |
| 95 | self.colorbar = kwargs.get('colorbar', True) |
|
95 | self.colorbar = kwargs.get('colorbar', True) | |
| 96 | self.factors = kwargs.get('factors', [1, 1, 1, 1, 1, 1, 1, 1]) |
|
96 | self.factors = kwargs.get('factors', [1, 1, 1, 1, 1, 1, 1, 1]) | |
| 97 | self.titles = kwargs.get('titles', []) |
|
97 | self.titles = kwargs.get('titles', []) | |
| 98 | self.polar = False |
|
98 | self.polar = False | |
| 99 |
|
99 | |||
| 100 | def __fmtTime(self, x, pos): |
|
100 | def __fmtTime(self, x, pos): | |
| 101 | ''' |
|
101 | ''' | |
| 102 | ''' |
|
102 | ''' | |
| 103 |
|
103 | |||
| 104 | return '{}'.format(self.getDateTime(x).strftime('%H:%M')) |
|
104 | return '{}'.format(self.getDateTime(x).strftime('%H:%M')) | |
| 105 |
|
105 | |||
| 106 | def __setup(self): |
|
106 | def __setup(self): | |
| 107 | ''' |
|
107 | ''' | |
| 108 | Common setup for all figures, here figures and axes are created |
|
108 | Common setup for all figures, here figures and axes are created | |
| 109 | ''' |
|
109 | ''' | |
| 110 |
|
110 | |||
| 111 | if self.CODE not in self.data: |
|
111 | if self.CODE not in self.data: | |
| 112 | raise ValueError(log.error('Missing data for {}'.format(self.CODE), |
|
112 | raise ValueError(log.error('Missing data for {}'.format(self.CODE), | |
| 113 | self.name)) |
|
113 | self.name)) | |
| 114 |
|
114 | |||
| 115 | self.setup() |
|
115 | self.setup() | |
| 116 |
|
116 | |||
| 117 | self.time_label = 'LT' if self.localtime else 'UTC' |
|
117 | self.time_label = 'LT' if self.localtime else 'UTC' | |
| 118 | if self.data.localtime: |
|
118 | if self.data.localtime: | |
| 119 | self.getDateTime = datetime.datetime.fromtimestamp |
|
119 | self.getDateTime = datetime.datetime.fromtimestamp | |
| 120 | else: |
|
120 | else: | |
| 121 | self.getDateTime = datetime.datetime.utcfromtimestamp |
|
121 | self.getDateTime = datetime.datetime.utcfromtimestamp | |
| 122 |
|
122 | |||
| 123 | if self.width is None: |
|
123 | if self.width is None: | |
| 124 | self.width = 8 |
|
124 | self.width = 8 | |
| 125 |
|
125 | |||
| 126 | self.figures = [] |
|
126 | self.figures = [] | |
| 127 | self.axes = [] |
|
127 | self.axes = [] | |
| 128 | self.cb_axes = [] |
|
128 | self.cb_axes = [] | |
| 129 | self.pf_axes = [] |
|
129 | self.pf_axes = [] | |
| 130 | self.cmaps = [] |
|
130 | self.cmaps = [] | |
| 131 |
|
131 | |||
| 132 | size = '15%' if self.ncols == 1 else '30%' |
|
132 | size = '15%' if self.ncols == 1 else '30%' | |
| 133 | pad = '4%' if self.ncols == 1 else '8%' |
|
133 | pad = '4%' if self.ncols == 1 else '8%' | |
| 134 |
|
134 | |||
| 135 | if self.oneFigure: |
|
135 | if self.oneFigure: | |
| 136 | if self.height is None: |
|
136 | if self.height is None: | |
| 137 | self.height = 1.4 * self.nrows + 1 |
|
137 | self.height = 1.4 * self.nrows + 1 | |
| 138 | fig = plt.figure(figsize=(self.width, self.height), |
|
138 | fig = plt.figure(figsize=(self.width, self.height), | |
| 139 | edgecolor='k', |
|
139 | edgecolor='k', | |
| 140 | facecolor='w') |
|
140 | facecolor='w') | |
| 141 | self.figures.append(fig) |
|
141 | self.figures.append(fig) | |
| 142 | for n in range(self.nplots): |
|
142 | for n in range(self.nplots): | |
| 143 | ax = fig.add_subplot(self.nrows, self.ncols, |
|
143 | ax = fig.add_subplot(self.nrows, self.ncols, | |
| 144 | n + 1, polar=self.polar) |
|
144 | n + 1, polar=self.polar) | |
| 145 | ax.tick_params(labelsize=8) |
|
145 | ax.tick_params(labelsize=8) | |
| 146 | ax.firsttime = True |
|
146 | ax.firsttime = True | |
| 147 | ax.index = 0 |
|
147 | ax.index = 0 | |
| 148 | ax.press = None |
|
148 | ax.press = None | |
| 149 | self.axes.append(ax) |
|
149 | self.axes.append(ax) | |
| 150 | if self.showprofile: |
|
150 | if self.showprofile: | |
| 151 | cax = self.__add_axes(ax, size=size, pad=pad) |
|
151 | cax = self.__add_axes(ax, size=size, pad=pad) | |
| 152 | cax.tick_params(labelsize=8) |
|
152 | cax.tick_params(labelsize=8) | |
| 153 | self.pf_axes.append(cax) |
|
153 | self.pf_axes.append(cax) | |
| 154 | else: |
|
154 | else: | |
| 155 | if self.height is None: |
|
155 | if self.height is None: | |
| 156 | self.height = 3 |
|
156 | self.height = 3 | |
| 157 | for n in range(self.nplots): |
|
157 | for n in range(self.nplots): | |
| 158 | fig = plt.figure(figsize=(self.width, self.height), |
|
158 | fig = plt.figure(figsize=(self.width, self.height), | |
| 159 | edgecolor='k', |
|
159 | edgecolor='k', | |
| 160 | facecolor='w') |
|
160 | facecolor='w') | |
| 161 | ax = fig.add_subplot(1, 1, 1, polar=self.polar) |
|
161 | ax = fig.add_subplot(1, 1, 1, polar=self.polar) | |
| 162 | ax.tick_params(labelsize=8) |
|
162 | ax.tick_params(labelsize=8) | |
| 163 | ax.firsttime = True |
|
163 | ax.firsttime = True | |
| 164 | ax.index = 0 |
|
164 | ax.index = 0 | |
| 165 | ax.press = None |
|
165 | ax.press = None | |
| 166 | self.figures.append(fig) |
|
166 | self.figures.append(fig) | |
| 167 | self.axes.append(ax) |
|
167 | self.axes.append(ax) | |
| 168 | if self.showprofile: |
|
168 | if self.showprofile: | |
| 169 | cax = self.__add_axes(ax, size=size, pad=pad) |
|
169 | cax = self.__add_axes(ax, size=size, pad=pad) | |
| 170 | cax.tick_params(labelsize=8) |
|
170 | cax.tick_params(labelsize=8) | |
| 171 | self.pf_axes.append(cax) |
|
171 | self.pf_axes.append(cax) | |
| 172 |
|
172 | |||
| 173 | for n in range(self.nrows): |
|
173 | for n in range(self.nrows): | |
| 174 | if self.colormaps is not None: |
|
174 | if self.colormaps is not None: | |
| 175 | cmap = plt.get_cmap(self.colormaps[n]) |
|
175 | cmap = plt.get_cmap(self.colormaps[n]) | |
| 176 | else: |
|
176 | else: | |
| 177 | cmap = plt.get_cmap(self.colormap) |
|
177 | cmap = plt.get_cmap(self.colormap) | |
| 178 | cmap.set_bad(self.bgcolor, 1.) |
|
178 | cmap.set_bad(self.bgcolor, 1.) | |
| 179 | self.cmaps.append(cmap) |
|
179 | self.cmaps.append(cmap) | |
| 180 |
|
180 | |||
| 181 | for fig in self.figures: |
|
181 | for fig in self.figures: | |
| 182 | fig.canvas.mpl_connect('key_press_event', self.OnKeyPress) |
|
182 | fig.canvas.mpl_connect('key_press_event', self.OnKeyPress) | |
| 183 | fig.canvas.mpl_connect('scroll_event', self.OnBtnScroll) |
|
183 | fig.canvas.mpl_connect('scroll_event', self.OnBtnScroll) | |
| 184 | fig.canvas.mpl_connect('button_press_event', self.onBtnPress) |
|
184 | fig.canvas.mpl_connect('button_press_event', self.onBtnPress) | |
| 185 | fig.canvas.mpl_connect('motion_notify_event', self.onMotion) |
|
185 | fig.canvas.mpl_connect('motion_notify_event', self.onMotion) | |
| 186 | fig.canvas.mpl_connect('button_release_event', self.onBtnRelease) |
|
186 | fig.canvas.mpl_connect('button_release_event', self.onBtnRelease) | |
| 187 | if self.show: |
|
187 | if self.show: | |
| 188 | fig.show() |
|
188 | fig.show() | |
| 189 |
|
189 | |||
| 190 | def OnKeyPress(self, event): |
|
190 | def OnKeyPress(self, event): | |
| 191 | ''' |
|
191 | ''' | |
| 192 | Event for pressing keys (up, down) change colormap |
|
192 | Event for pressing keys (up, down) change colormap | |
| 193 | ''' |
|
193 | ''' | |
| 194 | ax = event.inaxes |
|
194 | ax = event.inaxes | |
| 195 | if ax in self.axes: |
|
195 | if ax in self.axes: | |
| 196 | if event.key == 'down': |
|
196 | if event.key == 'down': | |
| 197 | ax.index += 1 |
|
197 | ax.index += 1 | |
| 198 | elif event.key == 'up': |
|
198 | elif event.key == 'up': | |
| 199 | ax.index -= 1 |
|
199 | ax.index -= 1 | |
| 200 | if ax.index < 0: |
|
200 | if ax.index < 0: | |
| 201 | ax.index = len(CMAPS) - 1 |
|
201 | ax.index = len(CMAPS) - 1 | |
| 202 | elif ax.index == len(CMAPS): |
|
202 | elif ax.index == len(CMAPS): | |
| 203 | ax.index = 0 |
|
203 | ax.index = 0 | |
| 204 | cmap = CMAPS[ax.index] |
|
204 | cmap = CMAPS[ax.index] | |
| 205 | ax.cbar.set_cmap(cmap) |
|
205 | ax.cbar.set_cmap(cmap) | |
| 206 | ax.cbar.draw_all() |
|
206 | ax.cbar.draw_all() | |
| 207 | ax.plt.set_cmap(cmap) |
|
207 | ax.plt.set_cmap(cmap) | |
| 208 | ax.cbar.patch.figure.canvas.draw() |
|
208 | ax.cbar.patch.figure.canvas.draw() | |
| 209 | self.colormap = cmap.name |
|
209 | self.colormap = cmap.name | |
| 210 |
|
210 | |||
| 211 | def OnBtnScroll(self, event): |
|
211 | def OnBtnScroll(self, event): | |
| 212 | ''' |
|
212 | ''' | |
| 213 | Event for scrolling, scale figure |
|
213 | Event for scrolling, scale figure | |
| 214 | ''' |
|
214 | ''' | |
| 215 | cb_ax = event.inaxes |
|
215 | cb_ax = event.inaxes | |
| 216 | if cb_ax in [ax.cbar.ax for ax in self.axes if ax.cbar]: |
|
216 | if cb_ax in [ax.cbar.ax for ax in self.axes if ax.cbar]: | |
| 217 | ax = [ax for ax in self.axes if cb_ax == ax.cbar.ax][0] |
|
217 | ax = [ax for ax in self.axes if cb_ax == ax.cbar.ax][0] | |
| 218 | pt = ax.cbar.ax.bbox.get_points()[:, 1] |
|
218 | pt = ax.cbar.ax.bbox.get_points()[:, 1] | |
| 219 | nrm = ax.cbar.norm |
|
219 | nrm = ax.cbar.norm | |
| 220 | vmin, vmax, p0, p1, pS = ( |
|
220 | vmin, vmax, p0, p1, pS = ( | |
| 221 | nrm.vmin, nrm.vmax, pt[0], pt[1], event.y) |
|
221 | nrm.vmin, nrm.vmax, pt[0], pt[1], event.y) | |
| 222 | scale = 2 if event.step == 1 else 0.5 |
|
222 | scale = 2 if event.step == 1 else 0.5 | |
| 223 | point = vmin + (vmax - vmin) / (p1 - p0) * (pS - p0) |
|
223 | point = vmin + (vmax - vmin) / (p1 - p0) * (pS - p0) | |
| 224 | ax.cbar.norm.vmin = point - scale * (point - vmin) |
|
224 | ax.cbar.norm.vmin = point - scale * (point - vmin) | |
| 225 | ax.cbar.norm.vmax = point - scale * (point - vmax) |
|
225 | ax.cbar.norm.vmax = point - scale * (point - vmax) | |
| 226 | ax.plt.set_norm(ax.cbar.norm) |
|
226 | ax.plt.set_norm(ax.cbar.norm) | |
| 227 | ax.cbar.draw_all() |
|
227 | ax.cbar.draw_all() | |
| 228 | ax.cbar.patch.figure.canvas.draw() |
|
228 | ax.cbar.patch.figure.canvas.draw() | |
| 229 |
|
229 | |||
| 230 | def onBtnPress(self, event): |
|
230 | def onBtnPress(self, event): | |
| 231 | ''' |
|
231 | ''' | |
| 232 | Event for mouse button press |
|
232 | Event for mouse button press | |
| 233 | ''' |
|
233 | ''' | |
| 234 | cb_ax = event.inaxes |
|
234 | cb_ax = event.inaxes | |
| 235 | if cb_ax is None: |
|
235 | if cb_ax is None: | |
| 236 | return |
|
236 | return | |
| 237 |
|
237 | |||
| 238 | if cb_ax in [ax.cbar.ax for ax in self.axes if ax.cbar]: |
|
238 | if cb_ax in [ax.cbar.ax for ax in self.axes if ax.cbar]: | |
| 239 | cb_ax.press = event.x, event.y |
|
239 | cb_ax.press = event.x, event.y | |
| 240 | else: |
|
240 | else: | |
| 241 | cb_ax.press = None |
|
241 | cb_ax.press = None | |
| 242 |
|
242 | |||
| 243 | def onMotion(self, event): |
|
243 | def onMotion(self, event): | |
| 244 | ''' |
|
244 | ''' | |
| 245 | Event for move inside colorbar |
|
245 | Event for move inside colorbar | |
| 246 | ''' |
|
246 | ''' | |
| 247 | cb_ax = event.inaxes |
|
247 | cb_ax = event.inaxes | |
| 248 | if cb_ax is None: |
|
248 | if cb_ax is None: | |
| 249 | return |
|
249 | return | |
| 250 | if cb_ax not in [ax.cbar.ax for ax in self.axes if ax.cbar]: |
|
250 | if cb_ax not in [ax.cbar.ax for ax in self.axes if ax.cbar]: | |
| 251 | return |
|
251 | return | |
| 252 | if cb_ax.press is None: |
|
252 | if cb_ax.press is None: | |
| 253 | return |
|
253 | return | |
| 254 |
|
254 | |||
| 255 | ax = [ax for ax in self.axes if cb_ax == ax.cbar.ax][0] |
|
255 | ax = [ax for ax in self.axes if cb_ax == ax.cbar.ax][0] | |
| 256 | xprev, yprev = cb_ax.press |
|
256 | xprev, yprev = cb_ax.press | |
| 257 | dx = event.x - xprev |
|
257 | dx = event.x - xprev | |
| 258 | dy = event.y - yprev |
|
258 | dy = event.y - yprev | |
| 259 | cb_ax.press = event.x, event.y |
|
259 | cb_ax.press = event.x, event.y | |
| 260 | scale = ax.cbar.norm.vmax - ax.cbar.norm.vmin |
|
260 | scale = ax.cbar.norm.vmax - ax.cbar.norm.vmin | |
| 261 | perc = 0.03 |
|
261 | perc = 0.03 | |
| 262 |
|
262 | |||
| 263 | if event.button == 1: |
|
263 | if event.button == 1: | |
| 264 | ax.cbar.norm.vmin -= (perc * scale) * numpy.sign(dy) |
|
264 | ax.cbar.norm.vmin -= (perc * scale) * numpy.sign(dy) | |
| 265 | ax.cbar.norm.vmax -= (perc * scale) * numpy.sign(dy) |
|
265 | ax.cbar.norm.vmax -= (perc * scale) * numpy.sign(dy) | |
| 266 | elif event.button == 3: |
|
266 | elif event.button == 3: | |
| 267 | ax.cbar.norm.vmin -= (perc * scale) * numpy.sign(dy) |
|
267 | ax.cbar.norm.vmin -= (perc * scale) * numpy.sign(dy) | |
| 268 | ax.cbar.norm.vmax += (perc * scale) * numpy.sign(dy) |
|
268 | ax.cbar.norm.vmax += (perc * scale) * numpy.sign(dy) | |
| 269 |
|
269 | |||
| 270 | ax.cbar.draw_all() |
|
270 | ax.cbar.draw_all() | |
| 271 | ax.plt.set_norm(ax.cbar.norm) |
|
271 | ax.plt.set_norm(ax.cbar.norm) | |
| 272 | ax.cbar.patch.figure.canvas.draw() |
|
272 | ax.cbar.patch.figure.canvas.draw() | |
| 273 |
|
273 | |||
| 274 | def onBtnRelease(self, event): |
|
274 | def onBtnRelease(self, event): | |
| 275 | ''' |
|
275 | ''' | |
| 276 | Event for mouse button release |
|
276 | Event for mouse button release | |
| 277 | ''' |
|
277 | ''' | |
| 278 | cb_ax = event.inaxes |
|
278 | cb_ax = event.inaxes | |
| 279 | if cb_ax is not None: |
|
279 | if cb_ax is not None: | |
| 280 | cb_ax.press = None |
|
280 | cb_ax.press = None | |
| 281 |
|
281 | |||
| 282 | def __add_axes(self, ax, size='30%', pad='8%'): |
|
282 | def __add_axes(self, ax, size='30%', pad='8%'): | |
| 283 | ''' |
|
283 | ''' | |
| 284 | Add new axes to the given figure |
|
284 | Add new axes to the given figure | |
| 285 | ''' |
|
285 | ''' | |
| 286 | divider = make_axes_locatable(ax) |
|
286 | divider = make_axes_locatable(ax) | |
| 287 | nax = divider.new_horizontal(size=size, pad=pad) |
|
287 | nax = divider.new_horizontal(size=size, pad=pad) | |
| 288 | ax.figure.add_axes(nax) |
|
288 | ax.figure.add_axes(nax) | |
| 289 | return nax |
|
289 | return nax | |
| 290 |
|
290 | |||
| 291 | self.setup() |
|
291 | self.setup() | |
| 292 |
|
292 | |||
| 293 | def setup(self): |
|
293 | def setup(self): | |
| 294 | ''' |
|
294 | ''' | |
| 295 | This method should be implemented in the child class, the following |
|
295 | This method should be implemented in the child class, the following | |
| 296 | attributes should be set: |
|
296 | attributes should be set: | |
| 297 |
|
297 | |||
| 298 | self.nrows: number of rows |
|
298 | self.nrows: number of rows | |
| 299 | self.ncols: number of cols |
|
299 | self.ncols: number of cols | |
| 300 | self.nplots: number of plots (channels or pairs) |
|
300 | self.nplots: number of plots (channels or pairs) | |
| 301 | self.ylabel: label for Y axes |
|
301 | self.ylabel: label for Y axes | |
| 302 | self.titles: list of axes title |
|
302 | self.titles: list of axes title | |
| 303 |
|
303 | |||
| 304 | ''' |
|
304 | ''' | |
| 305 | raise(NotImplementedError, 'Implement this method in child class') |
|
305 | raise(NotImplementedError, 'Implement this method in child class') | |
| 306 |
|
306 | |||
| 307 | def fill_gaps(self, x_buffer, y_buffer, z_buffer): |
|
307 | def fill_gaps(self, x_buffer, y_buffer, z_buffer): | |
| 308 | ''' |
|
308 | ''' | |
| 309 | Create a masked array for missing data |
|
309 | Create a masked array for missing data | |
| 310 | ''' |
|
310 | ''' | |
| 311 | if x_buffer.shape[0] < 2: |
|
311 | if x_buffer.shape[0] < 2: | |
| 312 | return x_buffer, y_buffer, z_buffer |
|
312 | return x_buffer, y_buffer, z_buffer | |
| 313 |
|
313 | |||
| 314 | deltas = x_buffer[1:] - x_buffer[0:-1] |
|
314 | deltas = x_buffer[1:] - x_buffer[0:-1] | |
| 315 | x_median = numpy.median(deltas) |
|
315 | x_median = numpy.median(deltas) | |
| 316 |
|
316 | |||
| 317 | index = numpy.where(deltas > 5 * x_median) |
|
317 | index = numpy.where(deltas > 5 * x_median) | |
| 318 |
|
318 | |||
| 319 | if len(index[0]) != 0: |
|
319 | if len(index[0]) != 0: | |
| 320 | z_buffer[::, index[0], ::] = self.__missing |
|
320 | z_buffer[::, index[0], ::] = self.__missing | |
| 321 | z_buffer = numpy.ma.masked_inside(z_buffer, |
|
321 | z_buffer = numpy.ma.masked_inside(z_buffer, | |
| 322 | 0.99 * self.__missing, |
|
322 | 0.99 * self.__missing, | |
| 323 | 1.01 * self.__missing) |
|
323 | 1.01 * self.__missing) | |
| 324 |
|
324 | |||
| 325 | return x_buffer, y_buffer, z_buffer |
|
325 | return x_buffer, y_buffer, z_buffer | |
| 326 |
|
326 | |||
| 327 | def decimate(self): |
|
327 | def decimate(self): | |
| 328 |
|
328 | |||
| 329 | # dx = int(len(self.x)/self.__MAXNUMX) + 1 |
|
329 | # dx = int(len(self.x)/self.__MAXNUMX) + 1 | |
| 330 | dy = int(len(self.y) / self.decimation) + 1 |
|
330 | dy = int(len(self.y) / self.decimation) + 1 | |
| 331 |
|
331 | |||
| 332 | # x = self.x[::dx] |
|
332 | # x = self.x[::dx] | |
| 333 | x = self.x |
|
333 | x = self.x | |
| 334 | y = self.y[::dy] |
|
334 | y = self.y[::dy] | |
| 335 | z = self.z[::, ::, ::dy] |
|
335 | z = self.z[::, ::, ::dy] | |
| 336 |
|
336 | |||
| 337 | return x, y, z |
|
337 | return x, y, z | |
| 338 |
|
338 | |||
| 339 | def format(self): |
|
339 | def format(self): | |
| 340 | ''' |
|
340 | ''' | |
| 341 | Set min and max values, labels, ticks and titles |
|
341 | Set min and max values, labels, ticks and titles | |
| 342 | ''' |
|
342 | ''' | |
| 343 |
|
343 | |||
| 344 | if self.xmin is None: |
|
344 | if self.xmin is None: | |
| 345 | xmin = self.min_time |
|
345 | xmin = self.min_time | |
| 346 | else: |
|
346 | else: | |
| 347 | if self.xaxis is 'time': |
|
347 | if self.xaxis is 'time': | |
| 348 | dt = self.getDateTime(self.min_time) |
|
348 | dt = self.getDateTime(self.min_time) | |
| 349 | xmin = (dt.replace(hour=int(self.xmin), minute=0, second=0) - |
|
349 | xmin = (dt.replace(hour=int(self.xmin), minute=0, second=0) - | |
| 350 | datetime.datetime(1970, 1, 1)).total_seconds() |
|
350 | datetime.datetime(1970, 1, 1)).total_seconds() | |
| 351 | if self.data.localtime: |
|
351 | if self.data.localtime: | |
| 352 | xmin += time.timezone |
|
352 | xmin += time.timezone | |
| 353 | else: |
|
353 | else: | |
| 354 | xmin = self.xmin |
|
354 | xmin = self.xmin | |
| 355 |
|
355 | |||
| 356 | if self.xmax is None: |
|
356 | if self.xmax is None: | |
| 357 | xmax = xmin + self.xrange * 60 * 60 |
|
357 | xmax = xmin + self.xrange * 60 * 60 | |
| 358 | else: |
|
358 | else: | |
| 359 | if self.xaxis is 'time': |
|
359 | if self.xaxis is 'time': | |
| 360 | dt = self.getDateTime(self.max_time) |
|
360 | dt = self.getDateTime(self.max_time) | |
| 361 | xmax = (dt.replace(hour=int(self.xmax), minute=59, second=59) - |
|
361 | xmax = (dt.replace(hour=int(self.xmax), minute=59, second=59) - | |
| 362 | datetime.datetime(1970, 1, 1) + datetime.timedelta(seconds=1)).total_seconds() |
|
362 | datetime.datetime(1970, 1, 1) + datetime.timedelta(seconds=1)).total_seconds() | |
| 363 | if self.data.localtime: |
|
363 | if self.data.localtime: | |
| 364 | xmax += time.timezone |
|
364 | xmax += time.timezone | |
| 365 | else: |
|
365 | else: | |
| 366 | xmax = self.xmax |
|
366 | xmax = self.xmax | |
| 367 |
|
367 | |||
| 368 | ymin = self.ymin if self.ymin else numpy.nanmin(self.y) |
|
368 | ymin = self.ymin if self.ymin else numpy.nanmin(self.y) | |
| 369 | ymax = self.ymax if self.ymax else numpy.nanmax(self.y) |
|
369 | ymax = self.ymax if self.ymax else numpy.nanmax(self.y) | |
| 370 |
|
370 | |||
| 371 | Y = numpy.array([5, 10, 20, 50, 100, 200, 500, 1000, 2000]) |
|
371 | Y = numpy.array([5, 10, 20, 50, 100, 200, 500, 1000, 2000]) | |
| 372 | i = 1 if numpy.where(ymax-ymin < Y)[0][0] < 0 else numpy.where(ymax-ymin < Y)[0][0] |
|
372 | i = 1 if numpy.where(ymax-ymin < Y)[0][0] < 0 else numpy.where(ymax-ymin < Y)[0][0] | |
| 373 | ystep = Y[i] / 5 |
|
373 | ystep = Y[i] / 5 | |
| 374 |
|
374 | |||
| 375 | for n, ax in enumerate(self.axes): |
|
375 | for n, ax in enumerate(self.axes): | |
| 376 | if ax.firsttime: |
|
376 | if ax.firsttime: | |
| 377 | ax.set_facecolor(self.bgcolor) |
|
377 | ax.set_facecolor(self.bgcolor) | |
| 378 | ax.yaxis.set_major_locator(MultipleLocator(ystep)) |
|
378 | ax.yaxis.set_major_locator(MultipleLocator(ystep)) | |
| 379 | if self.xaxis is 'time': |
|
379 | if self.xaxis is 'time': | |
| 380 | ax.xaxis.set_major_formatter(FuncFormatter(self.__fmtTime)) |
|
380 | ax.xaxis.set_major_formatter(FuncFormatter(self.__fmtTime)) | |
| 381 | ax.xaxis.set_major_locator(LinearLocator(9)) |
|
381 | ax.xaxis.set_major_locator(LinearLocator(9)) | |
| 382 | if self.xlabel is not None: |
|
382 | if self.xlabel is not None: | |
| 383 | ax.set_xlabel(self.xlabel) |
|
383 | ax.set_xlabel(self.xlabel) | |
| 384 | ax.set_ylabel(self.ylabel) |
|
384 | ax.set_ylabel(self.ylabel) | |
| 385 | ax.firsttime = False |
|
385 | ax.firsttime = False | |
| 386 | if self.showprofile: |
|
386 | if self.showprofile: | |
| 387 | self.pf_axes[n].set_ylim(ymin, ymax) |
|
387 | self.pf_axes[n].set_ylim(ymin, ymax) | |
| 388 | self.pf_axes[n].set_xlim(self.zmin, self.zmax) |
|
388 | self.pf_axes[n].set_xlim(self.zmin, self.zmax) | |
| 389 | self.pf_axes[n].set_xlabel('dB') |
|
389 | self.pf_axes[n].set_xlabel('dB') | |
| 390 | self.pf_axes[n].grid(b=True, axis='x') |
|
390 | self.pf_axes[n].grid(b=True, axis='x') | |
| 391 | [tick.set_visible(False) |
|
391 | [tick.set_visible(False) | |
| 392 | for tick in self.pf_axes[n].get_yticklabels()] |
|
392 | for tick in self.pf_axes[n].get_yticklabels()] | |
| 393 | if self.colorbar: |
|
393 | if self.colorbar: | |
| 394 | ax.cbar = plt.colorbar( |
|
394 | ax.cbar = plt.colorbar( | |
| 395 | ax.plt, ax=ax, fraction=0.05, pad=0.02, aspect=10) |
|
395 | ax.plt, ax=ax, fraction=0.05, pad=0.02, aspect=10) | |
| 396 | ax.cbar.ax.tick_params(labelsize=8) |
|
396 | ax.cbar.ax.tick_params(labelsize=8) | |
| 397 | ax.cbar.ax.press = None |
|
397 | ax.cbar.ax.press = None | |
| 398 | if self.cb_label: |
|
398 | if self.cb_label: | |
| 399 | ax.cbar.set_label(self.cb_label, size=8) |
|
399 | ax.cbar.set_label(self.cb_label, size=8) | |
| 400 | elif self.cb_labels: |
|
400 | elif self.cb_labels: | |
| 401 | ax.cbar.set_label(self.cb_labels[n], size=8) |
|
401 | ax.cbar.set_label(self.cb_labels[n], size=8) | |
| 402 | else: |
|
402 | else: | |
| 403 | ax.cbar = None |
|
403 | ax.cbar = None | |
| 404 |
|
404 | |||
| 405 | if not self.polar: |
|
405 | if not self.polar: | |
| 406 | ax.set_xlim(xmin, xmax) |
|
406 | ax.set_xlim(xmin, xmax) | |
| 407 | ax.set_ylim(ymin, ymax) |
|
407 | ax.set_ylim(ymin, ymax) | |
| 408 | ax.set_title('{} - {} {}'.format( |
|
408 | ax.set_title('{} - {} {}'.format( | |
| 409 | self.titles[n], |
|
409 | self.titles[n], | |
| 410 | self.getDateTime(self.max_time).strftime('%H:%M:%S'), |
|
410 | self.getDateTime(self.max_time).strftime('%H:%M:%S'), | |
| 411 | self.time_label), |
|
411 | self.time_label), | |
| 412 | size=8) |
|
412 | size=8) | |
| 413 | else: |
|
413 | else: | |
| 414 | ax.set_title('{}'.format(self.titles[n]), size=8) |
|
414 | ax.set_title('{}'.format(self.titles[n]), size=8) | |
| 415 | ax.set_ylim(0, 90) |
|
415 | ax.set_ylim(0, 90) | |
| 416 | ax.set_yticks(numpy.arange(0, 90, 20)) |
|
416 | ax.set_yticks(numpy.arange(0, 90, 20)) | |
| 417 | ax.yaxis.labelpad = 40 |
|
417 | ax.yaxis.labelpad = 40 | |
| 418 |
|
418 | |||
| 419 | def __plot(self): |
|
419 | def __plot(self): | |
| 420 | ''' |
|
420 | ''' | |
| 421 | ''' |
|
421 | ''' | |
| 422 | log.success('Plotting', self.name) |
|
422 | log.success('Plotting', self.name) | |
| 423 |
|
423 | |||
| 424 | self.plot() |
|
424 | try: | |
| 425 |
self. |
|
425 | self.plot() | |
|
|
426 | self.format() | |||
|
|
427 | except: | |||
|
|
428 | log.warning('{} Plot could not be updated... check data'.format(self.CODE), self.name) | |||
| 426 |
|
429 | |||
| 427 | for n, fig in enumerate(self.figures): |
|
430 | for n, fig in enumerate(self.figures): | |
| 428 | if self.nrows == 0 or self.nplots == 0: |
|
431 | if self.nrows == 0 or self.nplots == 0: | |
| 429 | log.warning('No data', self.name) |
|
432 | log.warning('No data', self.name) | |
| 430 | fig.text(0.5, 0.5, 'No Data', fontsize='large', ha='center') |
|
433 | fig.text(0.5, 0.5, 'No Data', fontsize='large', ha='center') | |
| 431 | fig.canvas.manager.set_window_title(self.CODE) |
|
434 | fig.canvas.manager.set_window_title(self.CODE) | |
| 432 | continue |
|
435 | continue | |
| 433 |
|
436 | |||
| 434 | fig.tight_layout() |
|
437 | fig.tight_layout() | |
| 435 | fig.canvas.manager.set_window_title('{} - {}'.format(self.title, |
|
438 | fig.canvas.manager.set_window_title('{} - {}'.format(self.title, | |
| 436 | self.getDateTime(self.max_time).strftime('%Y/%m/%d'))) |
|
439 | self.getDateTime(self.max_time).strftime('%Y/%m/%d'))) | |
| 437 | fig.canvas.draw() |
|
440 | fig.canvas.draw() | |
| 438 |
|
441 | |||
| 439 | if self.save and self.data.ended: |
|
442 | if self.save and self.data.ended: | |
| 440 | channels = range(self.nrows) |
|
443 | channels = range(self.nrows) | |
| 441 | if self.oneFigure: |
|
444 | if self.oneFigure: | |
| 442 | label = '' |
|
445 | label = '' | |
| 443 | else: |
|
446 | else: | |
| 444 | label = '_{}'.format(channels[n]) |
|
447 | label = '_{}'.format(channels[n]) | |
| 445 | figname = os.path.join( |
|
448 | figname = os.path.join( | |
| 446 | self.save, |
|
449 | self.save, | |
| 447 | '{}{}_{}.png'.format( |
|
450 | '{}{}_{}.png'.format( | |
| 448 | self.CODE, |
|
451 | self.CODE, | |
| 449 | label, |
|
452 | label, | |
| 450 | self.getDateTime(self.saveTime).strftime( |
|
453 | self.getDateTime(self.saveTime).strftime( | |
| 451 | '%y%m%d_%H%M%S'), |
|
454 | '%y%m%d_%H%M%S'), | |
| 452 | ) |
|
455 | ) | |
| 453 | ) |
|
456 | ) | |
| 454 | log.log('Saving figure: {}'.format(figname), self.name) |
|
457 | log.log('Saving figure: {}'.format(figname), self.name) | |
| 455 | fig.savefig(figname) |
|
458 | fig.savefig(figname) | |
| 456 |
|
459 | |||
| 457 | def plot(self): |
|
460 | def plot(self): | |
| 458 | ''' |
|
461 | ''' | |
| 459 | ''' |
|
462 | ''' | |
| 460 | raise(NotImplementedError, 'Implement this method in child class') |
|
463 | raise(NotImplementedError, 'Implement this method in child class') | |
| 461 |
|
464 | |||
| 462 | def run(self): |
|
465 | def run(self): | |
| 463 |
|
466 | |||
| 464 | log.success('Starting', self.name) |
|
467 | log.success('Starting', self.name) | |
| 465 |
|
468 | |||
| 466 | context = zmq.Context() |
|
469 | context = zmq.Context() | |
| 467 | receiver = context.socket(zmq.SUB) |
|
470 | receiver = context.socket(zmq.SUB) | |
| 468 | receiver.setsockopt(zmq.SUBSCRIBE, '') |
|
471 | receiver.setsockopt(zmq.SUBSCRIBE, '') | |
| 469 | receiver.setsockopt(zmq.CONFLATE, self.CONFLATE) |
|
472 | receiver.setsockopt(zmq.CONFLATE, self.CONFLATE) | |
| 470 |
|
473 | |||
| 471 | if 'server' in self.kwargs['parent']: |
|
474 | if 'server' in self.kwargs['parent']: | |
| 472 | receiver.connect( |
|
475 | receiver.connect( | |
| 473 | 'ipc:///tmp/{}.plots'.format(self.kwargs['parent']['server'])) |
|
476 | 'ipc:///tmp/{}.plots'.format(self.kwargs['parent']['server'])) | |
| 474 | else: |
|
477 | else: | |
| 475 | receiver.connect("ipc:///tmp/zmq.plots") |
|
478 | receiver.connect("ipc:///tmp/zmq.plots") | |
| 476 |
|
479 | |||
| 477 | while True: |
|
480 | while True: | |
| 478 | try: |
|
481 | try: | |
| 479 | self.data = receiver.recv_pyobj(flags=zmq.NOBLOCK) |
|
482 | self.data = receiver.recv_pyobj(flags=zmq.NOBLOCK) | |
| 480 | if self.data.localtime and self.localtime: |
|
483 | if self.data.localtime and self.localtime: | |
| 481 | self.times = self.data.times |
|
484 | self.times = self.data.times | |
| 482 | elif self.data.localtime and not self.localtime: |
|
485 | elif self.data.localtime and not self.localtime: | |
| 483 | self.times = self.data.times + time.timezone |
|
486 | self.times = self.data.times + time.timezone | |
| 484 | elif not self.data.localtime and self.localtime: |
|
487 | elif not self.data.localtime and self.localtime: | |
| 485 | self.times = self.data.times - time.timezone |
|
488 | self.times = self.data.times - time.timezone | |
| 486 | else: |
|
489 | else: | |
| 487 | self.times = self.data.times |
|
490 | self.times = self.data.times | |
| 488 |
|
491 | |||
| 489 | self.min_time = self.times[0] |
|
492 | self.min_time = self.times[0] | |
| 490 | self.max_time = self.times[-1] |
|
493 | self.max_time = self.times[-1] | |
| 491 |
|
494 | |||
| 492 | if self.isConfig is False: |
|
495 | if self.isConfig is False: | |
| 493 | self.__setup() |
|
496 | self.__setup() | |
| 494 | self.isConfig = True |
|
497 | self.isConfig = True | |
| 495 |
|
498 | |||
| 496 | self.__plot() |
|
499 | self.__plot() | |
| 497 |
|
500 | |||
| 498 | except zmq.Again as e: |
|
501 | except zmq.Again as e: | |
| 499 | log.log('Waiting for data...') |
|
502 | log.log('Waiting for data...') | |
| 500 | if self.data: |
|
503 | if self.data: | |
| 501 | figpause(self.data.throttle) |
|
504 | figpause(self.data.throttle) | |
| 502 | else: |
|
505 | else: | |
| 503 | time.sleep(2) |
|
506 | time.sleep(2) | |
| 504 |
|
507 | |||
| 505 | def close(self): |
|
508 | def close(self): | |
| 506 | if self.data: |
|
509 | if self.data: | |
| 507 | self.__plot() |
|
510 | self.__plot() | |
| 508 |
|
511 | |||
| 509 |
|
512 | |||
| 510 | class PlotSpectraData(PlotData): |
|
513 | class PlotSpectraData(PlotData): | |
| 511 | ''' |
|
514 | ''' | |
| 512 | Plot for Spectra data |
|
515 | Plot for Spectra data | |
| 513 | ''' |
|
516 | ''' | |
| 514 |
|
517 | |||
| 515 | CODE = 'spc' |
|
518 | CODE = 'spc' | |
| 516 | colormap = 'jro' |
|
519 | colormap = 'jro' | |
| 517 |
|
520 | |||
| 518 | def setup(self): |
|
521 | def setup(self): | |
| 519 | self.nplots = len(self.data.channels) |
|
522 | self.nplots = len(self.data.channels) | |
| 520 | self.ncols = int(numpy.sqrt(self.nplots) + 0.9) |
|
523 | self.ncols = int(numpy.sqrt(self.nplots) + 0.9) | |
| 521 | self.nrows = int((1.0 * self.nplots / self.ncols) + 0.9) |
|
524 | self.nrows = int((1.0 * self.nplots / self.ncols) + 0.9) | |
| 522 | self.width = 3.4 * self.ncols |
|
525 | self.width = 3.4 * self.ncols | |
| 523 | self.height = 3 * self.nrows |
|
526 | self.height = 3 * self.nrows | |
| 524 | self.cb_label = 'dB' |
|
527 | self.cb_label = 'dB' | |
| 525 | if self.showprofile: |
|
528 | if self.showprofile: | |
| 526 | self.width += 0.8 * self.ncols |
|
529 | self.width += 0.8 * self.ncols | |
| 527 |
|
530 | |||
| 528 | self.ylabel = 'Range [Km]' |
|
531 | self.ylabel = 'Range [Km]' | |
| 529 |
|
532 | |||
| 530 | def plot(self): |
|
533 | def plot(self): | |
| 531 | if self.xaxis == "frequency": |
|
534 | if self.xaxis == "frequency": | |
| 532 | x = self.data.xrange[0] |
|
535 | x = self.data.xrange[0] | |
| 533 | self.xlabel = "Frequency (kHz)" |
|
536 | self.xlabel = "Frequency (kHz)" | |
| 534 | elif self.xaxis == "time": |
|
537 | elif self.xaxis == "time": | |
| 535 | x = self.data.xrange[1] |
|
538 | x = self.data.xrange[1] | |
| 536 | self.xlabel = "Time (ms)" |
|
539 | self.xlabel = "Time (ms)" | |
| 537 | else: |
|
540 | else: | |
| 538 | x = self.data.xrange[2] |
|
541 | x = self.data.xrange[2] | |
| 539 | self.xlabel = "Velocity (m/s)" |
|
542 | self.xlabel = "Velocity (m/s)" | |
| 540 |
|
543 | |||
| 541 | if self.CODE == 'spc_mean': |
|
544 | if self.CODE == 'spc_mean': | |
| 542 | x = self.data.xrange[2] |
|
545 | x = self.data.xrange[2] | |
| 543 | self.xlabel = "Velocity (m/s)" |
|
546 | self.xlabel = "Velocity (m/s)" | |
| 544 |
|
547 | |||
| 545 | self.titles = [] |
|
548 | self.titles = [] | |
| 546 |
|
549 | |||
| 547 | y = self.data.heights |
|
550 | y = self.data.heights | |
| 548 | self.y = y |
|
551 | self.y = y | |
| 549 | z = self.data['spc'] |
|
552 | z = self.data['spc'] | |
| 550 |
|
553 | |||
| 551 | for n, ax in enumerate(self.axes): |
|
554 | for n, ax in enumerate(self.axes): | |
| 552 | noise = self.data['noise'][n][-1] |
|
555 | noise = self.data['noise'][n][-1] | |
| 553 | if self.CODE == 'spc_mean': |
|
556 | if self.CODE == 'spc_mean': | |
| 554 | mean = self.data['mean'][n][-1] |
|
557 | mean = self.data['mean'][n][-1] | |
| 555 | if ax.firsttime: |
|
558 | if ax.firsttime: | |
| 556 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) |
|
559 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) | |
| 557 | self.xmin = self.xmin if self.xmin else -self.xmax |
|
560 | self.xmin = self.xmin if self.xmin else -self.xmax | |
| 558 | self.zmin = self.zmin if self.zmin else numpy.nanmin(z) |
|
561 | self.zmin = self.zmin if self.zmin else numpy.nanmin(z) | |
| 559 | self.zmax = self.zmax if self.zmax else numpy.nanmax(z) |
|
562 | self.zmax = self.zmax if self.zmax else numpy.nanmax(z) | |
| 560 | ax.plt = ax.pcolormesh(x, y, z[n].T, |
|
563 | ax.plt = ax.pcolormesh(x, y, z[n].T, | |
| 561 | vmin=self.zmin, |
|
564 | vmin=self.zmin, | |
| 562 | vmax=self.zmax, |
|
565 | vmax=self.zmax, | |
| 563 | cmap=plt.get_cmap(self.colormap) |
|
566 | cmap=plt.get_cmap(self.colormap) | |
| 564 | ) |
|
567 | ) | |
| 565 |
|
568 | |||
| 566 | if self.showprofile: |
|
569 | if self.showprofile: | |
| 567 | ax.plt_profile = self.pf_axes[n].plot( |
|
570 | ax.plt_profile = self.pf_axes[n].plot( | |
| 568 | self.data['rti'][n][-1], y)[0] |
|
571 | self.data['rti'][n][-1], y)[0] | |
| 569 | ax.plt_noise = self.pf_axes[n].plot(numpy.repeat(noise, len(y)), y, |
|
572 | ax.plt_noise = self.pf_axes[n].plot(numpy.repeat(noise, len(y)), y, | |
| 570 | color="k", linestyle="dashed", lw=1)[0] |
|
573 | color="k", linestyle="dashed", lw=1)[0] | |
| 571 | if self.CODE == 'spc_mean': |
|
574 | if self.CODE == 'spc_mean': | |
| 572 | ax.plt_mean = ax.plot(mean, y, color='k')[0] |
|
575 | ax.plt_mean = ax.plot(mean, y, color='k')[0] | |
| 573 | else: |
|
576 | else: | |
| 574 | ax.plt.set_array(z[n].T.ravel()) |
|
577 | ax.plt.set_array(z[n].T.ravel()) | |
| 575 | if self.showprofile: |
|
578 | if self.showprofile: | |
| 576 | ax.plt_profile.set_data(self.data['rti'][n][-1], y) |
|
579 | ax.plt_profile.set_data(self.data['rti'][n][-1], y) | |
| 577 | ax.plt_noise.set_data(numpy.repeat(noise, len(y)), y) |
|
580 | ax.plt_noise.set_data(numpy.repeat(noise, len(y)), y) | |
| 578 | if self.CODE == 'spc_mean': |
|
581 | if self.CODE == 'spc_mean': | |
| 579 | ax.plt_mean.set_data(mean, y) |
|
582 | ax.plt_mean.set_data(mean, y) | |
| 580 |
|
583 | |||
| 581 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) |
|
584 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) | |
| 582 | self.saveTime = self.max_time |
|
585 | self.saveTime = self.max_time | |
| 583 |
|
586 | |||
| 584 |
|
587 | |||
| 585 | class PlotCrossSpectraData(PlotData): |
|
588 | class PlotCrossSpectraData(PlotData): | |
| 586 |
|
589 | |||
| 587 | CODE = 'cspc' |
|
590 | CODE = 'cspc' | |
| 588 | zmin_coh = None |
|
591 | zmin_coh = None | |
| 589 | zmax_coh = None |
|
592 | zmax_coh = None | |
| 590 | zmin_phase = None |
|
593 | zmin_phase = None | |
| 591 | zmax_phase = None |
|
594 | zmax_phase = None | |
| 592 |
|
595 | |||
| 593 | def setup(self): |
|
596 | def setup(self): | |
| 594 |
|
597 | |||
| 595 | self.ncols = 4 |
|
598 | self.ncols = 4 | |
| 596 | self.nrows = len(self.data.pairs) |
|
599 | self.nrows = len(self.data.pairs) | |
| 597 | self.nplots = self.nrows * 4 |
|
600 | self.nplots = self.nrows * 4 | |
| 598 | self.width = 3.4 * self.ncols |
|
601 | self.width = 3.4 * self.ncols | |
| 599 | self.height = 3 * self.nrows |
|
602 | self.height = 3 * self.nrows | |
| 600 | self.ylabel = 'Range [Km]' |
|
603 | self.ylabel = 'Range [Km]' | |
| 601 | self.showprofile = False |
|
604 | self.showprofile = False | |
| 602 |
|
605 | |||
| 603 | def plot(self): |
|
606 | def plot(self): | |
| 604 |
|
607 | |||
| 605 | if self.xaxis == "frequency": |
|
608 | if self.xaxis == "frequency": | |
| 606 | x = self.data.xrange[0] |
|
609 | x = self.data.xrange[0] | |
| 607 | self.xlabel = "Frequency (kHz)" |
|
610 | self.xlabel = "Frequency (kHz)" | |
| 608 | elif self.xaxis == "time": |
|
611 | elif self.xaxis == "time": | |
| 609 | x = self.data.xrange[1] |
|
612 | x = self.data.xrange[1] | |
| 610 | self.xlabel = "Time (ms)" |
|
613 | self.xlabel = "Time (ms)" | |
| 611 | else: |
|
614 | else: | |
| 612 | x = self.data.xrange[2] |
|
615 | x = self.data.xrange[2] | |
| 613 | self.xlabel = "Velocity (m/s)" |
|
616 | self.xlabel = "Velocity (m/s)" | |
| 614 |
|
617 | |||
| 615 | self.titles = [] |
|
618 | self.titles = [] | |
| 616 |
|
619 | |||
| 617 | y = self.data.heights |
|
620 | y = self.data.heights | |
| 618 | self.y = y |
|
621 | self.y = y | |
| 619 | spc = self.data['spc'] |
|
622 | spc = self.data['spc'] | |
| 620 | cspc = self.data['cspc'] |
|
623 | cspc = self.data['cspc'] | |
| 621 |
|
624 | |||
| 622 | for n in range(self.nrows): |
|
625 | for n in range(self.nrows): | |
| 623 | noise = self.data['noise'][n][-1] |
|
626 | noise = self.data['noise'][n][-1] | |
| 624 | pair = self.data.pairs[n] |
|
627 | pair = self.data.pairs[n] | |
| 625 | ax = self.axes[4 * n] |
|
628 | ax = self.axes[4 * n] | |
| 626 | ax3 = self.axes[4 * n + 3] |
|
629 | ax3 = self.axes[4 * n + 3] | |
| 627 | if ax.firsttime: |
|
630 | if ax.firsttime: | |
| 628 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) |
|
631 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) | |
| 629 | self.xmin = self.xmin if self.xmin else -self.xmax |
|
632 | self.xmin = self.xmin if self.xmin else -self.xmax | |
| 630 | self.zmin = self.zmin if self.zmin else numpy.nanmin(spc) |
|
633 | self.zmin = self.zmin if self.zmin else numpy.nanmin(spc) | |
| 631 | self.zmax = self.zmax if self.zmax else numpy.nanmax(spc) |
|
634 | self.zmax = self.zmax if self.zmax else numpy.nanmax(spc) | |
| 632 | ax.plt = ax.pcolormesh(x, y, spc[pair[0]].T, |
|
635 | ax.plt = ax.pcolormesh(x, y, spc[pair[0]].T, | |
| 633 | vmin=self.zmin, |
|
636 | vmin=self.zmin, | |
| 634 | vmax=self.zmax, |
|
637 | vmax=self.zmax, | |
| 635 | cmap=plt.get_cmap(self.colormap) |
|
638 | cmap=plt.get_cmap(self.colormap) | |
| 636 | ) |
|
639 | ) | |
| 637 | else: |
|
640 | else: | |
| 638 | ax.plt.set_array(spc[pair[0]].T.ravel()) |
|
641 | ax.plt.set_array(spc[pair[0]].T.ravel()) | |
| 639 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) |
|
642 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) | |
| 640 |
|
643 | |||
| 641 | ax = self.axes[4 * n + 1] |
|
644 | ax = self.axes[4 * n + 1] | |
| 642 | if ax.firsttime: |
|
645 | if ax.firsttime: | |
| 643 | ax.plt = ax.pcolormesh(x, y, spc[pair[1]].T, |
|
646 | ax.plt = ax.pcolormesh(x, y, spc[pair[1]].T, | |
| 644 | vmin=self.zmin, |
|
647 | vmin=self.zmin, | |
| 645 | vmax=self.zmax, |
|
648 | vmax=self.zmax, | |
| 646 | cmap=plt.get_cmap(self.colormap) |
|
649 | cmap=plt.get_cmap(self.colormap) | |
| 647 | ) |
|
650 | ) | |
| 648 | else: |
|
651 | else: | |
| 649 | ax.plt.set_array(spc[pair[1]].T.ravel()) |
|
652 | ax.plt.set_array(spc[pair[1]].T.ravel()) | |
| 650 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) |
|
653 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) | |
| 651 |
|
654 | |||
| 652 | out = cspc[n] / numpy.sqrt(spc[pair[0]] * spc[pair[1]]) |
|
655 | out = cspc[n] / numpy.sqrt(spc[pair[0]] * spc[pair[1]]) | |
| 653 | coh = numpy.abs(out) |
|
656 | coh = numpy.abs(out) | |
| 654 | phase = numpy.arctan2(out.imag, out.real) * 180 / numpy.pi |
|
657 | phase = numpy.arctan2(out.imag, out.real) * 180 / numpy.pi | |
| 655 |
|
658 | |||
| 656 | ax = self.axes[4 * n + 2] |
|
659 | ax = self.axes[4 * n + 2] | |
| 657 | if ax.firsttime: |
|
660 | if ax.firsttime: | |
| 658 | ax.plt = ax.pcolormesh(x, y, coh.T, |
|
661 | ax.plt = ax.pcolormesh(x, y, coh.T, | |
| 659 | vmin=0, |
|
662 | vmin=0, | |
| 660 | vmax=1, |
|
663 | vmax=1, | |
| 661 | cmap=plt.get_cmap(self.colormap_coh) |
|
664 | cmap=plt.get_cmap(self.colormap_coh) | |
| 662 | ) |
|
665 | ) | |
| 663 | else: |
|
666 | else: | |
| 664 | ax.plt.set_array(coh.T.ravel()) |
|
667 | ax.plt.set_array(coh.T.ravel()) | |
| 665 | self.titles.append( |
|
668 | self.titles.append( | |
| 666 | 'Coherence Ch{} * Ch{}'.format(pair[0], pair[1])) |
|
669 | 'Coherence Ch{} * Ch{}'.format(pair[0], pair[1])) | |
| 667 |
|
670 | |||
| 668 | ax = self.axes[4 * n + 3] |
|
671 | ax = self.axes[4 * n + 3] | |
| 669 | if ax.firsttime: |
|
672 | if ax.firsttime: | |
| 670 | ax.plt = ax.pcolormesh(x, y, phase.T, |
|
673 | ax.plt = ax.pcolormesh(x, y, phase.T, | |
| 671 | vmin=-180, |
|
674 | vmin=-180, | |
| 672 | vmax=180, |
|
675 | vmax=180, | |
| 673 | cmap=plt.get_cmap(self.colormap_phase) |
|
676 | cmap=plt.get_cmap(self.colormap_phase) | |
| 674 | ) |
|
677 | ) | |
| 675 | else: |
|
678 | else: | |
| 676 | ax.plt.set_array(phase.T.ravel()) |
|
679 | ax.plt.set_array(phase.T.ravel()) | |
| 677 | self.titles.append('Phase CH{} * CH{}'.format(pair[0], pair[1])) |
|
680 | self.titles.append('Phase CH{} * CH{}'.format(pair[0], pair[1])) | |
| 678 |
|
681 | |||
| 679 | self.saveTime = self.max_time |
|
682 | self.saveTime = self.max_time | |
| 680 |
|
683 | |||
| 681 |
|
684 | |||
| 682 | class PlotSpectraMeanData(PlotSpectraData): |
|
685 | class PlotSpectraMeanData(PlotSpectraData): | |
| 683 | ''' |
|
686 | ''' | |
| 684 | Plot for Spectra and Mean |
|
687 | Plot for Spectra and Mean | |
| 685 | ''' |
|
688 | ''' | |
| 686 | CODE = 'spc_mean' |
|
689 | CODE = 'spc_mean' | |
| 687 | colormap = 'jro' |
|
690 | colormap = 'jro' | |
| 688 |
|
691 | |||
| 689 |
|
692 | |||
| 690 | class PlotRTIData(PlotData): |
|
693 | class PlotRTIData(PlotData): | |
| 691 | ''' |
|
694 | ''' | |
| 692 | Plot for RTI data |
|
695 | Plot for RTI data | |
| 693 | ''' |
|
696 | ''' | |
| 694 |
|
697 | |||
| 695 | CODE = 'rti' |
|
698 | CODE = 'rti' | |
| 696 | colormap = 'jro' |
|
699 | colormap = 'jro' | |
| 697 |
|
700 | |||
| 698 | def setup(self): |
|
701 | def setup(self): | |
| 699 | self.xaxis = 'time' |
|
702 | self.xaxis = 'time' | |
| 700 | self.ncols = 1 |
|
703 | self.ncols = 1 | |
| 701 | self.nrows = len(self.data.channels) |
|
704 | self.nrows = len(self.data.channels) | |
| 702 | self.nplots = len(self.data.channels) |
|
705 | self.nplots = len(self.data.channels) | |
| 703 | self.ylabel = 'Range [Km]' |
|
706 | self.ylabel = 'Range [Km]' | |
| 704 | self.cb_label = 'dB' |
|
707 | self.cb_label = 'dB' | |
| 705 | self.titles = ['{} Channel {}'.format( |
|
708 | self.titles = ['{} Channel {}'.format( | |
| 706 | self.CODE.upper(), x) for x in range(self.nrows)] |
|
709 | self.CODE.upper(), x) for x in range(self.nrows)] | |
| 707 |
|
710 | |||
| 708 | def plot(self): |
|
711 | def plot(self): | |
| 709 | self.x = self.times |
|
712 | self.x = self.times | |
| 710 | self.y = self.data.heights |
|
713 | self.y = self.data.heights | |
| 711 | self.z = self.data[self.CODE] |
|
714 | self.z = self.data[self.CODE] | |
| 712 | self.z = numpy.ma.masked_invalid(self.z) |
|
715 | self.z = numpy.ma.masked_invalid(self.z) | |
| 713 |
|
716 | |||
| 714 | if self.decimation is None: |
|
717 | if self.decimation is None: | |
| 715 | x, y, z = self.fill_gaps(self.x, self.y, self.z) |
|
718 | x, y, z = self.fill_gaps(self.x, self.y, self.z) | |
| 716 | else: |
|
719 | else: | |
| 717 | x, y, z = self.fill_gaps(*self.decimate()) |
|
720 | x, y, z = self.fill_gaps(*self.decimate()) | |
| 718 |
|
721 | |||
| 719 | for n, ax in enumerate(self.axes): |
|
722 | for n, ax in enumerate(self.axes): | |
| 720 | self.zmin = self.zmin if self.zmin else numpy.min(self.z) |
|
723 | self.zmin = self.zmin if self.zmin else numpy.min(self.z) | |
| 721 | self.zmax = self.zmax if self.zmax else numpy.max(self.z) |
|
724 | self.zmax = self.zmax if self.zmax else numpy.max(self.z) | |
| 722 | if ax.firsttime: |
|
725 | if ax.firsttime: | |
| 723 | ax.plt = ax.pcolormesh(x, y, z[n].T, |
|
726 | ax.plt = ax.pcolormesh(x, y, z[n].T, | |
| 724 | vmin=self.zmin, |
|
727 | vmin=self.zmin, | |
| 725 | vmax=self.zmax, |
|
728 | vmax=self.zmax, | |
| 726 | cmap=plt.get_cmap(self.colormap) |
|
729 | cmap=plt.get_cmap(self.colormap) | |
| 727 | ) |
|
730 | ) | |
| 728 | if self.showprofile: |
|
731 | if self.showprofile: | |
| 729 | ax.plot_profile = self.pf_axes[n].plot( |
|
732 | ax.plot_profile = self.pf_axes[n].plot( | |
| 730 | self.data['rti'][n][-1], self.y)[0] |
|
733 | self.data['rti'][n][-1], self.y)[0] | |
| 731 | ax.plot_noise = self.pf_axes[n].plot(numpy.repeat(self.data['noise'][n][-1], len(self.y)), self.y, |
|
734 | ax.plot_noise = self.pf_axes[n].plot(numpy.repeat(self.data['noise'][n][-1], len(self.y)), self.y, | |
| 732 | color="k", linestyle="dashed", lw=1)[0] |
|
735 | color="k", linestyle="dashed", lw=1)[0] | |
| 733 | else: |
|
736 | else: | |
| 734 | ax.collections.remove(ax.collections[0]) |
|
737 | ax.collections.remove(ax.collections[0]) | |
| 735 | ax.plt = ax.pcolormesh(x, y, z[n].T, |
|
738 | ax.plt = ax.pcolormesh(x, y, z[n].T, | |
| 736 | vmin=self.zmin, |
|
739 | vmin=self.zmin, | |
| 737 | vmax=self.zmax, |
|
740 | vmax=self.zmax, | |
| 738 | cmap=plt.get_cmap(self.colormap) |
|
741 | cmap=plt.get_cmap(self.colormap) | |
| 739 | ) |
|
742 | ) | |
| 740 | if self.showprofile: |
|
743 | if self.showprofile: | |
| 741 | ax.plot_profile.set_data(self.data['rti'][n][-1], self.y) |
|
744 | ax.plot_profile.set_data(self.data['rti'][n][-1], self.y) | |
| 742 | ax.plot_noise.set_data(numpy.repeat( |
|
745 | ax.plot_noise.set_data(numpy.repeat( | |
| 743 | self.data['noise'][n][-1], len(self.y)), self.y) |
|
746 | self.data['noise'][n][-1], len(self.y)), self.y) | |
| 744 |
|
747 | |||
| 745 | self.saveTime = self.min_time |
|
748 | self.saveTime = self.min_time | |
| 746 |
|
749 | |||
| 747 |
|
750 | |||
| 748 | class PlotCOHData(PlotRTIData): |
|
751 | class PlotCOHData(PlotRTIData): | |
| 749 | ''' |
|
752 | ''' | |
| 750 | Plot for Coherence data |
|
753 | Plot for Coherence data | |
| 751 | ''' |
|
754 | ''' | |
| 752 |
|
755 | |||
| 753 | CODE = 'coh' |
|
756 | CODE = 'coh' | |
| 754 |
|
757 | |||
| 755 | def setup(self): |
|
758 | def setup(self): | |
| 756 | self.xaxis = 'time' |
|
759 | self.xaxis = 'time' | |
| 757 | self.ncols = 1 |
|
760 | self.ncols = 1 | |
| 758 | self.nrows = len(self.data.pairs) |
|
761 | self.nrows = len(self.data.pairs) | |
| 759 | self.nplots = len(self.data.pairs) |
|
762 | self.nplots = len(self.data.pairs) | |
| 760 | self.ylabel = 'Range [Km]' |
|
763 | self.ylabel = 'Range [Km]' | |
| 761 | if self.CODE == 'coh': |
|
764 | if self.CODE == 'coh': | |
| 762 | self.cb_label = '' |
|
765 | self.cb_label = '' | |
| 763 | self.titles = [ |
|
766 | self.titles = [ | |
| 764 | 'Coherence Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] |
|
767 | 'Coherence Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] | |
| 765 | else: |
|
768 | else: | |
| 766 | self.cb_label = 'Degrees' |
|
769 | self.cb_label = 'Degrees' | |
| 767 | self.titles = [ |
|
770 | self.titles = [ | |
| 768 | 'Phase Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] |
|
771 | 'Phase Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] | |
| 769 |
|
772 | |||
| 770 |
|
773 | |||
| 771 | class PlotPHASEData(PlotCOHData): |
|
774 | class PlotPHASEData(PlotCOHData): | |
| 772 | ''' |
|
775 | ''' | |
| 773 | Plot for Phase map data |
|
776 | Plot for Phase map data | |
| 774 | ''' |
|
777 | ''' | |
| 775 |
|
778 | |||
| 776 | CODE = 'phase' |
|
779 | CODE = 'phase' | |
| 777 | colormap = 'seismic' |
|
780 | colormap = 'seismic' | |
| 778 |
|
781 | |||
| 779 |
|
782 | |||
| 780 | class PlotNoiseData(PlotData): |
|
783 | class PlotNoiseData(PlotData): | |
| 781 | ''' |
|
784 | ''' | |
| 782 | Plot for noise |
|
785 | Plot for noise | |
| 783 | ''' |
|
786 | ''' | |
| 784 |
|
787 | |||
| 785 | CODE = 'noise' |
|
788 | CODE = 'noise' | |
| 786 |
|
789 | |||
| 787 | def setup(self): |
|
790 | def setup(self): | |
| 788 | self.xaxis = 'time' |
|
791 | self.xaxis = 'time' | |
| 789 | self.ncols = 1 |
|
792 | self.ncols = 1 | |
| 790 | self.nrows = 1 |
|
793 | self.nrows = 1 | |
| 791 | self.nplots = 1 |
|
794 | self.nplots = 1 | |
| 792 | self.ylabel = 'Intensity [dB]' |
|
795 | self.ylabel = 'Intensity [dB]' | |
| 793 | self.titles = ['Noise'] |
|
796 | self.titles = ['Noise'] | |
| 794 | self.colorbar = False |
|
797 | self.colorbar = False | |
| 795 |
|
798 | |||
| 796 | def plot(self): |
|
799 | def plot(self): | |
| 797 |
|
800 | |||
| 798 | x = self.times |
|
801 | x = self.times | |
| 799 | xmin = self.min_time |
|
802 | xmin = self.min_time | |
| 800 | xmax = xmin + self.xrange * 60 * 60 |
|
803 | xmax = xmin + self.xrange * 60 * 60 | |
| 801 | Y = self.data[self.CODE] |
|
804 | Y = self.data[self.CODE] | |
| 802 |
|
805 | |||
| 803 | if self.axes[0].firsttime: |
|
806 | if self.axes[0].firsttime: | |
| 804 | for ch in self.data.channels: |
|
807 | for ch in self.data.channels: | |
| 805 | y = Y[ch] |
|
808 | y = Y[ch] | |
| 806 | self.axes[0].plot(x, y, lw=1, label='Ch{}'.format(ch)) |
|
809 | self.axes[0].plot(x, y, lw=1, label='Ch{}'.format(ch)) | |
| 807 | plt.legend() |
|
810 | plt.legend() | |
| 808 | else: |
|
811 | else: | |
| 809 | for ch in self.data.channels: |
|
812 | for ch in self.data.channels: | |
| 810 | y = Y[ch] |
|
813 | y = Y[ch] | |
| 811 | self.axes[0].lines[ch].set_data(x, y) |
|
814 | self.axes[0].lines[ch].set_data(x, y) | |
| 812 |
|
815 | |||
| 813 | self.ymin = numpy.nanmin(Y) - 5 |
|
816 | self.ymin = numpy.nanmin(Y) - 5 | |
| 814 | self.ymax = numpy.nanmax(Y) + 5 |
|
817 | self.ymax = numpy.nanmax(Y) + 5 | |
| 815 | self.saveTime = self.min_time |
|
818 | self.saveTime = self.min_time | |
| 816 |
|
819 | |||
| 817 |
|
820 | |||
| 818 | class PlotSNRData(PlotRTIData): |
|
821 | class PlotSNRData(PlotRTIData): | |
| 819 | ''' |
|
822 | ''' | |
| 820 | Plot for SNR Data |
|
823 | Plot for SNR Data | |
| 821 | ''' |
|
824 | ''' | |
| 822 |
|
825 | |||
| 823 | CODE = 'snr' |
|
826 | CODE = 'snr' | |
| 824 | colormap = 'jet' |
|
827 | colormap = 'jet' | |
| 825 |
|
828 | |||
| 826 |
|
829 | |||
| 827 | class PlotDOPData(PlotRTIData): |
|
830 | class PlotDOPData(PlotRTIData): | |
| 828 | ''' |
|
831 | ''' | |
| 829 | Plot for DOPPLER Data |
|
832 | Plot for DOPPLER Data | |
| 830 | ''' |
|
833 | ''' | |
| 831 |
|
834 | |||
| 832 | CODE = 'dop' |
|
835 | CODE = 'dop' | |
| 833 | colormap = 'jet' |
|
836 | colormap = 'jet' | |
| 834 |
|
837 | |||
| 835 |
|
838 | |||
| 836 | class PlotSkyMapData(PlotData): |
|
839 | class PlotSkyMapData(PlotData): | |
| 837 | ''' |
|
840 | ''' | |
| 838 | Plot for meteors detection data |
|
841 | Plot for meteors detection data | |
| 839 | ''' |
|
842 | ''' | |
| 840 |
|
843 | |||
| 841 | CODE = 'param' |
|
844 | CODE = 'param' | |
| 842 |
|
845 | |||
| 843 | def setup(self): |
|
846 | def setup(self): | |
| 844 |
|
847 | |||
| 845 | self.ncols = 1 |
|
848 | self.ncols = 1 | |
| 846 | self.nrows = 1 |
|
849 | self.nrows = 1 | |
| 847 | self.width = 7.2 |
|
850 | self.width = 7.2 | |
| 848 | self.height = 7.2 |
|
851 | self.height = 7.2 | |
| 849 | self.nplots = 1 |
|
852 | self.nplots = 1 | |
| 850 | self.xlabel = 'Zonal Zenith Angle (deg)' |
|
853 | self.xlabel = 'Zonal Zenith Angle (deg)' | |
| 851 | self.ylabel = 'Meridional Zenith Angle (deg)' |
|
854 | self.ylabel = 'Meridional Zenith Angle (deg)' | |
| 852 | self.polar = True |
|
855 | self.polar = True | |
| 853 | self.ymin = -180 |
|
856 | self.ymin = -180 | |
| 854 | self.ymax = 180 |
|
857 | self.ymax = 180 | |
| 855 | self.colorbar = False |
|
858 | self.colorbar = False | |
| 856 |
|
859 | |||
| 857 | def plot(self): |
|
860 | def plot(self): | |
| 858 |
|
861 | |||
| 859 | arrayParameters = numpy.concatenate(self.data['param']) |
|
862 | arrayParameters = numpy.concatenate(self.data['param']) | |
| 860 | error = arrayParameters[:, -1] |
|
863 | error = arrayParameters[:, -1] | |
| 861 | indValid = numpy.where(error == 0)[0] |
|
864 | indValid = numpy.where(error == 0)[0] | |
| 862 | finalMeteor = arrayParameters[indValid, :] |
|
865 | finalMeteor = arrayParameters[indValid, :] | |
| 863 | finalAzimuth = finalMeteor[:, 3] |
|
866 | finalAzimuth = finalMeteor[:, 3] | |
| 864 | finalZenith = finalMeteor[:, 4] |
|
867 | finalZenith = finalMeteor[:, 4] | |
| 865 |
|
868 | |||
| 866 | x = finalAzimuth * numpy.pi / 180 |
|
869 | x = finalAzimuth * numpy.pi / 180 | |
| 867 | y = finalZenith |
|
870 | y = finalZenith | |
| 868 |
|
871 | |||
| 869 | ax = self.axes[0] |
|
872 | ax = self.axes[0] | |
| 870 |
|
873 | |||
| 871 | if ax.firsttime: |
|
874 | if ax.firsttime: | |
| 872 | ax.plot = ax.plot(x, y, 'bo', markersize=5)[0] |
|
875 | ax.plot = ax.plot(x, y, 'bo', markersize=5)[0] | |
| 873 | else: |
|
876 | else: | |
| 874 | ax.plot.set_data(x, y) |
|
877 | ax.plot.set_data(x, y) | |
| 875 |
|
878 | |||
| 876 | dt1 = self.getDateTime(self.min_time).strftime('%y/%m/%d %H:%M:%S') |
|
879 | dt1 = self.getDateTime(self.min_time).strftime('%y/%m/%d %H:%M:%S') | |
| 877 | dt2 = self.getDateTime(self.max_time).strftime('%y/%m/%d %H:%M:%S') |
|
880 | dt2 = self.getDateTime(self.max_time).strftime('%y/%m/%d %H:%M:%S') | |
| 878 | title = 'Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n' % (dt1, |
|
881 | title = 'Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n' % (dt1, | |
| 879 | dt2, |
|
882 | dt2, | |
| 880 | len(x)) |
|
883 | len(x)) | |
| 881 | self.titles[0] = title |
|
884 | self.titles[0] = title | |
| 882 | self.saveTime = self.max_time |
|
885 | self.saveTime = self.max_time | |
| 883 |
|
886 | |||
| 884 |
|
887 | |||
| 885 | class PlotParamData(PlotRTIData): |
|
888 | class PlotParamData(PlotRTIData): | |
| 886 | ''' |
|
889 | ''' | |
| 887 | Plot for data_param object |
|
890 | Plot for data_param object | |
| 888 | ''' |
|
891 | ''' | |
| 889 |
|
892 | |||
| 890 | CODE = 'param' |
|
893 | CODE = 'param' | |
| 891 | colormap = 'seismic' |
|
894 | colormap = 'seismic' | |
| 892 |
|
895 | |||
| 893 | def setup(self): |
|
896 | def setup(self): | |
| 894 | self.xaxis = 'time' |
|
897 | self.xaxis = 'time' | |
| 895 | self.ncols = 1 |
|
898 | self.ncols = 1 | |
| 896 | self.nrows = self.data.shape(self.CODE)[0] |
|
899 | self.nrows = self.data.shape(self.CODE)[0] | |
| 897 | self.nplots = self.nrows |
|
900 | self.nplots = self.nrows | |
| 898 | if self.showSNR: |
|
901 | if self.showSNR: | |
| 899 | self.nrows += 1 |
|
902 | self.nrows += 1 | |
| 900 | self.nplots += 1 |
|
903 | self.nplots += 1 | |
| 901 |
|
904 | |||
| 902 | self.ylabel = 'Height [Km]' |
|
905 | self.ylabel = 'Height [Km]' | |
| 903 | if not self.titles: |
|
906 | if not self.titles: | |
| 904 | self.titles = self.data.parameters \ |
|
907 | self.titles = self.data.parameters \ | |
| 905 | if self.data.parameters else ['Param {}'.format(x) for x in xrange(self.nrows)] |
|
908 | if self.data.parameters else ['Param {}'.format(x) for x in xrange(self.nrows)] | |
| 906 | if self.showSNR: |
|
909 | if self.showSNR: | |
| 907 | self.titles.append('SNR') |
|
910 | self.titles.append('SNR') | |
| 908 |
|
911 | |||
| 909 | def plot(self): |
|
912 | def plot(self): | |
| 910 | self.data.normalize_heights() |
|
913 | self.data.normalize_heights() | |
| 911 | self.x = self.times |
|
914 | self.x = self.times | |
| 912 | self.y = self.data.heights |
|
915 | self.y = self.data.heights | |
| 913 | if self.showSNR: |
|
916 | if self.showSNR: | |
| 914 | self.z = numpy.concatenate( |
|
917 | self.z = numpy.concatenate( | |
| 915 | (self.data[self.CODE], self.data['snr']) |
|
918 | (self.data[self.CODE], self.data['snr']) | |
| 916 | ) |
|
919 | ) | |
| 917 | else: |
|
920 | else: | |
| 918 | self.z = self.data[self.CODE] |
|
921 | self.z = self.data[self.CODE] | |
| 919 |
|
922 | |||
| 920 | self.z = numpy.ma.masked_invalid(self.z) |
|
923 | self.z = numpy.ma.masked_invalid(self.z) | |
| 921 |
|
924 | |||
| 922 | if self.decimation is None: |
|
925 | if self.decimation is None: | |
| 923 | x, y, z = self.fill_gaps(self.x, self.y, self.z) |
|
926 | x, y, z = self.fill_gaps(self.x, self.y, self.z) | |
| 924 | else: |
|
927 | else: | |
| 925 | x, y, z = self.fill_gaps(*self.decimate()) |
|
928 | x, y, z = self.fill_gaps(*self.decimate()) | |
| 926 |
|
929 | |||
| 927 | for n, ax in enumerate(self.axes): |
|
930 | for n, ax in enumerate(self.axes): | |
| 928 |
|
931 | |||
| 929 | self.zmax = self.zmax if self.zmax is not None else numpy.max( |
|
932 | self.zmax = self.zmax if self.zmax is not None else numpy.max( | |
| 930 | self.z[n]) |
|
933 | self.z[n]) | |
| 931 | self.zmin = self.zmin if self.zmin is not None else numpy.min( |
|
934 | self.zmin = self.zmin if self.zmin is not None else numpy.min( | |
| 932 | self.z[n]) |
|
935 | self.z[n]) | |
| 933 |
|
936 | |||
| 934 | if ax.firsttime: |
|
937 | if ax.firsttime: | |
| 935 | if self.zlimits is not None: |
|
938 | if self.zlimits is not None: | |
| 936 | self.zmin, self.zmax = self.zlimits[n] |
|
939 | self.zmin, self.zmax = self.zlimits[n] | |
| 937 |
|
940 | |||
| 938 | ax.plt = ax.pcolormesh(x, y, z[n].T * self.factors[n], |
|
941 | ax.plt = ax.pcolormesh(x, y, z[n].T * self.factors[n], | |
| 939 | vmin=self.zmin, |
|
942 | vmin=self.zmin, | |
| 940 | vmax=self.zmax, |
|
943 | vmax=self.zmax, | |
| 941 | cmap=self.cmaps[n] |
|
944 | cmap=self.cmaps[n] | |
| 942 | ) |
|
945 | ) | |
| 943 | else: |
|
946 | else: | |
| 944 | if self.zlimits is not None: |
|
947 | if self.zlimits is not None: | |
| 945 | self.zmin, self.zmax = self.zlimits[n] |
|
948 | self.zmin, self.zmax = self.zlimits[n] | |
| 946 | ax.collections.remove(ax.collections[0]) |
|
949 | ax.collections.remove(ax.collections[0]) | |
| 947 | ax.plt = ax.pcolormesh(x, y, z[n].T * self.factors[n], |
|
950 | ax.plt = ax.pcolormesh(x, y, z[n].T * self.factors[n], | |
| 948 | vmin=self.zmin, |
|
951 | vmin=self.zmin, | |
| 949 | vmax=self.zmax, |
|
952 | vmax=self.zmax, | |
| 950 | cmap=self.cmaps[n] |
|
953 | cmap=self.cmaps[n] | |
| 951 | ) |
|
954 | ) | |
| 952 |
|
955 | |||
| 953 | self.saveTime = self.min_time |
|
956 | self.saveTime = self.min_time | |
| 954 |
|
957 | |||
| 955 |
|
958 | |||
| 956 | class PlotOutputData(PlotParamData): |
|
959 | class PlotOutputData(PlotParamData): | |
| 957 | ''' |
|
960 | ''' | |
| 958 | Plot data_output object |
|
961 | Plot data_output object | |
| 959 | ''' |
|
962 | ''' | |
| 960 |
|
963 | |||
| 961 | CODE = 'output' |
|
964 | CODE = 'output' | |
| 962 | colormap = 'seismic' |
|
965 | colormap = 'seismic' | |
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