| @@ -1,1955 +1,1947 | |||||
| 1 | import os |
|
1 | import os | |
| 2 | import datetime |
|
2 | import datetime | |
| 3 | import numpy |
|
3 | import numpy | |
| 4 |
|
4 | |||
| 5 | from figure import Figure, isRealtime, isTimeInHourRange |
|
5 | from figure import Figure, isRealtime, isTimeInHourRange | |
| 6 | from plotting_codes import * |
|
6 | from plotting_codes import * | |
| 7 | from numpy import NaN |
|
7 | ||
| 8 |
|
8 | |||
| 9 | class MomentsPlot(Figure): |
|
9 | class MomentsPlot(Figure): | |
| 10 |
|
10 | |||
| 11 | isConfig = None |
|
11 | isConfig = None | |
| 12 | __nsubplots = None |
|
12 | __nsubplots = None | |
| 13 |
|
13 | |||
| 14 | WIDTHPROF = None |
|
14 | WIDTHPROF = None | |
| 15 | HEIGHTPROF = None |
|
15 | HEIGHTPROF = None | |
| 16 | PREFIX = 'prm' |
|
16 | PREFIX = 'prm' | |
| 17 |
|
17 | |||
| 18 | def __init__(self): |
|
18 | def __init__(self): | |
| 19 |
|
19 | |||
| 20 | self.isConfig = False |
|
20 | self.isConfig = False | |
| 21 | self.__nsubplots = 1 |
|
21 | self.__nsubplots = 1 | |
| 22 |
|
22 | |||
| 23 | self.WIDTH = 280 |
|
23 | self.WIDTH = 280 | |
| 24 | self.HEIGHT = 250 |
|
24 | self.HEIGHT = 250 | |
| 25 | self.WIDTHPROF = 120 |
|
25 | self.WIDTHPROF = 120 | |
| 26 | self.HEIGHTPROF = 0 |
|
26 | self.HEIGHTPROF = 0 | |
| 27 | self.counter_imagwr = 0 |
|
27 | self.counter_imagwr = 0 | |
| 28 |
|
28 | |||
| 29 | self.PLOT_CODE = MOMENTS_CODE |
|
29 | self.PLOT_CODE = MOMENTS_CODE | |
| 30 |
|
30 | |||
| 31 | self.FTP_WEI = None |
|
31 | self.FTP_WEI = None | |
| 32 | self.EXP_CODE = None |
|
32 | self.EXP_CODE = None | |
| 33 | self.SUB_EXP_CODE = None |
|
33 | self.SUB_EXP_CODE = None | |
| 34 | self.PLOT_POS = None |
|
34 | self.PLOT_POS = None | |
| 35 |
|
35 | |||
| 36 | def getSubplots(self): |
|
36 | def getSubplots(self): | |
| 37 |
|
37 | |||
| 38 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
38 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 39 | nrow = int(self.nplots*1./ncol + 0.9) |
|
39 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 40 |
|
40 | |||
| 41 | return nrow, ncol |
|
41 | return nrow, ncol | |
| 42 |
|
42 | |||
| 43 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
43 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 44 |
|
44 | |||
| 45 | self.__showprofile = showprofile |
|
45 | self.__showprofile = showprofile | |
| 46 | self.nplots = nplots |
|
46 | self.nplots = nplots | |
| 47 |
|
47 | |||
| 48 | ncolspan = 1 |
|
48 | ncolspan = 1 | |
| 49 | colspan = 1 |
|
49 | colspan = 1 | |
| 50 | if showprofile: |
|
50 | if showprofile: | |
| 51 | ncolspan = 3 |
|
51 | ncolspan = 3 | |
| 52 | colspan = 2 |
|
52 | colspan = 2 | |
| 53 | self.__nsubplots = 2 |
|
53 | self.__nsubplots = 2 | |
| 54 |
|
54 | |||
| 55 | self.createFigure(id = id, |
|
55 | self.createFigure(id = id, | |
| 56 | wintitle = wintitle, |
|
56 | wintitle = wintitle, | |
| 57 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
57 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 58 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
58 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 59 | show=show) |
|
59 | show=show) | |
| 60 |
|
60 | |||
| 61 | nrow, ncol = self.getSubplots() |
|
61 | nrow, ncol = self.getSubplots() | |
| 62 |
|
62 | |||
| 63 | counter = 0 |
|
63 | counter = 0 | |
| 64 | for y in range(nrow): |
|
64 | for y in range(nrow): | |
| 65 | for x in range(ncol): |
|
65 | for x in range(ncol): | |
| 66 |
|
66 | |||
| 67 | if counter >= self.nplots: |
|
67 | if counter >= self.nplots: | |
| 68 | break |
|
68 | break | |
| 69 |
|
69 | |||
| 70 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
70 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 71 |
|
71 | |||
| 72 | if showprofile: |
|
72 | if showprofile: | |
| 73 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
73 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 74 |
|
74 | |||
| 75 | counter += 1 |
|
75 | counter += 1 | |
| 76 |
|
76 | |||
| 77 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
77 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 78 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
78 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 79 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
79 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 80 | server=None, folder=None, username=None, password=None, |
|
80 | server=None, folder=None, username=None, password=None, | |
| 81 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): |
|
81 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): | |
| 82 |
|
82 | |||
| 83 | """ |
|
83 | """ | |
| 84 |
|
84 | |||
| 85 | Input: |
|
85 | Input: | |
| 86 | dataOut : |
|
86 | dataOut : | |
| 87 | id : |
|
87 | id : | |
| 88 | wintitle : |
|
88 | wintitle : | |
| 89 | channelList : |
|
89 | channelList : | |
| 90 | showProfile : |
|
90 | showProfile : | |
| 91 | xmin : None, |
|
91 | xmin : None, | |
| 92 | xmax : None, |
|
92 | xmax : None, | |
| 93 | ymin : None, |
|
93 | ymin : None, | |
| 94 | ymax : None, |
|
94 | ymax : None, | |
| 95 | zmin : None, |
|
95 | zmin : None, | |
| 96 | zmax : None |
|
96 | zmax : None | |
| 97 | """ |
|
97 | """ | |
| 98 |
|
98 | |||
| 99 | if dataOut.flagNoData: |
|
99 | if dataOut.flagNoData: | |
| 100 | return None |
|
100 | return None | |
| 101 |
|
101 | |||
| 102 | if realtime: |
|
102 | if realtime: | |
| 103 | if not(isRealtime(utcdatatime = dataOut.utctime)): |
|
103 | if not(isRealtime(utcdatatime = dataOut.utctime)): | |
| 104 | print 'Skipping this plot function' |
|
104 | print 'Skipping this plot function' | |
| 105 | return |
|
105 | return | |
| 106 |
|
106 | |||
| 107 | if channelList == None: |
|
107 | if channelList == None: | |
| 108 | channelIndexList = dataOut.channelIndexList |
|
108 | channelIndexList = dataOut.channelIndexList | |
| 109 | else: |
|
109 | else: | |
| 110 | channelIndexList = [] |
|
110 | channelIndexList = [] | |
| 111 | for channel in channelList: |
|
111 | for channel in channelList: | |
| 112 | if channel not in dataOut.channelList: |
|
112 | if channel not in dataOut.channelList: | |
| 113 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
113 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 114 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
114 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 115 |
|
115 | |||
| 116 | factor = dataOut.normFactor |
|
116 | factor = dataOut.normFactor | |
| 117 | x = dataOut.abscissaList |
|
117 | x = dataOut.abscissaList | |
| 118 | y = dataOut.heightList |
|
118 | y = dataOut.heightList | |
| 119 |
|
119 | |||
| 120 | z = dataOut.data_pre[channelIndexList,:,:]/factor |
|
120 | z = dataOut.data_pre[channelIndexList,:,:]/factor | |
| 121 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
121 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 122 | avg = numpy.average(z, axis=1) |
|
122 | avg = numpy.average(z, axis=1) | |
| 123 | noise = dataOut.noise/factor |
|
123 | noise = dataOut.noise/factor | |
| 124 |
|
124 | |||
| 125 | zdB = 10*numpy.log10(z) |
|
125 | zdB = 10*numpy.log10(z) | |
| 126 | avgdB = 10*numpy.log10(avg) |
|
126 | avgdB = 10*numpy.log10(avg) | |
| 127 | noisedB = 10*numpy.log10(noise) |
|
127 | noisedB = 10*numpy.log10(noise) | |
| 128 |
|
128 | |||
| 129 | #thisDatetime = dataOut.datatime |
|
129 | #thisDatetime = dataOut.datatime | |
| 130 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
130 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 131 | title = wintitle + " Parameters" |
|
131 | title = wintitle + " Parameters" | |
| 132 | xlabel = "Velocity (m/s)" |
|
132 | xlabel = "Velocity (m/s)" | |
| 133 | ylabel = "Range (Km)" |
|
133 | ylabel = "Range (Km)" | |
| 134 |
|
134 | |||
| 135 | update_figfile = False |
|
135 | update_figfile = False | |
| 136 |
|
136 | |||
| 137 | if not self.isConfig: |
|
137 | if not self.isConfig: | |
| 138 |
|
138 | |||
| 139 | nplots = len(channelIndexList) |
|
139 | nplots = len(channelIndexList) | |
| 140 |
|
140 | |||
| 141 | self.setup(id=id, |
|
141 | self.setup(id=id, | |
| 142 | nplots=nplots, |
|
142 | nplots=nplots, | |
| 143 | wintitle=wintitle, |
|
143 | wintitle=wintitle, | |
| 144 | showprofile=showprofile, |
|
144 | showprofile=showprofile, | |
| 145 | show=show) |
|
145 | show=show) | |
| 146 |
|
146 | |||
| 147 | if xmin == None: xmin = numpy.nanmin(x) |
|
147 | if xmin == None: xmin = numpy.nanmin(x) | |
| 148 | if xmax == None: xmax = numpy.nanmax(x) |
|
148 | if xmax == None: xmax = numpy.nanmax(x) | |
| 149 | if ymin == None: ymin = numpy.nanmin(y) |
|
149 | if ymin == None: ymin = numpy.nanmin(y) | |
| 150 | if ymax == None: ymax = numpy.nanmax(y) |
|
150 | if ymax == None: ymax = numpy.nanmax(y) | |
| 151 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 |
|
151 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 | |
| 152 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 |
|
152 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 | |
| 153 |
|
153 | |||
| 154 | self.FTP_WEI = ftp_wei |
|
154 | self.FTP_WEI = ftp_wei | |
| 155 | self.EXP_CODE = exp_code |
|
155 | self.EXP_CODE = exp_code | |
| 156 | self.SUB_EXP_CODE = sub_exp_code |
|
156 | self.SUB_EXP_CODE = sub_exp_code | |
| 157 | self.PLOT_POS = plot_pos |
|
157 | self.PLOT_POS = plot_pos | |
| 158 |
|
158 | |||
| 159 | self.isConfig = True |
|
159 | self.isConfig = True | |
| 160 | update_figfile = True |
|
160 | update_figfile = True | |
| 161 |
|
161 | |||
| 162 | self.setWinTitle(title) |
|
162 | self.setWinTitle(title) | |
| 163 |
|
163 | |||
| 164 | for i in range(self.nplots): |
|
164 | for i in range(self.nplots): | |
| 165 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
165 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 166 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i], noisedB[i], str_datetime) |
|
166 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i], noisedB[i], str_datetime) | |
| 167 | axes = self.axesList[i*self.__nsubplots] |
|
167 | axes = self.axesList[i*self.__nsubplots] | |
| 168 | axes.pcolor(x, y, zdB[i,:,:], |
|
168 | axes.pcolor(x, y, zdB[i,:,:], | |
| 169 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
169 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 170 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
170 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 171 | ticksize=9, cblabel='') |
|
171 | ticksize=9, cblabel='') | |
| 172 | #Mean Line |
|
172 | #Mean Line | |
| 173 | mean = dataOut.data_param[i, 1, :] |
|
173 | mean = dataOut.data_param[i, 1, :] | |
| 174 | axes.addpline(mean, y, idline=0, color="black", linestyle="solid", lw=1) |
|
174 | axes.addpline(mean, y, idline=0, color="black", linestyle="solid", lw=1) | |
| 175 |
|
175 | |||
| 176 | if self.__showprofile: |
|
176 | if self.__showprofile: | |
| 177 | axes = self.axesList[i*self.__nsubplots +1] |
|
177 | axes = self.axesList[i*self.__nsubplots +1] | |
| 178 | axes.pline(avgdB[i], y, |
|
178 | axes.pline(avgdB[i], y, | |
| 179 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
179 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 180 | xlabel='dB', ylabel='', title='', |
|
180 | xlabel='dB', ylabel='', title='', | |
| 181 | ytick_visible=False, |
|
181 | ytick_visible=False, | |
| 182 | grid='x') |
|
182 | grid='x') | |
| 183 |
|
183 | |||
| 184 | noiseline = numpy.repeat(noisedB[i], len(y)) |
|
184 | noiseline = numpy.repeat(noisedB[i], len(y)) | |
| 185 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) |
|
185 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) | |
| 186 |
|
186 | |||
| 187 | self.draw() |
|
187 | self.draw() | |
| 188 |
|
188 | |||
| 189 | self.save(figpath=figpath, |
|
189 | self.save(figpath=figpath, | |
| 190 | figfile=figfile, |
|
190 | figfile=figfile, | |
| 191 | save=save, |
|
191 | save=save, | |
| 192 | ftp=ftp, |
|
192 | ftp=ftp, | |
| 193 | wr_period=wr_period, |
|
193 | wr_period=wr_period, | |
| 194 | thisDatetime=thisDatetime) |
|
194 | thisDatetime=thisDatetime) | |
| 195 |
|
195 | |||
| 196 |
|
196 | |||
| 197 |
|
197 | |||
| 198 | class SkyMapPlot(Figure): |
|
198 | class SkyMapPlot(Figure): | |
| 199 |
|
199 | |||
| 200 | __isConfig = None |
|
200 | __isConfig = None | |
| 201 | __nsubplots = None |
|
201 | __nsubplots = None | |
| 202 |
|
202 | |||
| 203 | WIDTHPROF = None |
|
203 | WIDTHPROF = None | |
| 204 | HEIGHTPROF = None |
|
204 | HEIGHTPROF = None | |
| 205 | PREFIX = 'mmap' |
|
205 | PREFIX = 'mmap' | |
| 206 |
|
206 | |||
| 207 | def __init__(self): |
|
207 | def __init__(self): | |
| 208 |
|
208 | |||
| 209 | self.isConfig = False |
|
209 | self.isConfig = False | |
| 210 | self.__nsubplots = 1 |
|
210 | self.__nsubplots = 1 | |
| 211 |
|
211 | |||
| 212 | # self.WIDTH = 280 |
|
212 | # self.WIDTH = 280 | |
| 213 | # self.HEIGHT = 250 |
|
213 | # self.HEIGHT = 250 | |
| 214 | self.WIDTH = 600 |
|
214 | self.WIDTH = 600 | |
| 215 | self.HEIGHT = 600 |
|
215 | self.HEIGHT = 600 | |
| 216 | self.WIDTHPROF = 120 |
|
216 | self.WIDTHPROF = 120 | |
| 217 | self.HEIGHTPROF = 0 |
|
217 | self.HEIGHTPROF = 0 | |
| 218 | self.counter_imagwr = 0 |
|
218 | self.counter_imagwr = 0 | |
| 219 |
|
219 | |||
| 220 | self.PLOT_CODE = MSKYMAP_CODE |
|
220 | self.PLOT_CODE = MSKYMAP_CODE | |
| 221 |
|
221 | |||
| 222 | self.FTP_WEI = None |
|
222 | self.FTP_WEI = None | |
| 223 | self.EXP_CODE = None |
|
223 | self.EXP_CODE = None | |
| 224 | self.SUB_EXP_CODE = None |
|
224 | self.SUB_EXP_CODE = None | |
| 225 | self.PLOT_POS = None |
|
225 | self.PLOT_POS = None | |
| 226 |
|
226 | |||
| 227 | def getSubplots(self): |
|
227 | def getSubplots(self): | |
| 228 |
|
228 | |||
| 229 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
229 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 230 | nrow = int(self.nplots*1./ncol + 0.9) |
|
230 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 231 |
|
231 | |||
| 232 | return nrow, ncol |
|
232 | return nrow, ncol | |
| 233 |
|
233 | |||
| 234 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): |
|
234 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): | |
| 235 |
|
235 | |||
| 236 | self.__showprofile = showprofile |
|
236 | self.__showprofile = showprofile | |
| 237 | self.nplots = nplots |
|
237 | self.nplots = nplots | |
| 238 |
|
238 | |||
| 239 | ncolspan = 1 |
|
239 | ncolspan = 1 | |
| 240 | colspan = 1 |
|
240 | colspan = 1 | |
| 241 |
|
241 | |||
| 242 | self.createFigure(id = id, |
|
242 | self.createFigure(id = id, | |
| 243 | wintitle = wintitle, |
|
243 | wintitle = wintitle, | |
| 244 | widthplot = self.WIDTH, #+ self.WIDTHPROF, |
|
244 | widthplot = self.WIDTH, #+ self.WIDTHPROF, | |
| 245 | heightplot = self.HEIGHT,# + self.HEIGHTPROF, |
|
245 | heightplot = self.HEIGHT,# + self.HEIGHTPROF, | |
| 246 | show=show) |
|
246 | show=show) | |
| 247 |
|
247 | |||
| 248 | nrow, ncol = 1,1 |
|
248 | nrow, ncol = 1,1 | |
| 249 | counter = 0 |
|
249 | counter = 0 | |
| 250 | x = 0 |
|
250 | x = 0 | |
| 251 | y = 0 |
|
251 | y = 0 | |
| 252 | self.addAxes(1, 1, 0, 0, 1, 1, True) |
|
252 | self.addAxes(1, 1, 0, 0, 1, 1, True) | |
| 253 |
|
253 | |||
| 254 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, |
|
254 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, | |
| 255 | tmin=0, tmax=24, timerange=None, |
|
255 | tmin=0, tmax=24, timerange=None, | |
| 256 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
256 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 257 | server=None, folder=None, username=None, password=None, |
|
257 | server=None, folder=None, username=None, password=None, | |
| 258 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): |
|
258 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): | |
| 259 |
|
259 | |||
| 260 | """ |
|
260 | """ | |
| 261 |
|
261 | |||
| 262 | Input: |
|
262 | Input: | |
| 263 | dataOut : |
|
263 | dataOut : | |
| 264 | id : |
|
264 | id : | |
| 265 | wintitle : |
|
265 | wintitle : | |
| 266 | channelList : |
|
266 | channelList : | |
| 267 | showProfile : |
|
267 | showProfile : | |
| 268 | xmin : None, |
|
268 | xmin : None, | |
| 269 | xmax : None, |
|
269 | xmax : None, | |
| 270 | ymin : None, |
|
270 | ymin : None, | |
| 271 | ymax : None, |
|
271 | ymax : None, | |
| 272 | zmin : None, |
|
272 | zmin : None, | |
| 273 | zmax : None |
|
273 | zmax : None | |
| 274 | """ |
|
274 | """ | |
| 275 |
|
275 | |||
| 276 | arrayParameters = dataOut.data_param |
|
276 | arrayParameters = dataOut.data_param | |
| 277 | error = arrayParameters[:,-1] |
|
277 | error = arrayParameters[:,-1] | |
| 278 | indValid = numpy.where(error == 0)[0] |
|
278 | indValid = numpy.where(error == 0)[0] | |
| 279 | finalMeteor = arrayParameters[indValid,:] |
|
279 | finalMeteor = arrayParameters[indValid,:] | |
| 280 | finalAzimuth = finalMeteor[:,3] |
|
280 | finalAzimuth = finalMeteor[:,3] | |
| 281 | finalZenith = finalMeteor[:,4] |
|
281 | finalZenith = finalMeteor[:,4] | |
| 282 |
|
282 | |||
| 283 | x = finalAzimuth*numpy.pi/180 |
|
283 | x = finalAzimuth*numpy.pi/180 | |
| 284 | y = finalZenith |
|
284 | y = finalZenith | |
| 285 | x1 = [dataOut.ltctime, dataOut.ltctime] |
|
285 | x1 = [dataOut.ltctime, dataOut.ltctime] | |
| 286 |
|
286 | |||
| 287 | #thisDatetime = dataOut.datatime |
|
287 | #thisDatetime = dataOut.datatime | |
| 288 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
288 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 289 | title = wintitle + " Parameters" |
|
289 | title = wintitle + " Parameters" | |
| 290 | xlabel = "Zonal Zenith Angle (deg) " |
|
290 | xlabel = "Zonal Zenith Angle (deg) " | |
| 291 | ylabel = "Meridional Zenith Angle (deg)" |
|
291 | ylabel = "Meridional Zenith Angle (deg)" | |
| 292 | update_figfile = False |
|
292 | update_figfile = False | |
| 293 |
|
293 | |||
| 294 | if not self.isConfig: |
|
294 | if not self.isConfig: | |
| 295 |
|
295 | |||
| 296 | nplots = 1 |
|
296 | nplots = 1 | |
| 297 |
|
297 | |||
| 298 | self.setup(id=id, |
|
298 | self.setup(id=id, | |
| 299 | nplots=nplots, |
|
299 | nplots=nplots, | |
| 300 | wintitle=wintitle, |
|
300 | wintitle=wintitle, | |
| 301 | showprofile=showprofile, |
|
301 | showprofile=showprofile, | |
| 302 | show=show) |
|
302 | show=show) | |
| 303 |
|
303 | |||
| 304 | if self.xmin is None and self.xmax is None: |
|
304 | if self.xmin is None and self.xmax is None: | |
| 305 | self.xmin, self.xmax = self.getTimeLim(x1, tmin, tmax, timerange) |
|
305 | self.xmin, self.xmax = self.getTimeLim(x1, tmin, tmax, timerange) | |
| 306 |
|
306 | |||
| 307 | if timerange != None: |
|
307 | if timerange != None: | |
| 308 | self.timerange = timerange |
|
308 | self.timerange = timerange | |
| 309 | else: |
|
309 | else: | |
| 310 | self.timerange = self.xmax - self.xmin |
|
310 | self.timerange = self.xmax - self.xmin | |
| 311 |
|
311 | |||
| 312 | self.FTP_WEI = ftp_wei |
|
312 | self.FTP_WEI = ftp_wei | |
| 313 | self.EXP_CODE = exp_code |
|
313 | self.EXP_CODE = exp_code | |
| 314 | self.SUB_EXP_CODE = sub_exp_code |
|
314 | self.SUB_EXP_CODE = sub_exp_code | |
| 315 | self.PLOT_POS = plot_pos |
|
315 | self.PLOT_POS = plot_pos | |
| 316 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
316 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 317 | self.firstdate = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
317 | self.firstdate = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 318 | self.isConfig = True |
|
318 | self.isConfig = True | |
| 319 | update_figfile = True |
|
319 | update_figfile = True | |
| 320 |
|
320 | |||
| 321 | self.setWinTitle(title) |
|
321 | self.setWinTitle(title) | |
| 322 |
|
322 | |||
| 323 | i = 0 |
|
323 | i = 0 | |
| 324 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
324 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 325 |
|
325 | |||
| 326 | axes = self.axesList[i*self.__nsubplots] |
|
326 | axes = self.axesList[i*self.__nsubplots] | |
| 327 | nevents = axes.x_buffer.shape[0] + x.shape[0] |
|
327 | nevents = axes.x_buffer.shape[0] + x.shape[0] | |
| 328 | title = "Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n" %(self.firstdate,str_datetime,nevents) |
|
328 | title = "Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n" %(self.firstdate,str_datetime,nevents) | |
| 329 | axes.polar(x, y, |
|
329 | axes.polar(x, y, | |
| 330 | title=title, xlabel=xlabel, ylabel=ylabel, |
|
330 | title=title, xlabel=xlabel, ylabel=ylabel, | |
| 331 | ticksize=9, cblabel='') |
|
331 | ticksize=9, cblabel='') | |
| 332 |
|
332 | |||
| 333 | self.draw() |
|
333 | self.draw() | |
| 334 |
|
334 | |||
| 335 | self.save(figpath=figpath, |
|
335 | self.save(figpath=figpath, | |
| 336 | figfile=figfile, |
|
336 | figfile=figfile, | |
| 337 | save=save, |
|
337 | save=save, | |
| 338 | ftp=ftp, |
|
338 | ftp=ftp, | |
| 339 | wr_period=wr_period, |
|
339 | wr_period=wr_period, | |
| 340 | thisDatetime=thisDatetime, |
|
340 | thisDatetime=thisDatetime, | |
| 341 | update_figfile=update_figfile) |
|
341 | update_figfile=update_figfile) | |
| 342 |
|
342 | |||
| 343 | if dataOut.ltctime >= self.xmax: |
|
343 | if dataOut.ltctime >= self.xmax: | |
| 344 | self.isConfigmagwr = wr_period |
|
344 | self.isConfigmagwr = wr_period | |
| 345 | self.isConfig = False |
|
345 | self.isConfig = False | |
| 346 | update_figfile = True |
|
346 | update_figfile = True | |
| 347 | axes.__firsttime = True |
|
347 | axes.__firsttime = True | |
| 348 | self.xmin += self.timerange |
|
348 | self.xmin += self.timerange | |
| 349 | self.xmax += self.timerange |
|
349 | self.xmax += self.timerange | |
| 350 |
|
350 | |||
| 351 |
|
351 | |||
| 352 |
|
352 | |||
| 353 |
|
353 | |||
| 354 | class WindProfilerPlot(Figure): |
|
354 | class WindProfilerPlot(Figure): | |
| 355 |
|
355 | |||
| 356 | __isConfig = None |
|
356 | __isConfig = None | |
| 357 | __nsubplots = None |
|
357 | __nsubplots = None | |
| 358 |
|
358 | |||
| 359 | WIDTHPROF = None |
|
359 | WIDTHPROF = None | |
| 360 | HEIGHTPROF = None |
|
360 | HEIGHTPROF = None | |
| 361 | PREFIX = 'wind' |
|
361 | PREFIX = 'wind' | |
| 362 |
|
362 | |||
| 363 | def __init__(self): |
|
363 | def __init__(self): | |
| 364 |
|
364 | |||
| 365 | self.timerange = None |
|
365 | self.timerange = None | |
| 366 | self.isConfig = False |
|
366 | self.isConfig = False | |
| 367 | self.__nsubplots = 1 |
|
367 | self.__nsubplots = 1 | |
| 368 |
|
368 | |||
| 369 | self.WIDTH = 800 |
|
369 | self.WIDTH = 800 | |
| 370 | self.HEIGHT = 300 |
|
370 | self.HEIGHT = 300 | |
| 371 | self.WIDTHPROF = 120 |
|
371 | self.WIDTHPROF = 120 | |
| 372 | self.HEIGHTPROF = 0 |
|
372 | self.HEIGHTPROF = 0 | |
| 373 | self.counter_imagwr = 0 |
|
373 | self.counter_imagwr = 0 | |
| 374 |
|
374 | |||
| 375 | self.PLOT_CODE = WIND_CODE |
|
375 | self.PLOT_CODE = WIND_CODE | |
| 376 |
|
376 | |||
| 377 | self.FTP_WEI = None |
|
377 | self.FTP_WEI = None | |
| 378 | self.EXP_CODE = None |
|
378 | self.EXP_CODE = None | |
| 379 | self.SUB_EXP_CODE = None |
|
379 | self.SUB_EXP_CODE = None | |
| 380 | self.PLOT_POS = None |
|
380 | self.PLOT_POS = None | |
| 381 | self.tmin = None |
|
381 | self.tmin = None | |
| 382 | self.tmax = None |
|
382 | self.tmax = None | |
| 383 |
|
383 | |||
| 384 | self.xmin = None |
|
384 | self.xmin = None | |
| 385 | self.xmax = None |
|
385 | self.xmax = None | |
| 386 |
|
386 | |||
| 387 | self.figfile = None |
|
387 | self.figfile = None | |
| 388 |
|
388 | |||
| 389 | def getSubplots(self): |
|
389 | def getSubplots(self): | |
| 390 |
|
390 | |||
| 391 | ncol = 1 |
|
391 | ncol = 1 | |
| 392 | nrow = self.nplots |
|
392 | nrow = self.nplots | |
| 393 |
|
393 | |||
| 394 | return nrow, ncol |
|
394 | return nrow, ncol | |
| 395 |
|
395 | |||
| 396 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
396 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 397 |
|
397 | |||
| 398 | self.__showprofile = showprofile |
|
398 | self.__showprofile = showprofile | |
| 399 | self.nplots = nplots |
|
399 | self.nplots = nplots | |
| 400 |
|
400 | |||
| 401 | ncolspan = 1 |
|
401 | ncolspan = 1 | |
| 402 | colspan = 1 |
|
402 | colspan = 1 | |
| 403 |
|
403 | |||
| 404 | self.createFigure(id = id, |
|
404 | self.createFigure(id = id, | |
| 405 | wintitle = wintitle, |
|
405 | wintitle = wintitle, | |
| 406 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
406 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 407 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
407 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 408 | show=show) |
|
408 | show=show) | |
| 409 |
|
409 | |||
| 410 | nrow, ncol = self.getSubplots() |
|
410 | nrow, ncol = self.getSubplots() | |
| 411 |
|
411 | |||
| 412 | counter = 0 |
|
412 | counter = 0 | |
| 413 | for y in range(nrow): |
|
413 | for y in range(nrow): | |
| 414 | if counter >= self.nplots: |
|
414 | if counter >= self.nplots: | |
| 415 | break |
|
415 | break | |
| 416 |
|
416 | |||
| 417 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) |
|
417 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) | |
| 418 | counter += 1 |
|
418 | counter += 1 | |
| 419 |
|
419 | |||
| 420 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='False', |
|
420 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='False', | |
| 421 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
421 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 422 | zmax_ver = None, zmin_ver = None, SNRmin = None, SNRmax = None, |
|
422 | zmax_ver = None, zmin_ver = None, SNRmin = None, SNRmax = None, | |
| 423 | timerange=None, SNRthresh = None, |
|
423 | timerange=None, SNRthresh = None, | |
| 424 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
424 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 425 | server=None, folder=None, username=None, password=None, |
|
425 | server=None, folder=None, username=None, password=None, | |
| 426 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
426 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 427 | """ |
|
427 | """ | |
| 428 |
|
428 | |||
| 429 | Input: |
|
429 | Input: | |
| 430 | dataOut : |
|
430 | dataOut : | |
| 431 | id : |
|
431 | id : | |
| 432 | wintitle : |
|
432 | wintitle : | |
| 433 | channelList : |
|
433 | channelList : | |
| 434 | showProfile : |
|
434 | showProfile : | |
| 435 | xmin : None, |
|
435 | xmin : None, | |
| 436 | xmax : None, |
|
436 | xmax : None, | |
| 437 | ymin : None, |
|
437 | ymin : None, | |
| 438 | ymax : None, |
|
438 | ymax : None, | |
| 439 | zmin : None, |
|
439 | zmin : None, | |
| 440 | zmax : None |
|
440 | zmax : None | |
| 441 | """ |
|
441 | """ | |
| 442 |
|
442 | |||
| 443 | # if timerange is not None: |
|
443 | # if timerange is not None: | |
| 444 | # self.timerange = timerange |
|
444 | # self.timerange = timerange | |
| 445 | # |
|
445 | # | |
| 446 | # tmin = None |
|
446 | # tmin = None | |
| 447 | # tmax = None |
|
447 | # tmax = None | |
| 448 |
|
448 | |||
| 449 |
|
449 | |||
| 450 | x = dataOut.getTimeRange() |
|
450 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 451 |
y = dataOut. |
|
451 | y = dataOut.heightList | |
| 452 | #x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
452 | z = dataOut.data_output.copy() | |
| 453 | #y = dataOut.heightList |
|
|||
| 454 |
|
||||
| 455 | z = dataOut.data_output.copy() |
|
|||
| 456 | #print 'dataOut_JI',z |
|
|||
| 457 | nplots = z.shape[0] #Number of wind dimensions estimated |
|
453 | nplots = z.shape[0] #Number of wind dimensions estimated | |
| 458 | nplotsw = nplots |
|
454 | nplotsw = nplots | |
| 459 |
|
455 | |||
| 460 |
|
456 | |||
| 461 | #If there is a SNR function defined |
|
457 | #If there is a SNR function defined | |
| 462 | if dataOut.data_SNR is not None: |
|
458 | if dataOut.data_SNR is not None: | |
| 463 | nplots += 1 |
|
459 | nplots += 1 | |
| 464 | SNR = dataOut.data_SNR |
|
460 | SNR = dataOut.data_SNR | |
| 465 | SNRavg = numpy.average(SNR, axis=0) |
|
461 | SNRavg = numpy.average(SNR, axis=0) | |
| 466 |
|
462 | |||
| 467 | SNRdB = 10*numpy.log10(SNR) |
|
463 | SNRdB = 10*numpy.log10(SNR) | |
| 468 | SNRavgdB = 10*numpy.log10(SNRavg) |
|
464 | SNRavgdB = 10*numpy.log10(SNRavg) | |
| 469 |
|
465 | |||
| 470 | if SNRthresh == None: SNRthresh = -5.0 |
|
466 | if SNRthresh == None: SNRthresh = -5.0 | |
| 471 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] |
|
467 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] | |
| 472 |
|
468 | |||
| 473 | for i in range(nplotsw): |
|
469 | for i in range(nplotsw): | |
| 474 | z[i,ind] = numpy.nan |
|
470 | z[i,ind] = numpy.nan | |
| 475 |
|
471 | |||
| 476 |
|
||||
| 477 | # showprofile = False |
|
|||
| 478 | # thisDatetime = dataOut.datatime |
|
|||
| 479 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
472 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
|
|
473 | #thisDatetime = datetime.datetime.now() | |||
| 480 | title = wintitle + "Wind" |
|
474 | title = wintitle + "Wind" | |
| 481 | xlabel = "" |
|
475 | xlabel = "" | |
| 482 | ylabel = "Height (km)" |
|
476 | ylabel = "Height (km)" | |
| 483 | update_figfile = False |
|
477 | update_figfile = False | |
| 484 |
|
478 | |||
| 485 | if not self.isConfig: |
|
479 | if not self.isConfig: | |
| 486 |
|
480 | |||
| 487 | self.setup(id=id, |
|
481 | self.setup(id=id, | |
| 488 | nplots=nplots, |
|
482 | nplots=nplots, | |
| 489 | wintitle=wintitle, |
|
483 | wintitle=wintitle, | |
| 490 | showprofile=showprofile, |
|
484 | showprofile=showprofile, | |
| 491 | show=show) |
|
485 | show=show) | |
| 492 |
|
486 | |||
| 493 | if timerange is not None: |
|
487 | if timerange is not None: | |
| 494 | self.timerange = timerange |
|
488 | self.timerange = timerange | |
| 495 |
|
489 | |||
| 496 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
490 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 497 |
|
491 | |||
| 498 | if ymin == None: ymin = numpy.nanmin(y) |
|
492 | if ymin == None: ymin = numpy.nanmin(y) | |
| 499 | if ymax == None: ymax = numpy.nanmax(y) |
|
493 | if ymax == None: ymax = numpy.nanmax(y) | |
| 500 |
|
494 | |||
| 501 | if zmax == None: zmax = numpy.nanmax(abs(z[range(2),:])) |
|
495 | if zmax == None: zmax = numpy.nanmax(abs(z[range(2),:])) | |
| 502 | #if numpy.isnan(zmax): zmax = 50 |
|
496 | #if numpy.isnan(zmax): zmax = 50 | |
| 503 | if zmin == None: zmin = -zmax |
|
497 | if zmin == None: zmin = -zmax | |
| 504 |
|
498 | |||
| 505 | if nplotsw == 3: |
|
499 | if nplotsw == 3: | |
| 506 | if zmax_ver == None: zmax_ver = numpy.nanmax(abs(z[2,:])) |
|
500 | if zmax_ver == None: zmax_ver = numpy.nanmax(abs(z[2,:])) | |
| 507 | if zmin_ver == None: zmin_ver = -zmax_ver |
|
501 | if zmin_ver == None: zmin_ver = -zmax_ver | |
| 508 |
|
502 | |||
| 509 | if dataOut.data_SNR is not None: |
|
503 | if dataOut.data_SNR is not None: | |
| 510 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) |
|
504 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) | |
| 511 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) |
|
505 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) | |
| 512 |
|
506 | |||
| 513 |
|
507 | |||
| 514 | self.FTP_WEI = ftp_wei |
|
508 | self.FTP_WEI = ftp_wei | |
| 515 | self.EXP_CODE = exp_code |
|
509 | self.EXP_CODE = exp_code | |
| 516 | self.SUB_EXP_CODE = sub_exp_code |
|
510 | self.SUB_EXP_CODE = sub_exp_code | |
| 517 | self.PLOT_POS = plot_pos |
|
511 | self.PLOT_POS = plot_pos | |
| 518 |
|
512 | |||
| 519 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
513 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 520 | self.isConfig = True |
|
514 | self.isConfig = True | |
| 521 | self.figfile = figfile |
|
515 | self.figfile = figfile | |
| 522 | update_figfile = True |
|
516 | update_figfile = True | |
| 523 |
|
517 | |||
| 524 | self.setWinTitle(title) |
|
518 | self.setWinTitle(title) | |
| 525 |
|
519 | |||
| 526 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
520 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 527 | x[1] = self.xmax |
|
521 | x[1] = self.xmax | |
| 528 |
|
522 | |||
| 529 | strWind = ['Zonal', 'Meridional', 'Vertical'] |
|
523 | strWind = ['Zonal', 'Meridional', 'Vertical'] | |
| 530 | strCb = ['Velocity (m/s)','Velocity (m/s)','Velocity (cm/s)'] |
|
524 | strCb = ['Velocity (m/s)','Velocity (m/s)','Velocity (cm/s)'] | |
| 531 | zmaxVector = [zmax, zmax, zmax_ver] |
|
525 | zmaxVector = [zmax, zmax, zmax_ver] | |
| 532 | zminVector = [zmin, zmin, zmin_ver] |
|
526 | zminVector = [zmin, zmin, zmin_ver] | |
| 533 | windFactor = [1,1,100] |
|
527 | windFactor = [1,1,100] | |
| 534 |
|
528 | |||
| 535 | for i in range(nplotsw): |
|
529 | for i in range(nplotsw): | |
| 536 |
|
530 | |||
| 537 | title = "%s Wind: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
531 | title = "%s Wind: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 538 | axes = self.axesList[i*self.__nsubplots] |
|
532 | axes = self.axesList[i*self.__nsubplots] | |
| 539 |
|
533 | |||
| 540 | z1 = z[i,:].reshape((1,-1))*windFactor[i] |
|
534 | z1 = z[i,:].reshape((1,-1))*windFactor[i] | |
| 541 | #z1=numpy.ma.masked_where(z1==0.,z1) |
|
535 | #z1=numpy.ma.masked_where(z1==0.,z1) | |
| 542 |
|
536 | |||
| 543 | axes.pcolorbuffer(x, y, z1, |
|
537 | axes.pcolorbuffer(x, y, z1, | |
| 544 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], |
|
538 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], | |
| 545 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
539 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 546 | ticksize=9, cblabel=strCb[i], cbsize="1%", colormap="seismic" ) |
|
540 | ticksize=9, cblabel=strCb[i], cbsize="1%", colormap="seismic" ) | |
| 547 |
|
541 | |||
| 548 | if dataOut.data_SNR is not None: |
|
542 | if dataOut.data_SNR is not None: | |
| 549 | i += 1 |
|
543 | i += 1 | |
| 550 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
544 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 551 | axes = self.axesList[i*self.__nsubplots] |
|
545 | axes = self.axesList[i*self.__nsubplots] | |
| 552 |
|
546 | SNRavgdB = SNRavgdB.reshape((1,-1)) | ||
| 553 | SNRavgdB = SNRavgdB.reshape((1,-1)) |
|
|||
| 554 |
|
||||
| 555 | axes.pcolorbuffer(x, y, SNRavgdB, |
|
547 | axes.pcolorbuffer(x, y, SNRavgdB, | |
| 556 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
548 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 557 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
549 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 558 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") |
|
550 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") | |
| 559 |
|
551 | |||
| 560 | self.draw() |
|
552 | self.draw() | |
| 561 |
|
553 | |||
| 562 | self.save(figpath=figpath, |
|
554 | self.save(figpath=figpath, | |
| 563 | figfile=figfile, |
|
555 | figfile=figfile, | |
| 564 | save=save, |
|
556 | save=save, | |
| 565 | ftp=ftp, |
|
557 | ftp=ftp, | |
| 566 | wr_period=wr_period, |
|
558 | wr_period=wr_period, | |
| 567 | thisDatetime=thisDatetime, |
|
559 | thisDatetime=thisDatetime, | |
| 568 | update_figfile=update_figfile) |
|
560 | update_figfile=update_figfile) | |
| 569 |
|
561 | |||
| 570 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: |
|
562 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: | |
| 571 | self.counter_imagwr = wr_period |
|
563 | self.counter_imagwr = wr_period | |
| 572 | self.isConfig = False |
|
564 | self.isConfig = False | |
| 573 | update_figfile = True |
|
565 | update_figfile = True | |
| 574 |
|
566 | |||
| 575 |
|
567 | |||
| 576 | class ParametersPlot(Figure): |
|
568 | class ParametersPlot(Figure): | |
| 577 |
|
569 | |||
| 578 | __isConfig = None |
|
570 | __isConfig = None | |
| 579 | __nsubplots = None |
|
571 | __nsubplots = None | |
| 580 |
|
572 | |||
| 581 | WIDTHPROF = None |
|
573 | WIDTHPROF = None | |
| 582 | HEIGHTPROF = None |
|
574 | HEIGHTPROF = None | |
| 583 | PREFIX = 'param' |
|
575 | PREFIX = 'param' | |
| 584 |
|
576 | |||
| 585 | nplots = None |
|
577 | nplots = None | |
| 586 | nchan = None |
|
578 | nchan = None | |
| 587 |
|
579 | |||
| 588 | def __init__(self): |
|
580 | def __init__(self): | |
| 589 |
|
581 | |||
| 590 | self.timerange = None |
|
582 | self.timerange = None | |
| 591 | self.isConfig = False |
|
583 | self.isConfig = False | |
| 592 | self.__nsubplots = 1 |
|
584 | self.__nsubplots = 1 | |
| 593 |
|
585 | |||
| 594 | self.WIDTH = 800 |
|
586 | self.WIDTH = 800 | |
| 595 | self.HEIGHT = 180 |
|
587 | self.HEIGHT = 180 | |
| 596 | self.WIDTHPROF = 120 |
|
588 | self.WIDTHPROF = 120 | |
| 597 | self.HEIGHTPROF = 0 |
|
589 | self.HEIGHTPROF = 0 | |
| 598 | self.counter_imagwr = 0 |
|
590 | self.counter_imagwr = 0 | |
| 599 |
|
591 | |||
| 600 | self.PLOT_CODE = RTI_CODE |
|
592 | self.PLOT_CODE = RTI_CODE | |
| 601 |
|
593 | |||
| 602 | self.FTP_WEI = None |
|
594 | self.FTP_WEI = None | |
| 603 | self.EXP_CODE = None |
|
595 | self.EXP_CODE = None | |
| 604 | self.SUB_EXP_CODE = None |
|
596 | self.SUB_EXP_CODE = None | |
| 605 | self.PLOT_POS = None |
|
597 | self.PLOT_POS = None | |
| 606 | self.tmin = None |
|
598 | self.tmin = None | |
| 607 | self.tmax = None |
|
599 | self.tmax = None | |
| 608 |
|
600 | |||
| 609 | self.xmin = None |
|
601 | self.xmin = None | |
| 610 | self.xmax = None |
|
602 | self.xmax = None | |
| 611 |
|
603 | |||
| 612 | self.figfile = None |
|
604 | self.figfile = None | |
| 613 |
|
605 | |||
| 614 | def getSubplots(self): |
|
606 | def getSubplots(self): | |
| 615 |
|
607 | |||
| 616 | ncol = 1 |
|
608 | ncol = 1 | |
| 617 | nrow = self.nplots |
|
609 | nrow = self.nplots | |
| 618 |
|
610 | |||
| 619 | return nrow, ncol |
|
611 | return nrow, ncol | |
| 620 |
|
612 | |||
| 621 | def setup(self, id, nplots, wintitle, show=True): |
|
613 | def setup(self, id, nplots, wintitle, show=True): | |
| 622 |
|
614 | |||
| 623 | self.nplots = nplots |
|
615 | self.nplots = nplots | |
| 624 |
|
616 | |||
| 625 | ncolspan = 1 |
|
617 | ncolspan = 1 | |
| 626 | colspan = 1 |
|
618 | colspan = 1 | |
| 627 |
|
619 | |||
| 628 | self.createFigure(id = id, |
|
620 | self.createFigure(id = id, | |
| 629 | wintitle = wintitle, |
|
621 | wintitle = wintitle, | |
| 630 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
622 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 631 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
623 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 632 | show=show) |
|
624 | show=show) | |
| 633 |
|
625 | |||
| 634 | nrow, ncol = self.getSubplots() |
|
626 | nrow, ncol = self.getSubplots() | |
| 635 |
|
627 | |||
| 636 | counter = 0 |
|
628 | counter = 0 | |
| 637 | for y in range(nrow): |
|
629 | for y in range(nrow): | |
| 638 | for x in range(ncol): |
|
630 | for x in range(ncol): | |
| 639 |
|
631 | |||
| 640 | if counter >= self.nplots: |
|
632 | if counter >= self.nplots: | |
| 641 | break |
|
633 | break | |
| 642 |
|
634 | |||
| 643 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
635 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 644 |
|
636 | |||
| 645 | counter += 1 |
|
637 | counter += 1 | |
| 646 |
|
638 | |||
| 647 | def run(self, dataOut, id, wintitle="", channelList=None, paramIndex = 0, colormap=True, |
|
639 | def run(self, dataOut, id, wintitle="", channelList=None, paramIndex = 0, colormap=True, | |
| 648 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, timerange=None, |
|
640 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, timerange=None, | |
| 649 | showSNR=False, SNRthresh = -numpy.inf, SNRmin=None, SNRmax=None, |
|
641 | showSNR=False, SNRthresh = -numpy.inf, SNRmin=None, SNRmax=None, | |
| 650 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
642 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 651 | server=None, folder=None, username=None, password=None, |
|
643 | server=None, folder=None, username=None, password=None, | |
| 652 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
644 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 653 |
|
645 | |||
| 654 | """ |
|
646 | """ | |
| 655 |
|
647 | |||
| 656 | Input: |
|
648 | Input: | |
| 657 | dataOut : |
|
649 | dataOut : | |
| 658 | id : |
|
650 | id : | |
| 659 | wintitle : |
|
651 | wintitle : | |
| 660 | channelList : |
|
652 | channelList : | |
| 661 | showProfile : |
|
653 | showProfile : | |
| 662 | xmin : None, |
|
654 | xmin : None, | |
| 663 | xmax : None, |
|
655 | xmax : None, | |
| 664 | ymin : None, |
|
656 | ymin : None, | |
| 665 | ymax : None, |
|
657 | ymax : None, | |
| 666 | zmin : None, |
|
658 | zmin : None, | |
| 667 | zmax : None |
|
659 | zmax : None | |
| 668 | """ |
|
660 | """ | |
| 669 |
|
661 | |||
| 670 | if colormap: |
|
662 | if colormap: | |
| 671 | colormap="jet" |
|
663 | colormap="jet" | |
| 672 | else: |
|
664 | else: | |
| 673 | colormap="RdBu_r" |
|
665 | colormap="RdBu_r" | |
| 674 |
|
666 | |||
| 675 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): |
|
667 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): | |
| 676 | return |
|
668 | return | |
| 677 |
|
669 | |||
| 678 | if channelList == None: |
|
670 | if channelList == None: | |
| 679 | channelIndexList = range(dataOut.data_param.shape[0]) |
|
671 | channelIndexList = range(dataOut.data_param.shape[0]) | |
| 680 | else: |
|
672 | else: | |
| 681 | channelIndexList = [] |
|
673 | channelIndexList = [] | |
| 682 | for channel in channelList: |
|
674 | for channel in channelList: | |
| 683 | if channel not in dataOut.channelList: |
|
675 | if channel not in dataOut.channelList: | |
| 684 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
676 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 685 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
677 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 686 |
|
678 | |||
| 687 | x = dataOut.getTimeRange1(dataOut.paramInterval) |
|
679 | x = dataOut.getTimeRange1(dataOut.paramInterval) | |
| 688 | y = dataOut.getHeiRange() |
|
680 | y = dataOut.getHeiRange() | |
| 689 |
|
681 | |||
| 690 | if dataOut.data_param.ndim == 3: |
|
682 | if dataOut.data_param.ndim == 3: | |
| 691 | z = dataOut.data_param[channelIndexList,paramIndex,:] |
|
683 | z = dataOut.data_param[channelIndexList,paramIndex,:] | |
| 692 | else: |
|
684 | else: | |
| 693 | z = dataOut.data_param[channelIndexList,:] |
|
685 | z = dataOut.data_param[channelIndexList,:] | |
| 694 |
|
686 | |||
| 695 | if showSNR: |
|
687 | if showSNR: | |
| 696 | #SNR data |
|
688 | #SNR data | |
| 697 | SNRarray = dataOut.data_SNR[channelIndexList,:] |
|
689 | SNRarray = dataOut.data_SNR[channelIndexList,:] | |
| 698 | SNRdB = 10*numpy.log10(SNRarray) |
|
690 | SNRdB = 10*numpy.log10(SNRarray) | |
| 699 | ind = numpy.where(SNRdB < SNRthresh) |
|
691 | ind = numpy.where(SNRdB < SNRthresh) | |
| 700 | z[ind] = numpy.nan |
|
692 | z[ind] = numpy.nan | |
| 701 |
|
693 | |||
| 702 | thisDatetime = dataOut.datatime |
|
694 | thisDatetime = dataOut.datatime | |
| 703 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
695 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 704 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
696 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 705 | xlabel = "" |
|
697 | xlabel = "" | |
| 706 | ylabel = "Range (Km)" |
|
698 | ylabel = "Range (Km)" | |
| 707 |
|
699 | |||
| 708 | update_figfile = False |
|
700 | update_figfile = False | |
| 709 |
|
701 | |||
| 710 | if not self.isConfig: |
|
702 | if not self.isConfig: | |
| 711 |
|
703 | |||
| 712 | nchan = len(channelIndexList) |
|
704 | nchan = len(channelIndexList) | |
| 713 | self.nchan = nchan |
|
705 | self.nchan = nchan | |
| 714 | self.plotFact = 1 |
|
706 | self.plotFact = 1 | |
| 715 | nplots = nchan |
|
707 | nplots = nchan | |
| 716 |
|
708 | |||
| 717 | if showSNR: |
|
709 | if showSNR: | |
| 718 | nplots = nchan*2 |
|
710 | nplots = nchan*2 | |
| 719 | self.plotFact = 2 |
|
711 | self.plotFact = 2 | |
| 720 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) |
|
712 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) | |
| 721 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) |
|
713 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) | |
| 722 |
|
714 | |||
| 723 | self.setup(id=id, |
|
715 | self.setup(id=id, | |
| 724 | nplots=nplots, |
|
716 | nplots=nplots, | |
| 725 | wintitle=wintitle, |
|
717 | wintitle=wintitle, | |
| 726 | show=show) |
|
718 | show=show) | |
| 727 |
|
719 | |||
| 728 | if timerange != None: |
|
720 | if timerange != None: | |
| 729 | self.timerange = timerange |
|
721 | self.timerange = timerange | |
| 730 |
|
722 | |||
| 731 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
723 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 732 |
|
724 | |||
| 733 | if ymin == None: ymin = numpy.nanmin(y) |
|
725 | if ymin == None: ymin = numpy.nanmin(y) | |
| 734 | if ymax == None: ymax = numpy.nanmax(y) |
|
726 | if ymax == None: ymax = numpy.nanmax(y) | |
| 735 | if zmin == None: zmin = numpy.nanmin(z) |
|
727 | if zmin == None: zmin = numpy.nanmin(z) | |
| 736 | if zmax == None: zmax = numpy.nanmax(z) |
|
728 | if zmax == None: zmax = numpy.nanmax(z) | |
| 737 |
|
729 | |||
| 738 | self.FTP_WEI = ftp_wei |
|
730 | self.FTP_WEI = ftp_wei | |
| 739 | self.EXP_CODE = exp_code |
|
731 | self.EXP_CODE = exp_code | |
| 740 | self.SUB_EXP_CODE = sub_exp_code |
|
732 | self.SUB_EXP_CODE = sub_exp_code | |
| 741 | self.PLOT_POS = plot_pos |
|
733 | self.PLOT_POS = plot_pos | |
| 742 |
|
734 | |||
| 743 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
735 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 744 | self.isConfig = True |
|
736 | self.isConfig = True | |
| 745 | self.figfile = figfile |
|
737 | self.figfile = figfile | |
| 746 | update_figfile = True |
|
738 | update_figfile = True | |
| 747 |
|
739 | |||
| 748 | self.setWinTitle(title) |
|
740 | self.setWinTitle(title) | |
| 749 |
|
741 | |||
| 750 | for i in range(self.nchan): |
|
742 | for i in range(self.nchan): | |
| 751 | index = channelIndexList[i] |
|
743 | index = channelIndexList[i] | |
| 752 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
744 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 753 | axes = self.axesList[i*self.plotFact] |
|
745 | axes = self.axesList[i*self.plotFact] | |
| 754 | z1 = z[i,:].reshape((1,-1)) |
|
746 | z1 = z[i,:].reshape((1,-1)) | |
| 755 | axes.pcolorbuffer(x, y, z1, |
|
747 | axes.pcolorbuffer(x, y, z1, | |
| 756 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
748 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 757 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
749 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 758 | ticksize=9, cblabel='', cbsize="1%",colormap=colormap) |
|
750 | ticksize=9, cblabel='', cbsize="1%",colormap=colormap) | |
| 759 |
|
751 | |||
| 760 | if showSNR: |
|
752 | if showSNR: | |
| 761 | title = "Channel %d SNR: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
753 | title = "Channel %d SNR: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 762 | axes = self.axesList[i*self.plotFact + 1] |
|
754 | axes = self.axesList[i*self.plotFact + 1] | |
| 763 | SNRdB1 = SNRdB[i,:].reshape((1,-1)) |
|
755 | SNRdB1 = SNRdB[i,:].reshape((1,-1)) | |
| 764 | axes.pcolorbuffer(x, y, SNRdB1, |
|
756 | axes.pcolorbuffer(x, y, SNRdB1, | |
| 765 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
757 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 766 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
758 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 767 | ticksize=9, cblabel='', cbsize="1%",colormap='jet') |
|
759 | ticksize=9, cblabel='', cbsize="1%",colormap='jet') | |
| 768 |
|
760 | |||
| 769 |
|
761 | |||
| 770 | self.draw() |
|
762 | self.draw() | |
| 771 |
|
763 | |||
| 772 | if dataOut.ltctime >= self.xmax: |
|
764 | if dataOut.ltctime >= self.xmax: | |
| 773 | self.counter_imagwr = wr_period |
|
765 | self.counter_imagwr = wr_period | |
| 774 | self.isConfig = False |
|
766 | self.isConfig = False | |
| 775 | update_figfile = True |
|
767 | update_figfile = True | |
| 776 |
|
768 | |||
| 777 | self.save(figpath=figpath, |
|
769 | self.save(figpath=figpath, | |
| 778 | figfile=figfile, |
|
770 | figfile=figfile, | |
| 779 | save=save, |
|
771 | save=save, | |
| 780 | ftp=ftp, |
|
772 | ftp=ftp, | |
| 781 | wr_period=wr_period, |
|
773 | wr_period=wr_period, | |
| 782 | thisDatetime=thisDatetime, |
|
774 | thisDatetime=thisDatetime, | |
| 783 | update_figfile=update_figfile) |
|
775 | update_figfile=update_figfile) | |
| 784 |
|
776 | |||
| 785 |
|
777 | |||
| 786 |
|
778 | |||
| 787 | class Parameters1Plot(Figure): |
|
779 | class Parameters1Plot(Figure): | |
| 788 |
|
780 | |||
| 789 | __isConfig = None |
|
781 | __isConfig = None | |
| 790 | __nsubplots = None |
|
782 | __nsubplots = None | |
| 791 |
|
783 | |||
| 792 | WIDTHPROF = None |
|
784 | WIDTHPROF = None | |
| 793 | HEIGHTPROF = None |
|
785 | HEIGHTPROF = None | |
| 794 | PREFIX = 'prm' |
|
786 | PREFIX = 'prm' | |
| 795 |
|
787 | |||
| 796 | def __init__(self): |
|
788 | def __init__(self): | |
| 797 |
|
789 | |||
| 798 | self.timerange = 2*60*60 |
|
790 | self.timerange = 2*60*60 | |
| 799 | self.isConfig = False |
|
791 | self.isConfig = False | |
| 800 | self.__nsubplots = 1 |
|
792 | self.__nsubplots = 1 | |
| 801 |
|
793 | |||
| 802 | self.WIDTH = 800 |
|
794 | self.WIDTH = 800 | |
| 803 | self.HEIGHT = 150 |
|
795 | self.HEIGHT = 150 | |
| 804 | self.WIDTHPROF = 120 |
|
796 | self.WIDTHPROF = 120 | |
| 805 | self.HEIGHTPROF = 0 |
|
797 | self.HEIGHTPROF = 0 | |
| 806 | self.counter_imagwr = 0 |
|
798 | self.counter_imagwr = 0 | |
| 807 |
|
799 | |||
| 808 | self.PLOT_CODE = PARMS_CODE |
|
800 | self.PLOT_CODE = PARMS_CODE | |
| 809 |
|
801 | |||
| 810 | self.FTP_WEI = None |
|
802 | self.FTP_WEI = None | |
| 811 | self.EXP_CODE = None |
|
803 | self.EXP_CODE = None | |
| 812 | self.SUB_EXP_CODE = None |
|
804 | self.SUB_EXP_CODE = None | |
| 813 | self.PLOT_POS = None |
|
805 | self.PLOT_POS = None | |
| 814 | self.tmin = None |
|
806 | self.tmin = None | |
| 815 | self.tmax = None |
|
807 | self.tmax = None | |
| 816 |
|
808 | |||
| 817 | self.xmin = None |
|
809 | self.xmin = None | |
| 818 | self.xmax = None |
|
810 | self.xmax = None | |
| 819 |
|
811 | |||
| 820 | self.figfile = None |
|
812 | self.figfile = None | |
| 821 |
|
813 | |||
| 822 | def getSubplots(self): |
|
814 | def getSubplots(self): | |
| 823 |
|
815 | |||
| 824 | ncol = 1 |
|
816 | ncol = 1 | |
| 825 | nrow = self.nplots |
|
817 | nrow = self.nplots | |
| 826 |
|
818 | |||
| 827 | return nrow, ncol |
|
819 | return nrow, ncol | |
| 828 |
|
820 | |||
| 829 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
821 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 830 |
|
822 | |||
| 831 | self.__showprofile = showprofile |
|
823 | self.__showprofile = showprofile | |
| 832 | self.nplots = nplots |
|
824 | self.nplots = nplots | |
| 833 |
|
825 | |||
| 834 | ncolspan = 1 |
|
826 | ncolspan = 1 | |
| 835 | colspan = 1 |
|
827 | colspan = 1 | |
| 836 |
|
828 | |||
| 837 | self.createFigure(id = id, |
|
829 | self.createFigure(id = id, | |
| 838 | wintitle = wintitle, |
|
830 | wintitle = wintitle, | |
| 839 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
831 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 840 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
832 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 841 | show=show) |
|
833 | show=show) | |
| 842 |
|
834 | |||
| 843 | nrow, ncol = self.getSubplots() |
|
835 | nrow, ncol = self.getSubplots() | |
| 844 |
|
836 | |||
| 845 | counter = 0 |
|
837 | counter = 0 | |
| 846 | for y in range(nrow): |
|
838 | for y in range(nrow): | |
| 847 | for x in range(ncol): |
|
839 | for x in range(ncol): | |
| 848 |
|
840 | |||
| 849 | if counter >= self.nplots: |
|
841 | if counter >= self.nplots: | |
| 850 | break |
|
842 | break | |
| 851 |
|
843 | |||
| 852 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
844 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 853 |
|
845 | |||
| 854 | if showprofile: |
|
846 | if showprofile: | |
| 855 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
847 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 856 |
|
848 | |||
| 857 | counter += 1 |
|
849 | counter += 1 | |
| 858 |
|
850 | |||
| 859 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, |
|
851 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, | |
| 860 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,timerange=None, |
|
852 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,timerange=None, | |
| 861 | parameterIndex = None, onlyPositive = False, |
|
853 | parameterIndex = None, onlyPositive = False, | |
| 862 | SNRthresh = -numpy.inf, SNR = True, SNRmin = None, SNRmax = None, onlySNR = False, |
|
854 | SNRthresh = -numpy.inf, SNR = True, SNRmin = None, SNRmax = None, onlySNR = False, | |
| 863 | DOP = True, |
|
855 | DOP = True, | |
| 864 | zlabel = "", parameterName = "", parameterObject = "data_param", |
|
856 | zlabel = "", parameterName = "", parameterObject = "data_param", | |
| 865 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
857 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 866 | server=None, folder=None, username=None, password=None, |
|
858 | server=None, folder=None, username=None, password=None, | |
| 867 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
859 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 868 |
|
860 | |||
| 869 | """ |
|
861 | """ | |
| 870 |
|
862 | |||
| 871 | Input: |
|
863 | Input: | |
| 872 | dataOut : |
|
864 | dataOut : | |
| 873 | id : |
|
865 | id : | |
| 874 | wintitle : |
|
866 | wintitle : | |
| 875 | channelList : |
|
867 | channelList : | |
| 876 | showProfile : |
|
868 | showProfile : | |
| 877 | xmin : None, |
|
869 | xmin : None, | |
| 878 | xmax : None, |
|
870 | xmax : None, | |
| 879 | ymin : None, |
|
871 | ymin : None, | |
| 880 | ymax : None, |
|
872 | ymax : None, | |
| 881 | zmin : None, |
|
873 | zmin : None, | |
| 882 | zmax : None |
|
874 | zmax : None | |
| 883 | """ |
|
875 | """ | |
| 884 |
|
876 | |||
| 885 | data_param = getattr(dataOut, parameterObject) |
|
877 | data_param = getattr(dataOut, parameterObject) | |
| 886 |
|
878 | |||
| 887 | if channelList == None: |
|
879 | if channelList == None: | |
| 888 | channelIndexList = numpy.arange(data_param.shape[0]) |
|
880 | channelIndexList = numpy.arange(data_param.shape[0]) | |
| 889 | else: |
|
881 | else: | |
| 890 | channelIndexList = numpy.array(channelList) |
|
882 | channelIndexList = numpy.array(channelList) | |
| 891 |
|
883 | |||
| 892 | nchan = len(channelIndexList) #Number of channels being plotted |
|
884 | nchan = len(channelIndexList) #Number of channels being plotted | |
| 893 |
|
885 | |||
| 894 | if nchan < 1: |
|
886 | if nchan < 1: | |
| 895 | return |
|
887 | return | |
| 896 |
|
888 | |||
| 897 | nGraphsByChannel = 0 |
|
889 | nGraphsByChannel = 0 | |
| 898 |
|
890 | |||
| 899 | if SNR: |
|
891 | if SNR: | |
| 900 | nGraphsByChannel += 1 |
|
892 | nGraphsByChannel += 1 | |
| 901 | if DOP: |
|
893 | if DOP: | |
| 902 | nGraphsByChannel += 1 |
|
894 | nGraphsByChannel += 1 | |
| 903 |
|
895 | |||
| 904 | if nGraphsByChannel < 1: |
|
896 | if nGraphsByChannel < 1: | |
| 905 | return |
|
897 | return | |
| 906 |
|
898 | |||
| 907 | nplots = nGraphsByChannel*nchan |
|
899 | nplots = nGraphsByChannel*nchan | |
| 908 |
|
900 | |||
| 909 | if timerange is not None: |
|
901 | if timerange is not None: | |
| 910 | self.timerange = timerange |
|
902 | self.timerange = timerange | |
| 911 |
|
903 | |||
| 912 | #tmin = None |
|
904 | #tmin = None | |
| 913 | #tmax = None |
|
905 | #tmax = None | |
| 914 | if parameterIndex == None: |
|
906 | if parameterIndex == None: | |
| 915 | parameterIndex = 1 |
|
907 | parameterIndex = 1 | |
| 916 |
|
908 | |||
| 917 | x = dataOut.getTimeRange1(dataOut.paramInterval) |
|
909 | x = dataOut.getTimeRange1(dataOut.paramInterval) | |
| 918 | y = dataOut.heightList |
|
910 | y = dataOut.heightList | |
| 919 | z = data_param[channelIndexList,parameterIndex,:].copy() |
|
911 | z = data_param[channelIndexList,parameterIndex,:].copy() | |
| 920 |
|
912 | |||
| 921 | zRange = dataOut.abscissaList |
|
913 | zRange = dataOut.abscissaList | |
| 922 | # nChannels = z.shape[0] #Number of wind dimensions estimated |
|
914 | # nChannels = z.shape[0] #Number of wind dimensions estimated | |
| 923 | # thisDatetime = dataOut.datatime |
|
915 | # thisDatetime = dataOut.datatime | |
| 924 |
|
916 | |||
| 925 | if dataOut.data_SNR is not None: |
|
917 | if dataOut.data_SNR is not None: | |
| 926 | SNRarray = dataOut.data_SNR[channelIndexList,:] |
|
918 | SNRarray = dataOut.data_SNR[channelIndexList,:] | |
| 927 | SNRdB = 10*numpy.log10(SNRarray) |
|
919 | SNRdB = 10*numpy.log10(SNRarray) | |
| 928 | # SNRavgdB = 10*numpy.log10(SNRavg) |
|
920 | # SNRavgdB = 10*numpy.log10(SNRavg) | |
| 929 | ind = numpy.where(SNRdB < 10**(SNRthresh/10)) |
|
921 | ind = numpy.where(SNRdB < 10**(SNRthresh/10)) | |
| 930 | z[ind] = numpy.nan |
|
922 | z[ind] = numpy.nan | |
| 931 |
|
923 | |||
| 932 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
924 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 933 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
925 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 934 | xlabel = "" |
|
926 | xlabel = "" | |
| 935 | ylabel = "Range (Km)" |
|
927 | ylabel = "Range (Km)" | |
| 936 |
|
928 | |||
| 937 | if (SNR and not onlySNR): nplots = 2*nplots |
|
929 | if (SNR and not onlySNR): nplots = 2*nplots | |
| 938 |
|
930 | |||
| 939 | if onlyPositive: |
|
931 | if onlyPositive: | |
| 940 | colormap = "jet" |
|
932 | colormap = "jet" | |
| 941 | zmin = 0 |
|
933 | zmin = 0 | |
| 942 | else: colormap = "RdBu_r" |
|
934 | else: colormap = "RdBu_r" | |
| 943 |
|
935 | |||
| 944 | if not self.isConfig: |
|
936 | if not self.isConfig: | |
| 945 |
|
937 | |||
| 946 | self.setup(id=id, |
|
938 | self.setup(id=id, | |
| 947 | nplots=nplots, |
|
939 | nplots=nplots, | |
| 948 | wintitle=wintitle, |
|
940 | wintitle=wintitle, | |
| 949 | showprofile=showprofile, |
|
941 | showprofile=showprofile, | |
| 950 | show=show) |
|
942 | show=show) | |
| 951 |
|
943 | |||
| 952 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
944 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 953 |
|
945 | |||
| 954 | if ymin == None: ymin = numpy.nanmin(y) |
|
946 | if ymin == None: ymin = numpy.nanmin(y) | |
| 955 | if ymax == None: ymax = numpy.nanmax(y) |
|
947 | if ymax == None: ymax = numpy.nanmax(y) | |
| 956 | if zmin == None: zmin = numpy.nanmin(zRange) |
|
948 | if zmin == None: zmin = numpy.nanmin(zRange) | |
| 957 | if zmax == None: zmax = numpy.nanmax(zRange) |
|
949 | if zmax == None: zmax = numpy.nanmax(zRange) | |
| 958 |
|
950 | |||
| 959 | if SNR: |
|
951 | if SNR: | |
| 960 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) |
|
952 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) | |
| 961 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) |
|
953 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) | |
| 962 |
|
954 | |||
| 963 | self.FTP_WEI = ftp_wei |
|
955 | self.FTP_WEI = ftp_wei | |
| 964 | self.EXP_CODE = exp_code |
|
956 | self.EXP_CODE = exp_code | |
| 965 | self.SUB_EXP_CODE = sub_exp_code |
|
957 | self.SUB_EXP_CODE = sub_exp_code | |
| 966 | self.PLOT_POS = plot_pos |
|
958 | self.PLOT_POS = plot_pos | |
| 967 |
|
959 | |||
| 968 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
960 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 969 | self.isConfig = True |
|
961 | self.isConfig = True | |
| 970 | self.figfile = figfile |
|
962 | self.figfile = figfile | |
| 971 |
|
963 | |||
| 972 | self.setWinTitle(title) |
|
964 | self.setWinTitle(title) | |
| 973 |
|
965 | |||
| 974 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
966 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 975 | x[1] = self.xmax |
|
967 | x[1] = self.xmax | |
| 976 |
|
968 | |||
| 977 | for i in range(nchan): |
|
969 | for i in range(nchan): | |
| 978 |
|
970 | |||
| 979 | if (SNR and not onlySNR): j = 2*i |
|
971 | if (SNR and not onlySNR): j = 2*i | |
| 980 | else: j = i |
|
972 | else: j = i | |
| 981 |
|
973 | |||
| 982 | j = nGraphsByChannel*i |
|
974 | j = nGraphsByChannel*i | |
| 983 |
|
975 | |||
| 984 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
976 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 985 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
977 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 986 |
|
978 | |||
| 987 | if not onlySNR: |
|
979 | if not onlySNR: | |
| 988 | axes = self.axesList[j*self.__nsubplots] |
|
980 | axes = self.axesList[j*self.__nsubplots] | |
| 989 | z1 = z[i,:].reshape((1,-1)) |
|
981 | z1 = z[i,:].reshape((1,-1)) | |
| 990 | axes.pcolorbuffer(x, y, z1, |
|
982 | axes.pcolorbuffer(x, y, z1, | |
| 991 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
983 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 992 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, |
|
984 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, | |
| 993 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
985 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 994 |
|
986 | |||
| 995 | if DOP: |
|
987 | if DOP: | |
| 996 | title = "%s Channel %d: %s" %(parameterName, channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
988 | title = "%s Channel %d: %s" %(parameterName, channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 997 |
|
989 | |||
| 998 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
990 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 999 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
991 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 1000 | axes = self.axesList[j] |
|
992 | axes = self.axesList[j] | |
| 1001 | z1 = z[i,:].reshape((1,-1)) |
|
993 | z1 = z[i,:].reshape((1,-1)) | |
| 1002 | axes.pcolorbuffer(x, y, z1, |
|
994 | axes.pcolorbuffer(x, y, z1, | |
| 1003 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
995 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 1004 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, |
|
996 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, | |
| 1005 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
997 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 1006 |
|
998 | |||
| 1007 | if SNR: |
|
999 | if SNR: | |
| 1008 | title = "Channel %d Signal Noise Ratio (SNR): %s" %(channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1000 | title = "Channel %d Signal Noise Ratio (SNR): %s" %(channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1009 | axes = self.axesList[(j)*self.__nsubplots] |
|
1001 | axes = self.axesList[(j)*self.__nsubplots] | |
| 1010 | if not onlySNR: |
|
1002 | if not onlySNR: | |
| 1011 | axes = self.axesList[(j + 1)*self.__nsubplots] |
|
1003 | axes = self.axesList[(j + 1)*self.__nsubplots] | |
| 1012 |
|
1004 | |||
| 1013 | axes = self.axesList[(j + nGraphsByChannel-1)] |
|
1005 | axes = self.axesList[(j + nGraphsByChannel-1)] | |
| 1014 |
|
1006 | |||
| 1015 | z1 = SNRdB[i,:].reshape((1,-1)) |
|
1007 | z1 = SNRdB[i,:].reshape((1,-1)) | |
| 1016 | axes.pcolorbuffer(x, y, z1, |
|
1008 | axes.pcolorbuffer(x, y, z1, | |
| 1017 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
1009 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 1018 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap="jet", |
|
1010 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap="jet", | |
| 1019 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
1011 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 1020 |
|
1012 | |||
| 1021 |
|
1013 | |||
| 1022 |
|
1014 | |||
| 1023 | self.draw() |
|
1015 | self.draw() | |
| 1024 |
|
1016 | |||
| 1025 | if x[1] >= self.axesList[0].xmax: |
|
1017 | if x[1] >= self.axesList[0].xmax: | |
| 1026 | self.counter_imagwr = wr_period |
|
1018 | self.counter_imagwr = wr_period | |
| 1027 | self.isConfig = False |
|
1019 | self.isConfig = False | |
| 1028 | self.figfile = None |
|
1020 | self.figfile = None | |
| 1029 |
|
1021 | |||
| 1030 | self.save(figpath=figpath, |
|
1022 | self.save(figpath=figpath, | |
| 1031 | figfile=figfile, |
|
1023 | figfile=figfile, | |
| 1032 | save=save, |
|
1024 | save=save, | |
| 1033 | ftp=ftp, |
|
1025 | ftp=ftp, | |
| 1034 | wr_period=wr_period, |
|
1026 | wr_period=wr_period, | |
| 1035 | thisDatetime=thisDatetime, |
|
1027 | thisDatetime=thisDatetime, | |
| 1036 | update_figfile=False) |
|
1028 | update_figfile=False) | |
| 1037 |
|
1029 | |||
| 1038 | class SpectralFittingPlot(Figure): |
|
1030 | class SpectralFittingPlot(Figure): | |
| 1039 |
|
1031 | |||
| 1040 | __isConfig = None |
|
1032 | __isConfig = None | |
| 1041 | __nsubplots = None |
|
1033 | __nsubplots = None | |
| 1042 |
|
1034 | |||
| 1043 | WIDTHPROF = None |
|
1035 | WIDTHPROF = None | |
| 1044 | HEIGHTPROF = None |
|
1036 | HEIGHTPROF = None | |
| 1045 | PREFIX = 'prm' |
|
1037 | PREFIX = 'prm' | |
| 1046 |
|
1038 | |||
| 1047 |
|
1039 | |||
| 1048 | N = None |
|
1040 | N = None | |
| 1049 | ippSeconds = None |
|
1041 | ippSeconds = None | |
| 1050 |
|
1042 | |||
| 1051 | def __init__(self): |
|
1043 | def __init__(self): | |
| 1052 | self.isConfig = False |
|
1044 | self.isConfig = False | |
| 1053 | self.__nsubplots = 1 |
|
1045 | self.__nsubplots = 1 | |
| 1054 |
|
1046 | |||
| 1055 | self.PLOT_CODE = SPECFIT_CODE |
|
1047 | self.PLOT_CODE = SPECFIT_CODE | |
| 1056 |
|
1048 | |||
| 1057 | self.WIDTH = 450 |
|
1049 | self.WIDTH = 450 | |
| 1058 | self.HEIGHT = 250 |
|
1050 | self.HEIGHT = 250 | |
| 1059 | self.WIDTHPROF = 0 |
|
1051 | self.WIDTHPROF = 0 | |
| 1060 | self.HEIGHTPROF = 0 |
|
1052 | self.HEIGHTPROF = 0 | |
| 1061 |
|
1053 | |||
| 1062 | def getSubplots(self): |
|
1054 | def getSubplots(self): | |
| 1063 |
|
1055 | |||
| 1064 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
1056 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 1065 | nrow = int(self.nplots*1./ncol + 0.9) |
|
1057 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 1066 |
|
1058 | |||
| 1067 | return nrow, ncol |
|
1059 | return nrow, ncol | |
| 1068 |
|
1060 | |||
| 1069 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): |
|
1061 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): | |
| 1070 |
|
1062 | |||
| 1071 | showprofile = False |
|
1063 | showprofile = False | |
| 1072 | self.__showprofile = showprofile |
|
1064 | self.__showprofile = showprofile | |
| 1073 | self.nplots = nplots |
|
1065 | self.nplots = nplots | |
| 1074 |
|
1066 | |||
| 1075 | ncolspan = 5 |
|
1067 | ncolspan = 5 | |
| 1076 | colspan = 4 |
|
1068 | colspan = 4 | |
| 1077 | if showprofile: |
|
1069 | if showprofile: | |
| 1078 | ncolspan = 5 |
|
1070 | ncolspan = 5 | |
| 1079 | colspan = 4 |
|
1071 | colspan = 4 | |
| 1080 | self.__nsubplots = 2 |
|
1072 | self.__nsubplots = 2 | |
| 1081 |
|
1073 | |||
| 1082 | self.createFigure(id = id, |
|
1074 | self.createFigure(id = id, | |
| 1083 | wintitle = wintitle, |
|
1075 | wintitle = wintitle, | |
| 1084 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1076 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1085 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1077 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1086 | show=show) |
|
1078 | show=show) | |
| 1087 |
|
1079 | |||
| 1088 | nrow, ncol = self.getSubplots() |
|
1080 | nrow, ncol = self.getSubplots() | |
| 1089 |
|
1081 | |||
| 1090 | counter = 0 |
|
1082 | counter = 0 | |
| 1091 | for y in range(nrow): |
|
1083 | for y in range(nrow): | |
| 1092 | for x in range(ncol): |
|
1084 | for x in range(ncol): | |
| 1093 |
|
1085 | |||
| 1094 | if counter >= self.nplots: |
|
1086 | if counter >= self.nplots: | |
| 1095 | break |
|
1087 | break | |
| 1096 |
|
1088 | |||
| 1097 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1089 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1098 |
|
1090 | |||
| 1099 | if showprofile: |
|
1091 | if showprofile: | |
| 1100 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
1092 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 1101 |
|
1093 | |||
| 1102 | counter += 1 |
|
1094 | counter += 1 | |
| 1103 |
|
1095 | |||
| 1104 | def run(self, dataOut, id, cutHeight=None, fit=False, wintitle="", channelList=None, showprofile=True, |
|
1096 | def run(self, dataOut, id, cutHeight=None, fit=False, wintitle="", channelList=None, showprofile=True, | |
| 1105 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1097 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1106 | save=False, figpath='./', figfile=None, show=True): |
|
1098 | save=False, figpath='./', figfile=None, show=True): | |
| 1107 |
|
1099 | |||
| 1108 | """ |
|
1100 | """ | |
| 1109 |
|
1101 | |||
| 1110 | Input: |
|
1102 | Input: | |
| 1111 | dataOut : |
|
1103 | dataOut : | |
| 1112 | id : |
|
1104 | id : | |
| 1113 | wintitle : |
|
1105 | wintitle : | |
| 1114 | channelList : |
|
1106 | channelList : | |
| 1115 | showProfile : |
|
1107 | showProfile : | |
| 1116 | xmin : None, |
|
1108 | xmin : None, | |
| 1117 | xmax : None, |
|
1109 | xmax : None, | |
| 1118 | zmin : None, |
|
1110 | zmin : None, | |
| 1119 | zmax : None |
|
1111 | zmax : None | |
| 1120 | """ |
|
1112 | """ | |
| 1121 |
|
1113 | |||
| 1122 | if cutHeight==None: |
|
1114 | if cutHeight==None: | |
| 1123 | h=270 |
|
1115 | h=270 | |
| 1124 | heightindex = numpy.abs(cutHeight - dataOut.heightList).argmin() |
|
1116 | heightindex = numpy.abs(cutHeight - dataOut.heightList).argmin() | |
| 1125 | cutHeight = dataOut.heightList[heightindex] |
|
1117 | cutHeight = dataOut.heightList[heightindex] | |
| 1126 |
|
1118 | |||
| 1127 | factor = dataOut.normFactor |
|
1119 | factor = dataOut.normFactor | |
| 1128 | x = dataOut.abscissaList[:-1] |
|
1120 | x = dataOut.abscissaList[:-1] | |
| 1129 | #y = dataOut.getHeiRange() |
|
1121 | #y = dataOut.getHeiRange() | |
| 1130 |
|
1122 | |||
| 1131 | z = dataOut.data_pre[:,:,heightindex]/factor |
|
1123 | z = dataOut.data_pre[:,:,heightindex]/factor | |
| 1132 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
1124 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 1133 | avg = numpy.average(z, axis=1) |
|
1125 | avg = numpy.average(z, axis=1) | |
| 1134 | listChannels = z.shape[0] |
|
1126 | listChannels = z.shape[0] | |
| 1135 |
|
1127 | |||
| 1136 | #Reconstruct Function |
|
1128 | #Reconstruct Function | |
| 1137 | if fit==True: |
|
1129 | if fit==True: | |
| 1138 | groupArray = dataOut.groupList |
|
1130 | groupArray = dataOut.groupList | |
| 1139 | listChannels = groupArray.reshape((groupArray.size)) |
|
1131 | listChannels = groupArray.reshape((groupArray.size)) | |
| 1140 | listChannels.sort() |
|
1132 | listChannels.sort() | |
| 1141 | spcFitLine = numpy.zeros(z.shape) |
|
1133 | spcFitLine = numpy.zeros(z.shape) | |
| 1142 | constants = dataOut.constants |
|
1134 | constants = dataOut.constants | |
| 1143 |
|
1135 | |||
| 1144 | nGroups = groupArray.shape[0] |
|
1136 | nGroups = groupArray.shape[0] | |
| 1145 | nChannels = groupArray.shape[1] |
|
1137 | nChannels = groupArray.shape[1] | |
| 1146 | nProfiles = z.shape[1] |
|
1138 | nProfiles = z.shape[1] | |
| 1147 |
|
1139 | |||
| 1148 | for f in range(nGroups): |
|
1140 | for f in range(nGroups): | |
| 1149 | groupChann = groupArray[f,:] |
|
1141 | groupChann = groupArray[f,:] | |
| 1150 | p = dataOut.data_param[f,:,heightindex] |
|
1142 | p = dataOut.data_param[f,:,heightindex] | |
| 1151 | # p = numpy.array([ 89.343967,0.14036615,0.17086219,18.89835291,1.58388365,1.55099167]) |
|
1143 | # p = numpy.array([ 89.343967,0.14036615,0.17086219,18.89835291,1.58388365,1.55099167]) | |
| 1152 | fitLineAux = dataOut.library.modelFunction(p, constants)*nProfiles |
|
1144 | fitLineAux = dataOut.library.modelFunction(p, constants)*nProfiles | |
| 1153 | fitLineAux = fitLineAux.reshape((nChannels,nProfiles)) |
|
1145 | fitLineAux = fitLineAux.reshape((nChannels,nProfiles)) | |
| 1154 | spcFitLine[groupChann,:] = fitLineAux |
|
1146 | spcFitLine[groupChann,:] = fitLineAux | |
| 1155 | # spcFitLine = spcFitLine/factor |
|
1147 | # spcFitLine = spcFitLine/factor | |
| 1156 |
|
1148 | |||
| 1157 | z = z[listChannels,:] |
|
1149 | z = z[listChannels,:] | |
| 1158 | spcFitLine = spcFitLine[listChannels,:] |
|
1150 | spcFitLine = spcFitLine[listChannels,:] | |
| 1159 | spcFitLinedB = 10*numpy.log10(spcFitLine) |
|
1151 | spcFitLinedB = 10*numpy.log10(spcFitLine) | |
| 1160 |
|
1152 | |||
| 1161 | zdB = 10*numpy.log10(z) |
|
1153 | zdB = 10*numpy.log10(z) | |
| 1162 | #thisDatetime = dataOut.datatime |
|
1154 | #thisDatetime = dataOut.datatime | |
| 1163 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
1155 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 1164 | title = wintitle + " Doppler Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
1156 | title = wintitle + " Doppler Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 1165 | xlabel = "Velocity (m/s)" |
|
1157 | xlabel = "Velocity (m/s)" | |
| 1166 | ylabel = "Spectrum" |
|
1158 | ylabel = "Spectrum" | |
| 1167 |
|
1159 | |||
| 1168 | if not self.isConfig: |
|
1160 | if not self.isConfig: | |
| 1169 |
|
1161 | |||
| 1170 | nplots = listChannels.size |
|
1162 | nplots = listChannels.size | |
| 1171 |
|
1163 | |||
| 1172 | self.setup(id=id, |
|
1164 | self.setup(id=id, | |
| 1173 | nplots=nplots, |
|
1165 | nplots=nplots, | |
| 1174 | wintitle=wintitle, |
|
1166 | wintitle=wintitle, | |
| 1175 | showprofile=showprofile, |
|
1167 | showprofile=showprofile, | |
| 1176 | show=show) |
|
1168 | show=show) | |
| 1177 |
|
1169 | |||
| 1178 | if xmin == None: xmin = numpy.nanmin(x) |
|
1170 | if xmin == None: xmin = numpy.nanmin(x) | |
| 1179 | if xmax == None: xmax = numpy.nanmax(x) |
|
1171 | if xmax == None: xmax = numpy.nanmax(x) | |
| 1180 | if ymin == None: ymin = numpy.nanmin(zdB) |
|
1172 | if ymin == None: ymin = numpy.nanmin(zdB) | |
| 1181 | if ymax == None: ymax = numpy.nanmax(zdB)+2 |
|
1173 | if ymax == None: ymax = numpy.nanmax(zdB)+2 | |
| 1182 |
|
1174 | |||
| 1183 | self.isConfig = True |
|
1175 | self.isConfig = True | |
| 1184 |
|
1176 | |||
| 1185 | self.setWinTitle(title) |
|
1177 | self.setWinTitle(title) | |
| 1186 | for i in range(self.nplots): |
|
1178 | for i in range(self.nplots): | |
| 1187 | # title = "Channel %d: %4.2fdB" %(dataOut.channelList[i]+1, noisedB[i]) |
|
1179 | # title = "Channel %d: %4.2fdB" %(dataOut.channelList[i]+1, noisedB[i]) | |
| 1188 | title = "Height %4.1f km\nChannel %d:" %(cutHeight, listChannels[i]) |
|
1180 | title = "Height %4.1f km\nChannel %d:" %(cutHeight, listChannels[i]) | |
| 1189 | axes = self.axesList[i*self.__nsubplots] |
|
1181 | axes = self.axesList[i*self.__nsubplots] | |
| 1190 | if fit == False: |
|
1182 | if fit == False: | |
| 1191 | axes.pline(x, zdB[i,:], |
|
1183 | axes.pline(x, zdB[i,:], | |
| 1192 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
1184 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 1193 | xlabel=xlabel, ylabel=ylabel, title=title |
|
1185 | xlabel=xlabel, ylabel=ylabel, title=title | |
| 1194 | ) |
|
1186 | ) | |
| 1195 | if fit == True: |
|
1187 | if fit == True: | |
| 1196 | fitline=spcFitLinedB[i,:] |
|
1188 | fitline=spcFitLinedB[i,:] | |
| 1197 | y=numpy.vstack([zdB[i,:],fitline] ) |
|
1189 | y=numpy.vstack([zdB[i,:],fitline] ) | |
| 1198 | legendlabels=['Data','Fitting'] |
|
1190 | legendlabels=['Data','Fitting'] | |
| 1199 | axes.pmultilineyaxis(x, y, |
|
1191 | axes.pmultilineyaxis(x, y, | |
| 1200 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
1192 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 1201 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
1193 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 1202 | legendlabels=legendlabels, marker=None, |
|
1194 | legendlabels=legendlabels, marker=None, | |
| 1203 | linestyle='solid', grid='both') |
|
1195 | linestyle='solid', grid='both') | |
| 1204 |
|
1196 | |||
| 1205 | self.draw() |
|
1197 | self.draw() | |
| 1206 |
|
1198 | |||
| 1207 | self.save(figpath=figpath, |
|
1199 | self.save(figpath=figpath, | |
| 1208 | figfile=figfile, |
|
1200 | figfile=figfile, | |
| 1209 | save=save, |
|
1201 | save=save, | |
| 1210 | ftp=ftp, |
|
1202 | ftp=ftp, | |
| 1211 | wr_period=wr_period, |
|
1203 | wr_period=wr_period, | |
| 1212 | thisDatetime=thisDatetime) |
|
1204 | thisDatetime=thisDatetime) | |
| 1213 |
|
1205 | |||
| 1214 |
|
1206 | |||
| 1215 | class EWDriftsPlot(Figure): |
|
1207 | class EWDriftsPlot(Figure): | |
| 1216 |
|
1208 | |||
| 1217 | __isConfig = None |
|
1209 | __isConfig = None | |
| 1218 | __nsubplots = None |
|
1210 | __nsubplots = None | |
| 1219 |
|
1211 | |||
| 1220 | WIDTHPROF = None |
|
1212 | WIDTHPROF = None | |
| 1221 | HEIGHTPROF = None |
|
1213 | HEIGHTPROF = None | |
| 1222 | PREFIX = 'drift' |
|
1214 | PREFIX = 'drift' | |
| 1223 |
|
1215 | |||
| 1224 | def __init__(self): |
|
1216 | def __init__(self): | |
| 1225 |
|
1217 | |||
| 1226 | self.timerange = 2*60*60 |
|
1218 | self.timerange = 2*60*60 | |
| 1227 | self.isConfig = False |
|
1219 | self.isConfig = False | |
| 1228 | self.__nsubplots = 1 |
|
1220 | self.__nsubplots = 1 | |
| 1229 |
|
1221 | |||
| 1230 | self.WIDTH = 800 |
|
1222 | self.WIDTH = 800 | |
| 1231 | self.HEIGHT = 150 |
|
1223 | self.HEIGHT = 150 | |
| 1232 | self.WIDTHPROF = 120 |
|
1224 | self.WIDTHPROF = 120 | |
| 1233 | self.HEIGHTPROF = 0 |
|
1225 | self.HEIGHTPROF = 0 | |
| 1234 | self.counter_imagwr = 0 |
|
1226 | self.counter_imagwr = 0 | |
| 1235 |
|
1227 | |||
| 1236 | self.PLOT_CODE = EWDRIFT_CODE |
|
1228 | self.PLOT_CODE = EWDRIFT_CODE | |
| 1237 |
|
1229 | |||
| 1238 | self.FTP_WEI = None |
|
1230 | self.FTP_WEI = None | |
| 1239 | self.EXP_CODE = None |
|
1231 | self.EXP_CODE = None | |
| 1240 | self.SUB_EXP_CODE = None |
|
1232 | self.SUB_EXP_CODE = None | |
| 1241 | self.PLOT_POS = None |
|
1233 | self.PLOT_POS = None | |
| 1242 | self.tmin = None |
|
1234 | self.tmin = None | |
| 1243 | self.tmax = None |
|
1235 | self.tmax = None | |
| 1244 |
|
1236 | |||
| 1245 | self.xmin = None |
|
1237 | self.xmin = None | |
| 1246 | self.xmax = None |
|
1238 | self.xmax = None | |
| 1247 |
|
1239 | |||
| 1248 | self.figfile = None |
|
1240 | self.figfile = None | |
| 1249 |
|
1241 | |||
| 1250 | def getSubplots(self): |
|
1242 | def getSubplots(self): | |
| 1251 |
|
1243 | |||
| 1252 | ncol = 1 |
|
1244 | ncol = 1 | |
| 1253 | nrow = self.nplots |
|
1245 | nrow = self.nplots | |
| 1254 |
|
1246 | |||
| 1255 | return nrow, ncol |
|
1247 | return nrow, ncol | |
| 1256 |
|
1248 | |||
| 1257 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1249 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1258 |
|
1250 | |||
| 1259 | self.__showprofile = showprofile |
|
1251 | self.__showprofile = showprofile | |
| 1260 | self.nplots = nplots |
|
1252 | self.nplots = nplots | |
| 1261 |
|
1253 | |||
| 1262 | ncolspan = 1 |
|
1254 | ncolspan = 1 | |
| 1263 | colspan = 1 |
|
1255 | colspan = 1 | |
| 1264 |
|
1256 | |||
| 1265 | self.createFigure(id = id, |
|
1257 | self.createFigure(id = id, | |
| 1266 | wintitle = wintitle, |
|
1258 | wintitle = wintitle, | |
| 1267 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1259 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1268 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1260 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1269 | show=show) |
|
1261 | show=show) | |
| 1270 |
|
1262 | |||
| 1271 | nrow, ncol = self.getSubplots() |
|
1263 | nrow, ncol = self.getSubplots() | |
| 1272 |
|
1264 | |||
| 1273 | counter = 0 |
|
1265 | counter = 0 | |
| 1274 | for y in range(nrow): |
|
1266 | for y in range(nrow): | |
| 1275 | if counter >= self.nplots: |
|
1267 | if counter >= self.nplots: | |
| 1276 | break |
|
1268 | break | |
| 1277 |
|
1269 | |||
| 1278 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) |
|
1270 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) | |
| 1279 | counter += 1 |
|
1271 | counter += 1 | |
| 1280 |
|
1272 | |||
| 1281 | def run(self, dataOut, id, wintitle="", channelList=None, |
|
1273 | def run(self, dataOut, id, wintitle="", channelList=None, | |
| 1282 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
1274 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 1283 | zmaxVertical = None, zminVertical = None, zmaxZonal = None, zminZonal = None, |
|
1275 | zmaxVertical = None, zminVertical = None, zmaxZonal = None, zminZonal = None, | |
| 1284 | timerange=None, SNRthresh = -numpy.inf, SNRmin = None, SNRmax = None, SNR_1 = False, |
|
1276 | timerange=None, SNRthresh = -numpy.inf, SNRmin = None, SNRmax = None, SNR_1 = False, | |
| 1285 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
1277 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 1286 | server=None, folder=None, username=None, password=None, |
|
1278 | server=None, folder=None, username=None, password=None, | |
| 1287 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1279 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1288 | """ |
|
1280 | """ | |
| 1289 |
|
1281 | |||
| 1290 | Input: |
|
1282 | Input: | |
| 1291 | dataOut : |
|
1283 | dataOut : | |
| 1292 | id : |
|
1284 | id : | |
| 1293 | wintitle : |
|
1285 | wintitle : | |
| 1294 | channelList : |
|
1286 | channelList : | |
| 1295 | showProfile : |
|
1287 | showProfile : | |
| 1296 | xmin : None, |
|
1288 | xmin : None, | |
| 1297 | xmax : None, |
|
1289 | xmax : None, | |
| 1298 | ymin : None, |
|
1290 | ymin : None, | |
| 1299 | ymax : None, |
|
1291 | ymax : None, | |
| 1300 | zmin : None, |
|
1292 | zmin : None, | |
| 1301 | zmax : None |
|
1293 | zmax : None | |
| 1302 | """ |
|
1294 | """ | |
| 1303 |
|
1295 | |||
| 1304 | if timerange is not None: |
|
1296 | if timerange is not None: | |
| 1305 | self.timerange = timerange |
|
1297 | self.timerange = timerange | |
| 1306 |
|
1298 | |||
| 1307 | tmin = None |
|
1299 | tmin = None | |
| 1308 | tmax = None |
|
1300 | tmax = None | |
| 1309 |
|
1301 | |||
| 1310 | x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
1302 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 1311 | # y = dataOut.heightList |
|
1303 | # y = dataOut.heightList | |
| 1312 | y = dataOut.heightList |
|
1304 | y = dataOut.heightList | |
| 1313 |
|
1305 | |||
| 1314 | z = dataOut.data_output |
|
1306 | z = dataOut.data_output | |
| 1315 | nplots = z.shape[0] #Number of wind dimensions estimated |
|
1307 | nplots = z.shape[0] #Number of wind dimensions estimated | |
| 1316 | nplotsw = nplots |
|
1308 | nplotsw = nplots | |
| 1317 |
|
1309 | |||
| 1318 | #If there is a SNR function defined |
|
1310 | #If there is a SNR function defined | |
| 1319 | if dataOut.data_SNR is not None: |
|
1311 | if dataOut.data_SNR is not None: | |
| 1320 | nplots += 1 |
|
1312 | nplots += 1 | |
| 1321 | SNR = dataOut.data_SNR |
|
1313 | SNR = dataOut.data_SNR | |
| 1322 |
|
1314 | |||
| 1323 | if SNR_1: |
|
1315 | if SNR_1: | |
| 1324 | SNR += 1 |
|
1316 | SNR += 1 | |
| 1325 |
|
1317 | |||
| 1326 | SNRavg = numpy.average(SNR, axis=0) |
|
1318 | SNRavg = numpy.average(SNR, axis=0) | |
| 1327 |
|
1319 | |||
| 1328 | SNRdB = 10*numpy.log10(SNR) |
|
1320 | SNRdB = 10*numpy.log10(SNR) | |
| 1329 | SNRavgdB = 10*numpy.log10(SNRavg) |
|
1321 | SNRavgdB = 10*numpy.log10(SNRavg) | |
| 1330 |
|
1322 | |||
| 1331 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] |
|
1323 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] | |
| 1332 |
|
1324 | |||
| 1333 | for i in range(nplotsw): |
|
1325 | for i in range(nplotsw): | |
| 1334 | z[i,ind] = numpy.nan |
|
1326 | z[i,ind] = numpy.nan | |
| 1335 |
|
1327 | |||
| 1336 |
|
1328 | |||
| 1337 | showprofile = False |
|
1329 | showprofile = False | |
| 1338 | # thisDatetime = dataOut.datatime |
|
1330 | # thisDatetime = dataOut.datatime | |
| 1339 | thisDatetime = datetime.datetime.utcfromtimestamp(x[1]) |
|
1331 | thisDatetime = datetime.datetime.utcfromtimestamp(x[1]) | |
| 1340 | title = wintitle + " EW Drifts" |
|
1332 | title = wintitle + " EW Drifts" | |
| 1341 | xlabel = "" |
|
1333 | xlabel = "" | |
| 1342 | ylabel = "Height (Km)" |
|
1334 | ylabel = "Height (Km)" | |
| 1343 |
|
1335 | |||
| 1344 | if not self.isConfig: |
|
1336 | if not self.isConfig: | |
| 1345 |
|
1337 | |||
| 1346 | self.setup(id=id, |
|
1338 | self.setup(id=id, | |
| 1347 | nplots=nplots, |
|
1339 | nplots=nplots, | |
| 1348 | wintitle=wintitle, |
|
1340 | wintitle=wintitle, | |
| 1349 | showprofile=showprofile, |
|
1341 | showprofile=showprofile, | |
| 1350 | show=show) |
|
1342 | show=show) | |
| 1351 |
|
1343 | |||
| 1352 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1344 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1353 |
|
1345 | |||
| 1354 | if ymin == None: ymin = numpy.nanmin(y) |
|
1346 | if ymin == None: ymin = numpy.nanmin(y) | |
| 1355 | if ymax == None: ymax = numpy.nanmax(y) |
|
1347 | if ymax == None: ymax = numpy.nanmax(y) | |
| 1356 |
|
1348 | |||
| 1357 | if zmaxZonal == None: zmaxZonal = numpy.nanmax(abs(z[0,:])) |
|
1349 | if zmaxZonal == None: zmaxZonal = numpy.nanmax(abs(z[0,:])) | |
| 1358 | if zminZonal == None: zminZonal = -zmaxZonal |
|
1350 | if zminZonal == None: zminZonal = -zmaxZonal | |
| 1359 | if zmaxVertical == None: zmaxVertical = numpy.nanmax(abs(z[1,:])) |
|
1351 | if zmaxVertical == None: zmaxVertical = numpy.nanmax(abs(z[1,:])) | |
| 1360 | if zminVertical == None: zminVertical = -zmaxVertical |
|
1352 | if zminVertical == None: zminVertical = -zmaxVertical | |
| 1361 |
|
1353 | |||
| 1362 | if dataOut.data_SNR is not None: |
|
1354 | if dataOut.data_SNR is not None: | |
| 1363 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) |
|
1355 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) | |
| 1364 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) |
|
1356 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) | |
| 1365 |
|
1357 | |||
| 1366 | self.FTP_WEI = ftp_wei |
|
1358 | self.FTP_WEI = ftp_wei | |
| 1367 | self.EXP_CODE = exp_code |
|
1359 | self.EXP_CODE = exp_code | |
| 1368 | self.SUB_EXP_CODE = sub_exp_code |
|
1360 | self.SUB_EXP_CODE = sub_exp_code | |
| 1369 | self.PLOT_POS = plot_pos |
|
1361 | self.PLOT_POS = plot_pos | |
| 1370 |
|
1362 | |||
| 1371 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1363 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1372 | self.isConfig = True |
|
1364 | self.isConfig = True | |
| 1373 |
|
1365 | |||
| 1374 |
|
1366 | |||
| 1375 | self.setWinTitle(title) |
|
1367 | self.setWinTitle(title) | |
| 1376 |
|
1368 | |||
| 1377 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
1369 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 1378 | x[1] = self.xmax |
|
1370 | x[1] = self.xmax | |
| 1379 |
|
1371 | |||
| 1380 | strWind = ['Zonal','Vertical'] |
|
1372 | strWind = ['Zonal','Vertical'] | |
| 1381 | strCb = 'Velocity (m/s)' |
|
1373 | strCb = 'Velocity (m/s)' | |
| 1382 | zmaxVector = [zmaxZonal, zmaxVertical] |
|
1374 | zmaxVector = [zmaxZonal, zmaxVertical] | |
| 1383 | zminVector = [zminZonal, zminVertical] |
|
1375 | zminVector = [zminZonal, zminVertical] | |
| 1384 |
|
1376 | |||
| 1385 | for i in range(nplotsw): |
|
1377 | for i in range(nplotsw): | |
| 1386 |
|
1378 | |||
| 1387 | title = "%s Drifts: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1379 | title = "%s Drifts: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1388 | axes = self.axesList[i*self.__nsubplots] |
|
1380 | axes = self.axesList[i*self.__nsubplots] | |
| 1389 |
|
1381 | |||
| 1390 | z1 = z[i,:].reshape((1,-1)) |
|
1382 | z1 = z[i,:].reshape((1,-1)) | |
| 1391 |
|
1383 | |||
| 1392 | axes.pcolorbuffer(x, y, z1, |
|
1384 | axes.pcolorbuffer(x, y, z1, | |
| 1393 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], |
|
1385 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], | |
| 1394 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
1386 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 1395 | ticksize=9, cblabel=strCb, cbsize="1%", colormap="RdBu_r") |
|
1387 | ticksize=9, cblabel=strCb, cbsize="1%", colormap="RdBu_r") | |
| 1396 |
|
1388 | |||
| 1397 | if dataOut.data_SNR is not None: |
|
1389 | if dataOut.data_SNR is not None: | |
| 1398 | i += 1 |
|
1390 | i += 1 | |
| 1399 | if SNR_1: |
|
1391 | if SNR_1: | |
| 1400 | title = "Signal Noise Ratio + 1 (SNR+1): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1392 | title = "Signal Noise Ratio + 1 (SNR+1): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1401 | else: |
|
1393 | else: | |
| 1402 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1394 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1403 | axes = self.axesList[i*self.__nsubplots] |
|
1395 | axes = self.axesList[i*self.__nsubplots] | |
| 1404 | SNRavgdB = SNRavgdB.reshape((1,-1)) |
|
1396 | SNRavgdB = SNRavgdB.reshape((1,-1)) | |
| 1405 |
|
1397 | |||
| 1406 | axes.pcolorbuffer(x, y, SNRavgdB, |
|
1398 | axes.pcolorbuffer(x, y, SNRavgdB, | |
| 1407 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
1399 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 1408 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
1400 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 1409 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") |
|
1401 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") | |
| 1410 |
|
1402 | |||
| 1411 | self.draw() |
|
1403 | self.draw() | |
| 1412 |
|
1404 | |||
| 1413 | if x[1] >= self.axesList[0].xmax: |
|
1405 | if x[1] >= self.axesList[0].xmax: | |
| 1414 | self.counter_imagwr = wr_period |
|
1406 | self.counter_imagwr = wr_period | |
| 1415 | self.isConfig = False |
|
1407 | self.isConfig = False | |
| 1416 | self.figfile = None |
|
1408 | self.figfile = None | |
| 1417 |
|
1409 | |||
| 1418 |
|
1410 | |||
| 1419 |
|
1411 | |||
| 1420 |
|
1412 | |||
| 1421 | class PhasePlot(Figure): |
|
1413 | class PhasePlot(Figure): | |
| 1422 |
|
1414 | |||
| 1423 | __isConfig = None |
|
1415 | __isConfig = None | |
| 1424 | __nsubplots = None |
|
1416 | __nsubplots = None | |
| 1425 |
|
1417 | |||
| 1426 | PREFIX = 'mphase' |
|
1418 | PREFIX = 'mphase' | |
| 1427 |
|
1419 | |||
| 1428 | def __init__(self): |
|
1420 | def __init__(self): | |
| 1429 |
|
1421 | |||
| 1430 | self.timerange = 24*60*60 |
|
1422 | self.timerange = 24*60*60 | |
| 1431 | self.isConfig = False |
|
1423 | self.isConfig = False | |
| 1432 | self.__nsubplots = 1 |
|
1424 | self.__nsubplots = 1 | |
| 1433 | self.counter_imagwr = 0 |
|
1425 | self.counter_imagwr = 0 | |
| 1434 | self.WIDTH = 600 |
|
1426 | self.WIDTH = 600 | |
| 1435 | self.HEIGHT = 300 |
|
1427 | self.HEIGHT = 300 | |
| 1436 | self.WIDTHPROF = 120 |
|
1428 | self.WIDTHPROF = 120 | |
| 1437 | self.HEIGHTPROF = 0 |
|
1429 | self.HEIGHTPROF = 0 | |
| 1438 | self.xdata = None |
|
1430 | self.xdata = None | |
| 1439 | self.ydata = None |
|
1431 | self.ydata = None | |
| 1440 |
|
1432 | |||
| 1441 | self.PLOT_CODE = MPHASE_CODE |
|
1433 | self.PLOT_CODE = MPHASE_CODE | |
| 1442 |
|
1434 | |||
| 1443 | self.FTP_WEI = None |
|
1435 | self.FTP_WEI = None | |
| 1444 | self.EXP_CODE = None |
|
1436 | self.EXP_CODE = None | |
| 1445 | self.SUB_EXP_CODE = None |
|
1437 | self.SUB_EXP_CODE = None | |
| 1446 | self.PLOT_POS = None |
|
1438 | self.PLOT_POS = None | |
| 1447 |
|
1439 | |||
| 1448 |
|
1440 | |||
| 1449 | self.filename_phase = None |
|
1441 | self.filename_phase = None | |
| 1450 |
|
1442 | |||
| 1451 | self.figfile = None |
|
1443 | self.figfile = None | |
| 1452 |
|
1444 | |||
| 1453 | def getSubplots(self): |
|
1445 | def getSubplots(self): | |
| 1454 |
|
1446 | |||
| 1455 | ncol = 1 |
|
1447 | ncol = 1 | |
| 1456 | nrow = 1 |
|
1448 | nrow = 1 | |
| 1457 |
|
1449 | |||
| 1458 | return nrow, ncol |
|
1450 | return nrow, ncol | |
| 1459 |
|
1451 | |||
| 1460 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1452 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1461 |
|
1453 | |||
| 1462 | self.__showprofile = showprofile |
|
1454 | self.__showprofile = showprofile | |
| 1463 | self.nplots = nplots |
|
1455 | self.nplots = nplots | |
| 1464 |
|
1456 | |||
| 1465 | ncolspan = 7 |
|
1457 | ncolspan = 7 | |
| 1466 | colspan = 6 |
|
1458 | colspan = 6 | |
| 1467 | self.__nsubplots = 2 |
|
1459 | self.__nsubplots = 2 | |
| 1468 |
|
1460 | |||
| 1469 | self.createFigure(id = id, |
|
1461 | self.createFigure(id = id, | |
| 1470 | wintitle = wintitle, |
|
1462 | wintitle = wintitle, | |
| 1471 | widthplot = self.WIDTH+self.WIDTHPROF, |
|
1463 | widthplot = self.WIDTH+self.WIDTHPROF, | |
| 1472 | heightplot = self.HEIGHT+self.HEIGHTPROF, |
|
1464 | heightplot = self.HEIGHT+self.HEIGHTPROF, | |
| 1473 | show=show) |
|
1465 | show=show) | |
| 1474 |
|
1466 | |||
| 1475 | nrow, ncol = self.getSubplots() |
|
1467 | nrow, ncol = self.getSubplots() | |
| 1476 |
|
1468 | |||
| 1477 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) |
|
1469 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) | |
| 1478 |
|
1470 | |||
| 1479 |
|
1471 | |||
| 1480 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', |
|
1472 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', | |
| 1481 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1473 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1482 | timerange=None, |
|
1474 | timerange=None, | |
| 1483 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1475 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1484 | server=None, folder=None, username=None, password=None, |
|
1476 | server=None, folder=None, username=None, password=None, | |
| 1485 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1477 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1486 |
|
1478 | |||
| 1487 |
|
1479 | |||
| 1488 | tmin = None |
|
1480 | tmin = None | |
| 1489 | tmax = None |
|
1481 | tmax = None | |
| 1490 | x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
1482 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 1491 | y = dataOut.getHeiRange() |
|
1483 | y = dataOut.getHeiRange() | |
| 1492 |
|
1484 | |||
| 1493 |
|
1485 | |||
| 1494 | #thisDatetime = dataOut.datatime |
|
1486 | #thisDatetime = dataOut.datatime | |
| 1495 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
1487 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1496 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1488 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1497 | xlabel = "Local Time" |
|
1489 | xlabel = "Local Time" | |
| 1498 | ylabel = "Phase" |
|
1490 | ylabel = "Phase" | |
| 1499 |
|
1491 | |||
| 1500 |
|
1492 | |||
| 1501 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) |
|
1493 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) | |
| 1502 | phase_beacon = dataOut.data_output |
|
1494 | phase_beacon = dataOut.data_output | |
| 1503 | update_figfile = False |
|
1495 | update_figfile = False | |
| 1504 |
|
1496 | |||
| 1505 | if not self.isConfig: |
|
1497 | if not self.isConfig: | |
| 1506 |
|
1498 | |||
| 1507 | self.nplots = phase_beacon.size |
|
1499 | self.nplots = phase_beacon.size | |
| 1508 |
|
1500 | |||
| 1509 | self.setup(id=id, |
|
1501 | self.setup(id=id, | |
| 1510 | nplots=self.nplots, |
|
1502 | nplots=self.nplots, | |
| 1511 | wintitle=wintitle, |
|
1503 | wintitle=wintitle, | |
| 1512 | showprofile=showprofile, |
|
1504 | showprofile=showprofile, | |
| 1513 | show=show) |
|
1505 | show=show) | |
| 1514 |
|
1506 | |||
| 1515 | if timerange is not None: |
|
1507 | if timerange is not None: | |
| 1516 | self.timerange = timerange |
|
1508 | self.timerange = timerange | |
| 1517 |
|
1509 | |||
| 1518 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1510 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1519 |
|
1511 | |||
| 1520 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 |
|
1512 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 | |
| 1521 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 |
|
1513 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 | |
| 1522 |
|
1514 | |||
| 1523 | self.FTP_WEI = ftp_wei |
|
1515 | self.FTP_WEI = ftp_wei | |
| 1524 | self.EXP_CODE = exp_code |
|
1516 | self.EXP_CODE = exp_code | |
| 1525 | self.SUB_EXP_CODE = sub_exp_code |
|
1517 | self.SUB_EXP_CODE = sub_exp_code | |
| 1526 | self.PLOT_POS = plot_pos |
|
1518 | self.PLOT_POS = plot_pos | |
| 1527 |
|
1519 | |||
| 1528 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1520 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1529 | self.isConfig = True |
|
1521 | self.isConfig = True | |
| 1530 | self.figfile = figfile |
|
1522 | self.figfile = figfile | |
| 1531 | self.xdata = numpy.array([]) |
|
1523 | self.xdata = numpy.array([]) | |
| 1532 | self.ydata = numpy.array([]) |
|
1524 | self.ydata = numpy.array([]) | |
| 1533 |
|
1525 | |||
| 1534 | #open file beacon phase |
|
1526 | #open file beacon phase | |
| 1535 | path = '%s%03d' %(self.PREFIX, self.id) |
|
1527 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 1536 | beacon_file = os.path.join(path,'%s.txt'%self.name) |
|
1528 | beacon_file = os.path.join(path,'%s.txt'%self.name) | |
| 1537 | self.filename_phase = os.path.join(figpath,beacon_file) |
|
1529 | self.filename_phase = os.path.join(figpath,beacon_file) | |
| 1538 | update_figfile = True |
|
1530 | update_figfile = True | |
| 1539 |
|
1531 | |||
| 1540 |
|
1532 | |||
| 1541 | #store data beacon phase |
|
1533 | #store data beacon phase | |
| 1542 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) |
|
1534 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) | |
| 1543 |
|
1535 | |||
| 1544 | self.setWinTitle(title) |
|
1536 | self.setWinTitle(title) | |
| 1545 |
|
1537 | |||
| 1546 |
|
1538 | |||
| 1547 | title = "Phase Offset %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1539 | title = "Phase Offset %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1548 |
|
1540 | |||
| 1549 | legendlabels = ["phase %d"%(chan) for chan in numpy.arange(self.nplots)] |
|
1541 | legendlabels = ["phase %d"%(chan) for chan in numpy.arange(self.nplots)] | |
| 1550 |
|
1542 | |||
| 1551 | axes = self.axesList[0] |
|
1543 | axes = self.axesList[0] | |
| 1552 |
|
1544 | |||
| 1553 | self.xdata = numpy.hstack((self.xdata, x[0:1])) |
|
1545 | self.xdata = numpy.hstack((self.xdata, x[0:1])) | |
| 1554 |
|
1546 | |||
| 1555 | if len(self.ydata)==0: |
|
1547 | if len(self.ydata)==0: | |
| 1556 | self.ydata = phase_beacon.reshape(-1,1) |
|
1548 | self.ydata = phase_beacon.reshape(-1,1) | |
| 1557 | else: |
|
1549 | else: | |
| 1558 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) |
|
1550 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) | |
| 1559 |
|
1551 | |||
| 1560 |
|
1552 | |||
| 1561 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, |
|
1553 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, | |
| 1562 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, |
|
1554 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, | |
| 1563 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", |
|
1555 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", | |
| 1564 | XAxisAsTime=True, grid='both' |
|
1556 | XAxisAsTime=True, grid='both' | |
| 1565 | ) |
|
1557 | ) | |
| 1566 |
|
1558 | |||
| 1567 | self.draw() |
|
1559 | self.draw() | |
| 1568 |
|
1560 | |||
| 1569 | self.save(figpath=figpath, |
|
1561 | self.save(figpath=figpath, | |
| 1570 | figfile=figfile, |
|
1562 | figfile=figfile, | |
| 1571 | save=save, |
|
1563 | save=save, | |
| 1572 | ftp=ftp, |
|
1564 | ftp=ftp, | |
| 1573 | wr_period=wr_period, |
|
1565 | wr_period=wr_period, | |
| 1574 | thisDatetime=thisDatetime, |
|
1566 | thisDatetime=thisDatetime, | |
| 1575 | update_figfile=update_figfile) |
|
1567 | update_figfile=update_figfile) | |
| 1576 |
|
1568 | |||
| 1577 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: |
|
1569 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: | |
| 1578 | self.counter_imagwr = wr_period |
|
1570 | self.counter_imagwr = wr_period | |
| 1579 | self.isConfig = False |
|
1571 | self.isConfig = False | |
| 1580 | update_figfile = True |
|
1572 | update_figfile = True | |
| 1581 |
|
1573 | |||
| 1582 |
|
1574 | |||
| 1583 |
|
1575 | |||
| 1584 | class NSMeteorDetection1Plot(Figure): |
|
1576 | class NSMeteorDetection1Plot(Figure): | |
| 1585 |
|
1577 | |||
| 1586 | isConfig = None |
|
1578 | isConfig = None | |
| 1587 | __nsubplots = None |
|
1579 | __nsubplots = None | |
| 1588 |
|
1580 | |||
| 1589 | WIDTHPROF = None |
|
1581 | WIDTHPROF = None | |
| 1590 | HEIGHTPROF = None |
|
1582 | HEIGHTPROF = None | |
| 1591 | PREFIX = 'nsm' |
|
1583 | PREFIX = 'nsm' | |
| 1592 |
|
1584 | |||
| 1593 | zminList = None |
|
1585 | zminList = None | |
| 1594 | zmaxList = None |
|
1586 | zmaxList = None | |
| 1595 | cmapList = None |
|
1587 | cmapList = None | |
| 1596 | titleList = None |
|
1588 | titleList = None | |
| 1597 | nPairs = None |
|
1589 | nPairs = None | |
| 1598 | nChannels = None |
|
1590 | nChannels = None | |
| 1599 | nParam = None |
|
1591 | nParam = None | |
| 1600 |
|
1592 | |||
| 1601 | def __init__(self): |
|
1593 | def __init__(self): | |
| 1602 |
|
1594 | |||
| 1603 | self.isConfig = False |
|
1595 | self.isConfig = False | |
| 1604 | self.__nsubplots = 1 |
|
1596 | self.__nsubplots = 1 | |
| 1605 |
|
1597 | |||
| 1606 | self.WIDTH = 750 |
|
1598 | self.WIDTH = 750 | |
| 1607 | self.HEIGHT = 250 |
|
1599 | self.HEIGHT = 250 | |
| 1608 | self.WIDTHPROF = 120 |
|
1600 | self.WIDTHPROF = 120 | |
| 1609 | self.HEIGHTPROF = 0 |
|
1601 | self.HEIGHTPROF = 0 | |
| 1610 | self.counter_imagwr = 0 |
|
1602 | self.counter_imagwr = 0 | |
| 1611 |
|
1603 | |||
| 1612 | self.PLOT_CODE = SPEC_CODE |
|
1604 | self.PLOT_CODE = SPEC_CODE | |
| 1613 |
|
1605 | |||
| 1614 | self.FTP_WEI = None |
|
1606 | self.FTP_WEI = None | |
| 1615 | self.EXP_CODE = None |
|
1607 | self.EXP_CODE = None | |
| 1616 | self.SUB_EXP_CODE = None |
|
1608 | self.SUB_EXP_CODE = None | |
| 1617 | self.PLOT_POS = None |
|
1609 | self.PLOT_POS = None | |
| 1618 |
|
1610 | |||
| 1619 | self.__xfilter_ena = False |
|
1611 | self.__xfilter_ena = False | |
| 1620 | self.__yfilter_ena = False |
|
1612 | self.__yfilter_ena = False | |
| 1621 |
|
1613 | |||
| 1622 | def getSubplots(self): |
|
1614 | def getSubplots(self): | |
| 1623 |
|
1615 | |||
| 1624 | ncol = 3 |
|
1616 | ncol = 3 | |
| 1625 | nrow = int(numpy.ceil(self.nplots/3.0)) |
|
1617 | nrow = int(numpy.ceil(self.nplots/3.0)) | |
| 1626 |
|
1618 | |||
| 1627 | return nrow, ncol |
|
1619 | return nrow, ncol | |
| 1628 |
|
1620 | |||
| 1629 | def setup(self, id, nplots, wintitle, show=True): |
|
1621 | def setup(self, id, nplots, wintitle, show=True): | |
| 1630 |
|
1622 | |||
| 1631 | self.nplots = nplots |
|
1623 | self.nplots = nplots | |
| 1632 |
|
1624 | |||
| 1633 | ncolspan = 1 |
|
1625 | ncolspan = 1 | |
| 1634 | colspan = 1 |
|
1626 | colspan = 1 | |
| 1635 |
|
1627 | |||
| 1636 | self.createFigure(id = id, |
|
1628 | self.createFigure(id = id, | |
| 1637 | wintitle = wintitle, |
|
1629 | wintitle = wintitle, | |
| 1638 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1630 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1639 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1631 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1640 | show=show) |
|
1632 | show=show) | |
| 1641 |
|
1633 | |||
| 1642 | nrow, ncol = self.getSubplots() |
|
1634 | nrow, ncol = self.getSubplots() | |
| 1643 |
|
1635 | |||
| 1644 | counter = 0 |
|
1636 | counter = 0 | |
| 1645 | for y in range(nrow): |
|
1637 | for y in range(nrow): | |
| 1646 | for x in range(ncol): |
|
1638 | for x in range(ncol): | |
| 1647 |
|
1639 | |||
| 1648 | if counter >= self.nplots: |
|
1640 | if counter >= self.nplots: | |
| 1649 | break |
|
1641 | break | |
| 1650 |
|
1642 | |||
| 1651 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1643 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1652 |
|
1644 | |||
| 1653 | counter += 1 |
|
1645 | counter += 1 | |
| 1654 |
|
1646 | |||
| 1655 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
1647 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 1656 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, |
|
1648 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, | |
| 1657 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', |
|
1649 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', | |
| 1658 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1650 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1659 | server=None, folder=None, username=None, password=None, |
|
1651 | server=None, folder=None, username=None, password=None, | |
| 1660 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
1652 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 1661 | xaxis="frequency"): |
|
1653 | xaxis="frequency"): | |
| 1662 |
|
1654 | |||
| 1663 | """ |
|
1655 | """ | |
| 1664 |
|
1656 | |||
| 1665 | Input: |
|
1657 | Input: | |
| 1666 | dataOut : |
|
1658 | dataOut : | |
| 1667 | id : |
|
1659 | id : | |
| 1668 | wintitle : |
|
1660 | wintitle : | |
| 1669 | channelList : |
|
1661 | channelList : | |
| 1670 | showProfile : |
|
1662 | showProfile : | |
| 1671 | xmin : None, |
|
1663 | xmin : None, | |
| 1672 | xmax : None, |
|
1664 | xmax : None, | |
| 1673 | ymin : None, |
|
1665 | ymin : None, | |
| 1674 | ymax : None, |
|
1666 | ymax : None, | |
| 1675 | zmin : None, |
|
1667 | zmin : None, | |
| 1676 | zmax : None |
|
1668 | zmax : None | |
| 1677 | """ |
|
1669 | """ | |
| 1678 | #SEPARAR EN DOS PLOTS |
|
1670 | #SEPARAR EN DOS PLOTS | |
| 1679 | nParam = dataOut.data_param.shape[1] - 3 |
|
1671 | nParam = dataOut.data_param.shape[1] - 3 | |
| 1680 |
|
1672 | |||
| 1681 | utctime = dataOut.data_param[0,0] |
|
1673 | utctime = dataOut.data_param[0,0] | |
| 1682 | tmet = dataOut.data_param[:,1].astype(int) |
|
1674 | tmet = dataOut.data_param[:,1].astype(int) | |
| 1683 | hmet = dataOut.data_param[:,2].astype(int) |
|
1675 | hmet = dataOut.data_param[:,2].astype(int) | |
| 1684 |
|
1676 | |||
| 1685 | x = dataOut.abscissaList |
|
1677 | x = dataOut.abscissaList | |
| 1686 | y = dataOut.heightList |
|
1678 | y = dataOut.heightList | |
| 1687 |
|
1679 | |||
| 1688 | z = numpy.zeros((nParam, y.size, x.size - 1)) |
|
1680 | z = numpy.zeros((nParam, y.size, x.size - 1)) | |
| 1689 | z[:,:] = numpy.nan |
|
1681 | z[:,:] = numpy.nan | |
| 1690 | z[:,hmet,tmet] = dataOut.data_param[:,3:].T |
|
1682 | z[:,hmet,tmet] = dataOut.data_param[:,3:].T | |
| 1691 | z[0,:,:] = 10*numpy.log10(z[0,:,:]) |
|
1683 | z[0,:,:] = 10*numpy.log10(z[0,:,:]) | |
| 1692 |
|
1684 | |||
| 1693 | xlabel = "Time (s)" |
|
1685 | xlabel = "Time (s)" | |
| 1694 | ylabel = "Range (km)" |
|
1686 | ylabel = "Range (km)" | |
| 1695 |
|
1687 | |||
| 1696 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
1688 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1697 |
|
1689 | |||
| 1698 | if not self.isConfig: |
|
1690 | if not self.isConfig: | |
| 1699 |
|
1691 | |||
| 1700 | nplots = nParam |
|
1692 | nplots = nParam | |
| 1701 |
|
1693 | |||
| 1702 | self.setup(id=id, |
|
1694 | self.setup(id=id, | |
| 1703 | nplots=nplots, |
|
1695 | nplots=nplots, | |
| 1704 | wintitle=wintitle, |
|
1696 | wintitle=wintitle, | |
| 1705 | show=show) |
|
1697 | show=show) | |
| 1706 |
|
1698 | |||
| 1707 | if xmin is None: xmin = numpy.nanmin(x) |
|
1699 | if xmin is None: xmin = numpy.nanmin(x) | |
| 1708 | if xmax is None: xmax = numpy.nanmax(x) |
|
1700 | if xmax is None: xmax = numpy.nanmax(x) | |
| 1709 | if ymin is None: ymin = numpy.nanmin(y) |
|
1701 | if ymin is None: ymin = numpy.nanmin(y) | |
| 1710 | if ymax is None: ymax = numpy.nanmax(y) |
|
1702 | if ymax is None: ymax = numpy.nanmax(y) | |
| 1711 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) |
|
1703 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) | |
| 1712 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) |
|
1704 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) | |
| 1713 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) |
|
1705 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) | |
| 1714 | if vmin is None: vmin = -vmax |
|
1706 | if vmin is None: vmin = -vmax | |
| 1715 | if wmin is None: wmin = 0 |
|
1707 | if wmin is None: wmin = 0 | |
| 1716 | if wmax is None: wmax = 50 |
|
1708 | if wmax is None: wmax = 50 | |
| 1717 |
|
1709 | |||
| 1718 | pairsList = dataOut.groupList |
|
1710 | pairsList = dataOut.groupList | |
| 1719 | self.nPairs = len(dataOut.groupList) |
|
1711 | self.nPairs = len(dataOut.groupList) | |
| 1720 |
|
1712 | |||
| 1721 | zminList = [SNRmin, vmin, cmin] + [pmin]*self.nPairs |
|
1713 | zminList = [SNRmin, vmin, cmin] + [pmin]*self.nPairs | |
| 1722 | zmaxList = [SNRmax, vmax, cmax] + [pmax]*self.nPairs |
|
1714 | zmaxList = [SNRmax, vmax, cmax] + [pmax]*self.nPairs | |
| 1723 | titleList = ["SNR","Radial Velocity","Coherence"] |
|
1715 | titleList = ["SNR","Radial Velocity","Coherence"] | |
| 1724 | cmapList = ["jet","RdBu_r","jet"] |
|
1716 | cmapList = ["jet","RdBu_r","jet"] | |
| 1725 |
|
1717 | |||
| 1726 | for i in range(self.nPairs): |
|
1718 | for i in range(self.nPairs): | |
| 1727 | strAux1 = "Phase Difference "+ str(pairsList[i][0]) + str(pairsList[i][1]) |
|
1719 | strAux1 = "Phase Difference "+ str(pairsList[i][0]) + str(pairsList[i][1]) | |
| 1728 | titleList = titleList + [strAux1] |
|
1720 | titleList = titleList + [strAux1] | |
| 1729 | cmapList = cmapList + ["RdBu_r"] |
|
1721 | cmapList = cmapList + ["RdBu_r"] | |
| 1730 |
|
1722 | |||
| 1731 | self.zminList = zminList |
|
1723 | self.zminList = zminList | |
| 1732 | self.zmaxList = zmaxList |
|
1724 | self.zmaxList = zmaxList | |
| 1733 | self.cmapList = cmapList |
|
1725 | self.cmapList = cmapList | |
| 1734 | self.titleList = titleList |
|
1726 | self.titleList = titleList | |
| 1735 |
|
1727 | |||
| 1736 | self.FTP_WEI = ftp_wei |
|
1728 | self.FTP_WEI = ftp_wei | |
| 1737 | self.EXP_CODE = exp_code |
|
1729 | self.EXP_CODE = exp_code | |
| 1738 | self.SUB_EXP_CODE = sub_exp_code |
|
1730 | self.SUB_EXP_CODE = sub_exp_code | |
| 1739 | self.PLOT_POS = plot_pos |
|
1731 | self.PLOT_POS = plot_pos | |
| 1740 |
|
1732 | |||
| 1741 | self.isConfig = True |
|
1733 | self.isConfig = True | |
| 1742 |
|
1734 | |||
| 1743 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
1735 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 1744 |
|
1736 | |||
| 1745 | for i in range(nParam): |
|
1737 | for i in range(nParam): | |
| 1746 | title = self.titleList[i] + ": " +str_datetime |
|
1738 | title = self.titleList[i] + ": " +str_datetime | |
| 1747 | axes = self.axesList[i] |
|
1739 | axes = self.axesList[i] | |
| 1748 | axes.pcolor(x, y, z[i,:].T, |
|
1740 | axes.pcolor(x, y, z[i,:].T, | |
| 1749 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], |
|
1741 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], | |
| 1750 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') |
|
1742 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') | |
| 1751 | self.draw() |
|
1743 | self.draw() | |
| 1752 |
|
1744 | |||
| 1753 | if figfile == None: |
|
1745 | if figfile == None: | |
| 1754 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1746 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1755 | name = str_datetime |
|
1747 | name = str_datetime | |
| 1756 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
1748 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 1757 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
1749 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 1758 | figfile = self.getFilename(name) |
|
1750 | figfile = self.getFilename(name) | |
| 1759 |
|
1751 | |||
| 1760 | self.save(figpath=figpath, |
|
1752 | self.save(figpath=figpath, | |
| 1761 | figfile=figfile, |
|
1753 | figfile=figfile, | |
| 1762 | save=save, |
|
1754 | save=save, | |
| 1763 | ftp=ftp, |
|
1755 | ftp=ftp, | |
| 1764 | wr_period=wr_period, |
|
1756 | wr_period=wr_period, | |
| 1765 | thisDatetime=thisDatetime) |
|
1757 | thisDatetime=thisDatetime) | |
| 1766 |
|
1758 | |||
| 1767 |
|
1759 | |||
| 1768 | class NSMeteorDetection2Plot(Figure): |
|
1760 | class NSMeteorDetection2Plot(Figure): | |
| 1769 |
|
1761 | |||
| 1770 | isConfig = None |
|
1762 | isConfig = None | |
| 1771 | __nsubplots = None |
|
1763 | __nsubplots = None | |
| 1772 |
|
1764 | |||
| 1773 | WIDTHPROF = None |
|
1765 | WIDTHPROF = None | |
| 1774 | HEIGHTPROF = None |
|
1766 | HEIGHTPROF = None | |
| 1775 | PREFIX = 'nsm' |
|
1767 | PREFIX = 'nsm' | |
| 1776 |
|
1768 | |||
| 1777 | zminList = None |
|
1769 | zminList = None | |
| 1778 | zmaxList = None |
|
1770 | zmaxList = None | |
| 1779 | cmapList = None |
|
1771 | cmapList = None | |
| 1780 | titleList = None |
|
1772 | titleList = None | |
| 1781 | nPairs = None |
|
1773 | nPairs = None | |
| 1782 | nChannels = None |
|
1774 | nChannels = None | |
| 1783 | nParam = None |
|
1775 | nParam = None | |
| 1784 |
|
1776 | |||
| 1785 | def __init__(self): |
|
1777 | def __init__(self): | |
| 1786 |
|
1778 | |||
| 1787 | self.isConfig = False |
|
1779 | self.isConfig = False | |
| 1788 | self.__nsubplots = 1 |
|
1780 | self.__nsubplots = 1 | |
| 1789 |
|
1781 | |||
| 1790 | self.WIDTH = 750 |
|
1782 | self.WIDTH = 750 | |
| 1791 | self.HEIGHT = 250 |
|
1783 | self.HEIGHT = 250 | |
| 1792 | self.WIDTHPROF = 120 |
|
1784 | self.WIDTHPROF = 120 | |
| 1793 | self.HEIGHTPROF = 0 |
|
1785 | self.HEIGHTPROF = 0 | |
| 1794 | self.counter_imagwr = 0 |
|
1786 | self.counter_imagwr = 0 | |
| 1795 |
|
1787 | |||
| 1796 | self.PLOT_CODE = SPEC_CODE |
|
1788 | self.PLOT_CODE = SPEC_CODE | |
| 1797 |
|
1789 | |||
| 1798 | self.FTP_WEI = None |
|
1790 | self.FTP_WEI = None | |
| 1799 | self.EXP_CODE = None |
|
1791 | self.EXP_CODE = None | |
| 1800 | self.SUB_EXP_CODE = None |
|
1792 | self.SUB_EXP_CODE = None | |
| 1801 | self.PLOT_POS = None |
|
1793 | self.PLOT_POS = None | |
| 1802 |
|
1794 | |||
| 1803 | self.__xfilter_ena = False |
|
1795 | self.__xfilter_ena = False | |
| 1804 | self.__yfilter_ena = False |
|
1796 | self.__yfilter_ena = False | |
| 1805 |
|
1797 | |||
| 1806 | def getSubplots(self): |
|
1798 | def getSubplots(self): | |
| 1807 |
|
1799 | |||
| 1808 | ncol = 3 |
|
1800 | ncol = 3 | |
| 1809 | nrow = int(numpy.ceil(self.nplots/3.0)) |
|
1801 | nrow = int(numpy.ceil(self.nplots/3.0)) | |
| 1810 |
|
1802 | |||
| 1811 | return nrow, ncol |
|
1803 | return nrow, ncol | |
| 1812 |
|
1804 | |||
| 1813 | def setup(self, id, nplots, wintitle, show=True): |
|
1805 | def setup(self, id, nplots, wintitle, show=True): | |
| 1814 |
|
1806 | |||
| 1815 | self.nplots = nplots |
|
1807 | self.nplots = nplots | |
| 1816 |
|
1808 | |||
| 1817 | ncolspan = 1 |
|
1809 | ncolspan = 1 | |
| 1818 | colspan = 1 |
|
1810 | colspan = 1 | |
| 1819 |
|
1811 | |||
| 1820 | self.createFigure(id = id, |
|
1812 | self.createFigure(id = id, | |
| 1821 | wintitle = wintitle, |
|
1813 | wintitle = wintitle, | |
| 1822 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1814 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1823 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1815 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1824 | show=show) |
|
1816 | show=show) | |
| 1825 |
|
1817 | |||
| 1826 | nrow, ncol = self.getSubplots() |
|
1818 | nrow, ncol = self.getSubplots() | |
| 1827 |
|
1819 | |||
| 1828 | counter = 0 |
|
1820 | counter = 0 | |
| 1829 | for y in range(nrow): |
|
1821 | for y in range(nrow): | |
| 1830 | for x in range(ncol): |
|
1822 | for x in range(ncol): | |
| 1831 |
|
1823 | |||
| 1832 | if counter >= self.nplots: |
|
1824 | if counter >= self.nplots: | |
| 1833 | break |
|
1825 | break | |
| 1834 |
|
1826 | |||
| 1835 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1827 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1836 |
|
1828 | |||
| 1837 | counter += 1 |
|
1829 | counter += 1 | |
| 1838 |
|
1830 | |||
| 1839 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
1831 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 1840 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, |
|
1832 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, | |
| 1841 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', |
|
1833 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', | |
| 1842 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1834 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1843 | server=None, folder=None, username=None, password=None, |
|
1835 | server=None, folder=None, username=None, password=None, | |
| 1844 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
1836 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 1845 | xaxis="frequency"): |
|
1837 | xaxis="frequency"): | |
| 1846 |
|
1838 | |||
| 1847 | """ |
|
1839 | """ | |
| 1848 |
|
1840 | |||
| 1849 | Input: |
|
1841 | Input: | |
| 1850 | dataOut : |
|
1842 | dataOut : | |
| 1851 | id : |
|
1843 | id : | |
| 1852 | wintitle : |
|
1844 | wintitle : | |
| 1853 | channelList : |
|
1845 | channelList : | |
| 1854 | showProfile : |
|
1846 | showProfile : | |
| 1855 | xmin : None, |
|
1847 | xmin : None, | |
| 1856 | xmax : None, |
|
1848 | xmax : None, | |
| 1857 | ymin : None, |
|
1849 | ymin : None, | |
| 1858 | ymax : None, |
|
1850 | ymax : None, | |
| 1859 | zmin : None, |
|
1851 | zmin : None, | |
| 1860 | zmax : None |
|
1852 | zmax : None | |
| 1861 | """ |
|
1853 | """ | |
| 1862 | #Rebuild matrix |
|
1854 | #Rebuild matrix | |
| 1863 | utctime = dataOut.data_param[0,0] |
|
1855 | utctime = dataOut.data_param[0,0] | |
| 1864 | cmet = dataOut.data_param[:,1].astype(int) |
|
1856 | cmet = dataOut.data_param[:,1].astype(int) | |
| 1865 | tmet = dataOut.data_param[:,2].astype(int) |
|
1857 | tmet = dataOut.data_param[:,2].astype(int) | |
| 1866 | hmet = dataOut.data_param[:,3].astype(int) |
|
1858 | hmet = dataOut.data_param[:,3].astype(int) | |
| 1867 |
|
1859 | |||
| 1868 | nParam = 3 |
|
1860 | nParam = 3 | |
| 1869 | nChan = len(dataOut.groupList) |
|
1861 | nChan = len(dataOut.groupList) | |
| 1870 | x = dataOut.abscissaList |
|
1862 | x = dataOut.abscissaList | |
| 1871 | y = dataOut.heightList |
|
1863 | y = dataOut.heightList | |
| 1872 |
|
1864 | |||
| 1873 | z = numpy.full((nChan, nParam, y.size, x.size - 1),numpy.nan) |
|
1865 | z = numpy.full((nChan, nParam, y.size, x.size - 1),numpy.nan) | |
| 1874 | z[cmet,:,hmet,tmet] = dataOut.data_param[:,4:] |
|
1866 | z[cmet,:,hmet,tmet] = dataOut.data_param[:,4:] | |
| 1875 | z[:,0,:,:] = 10*numpy.log10(z[:,0,:,:]) #logarithmic scale |
|
1867 | z[:,0,:,:] = 10*numpy.log10(z[:,0,:,:]) #logarithmic scale | |
| 1876 | z = numpy.reshape(z, (nChan*nParam, y.size, x.size-1)) |
|
1868 | z = numpy.reshape(z, (nChan*nParam, y.size, x.size-1)) | |
| 1877 |
|
1869 | |||
| 1878 | xlabel = "Time (s)" |
|
1870 | xlabel = "Time (s)" | |
| 1879 | ylabel = "Range (km)" |
|
1871 | ylabel = "Range (km)" | |
| 1880 |
|
1872 | |||
| 1881 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
1873 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1882 |
|
1874 | |||
| 1883 | if not self.isConfig: |
|
1875 | if not self.isConfig: | |
| 1884 |
|
1876 | |||
| 1885 | nplots = nParam*nChan |
|
1877 | nplots = nParam*nChan | |
| 1886 |
|
1878 | |||
| 1887 | self.setup(id=id, |
|
1879 | self.setup(id=id, | |
| 1888 | nplots=nplots, |
|
1880 | nplots=nplots, | |
| 1889 | wintitle=wintitle, |
|
1881 | wintitle=wintitle, | |
| 1890 | show=show) |
|
1882 | show=show) | |
| 1891 |
|
1883 | |||
| 1892 | if xmin is None: xmin = numpy.nanmin(x) |
|
1884 | if xmin is None: xmin = numpy.nanmin(x) | |
| 1893 | if xmax is None: xmax = numpy.nanmax(x) |
|
1885 | if xmax is None: xmax = numpy.nanmax(x) | |
| 1894 | if ymin is None: ymin = numpy.nanmin(y) |
|
1886 | if ymin is None: ymin = numpy.nanmin(y) | |
| 1895 | if ymax is None: ymax = numpy.nanmax(y) |
|
1887 | if ymax is None: ymax = numpy.nanmax(y) | |
| 1896 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) |
|
1888 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) | |
| 1897 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) |
|
1889 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) | |
| 1898 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) |
|
1890 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) | |
| 1899 | if vmin is None: vmin = -vmax |
|
1891 | if vmin is None: vmin = -vmax | |
| 1900 | if wmin is None: wmin = 0 |
|
1892 | if wmin is None: wmin = 0 | |
| 1901 | if wmax is None: wmax = 50 |
|
1893 | if wmax is None: wmax = 50 | |
| 1902 |
|
1894 | |||
| 1903 | self.nChannels = nChan |
|
1895 | self.nChannels = nChan | |
| 1904 |
|
1896 | |||
| 1905 | zminList = [] |
|
1897 | zminList = [] | |
| 1906 | zmaxList = [] |
|
1898 | zmaxList = [] | |
| 1907 | titleList = [] |
|
1899 | titleList = [] | |
| 1908 | cmapList = [] |
|
1900 | cmapList = [] | |
| 1909 | for i in range(self.nChannels): |
|
1901 | for i in range(self.nChannels): | |
| 1910 | strAux1 = "SNR Channel "+ str(i) |
|
1902 | strAux1 = "SNR Channel "+ str(i) | |
| 1911 | strAux2 = "Radial Velocity Channel "+ str(i) |
|
1903 | strAux2 = "Radial Velocity Channel "+ str(i) | |
| 1912 | strAux3 = "Spectral Width Channel "+ str(i) |
|
1904 | strAux3 = "Spectral Width Channel "+ str(i) | |
| 1913 |
|
1905 | |||
| 1914 | titleList = titleList + [strAux1,strAux2,strAux3] |
|
1906 | titleList = titleList + [strAux1,strAux2,strAux3] | |
| 1915 | cmapList = cmapList + ["jet","RdBu_r","jet"] |
|
1907 | cmapList = cmapList + ["jet","RdBu_r","jet"] | |
| 1916 | zminList = zminList + [SNRmin,vmin,wmin] |
|
1908 | zminList = zminList + [SNRmin,vmin,wmin] | |
| 1917 | zmaxList = zmaxList + [SNRmax,vmax,wmax] |
|
1909 | zmaxList = zmaxList + [SNRmax,vmax,wmax] | |
| 1918 |
|
1910 | |||
| 1919 | self.zminList = zminList |
|
1911 | self.zminList = zminList | |
| 1920 | self.zmaxList = zmaxList |
|
1912 | self.zmaxList = zmaxList | |
| 1921 | self.cmapList = cmapList |
|
1913 | self.cmapList = cmapList | |
| 1922 | self.titleList = titleList |
|
1914 | self.titleList = titleList | |
| 1923 |
|
1915 | |||
| 1924 | self.FTP_WEI = ftp_wei |
|
1916 | self.FTP_WEI = ftp_wei | |
| 1925 | self.EXP_CODE = exp_code |
|
1917 | self.EXP_CODE = exp_code | |
| 1926 | self.SUB_EXP_CODE = sub_exp_code |
|
1918 | self.SUB_EXP_CODE = sub_exp_code | |
| 1927 | self.PLOT_POS = plot_pos |
|
1919 | self.PLOT_POS = plot_pos | |
| 1928 |
|
1920 | |||
| 1929 | self.isConfig = True |
|
1921 | self.isConfig = True | |
| 1930 |
|
1922 | |||
| 1931 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
1923 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 1932 |
|
1924 | |||
| 1933 | for i in range(self.nplots): |
|
1925 | for i in range(self.nplots): | |
| 1934 | title = self.titleList[i] + ": " +str_datetime |
|
1926 | title = self.titleList[i] + ": " +str_datetime | |
| 1935 | axes = self.axesList[i] |
|
1927 | axes = self.axesList[i] | |
| 1936 | axes.pcolor(x, y, z[i,:].T, |
|
1928 | axes.pcolor(x, y, z[i,:].T, | |
| 1937 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], |
|
1929 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], | |
| 1938 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') |
|
1930 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') | |
| 1939 | self.draw() |
|
1931 | self.draw() | |
| 1940 |
|
1932 | |||
| 1941 | if figfile == None: |
|
1933 | if figfile == None: | |
| 1942 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1934 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1943 | name = str_datetime |
|
1935 | name = str_datetime | |
| 1944 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
1936 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 1945 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
1937 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 1946 | figfile = self.getFilename(name) |
|
1938 | figfile = self.getFilename(name) | |
| 1947 |
|
1939 | |||
| 1948 | self.save(figpath=figpath, |
|
1940 | self.save(figpath=figpath, | |
| 1949 | figfile=figfile, |
|
1941 | figfile=figfile, | |
| 1950 | save=save, |
|
1942 | save=save, | |
| 1951 | ftp=ftp, |
|
1943 | ftp=ftp, | |
| 1952 | wr_period=wr_period, |
|
1944 | wr_period=wr_period, | |
| 1953 | thisDatetime=thisDatetime) |
|
1945 | thisDatetime=thisDatetime) | |
| 1954 |
|
1946 | |||
| 1955 |
|
1947 | |||
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