| @@ -1,1356 +1,1356 | |||||
| 1 | ''' |
|
1 | ''' | |
| 2 | @author: Daniel Suarez |
|
2 | @author: Daniel Suarez | |
| 3 | ''' |
|
3 | ''' | |
| 4 | import os |
|
4 | import os | |
| 5 | import datetime |
|
5 | import datetime | |
| 6 | import numpy |
|
6 | import numpy | |
| 7 |
|
7 | |||
| 8 | from figure import Figure, isRealtime |
|
8 | from figure import Figure, isRealtime | |
| 9 |
|
9 | |||
| 10 | class SpectraPlot(Figure): |
|
10 | class SpectraPlot(Figure): | |
| 11 |
|
11 | |||
| 12 | isConfig = None |
|
12 | isConfig = None | |
| 13 | __nsubplots = None |
|
13 | __nsubplots = None | |
| 14 |
|
14 | |||
| 15 | WIDTHPROF = None |
|
15 | WIDTHPROF = None | |
| 16 | HEIGHTPROF = None |
|
16 | HEIGHTPROF = None | |
| 17 | PREFIX = 'spc' |
|
17 | PREFIX = 'spc' | |
| 18 |
|
18 | |||
| 19 | def __init__(self): |
|
19 | def __init__(self): | |
| 20 |
|
20 | |||
| 21 | self.isConfig = False |
|
21 | self.isConfig = False | |
| 22 | self.__nsubplots = 1 |
|
22 | self.__nsubplots = 1 | |
| 23 |
|
23 | |||
| 24 | self.WIDTH = 280 |
|
24 | self.WIDTH = 280 | |
| 25 | self.HEIGHT = 250 |
|
25 | self.HEIGHT = 250 | |
| 26 | self.WIDTHPROF = 120 |
|
26 | self.WIDTHPROF = 120 | |
| 27 | self.HEIGHTPROF = 0 |
|
27 | self.HEIGHTPROF = 0 | |
| 28 | self.counter_imagwr = 0 |
|
28 | self.counter_imagwr = 0 | |
| 29 |
|
29 | |||
| 30 | self.PLOT_CODE = 1 |
|
30 | self.PLOT_CODE = 1 | |
| 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 |
|
117 | |||
| 118 | x = dataOut.getVelRange(1) |
|
118 | x = dataOut.getVelRange(1) | |
| 119 | y = dataOut.getHeiRange() |
|
119 | y = dataOut.getHeiRange() | |
| 120 |
|
120 | |||
| 121 | z = dataOut.data_spc[channelIndexList,:,:]/factor |
|
121 | z = dataOut.data_spc[channelIndexList,:,:]/factor | |
| 122 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
122 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 123 | avg = numpy.average(z, axis=1) |
|
123 | avg = numpy.average(z, axis=1) | |
| 124 | #avg = numpy.nanmean(z, axis=1) |
|
124 | #avg = numpy.nanmean(z, axis=1) | |
| 125 | noise = dataOut.noise/factor |
|
125 | noise = dataOut.noise/factor | |
| 126 |
|
126 | |||
| 127 | zdB = 10*numpy.log10(z) |
|
127 | zdB = 10*numpy.log10(z) | |
| 128 | avgdB = 10*numpy.log10(avg) |
|
128 | avgdB = 10*numpy.log10(avg) | |
| 129 | noisedB = 10*numpy.log10(noise) |
|
129 | noisedB = 10*numpy.log10(noise) | |
| 130 |
|
130 | |||
| 131 | #thisDatetime = dataOut.datatime |
|
131 | #thisDatetime = dataOut.datatime | |
| 132 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) |
|
132 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) | |
| 133 | title = wintitle + " Spectra" |
|
133 | title = wintitle + " Spectra" | |
| 134 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
134 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 135 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
135 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 136 |
|
136 | |||
| 137 | xlabel = "Velocity (m/s)" |
|
137 | xlabel = "Velocity (m/s)" | |
| 138 | ylabel = "Range (Km)" |
|
138 | ylabel = "Range (Km)" | |
| 139 |
|
139 | |||
| 140 | if not self.isConfig: |
|
140 | if not self.isConfig: | |
| 141 |
|
141 | |||
| 142 | nplots = len(channelIndexList) |
|
142 | nplots = len(channelIndexList) | |
| 143 |
|
143 | |||
| 144 | self.setup(id=id, |
|
144 | self.setup(id=id, | |
| 145 | nplots=nplots, |
|
145 | nplots=nplots, | |
| 146 | wintitle=wintitle, |
|
146 | wintitle=wintitle, | |
| 147 | showprofile=showprofile, |
|
147 | showprofile=showprofile, | |
| 148 | show=show) |
|
148 | show=show) | |
| 149 |
|
149 | |||
| 150 | if xmin == None: xmin = numpy.nanmin(x) |
|
150 | if xmin == None: xmin = numpy.nanmin(x) | |
| 151 | if xmax == None: xmax = numpy.nanmax(x) |
|
151 | if xmax == None: xmax = numpy.nanmax(x) | |
| 152 | if ymin == None: ymin = numpy.nanmin(y) |
|
152 | if ymin == None: ymin = numpy.nanmin(y) | |
| 153 | if ymax == None: ymax = numpy.nanmax(y) |
|
153 | if ymax == None: ymax = numpy.nanmax(y) | |
| 154 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 |
|
154 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 | |
| 155 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 |
|
155 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 | |
| 156 |
|
156 | |||
| 157 | self.FTP_WEI = ftp_wei |
|
157 | self.FTP_WEI = ftp_wei | |
| 158 | self.EXP_CODE = exp_code |
|
158 | self.EXP_CODE = exp_code | |
| 159 | self.SUB_EXP_CODE = sub_exp_code |
|
159 | self.SUB_EXP_CODE = sub_exp_code | |
| 160 | self.PLOT_POS = plot_pos |
|
160 | self.PLOT_POS = plot_pos | |
| 161 |
|
161 | |||
| 162 | self.isConfig = True |
|
162 | self.isConfig = True | |
| 163 |
|
163 | |||
| 164 | self.setWinTitle(title) |
|
164 | self.setWinTitle(title) | |
| 165 |
|
165 | |||
| 166 | for i in range(self.nplots): |
|
166 | for i in range(self.nplots): | |
| 167 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
167 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 168 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i]+1, noisedB[i], str_datetime) |
|
168 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i]+1, noisedB[i], str_datetime) | |
| 169 | if len(dataOut.beam.codeList) != 0: |
|
169 | if len(dataOut.beam.codeList) != 0: | |
| 170 | title = "Ch%d:%4.2fdB,%2.2f,%2.2f:%s" %(dataOut.channelList[i]+1, noisedB[i], dataOut.beam.azimuthList[i], dataOut.beam.zenithList[i], str_datetime) |
|
170 | title = "Ch%d:%4.2fdB,%2.2f,%2.2f:%s" %(dataOut.channelList[i]+1, noisedB[i], dataOut.beam.azimuthList[i], dataOut.beam.zenithList[i], str_datetime) | |
| 171 |
|
171 | |||
| 172 | axes = self.axesList[i*self.__nsubplots] |
|
172 | axes = self.axesList[i*self.__nsubplots] | |
| 173 | axes.pcolor(x, y, zdB[i,:,:], |
|
173 | axes.pcolor(x, y, zdB[i,:,:], | |
| 174 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
174 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 175 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
175 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 176 | ticksize=9, cblabel='') |
|
176 | ticksize=9, cblabel='') | |
| 177 |
|
177 | |||
| 178 | if self.__showprofile: |
|
178 | if self.__showprofile: | |
| 179 | axes = self.axesList[i*self.__nsubplots +1] |
|
179 | axes = self.axesList[i*self.__nsubplots +1] | |
| 180 | axes.pline(avgdB[i], y, |
|
180 | axes.pline(avgdB[i], y, | |
| 181 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
181 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 182 | xlabel='dB', ylabel='', title='', |
|
182 | xlabel='dB', ylabel='', title='', | |
| 183 | ytick_visible=False, |
|
183 | ytick_visible=False, | |
| 184 | grid='x') |
|
184 | grid='x') | |
| 185 |
|
185 | |||
| 186 | noiseline = numpy.repeat(noisedB[i], len(y)) |
|
186 | noiseline = numpy.repeat(noisedB[i], len(y)) | |
| 187 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) |
|
187 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) | |
| 188 |
|
188 | |||
| 189 | self.draw() |
|
189 | self.draw() | |
| 190 |
|
190 | |||
| 191 | if figfile == None: |
|
191 | if figfile == None: | |
| 192 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
192 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 193 | figfile = self.getFilename(name = str_datetime) |
|
193 | figfile = self.getFilename(name = str_datetime) | |
| 194 | name = str_datetime |
|
194 | name = str_datetime | |
| 195 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
195 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 196 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
196 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 197 | figfile = self.getFilename(name) |
|
197 | figfile = self.getFilename(name) | |
| 198 | if figpath != '': |
|
198 | if figpath != '': | |
| 199 | self.counter_imagwr += 1 |
|
199 | self.counter_imagwr += 1 | |
| 200 | if (self.counter_imagwr>=wr_period): |
|
200 | if (self.counter_imagwr>=wr_period): | |
| 201 | # store png plot to local folder |
|
201 | # store png plot to local folder | |
| 202 | self.saveFigure(figpath, figfile) |
|
202 | self.saveFigure(figpath, figfile) | |
| 203 | # store png plot to FTP server according to RT-Web format |
|
203 | # store png plot to FTP server according to RT-Web format | |
| 204 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
204 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 205 | ftp_filename = os.path.join(figpath, name) |
|
205 | ftp_filename = os.path.join(figpath, name) | |
| 206 | self.saveFigure(figpath, ftp_filename) |
|
206 | self.saveFigure(figpath, ftp_filename) | |
| 207 | self.counter_imagwr = 0 |
|
207 | self.counter_imagwr = 0 | |
| 208 |
|
208 | |||
| 209 |
|
209 | |||
| 210 | class CrossSpectraPlot(Figure): |
|
210 | class CrossSpectraPlot(Figure): | |
| 211 |
|
211 | |||
| 212 | isConfig = None |
|
212 | isConfig = None | |
| 213 | __nsubplots = None |
|
213 | __nsubplots = None | |
| 214 |
|
214 | |||
| 215 | WIDTH = None |
|
215 | WIDTH = None | |
| 216 | HEIGHT = None |
|
216 | HEIGHT = None | |
| 217 | WIDTHPROF = None |
|
217 | WIDTHPROF = None | |
| 218 | HEIGHTPROF = None |
|
218 | HEIGHTPROF = None | |
| 219 | PREFIX = 'cspc' |
|
219 | PREFIX = 'cspc' | |
| 220 |
|
220 | |||
| 221 | def __init__(self): |
|
221 | def __init__(self): | |
| 222 |
|
222 | |||
| 223 | self.isConfig = False |
|
223 | self.isConfig = False | |
| 224 | self.__nsubplots = 4 |
|
224 | self.__nsubplots = 4 | |
| 225 | self.counter_imagwr = 0 |
|
225 | self.counter_imagwr = 0 | |
| 226 | self.WIDTH = 250 |
|
226 | self.WIDTH = 250 | |
| 227 | self.HEIGHT = 250 |
|
227 | self.HEIGHT = 250 | |
| 228 | self.WIDTHPROF = 0 |
|
228 | self.WIDTHPROF = 0 | |
| 229 | self.HEIGHTPROF = 0 |
|
229 | self.HEIGHTPROF = 0 | |
| 230 |
|
230 | |||
| 231 | self.PLOT_CODE = 1 |
|
231 | self.PLOT_CODE = 1 | |
| 232 | self.FTP_WEI = None |
|
232 | self.FTP_WEI = None | |
| 233 | self.EXP_CODE = None |
|
233 | self.EXP_CODE = None | |
| 234 | self.SUB_EXP_CODE = None |
|
234 | self.SUB_EXP_CODE = None | |
| 235 | self.PLOT_POS = None |
|
235 | self.PLOT_POS = None | |
| 236 |
|
236 | |||
| 237 | def getSubplots(self): |
|
237 | def getSubplots(self): | |
| 238 |
|
238 | |||
| 239 | ncol = 4 |
|
239 | ncol = 4 | |
| 240 | nrow = self.nplots |
|
240 | nrow = self.nplots | |
| 241 |
|
241 | |||
| 242 | return nrow, ncol |
|
242 | return nrow, ncol | |
| 243 |
|
243 | |||
| 244 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
244 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 245 |
|
245 | |||
| 246 | self.__showprofile = showprofile |
|
246 | self.__showprofile = showprofile | |
| 247 | self.nplots = nplots |
|
247 | self.nplots = nplots | |
| 248 |
|
248 | |||
| 249 | ncolspan = 1 |
|
249 | ncolspan = 1 | |
| 250 | colspan = 1 |
|
250 | colspan = 1 | |
| 251 |
|
251 | |||
| 252 | self.createFigure(id = id, |
|
252 | self.createFigure(id = id, | |
| 253 | wintitle = wintitle, |
|
253 | wintitle = wintitle, | |
| 254 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
254 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 255 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
255 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 256 | show=True) |
|
256 | show=True) | |
| 257 |
|
257 | |||
| 258 | nrow, ncol = self.getSubplots() |
|
258 | nrow, ncol = self.getSubplots() | |
| 259 |
|
259 | |||
| 260 | counter = 0 |
|
260 | counter = 0 | |
| 261 | for y in range(nrow): |
|
261 | for y in range(nrow): | |
| 262 | for x in range(ncol): |
|
262 | for x in range(ncol): | |
| 263 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
263 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 264 |
|
264 | |||
| 265 | counter += 1 |
|
265 | counter += 1 | |
| 266 |
|
266 | |||
| 267 | def run(self, dataOut, id, wintitle="", pairsList=None, |
|
267 | def run(self, dataOut, id, wintitle="", pairsList=None, | |
| 268 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
268 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 269 | save=False, figpath='', figfile=None, ftp=False, wr_period=1, |
|
269 | save=False, figpath='', figfile=None, ftp=False, wr_period=1, | |
| 270 | power_cmap='jet', coherence_cmap='jet', phase_cmap='RdBu_r', show=True, |
|
270 | power_cmap='jet', coherence_cmap='jet', phase_cmap='RdBu_r', show=True, | |
| 271 | server=None, folder=None, username=None, password=None, |
|
271 | server=None, folder=None, username=None, password=None, | |
| 272 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
272 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 273 |
|
273 | |||
| 274 | """ |
|
274 | """ | |
| 275 |
|
275 | |||
| 276 | Input: |
|
276 | Input: | |
| 277 | dataOut : |
|
277 | dataOut : | |
| 278 | id : |
|
278 | id : | |
| 279 | wintitle : |
|
279 | wintitle : | |
| 280 | channelList : |
|
280 | channelList : | |
| 281 | showProfile : |
|
281 | showProfile : | |
| 282 | xmin : None, |
|
282 | xmin : None, | |
| 283 | xmax : None, |
|
283 | xmax : None, | |
| 284 | ymin : None, |
|
284 | ymin : None, | |
| 285 | ymax : None, |
|
285 | ymax : None, | |
| 286 | zmin : None, |
|
286 | zmin : None, | |
| 287 | zmax : None |
|
287 | zmax : None | |
| 288 | """ |
|
288 | """ | |
| 289 |
|
289 | |||
| 290 | if pairsList == None: |
|
290 | if pairsList == None: | |
| 291 | pairsIndexList = dataOut.pairsIndexList |
|
291 | pairsIndexList = dataOut.pairsIndexList | |
| 292 | else: |
|
292 | else: | |
| 293 | pairsIndexList = [] |
|
293 | pairsIndexList = [] | |
| 294 | for pair in pairsList: |
|
294 | for pair in pairsList: | |
| 295 | if pair not in dataOut.pairsList: |
|
295 | if pair not in dataOut.pairsList: | |
| 296 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) |
|
296 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) | |
| 297 | pairsIndexList.append(dataOut.pairsList.index(pair)) |
|
297 | pairsIndexList.append(dataOut.pairsList.index(pair)) | |
| 298 |
|
298 | |||
| 299 | if pairsIndexList == []: |
|
299 | if pairsIndexList == []: | |
| 300 | return |
|
300 | return | |
| 301 |
|
301 | |||
| 302 | if len(pairsIndexList) > 4: |
|
302 | if len(pairsIndexList) > 4: | |
| 303 | pairsIndexList = pairsIndexList[0:4] |
|
303 | pairsIndexList = pairsIndexList[0:4] | |
| 304 | factor = dataOut.normFactor |
|
304 | factor = dataOut.normFactor | |
| 305 | x = dataOut.getVelRange(1) |
|
305 | x = dataOut.getVelRange(1) | |
| 306 | y = dataOut.getHeiRange() |
|
306 | y = dataOut.getHeiRange() | |
| 307 | z = dataOut.data_spc[:,:,:]/factor |
|
307 | z = dataOut.data_spc[:,:,:]/factor | |
| 308 | # z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
308 | # z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 309 | avg = numpy.abs(numpy.average(z, axis=1)) |
|
309 | avg = numpy.abs(numpy.average(z, axis=1)) | |
| 310 |
noise = dataOut.noise |
|
310 | noise = dataOut.noise/factor | |
| 311 |
|
311 | |||
| 312 | zdB = 10*numpy.log10(z) |
|
312 | zdB = 10*numpy.log10(z) | |
| 313 | avgdB = 10*numpy.log10(avg) |
|
313 | avgdB = 10*numpy.log10(avg) | |
| 314 | noisedB = 10*numpy.log10(noise) |
|
314 | noisedB = 10*numpy.log10(noise) | |
| 315 |
|
315 | |||
| 316 |
|
316 | |||
| 317 | #thisDatetime = dataOut.datatime |
|
317 | #thisDatetime = dataOut.datatime | |
| 318 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) |
|
318 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) | |
| 319 | title = wintitle + " Cross-Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
319 | title = wintitle + " Cross-Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 320 | xlabel = "Velocity (m/s)" |
|
320 | xlabel = "Velocity (m/s)" | |
| 321 | ylabel = "Range (Km)" |
|
321 | ylabel = "Range (Km)" | |
| 322 |
|
322 | |||
| 323 | if not self.isConfig: |
|
323 | if not self.isConfig: | |
| 324 |
|
324 | |||
| 325 | nplots = len(pairsIndexList) |
|
325 | nplots = len(pairsIndexList) | |
| 326 |
|
326 | |||
| 327 | self.setup(id=id, |
|
327 | self.setup(id=id, | |
| 328 | nplots=nplots, |
|
328 | nplots=nplots, | |
| 329 | wintitle=wintitle, |
|
329 | wintitle=wintitle, | |
| 330 | showprofile=False, |
|
330 | showprofile=False, | |
| 331 | show=show) |
|
331 | show=show) | |
| 332 |
|
332 | |||
| 333 | if xmin == None: xmin = numpy.nanmin(x) |
|
333 | if xmin == None: xmin = numpy.nanmin(x) | |
| 334 | if xmax == None: xmax = numpy.nanmax(x) |
|
334 | if xmax == None: xmax = numpy.nanmax(x) | |
| 335 | if ymin == None: ymin = numpy.nanmin(y) |
|
335 | if ymin == None: ymin = numpy.nanmin(y) | |
| 336 | if ymax == None: ymax = numpy.nanmax(y) |
|
336 | if ymax == None: ymax = numpy.nanmax(y) | |
| 337 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 |
|
337 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 | |
| 338 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 |
|
338 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 | |
| 339 |
|
339 | |||
| 340 | self.FTP_WEI = ftp_wei |
|
340 | self.FTP_WEI = ftp_wei | |
| 341 | self.EXP_CODE = exp_code |
|
341 | self.EXP_CODE = exp_code | |
| 342 | self.SUB_EXP_CODE = sub_exp_code |
|
342 | self.SUB_EXP_CODE = sub_exp_code | |
| 343 | self.PLOT_POS = plot_pos |
|
343 | self.PLOT_POS = plot_pos | |
| 344 |
|
344 | |||
| 345 | self.isConfig = True |
|
345 | self.isConfig = True | |
| 346 |
|
346 | |||
| 347 | self.setWinTitle(title) |
|
347 | self.setWinTitle(title) | |
| 348 |
|
348 | |||
| 349 | for i in range(self.nplots): |
|
349 | for i in range(self.nplots): | |
| 350 | pair = dataOut.pairsList[pairsIndexList[i]] |
|
350 | pair = dataOut.pairsList[pairsIndexList[i]] | |
| 351 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
351 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 352 | title = "Ch%d: %4.2fdB: %s" %(pair[0], noisedB[pair[0]], str_datetime) |
|
352 | title = "Ch%d: %4.2fdB: %s" %(pair[0], noisedB[pair[0]], str_datetime) | |
| 353 | zdB = 10.*numpy.log10(dataOut.data_spc[pair[0],:,:]/factor) |
|
353 | zdB = 10.*numpy.log10(dataOut.data_spc[pair[0],:,:]/factor) | |
| 354 | axes0 = self.axesList[i*self.__nsubplots] |
|
354 | axes0 = self.axesList[i*self.__nsubplots] | |
| 355 | axes0.pcolor(x, y, zdB, |
|
355 | axes0.pcolor(x, y, zdB, | |
| 356 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
356 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 357 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
357 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 358 | ticksize=9, colormap=power_cmap, cblabel='') |
|
358 | ticksize=9, colormap=power_cmap, cblabel='') | |
| 359 |
|
359 | |||
| 360 | title = "Ch%d: %4.2fdB: %s" %(pair[1], noisedB[pair[1]], str_datetime) |
|
360 | title = "Ch%d: %4.2fdB: %s" %(pair[1], noisedB[pair[1]], str_datetime) | |
| 361 | zdB = 10.*numpy.log10(dataOut.data_spc[pair[1],:,:]/factor) |
|
361 | zdB = 10.*numpy.log10(dataOut.data_spc[pair[1],:,:]/factor) | |
| 362 | axes0 = self.axesList[i*self.__nsubplots+1] |
|
362 | axes0 = self.axesList[i*self.__nsubplots+1] | |
| 363 | axes0.pcolor(x, y, zdB, |
|
363 | axes0.pcolor(x, y, zdB, | |
| 364 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
364 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 365 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
365 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 366 | ticksize=9, colormap=power_cmap, cblabel='') |
|
366 | ticksize=9, colormap=power_cmap, cblabel='') | |
| 367 |
|
367 | |||
| 368 | coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[pair[0],:,:]*dataOut.data_spc[pair[1],:,:]) |
|
368 | coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[pair[0],:,:]*dataOut.data_spc[pair[1],:,:]) | |
| 369 | coherence = numpy.abs(coherenceComplex) |
|
369 | coherence = numpy.abs(coherenceComplex) | |
| 370 | # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi |
|
370 | # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi | |
| 371 | phase = numpy.arctan2(coherenceComplex.imag, coherenceComplex.real)*180/numpy.pi |
|
371 | phase = numpy.arctan2(coherenceComplex.imag, coherenceComplex.real)*180/numpy.pi | |
| 372 |
|
372 | |||
| 373 | title = "Coherence %d%d" %(pair[0], pair[1]) |
|
373 | title = "Coherence %d%d" %(pair[0], pair[1]) | |
| 374 | axes0 = self.axesList[i*self.__nsubplots+2] |
|
374 | axes0 = self.axesList[i*self.__nsubplots+2] | |
| 375 | axes0.pcolor(x, y, coherence, |
|
375 | axes0.pcolor(x, y, coherence, | |
| 376 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=0, zmax=1, |
|
376 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=0, zmax=1, | |
| 377 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
377 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 378 | ticksize=9, colormap=coherence_cmap, cblabel='') |
|
378 | ticksize=9, colormap=coherence_cmap, cblabel='') | |
| 379 |
|
379 | |||
| 380 | title = "Phase %d%d" %(pair[0], pair[1]) |
|
380 | title = "Phase %d%d" %(pair[0], pair[1]) | |
| 381 | axes0 = self.axesList[i*self.__nsubplots+3] |
|
381 | axes0 = self.axesList[i*self.__nsubplots+3] | |
| 382 | axes0.pcolor(x, y, phase, |
|
382 | axes0.pcolor(x, y, phase, | |
| 383 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180, |
|
383 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180, | |
| 384 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
384 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 385 | ticksize=9, colormap=phase_cmap, cblabel='') |
|
385 | ticksize=9, colormap=phase_cmap, cblabel='') | |
| 386 |
|
386 | |||
| 387 |
|
387 | |||
| 388 |
|
388 | |||
| 389 | self.draw() |
|
389 | self.draw() | |
| 390 |
|
390 | |||
| 391 | if figfile == None: |
|
391 | if figfile == None: | |
| 392 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
392 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 393 | figfile = self.getFilename(name = str_datetime) |
|
393 | figfile = self.getFilename(name = str_datetime) | |
| 394 |
|
394 | |||
| 395 | if figpath != '': |
|
395 | if figpath != '': | |
| 396 | self.counter_imagwr += 1 |
|
396 | self.counter_imagwr += 1 | |
| 397 | if (self.counter_imagwr>=wr_period): |
|
397 | if (self.counter_imagwr>=wr_period): | |
| 398 | # store png plot to local folder |
|
398 | # store png plot to local folder | |
| 399 | self.saveFigure(figpath, figfile) |
|
399 | self.saveFigure(figpath, figfile) | |
| 400 | # store png plot to FTP server according to RT-Web format |
|
400 | # store png plot to FTP server according to RT-Web format | |
| 401 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
401 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 402 | ftp_filename = os.path.join(figpath, name) |
|
402 | ftp_filename = os.path.join(figpath, name) | |
| 403 | self.saveFigure(figpath, ftp_filename) |
|
403 | self.saveFigure(figpath, ftp_filename) | |
| 404 | self.counter_imagwr = 0 |
|
404 | self.counter_imagwr = 0 | |
| 405 |
|
405 | |||
| 406 |
|
406 | |||
| 407 | class RTIPlot(Figure): |
|
407 | class RTIPlot(Figure): | |
| 408 |
|
408 | |||
| 409 | __isConfig = None |
|
409 | __isConfig = None | |
| 410 | __nsubplots = None |
|
410 | __nsubplots = None | |
| 411 |
|
411 | |||
| 412 | WIDTHPROF = None |
|
412 | WIDTHPROF = None | |
| 413 | HEIGHTPROF = None |
|
413 | HEIGHTPROF = None | |
| 414 | PREFIX = 'rti' |
|
414 | PREFIX = 'rti' | |
| 415 |
|
415 | |||
| 416 | def __init__(self): |
|
416 | def __init__(self): | |
| 417 |
|
417 | |||
| 418 | self.timerange = 2*60*60 |
|
418 | self.timerange = 2*60*60 | |
| 419 | self.__isConfig = False |
|
419 | self.__isConfig = False | |
| 420 | self.__nsubplots = 1 |
|
420 | self.__nsubplots = 1 | |
| 421 |
|
421 | |||
| 422 | self.WIDTH = 800 |
|
422 | self.WIDTH = 800 | |
| 423 | self.HEIGHT = 150 |
|
423 | self.HEIGHT = 150 | |
| 424 | self.WIDTHPROF = 120 |
|
424 | self.WIDTHPROF = 120 | |
| 425 | self.HEIGHTPROF = 0 |
|
425 | self.HEIGHTPROF = 0 | |
| 426 | self.counter_imagwr = 0 |
|
426 | self.counter_imagwr = 0 | |
| 427 |
|
427 | |||
| 428 | self.PLOT_CODE = 0 |
|
428 | self.PLOT_CODE = 0 | |
| 429 | self.FTP_WEI = None |
|
429 | self.FTP_WEI = None | |
| 430 | self.EXP_CODE = None |
|
430 | self.EXP_CODE = None | |
| 431 | self.SUB_EXP_CODE = None |
|
431 | self.SUB_EXP_CODE = None | |
| 432 | self.PLOT_POS = None |
|
432 | self.PLOT_POS = None | |
| 433 | self.tmin = None |
|
433 | self.tmin = None | |
| 434 | self.tmax = None |
|
434 | self.tmax = None | |
| 435 |
|
435 | |||
| 436 | self.xmin = None |
|
436 | self.xmin = None | |
| 437 | self.xmax = None |
|
437 | self.xmax = None | |
| 438 |
|
438 | |||
| 439 | self.figfile = None |
|
439 | self.figfile = None | |
| 440 |
|
440 | |||
| 441 | def getSubplots(self): |
|
441 | def getSubplots(self): | |
| 442 |
|
442 | |||
| 443 | ncol = 1 |
|
443 | ncol = 1 | |
| 444 | nrow = self.nplots |
|
444 | nrow = self.nplots | |
| 445 |
|
445 | |||
| 446 | return nrow, ncol |
|
446 | return nrow, ncol | |
| 447 |
|
447 | |||
| 448 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
448 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 449 |
|
449 | |||
| 450 | self.__showprofile = showprofile |
|
450 | self.__showprofile = showprofile | |
| 451 | self.nplots = nplots |
|
451 | self.nplots = nplots | |
| 452 |
|
452 | |||
| 453 | ncolspan = 1 |
|
453 | ncolspan = 1 | |
| 454 | colspan = 1 |
|
454 | colspan = 1 | |
| 455 | if showprofile: |
|
455 | if showprofile: | |
| 456 | ncolspan = 7 |
|
456 | ncolspan = 7 | |
| 457 | colspan = 6 |
|
457 | colspan = 6 | |
| 458 | self.__nsubplots = 2 |
|
458 | self.__nsubplots = 2 | |
| 459 |
|
459 | |||
| 460 | self.createFigure(id = id, |
|
460 | self.createFigure(id = id, | |
| 461 | wintitle = wintitle, |
|
461 | wintitle = wintitle, | |
| 462 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
462 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 463 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
463 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 464 | show=show) |
|
464 | show=show) | |
| 465 |
|
465 | |||
| 466 | nrow, ncol = self.getSubplots() |
|
466 | nrow, ncol = self.getSubplots() | |
| 467 |
|
467 | |||
| 468 | counter = 0 |
|
468 | counter = 0 | |
| 469 | for y in range(nrow): |
|
469 | for y in range(nrow): | |
| 470 | for x in range(ncol): |
|
470 | for x in range(ncol): | |
| 471 |
|
471 | |||
| 472 | if counter >= self.nplots: |
|
472 | if counter >= self.nplots: | |
| 473 | break |
|
473 | break | |
| 474 |
|
474 | |||
| 475 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
475 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 476 |
|
476 | |||
| 477 | if showprofile: |
|
477 | if showprofile: | |
| 478 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
478 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 479 |
|
479 | |||
| 480 | counter += 1 |
|
480 | counter += 1 | |
| 481 |
|
481 | |||
| 482 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', |
|
482 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', | |
| 483 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
483 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 484 | timerange=None, |
|
484 | timerange=None, | |
| 485 | save=False, figpath='', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
485 | save=False, figpath='', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 486 | server=None, folder=None, username=None, password=None, |
|
486 | server=None, folder=None, username=None, password=None, | |
| 487 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
487 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 488 |
|
488 | |||
| 489 | """ |
|
489 | """ | |
| 490 |
|
490 | |||
| 491 | Input: |
|
491 | Input: | |
| 492 | dataOut : |
|
492 | dataOut : | |
| 493 | id : |
|
493 | id : | |
| 494 | wintitle : |
|
494 | wintitle : | |
| 495 | channelList : |
|
495 | channelList : | |
| 496 | showProfile : |
|
496 | showProfile : | |
| 497 | xmin : None, |
|
497 | xmin : None, | |
| 498 | xmax : None, |
|
498 | xmax : None, | |
| 499 | ymin : None, |
|
499 | ymin : None, | |
| 500 | ymax : None, |
|
500 | ymax : None, | |
| 501 | zmin : None, |
|
501 | zmin : None, | |
| 502 | zmax : None |
|
502 | zmax : None | |
| 503 | """ |
|
503 | """ | |
| 504 |
|
504 | |||
| 505 | if channelList == None: |
|
505 | if channelList == None: | |
| 506 | channelIndexList = dataOut.channelIndexList |
|
506 | channelIndexList = dataOut.channelIndexList | |
| 507 | else: |
|
507 | else: | |
| 508 | channelIndexList = [] |
|
508 | channelIndexList = [] | |
| 509 | for channel in channelList: |
|
509 | for channel in channelList: | |
| 510 | if channel not in dataOut.channelList: |
|
510 | if channel not in dataOut.channelList: | |
| 511 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
511 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 512 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
512 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 513 |
|
513 | |||
| 514 | if timerange != None: |
|
514 | if timerange != None: | |
| 515 | self.timerange = timerange |
|
515 | self.timerange = timerange | |
| 516 |
|
516 | |||
| 517 | #tmin = None |
|
517 | #tmin = None | |
| 518 | #tmax = None |
|
518 | #tmax = None | |
| 519 | factor = dataOut.normFactor |
|
519 | factor = dataOut.normFactor | |
| 520 | x = dataOut.getTimeRange() |
|
520 | x = dataOut.getTimeRange() | |
| 521 | y = dataOut.getHeiRange() |
|
521 | y = dataOut.getHeiRange() | |
| 522 |
|
522 | |||
| 523 | z = dataOut.data_spc[channelIndexList,:,:]/factor |
|
523 | z = dataOut.data_spc[channelIndexList,:,:]/factor | |
| 524 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
524 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 525 | avg = numpy.average(z, axis=1) |
|
525 | avg = numpy.average(z, axis=1) | |
| 526 |
|
526 | |||
| 527 | avgdB = 10.*numpy.log10(avg) |
|
527 | avgdB = 10.*numpy.log10(avg) | |
| 528 |
|
528 | |||
| 529 |
|
529 | |||
| 530 | # thisDatetime = dataOut.datatime |
|
530 | # thisDatetime = dataOut.datatime | |
| 531 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) |
|
531 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) | |
| 532 | title = wintitle + " RTI" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
532 | title = wintitle + " RTI" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 533 | xlabel = "" |
|
533 | xlabel = "" | |
| 534 | ylabel = "Range (Km)" |
|
534 | ylabel = "Range (Km)" | |
| 535 |
|
535 | |||
| 536 | if not self.__isConfig: |
|
536 | if not self.__isConfig: | |
| 537 |
|
537 | |||
| 538 | nplots = len(channelIndexList) |
|
538 | nplots = len(channelIndexList) | |
| 539 |
|
539 | |||
| 540 | self.setup(id=id, |
|
540 | self.setup(id=id, | |
| 541 | nplots=nplots, |
|
541 | nplots=nplots, | |
| 542 | wintitle=wintitle, |
|
542 | wintitle=wintitle, | |
| 543 | showprofile=showprofile, |
|
543 | showprofile=showprofile, | |
| 544 | show=show) |
|
544 | show=show) | |
| 545 |
|
545 | |||
| 546 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
546 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 547 |
|
547 | |||
| 548 | # if timerange != None: |
|
548 | # if timerange != None: | |
| 549 | # self.timerange = timerange |
|
549 | # self.timerange = timerange | |
| 550 | # self.xmin, self.tmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
550 | # self.xmin, self.tmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 551 |
|
551 | |||
| 552 |
|
552 | |||
| 553 |
|
553 | |||
| 554 | if ymin == None: ymin = numpy.nanmin(y) |
|
554 | if ymin == None: ymin = numpy.nanmin(y) | |
| 555 | if ymax == None: ymax = numpy.nanmax(y) |
|
555 | if ymax == None: ymax = numpy.nanmax(y) | |
| 556 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 |
|
556 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 | |
| 557 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 |
|
557 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 | |
| 558 |
|
558 | |||
| 559 | self.FTP_WEI = ftp_wei |
|
559 | self.FTP_WEI = ftp_wei | |
| 560 | self.EXP_CODE = exp_code |
|
560 | self.EXP_CODE = exp_code | |
| 561 | self.SUB_EXP_CODE = sub_exp_code |
|
561 | self.SUB_EXP_CODE = sub_exp_code | |
| 562 | self.PLOT_POS = plot_pos |
|
562 | self.PLOT_POS = plot_pos | |
| 563 |
|
563 | |||
| 564 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
564 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 565 | self.__isConfig = True |
|
565 | self.__isConfig = True | |
| 566 | self.figfile = figfile |
|
566 | self.figfile = figfile | |
| 567 |
|
567 | |||
| 568 | self.setWinTitle(title) |
|
568 | self.setWinTitle(title) | |
| 569 |
|
569 | |||
| 570 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
570 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 571 | x[1] = self.xmax |
|
571 | x[1] = self.xmax | |
| 572 |
|
572 | |||
| 573 | for i in range(self.nplots): |
|
573 | for i in range(self.nplots): | |
| 574 | title = "Channel %d: %s" %(dataOut.channelList[i]+1, thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
574 | title = "Channel %d: %s" %(dataOut.channelList[i]+1, thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 575 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
575 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 576 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
576 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 577 | axes = self.axesList[i*self.__nsubplots] |
|
577 | axes = self.axesList[i*self.__nsubplots] | |
| 578 | zdB = avgdB[i].reshape((1,-1)) |
|
578 | zdB = avgdB[i].reshape((1,-1)) | |
| 579 | axes.pcolorbuffer(x, y, zdB, |
|
579 | axes.pcolorbuffer(x, y, zdB, | |
| 580 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
580 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 581 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
581 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 582 | ticksize=9, cblabel='', cbsize="1%") |
|
582 | ticksize=9, cblabel='', cbsize="1%") | |
| 583 |
|
583 | |||
| 584 | if self.__showprofile: |
|
584 | if self.__showprofile: | |
| 585 | axes = self.axesList[i*self.__nsubplots +1] |
|
585 | axes = self.axesList[i*self.__nsubplots +1] | |
| 586 | axes.pline(avgdB[i], y, |
|
586 | axes.pline(avgdB[i], y, | |
| 587 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
587 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 588 | xlabel='dB', ylabel='', title='', |
|
588 | xlabel='dB', ylabel='', title='', | |
| 589 | ytick_visible=False, |
|
589 | ytick_visible=False, | |
| 590 | grid='x') |
|
590 | grid='x') | |
| 591 |
|
591 | |||
| 592 | self.draw() |
|
592 | self.draw() | |
| 593 |
|
593 | |||
| 594 | if self.figfile == None: |
|
594 | if self.figfile == None: | |
| 595 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
595 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 596 | self.figfile = self.getFilename(name = str_datetime) |
|
596 | self.figfile = self.getFilename(name = str_datetime) | |
| 597 |
|
597 | |||
| 598 | if figpath != '': |
|
598 | if figpath != '': | |
| 599 |
|
599 | |||
| 600 | self.counter_imagwr += 1 |
|
600 | self.counter_imagwr += 1 | |
| 601 | if (self.counter_imagwr>=wr_period): |
|
601 | if (self.counter_imagwr>=wr_period): | |
| 602 | # store png plot to local folder |
|
602 | # store png plot to local folder | |
| 603 | self.saveFigure(figpath, self.figfile) |
|
603 | self.saveFigure(figpath, self.figfile) | |
| 604 | # store png plot to FTP server according to RT-Web format |
|
604 | # store png plot to FTP server according to RT-Web format | |
| 605 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
605 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 606 | ftp_filename = os.path.join(figpath, name) |
|
606 | ftp_filename = os.path.join(figpath, name) | |
| 607 | self.saveFigure(figpath, ftp_filename) |
|
607 | self.saveFigure(figpath, ftp_filename) | |
| 608 |
|
608 | |||
| 609 | self.counter_imagwr = 0 |
|
609 | self.counter_imagwr = 0 | |
| 610 |
|
610 | |||
| 611 | if x[1] >= self.axesList[0].xmax: |
|
611 | if x[1] >= self.axesList[0].xmax: | |
| 612 | self.counter_imagwr = wr_period |
|
612 | self.counter_imagwr = wr_period | |
| 613 | self.__isConfig = False |
|
613 | self.__isConfig = False | |
| 614 | self.figfile = None |
|
614 | self.figfile = None | |
| 615 |
|
615 | |||
| 616 | class CoherenceMap(Figure): |
|
616 | class CoherenceMap(Figure): | |
| 617 | isConfig = None |
|
617 | isConfig = None | |
| 618 | __nsubplots = None |
|
618 | __nsubplots = None | |
| 619 |
|
619 | |||
| 620 | WIDTHPROF = None |
|
620 | WIDTHPROF = None | |
| 621 | HEIGHTPROF = None |
|
621 | HEIGHTPROF = None | |
| 622 | PREFIX = 'cmap' |
|
622 | PREFIX = 'cmap' | |
| 623 |
|
623 | |||
| 624 | def __init__(self): |
|
624 | def __init__(self): | |
| 625 | self.timerange = 2*60*60 |
|
625 | self.timerange = 2*60*60 | |
| 626 | self.isConfig = False |
|
626 | self.isConfig = False | |
| 627 | self.__nsubplots = 1 |
|
627 | self.__nsubplots = 1 | |
| 628 |
|
628 | |||
| 629 | self.WIDTH = 800 |
|
629 | self.WIDTH = 800 | |
| 630 | self.HEIGHT = 150 |
|
630 | self.HEIGHT = 150 | |
| 631 | self.WIDTHPROF = 120 |
|
631 | self.WIDTHPROF = 120 | |
| 632 | self.HEIGHTPROF = 0 |
|
632 | self.HEIGHTPROF = 0 | |
| 633 | self.counter_imagwr = 0 |
|
633 | self.counter_imagwr = 0 | |
| 634 |
|
634 | |||
| 635 | self.PLOT_CODE = 3 |
|
635 | self.PLOT_CODE = 3 | |
| 636 | self.FTP_WEI = None |
|
636 | self.FTP_WEI = None | |
| 637 | self.EXP_CODE = None |
|
637 | self.EXP_CODE = None | |
| 638 | self.SUB_EXP_CODE = None |
|
638 | self.SUB_EXP_CODE = None | |
| 639 | self.PLOT_POS = None |
|
639 | self.PLOT_POS = None | |
| 640 | self.counter_imagwr = 0 |
|
640 | self.counter_imagwr = 0 | |
| 641 |
|
641 | |||
| 642 | self.xmin = None |
|
642 | self.xmin = None | |
| 643 | self.xmax = None |
|
643 | self.xmax = None | |
| 644 |
|
644 | |||
| 645 | def getSubplots(self): |
|
645 | def getSubplots(self): | |
| 646 | ncol = 1 |
|
646 | ncol = 1 | |
| 647 | nrow = self.nplots*2 |
|
647 | nrow = self.nplots*2 | |
| 648 |
|
648 | |||
| 649 | return nrow, ncol |
|
649 | return nrow, ncol | |
| 650 |
|
650 | |||
| 651 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
651 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 652 | self.__showprofile = showprofile |
|
652 | self.__showprofile = showprofile | |
| 653 | self.nplots = nplots |
|
653 | self.nplots = nplots | |
| 654 |
|
654 | |||
| 655 | ncolspan = 1 |
|
655 | ncolspan = 1 | |
| 656 | colspan = 1 |
|
656 | colspan = 1 | |
| 657 | if showprofile: |
|
657 | if showprofile: | |
| 658 | ncolspan = 7 |
|
658 | ncolspan = 7 | |
| 659 | colspan = 6 |
|
659 | colspan = 6 | |
| 660 | self.__nsubplots = 2 |
|
660 | self.__nsubplots = 2 | |
| 661 |
|
661 | |||
| 662 | self.createFigure(id = id, |
|
662 | self.createFigure(id = id, | |
| 663 | wintitle = wintitle, |
|
663 | wintitle = wintitle, | |
| 664 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
664 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 665 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
665 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 666 | show=True) |
|
666 | show=True) | |
| 667 |
|
667 | |||
| 668 | nrow, ncol = self.getSubplots() |
|
668 | nrow, ncol = self.getSubplots() | |
| 669 |
|
669 | |||
| 670 | for y in range(nrow): |
|
670 | for y in range(nrow): | |
| 671 | for x in range(ncol): |
|
671 | for x in range(ncol): | |
| 672 |
|
672 | |||
| 673 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
673 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 674 |
|
674 | |||
| 675 | if showprofile: |
|
675 | if showprofile: | |
| 676 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
676 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 677 |
|
677 | |||
| 678 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', |
|
678 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', | |
| 679 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
679 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 680 | timerange=None, |
|
680 | timerange=None, | |
| 681 | save=False, figpath='', figfile=None, ftp=False, wr_period=1, |
|
681 | save=False, figpath='', figfile=None, ftp=False, wr_period=1, | |
| 682 | coherence_cmap='jet', phase_cmap='RdBu_r', show=True, |
|
682 | coherence_cmap='jet', phase_cmap='RdBu_r', show=True, | |
| 683 | server=None, folder=None, username=None, password=None, |
|
683 | server=None, folder=None, username=None, password=None, | |
| 684 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
684 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 685 |
|
685 | |||
| 686 | if pairsList == None: |
|
686 | if pairsList == None: | |
| 687 | pairsIndexList = dataOut.pairsIndexList |
|
687 | pairsIndexList = dataOut.pairsIndexList | |
| 688 | else: |
|
688 | else: | |
| 689 | pairsIndexList = [] |
|
689 | pairsIndexList = [] | |
| 690 | for pair in pairsList: |
|
690 | for pair in pairsList: | |
| 691 | if pair not in dataOut.pairsList: |
|
691 | if pair not in dataOut.pairsList: | |
| 692 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) |
|
692 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) | |
| 693 | pairsIndexList.append(dataOut.pairsList.index(pair)) |
|
693 | pairsIndexList.append(dataOut.pairsList.index(pair)) | |
| 694 |
|
694 | |||
| 695 | if timerange != None: |
|
695 | if timerange != None: | |
| 696 | self.timerange = timerange |
|
696 | self.timerange = timerange | |
| 697 |
|
697 | |||
| 698 | if pairsIndexList == []: |
|
698 | if pairsIndexList == []: | |
| 699 | return |
|
699 | return | |
| 700 |
|
700 | |||
| 701 | if len(pairsIndexList) > 4: |
|
701 | if len(pairsIndexList) > 4: | |
| 702 | pairsIndexList = pairsIndexList[0:4] |
|
702 | pairsIndexList = pairsIndexList[0:4] | |
| 703 |
|
703 | |||
| 704 | # tmin = None |
|
704 | # tmin = None | |
| 705 | # tmax = None |
|
705 | # tmax = None | |
| 706 | x = dataOut.getTimeRange() |
|
706 | x = dataOut.getTimeRange() | |
| 707 | y = dataOut.getHeiRange() |
|
707 | y = dataOut.getHeiRange() | |
| 708 |
|
708 | |||
| 709 | #thisDatetime = dataOut.datatime |
|
709 | #thisDatetime = dataOut.datatime | |
| 710 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) |
|
710 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) | |
| 711 | title = wintitle + " CoherenceMap" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
711 | title = wintitle + " CoherenceMap" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 712 | xlabel = "" |
|
712 | xlabel = "" | |
| 713 | ylabel = "Range (Km)" |
|
713 | ylabel = "Range (Km)" | |
| 714 |
|
714 | |||
| 715 | if not self.isConfig: |
|
715 | if not self.isConfig: | |
| 716 | nplots = len(pairsIndexList) |
|
716 | nplots = len(pairsIndexList) | |
| 717 | self.setup(id=id, |
|
717 | self.setup(id=id, | |
| 718 | nplots=nplots, |
|
718 | nplots=nplots, | |
| 719 | wintitle=wintitle, |
|
719 | wintitle=wintitle, | |
| 720 | showprofile=showprofile, |
|
720 | showprofile=showprofile, | |
| 721 | show=show) |
|
721 | show=show) | |
| 722 |
|
722 | |||
| 723 | #tmin, tmax = self.getTimeLim(x, xmin, xmax) |
|
723 | #tmin, tmax = self.getTimeLim(x, xmin, xmax) | |
| 724 |
|
724 | |||
| 725 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
725 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 726 |
|
726 | |||
| 727 | if ymin == None: ymin = numpy.nanmin(y) |
|
727 | if ymin == None: ymin = numpy.nanmin(y) | |
| 728 | if ymax == None: ymax = numpy.nanmax(y) |
|
728 | if ymax == None: ymax = numpy.nanmax(y) | |
| 729 | if zmin == None: zmin = 0. |
|
729 | if zmin == None: zmin = 0. | |
| 730 | if zmax == None: zmax = 1. |
|
730 | if zmax == None: zmax = 1. | |
| 731 |
|
731 | |||
| 732 | self.FTP_WEI = ftp_wei |
|
732 | self.FTP_WEI = ftp_wei | |
| 733 | self.EXP_CODE = exp_code |
|
733 | self.EXP_CODE = exp_code | |
| 734 | self.SUB_EXP_CODE = sub_exp_code |
|
734 | self.SUB_EXP_CODE = sub_exp_code | |
| 735 | self.PLOT_POS = plot_pos |
|
735 | self.PLOT_POS = plot_pos | |
| 736 |
|
736 | |||
| 737 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
737 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 738 |
|
738 | |||
| 739 | self.isConfig = True |
|
739 | self.isConfig = True | |
| 740 |
|
740 | |||
| 741 | self.setWinTitle(title) |
|
741 | self.setWinTitle(title) | |
| 742 |
|
742 | |||
| 743 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
743 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 744 | x[1] = self.xmax |
|
744 | x[1] = self.xmax | |
| 745 |
|
745 | |||
| 746 | for i in range(self.nplots): |
|
746 | for i in range(self.nplots): | |
| 747 |
|
747 | |||
| 748 | pair = dataOut.pairsList[pairsIndexList[i]] |
|
748 | pair = dataOut.pairsList[pairsIndexList[i]] | |
| 749 |
|
749 | |||
| 750 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i],:,:],axis=0) |
|
750 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i],:,:],axis=0) | |
| 751 | powa = numpy.average(dataOut.data_spc[pair[0],:,:],axis=0) |
|
751 | powa = numpy.average(dataOut.data_spc[pair[0],:,:],axis=0) | |
| 752 | powb = numpy.average(dataOut.data_spc[pair[1],:,:],axis=0) |
|
752 | powb = numpy.average(dataOut.data_spc[pair[1],:,:],axis=0) | |
| 753 |
|
753 | |||
| 754 |
|
754 | |||
| 755 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) |
|
755 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) | |
| 756 | coherence = numpy.abs(avgcoherenceComplex) |
|
756 | coherence = numpy.abs(avgcoherenceComplex) | |
| 757 |
|
757 | |||
| 758 | z = coherence.reshape((1,-1)) |
|
758 | z = coherence.reshape((1,-1)) | |
| 759 |
|
759 | |||
| 760 | counter = 0 |
|
760 | counter = 0 | |
| 761 |
|
761 | |||
| 762 | title = "Coherence %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
762 | title = "Coherence %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 763 | axes = self.axesList[i*self.__nsubplots*2] |
|
763 | axes = self.axesList[i*self.__nsubplots*2] | |
| 764 | axes.pcolorbuffer(x, y, z, |
|
764 | axes.pcolorbuffer(x, y, z, | |
| 765 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
765 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 766 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
766 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 767 | ticksize=9, cblabel='', colormap=coherence_cmap, cbsize="1%") |
|
767 | ticksize=9, cblabel='', colormap=coherence_cmap, cbsize="1%") | |
| 768 |
|
768 | |||
| 769 | if self.__showprofile: |
|
769 | if self.__showprofile: | |
| 770 | counter += 1 |
|
770 | counter += 1 | |
| 771 | axes = self.axesList[i*self.__nsubplots*2 + counter] |
|
771 | axes = self.axesList[i*self.__nsubplots*2 + counter] | |
| 772 | axes.pline(coherence, y, |
|
772 | axes.pline(coherence, y, | |
| 773 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
773 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 774 | xlabel='', ylabel='', title='', ticksize=7, |
|
774 | xlabel='', ylabel='', title='', ticksize=7, | |
| 775 | ytick_visible=False, nxticks=5, |
|
775 | ytick_visible=False, nxticks=5, | |
| 776 | grid='x') |
|
776 | grid='x') | |
| 777 |
|
777 | |||
| 778 | counter += 1 |
|
778 | counter += 1 | |
| 779 |
|
779 | |||
| 780 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi |
|
780 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi | |
| 781 |
|
781 | |||
| 782 | z = phase.reshape((1,-1)) |
|
782 | z = phase.reshape((1,-1)) | |
| 783 |
|
783 | |||
| 784 | title = "Phase %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
784 | title = "Phase %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 785 | axes = self.axesList[i*self.__nsubplots*2 + counter] |
|
785 | axes = self.axesList[i*self.__nsubplots*2 + counter] | |
| 786 | axes.pcolorbuffer(x, y, z, |
|
786 | axes.pcolorbuffer(x, y, z, | |
| 787 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180, |
|
787 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180, | |
| 788 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
788 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 789 | ticksize=9, cblabel='', colormap=phase_cmap, cbsize="1%") |
|
789 | ticksize=9, cblabel='', colormap=phase_cmap, cbsize="1%") | |
| 790 |
|
790 | |||
| 791 | if self.__showprofile: |
|
791 | if self.__showprofile: | |
| 792 | counter += 1 |
|
792 | counter += 1 | |
| 793 | axes = self.axesList[i*self.__nsubplots*2 + counter] |
|
793 | axes = self.axesList[i*self.__nsubplots*2 + counter] | |
| 794 | axes.pline(phase, y, |
|
794 | axes.pline(phase, y, | |
| 795 | xmin=-180, xmax=180, ymin=ymin, ymax=ymax, |
|
795 | xmin=-180, xmax=180, ymin=ymin, ymax=ymax, | |
| 796 | xlabel='', ylabel='', title='', ticksize=7, |
|
796 | xlabel='', ylabel='', title='', ticksize=7, | |
| 797 | ytick_visible=False, nxticks=4, |
|
797 | ytick_visible=False, nxticks=4, | |
| 798 | grid='x') |
|
798 | grid='x') | |
| 799 |
|
799 | |||
| 800 | self.draw() |
|
800 | self.draw() | |
| 801 |
|
801 | |||
| 802 | if x[1] >= self.axesList[0].xmax: |
|
802 | if x[1] >= self.axesList[0].xmax: | |
| 803 | self.counter_imagwr = wr_period |
|
803 | self.counter_imagwr = wr_period | |
| 804 | self.__isConfig = False |
|
804 | self.__isConfig = False | |
| 805 |
|
805 | |||
| 806 | if figfile == None: |
|
806 | if figfile == None: | |
| 807 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
807 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 808 | figfile = self.getFilename(name = str_datetime) |
|
808 | figfile = self.getFilename(name = str_datetime) | |
| 809 |
|
809 | |||
| 810 | if figpath != '': |
|
810 | if figpath != '': | |
| 811 |
|
811 | |||
| 812 | self.counter_imagwr += 1 |
|
812 | self.counter_imagwr += 1 | |
| 813 | if (self.counter_imagwr>=wr_period): |
|
813 | if (self.counter_imagwr>=wr_period): | |
| 814 | # store png plot to local folder |
|
814 | # store png plot to local folder | |
| 815 | self.saveFigure(figpath, figfile) |
|
815 | self.saveFigure(figpath, figfile) | |
| 816 | # store png plot to FTP server according to RT-Web format |
|
816 | # store png plot to FTP server according to RT-Web format | |
| 817 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
817 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 818 | ftp_filename = os.path.join(figpath, name) |
|
818 | ftp_filename = os.path.join(figpath, name) | |
| 819 | self.saveFigure(figpath, ftp_filename) |
|
819 | self.saveFigure(figpath, ftp_filename) | |
| 820 |
|
820 | |||
| 821 | self.counter_imagwr = 0 |
|
821 | self.counter_imagwr = 0 | |
| 822 |
|
822 | |||
| 823 | class PowerProfile(Figure): |
|
823 | class PowerProfile(Figure): | |
| 824 | isConfig = None |
|
824 | isConfig = None | |
| 825 | __nsubplots = None |
|
825 | __nsubplots = None | |
| 826 |
|
826 | |||
| 827 | WIDTHPROF = None |
|
827 | WIDTHPROF = None | |
| 828 | HEIGHTPROF = None |
|
828 | HEIGHTPROF = None | |
| 829 | PREFIX = 'spcprofile' |
|
829 | PREFIX = 'spcprofile' | |
| 830 |
|
830 | |||
| 831 | def __init__(self): |
|
831 | def __init__(self): | |
| 832 | self.isConfig = False |
|
832 | self.isConfig = False | |
| 833 | self.__nsubplots = 1 |
|
833 | self.__nsubplots = 1 | |
| 834 |
|
834 | |||
| 835 | self.WIDTH = 300 |
|
835 | self.WIDTH = 300 | |
| 836 | self.HEIGHT = 500 |
|
836 | self.HEIGHT = 500 | |
| 837 | self.counter_imagwr = 0 |
|
837 | self.counter_imagwr = 0 | |
| 838 |
|
838 | |||
| 839 | def getSubplots(self): |
|
839 | def getSubplots(self): | |
| 840 | ncol = 1 |
|
840 | ncol = 1 | |
| 841 | nrow = 1 |
|
841 | nrow = 1 | |
| 842 |
|
842 | |||
| 843 | return nrow, ncol |
|
843 | return nrow, ncol | |
| 844 |
|
844 | |||
| 845 | def setup(self, id, nplots, wintitle, show): |
|
845 | def setup(self, id, nplots, wintitle, show): | |
| 846 |
|
846 | |||
| 847 | self.nplots = nplots |
|
847 | self.nplots = nplots | |
| 848 |
|
848 | |||
| 849 | ncolspan = 1 |
|
849 | ncolspan = 1 | |
| 850 | colspan = 1 |
|
850 | colspan = 1 | |
| 851 |
|
851 | |||
| 852 | self.createFigure(id = id, |
|
852 | self.createFigure(id = id, | |
| 853 | wintitle = wintitle, |
|
853 | wintitle = wintitle, | |
| 854 | widthplot = self.WIDTH, |
|
854 | widthplot = self.WIDTH, | |
| 855 | heightplot = self.HEIGHT, |
|
855 | heightplot = self.HEIGHT, | |
| 856 | show=show) |
|
856 | show=show) | |
| 857 |
|
857 | |||
| 858 | nrow, ncol = self.getSubplots() |
|
858 | nrow, ncol = self.getSubplots() | |
| 859 |
|
859 | |||
| 860 | counter = 0 |
|
860 | counter = 0 | |
| 861 | for y in range(nrow): |
|
861 | for y in range(nrow): | |
| 862 | for x in range(ncol): |
|
862 | for x in range(ncol): | |
| 863 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
863 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 864 |
|
864 | |||
| 865 | def run(self, dataOut, id, wintitle="", channelList=None, |
|
865 | def run(self, dataOut, id, wintitle="", channelList=None, | |
| 866 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
866 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 867 | save=False, figpath='', figfile=None, show=True, wr_period=1, |
|
867 | save=False, figpath='', figfile=None, show=True, wr_period=1, | |
| 868 | server=None, folder=None, username=None, password=None,): |
|
868 | server=None, folder=None, username=None, password=None,): | |
| 869 |
|
869 | |||
| 870 | if dataOut.flagNoData: |
|
870 | if dataOut.flagNoData: | |
| 871 | return None |
|
871 | return None | |
| 872 |
|
872 | |||
| 873 | if channelList == None: |
|
873 | if channelList == None: | |
| 874 | channelIndexList = dataOut.channelIndexList |
|
874 | channelIndexList = dataOut.channelIndexList | |
| 875 | channelList = dataOut.channelList |
|
875 | channelList = dataOut.channelList | |
| 876 | else: |
|
876 | else: | |
| 877 | channelIndexList = [] |
|
877 | channelIndexList = [] | |
| 878 | for channel in channelList: |
|
878 | for channel in channelList: | |
| 879 | if channel not in dataOut.channelList: |
|
879 | if channel not in dataOut.channelList: | |
| 880 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
880 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 881 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
881 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 882 |
|
882 | |||
| 883 | try: |
|
883 | try: | |
| 884 | factor = dataOut.normFactor |
|
884 | factor = dataOut.normFactor | |
| 885 | except: |
|
885 | except: | |
| 886 | factor = 1 |
|
886 | factor = 1 | |
| 887 |
|
887 | |||
| 888 | y = dataOut.getHeiRange() |
|
888 | y = dataOut.getHeiRange() | |
| 889 |
|
889 | |||
| 890 | #for voltage |
|
890 | #for voltage | |
| 891 | if dataOut.type == 'Voltage': |
|
891 | if dataOut.type == 'Voltage': | |
| 892 | x = dataOut.data[channelIndexList,:] * numpy.conjugate(dataOut.data[channelIndexList,:]) |
|
892 | x = dataOut.data[channelIndexList,:] * numpy.conjugate(dataOut.data[channelIndexList,:]) | |
| 893 | x = x.real |
|
893 | x = x.real | |
| 894 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) |
|
894 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) | |
| 895 |
|
895 | |||
| 896 | #for spectra |
|
896 | #for spectra | |
| 897 | if dataOut.type == 'Spectra': |
|
897 | if dataOut.type == 'Spectra': | |
| 898 | x = dataOut.data_spc[channelIndexList,:,:]/factor |
|
898 | x = dataOut.data_spc[channelIndexList,:,:]/factor | |
| 899 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) |
|
899 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) | |
| 900 | x = numpy.average(x, axis=1) |
|
900 | x = numpy.average(x, axis=1) | |
| 901 |
|
901 | |||
| 902 |
|
902 | |||
| 903 | xdB = 10*numpy.log10(x) |
|
903 | xdB = 10*numpy.log10(x) | |
| 904 |
|
904 | |||
| 905 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) |
|
905 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) | |
| 906 | title = wintitle + " Power Profile %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
906 | title = wintitle + " Power Profile %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 907 | xlabel = "dB" |
|
907 | xlabel = "dB" | |
| 908 | ylabel = "Range (Km)" |
|
908 | ylabel = "Range (Km)" | |
| 909 |
|
909 | |||
| 910 | if not self.isConfig: |
|
910 | if not self.isConfig: | |
| 911 |
|
911 | |||
| 912 | nplots = 1 |
|
912 | nplots = 1 | |
| 913 |
|
913 | |||
| 914 | self.setup(id=id, |
|
914 | self.setup(id=id, | |
| 915 | nplots=nplots, |
|
915 | nplots=nplots, | |
| 916 | wintitle=wintitle, |
|
916 | wintitle=wintitle, | |
| 917 | show=show) |
|
917 | show=show) | |
| 918 |
|
918 | |||
| 919 | if ymin == None: ymin = numpy.nanmin(y) |
|
919 | if ymin == None: ymin = numpy.nanmin(y) | |
| 920 | if ymax == None: ymax = numpy.nanmax(y) |
|
920 | if ymax == None: ymax = numpy.nanmax(y) | |
| 921 | if xmin == None: xmin = numpy.nanmin(xdB)*0.9 |
|
921 | if xmin == None: xmin = numpy.nanmin(xdB)*0.9 | |
| 922 | if xmax == None: xmax = numpy.nanmax(xdB)*0.9 |
|
922 | if xmax == None: xmax = numpy.nanmax(xdB)*0.9 | |
| 923 |
|
923 | |||
| 924 | self.__isConfig = True |
|
924 | self.__isConfig = True | |
| 925 |
|
925 | |||
| 926 | self.setWinTitle(title) |
|
926 | self.setWinTitle(title) | |
| 927 |
|
927 | |||
| 928 | title = "Power Profile: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
928 | title = "Power Profile: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 929 | axes = self.axesList[0] |
|
929 | axes = self.axesList[0] | |
| 930 |
|
930 | |||
| 931 | legendlabels = ["channel %d"%x for x in channelList] |
|
931 | legendlabels = ["channel %d"%x for x in channelList] | |
| 932 | axes.pmultiline(xdB, y, |
|
932 | axes.pmultiline(xdB, y, | |
| 933 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
933 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 934 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, |
|
934 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, | |
| 935 | ytick_visible=True, nxticks=5, |
|
935 | ytick_visible=True, nxticks=5, | |
| 936 | grid='x') |
|
936 | grid='x') | |
| 937 |
|
937 | |||
| 938 | self.draw() |
|
938 | self.draw() | |
| 939 |
|
939 | |||
| 940 | if figfile == None: |
|
940 | if figfile == None: | |
| 941 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
941 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 942 | figfile = self.getFilename(name = str_datetime) |
|
942 | figfile = self.getFilename(name = str_datetime) | |
| 943 |
|
943 | |||
| 944 | if figpath != '': |
|
944 | if figpath != '': | |
| 945 | self.counter_imagwr += 1 |
|
945 | self.counter_imagwr += 1 | |
| 946 | if (self.counter_imagwr>=wr_period): |
|
946 | if (self.counter_imagwr>=wr_period): | |
| 947 | # store png plot to local folder |
|
947 | # store png plot to local folder | |
| 948 | self.saveFigure(figpath, figfile) |
|
948 | self.saveFigure(figpath, figfile) | |
| 949 | # store png plot to FTP server according to RT-Web format |
|
949 | # store png plot to FTP server according to RT-Web format | |
| 950 | #name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
950 | #name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 951 | #ftp_filename = os.path.join(figpath, name) |
|
951 | #ftp_filename = os.path.join(figpath, name) | |
| 952 | #self.saveFigure(figpath, ftp_filename) |
|
952 | #self.saveFigure(figpath, ftp_filename) | |
| 953 | self.counter_imagwr = 0 |
|
953 | self.counter_imagwr = 0 | |
| 954 |
|
954 | |||
| 955 |
|
955 | |||
| 956 |
|
956 | |||
| 957 | class Noise(Figure): |
|
957 | class Noise(Figure): | |
| 958 |
|
958 | |||
| 959 | isConfig = None |
|
959 | isConfig = None | |
| 960 | __nsubplots = None |
|
960 | __nsubplots = None | |
| 961 |
|
961 | |||
| 962 | PREFIX = 'noise' |
|
962 | PREFIX = 'noise' | |
| 963 |
|
963 | |||
| 964 | def __init__(self): |
|
964 | def __init__(self): | |
| 965 |
|
965 | |||
| 966 | self.timerange = 24*60*60 |
|
966 | self.timerange = 24*60*60 | |
| 967 | self.isConfig = False |
|
967 | self.isConfig = False | |
| 968 | self.__nsubplots = 1 |
|
968 | self.__nsubplots = 1 | |
| 969 | self.counter_imagwr = 0 |
|
969 | self.counter_imagwr = 0 | |
| 970 | self.WIDTH = 600 |
|
970 | self.WIDTH = 600 | |
| 971 | self.HEIGHT = 300 |
|
971 | self.HEIGHT = 300 | |
| 972 | self.WIDTHPROF = 120 |
|
972 | self.WIDTHPROF = 120 | |
| 973 | self.HEIGHTPROF = 0 |
|
973 | self.HEIGHTPROF = 0 | |
| 974 | self.xdata = None |
|
974 | self.xdata = None | |
| 975 | self.ydata = None |
|
975 | self.ydata = None | |
| 976 |
|
976 | |||
| 977 | self.PLOT_CODE = 17 |
|
977 | self.PLOT_CODE = 17 | |
| 978 | self.FTP_WEI = None |
|
978 | self.FTP_WEI = None | |
| 979 | self.EXP_CODE = None |
|
979 | self.EXP_CODE = None | |
| 980 | self.SUB_EXP_CODE = None |
|
980 | self.SUB_EXP_CODE = None | |
| 981 | self.PLOT_POS = None |
|
981 | self.PLOT_POS = None | |
| 982 | self.figfile = None |
|
982 | self.figfile = None | |
| 983 |
|
983 | |||
| 984 | def getSubplots(self): |
|
984 | def getSubplots(self): | |
| 985 |
|
985 | |||
| 986 | ncol = 1 |
|
986 | ncol = 1 | |
| 987 | nrow = 1 |
|
987 | nrow = 1 | |
| 988 |
|
988 | |||
| 989 | return nrow, ncol |
|
989 | return nrow, ncol | |
| 990 |
|
990 | |||
| 991 | def openfile(self, filename): |
|
991 | def openfile(self, filename): | |
| 992 | f = open(filename,'w+') |
|
992 | f = open(filename,'w+') | |
| 993 | f.write('\n\n') |
|
993 | f.write('\n\n') | |
| 994 | f.write('JICAMARCA RADIO OBSERVATORY - Noise \n') |
|
994 | f.write('JICAMARCA RADIO OBSERVATORY - Noise \n') | |
| 995 | f.write('DD MM YYYY HH MM SS Channel0 Channel1 Channel2 Channel3\n\n' ) |
|
995 | f.write('DD MM YYYY HH MM SS Channel0 Channel1 Channel2 Channel3\n\n' ) | |
| 996 | f.close() |
|
996 | f.close() | |
| 997 |
|
997 | |||
| 998 | def save_data(self, filename_phase, data, data_datetime): |
|
998 | def save_data(self, filename_phase, data, data_datetime): | |
| 999 | f=open(filename_phase,'a') |
|
999 | f=open(filename_phase,'a') | |
| 1000 | timetuple_data = data_datetime.timetuple() |
|
1000 | timetuple_data = data_datetime.timetuple() | |
| 1001 | day = str(timetuple_data.tm_mday) |
|
1001 | day = str(timetuple_data.tm_mday) | |
| 1002 | month = str(timetuple_data.tm_mon) |
|
1002 | month = str(timetuple_data.tm_mon) | |
| 1003 | year = str(timetuple_data.tm_year) |
|
1003 | year = str(timetuple_data.tm_year) | |
| 1004 | hour = str(timetuple_data.tm_hour) |
|
1004 | hour = str(timetuple_data.tm_hour) | |
| 1005 | minute = str(timetuple_data.tm_min) |
|
1005 | minute = str(timetuple_data.tm_min) | |
| 1006 | second = str(timetuple_data.tm_sec) |
|
1006 | second = str(timetuple_data.tm_sec) | |
| 1007 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' '+str(data[0])+' '+str(data[1])+' '+str(data[2])+' '+str(data[3])+'\n') |
|
1007 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' '+str(data[0])+' '+str(data[1])+' '+str(data[2])+' '+str(data[3])+'\n') | |
| 1008 | f.close() |
|
1008 | f.close() | |
| 1009 |
|
1009 | |||
| 1010 |
|
1010 | |||
| 1011 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1011 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1012 |
|
1012 | |||
| 1013 | self.__showprofile = showprofile |
|
1013 | self.__showprofile = showprofile | |
| 1014 | self.nplots = nplots |
|
1014 | self.nplots = nplots | |
| 1015 |
|
1015 | |||
| 1016 | ncolspan = 7 |
|
1016 | ncolspan = 7 | |
| 1017 | colspan = 6 |
|
1017 | colspan = 6 | |
| 1018 | self.__nsubplots = 2 |
|
1018 | self.__nsubplots = 2 | |
| 1019 |
|
1019 | |||
| 1020 | self.createFigure(id = id, |
|
1020 | self.createFigure(id = id, | |
| 1021 | wintitle = wintitle, |
|
1021 | wintitle = wintitle, | |
| 1022 | widthplot = self.WIDTH+self.WIDTHPROF, |
|
1022 | widthplot = self.WIDTH+self.WIDTHPROF, | |
| 1023 | heightplot = self.HEIGHT+self.HEIGHTPROF, |
|
1023 | heightplot = self.HEIGHT+self.HEIGHTPROF, | |
| 1024 | show=show) |
|
1024 | show=show) | |
| 1025 |
|
1025 | |||
| 1026 | nrow, ncol = self.getSubplots() |
|
1026 | nrow, ncol = self.getSubplots() | |
| 1027 |
|
1027 | |||
| 1028 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) |
|
1028 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) | |
| 1029 |
|
1029 | |||
| 1030 |
|
1030 | |||
| 1031 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', |
|
1031 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', | |
| 1032 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1032 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1033 | timerange=None, |
|
1033 | timerange=None, | |
| 1034 | save=False, figpath='', figfile=None, show=True, ftp=False, wr_period=1, |
|
1034 | save=False, figpath='', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1035 | server=None, folder=None, username=None, password=None, |
|
1035 | server=None, folder=None, username=None, password=None, | |
| 1036 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1036 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1037 |
|
1037 | |||
| 1038 | if channelList == None: |
|
1038 | if channelList == None: | |
| 1039 | channelIndexList = dataOut.channelIndexList |
|
1039 | channelIndexList = dataOut.channelIndexList | |
| 1040 | channelList = dataOut.channelList |
|
1040 | channelList = dataOut.channelList | |
| 1041 | else: |
|
1041 | else: | |
| 1042 | channelIndexList = [] |
|
1042 | channelIndexList = [] | |
| 1043 | for channel in channelList: |
|
1043 | for channel in channelList: | |
| 1044 | if channel not in dataOut.channelList: |
|
1044 | if channel not in dataOut.channelList: | |
| 1045 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
1045 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 1046 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
1046 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 1047 |
|
1047 | |||
| 1048 | if timerange != None: |
|
1048 | if timerange != None: | |
| 1049 | self.timerange = timerange |
|
1049 | self.timerange = timerange | |
| 1050 |
|
1050 | |||
| 1051 | tmin = None |
|
1051 | tmin = None | |
| 1052 | tmax = None |
|
1052 | tmax = None | |
| 1053 | x = dataOut.getTimeRange() |
|
1053 | x = dataOut.getTimeRange() | |
| 1054 | y = dataOut.getHeiRange() |
|
1054 | y = dataOut.getHeiRange() | |
| 1055 | factor = dataOut.normFactor |
|
1055 | factor = dataOut.normFactor | |
| 1056 |
noise = dataOut.noise |
|
1056 | noise = dataOut.noise/factor | |
| 1057 | noisedB = 10*numpy.log10(noise) |
|
1057 | noisedB = 10*numpy.log10(noise) | |
| 1058 |
|
1058 | |||
| 1059 | #thisDatetime = dataOut.datatime |
|
1059 | #thisDatetime = dataOut.datatime | |
| 1060 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) |
|
1060 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) | |
| 1061 | title = wintitle + " Noise" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1061 | title = wintitle + " Noise" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1062 | xlabel = "" |
|
1062 | xlabel = "" | |
| 1063 | ylabel = "Intensity (dB)" |
|
1063 | ylabel = "Intensity (dB)" | |
| 1064 |
|
1064 | |||
| 1065 | if not self.isConfig: |
|
1065 | if not self.isConfig: | |
| 1066 |
|
1066 | |||
| 1067 | nplots = 1 |
|
1067 | nplots = 1 | |
| 1068 |
|
1068 | |||
| 1069 | self.setup(id=id, |
|
1069 | self.setup(id=id, | |
| 1070 | nplots=nplots, |
|
1070 | nplots=nplots, | |
| 1071 | wintitle=wintitle, |
|
1071 | wintitle=wintitle, | |
| 1072 | showprofile=showprofile, |
|
1072 | showprofile=showprofile, | |
| 1073 | show=show) |
|
1073 | show=show) | |
| 1074 |
|
1074 | |||
| 1075 | tmin, tmax = self.getTimeLim(x, xmin, xmax) |
|
1075 | tmin, tmax = self.getTimeLim(x, xmin, xmax) | |
| 1076 | if ymin == None: ymin = numpy.nanmin(noisedB) - 10.0 |
|
1076 | if ymin == None: ymin = numpy.nanmin(noisedB) - 10.0 | |
| 1077 | if ymax == None: ymax = numpy.nanmax(noisedB) + 10.0 |
|
1077 | if ymax == None: ymax = numpy.nanmax(noisedB) + 10.0 | |
| 1078 |
|
1078 | |||
| 1079 | self.FTP_WEI = ftp_wei |
|
1079 | self.FTP_WEI = ftp_wei | |
| 1080 | self.EXP_CODE = exp_code |
|
1080 | self.EXP_CODE = exp_code | |
| 1081 | self.SUB_EXP_CODE = sub_exp_code |
|
1081 | self.SUB_EXP_CODE = sub_exp_code | |
| 1082 | self.PLOT_POS = plot_pos |
|
1082 | self.PLOT_POS = plot_pos | |
| 1083 |
|
1083 | |||
| 1084 |
|
1084 | |||
| 1085 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1085 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1086 | self.isConfig = True |
|
1086 | self.isConfig = True | |
| 1087 | self.figfile = figfile |
|
1087 | self.figfile = figfile | |
| 1088 | self.xdata = numpy.array([]) |
|
1088 | self.xdata = numpy.array([]) | |
| 1089 | self.ydata = numpy.array([]) |
|
1089 | self.ydata = numpy.array([]) | |
| 1090 |
|
1090 | |||
| 1091 | #open file beacon phase |
|
1091 | #open file beacon phase | |
| 1092 | path = '%s%03d' %(self.PREFIX, self.id) |
|
1092 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 1093 | noise_file = os.path.join(path,'%s.txt'%self.name) |
|
1093 | noise_file = os.path.join(path,'%s.txt'%self.name) | |
| 1094 | self.filename_noise = os.path.join(figpath,noise_file) |
|
1094 | self.filename_noise = os.path.join(figpath,noise_file) | |
| 1095 | self.openfile(self.filename_noise) |
|
1095 | self.openfile(self.filename_noise) | |
| 1096 |
|
1096 | |||
| 1097 |
|
1097 | |||
| 1098 | #store data beacon phase |
|
1098 | #store data beacon phase | |
| 1099 | self.save_data(self.filename_noise, noisedB, thisDatetime) |
|
1099 | self.save_data(self.filename_noise, noisedB, thisDatetime) | |
| 1100 |
|
1100 | |||
| 1101 |
|
1101 | |||
| 1102 | self.setWinTitle(title) |
|
1102 | self.setWinTitle(title) | |
| 1103 |
|
1103 | |||
| 1104 |
|
1104 | |||
| 1105 | title = "Noise %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1105 | title = "Noise %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1106 |
|
1106 | |||
| 1107 | legendlabels = ["channel %d"%(idchannel+1) for idchannel in channelList] |
|
1107 | legendlabels = ["channel %d"%(idchannel+1) for idchannel in channelList] | |
| 1108 | axes = self.axesList[0] |
|
1108 | axes = self.axesList[0] | |
| 1109 |
|
1109 | |||
| 1110 | self.xdata = numpy.hstack((self.xdata, x[0:1])) |
|
1110 | self.xdata = numpy.hstack((self.xdata, x[0:1])) | |
| 1111 |
|
1111 | |||
| 1112 | if len(self.ydata)==0: |
|
1112 | if len(self.ydata)==0: | |
| 1113 | self.ydata = noisedB[channelIndexList].reshape(-1,1) |
|
1113 | self.ydata = noisedB[channelIndexList].reshape(-1,1) | |
| 1114 | else: |
|
1114 | else: | |
| 1115 | self.ydata = numpy.hstack((self.ydata, noisedB[channelIndexList].reshape(-1,1))) |
|
1115 | self.ydata = numpy.hstack((self.ydata, noisedB[channelIndexList].reshape(-1,1))) | |
| 1116 |
|
1116 | |||
| 1117 |
|
1117 | |||
| 1118 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, |
|
1118 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, | |
| 1119 | xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, |
|
1119 | xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, | |
| 1120 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", |
|
1120 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", | |
| 1121 | XAxisAsTime=True, grid='both' |
|
1121 | XAxisAsTime=True, grid='both' | |
| 1122 | ) |
|
1122 | ) | |
| 1123 |
|
1123 | |||
| 1124 | self.draw() |
|
1124 | self.draw() | |
| 1125 |
|
1125 | |||
| 1126 | if x[1] >= self.axesList[0].xmax: |
|
1126 | if x[1] >= self.axesList[0].xmax: | |
| 1127 | self.counter_imagwr = wr_period |
|
1127 | self.counter_imagwr = wr_period | |
| 1128 | del self.xdata |
|
1128 | del self.xdata | |
| 1129 | del self.ydata |
|
1129 | del self.ydata | |
| 1130 | self.__isConfig = False |
|
1130 | self.__isConfig = False | |
| 1131 |
|
1131 | |||
| 1132 | if self.figfile == None: |
|
1132 | if self.figfile == None: | |
| 1133 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1133 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1134 | self.figfile = self.getFilename(name = str_datetime) |
|
1134 | self.figfile = self.getFilename(name = str_datetime) | |
| 1135 |
|
1135 | |||
| 1136 | if figpath != '': |
|
1136 | if figpath != '': | |
| 1137 | self.counter_imagwr += 1 |
|
1137 | self.counter_imagwr += 1 | |
| 1138 | if (self.counter_imagwr>=wr_period): |
|
1138 | if (self.counter_imagwr>=wr_period): | |
| 1139 | # store png plot to local folder |
|
1139 | # store png plot to local folder | |
| 1140 | self.saveFigure(figpath, self.figfile) |
|
1140 | self.saveFigure(figpath, self.figfile) | |
| 1141 | # store png plot to FTP server according to RT-Web format |
|
1141 | # store png plot to FTP server according to RT-Web format | |
| 1142 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
1142 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 1143 | ftp_filename = os.path.join(figpath, name) |
|
1143 | ftp_filename = os.path.join(figpath, name) | |
| 1144 | self.saveFigure(figpath, ftp_filename) |
|
1144 | self.saveFigure(figpath, ftp_filename) | |
| 1145 | self.counter_imagwr = 0 |
|
1145 | self.counter_imagwr = 0 | |
| 1146 |
|
1146 | |||
| 1147 |
|
1147 | |||
| 1148 | class BeaconPhase(Figure): |
|
1148 | class BeaconPhase(Figure): | |
| 1149 |
|
1149 | |||
| 1150 | __isConfig = None |
|
1150 | __isConfig = None | |
| 1151 | __nsubplots = None |
|
1151 | __nsubplots = None | |
| 1152 |
|
1152 | |||
| 1153 | PREFIX = 'beacon_phase' |
|
1153 | PREFIX = 'beacon_phase' | |
| 1154 |
|
1154 | |||
| 1155 | def __init__(self): |
|
1155 | def __init__(self): | |
| 1156 |
|
1156 | |||
| 1157 | self.timerange = 24*60*60 |
|
1157 | self.timerange = 24*60*60 | |
| 1158 | self.__isConfig = False |
|
1158 | self.__isConfig = False | |
| 1159 | self.__nsubplots = 1 |
|
1159 | self.__nsubplots = 1 | |
| 1160 | self.counter_imagwr = 0 |
|
1160 | self.counter_imagwr = 0 | |
| 1161 | self.WIDTH = 600 |
|
1161 | self.WIDTH = 600 | |
| 1162 | self.HEIGHT = 300 |
|
1162 | self.HEIGHT = 300 | |
| 1163 | self.WIDTHPROF = 120 |
|
1163 | self.WIDTHPROF = 120 | |
| 1164 | self.HEIGHTPROF = 0 |
|
1164 | self.HEIGHTPROF = 0 | |
| 1165 | self.xdata = None |
|
1165 | self.xdata = None | |
| 1166 | self.ydata = None |
|
1166 | self.ydata = None | |
| 1167 |
|
1167 | |||
| 1168 | self.PLOT_CODE = 18 |
|
1168 | self.PLOT_CODE = 18 | |
| 1169 | self.FTP_WEI = None |
|
1169 | self.FTP_WEI = None | |
| 1170 | self.EXP_CODE = None |
|
1170 | self.EXP_CODE = None | |
| 1171 | self.SUB_EXP_CODE = None |
|
1171 | self.SUB_EXP_CODE = None | |
| 1172 | self.PLOT_POS = None |
|
1172 | self.PLOT_POS = None | |
| 1173 |
|
1173 | |||
| 1174 | self.filename_phase = None |
|
1174 | self.filename_phase = None | |
| 1175 |
|
1175 | |||
| 1176 | self.figfile = None |
|
1176 | self.figfile = None | |
| 1177 |
|
1177 | |||
| 1178 | def getSubplots(self): |
|
1178 | def getSubplots(self): | |
| 1179 |
|
1179 | |||
| 1180 | ncol = 1 |
|
1180 | ncol = 1 | |
| 1181 | nrow = 1 |
|
1181 | nrow = 1 | |
| 1182 |
|
1182 | |||
| 1183 | return nrow, ncol |
|
1183 | return nrow, ncol | |
| 1184 |
|
1184 | |||
| 1185 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1185 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1186 |
|
1186 | |||
| 1187 | self.__showprofile = showprofile |
|
1187 | self.__showprofile = showprofile | |
| 1188 | self.nplots = nplots |
|
1188 | self.nplots = nplots | |
| 1189 |
|
1189 | |||
| 1190 | ncolspan = 7 |
|
1190 | ncolspan = 7 | |
| 1191 | colspan = 6 |
|
1191 | colspan = 6 | |
| 1192 | self.__nsubplots = 2 |
|
1192 | self.__nsubplots = 2 | |
| 1193 |
|
1193 | |||
| 1194 | self.createFigure(id = id, |
|
1194 | self.createFigure(id = id, | |
| 1195 | wintitle = wintitle, |
|
1195 | wintitle = wintitle, | |
| 1196 | widthplot = self.WIDTH+self.WIDTHPROF, |
|
1196 | widthplot = self.WIDTH+self.WIDTHPROF, | |
| 1197 | heightplot = self.HEIGHT+self.HEIGHTPROF, |
|
1197 | heightplot = self.HEIGHT+self.HEIGHTPROF, | |
| 1198 | show=show) |
|
1198 | show=show) | |
| 1199 |
|
1199 | |||
| 1200 | nrow, ncol = self.getSubplots() |
|
1200 | nrow, ncol = self.getSubplots() | |
| 1201 |
|
1201 | |||
| 1202 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) |
|
1202 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) | |
| 1203 |
|
1203 | |||
| 1204 | def save_phase(self, filename_phase): |
|
1204 | def save_phase(self, filename_phase): | |
| 1205 | f = open(filename_phase,'w+') |
|
1205 | f = open(filename_phase,'w+') | |
| 1206 | f.write('\n\n') |
|
1206 | f.write('\n\n') | |
| 1207 | f.write('JICAMARCA RADIO OBSERVATORY - Beacon Phase \n') |
|
1207 | f.write('JICAMARCA RADIO OBSERVATORY - Beacon Phase \n') | |
| 1208 | f.write('DD MM YYYY HH MM SS pair(2,0) pair(2,1) pair(2,3) pair(2,4)\n\n' ) |
|
1208 | f.write('DD MM YYYY HH MM SS pair(2,0) pair(2,1) pair(2,3) pair(2,4)\n\n' ) | |
| 1209 | f.close() |
|
1209 | f.close() | |
| 1210 |
|
1210 | |||
| 1211 | def save_data(self, filename_phase, data, data_datetime): |
|
1211 | def save_data(self, filename_phase, data, data_datetime): | |
| 1212 | f=open(filename_phase,'a') |
|
1212 | f=open(filename_phase,'a') | |
| 1213 | timetuple_data = data_datetime.timetuple() |
|
1213 | timetuple_data = data_datetime.timetuple() | |
| 1214 | day = str(timetuple_data.tm_mday) |
|
1214 | day = str(timetuple_data.tm_mday) | |
| 1215 | month = str(timetuple_data.tm_mon) |
|
1215 | month = str(timetuple_data.tm_mon) | |
| 1216 | year = str(timetuple_data.tm_year) |
|
1216 | year = str(timetuple_data.tm_year) | |
| 1217 | hour = str(timetuple_data.tm_hour) |
|
1217 | hour = str(timetuple_data.tm_hour) | |
| 1218 | minute = str(timetuple_data.tm_min) |
|
1218 | minute = str(timetuple_data.tm_min) | |
| 1219 | second = str(timetuple_data.tm_sec) |
|
1219 | second = str(timetuple_data.tm_sec) | |
| 1220 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' '+str(data[0])+' '+str(data[1])+' '+str(data[2])+' '+str(data[3])+'\n') |
|
1220 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' '+str(data[0])+' '+str(data[1])+' '+str(data[2])+' '+str(data[3])+'\n') | |
| 1221 | f.close() |
|
1221 | f.close() | |
| 1222 |
|
1222 | |||
| 1223 |
|
1223 | |||
| 1224 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', |
|
1224 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', | |
| 1225 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1225 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1226 | timerange=None, |
|
1226 | timerange=None, | |
| 1227 | save=False, figpath='', figfile=None, show=True, ftp=False, wr_period=1, |
|
1227 | save=False, figpath='', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1228 | server=None, folder=None, username=None, password=None, |
|
1228 | server=None, folder=None, username=None, password=None, | |
| 1229 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1229 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1230 |
|
1230 | |||
| 1231 | if pairsList == None: |
|
1231 | if pairsList == None: | |
| 1232 | pairsIndexList = dataOut.pairsIndexList |
|
1232 | pairsIndexList = dataOut.pairsIndexList | |
| 1233 | else: |
|
1233 | else: | |
| 1234 | pairsIndexList = [] |
|
1234 | pairsIndexList = [] | |
| 1235 | for pair in pairsList: |
|
1235 | for pair in pairsList: | |
| 1236 | if pair not in dataOut.pairsList: |
|
1236 | if pair not in dataOut.pairsList: | |
| 1237 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) |
|
1237 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) | |
| 1238 | pairsIndexList.append(dataOut.pairsList.index(pair)) |
|
1238 | pairsIndexList.append(dataOut.pairsList.index(pair)) | |
| 1239 |
|
1239 | |||
| 1240 | if pairsIndexList == []: |
|
1240 | if pairsIndexList == []: | |
| 1241 | return |
|
1241 | return | |
| 1242 |
|
1242 | |||
| 1243 | # if len(pairsIndexList) > 4: |
|
1243 | # if len(pairsIndexList) > 4: | |
| 1244 | # pairsIndexList = pairsIndexList[0:4] |
|
1244 | # pairsIndexList = pairsIndexList[0:4] | |
| 1245 |
|
1245 | |||
| 1246 | if timerange != None: |
|
1246 | if timerange != None: | |
| 1247 | self.timerange = timerange |
|
1247 | self.timerange = timerange | |
| 1248 |
|
1248 | |||
| 1249 | tmin = None |
|
1249 | tmin = None | |
| 1250 | tmax = None |
|
1250 | tmax = None | |
| 1251 | x = dataOut.getTimeRange() |
|
1251 | x = dataOut.getTimeRange() | |
| 1252 | y = dataOut.getHeiRange() |
|
1252 | y = dataOut.getHeiRange() | |
| 1253 |
|
1253 | |||
| 1254 |
|
1254 | |||
| 1255 | #thisDatetime = dataOut.datatime |
|
1255 | #thisDatetime = dataOut.datatime | |
| 1256 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) |
|
1256 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[1]) | |
| 1257 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1257 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1258 | xlabel = "Local Time" |
|
1258 | xlabel = "Local Time" | |
| 1259 | ylabel = "Phase" |
|
1259 | ylabel = "Phase" | |
| 1260 |
|
1260 | |||
| 1261 | nplots = len(pairsIndexList) |
|
1261 | nplots = len(pairsIndexList) | |
| 1262 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) |
|
1262 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) | |
| 1263 | phase_beacon = numpy.zeros(len(pairsIndexList)) |
|
1263 | phase_beacon = numpy.zeros(len(pairsIndexList)) | |
| 1264 | for i in range(nplots): |
|
1264 | for i in range(nplots): | |
| 1265 | pair = dataOut.pairsList[pairsIndexList[i]] |
|
1265 | pair = dataOut.pairsList[pairsIndexList[i]] | |
| 1266 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i],:,:],axis=0) |
|
1266 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i],:,:],axis=0) | |
| 1267 | powa = numpy.average(dataOut.data_spc[pair[0],:,:],axis=0) |
|
1267 | powa = numpy.average(dataOut.data_spc[pair[0],:,:],axis=0) | |
| 1268 | powb = numpy.average(dataOut.data_spc[pair[1],:,:],axis=0) |
|
1268 | powb = numpy.average(dataOut.data_spc[pair[1],:,:],axis=0) | |
| 1269 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) |
|
1269 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) | |
| 1270 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi |
|
1270 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi | |
| 1271 |
|
1271 | |||
| 1272 | #print "Phase %d%d" %(pair[0], pair[1]) |
|
1272 | #print "Phase %d%d" %(pair[0], pair[1]) | |
| 1273 | #print phase[dataOut.beacon_heiIndexList] |
|
1273 | #print phase[dataOut.beacon_heiIndexList] | |
| 1274 |
|
1274 | |||
| 1275 | phase_beacon[i] = numpy.average(phase[dataOut.beacon_heiIndexList]) |
|
1275 | phase_beacon[i] = numpy.average(phase[dataOut.beacon_heiIndexList]) | |
| 1276 |
|
1276 | |||
| 1277 | if not self.__isConfig: |
|
1277 | if not self.__isConfig: | |
| 1278 |
|
1278 | |||
| 1279 | nplots = len(pairsIndexList) |
|
1279 | nplots = len(pairsIndexList) | |
| 1280 |
|
1280 | |||
| 1281 | self.setup(id=id, |
|
1281 | self.setup(id=id, | |
| 1282 | nplots=nplots, |
|
1282 | nplots=nplots, | |
| 1283 | wintitle=wintitle, |
|
1283 | wintitle=wintitle, | |
| 1284 | showprofile=showprofile, |
|
1284 | showprofile=showprofile, | |
| 1285 | show=show) |
|
1285 | show=show) | |
| 1286 |
|
1286 | |||
| 1287 | tmin, tmax = self.getTimeLim(x, xmin, xmax) |
|
1287 | tmin, tmax = self.getTimeLim(x, xmin, xmax) | |
| 1288 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 |
|
1288 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 | |
| 1289 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 |
|
1289 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 | |
| 1290 |
|
1290 | |||
| 1291 | self.FTP_WEI = ftp_wei |
|
1291 | self.FTP_WEI = ftp_wei | |
| 1292 | self.EXP_CODE = exp_code |
|
1292 | self.EXP_CODE = exp_code | |
| 1293 | self.SUB_EXP_CODE = sub_exp_code |
|
1293 | self.SUB_EXP_CODE = sub_exp_code | |
| 1294 | self.PLOT_POS = plot_pos |
|
1294 | self.PLOT_POS = plot_pos | |
| 1295 |
|
1295 | |||
| 1296 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1296 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1297 | self.__isConfig = True |
|
1297 | self.__isConfig = True | |
| 1298 | self.figfile = figfile |
|
1298 | self.figfile = figfile | |
| 1299 | self.xdata = numpy.array([]) |
|
1299 | self.xdata = numpy.array([]) | |
| 1300 | self.ydata = numpy.array([]) |
|
1300 | self.ydata = numpy.array([]) | |
| 1301 |
|
1301 | |||
| 1302 | #open file beacon phase |
|
1302 | #open file beacon phase | |
| 1303 | path = '%s%03d' %(self.PREFIX, self.id) |
|
1303 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 1304 | beacon_file = os.path.join(path,'%s.txt'%self.name) |
|
1304 | beacon_file = os.path.join(path,'%s.txt'%self.name) | |
| 1305 | self.filename_phase = os.path.join(figpath,beacon_file) |
|
1305 | self.filename_phase = os.path.join(figpath,beacon_file) | |
| 1306 | #self.save_phase(self.filename_phase) |
|
1306 | #self.save_phase(self.filename_phase) | |
| 1307 |
|
1307 | |||
| 1308 |
|
1308 | |||
| 1309 | #store data beacon phase |
|
1309 | #store data beacon phase | |
| 1310 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) |
|
1310 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) | |
| 1311 |
|
1311 | |||
| 1312 | self.setWinTitle(title) |
|
1312 | self.setWinTitle(title) | |
| 1313 |
|
1313 | |||
| 1314 |
|
1314 | |||
| 1315 | title = "Beacon Signal %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1315 | title = "Beacon Signal %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1316 |
|
1316 | |||
| 1317 | legendlabels = ["pairs %d%d"%(pair[0], pair[1]) for pair in dataOut.pairsList] |
|
1317 | legendlabels = ["pairs %d%d"%(pair[0], pair[1]) for pair in dataOut.pairsList] | |
| 1318 |
|
1318 | |||
| 1319 | axes = self.axesList[0] |
|
1319 | axes = self.axesList[0] | |
| 1320 |
|
1320 | |||
| 1321 | self.xdata = numpy.hstack((self.xdata, x[0:1])) |
|
1321 | self.xdata = numpy.hstack((self.xdata, x[0:1])) | |
| 1322 |
|
1322 | |||
| 1323 | if len(self.ydata)==0: |
|
1323 | if len(self.ydata)==0: | |
| 1324 | self.ydata = phase_beacon.reshape(-1,1) |
|
1324 | self.ydata = phase_beacon.reshape(-1,1) | |
| 1325 | else: |
|
1325 | else: | |
| 1326 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) |
|
1326 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) | |
| 1327 |
|
1327 | |||
| 1328 |
|
1328 | |||
| 1329 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, |
|
1329 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, | |
| 1330 | xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, |
|
1330 | xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, | |
| 1331 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", |
|
1331 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", | |
| 1332 | XAxisAsTime=True, grid='both' |
|
1332 | XAxisAsTime=True, grid='both' | |
| 1333 | ) |
|
1333 | ) | |
| 1334 |
|
1334 | |||
| 1335 | self.draw() |
|
1335 | self.draw() | |
| 1336 |
|
1336 | |||
| 1337 | if x[1] >= self.axesList[0].xmax: |
|
1337 | if x[1] >= self.axesList[0].xmax: | |
| 1338 | self.counter_imagwr = wr_period |
|
1338 | self.counter_imagwr = wr_period | |
| 1339 | del self.xdata |
|
1339 | del self.xdata | |
| 1340 | del self.ydata |
|
1340 | del self.ydata | |
| 1341 | self.__isConfig = False |
|
1341 | self.__isConfig = False | |
| 1342 |
|
1342 | |||
| 1343 | if self.figfile == None: |
|
1343 | if self.figfile == None: | |
| 1344 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1344 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1345 | self.figfile = self.getFilename(name = str_datetime) |
|
1345 | self.figfile = self.getFilename(name = str_datetime) | |
| 1346 |
|
1346 | |||
| 1347 | if figpath != '': |
|
1347 | if figpath != '': | |
| 1348 | self.counter_imagwr += 1 |
|
1348 | self.counter_imagwr += 1 | |
| 1349 | if (self.counter_imagwr>=wr_period): |
|
1349 | if (self.counter_imagwr>=wr_period): | |
| 1350 | # store png plot to local folder |
|
1350 | # store png plot to local folder | |
| 1351 | self.saveFigure(figpath, self.figfile) |
|
1351 | self.saveFigure(figpath, self.figfile) | |
| 1352 | # store png plot to FTP server according to RT-Web format |
|
1352 | # store png plot to FTP server according to RT-Web format | |
| 1353 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
1353 | name = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 1354 | ftp_filename = os.path.join(figpath, name) |
|
1354 | ftp_filename = os.path.join(figpath, name) | |
| 1355 | self.saveFigure(figpath, ftp_filename) |
|
1355 | self.saveFigure(figpath, ftp_filename) | |
| 1356 | self.counter_imagwr = 0 |
|
1356 | self.counter_imagwr = 0 | |
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