| @@ -1,661 +1,661 | |||||
| 1 | import os |
|
1 | import os | |
| 2 | import numpy |
|
2 | import numpy | |
| 3 | import time, datetime |
|
3 | import time, datetime | |
| 4 | import mpldriver |
|
4 | import mpldriver | |
| 5 |
|
5 | |||
| 6 | from schainpy.model.proc.jroproc_base import Operation |
|
6 | from schainpy.model.proc.jroproc_base import Operation | |
| 7 |
|
7 | |||
| 8 | def isTimeInHourRange(datatime, xmin, xmax): |
|
8 | def isTimeInHourRange(datatime, xmin, xmax): | |
| 9 |
|
9 | |||
| 10 | if xmin == None or xmax == None: |
|
10 | if xmin == None or xmax == None: | |
| 11 | return 1 |
|
11 | return 1 | |
| 12 | hour = datatime.hour + datatime.minute/60.0 |
|
12 | hour = datatime.hour + datatime.minute/60.0 | |
| 13 |
|
13 | |||
| 14 | if xmin < (xmax % 24): |
|
14 | if xmin < (xmax % 24): | |
| 15 |
|
15 | |||
| 16 | if hour >= xmin and hour <= xmax: |
|
16 | if hour >= xmin and hour <= xmax: | |
| 17 | return 1 |
|
17 | return 1 | |
| 18 | else: |
|
18 | else: | |
| 19 | return 0 |
|
19 | return 0 | |
| 20 |
|
20 | |||
| 21 | else: |
|
21 | else: | |
| 22 |
|
22 | |||
| 23 | if hour >= xmin or hour <= (xmax % 24): |
|
23 | if hour >= xmin or hour <= (xmax % 24): | |
| 24 | return 1 |
|
24 | return 1 | |
| 25 | else: |
|
25 | else: | |
| 26 | return 0 |
|
26 | return 0 | |
| 27 |
|
27 | |||
| 28 | return 0 |
|
28 | return 0 | |
| 29 |
|
29 | |||
| 30 | def isRealtime(utcdatatime): |
|
30 | def isRealtime(utcdatatime): | |
| 31 |
|
31 | |||
| 32 | utcnow = time.mktime(time.localtime()) |
|
32 | utcnow = time.mktime(time.localtime()) | |
| 33 | delta = abs(utcnow - utcdatatime) # abs |
|
33 | delta = abs(utcnow - utcdatatime) # abs | |
| 34 | if delta >= 30.: |
|
34 | if delta >= 30.: | |
| 35 | return False |
|
35 | return False | |
| 36 | return True |
|
36 | return True | |
| 37 |
|
37 | |||
| 38 | class Figure(Operation): |
|
38 | class Figure(Operation): | |
| 39 |
|
39 | |||
| 40 | __driver = mpldriver |
|
40 | __driver = mpldriver | |
| 41 | fig = None |
|
41 | fig = None | |
| 42 |
|
42 | |||
| 43 | id = None |
|
43 | id = None | |
| 44 | wintitle = None |
|
44 | wintitle = None | |
| 45 | width = None |
|
45 | width = None | |
| 46 | height = None |
|
46 | height = None | |
| 47 | nplots = None |
|
47 | nplots = None | |
| 48 | timerange = None |
|
48 | timerange = None | |
| 49 |
|
49 | |||
| 50 | axesObjList = [] |
|
50 | axesObjList = [] | |
| 51 |
|
51 | |||
| 52 | WIDTH = 300 |
|
52 | WIDTH = 300 | |
| 53 | HEIGHT = 200 |
|
53 | HEIGHT = 200 | |
| 54 | PREFIX = 'fig' |
|
54 | PREFIX = 'fig' | |
| 55 |
|
55 | |||
| 56 | xmin = None |
|
56 | xmin = None | |
| 57 | xmax = None |
|
57 | xmax = None | |
| 58 |
|
58 | |||
| 59 | counter_imagwr = 0 |
|
59 | counter_imagwr = 0 | |
| 60 |
|
60 | |||
| 61 | figfile = None |
|
61 | figfile = None | |
| 62 |
|
62 | |||
| 63 | created = False |
|
63 | created = False | |
| 64 |
|
64 | |||
| 65 | def __init__(self): |
|
65 | def __init__(self): | |
| 66 |
|
66 | |||
| 67 | raise NotImplementedError |
|
67 | raise NotImplementedError | |
| 68 |
|
68 | |||
| 69 | def __del__(self): |
|
69 | def __del__(self): | |
| 70 |
|
70 | |||
| 71 | self.__driver.closeFigure() |
|
71 | self.__driver.closeFigure() | |
| 72 |
|
72 | |||
| 73 | def getFilename(self, name, ext='.png'): |
|
73 | def getFilename(self, name, ext='.png'): | |
| 74 |
|
74 | |||
| 75 | path = '%s%03d' %(self.PREFIX, self.id) |
|
75 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 76 | filename = '%s_%s%s' %(self.PREFIX, name, ext) |
|
76 | filename = '%s_%s%s' %(self.PREFIX, name, ext) | |
| 77 | return os.path.join(path, filename) |
|
77 | return os.path.join(path, filename) | |
| 78 |
|
78 | |||
| 79 | def getAxesObjList(self): |
|
79 | def getAxesObjList(self): | |
| 80 |
|
80 | |||
| 81 | return self.axesObjList |
|
81 | return self.axesObjList | |
| 82 |
|
82 | |||
| 83 | def getSubplots(self): |
|
83 | def getSubplots(self): | |
| 84 |
|
84 | |||
| 85 | raise NotImplementedError |
|
85 | raise NotImplementedError | |
| 86 |
|
86 | |||
| 87 | def getScreenDim(self, widthplot, heightplot): |
|
87 | def getScreenDim(self, widthplot, heightplot): | |
| 88 |
|
88 | |||
| 89 | nrow, ncol = self.getSubplots() |
|
89 | nrow, ncol = self.getSubplots() | |
| 90 |
|
90 | |||
| 91 | widthscreen = widthplot*ncol |
|
91 | widthscreen = widthplot*ncol | |
| 92 | heightscreen = heightplot*nrow |
|
92 | heightscreen = heightplot*nrow | |
| 93 |
|
93 | |||
| 94 | return widthscreen, heightscreen |
|
94 | return widthscreen, heightscreen | |
| 95 |
|
95 | |||
| 96 | def getTimeLim(self, x, xmin=None, xmax=None, timerange=None): |
|
96 | def getTimeLim(self, x, xmin=None, xmax=None, timerange=None): | |
| 97 |
|
97 | |||
| 98 | # if self.xmin != None and self.xmax != None: |
|
98 | # if self.xmin != None and self.xmax != None: | |
| 99 | # if timerange == None: |
|
99 | # if timerange == None: | |
| 100 | # timerange = self.xmax - self.xmin |
|
100 | # timerange = self.xmax - self.xmin | |
| 101 | # xmin = self.xmin + timerange |
|
101 | # xmin = self.xmin + timerange | |
| 102 | # xmax = self.xmax + timerange |
|
102 | # xmax = self.xmax + timerange | |
| 103 | # |
|
103 | # | |
| 104 | # return xmin, xmax |
|
104 | # return xmin, xmax | |
| 105 |
|
105 | |||
| 106 | if timerange == None and (xmin==None or xmax==None): |
|
106 | if timerange == None and (xmin==None or xmax==None): | |
| 107 | timerange = 14400 #seconds |
|
107 | timerange = 14400 #seconds | |
| 108 |
|
108 | |||
| 109 | if timerange != None: |
|
109 | if timerange != None: | |
| 110 | txmin = x[0] #- x[0] % min(timerange/10, 10*60) |
|
110 | txmin = x[0] #- x[0] % min(timerange/10, 10*60) | |
| 111 | else: |
|
111 | else: | |
| 112 | txmin = x[0] #- x[0] % 10*60 |
|
112 | txmin = x[0] #- x[0] % 10*60 | |
| 113 |
|
113 | |||
| 114 | thisdatetime = datetime.datetime.utcfromtimestamp(txmin) |
|
114 | thisdatetime = datetime.datetime.utcfromtimestamp(txmin) | |
| 115 | thisdate = datetime.datetime.combine(thisdatetime.date(), datetime.time(0,0,0)) |
|
115 | thisdate = datetime.datetime.combine(thisdatetime.date(), datetime.time(0,0,0)) | |
| 116 |
|
116 | |||
| 117 | if timerange != None: |
|
117 | if timerange != None: | |
| 118 | xmin = (thisdatetime - thisdate).seconds/(60*60.) |
|
118 | xmin = (thisdatetime - thisdate).seconds/(60*60.) | |
| 119 | xmax = xmin + timerange/(60*60.) |
|
119 | xmax = xmin + timerange/(60*60.) | |
| 120 |
|
120 | |||
| 121 | d1970 = datetime.datetime(1970,1,1) |
|
121 | d1970 = datetime.datetime(1970,1,1) | |
| 122 |
|
122 | |||
| 123 | mindt = thisdate + datetime.timedelta(hours=xmin) #- datetime.timedelta(seconds=time.timezone) |
|
123 | mindt = thisdate + datetime.timedelta(hours=xmin) #- datetime.timedelta(seconds=time.timezone) | |
| 124 | xmin_sec = (mindt - d1970).total_seconds() #time.mktime(mindt.timetuple()) - time.timezone |
|
124 | xmin_sec = (mindt - d1970).total_seconds() #time.mktime(mindt.timetuple()) - time.timezone | |
| 125 |
|
125 | |||
| 126 | maxdt = thisdate + datetime.timedelta(hours=xmax) #- datetime.timedelta(seconds=time.timezone) |
|
126 | maxdt = thisdate + datetime.timedelta(hours=xmax) #- datetime.timedelta(seconds=time.timezone) | |
| 127 | xmax_sec = (maxdt - d1970).total_seconds() #time.mktime(maxdt.timetuple()) - time.timezone |
|
127 | xmax_sec = (maxdt - d1970).total_seconds() #time.mktime(maxdt.timetuple()) - time.timezone | |
| 128 |
|
128 | |||
| 129 | return xmin_sec, xmax_sec |
|
129 | return xmin_sec, xmax_sec | |
| 130 |
|
130 | |||
| 131 | def init(self, id, nplots, wintitle): |
|
131 | def init(self, id, nplots, wintitle): | |
| 132 |
|
132 | |||
| 133 |
raise NotImplementedError, "This method has been replaced |
|
133 | raise NotImplementedError, "This method has been replaced by createFigure" | |
| 134 |
|
134 | |||
| 135 | def createFigure(self, id, wintitle, widthplot=None, heightplot=None, show=True): |
|
135 | def createFigure(self, id, wintitle, widthplot=None, heightplot=None, show=True): | |
| 136 |
|
136 | |||
| 137 | """ |
|
137 | """ | |
| 138 | Crea la figura de acuerdo al driver y parametros seleccionados seleccionados. |
|
138 | Crea la figura de acuerdo al driver y parametros seleccionados seleccionados. | |
| 139 | Las dimensiones de la pantalla es calculada a partir de los atributos self.WIDTH |
|
139 | Las dimensiones de la pantalla es calculada a partir de los atributos self.WIDTH | |
| 140 | y self.HEIGHT y el numero de subplots (nrow, ncol) |
|
140 | y self.HEIGHT y el numero de subplots (nrow, ncol) | |
| 141 |
|
141 | |||
| 142 | Input: |
|
142 | Input: | |
| 143 | id : Los parametros necesarios son |
|
143 | id : Los parametros necesarios son | |
| 144 | wintitle : |
|
144 | wintitle : | |
| 145 |
|
145 | |||
| 146 | """ |
|
146 | """ | |
| 147 |
|
147 | |||
| 148 | if widthplot == None: |
|
148 | if widthplot == None: | |
| 149 | widthplot = self.WIDTH |
|
149 | widthplot = self.WIDTH | |
| 150 |
|
150 | |||
| 151 | if heightplot == None: |
|
151 | if heightplot == None: | |
| 152 | heightplot = self.HEIGHT |
|
152 | heightplot = self.HEIGHT | |
| 153 |
|
153 | |||
| 154 | self.id = id |
|
154 | self.id = id | |
| 155 |
|
155 | |||
| 156 | self.wintitle = wintitle |
|
156 | self.wintitle = wintitle | |
| 157 |
|
157 | |||
| 158 | self.widthscreen, self.heightscreen = self.getScreenDim(widthplot, heightplot) |
|
158 | self.widthscreen, self.heightscreen = self.getScreenDim(widthplot, heightplot) | |
| 159 |
|
159 | |||
| 160 | # if self.created: |
|
160 | # if self.created: | |
| 161 | # self.__driver.closeFigure(self.fig) |
|
161 | # self.__driver.closeFigure(self.fig) | |
| 162 |
|
162 | |||
| 163 | if not self.created: |
|
163 | if not self.created: | |
| 164 | self.fig = self.__driver.createFigure(id=self.id, |
|
164 | self.fig = self.__driver.createFigure(id=self.id, | |
| 165 | wintitle=self.wintitle, |
|
165 | wintitle=self.wintitle, | |
| 166 | width=self.widthscreen, |
|
166 | width=self.widthscreen, | |
| 167 | height=self.heightscreen, |
|
167 | height=self.heightscreen, | |
| 168 | show=show) |
|
168 | show=show) | |
| 169 | else: |
|
169 | else: | |
| 170 | self.__driver.clearFigure(self.fig) |
|
170 | self.__driver.clearFigure(self.fig) | |
| 171 |
|
171 | |||
| 172 | self.axesObjList = [] |
|
172 | self.axesObjList = [] | |
| 173 | self.counter_imagwr = 0 |
|
173 | self.counter_imagwr = 0 | |
| 174 |
|
174 | |||
| 175 | self.created = True |
|
175 | self.created = True | |
| 176 |
|
176 | |||
| 177 | def setDriver(self, driver=mpldriver): |
|
177 | def setDriver(self, driver=mpldriver): | |
| 178 |
|
178 | |||
| 179 | self.__driver = driver |
|
179 | self.__driver = driver | |
| 180 |
|
180 | |||
| 181 | def setTitle(self, title): |
|
181 | def setTitle(self, title): | |
| 182 |
|
182 | |||
| 183 | self.__driver.setTitle(self.fig, title) |
|
183 | self.__driver.setTitle(self.fig, title) | |
| 184 |
|
184 | |||
| 185 | def setWinTitle(self, title): |
|
185 | def setWinTitle(self, title): | |
| 186 |
|
186 | |||
| 187 | self.__driver.setWinTitle(self.fig, title=title) |
|
187 | self.__driver.setWinTitle(self.fig, title=title) | |
| 188 |
|
188 | |||
| 189 | def setTextFromAxes(self, text): |
|
189 | def setTextFromAxes(self, text): | |
| 190 |
|
190 | |||
| 191 | raise NotImplementedError, "This method has been replaced with Axes.setText" |
|
191 | raise NotImplementedError, "This method has been replaced with Axes.setText" | |
| 192 |
|
192 | |||
| 193 | def makeAxes(self, nrow, ncol, xpos, ypos, colspan, rowspan): |
|
193 | def makeAxes(self, nrow, ncol, xpos, ypos, colspan, rowspan): | |
| 194 |
|
194 | |||
| 195 | raise NotImplementedError, "This method has been replaced with Axes.addAxes" |
|
195 | raise NotImplementedError, "This method has been replaced with Axes.addAxes" | |
| 196 |
|
196 | |||
| 197 | def addAxes(self, *args): |
|
197 | def addAxes(self, *args): | |
| 198 | """ |
|
198 | """ | |
| 199 |
|
199 | |||
| 200 | Input: |
|
200 | Input: | |
| 201 | *args : Los parametros necesarios son |
|
201 | *args : Los parametros necesarios son | |
| 202 | nrow, ncol, xpos, ypos, colspan, rowspan |
|
202 | nrow, ncol, xpos, ypos, colspan, rowspan | |
| 203 | """ |
|
203 | """ | |
| 204 |
|
204 | |||
| 205 | axesObj = Axes(self.fig, *args) |
|
205 | axesObj = Axes(self.fig, *args) | |
| 206 | self.axesObjList.append(axesObj) |
|
206 | self.axesObjList.append(axesObj) | |
| 207 |
|
207 | |||
| 208 | def saveFigure(self, figpath, figfile, *args): |
|
208 | def saveFigure(self, figpath, figfile, *args): | |
| 209 |
|
209 | |||
| 210 | filename = os.path.join(figpath, figfile) |
|
210 | filename = os.path.join(figpath, figfile) | |
| 211 |
|
211 | |||
| 212 | fullpath = os.path.split(filename)[0] |
|
212 | fullpath = os.path.split(filename)[0] | |
| 213 |
|
213 | |||
| 214 | if not os.path.exists(fullpath): |
|
214 | if not os.path.exists(fullpath): | |
| 215 | subpath = os.path.split(fullpath)[0] |
|
215 | subpath = os.path.split(fullpath)[0] | |
| 216 |
|
216 | |||
| 217 | if not os.path.exists(subpath): |
|
217 | if not os.path.exists(subpath): | |
| 218 | os.mkdir(subpath) |
|
218 | os.mkdir(subpath) | |
| 219 |
|
219 | |||
| 220 | os.mkdir(fullpath) |
|
220 | os.mkdir(fullpath) | |
| 221 |
|
221 | |||
| 222 | self.__driver.saveFigure(self.fig, filename, *args) |
|
222 | self.__driver.saveFigure(self.fig, filename, *args) | |
| 223 |
|
223 | |||
| 224 | def save(self, figpath, figfile=None, save=True, ftp=False, wr_period=1, thisDatetime=None, update_figfile=True): |
|
224 | def save(self, figpath, figfile=None, save=True, ftp=False, wr_period=1, thisDatetime=None, update_figfile=True): | |
| 225 |
|
225 | |||
| 226 | self.counter_imagwr += 1 |
|
226 | self.counter_imagwr += 1 | |
| 227 | if self.counter_imagwr < wr_period: |
|
227 | if self.counter_imagwr < wr_period: | |
| 228 | return |
|
228 | return | |
| 229 |
|
229 | |||
| 230 | self.counter_imagwr = 0 |
|
230 | self.counter_imagwr = 0 | |
| 231 |
|
231 | |||
| 232 | if save: |
|
232 | if save: | |
| 233 |
|
233 | |||
| 234 | if not figfile: |
|
234 | if not figfile: | |
| 235 |
|
235 | |||
| 236 | if not thisDatetime: |
|
236 | if not thisDatetime: | |
| 237 | raise ValueError, "Saving figure: figfile or thisDatetime should be defined" |
|
237 | raise ValueError, "Saving figure: figfile or thisDatetime should be defined" | |
| 238 | return |
|
238 | return | |
| 239 |
|
239 | |||
| 240 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
240 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 241 | figfile = self.getFilename(name = str_datetime) |
|
241 | figfile = self.getFilename(name = str_datetime) | |
| 242 |
|
242 | |||
| 243 | if self.figfile == None: |
|
243 | if self.figfile == None: | |
| 244 | self.figfile = figfile |
|
244 | self.figfile = figfile | |
| 245 |
|
245 | |||
| 246 | if update_figfile: |
|
246 | if update_figfile: | |
| 247 | self.figfile = figfile |
|
247 | self.figfile = figfile | |
| 248 |
|
248 | |||
| 249 | # store png plot to local folder |
|
249 | # store png plot to local folder | |
| 250 | self.saveFigure(figpath, self.figfile) |
|
250 | self.saveFigure(figpath, self.figfile) | |
| 251 |
|
251 | |||
| 252 |
|
252 | |||
| 253 | if not ftp: |
|
253 | if not ftp: | |
| 254 | return |
|
254 | return | |
| 255 |
|
255 | |||
| 256 | if not thisDatetime: |
|
256 | if not thisDatetime: | |
| 257 | return |
|
257 | return | |
| 258 |
|
258 | |||
| 259 | # store png plot to FTP server according to RT-Web format |
|
259 | # store png plot to FTP server according to RT-Web format | |
| 260 | ftp_filename = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) |
|
260 | ftp_filename = self.getNameToFtp(thisDatetime, self.FTP_WEI, self.EXP_CODE, self.SUB_EXP_CODE, self.PLOT_CODE, self.PLOT_POS) | |
| 261 | # ftp_filename = os.path.join(figpath, name) |
|
261 | # ftp_filename = os.path.join(figpath, name) | |
| 262 | self.saveFigure(figpath, ftp_filename) |
|
262 | self.saveFigure(figpath, ftp_filename) | |
| 263 |
|
263 | |||
| 264 | def getNameToFtp(self, thisDatetime, FTP_WEI, EXP_CODE, SUB_EXP_CODE, PLOT_CODE, PLOT_POS): |
|
264 | def getNameToFtp(self, thisDatetime, FTP_WEI, EXP_CODE, SUB_EXP_CODE, PLOT_CODE, PLOT_POS): | |
| 265 | YEAR_STR = '%4.4d'%thisDatetime.timetuple().tm_year |
|
265 | YEAR_STR = '%4.4d'%thisDatetime.timetuple().tm_year | |
| 266 | DOY_STR = '%3.3d'%thisDatetime.timetuple().tm_yday |
|
266 | DOY_STR = '%3.3d'%thisDatetime.timetuple().tm_yday | |
| 267 | FTP_WEI = '%2.2d'%FTP_WEI |
|
267 | FTP_WEI = '%2.2d'%FTP_WEI | |
| 268 | EXP_CODE = '%3.3d'%EXP_CODE |
|
268 | EXP_CODE = '%3.3d'%EXP_CODE | |
| 269 | SUB_EXP_CODE = '%2.2d'%SUB_EXP_CODE |
|
269 | SUB_EXP_CODE = '%2.2d'%SUB_EXP_CODE | |
| 270 | PLOT_CODE = '%2.2d'%PLOT_CODE |
|
270 | PLOT_CODE = '%2.2d'%PLOT_CODE | |
| 271 | PLOT_POS = '%2.2d'%PLOT_POS |
|
271 | PLOT_POS = '%2.2d'%PLOT_POS | |
| 272 | name = YEAR_STR + DOY_STR + FTP_WEI + EXP_CODE + SUB_EXP_CODE + PLOT_CODE + PLOT_POS |
|
272 | name = YEAR_STR + DOY_STR + FTP_WEI + EXP_CODE + SUB_EXP_CODE + PLOT_CODE + PLOT_POS | |
| 273 | return name |
|
273 | return name | |
| 274 |
|
274 | |||
| 275 | def draw(self): |
|
275 | def draw(self): | |
| 276 |
|
276 | |||
| 277 | self.__driver.draw(self.fig) |
|
277 | self.__driver.draw(self.fig) | |
| 278 |
|
278 | |||
| 279 | def run(self): |
|
279 | def run(self): | |
| 280 |
|
280 | |||
| 281 | raise NotImplementedError |
|
281 | raise NotImplementedError | |
| 282 |
|
282 | |||
| 283 | def close(self, show=False): |
|
283 | def close(self, show=False): | |
| 284 |
|
284 | |||
| 285 | self.__driver.closeFigure(show=show, fig=self.fig) |
|
285 | self.__driver.closeFigure(show=show, fig=self.fig) | |
| 286 |
|
286 | |||
| 287 | axesList = property(getAxesObjList) |
|
287 | axesList = property(getAxesObjList) | |
| 288 |
|
288 | |||
| 289 |
|
289 | |||
| 290 | class Axes: |
|
290 | class Axes: | |
| 291 |
|
291 | |||
| 292 | __driver = mpldriver |
|
292 | __driver = mpldriver | |
| 293 | fig = None |
|
293 | fig = None | |
| 294 | ax = None |
|
294 | ax = None | |
| 295 | plot = None |
|
295 | plot = None | |
| 296 | __missing = 1E30 |
|
296 | __missing = 1E30 | |
| 297 | __firsttime = None |
|
297 | __firsttime = None | |
| 298 |
|
298 | |||
| 299 | __showprofile = False |
|
299 | __showprofile = False | |
| 300 |
|
300 | |||
| 301 | xmin = None |
|
301 | xmin = None | |
| 302 | xmax = None |
|
302 | xmax = None | |
| 303 | ymin = None |
|
303 | ymin = None | |
| 304 | ymax = None |
|
304 | ymax = None | |
| 305 | zmin = None |
|
305 | zmin = None | |
| 306 | zmax = None |
|
306 | zmax = None | |
| 307 |
|
307 | |||
| 308 | x_buffer = None |
|
308 | x_buffer = None | |
| 309 | z_buffer = None |
|
309 | z_buffer = None | |
| 310 |
|
310 | |||
| 311 | decimationx = None |
|
311 | decimationx = None | |
| 312 | decimationy = None |
|
312 | decimationy = None | |
| 313 |
|
313 | |||
| 314 | __MAXNUMX = 200 |
|
314 | __MAXNUMX = 200 | |
| 315 | __MAXNUMY = 400 |
|
315 | __MAXNUMY = 400 | |
| 316 |
|
316 | |||
| 317 | __MAXNUMTIME = 500 |
|
317 | __MAXNUMTIME = 500 | |
| 318 |
|
318 | |||
| 319 | def __init__(self, *args): |
|
319 | def __init__(self, *args): | |
| 320 |
|
320 | |||
| 321 | """ |
|
321 | """ | |
| 322 |
|
322 | |||
| 323 | Input: |
|
323 | Input: | |
| 324 | *args : Los parametros necesarios son |
|
324 | *args : Los parametros necesarios son | |
| 325 | fig, nrow, ncol, xpos, ypos, colspan, rowspan |
|
325 | fig, nrow, ncol, xpos, ypos, colspan, rowspan | |
| 326 | """ |
|
326 | """ | |
| 327 |
|
327 | |||
| 328 | ax = self.__driver.createAxes(*args) |
|
328 | ax = self.__driver.createAxes(*args) | |
| 329 | self.fig = args[0] |
|
329 | self.fig = args[0] | |
| 330 | self.ax = ax |
|
330 | self.ax = ax | |
| 331 | self.plot = None |
|
331 | self.plot = None | |
| 332 |
|
332 | |||
| 333 | self.__firsttime = True |
|
333 | self.__firsttime = True | |
| 334 | self.idlineList = [] |
|
334 | self.idlineList = [] | |
| 335 |
|
335 | |||
| 336 | self.x_buffer = numpy.array([]) |
|
336 | self.x_buffer = numpy.array([]) | |
| 337 | self.z_buffer = numpy.array([]) |
|
337 | self.z_buffer = numpy.array([]) | |
| 338 |
|
338 | |||
| 339 | def setText(self, text): |
|
339 | def setText(self, text): | |
| 340 |
|
340 | |||
| 341 | self.__driver.setAxesText(self.ax, text) |
|
341 | self.__driver.setAxesText(self.ax, text) | |
| 342 |
|
342 | |||
| 343 | def setXAxisAsTime(self): |
|
343 | def setXAxisAsTime(self): | |
| 344 | pass |
|
344 | pass | |
| 345 |
|
345 | |||
| 346 | def pline(self, x, y, |
|
346 | def pline(self, x, y, | |
| 347 | xmin=None, xmax=None, |
|
347 | xmin=None, xmax=None, | |
| 348 | ymin=None, ymax=None, |
|
348 | ymin=None, ymax=None, | |
| 349 | xlabel='', ylabel='', |
|
349 | xlabel='', ylabel='', | |
| 350 | title='', |
|
350 | title='', | |
| 351 | **kwargs): |
|
351 | **kwargs): | |
| 352 |
|
352 | |||
| 353 | """ |
|
353 | """ | |
| 354 |
|
354 | |||
| 355 | Input: |
|
355 | Input: | |
| 356 | x : |
|
356 | x : | |
| 357 | y : |
|
357 | y : | |
| 358 | xmin : |
|
358 | xmin : | |
| 359 | xmax : |
|
359 | xmax : | |
| 360 | ymin : |
|
360 | ymin : | |
| 361 | ymax : |
|
361 | ymax : | |
| 362 | xlabel : |
|
362 | xlabel : | |
| 363 | ylabel : |
|
363 | ylabel : | |
| 364 | title : |
|
364 | title : | |
| 365 | **kwargs : Los parametros aceptados son |
|
365 | **kwargs : Los parametros aceptados son | |
| 366 |
|
366 | |||
| 367 | ticksize |
|
367 | ticksize | |
| 368 | ytick_visible |
|
368 | ytick_visible | |
| 369 | """ |
|
369 | """ | |
| 370 |
|
370 | |||
| 371 | if self.__firsttime: |
|
371 | if self.__firsttime: | |
| 372 |
|
372 | |||
| 373 | if xmin == None: xmin = numpy.nanmin(x) |
|
373 | if xmin == None: xmin = numpy.nanmin(x) | |
| 374 | if xmax == None: xmax = numpy.nanmax(x) |
|
374 | if xmax == None: xmax = numpy.nanmax(x) | |
| 375 | if ymin == None: ymin = numpy.nanmin(y) |
|
375 | if ymin == None: ymin = numpy.nanmin(y) | |
| 376 | if ymax == None: ymax = numpy.nanmax(y) |
|
376 | if ymax == None: ymax = numpy.nanmax(y) | |
| 377 |
|
377 | |||
| 378 | self.plot = self.__driver.createPline(self.ax, x, y, |
|
378 | self.plot = self.__driver.createPline(self.ax, x, y, | |
| 379 | xmin, xmax, |
|
379 | xmin, xmax, | |
| 380 | ymin, ymax, |
|
380 | ymin, ymax, | |
| 381 | xlabel=xlabel, |
|
381 | xlabel=xlabel, | |
| 382 | ylabel=ylabel, |
|
382 | ylabel=ylabel, | |
| 383 | title=title, |
|
383 | title=title, | |
| 384 | **kwargs) |
|
384 | **kwargs) | |
| 385 |
|
385 | |||
| 386 | self.idlineList.append(0) |
|
386 | self.idlineList.append(0) | |
| 387 | self.__firsttime = False |
|
387 | self.__firsttime = False | |
| 388 | return |
|
388 | return | |
| 389 |
|
389 | |||
| 390 | self.__driver.pline(self.plot, x, y, xlabel=xlabel, |
|
390 | self.__driver.pline(self.plot, x, y, xlabel=xlabel, | |
| 391 | ylabel=ylabel, |
|
391 | ylabel=ylabel, | |
| 392 | title=title) |
|
392 | title=title) | |
| 393 |
|
393 | |||
| 394 | # self.__driver.pause() |
|
394 | # self.__driver.pause() | |
| 395 |
|
395 | |||
| 396 | def addpline(self, x, y, idline, **kwargs): |
|
396 | def addpline(self, x, y, idline, **kwargs): | |
| 397 | lines = self.ax.lines |
|
397 | lines = self.ax.lines | |
| 398 |
|
398 | |||
| 399 | if idline in self.idlineList: |
|
399 | if idline in self.idlineList: | |
| 400 | self.__driver.set_linedata(self.ax, x, y, idline) |
|
400 | self.__driver.set_linedata(self.ax, x, y, idline) | |
| 401 |
|
401 | |||
| 402 | if idline not in(self.idlineList): |
|
402 | if idline not in(self.idlineList): | |
| 403 | self.__driver.addpline(self.ax, x, y, **kwargs) |
|
403 | self.__driver.addpline(self.ax, x, y, **kwargs) | |
| 404 | self.idlineList.append(idline) |
|
404 | self.idlineList.append(idline) | |
| 405 |
|
405 | |||
| 406 | return |
|
406 | return | |
| 407 |
|
407 | |||
| 408 | def pmultiline(self, x, y, |
|
408 | def pmultiline(self, x, y, | |
| 409 | xmin=None, xmax=None, |
|
409 | xmin=None, xmax=None, | |
| 410 | ymin=None, ymax=None, |
|
410 | ymin=None, ymax=None, | |
| 411 | xlabel='', ylabel='', |
|
411 | xlabel='', ylabel='', | |
| 412 | title='', |
|
412 | title='', | |
| 413 | **kwargs): |
|
413 | **kwargs): | |
| 414 |
|
414 | |||
| 415 | if self.__firsttime: |
|
415 | if self.__firsttime: | |
| 416 |
|
416 | |||
| 417 | if xmin == None: xmin = numpy.nanmin(x) |
|
417 | if xmin == None: xmin = numpy.nanmin(x) | |
| 418 | if xmax == None: xmax = numpy.nanmax(x) |
|
418 | if xmax == None: xmax = numpy.nanmax(x) | |
| 419 | if ymin == None: ymin = numpy.nanmin(y) |
|
419 | if ymin == None: ymin = numpy.nanmin(y) | |
| 420 | if ymax == None: ymax = numpy.nanmax(y) |
|
420 | if ymax == None: ymax = numpy.nanmax(y) | |
| 421 |
|
421 | |||
| 422 | self.plot = self.__driver.createPmultiline(self.ax, x, y, |
|
422 | self.plot = self.__driver.createPmultiline(self.ax, x, y, | |
| 423 | xmin, xmax, |
|
423 | xmin, xmax, | |
| 424 | ymin, ymax, |
|
424 | ymin, ymax, | |
| 425 | xlabel=xlabel, |
|
425 | xlabel=xlabel, | |
| 426 | ylabel=ylabel, |
|
426 | ylabel=ylabel, | |
| 427 | title=title, |
|
427 | title=title, | |
| 428 | **kwargs) |
|
428 | **kwargs) | |
| 429 | self.__firsttime = False |
|
429 | self.__firsttime = False | |
| 430 | return |
|
430 | return | |
| 431 |
|
431 | |||
| 432 | self.__driver.pmultiline(self.plot, x, y, xlabel=xlabel, |
|
432 | self.__driver.pmultiline(self.plot, x, y, xlabel=xlabel, | |
| 433 | ylabel=ylabel, |
|
433 | ylabel=ylabel, | |
| 434 | title=title) |
|
434 | title=title) | |
| 435 |
|
435 | |||
| 436 | # self.__driver.pause() |
|
436 | # self.__driver.pause() | |
| 437 |
|
437 | |||
| 438 | def pmultilineyaxis(self, x, y, |
|
438 | def pmultilineyaxis(self, x, y, | |
| 439 | xmin=None, xmax=None, |
|
439 | xmin=None, xmax=None, | |
| 440 | ymin=None, ymax=None, |
|
440 | ymin=None, ymax=None, | |
| 441 | xlabel='', ylabel='', |
|
441 | xlabel='', ylabel='', | |
| 442 | title='', |
|
442 | title='', | |
| 443 | **kwargs): |
|
443 | **kwargs): | |
| 444 |
|
444 | |||
| 445 | if self.__firsttime: |
|
445 | if self.__firsttime: | |
| 446 |
|
446 | |||
| 447 | if xmin == None: xmin = numpy.nanmin(x) |
|
447 | if xmin == None: xmin = numpy.nanmin(x) | |
| 448 | if xmax == None: xmax = numpy.nanmax(x) |
|
448 | if xmax == None: xmax = numpy.nanmax(x) | |
| 449 | if ymin == None: ymin = numpy.nanmin(y) |
|
449 | if ymin == None: ymin = numpy.nanmin(y) | |
| 450 | if ymax == None: ymax = numpy.nanmax(y) |
|
450 | if ymax == None: ymax = numpy.nanmax(y) | |
| 451 |
|
451 | |||
| 452 | self.plot = self.__driver.createPmultilineYAxis(self.ax, x, y, |
|
452 | self.plot = self.__driver.createPmultilineYAxis(self.ax, x, y, | |
| 453 | xmin, xmax, |
|
453 | xmin, xmax, | |
| 454 | ymin, ymax, |
|
454 | ymin, ymax, | |
| 455 | xlabel=xlabel, |
|
455 | xlabel=xlabel, | |
| 456 | ylabel=ylabel, |
|
456 | ylabel=ylabel, | |
| 457 | title=title, |
|
457 | title=title, | |
| 458 | **kwargs) |
|
458 | **kwargs) | |
| 459 | if self.xmin == None: self.xmin = xmin |
|
459 | if self.xmin == None: self.xmin = xmin | |
| 460 | if self.xmax == None: self.xmax = xmax |
|
460 | if self.xmax == None: self.xmax = xmax | |
| 461 | if self.ymin == None: self.ymin = ymin |
|
461 | if self.ymin == None: self.ymin = ymin | |
| 462 | if self.ymax == None: self.ymax = ymax |
|
462 | if self.ymax == None: self.ymax = ymax | |
| 463 |
|
463 | |||
| 464 | self.__firsttime = False |
|
464 | self.__firsttime = False | |
| 465 | return |
|
465 | return | |
| 466 |
|
466 | |||
| 467 | self.__driver.pmultilineyaxis(self.plot, x, y, xlabel=xlabel, |
|
467 | self.__driver.pmultilineyaxis(self.plot, x, y, xlabel=xlabel, | |
| 468 | ylabel=ylabel, |
|
468 | ylabel=ylabel, | |
| 469 | title=title) |
|
469 | title=title) | |
| 470 |
|
470 | |||
| 471 | # self.__driver.pause() |
|
471 | # self.__driver.pause() | |
| 472 |
|
472 | |||
| 473 | def pcolor(self, x, y, z, |
|
473 | def pcolor(self, x, y, z, | |
| 474 | xmin=None, xmax=None, |
|
474 | xmin=None, xmax=None, | |
| 475 | ymin=None, ymax=None, |
|
475 | ymin=None, ymax=None, | |
| 476 | zmin=None, zmax=None, |
|
476 | zmin=None, zmax=None, | |
| 477 | xlabel='', ylabel='', |
|
477 | xlabel='', ylabel='', | |
| 478 | title='', colormap='jet', |
|
478 | title='', colormap='jet', | |
| 479 | **kwargs): |
|
479 | **kwargs): | |
| 480 |
|
480 | |||
| 481 | """ |
|
481 | """ | |
| 482 | Input: |
|
482 | Input: | |
| 483 | x : |
|
483 | x : | |
| 484 | y : |
|
484 | y : | |
| 485 | x : |
|
485 | x : | |
| 486 | xmin : |
|
486 | xmin : | |
| 487 | xmax : |
|
487 | xmax : | |
| 488 | ymin : |
|
488 | ymin : | |
| 489 | ymax : |
|
489 | ymax : | |
| 490 | zmin : |
|
490 | zmin : | |
| 491 | zmax : |
|
491 | zmax : | |
| 492 | xlabel : |
|
492 | xlabel : | |
| 493 | ylabel : |
|
493 | ylabel : | |
| 494 | title : |
|
494 | title : | |
| 495 | **kwargs : Los parametros aceptados son |
|
495 | **kwargs : Los parametros aceptados son | |
| 496 | ticksize=9, |
|
496 | ticksize=9, | |
| 497 | cblabel='' |
|
497 | cblabel='' | |
| 498 | """ |
|
498 | """ | |
| 499 |
|
499 | |||
| 500 | #Decimating data |
|
500 | #Decimating data | |
| 501 | xlen = len(x) |
|
501 | xlen = len(x) | |
| 502 | ylen = len(y) |
|
502 | ylen = len(y) | |
| 503 |
|
503 | |||
| 504 | decimationx = numpy.floor(xlen/self.__MAXNUMX) + 1 |
|
504 | decimationx = numpy.floor(xlen/self.__MAXNUMX) + 1 | |
| 505 | decimationy = numpy.floor(ylen/self.__MAXNUMY) + 1 |
|
505 | decimationy = numpy.floor(ylen/self.__MAXNUMY) + 1 | |
| 506 |
|
506 | |||
| 507 | x_buffer = x[::decimationx] |
|
507 | x_buffer = x[::decimationx] | |
| 508 | y_buffer = y[::decimationy] |
|
508 | y_buffer = y[::decimationy] | |
| 509 | z_buffer = z[::decimationx, ::decimationy] |
|
509 | z_buffer = z[::decimationx, ::decimationy] | |
| 510 | #=================================================== |
|
510 | #=================================================== | |
| 511 |
|
511 | |||
| 512 | if self.__firsttime: |
|
512 | if self.__firsttime: | |
| 513 |
|
513 | |||
| 514 | if xmin == None: xmin = numpy.nanmin(x) |
|
514 | if xmin == None: xmin = numpy.nanmin(x) | |
| 515 | if xmax == None: xmax = numpy.nanmax(x) |
|
515 | if xmax == None: xmax = numpy.nanmax(x) | |
| 516 | if ymin == None: ymin = numpy.nanmin(y) |
|
516 | if ymin == None: ymin = numpy.nanmin(y) | |
| 517 | if ymax == None: ymax = numpy.nanmax(y) |
|
517 | if ymax == None: ymax = numpy.nanmax(y) | |
| 518 | if zmin == None: zmin = numpy.nanmin(z) |
|
518 | if zmin == None: zmin = numpy.nanmin(z) | |
| 519 | if zmax == None: zmax = numpy.nanmax(z) |
|
519 | if zmax == None: zmax = numpy.nanmax(z) | |
| 520 |
|
520 | |||
| 521 |
|
521 | |||
| 522 | self.plot = self.__driver.createPcolor(self.ax, x_buffer, |
|
522 | self.plot = self.__driver.createPcolor(self.ax, x_buffer, | |
| 523 | y_buffer, |
|
523 | y_buffer, | |
| 524 | z_buffer, |
|
524 | z_buffer, | |
| 525 | xmin, xmax, |
|
525 | xmin, xmax, | |
| 526 | ymin, ymax, |
|
526 | ymin, ymax, | |
| 527 | zmin, zmax, |
|
527 | zmin, zmax, | |
| 528 | xlabel=xlabel, |
|
528 | xlabel=xlabel, | |
| 529 | ylabel=ylabel, |
|
529 | ylabel=ylabel, | |
| 530 | title=title, |
|
530 | title=title, | |
| 531 | colormap=colormap, |
|
531 | colormap=colormap, | |
| 532 | **kwargs) |
|
532 | **kwargs) | |
| 533 |
|
533 | |||
| 534 | if self.xmin == None: self.xmin = xmin |
|
534 | if self.xmin == None: self.xmin = xmin | |
| 535 | if self.xmax == None: self.xmax = xmax |
|
535 | if self.xmax == None: self.xmax = xmax | |
| 536 | if self.ymin == None: self.ymin = ymin |
|
536 | if self.ymin == None: self.ymin = ymin | |
| 537 | if self.ymax == None: self.ymax = ymax |
|
537 | if self.ymax == None: self.ymax = ymax | |
| 538 | if self.zmin == None: self.zmin = zmin |
|
538 | if self.zmin == None: self.zmin = zmin | |
| 539 | if self.zmax == None: self.zmax = zmax |
|
539 | if self.zmax == None: self.zmax = zmax | |
| 540 |
|
540 | |||
| 541 | self.__firsttime = False |
|
541 | self.__firsttime = False | |
| 542 | return |
|
542 | return | |
| 543 |
|
543 | |||
| 544 | self.__driver.pcolor(self.plot, |
|
544 | self.__driver.pcolor(self.plot, | |
| 545 | z_buffer, |
|
545 | z_buffer, | |
| 546 | xlabel=xlabel, |
|
546 | xlabel=xlabel, | |
| 547 | ylabel=ylabel, |
|
547 | ylabel=ylabel, | |
| 548 | title=title) |
|
548 | title=title) | |
| 549 |
|
549 | |||
| 550 | # self.__driver.pause() |
|
550 | # self.__driver.pause() | |
| 551 |
|
551 | |||
| 552 | def pcolorbuffer(self, x, y, z, |
|
552 | def pcolorbuffer(self, x, y, z, | |
| 553 | xmin=None, xmax=None, |
|
553 | xmin=None, xmax=None, | |
| 554 | ymin=None, ymax=None, |
|
554 | ymin=None, ymax=None, | |
| 555 | zmin=None, zmax=None, |
|
555 | zmin=None, zmax=None, | |
| 556 | xlabel='', ylabel='', |
|
556 | xlabel='', ylabel='', | |
| 557 | title='', rti = True, colormap='jet', |
|
557 | title='', rti = True, colormap='jet', | |
| 558 | maxNumX = None, maxNumY = None, |
|
558 | maxNumX = None, maxNumY = None, | |
| 559 | **kwargs): |
|
559 | **kwargs): | |
| 560 |
|
560 | |||
| 561 | if maxNumX == None: |
|
561 | if maxNumX == None: | |
| 562 | maxNumX = self.__MAXNUMTIME |
|
562 | maxNumX = self.__MAXNUMTIME | |
| 563 |
|
563 | |||
| 564 | if maxNumY == None: |
|
564 | if maxNumY == None: | |
| 565 | maxNumY = self.__MAXNUMY |
|
565 | maxNumY = self.__MAXNUMY | |
| 566 |
|
566 | |||
| 567 | if self.__firsttime: |
|
567 | if self.__firsttime: | |
| 568 | self.z_buffer = z |
|
568 | self.z_buffer = z | |
| 569 | self.x_buffer = numpy.hstack((self.x_buffer, x)) |
|
569 | self.x_buffer = numpy.hstack((self.x_buffer, x)) | |
| 570 |
|
570 | |||
| 571 | if xmin == None: xmin = numpy.nanmin(x) |
|
571 | if xmin == None: xmin = numpy.nanmin(x) | |
| 572 | if xmax == None: xmax = numpy.nanmax(x) |
|
572 | if xmax == None: xmax = numpy.nanmax(x) | |
| 573 | if ymin == None: ymin = numpy.nanmin(y) |
|
573 | if ymin == None: ymin = numpy.nanmin(y) | |
| 574 | if ymax == None: ymax = numpy.nanmax(y) |
|
574 | if ymax == None: ymax = numpy.nanmax(y) | |
| 575 | if zmin == None: zmin = numpy.nanmin(z) |
|
575 | if zmin == None: zmin = numpy.nanmin(z) | |
| 576 | if zmax == None: zmax = numpy.nanmax(z) |
|
576 | if zmax == None: zmax = numpy.nanmax(z) | |
| 577 |
|
577 | |||
| 578 |
|
578 | |||
| 579 | self.plot = self.__driver.createPcolor(self.ax, self.x_buffer, y, z, |
|
579 | self.plot = self.__driver.createPcolor(self.ax, self.x_buffer, y, z, | |
| 580 | xmin, xmax, |
|
580 | xmin, xmax, | |
| 581 | ymin, ymax, |
|
581 | ymin, ymax, | |
| 582 | zmin, zmax, |
|
582 | zmin, zmax, | |
| 583 | xlabel=xlabel, |
|
583 | xlabel=xlabel, | |
| 584 | ylabel=ylabel, |
|
584 | ylabel=ylabel, | |
| 585 | title=title, |
|
585 | title=title, | |
| 586 | colormap=colormap, |
|
586 | colormap=colormap, | |
| 587 | **kwargs) |
|
587 | **kwargs) | |
| 588 |
|
588 | |||
| 589 | if self.xmin == None: self.xmin = xmin |
|
589 | if self.xmin == None: self.xmin = xmin | |
| 590 | if self.xmax == None: self.xmax = xmax |
|
590 | if self.xmax == None: self.xmax = xmax | |
| 591 | if self.ymin == None: self.ymin = ymin |
|
591 | if self.ymin == None: self.ymin = ymin | |
| 592 | if self.ymax == None: self.ymax = ymax |
|
592 | if self.ymax == None: self.ymax = ymax | |
| 593 | if self.zmin == None: self.zmin = zmin |
|
593 | if self.zmin == None: self.zmin = zmin | |
| 594 | if self.zmax == None: self.zmax = zmax |
|
594 | if self.zmax == None: self.zmax = zmax | |
| 595 |
|
595 | |||
| 596 | self.__firsttime = False |
|
596 | self.__firsttime = False | |
| 597 | return |
|
597 | return | |
| 598 |
|
598 | |||
| 599 | self.x_buffer = numpy.hstack((self.x_buffer[:-1], x[0], x[-1])) |
|
599 | self.x_buffer = numpy.hstack((self.x_buffer[:-1], x[0], x[-1])) | |
| 600 | self.z_buffer = numpy.hstack((self.z_buffer, z)) |
|
600 | self.z_buffer = numpy.hstack((self.z_buffer, z)) | |
| 601 | z_buffer = self.z_buffer.reshape(-1,len(y)) |
|
601 | z_buffer = self.z_buffer.reshape(-1,len(y)) | |
| 602 |
|
602 | |||
| 603 | #Decimating data |
|
603 | #Decimating data | |
| 604 | xlen = len(self.x_buffer) |
|
604 | xlen = len(self.x_buffer) | |
| 605 | ylen = len(y) |
|
605 | ylen = len(y) | |
| 606 |
|
606 | |||
| 607 | decimationx = numpy.floor(xlen/maxNumX) + 1 |
|
607 | decimationx = numpy.floor(xlen/maxNumX) + 1 | |
| 608 | decimationy = numpy.floor(ylen/maxNumY) + 1 |
|
608 | decimationy = numpy.floor(ylen/maxNumY) + 1 | |
| 609 |
|
609 | |||
| 610 | x_buffer = self.x_buffer[::decimationx] |
|
610 | x_buffer = self.x_buffer[::decimationx] | |
| 611 | y_buffer = y[::decimationy] |
|
611 | y_buffer = y[::decimationy] | |
| 612 | z_buffer = z_buffer[::decimationx, ::decimationy] |
|
612 | z_buffer = z_buffer[::decimationx, ::decimationy] | |
| 613 | #=================================================== |
|
613 | #=================================================== | |
| 614 |
|
614 | |||
| 615 | x_buffer, y_buffer, z_buffer = self.__fillGaps(x_buffer, y_buffer, z_buffer) |
|
615 | x_buffer, y_buffer, z_buffer = self.__fillGaps(x_buffer, y_buffer, z_buffer) | |
| 616 |
|
616 | |||
| 617 | self.__driver.addpcolorbuffer(self.ax, x_buffer, y_buffer, z_buffer, self.zmin, self.zmax, |
|
617 | self.__driver.addpcolorbuffer(self.ax, x_buffer, y_buffer, z_buffer, self.zmin, self.zmax, | |
| 618 | xlabel=xlabel, |
|
618 | xlabel=xlabel, | |
| 619 | ylabel=ylabel, |
|
619 | ylabel=ylabel, | |
| 620 | title=title, |
|
620 | title=title, | |
| 621 | colormap=colormap) |
|
621 | colormap=colormap) | |
| 622 |
|
622 | |||
| 623 | # self.__driver.pause() |
|
623 | # self.__driver.pause() | |
| 624 |
|
624 | |||
| 625 | def polar(self, x, y, |
|
625 | def polar(self, x, y, | |
| 626 | title='', xlabel='',ylabel='',**kwargs): |
|
626 | title='', xlabel='',ylabel='',**kwargs): | |
| 627 |
|
627 | |||
| 628 | if self.__firsttime: |
|
628 | if self.__firsttime: | |
| 629 | self.plot = self.__driver.createPolar(self.ax, x, y, title = title, xlabel = xlabel, ylabel = ylabel) |
|
629 | self.plot = self.__driver.createPolar(self.ax, x, y, title = title, xlabel = xlabel, ylabel = ylabel) | |
| 630 | self.__firsttime = False |
|
630 | self.__firsttime = False | |
| 631 | self.x_buffer = x |
|
631 | self.x_buffer = x | |
| 632 | self.y_buffer = y |
|
632 | self.y_buffer = y | |
| 633 | return |
|
633 | return | |
| 634 |
|
634 | |||
| 635 | self.x_buffer = numpy.hstack((self.x_buffer,x)) |
|
635 | self.x_buffer = numpy.hstack((self.x_buffer,x)) | |
| 636 | self.y_buffer = numpy.hstack((self.y_buffer,y)) |
|
636 | self.y_buffer = numpy.hstack((self.y_buffer,y)) | |
| 637 | self.__driver.polar(self.plot, self.x_buffer, self.y_buffer, xlabel=xlabel, |
|
637 | self.__driver.polar(self.plot, self.x_buffer, self.y_buffer, xlabel=xlabel, | |
| 638 | ylabel=ylabel, |
|
638 | ylabel=ylabel, | |
| 639 | title=title) |
|
639 | title=title) | |
| 640 |
|
640 | |||
| 641 | # self.__driver.pause() |
|
641 | # self.__driver.pause() | |
| 642 |
|
642 | |||
| 643 | def __fillGaps(self, x_buffer, y_buffer, z_buffer): |
|
643 | def __fillGaps(self, x_buffer, y_buffer, z_buffer): | |
| 644 |
|
644 | |||
| 645 | if x_buffer.shape[0] < 2: |
|
645 | if x_buffer.shape[0] < 2: | |
| 646 | return x_buffer, y_buffer, z_buffer |
|
646 | return x_buffer, y_buffer, z_buffer | |
| 647 |
|
647 | |||
| 648 | deltas = x_buffer[1:] - x_buffer[0:-1] |
|
648 | deltas = x_buffer[1:] - x_buffer[0:-1] | |
| 649 | x_median = numpy.median(deltas) |
|
649 | x_median = numpy.median(deltas) | |
| 650 |
|
650 | |||
| 651 | index = numpy.where(deltas > 5*x_median) |
|
651 | index = numpy.where(deltas > 5*x_median) | |
| 652 |
|
652 | |||
| 653 | if len(index[0]) != 0: |
|
653 | if len(index[0]) != 0: | |
| 654 | z_buffer[index[0],::] = self.__missing |
|
654 | z_buffer[index[0],::] = self.__missing | |
| 655 | z_buffer = numpy.ma.masked_inside(z_buffer,0.99*self.__missing,1.01*self.__missing) |
|
655 | z_buffer = numpy.ma.masked_inside(z_buffer,0.99*self.__missing,1.01*self.__missing) | |
| 656 |
|
656 | |||
| 657 | return x_buffer, y_buffer, z_buffer |
|
657 | return x_buffer, y_buffer, z_buffer | |
| 658 |
|
658 | |||
| 659 |
|
659 | |||
| 660 |
|
660 | |||
| 661 | No newline at end of file |
|
661 | ||
| @@ -1,1509 +1,1522 | |||||
| 1 | ''' |
|
1 | ''' | |
| 2 | Created on Jul 9, 2014 |
|
2 | Created on Jul 9, 2014 | |
| 3 |
|
3 | |||
| 4 | @author: roj-idl71 |
|
4 | @author: roj-idl71 | |
| 5 | ''' |
|
5 | ''' | |
| 6 | import os |
|
6 | import os | |
| 7 | import datetime |
|
7 | import datetime | |
| 8 | import numpy |
|
8 | import numpy | |
| 9 |
|
9 | |||
| 10 | from figure import Figure, isRealtime, isTimeInHourRange |
|
10 | from figure import Figure, isRealtime, isTimeInHourRange | |
| 11 | from plotting_codes import * |
|
11 | from plotting_codes import * | |
| 12 |
|
12 | |||
| 13 | class SpectraPlot(Figure): |
|
13 | class SpectraPlot(Figure): | |
| 14 |
|
14 | |||
| 15 | isConfig = None |
|
15 | isConfig = None | |
| 16 | __nsubplots = None |
|
16 | __nsubplots = None | |
| 17 |
|
17 | |||
| 18 | WIDTHPROF = None |
|
18 | WIDTHPROF = None | |
| 19 | HEIGHTPROF = None |
|
19 | HEIGHTPROF = None | |
| 20 | PREFIX = 'spc' |
|
20 | PREFIX = 'spc' | |
| 21 |
|
21 | |||
| 22 | def __init__(self): |
|
22 | def __init__(self): | |
| 23 |
|
23 | |||
| 24 | self.isConfig = False |
|
24 | self.isConfig = False | |
| 25 | self.__nsubplots = 1 |
|
25 | self.__nsubplots = 1 | |
| 26 |
|
26 | |||
| 27 | self.WIDTH = 250 |
|
27 | self.WIDTH = 250 | |
| 28 | self.HEIGHT = 250 |
|
28 | self.HEIGHT = 250 | |
| 29 | self.WIDTHPROF = 120 |
|
29 | self.WIDTHPROF = 120 | |
| 30 | self.HEIGHTPROF = 0 |
|
30 | self.HEIGHTPROF = 0 | |
| 31 | self.counter_imagwr = 0 |
|
31 | self.counter_imagwr = 0 | |
| 32 |
|
32 | |||
| 33 | self.PLOT_CODE = SPEC_CODE |
|
33 | self.PLOT_CODE = SPEC_CODE | |
| 34 |
|
34 | |||
| 35 | self.FTP_WEI = None |
|
35 | self.FTP_WEI = None | |
| 36 | self.EXP_CODE = None |
|
36 | self.EXP_CODE = None | |
| 37 | self.SUB_EXP_CODE = None |
|
37 | self.SUB_EXP_CODE = None | |
| 38 | self.PLOT_POS = None |
|
38 | self.PLOT_POS = None | |
| 39 |
|
39 | |||
| 40 | self.__xfilter_ena = False |
|
40 | self.__xfilter_ena = False | |
| 41 | self.__yfilter_ena = False |
|
41 | self.__yfilter_ena = False | |
| 42 |
|
42 | |||
| 43 | def getSubplots(self): |
|
43 | def getSubplots(self): | |
| 44 |
|
44 | |||
| 45 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
45 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 46 | nrow = int(self.nplots*1./ncol + 0.9) |
|
46 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 47 |
|
47 | |||
| 48 | return nrow, ncol |
|
48 | return nrow, ncol | |
| 49 |
|
49 | |||
| 50 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
50 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 51 |
|
51 | |||
| 52 | self.__showprofile = showprofile |
|
52 | self.__showprofile = showprofile | |
| 53 | self.nplots = nplots |
|
53 | self.nplots = nplots | |
| 54 |
|
54 | |||
| 55 | ncolspan = 1 |
|
55 | ncolspan = 1 | |
| 56 | colspan = 1 |
|
56 | colspan = 1 | |
| 57 | if showprofile: |
|
57 | if showprofile: | |
| 58 | ncolspan = 3 |
|
58 | ncolspan = 3 | |
| 59 | colspan = 2 |
|
59 | colspan = 2 | |
| 60 | self.__nsubplots = 2 |
|
60 | self.__nsubplots = 2 | |
| 61 |
|
61 | |||
| 62 | self.createFigure(id = id, |
|
62 | self.createFigure(id = id, | |
| 63 | wintitle = wintitle, |
|
63 | wintitle = wintitle, | |
| 64 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
64 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 65 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
65 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 66 | show=show) |
|
66 | show=show) | |
| 67 |
|
67 | |||
| 68 | nrow, ncol = self.getSubplots() |
|
68 | nrow, ncol = self.getSubplots() | |
| 69 |
|
69 | |||
| 70 | counter = 0 |
|
70 | counter = 0 | |
| 71 | for y in range(nrow): |
|
71 | for y in range(nrow): | |
| 72 | for x in range(ncol): |
|
72 | for x in range(ncol): | |
| 73 |
|
73 | |||
| 74 | if counter >= self.nplots: |
|
74 | if counter >= self.nplots: | |
| 75 | break |
|
75 | break | |
| 76 |
|
76 | |||
| 77 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
77 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 78 |
|
78 | |||
| 79 | if showprofile: |
|
79 | if showprofile: | |
| 80 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
80 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 81 |
|
81 | |||
| 82 | counter += 1 |
|
82 | counter += 1 | |
| 83 |
|
83 | |||
| 84 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
84 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 85 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
85 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 86 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
86 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 87 | server=None, folder=None, username=None, password=None, |
|
87 | server=None, folder=None, username=None, password=None, | |
| 88 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
88 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 89 |
xaxis=" |
|
89 | xaxis="frequency"): | |
| 90 |
|
90 | |||
| 91 | """ |
|
91 | """ | |
| 92 |
|
92 | |||
| 93 | Input: |
|
93 | Input: | |
| 94 | dataOut : |
|
94 | dataOut : | |
| 95 | id : |
|
95 | id : | |
| 96 | wintitle : |
|
96 | wintitle : | |
| 97 | channelList : |
|
97 | channelList : | |
| 98 | showProfile : |
|
98 | showProfile : | |
| 99 | xmin : None, |
|
99 | xmin : None, | |
| 100 | xmax : None, |
|
100 | xmax : None, | |
| 101 | ymin : None, |
|
101 | ymin : None, | |
| 102 | ymax : None, |
|
102 | ymax : None, | |
| 103 | zmin : None, |
|
103 | zmin : None, | |
| 104 | zmax : None |
|
104 | zmax : None | |
| 105 | """ |
|
105 | """ | |
| 106 |
|
106 | |||
| 107 | if realtime: |
|
107 | if realtime: | |
| 108 | if not(isRealtime(utcdatatime = dataOut.utctime)): |
|
108 | if not(isRealtime(utcdatatime = dataOut.utctime)): | |
| 109 | print 'Skipping this plot function' |
|
109 | print 'Skipping this plot function' | |
| 110 | return |
|
110 | return | |
| 111 |
|
111 | |||
| 112 | if channelList == None: |
|
112 | if channelList == None: | |
| 113 | channelIndexList = dataOut.channelIndexList |
|
113 | channelIndexList = dataOut.channelIndexList | |
| 114 | else: |
|
114 | else: | |
| 115 | channelIndexList = [] |
|
115 | channelIndexList = [] | |
| 116 | for channel in channelList: |
|
116 | for channel in channelList: | |
| 117 | if channel not in dataOut.channelList: |
|
117 | if channel not in dataOut.channelList: | |
| 118 | raise ValueError, "Channel %d is not in dataOut.channelList" %channel |
|
118 | raise ValueError, "Channel %d is not in dataOut.channelList" %channel | |
| 119 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
119 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 120 |
|
120 | |||
| 121 | factor = dataOut.normFactor |
|
121 | factor = dataOut.normFactor | |
| 122 |
|
122 | |||
| 123 | if xaxis == "frequency": |
|
123 | if xaxis == "frequency": | |
| 124 | x = dataOut.getFreqRange(1)/1000. |
|
124 | x = dataOut.getFreqRange(1)/1000. | |
| 125 | xlabel = "Frquency (kHz)" |
|
125 | xlabel = "Frequency (kHz)" | |
| 126 |
|
126 | |||
| 127 | elif xaxis == "time": |
|
127 | elif xaxis == "time": | |
| 128 | x = dataOut.getAcfRange(1) |
|
128 | x = dataOut.getAcfRange(1) | |
| 129 | xlabel = "Time (ms)" |
|
129 | xlabel = "Time (ms)" | |
| 130 |
|
130 | |||
| 131 | else: |
|
131 | else: | |
| 132 | x = dataOut.getVelRange(1) |
|
132 | x = dataOut.getVelRange(1) | |
| 133 | xlabel = "Velocity (m/s)" |
|
133 | xlabel = "Velocity (m/s)" | |
| 134 |
|
134 | |||
| 135 | ylabel = "Range (Km)" |
|
135 | ylabel = "Range (Km)" | |
| 136 |
|
136 | |||
| 137 | y = dataOut.getHeiRange() |
|
137 | y = dataOut.getHeiRange() | |
| 138 |
|
138 | |||
| 139 | z = dataOut.data_spc/factor |
|
139 | z = dataOut.data_spc/factor | |
| 140 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
140 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 141 | zdB = 10*numpy.log10(z) |
|
141 | zdB = 10*numpy.log10(z) | |
| 142 |
|
142 | |||
| 143 | avg = numpy.average(z, axis=1) |
|
143 | avg = numpy.average(z, axis=1) | |
| 144 | avgdB = 10*numpy.log10(avg) |
|
144 | avgdB = 10*numpy.log10(avg) | |
| 145 |
|
145 | |||
| 146 | noise = dataOut.getNoise()/factor |
|
146 | noise = dataOut.getNoise()/factor | |
| 147 | noisedB = 10*numpy.log10(noise) |
|
147 | noisedB = 10*numpy.log10(noise) | |
| 148 |
|
148 | |||
| 149 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
149 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 150 | title = wintitle + " Spectra" |
|
150 | title = wintitle + " Spectra" | |
| 151 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
151 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 152 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
152 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 153 |
|
153 | |||
| 154 | if not self.isConfig: |
|
154 | if not self.isConfig: | |
| 155 |
|
155 | |||
| 156 | nplots = len(channelIndexList) |
|
156 | nplots = len(channelIndexList) | |
| 157 |
|
157 | |||
| 158 | self.setup(id=id, |
|
158 | self.setup(id=id, | |
| 159 | nplots=nplots, |
|
159 | nplots=nplots, | |
| 160 | wintitle=wintitle, |
|
160 | wintitle=wintitle, | |
| 161 | showprofile=showprofile, |
|
161 | showprofile=showprofile, | |
| 162 | show=show) |
|
162 | show=show) | |
| 163 |
|
163 | |||
| 164 | if xmin == None: xmin = numpy.nanmin(x) |
|
164 | if xmin == None: xmin = numpy.nanmin(x) | |
| 165 | if xmax == None: xmax = numpy.nanmax(x) |
|
165 | if xmax == None: xmax = numpy.nanmax(x) | |
| 166 | if ymin == None: ymin = numpy.nanmin(y) |
|
166 | if ymin == None: ymin = numpy.nanmin(y) | |
| 167 | if ymax == None: ymax = numpy.nanmax(y) |
|
167 | if ymax == None: ymax = numpy.nanmax(y) | |
| 168 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 |
|
168 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 | |
| 169 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 |
|
169 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 | |
| 170 |
|
170 | |||
| 171 | self.FTP_WEI = ftp_wei |
|
171 | self.FTP_WEI = ftp_wei | |
| 172 | self.EXP_CODE = exp_code |
|
172 | self.EXP_CODE = exp_code | |
| 173 | self.SUB_EXP_CODE = sub_exp_code |
|
173 | self.SUB_EXP_CODE = sub_exp_code | |
| 174 | self.PLOT_POS = plot_pos |
|
174 | self.PLOT_POS = plot_pos | |
| 175 |
|
175 | |||
| 176 | self.isConfig = True |
|
176 | self.isConfig = True | |
| 177 |
|
177 | |||
| 178 | self.setWinTitle(title) |
|
178 | self.setWinTitle(title) | |
| 179 |
|
179 | |||
| 180 | for i in range(self.nplots): |
|
180 | for i in range(self.nplots): | |
| 181 | index = channelIndexList[i] |
|
181 | index = channelIndexList[i] | |
| 182 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
182 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 183 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[index], noisedB[index], str_datetime) |
|
183 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[index], noisedB[index], str_datetime) | |
| 184 | if len(dataOut.beam.codeList) != 0: |
|
184 | if len(dataOut.beam.codeList) != 0: | |
| 185 | title = "Ch%d:%4.2fdB,%2.2f,%2.2f:%s" %(dataOut.channelList[index], noisedB[index], dataOut.beam.azimuthList[index], dataOut.beam.zenithList[index], str_datetime) |
|
185 | title = "Ch%d:%4.2fdB,%2.2f,%2.2f:%s" %(dataOut.channelList[index], noisedB[index], dataOut.beam.azimuthList[index], dataOut.beam.zenithList[index], str_datetime) | |
| 186 |
|
186 | |||
| 187 | axes = self.axesList[i*self.__nsubplots] |
|
187 | axes = self.axesList[i*self.__nsubplots] | |
| 188 | axes.pcolor(x, y, zdB[index,:,:], |
|
188 | axes.pcolor(x, y, zdB[index,:,:], | |
| 189 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
189 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 190 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
190 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 191 | ticksize=9, cblabel='') |
|
191 | ticksize=9, cblabel='') | |
| 192 |
|
192 | |||
| 193 | if self.__showprofile: |
|
193 | if self.__showprofile: | |
| 194 | axes = self.axesList[i*self.__nsubplots +1] |
|
194 | axes = self.axesList[i*self.__nsubplots +1] | |
| 195 | axes.pline(avgdB[index,:], y, |
|
195 | axes.pline(avgdB[index,:], y, | |
| 196 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
196 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 197 | xlabel='dB', ylabel='', title='', |
|
197 | xlabel='dB', ylabel='', title='', | |
| 198 | ytick_visible=False, |
|
198 | ytick_visible=False, | |
| 199 | grid='x') |
|
199 | grid='x') | |
| 200 |
|
200 | |||
| 201 | noiseline = numpy.repeat(noisedB[index], len(y)) |
|
201 | noiseline = numpy.repeat(noisedB[index], len(y)) | |
| 202 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) |
|
202 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) | |
| 203 |
|
203 | |||
| 204 | self.draw() |
|
204 | self.draw() | |
| 205 |
|
205 | |||
| 206 | if figfile == None: |
|
206 | if figfile == None: | |
| 207 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
207 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 208 | name = str_datetime |
|
208 | name = str_datetime | |
| 209 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
209 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 210 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
210 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 211 | figfile = self.getFilename(name) |
|
211 | figfile = self.getFilename(name) | |
| 212 |
|
212 | |||
| 213 | self.save(figpath=figpath, |
|
213 | self.save(figpath=figpath, | |
| 214 | figfile=figfile, |
|
214 | figfile=figfile, | |
| 215 | save=save, |
|
215 | save=save, | |
| 216 | ftp=ftp, |
|
216 | ftp=ftp, | |
| 217 | wr_period=wr_period, |
|
217 | wr_period=wr_period, | |
| 218 | thisDatetime=thisDatetime) |
|
218 | thisDatetime=thisDatetime) | |
| 219 |
|
219 | |||
| 220 | class CrossSpectraPlot(Figure): |
|
220 | class CrossSpectraPlot(Figure): | |
| 221 |
|
221 | |||
| 222 | isConfig = None |
|
222 | isConfig = None | |
| 223 | __nsubplots = None |
|
223 | __nsubplots = None | |
| 224 |
|
224 | |||
| 225 | WIDTH = None |
|
225 | WIDTH = None | |
| 226 | HEIGHT = None |
|
226 | HEIGHT = None | |
| 227 | WIDTHPROF = None |
|
227 | WIDTHPROF = None | |
| 228 | HEIGHTPROF = None |
|
228 | HEIGHTPROF = None | |
| 229 | PREFIX = 'cspc' |
|
229 | PREFIX = 'cspc' | |
| 230 |
|
230 | |||
| 231 | def __init__(self): |
|
231 | def __init__(self): | |
| 232 |
|
232 | |||
| 233 | self.isConfig = False |
|
233 | self.isConfig = False | |
| 234 | self.__nsubplots = 4 |
|
234 | self.__nsubplots = 4 | |
| 235 | self.counter_imagwr = 0 |
|
235 | self.counter_imagwr = 0 | |
| 236 | self.WIDTH = 250 |
|
236 | self.WIDTH = 250 | |
| 237 | self.HEIGHT = 250 |
|
237 | self.HEIGHT = 250 | |
| 238 | self.WIDTHPROF = 0 |
|
238 | self.WIDTHPROF = 0 | |
| 239 | self.HEIGHTPROF = 0 |
|
239 | self.HEIGHTPROF = 0 | |
| 240 |
|
240 | |||
| 241 | self.PLOT_CODE = CROSS_CODE |
|
241 | self.PLOT_CODE = CROSS_CODE | |
| 242 | self.FTP_WEI = None |
|
242 | self.FTP_WEI = None | |
| 243 | self.EXP_CODE = None |
|
243 | self.EXP_CODE = None | |
| 244 | self.SUB_EXP_CODE = None |
|
244 | self.SUB_EXP_CODE = None | |
| 245 | self.PLOT_POS = None |
|
245 | self.PLOT_POS = None | |
| 246 |
|
246 | |||
| 247 | def getSubplots(self): |
|
247 | def getSubplots(self): | |
| 248 |
|
248 | |||
| 249 | ncol = 4 |
|
249 | ncol = 4 | |
| 250 | nrow = self.nplots |
|
250 | nrow = self.nplots | |
| 251 |
|
251 | |||
| 252 | return nrow, ncol |
|
252 | return nrow, ncol | |
| 253 |
|
253 | |||
| 254 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
254 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 255 |
|
255 | |||
| 256 | self.__showprofile = showprofile |
|
256 | self.__showprofile = showprofile | |
| 257 | self.nplots = nplots |
|
257 | self.nplots = nplots | |
| 258 |
|
258 | |||
| 259 | ncolspan = 1 |
|
259 | ncolspan = 1 | |
| 260 | colspan = 1 |
|
260 | colspan = 1 | |
| 261 |
|
261 | |||
| 262 | self.createFigure(id = id, |
|
262 | self.createFigure(id = id, | |
| 263 | wintitle = wintitle, |
|
263 | wintitle = wintitle, | |
| 264 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
264 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 265 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
265 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 266 | show=True) |
|
266 | show=True) | |
| 267 |
|
267 | |||
| 268 | nrow, ncol = self.getSubplots() |
|
268 | nrow, ncol = self.getSubplots() | |
| 269 |
|
269 | |||
| 270 | counter = 0 |
|
270 | counter = 0 | |
| 271 | for y in range(nrow): |
|
271 | for y in range(nrow): | |
| 272 | for x in range(ncol): |
|
272 | for x in range(ncol): | |
| 273 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
273 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 274 |
|
274 | |||
| 275 | counter += 1 |
|
275 | counter += 1 | |
| 276 |
|
276 | |||
| 277 | def run(self, dataOut, id, wintitle="", pairsList=None, |
|
277 | def run(self, dataOut, id, wintitle="", pairsList=None, | |
| 278 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
278 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 279 | coh_min=None, coh_max=None, phase_min=None, phase_max=None, |
|
279 | coh_min=None, coh_max=None, phase_min=None, phase_max=None, | |
| 280 | save=False, figpath='./', figfile=None, ftp=False, wr_period=1, |
|
280 | save=False, figpath='./', figfile=None, ftp=False, wr_period=1, | |
| 281 | power_cmap='jet', coherence_cmap='jet', phase_cmap='RdBu_r', show=True, |
|
281 | power_cmap='jet', coherence_cmap='jet', phase_cmap='RdBu_r', show=True, | |
| 282 | server=None, folder=None, username=None, password=None, |
|
282 | server=None, folder=None, username=None, password=None, | |
| 283 |
ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0 |
|
283 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, | |
|
|
284 | xaxis='frequency'): | |||
| 284 |
|
285 | |||
| 285 | """ |
|
286 | """ | |
| 286 |
|
287 | |||
| 287 | Input: |
|
288 | Input: | |
| 288 | dataOut : |
|
289 | dataOut : | |
| 289 | id : |
|
290 | id : | |
| 290 | wintitle : |
|
291 | wintitle : | |
| 291 | channelList : |
|
292 | channelList : | |
| 292 | showProfile : |
|
293 | showProfile : | |
| 293 | xmin : None, |
|
294 | xmin : None, | |
| 294 | xmax : None, |
|
295 | xmax : None, | |
| 295 | ymin : None, |
|
296 | ymin : None, | |
| 296 | ymax : None, |
|
297 | ymax : None, | |
| 297 | zmin : None, |
|
298 | zmin : None, | |
| 298 | zmax : None |
|
299 | zmax : None | |
| 299 | """ |
|
300 | """ | |
| 300 |
|
301 | |||
| 301 | if pairsList == None: |
|
302 | if pairsList == None: | |
| 302 | pairsIndexList = dataOut.pairsIndexList |
|
303 | pairsIndexList = dataOut.pairsIndexList | |
| 303 | else: |
|
304 | else: | |
| 304 | pairsIndexList = [] |
|
305 | pairsIndexList = [] | |
| 305 | for pair in pairsList: |
|
306 | for pair in pairsList: | |
| 306 | if pair not in dataOut.pairsList: |
|
307 | if pair not in dataOut.pairsList: | |
| 307 | raise ValueError, "Pair %s is not in dataOut.pairsList" %str(pair) |
|
308 | raise ValueError, "Pair %s is not in dataOut.pairsList" %str(pair) | |
| 308 | pairsIndexList.append(dataOut.pairsList.index(pair)) |
|
309 | pairsIndexList.append(dataOut.pairsList.index(pair)) | |
| 309 |
|
310 | |||
| 310 | if not pairsIndexList: |
|
311 | if not pairsIndexList: | |
| 311 | return |
|
312 | return | |
| 312 |
|
313 | |||
| 313 | if len(pairsIndexList) > 4: |
|
314 | if len(pairsIndexList) > 4: | |
| 314 | pairsIndexList = pairsIndexList[0:4] |
|
315 | pairsIndexList = pairsIndexList[0:4] | |
| 315 |
|
316 | |||
| 316 | factor = dataOut.normFactor |
|
317 | factor = dataOut.normFactor | |
| 317 | x = dataOut.getVelRange(1) |
|
318 | x = dataOut.getVelRange(1) | |
| 318 | y = dataOut.getHeiRange() |
|
319 | y = dataOut.getHeiRange() | |
| 319 | z = dataOut.data_spc[:,:,:]/factor |
|
320 | z = dataOut.data_spc[:,:,:]/factor | |
| 320 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
321 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 321 |
|
322 | |||
| 322 | noise = dataOut.noise/factor |
|
323 | noise = dataOut.noise/factor | |
| 323 |
|
324 | |||
| 324 | zdB = 10*numpy.log10(z) |
|
325 | zdB = 10*numpy.log10(z) | |
| 325 | noisedB = 10*numpy.log10(noise) |
|
326 | noisedB = 10*numpy.log10(noise) | |
| 326 |
|
327 | |||
| 327 | if coh_min == None: |
|
328 | if coh_min == None: | |
| 328 | coh_min = 0.0 |
|
329 | coh_min = 0.0 | |
| 329 | if coh_max == None: |
|
330 | if coh_max == None: | |
| 330 | coh_max = 1.0 |
|
331 | coh_max = 1.0 | |
| 331 |
|
332 | |||
| 332 | if phase_min == None: |
|
333 | if phase_min == None: | |
| 333 | phase_min = -180 |
|
334 | phase_min = -180 | |
| 334 | if phase_max == None: |
|
335 | if phase_max == None: | |
| 335 | phase_max = 180 |
|
336 | phase_max = 180 | |
| 336 |
|
337 | |||
| 337 | #thisDatetime = dataOut.datatime |
|
338 | #thisDatetime = dataOut.datatime | |
| 338 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
339 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 339 | title = wintitle + " Cross-Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
340 | title = wintitle + " Cross-Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 340 | xlabel = "Velocity (m/s)" |
|
341 | # xlabel = "Velocity (m/s)" | |
| 341 | ylabel = "Range (Km)" |
|
342 | ylabel = "Range (Km)" | |
| 342 |
|
343 | |||
|
|
344 | if xaxis == "frequency": | |||
|
|
345 | x = dataOut.getFreqRange(1)/1000. | |||
|
|
346 | xlabel = "Frequency (kHz)" | |||
|
|
347 | ||||
|
|
348 | elif xaxis == "time": | |||
|
|
349 | x = dataOut.getAcfRange(1) | |||
|
|
350 | xlabel = "Time (ms)" | |||
|
|
351 | ||||
|
|
352 | else: | |||
|
|
353 | x = dataOut.getVelRange(1) | |||
|
|
354 | xlabel = "Velocity (m/s)" | |||
|
|
355 | ||||
| 343 | if not self.isConfig: |
|
356 | if not self.isConfig: | |
| 344 |
|
357 | |||
| 345 | nplots = len(pairsIndexList) |
|
358 | nplots = len(pairsIndexList) | |
| 346 |
|
359 | |||
| 347 | self.setup(id=id, |
|
360 | self.setup(id=id, | |
| 348 | nplots=nplots, |
|
361 | nplots=nplots, | |
| 349 | wintitle=wintitle, |
|
362 | wintitle=wintitle, | |
| 350 | showprofile=False, |
|
363 | showprofile=False, | |
| 351 | show=show) |
|
364 | show=show) | |
| 352 |
|
365 | |||
| 353 | avg = numpy.abs(numpy.average(z, axis=1)) |
|
366 | avg = numpy.abs(numpy.average(z, axis=1)) | |
| 354 | avgdB = 10*numpy.log10(avg) |
|
367 | avgdB = 10*numpy.log10(avg) | |
| 355 |
|
368 | |||
| 356 | if xmin == None: xmin = numpy.nanmin(x) |
|
369 | if xmin == None: xmin = numpy.nanmin(x) | |
| 357 | if xmax == None: xmax = numpy.nanmax(x) |
|
370 | if xmax == None: xmax = numpy.nanmax(x) | |
| 358 | if ymin == None: ymin = numpy.nanmin(y) |
|
371 | if ymin == None: ymin = numpy.nanmin(y) | |
| 359 | if ymax == None: ymax = numpy.nanmax(y) |
|
372 | if ymax == None: ymax = numpy.nanmax(y) | |
| 360 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 |
|
373 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 | |
| 361 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 |
|
374 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 | |
| 362 |
|
375 | |||
| 363 | self.FTP_WEI = ftp_wei |
|
376 | self.FTP_WEI = ftp_wei | |
| 364 | self.EXP_CODE = exp_code |
|
377 | self.EXP_CODE = exp_code | |
| 365 | self.SUB_EXP_CODE = sub_exp_code |
|
378 | self.SUB_EXP_CODE = sub_exp_code | |
| 366 | self.PLOT_POS = plot_pos |
|
379 | self.PLOT_POS = plot_pos | |
| 367 |
|
380 | |||
| 368 | self.isConfig = True |
|
381 | self.isConfig = True | |
| 369 |
|
382 | |||
| 370 | self.setWinTitle(title) |
|
383 | self.setWinTitle(title) | |
| 371 |
|
384 | |||
| 372 | for i in range(self.nplots): |
|
385 | for i in range(self.nplots): | |
| 373 | pair = dataOut.pairsList[pairsIndexList[i]] |
|
386 | pair = dataOut.pairsList[pairsIndexList[i]] | |
| 374 |
|
387 | |||
| 375 | chan_index0 = dataOut.channelList.index(pair[0]) |
|
388 | chan_index0 = dataOut.channelList.index(pair[0]) | |
| 376 | chan_index1 = dataOut.channelList.index(pair[1]) |
|
389 | chan_index1 = dataOut.channelList.index(pair[1]) | |
| 377 |
|
390 | |||
| 378 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
391 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 379 | title = "Ch%d: %4.2fdB: %s" %(pair[0], noisedB[chan_index0], str_datetime) |
|
392 | title = "Ch%d: %4.2fdB: %s" %(pair[0], noisedB[chan_index0], str_datetime) | |
| 380 | zdB = 10.*numpy.log10(dataOut.data_spc[chan_index0,:,:]/factor) |
|
393 | zdB = 10.*numpy.log10(dataOut.data_spc[chan_index0,:,:]/factor) | |
| 381 | axes0 = self.axesList[i*self.__nsubplots] |
|
394 | axes0 = self.axesList[i*self.__nsubplots] | |
| 382 | axes0.pcolor(x, y, zdB, |
|
395 | axes0.pcolor(x, y, zdB, | |
| 383 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
396 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 384 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
397 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 385 | ticksize=9, colormap=power_cmap, cblabel='') |
|
398 | ticksize=9, colormap=power_cmap, cblabel='') | |
| 386 |
|
399 | |||
| 387 | title = "Ch%d: %4.2fdB: %s" %(pair[1], noisedB[chan_index1], str_datetime) |
|
400 | title = "Ch%d: %4.2fdB: %s" %(pair[1], noisedB[chan_index1], str_datetime) | |
| 388 | zdB = 10.*numpy.log10(dataOut.data_spc[chan_index1,:,:]/factor) |
|
401 | zdB = 10.*numpy.log10(dataOut.data_spc[chan_index1,:,:]/factor) | |
| 389 | axes0 = self.axesList[i*self.__nsubplots+1] |
|
402 | axes0 = self.axesList[i*self.__nsubplots+1] | |
| 390 | axes0.pcolor(x, y, zdB, |
|
403 | axes0.pcolor(x, y, zdB, | |
| 391 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
404 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 392 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
405 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 393 | ticksize=9, colormap=power_cmap, cblabel='') |
|
406 | ticksize=9, colormap=power_cmap, cblabel='') | |
| 394 |
|
407 | |||
| 395 | coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[chan_index0,:,:]*dataOut.data_spc[chan_index1,:,:]) |
|
408 | coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[chan_index0,:,:]*dataOut.data_spc[chan_index1,:,:]) | |
| 396 | coherence = numpy.abs(coherenceComplex) |
|
409 | coherence = numpy.abs(coherenceComplex) | |
| 397 | # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi |
|
410 | # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi | |
| 398 | phase = numpy.arctan2(coherenceComplex.imag, coherenceComplex.real)*180/numpy.pi |
|
411 | phase = numpy.arctan2(coherenceComplex.imag, coherenceComplex.real)*180/numpy.pi | |
| 399 |
|
412 | |||
| 400 | title = "Coherence Ch%d * Ch%d" %(pair[0], pair[1]) |
|
413 | title = "Coherence Ch%d * Ch%d" %(pair[0], pair[1]) | |
| 401 | axes0 = self.axesList[i*self.__nsubplots+2] |
|
414 | axes0 = self.axesList[i*self.__nsubplots+2] | |
| 402 | axes0.pcolor(x, y, coherence, |
|
415 | axes0.pcolor(x, y, coherence, | |
| 403 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=coh_min, zmax=coh_max, |
|
416 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=coh_min, zmax=coh_max, | |
| 404 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
417 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 405 | ticksize=9, colormap=coherence_cmap, cblabel='') |
|
418 | ticksize=9, colormap=coherence_cmap, cblabel='') | |
| 406 |
|
419 | |||
| 407 | title = "Phase Ch%d * Ch%d" %(pair[0], pair[1]) |
|
420 | title = "Phase Ch%d * Ch%d" %(pair[0], pair[1]) | |
| 408 | axes0 = self.axesList[i*self.__nsubplots+3] |
|
421 | axes0 = self.axesList[i*self.__nsubplots+3] | |
| 409 | axes0.pcolor(x, y, phase, |
|
422 | axes0.pcolor(x, y, phase, | |
| 410 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=phase_min, zmax=phase_max, |
|
423 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=phase_min, zmax=phase_max, | |
| 411 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
424 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 412 | ticksize=9, colormap=phase_cmap, cblabel='') |
|
425 | ticksize=9, colormap=phase_cmap, cblabel='') | |
| 413 |
|
426 | |||
| 414 |
|
427 | |||
| 415 |
|
428 | |||
| 416 | self.draw() |
|
429 | self.draw() | |
| 417 |
|
430 | |||
| 418 | self.save(figpath=figpath, |
|
431 | self.save(figpath=figpath, | |
| 419 | figfile=figfile, |
|
432 | figfile=figfile, | |
| 420 | save=save, |
|
433 | save=save, | |
| 421 | ftp=ftp, |
|
434 | ftp=ftp, | |
| 422 | wr_period=wr_period, |
|
435 | wr_period=wr_period, | |
| 423 | thisDatetime=thisDatetime) |
|
436 | thisDatetime=thisDatetime) | |
| 424 |
|
437 | |||
| 425 |
|
438 | |||
| 426 | class RTIPlot(Figure): |
|
439 | class RTIPlot(Figure): | |
| 427 |
|
440 | |||
| 428 | __isConfig = None |
|
441 | __isConfig = None | |
| 429 | __nsubplots = None |
|
442 | __nsubplots = None | |
| 430 |
|
443 | |||
| 431 | WIDTHPROF = None |
|
444 | WIDTHPROF = None | |
| 432 | HEIGHTPROF = None |
|
445 | HEIGHTPROF = None | |
| 433 | PREFIX = 'rti' |
|
446 | PREFIX = 'rti' | |
| 434 |
|
447 | |||
| 435 | def __init__(self): |
|
448 | def __init__(self): | |
| 436 |
|
449 | |||
| 437 | self.timerange = None |
|
450 | self.timerange = None | |
| 438 | self.isConfig = False |
|
451 | self.isConfig = False | |
| 439 | self.__nsubplots = 1 |
|
452 | self.__nsubplots = 1 | |
| 440 |
|
453 | |||
| 441 | self.WIDTH = 800 |
|
454 | self.WIDTH = 800 | |
| 442 | self.HEIGHT = 180 |
|
455 | self.HEIGHT = 180 | |
| 443 | self.WIDTHPROF = 120 |
|
456 | self.WIDTHPROF = 120 | |
| 444 | self.HEIGHTPROF = 0 |
|
457 | self.HEIGHTPROF = 0 | |
| 445 | self.counter_imagwr = 0 |
|
458 | self.counter_imagwr = 0 | |
| 446 |
|
459 | |||
| 447 | self.PLOT_CODE = RTI_CODE |
|
460 | self.PLOT_CODE = RTI_CODE | |
| 448 |
|
461 | |||
| 449 | self.FTP_WEI = None |
|
462 | self.FTP_WEI = None | |
| 450 | self.EXP_CODE = None |
|
463 | self.EXP_CODE = None | |
| 451 | self.SUB_EXP_CODE = None |
|
464 | self.SUB_EXP_CODE = None | |
| 452 | self.PLOT_POS = None |
|
465 | self.PLOT_POS = None | |
| 453 | self.tmin = None |
|
466 | self.tmin = None | |
| 454 | self.tmax = None |
|
467 | self.tmax = None | |
| 455 |
|
468 | |||
| 456 | self.xmin = None |
|
469 | self.xmin = None | |
| 457 | self.xmax = None |
|
470 | self.xmax = None | |
| 458 |
|
471 | |||
| 459 | self.figfile = None |
|
472 | self.figfile = None | |
| 460 |
|
473 | |||
| 461 | def getSubplots(self): |
|
474 | def getSubplots(self): | |
| 462 |
|
475 | |||
| 463 | ncol = 1 |
|
476 | ncol = 1 | |
| 464 | nrow = self.nplots |
|
477 | nrow = self.nplots | |
| 465 |
|
478 | |||
| 466 | return nrow, ncol |
|
479 | return nrow, ncol | |
| 467 |
|
480 | |||
| 468 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
481 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 469 |
|
482 | |||
| 470 | self.__showprofile = showprofile |
|
483 | self.__showprofile = showprofile | |
| 471 | self.nplots = nplots |
|
484 | self.nplots = nplots | |
| 472 |
|
485 | |||
| 473 | ncolspan = 1 |
|
486 | ncolspan = 1 | |
| 474 | colspan = 1 |
|
487 | colspan = 1 | |
| 475 | if showprofile: |
|
488 | if showprofile: | |
| 476 | ncolspan = 7 |
|
489 | ncolspan = 7 | |
| 477 | colspan = 6 |
|
490 | colspan = 6 | |
| 478 | self.__nsubplots = 2 |
|
491 | self.__nsubplots = 2 | |
| 479 |
|
492 | |||
| 480 | self.createFigure(id = id, |
|
493 | self.createFigure(id = id, | |
| 481 | wintitle = wintitle, |
|
494 | wintitle = wintitle, | |
| 482 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
495 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 483 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
496 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 484 | show=show) |
|
497 | show=show) | |
| 485 |
|
498 | |||
| 486 | nrow, ncol = self.getSubplots() |
|
499 | nrow, ncol = self.getSubplots() | |
| 487 |
|
500 | |||
| 488 | counter = 0 |
|
501 | counter = 0 | |
| 489 | for y in range(nrow): |
|
502 | for y in range(nrow): | |
| 490 | for x in range(ncol): |
|
503 | for x in range(ncol): | |
| 491 |
|
504 | |||
| 492 | if counter >= self.nplots: |
|
505 | if counter >= self.nplots: | |
| 493 | break |
|
506 | break | |
| 494 |
|
507 | |||
| 495 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
508 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 496 |
|
509 | |||
| 497 | if showprofile: |
|
510 | if showprofile: | |
| 498 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
511 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 499 |
|
512 | |||
| 500 | counter += 1 |
|
513 | counter += 1 | |
| 501 |
|
514 | |||
| 502 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', |
|
515 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', | |
| 503 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
516 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 504 | timerange=None, |
|
517 | timerange=None, | |
| 505 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
518 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 506 | server=None, folder=None, username=None, password=None, |
|
519 | server=None, folder=None, username=None, password=None, | |
| 507 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
520 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 508 |
|
521 | |||
| 509 | """ |
|
522 | """ | |
| 510 |
|
523 | |||
| 511 | Input: |
|
524 | Input: | |
| 512 | dataOut : |
|
525 | dataOut : | |
| 513 | id : |
|
526 | id : | |
| 514 | wintitle : |
|
527 | wintitle : | |
| 515 | channelList : |
|
528 | channelList : | |
| 516 | showProfile : |
|
529 | showProfile : | |
| 517 | xmin : None, |
|
530 | xmin : None, | |
| 518 | xmax : None, |
|
531 | xmax : None, | |
| 519 | ymin : None, |
|
532 | ymin : None, | |
| 520 | ymax : None, |
|
533 | ymax : None, | |
| 521 | zmin : None, |
|
534 | zmin : None, | |
| 522 | zmax : None |
|
535 | zmax : None | |
| 523 | """ |
|
536 | """ | |
| 524 |
|
537 | |||
| 525 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): |
|
538 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): | |
| 526 | return |
|
539 | return | |
| 527 |
|
540 | |||
| 528 | if channelList == None: |
|
541 | if channelList == None: | |
| 529 | channelIndexList = dataOut.channelIndexList |
|
542 | channelIndexList = dataOut.channelIndexList | |
| 530 | else: |
|
543 | else: | |
| 531 | channelIndexList = [] |
|
544 | channelIndexList = [] | |
| 532 | for channel in channelList: |
|
545 | for channel in channelList: | |
| 533 | if channel not in dataOut.channelList: |
|
546 | if channel not in dataOut.channelList: | |
| 534 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
547 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 535 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
548 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 536 |
|
549 | |||
| 537 | factor = dataOut.normFactor |
|
550 | factor = dataOut.normFactor | |
| 538 | x = dataOut.getTimeRange() |
|
551 | x = dataOut.getTimeRange() | |
| 539 | y = dataOut.getHeiRange() |
|
552 | y = dataOut.getHeiRange() | |
| 540 |
|
553 | |||
| 541 | z = dataOut.data_spc/factor |
|
554 | z = dataOut.data_spc/factor | |
| 542 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
555 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 543 | avg = numpy.average(z, axis=1) |
|
556 | avg = numpy.average(z, axis=1) | |
| 544 |
|
557 | |||
| 545 | avgdB = 10.*numpy.log10(avg) |
|
558 | avgdB = 10.*numpy.log10(avg) | |
| 546 |
|
559 | |||
| 547 | thisDatetime = dataOut.datatime |
|
560 | thisDatetime = dataOut.datatime | |
| 548 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
561 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 549 | title = wintitle + " RTI" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
562 | title = wintitle + " RTI" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 550 | xlabel = "" |
|
563 | xlabel = "" | |
| 551 | ylabel = "Range (Km)" |
|
564 | ylabel = "Range (Km)" | |
| 552 |
|
565 | |||
| 553 | update_figfile = False |
|
566 | update_figfile = False | |
| 554 |
|
567 | |||
| 555 | if dataOut.ltctime >= self.xmax: |
|
568 | if dataOut.ltctime >= self.xmax: | |
| 556 | self.counter_imagwr = wr_period |
|
569 | self.counter_imagwr = wr_period | |
| 557 | self.isConfig = False |
|
570 | self.isConfig = False | |
| 558 | update_figfile = True |
|
571 | update_figfile = True | |
| 559 |
|
572 | |||
| 560 | if not self.isConfig: |
|
573 | if not self.isConfig: | |
| 561 |
|
574 | |||
| 562 | nplots = len(channelIndexList) |
|
575 | nplots = len(channelIndexList) | |
| 563 |
|
576 | |||
| 564 | self.setup(id=id, |
|
577 | self.setup(id=id, | |
| 565 | nplots=nplots, |
|
578 | nplots=nplots, | |
| 566 | wintitle=wintitle, |
|
579 | wintitle=wintitle, | |
| 567 | showprofile=showprofile, |
|
580 | showprofile=showprofile, | |
| 568 | show=show) |
|
581 | show=show) | |
| 569 |
|
582 | |||
| 570 | if timerange != None: |
|
583 | if timerange != None: | |
| 571 | self.timerange = timerange |
|
584 | self.timerange = timerange | |
| 572 |
|
585 | |||
| 573 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
586 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 574 |
|
587 | |||
| 575 | noise = dataOut.noise/factor |
|
588 | noise = dataOut.noise/factor | |
| 576 | noisedB = 10*numpy.log10(noise) |
|
589 | noisedB = 10*numpy.log10(noise) | |
| 577 |
|
590 | |||
| 578 | if ymin == None: ymin = numpy.nanmin(y) |
|
591 | if ymin == None: ymin = numpy.nanmin(y) | |
| 579 | if ymax == None: ymax = numpy.nanmax(y) |
|
592 | if ymax == None: ymax = numpy.nanmax(y) | |
| 580 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 |
|
593 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 | |
| 581 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 |
|
594 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 | |
| 582 |
|
595 | |||
| 583 | self.FTP_WEI = ftp_wei |
|
596 | self.FTP_WEI = ftp_wei | |
| 584 | self.EXP_CODE = exp_code |
|
597 | self.EXP_CODE = exp_code | |
| 585 | self.SUB_EXP_CODE = sub_exp_code |
|
598 | self.SUB_EXP_CODE = sub_exp_code | |
| 586 | self.PLOT_POS = plot_pos |
|
599 | self.PLOT_POS = plot_pos | |
| 587 |
|
600 | |||
| 588 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
601 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 589 | self.isConfig = True |
|
602 | self.isConfig = True | |
| 590 | self.figfile = figfile |
|
603 | self.figfile = figfile | |
| 591 | update_figfile = True |
|
604 | update_figfile = True | |
| 592 |
|
605 | |||
| 593 | self.setWinTitle(title) |
|
606 | self.setWinTitle(title) | |
| 594 |
|
607 | |||
| 595 | for i in range(self.nplots): |
|
608 | for i in range(self.nplots): | |
| 596 | index = channelIndexList[i] |
|
609 | index = channelIndexList[i] | |
| 597 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
610 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 598 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
611 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 599 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
612 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 600 | axes = self.axesList[i*self.__nsubplots] |
|
613 | axes = self.axesList[i*self.__nsubplots] | |
| 601 | zdB = avgdB[index].reshape((1,-1)) |
|
614 | zdB = avgdB[index].reshape((1,-1)) | |
| 602 | axes.pcolorbuffer(x, y, zdB, |
|
615 | axes.pcolorbuffer(x, y, zdB, | |
| 603 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
616 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 604 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
617 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 605 | ticksize=9, cblabel='', cbsize="1%") |
|
618 | ticksize=9, cblabel='', cbsize="1%") | |
| 606 |
|
619 | |||
| 607 | if self.__showprofile: |
|
620 | if self.__showprofile: | |
| 608 | axes = self.axesList[i*self.__nsubplots +1] |
|
621 | axes = self.axesList[i*self.__nsubplots +1] | |
| 609 | axes.pline(avgdB[index], y, |
|
622 | axes.pline(avgdB[index], y, | |
| 610 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
623 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 611 | xlabel='dB', ylabel='', title='', |
|
624 | xlabel='dB', ylabel='', title='', | |
| 612 | ytick_visible=False, |
|
625 | ytick_visible=False, | |
| 613 | grid='x') |
|
626 | grid='x') | |
| 614 |
|
627 | |||
| 615 | self.draw() |
|
628 | self.draw() | |
| 616 |
|
629 | |||
| 617 | self.save(figpath=figpath, |
|
630 | self.save(figpath=figpath, | |
| 618 | figfile=figfile, |
|
631 | figfile=figfile, | |
| 619 | save=save, |
|
632 | save=save, | |
| 620 | ftp=ftp, |
|
633 | ftp=ftp, | |
| 621 | wr_period=wr_period, |
|
634 | wr_period=wr_period, | |
| 622 | thisDatetime=thisDatetime, |
|
635 | thisDatetime=thisDatetime, | |
| 623 | update_figfile=update_figfile) |
|
636 | update_figfile=update_figfile) | |
| 624 |
|
637 | |||
| 625 | class CoherenceMap(Figure): |
|
638 | class CoherenceMap(Figure): | |
| 626 | isConfig = None |
|
639 | isConfig = None | |
| 627 | __nsubplots = None |
|
640 | __nsubplots = None | |
| 628 |
|
641 | |||
| 629 | WIDTHPROF = None |
|
642 | WIDTHPROF = None | |
| 630 | HEIGHTPROF = None |
|
643 | HEIGHTPROF = None | |
| 631 | PREFIX = 'cmap' |
|
644 | PREFIX = 'cmap' | |
| 632 |
|
645 | |||
| 633 | def __init__(self): |
|
646 | def __init__(self): | |
| 634 | self.timerange = 2*60*60 |
|
647 | self.timerange = 2*60*60 | |
| 635 | self.isConfig = False |
|
648 | self.isConfig = False | |
| 636 | self.__nsubplots = 1 |
|
649 | self.__nsubplots = 1 | |
| 637 |
|
650 | |||
| 638 | self.WIDTH = 800 |
|
651 | self.WIDTH = 800 | |
| 639 | self.HEIGHT = 180 |
|
652 | self.HEIGHT = 180 | |
| 640 | self.WIDTHPROF = 120 |
|
653 | self.WIDTHPROF = 120 | |
| 641 | self.HEIGHTPROF = 0 |
|
654 | self.HEIGHTPROF = 0 | |
| 642 | self.counter_imagwr = 0 |
|
655 | self.counter_imagwr = 0 | |
| 643 |
|
656 | |||
| 644 | self.PLOT_CODE = COH_CODE |
|
657 | self.PLOT_CODE = COH_CODE | |
| 645 |
|
658 | |||
| 646 | self.FTP_WEI = None |
|
659 | self.FTP_WEI = None | |
| 647 | self.EXP_CODE = None |
|
660 | self.EXP_CODE = None | |
| 648 | self.SUB_EXP_CODE = None |
|
661 | self.SUB_EXP_CODE = None | |
| 649 | self.PLOT_POS = None |
|
662 | self.PLOT_POS = None | |
| 650 | self.counter_imagwr = 0 |
|
663 | self.counter_imagwr = 0 | |
| 651 |
|
664 | |||
| 652 | self.xmin = None |
|
665 | self.xmin = None | |
| 653 | self.xmax = None |
|
666 | self.xmax = None | |
| 654 |
|
667 | |||
| 655 | def getSubplots(self): |
|
668 | def getSubplots(self): | |
| 656 | ncol = 1 |
|
669 | ncol = 1 | |
| 657 | nrow = self.nplots*2 |
|
670 | nrow = self.nplots*2 | |
| 658 |
|
671 | |||
| 659 | return nrow, ncol |
|
672 | return nrow, ncol | |
| 660 |
|
673 | |||
| 661 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
674 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 662 | self.__showprofile = showprofile |
|
675 | self.__showprofile = showprofile | |
| 663 | self.nplots = nplots |
|
676 | self.nplots = nplots | |
| 664 |
|
677 | |||
| 665 | ncolspan = 1 |
|
678 | ncolspan = 1 | |
| 666 | colspan = 1 |
|
679 | colspan = 1 | |
| 667 | if showprofile: |
|
680 | if showprofile: | |
| 668 | ncolspan = 7 |
|
681 | ncolspan = 7 | |
| 669 | colspan = 6 |
|
682 | colspan = 6 | |
| 670 | self.__nsubplots = 2 |
|
683 | self.__nsubplots = 2 | |
| 671 |
|
684 | |||
| 672 | self.createFigure(id = id, |
|
685 | self.createFigure(id = id, | |
| 673 | wintitle = wintitle, |
|
686 | wintitle = wintitle, | |
| 674 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
687 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 675 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
688 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 676 | show=True) |
|
689 | show=True) | |
| 677 |
|
690 | |||
| 678 | nrow, ncol = self.getSubplots() |
|
691 | nrow, ncol = self.getSubplots() | |
| 679 |
|
692 | |||
| 680 | for y in range(nrow): |
|
693 | for y in range(nrow): | |
| 681 | for x in range(ncol): |
|
694 | for x in range(ncol): | |
| 682 |
|
695 | |||
| 683 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
696 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 684 |
|
697 | |||
| 685 | if showprofile: |
|
698 | if showprofile: | |
| 686 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
699 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 687 |
|
700 | |||
| 688 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', |
|
701 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', | |
| 689 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
702 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 690 | timerange=None, phase_min=None, phase_max=None, |
|
703 | timerange=None, phase_min=None, phase_max=None, | |
| 691 | save=False, figpath='./', figfile=None, ftp=False, wr_period=1, |
|
704 | save=False, figpath='./', figfile=None, ftp=False, wr_period=1, | |
| 692 | coherence_cmap='jet', phase_cmap='RdBu_r', show=True, |
|
705 | coherence_cmap='jet', phase_cmap='RdBu_r', show=True, | |
| 693 | server=None, folder=None, username=None, password=None, |
|
706 | server=None, folder=None, username=None, password=None, | |
| 694 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
707 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 695 |
|
708 | |||
| 696 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): |
|
709 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): | |
| 697 | return |
|
710 | return | |
| 698 |
|
711 | |||
| 699 | if pairsList == None: |
|
712 | if pairsList == None: | |
| 700 | pairsIndexList = dataOut.pairsIndexList |
|
713 | pairsIndexList = dataOut.pairsIndexList | |
| 701 | else: |
|
714 | else: | |
| 702 | pairsIndexList = [] |
|
715 | pairsIndexList = [] | |
| 703 | for pair in pairsList: |
|
716 | for pair in pairsList: | |
| 704 | if pair not in dataOut.pairsList: |
|
717 | if pair not in dataOut.pairsList: | |
| 705 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) |
|
718 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) | |
| 706 | pairsIndexList.append(dataOut.pairsList.index(pair)) |
|
719 | pairsIndexList.append(dataOut.pairsList.index(pair)) | |
| 707 |
|
720 | |||
| 708 | if pairsIndexList == []: |
|
721 | if pairsIndexList == []: | |
| 709 | return |
|
722 | return | |
| 710 |
|
723 | |||
| 711 | if len(pairsIndexList) > 4: |
|
724 | if len(pairsIndexList) > 4: | |
| 712 | pairsIndexList = pairsIndexList[0:4] |
|
725 | pairsIndexList = pairsIndexList[0:4] | |
| 713 |
|
726 | |||
| 714 | if phase_min == None: |
|
727 | if phase_min == None: | |
| 715 | phase_min = -180 |
|
728 | phase_min = -180 | |
| 716 | if phase_max == None: |
|
729 | if phase_max == None: | |
| 717 | phase_max = 180 |
|
730 | phase_max = 180 | |
| 718 |
|
731 | |||
| 719 | x = dataOut.getTimeRange() |
|
732 | x = dataOut.getTimeRange() | |
| 720 | y = dataOut.getHeiRange() |
|
733 | y = dataOut.getHeiRange() | |
| 721 |
|
734 | |||
| 722 | thisDatetime = dataOut.datatime |
|
735 | thisDatetime = dataOut.datatime | |
| 723 |
|
736 | |||
| 724 | title = wintitle + " CoherenceMap" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
737 | title = wintitle + " CoherenceMap" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 725 | xlabel = "" |
|
738 | xlabel = "" | |
| 726 | ylabel = "Range (Km)" |
|
739 | ylabel = "Range (Km)" | |
| 727 | update_figfile = False |
|
740 | update_figfile = False | |
| 728 |
|
741 | |||
| 729 | if not self.isConfig: |
|
742 | if not self.isConfig: | |
| 730 | nplots = len(pairsIndexList) |
|
743 | nplots = len(pairsIndexList) | |
| 731 | self.setup(id=id, |
|
744 | self.setup(id=id, | |
| 732 | nplots=nplots, |
|
745 | nplots=nplots, | |
| 733 | wintitle=wintitle, |
|
746 | wintitle=wintitle, | |
| 734 | showprofile=showprofile, |
|
747 | showprofile=showprofile, | |
| 735 | show=show) |
|
748 | show=show) | |
| 736 |
|
749 | |||
| 737 | if timerange != None: |
|
750 | if timerange != None: | |
| 738 | self.timerange = timerange |
|
751 | self.timerange = timerange | |
| 739 |
|
752 | |||
| 740 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
753 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 741 |
|
754 | |||
| 742 | if ymin == None: ymin = numpy.nanmin(y) |
|
755 | if ymin == None: ymin = numpy.nanmin(y) | |
| 743 | if ymax == None: ymax = numpy.nanmax(y) |
|
756 | if ymax == None: ymax = numpy.nanmax(y) | |
| 744 | if zmin == None: zmin = 0. |
|
757 | if zmin == None: zmin = 0. | |
| 745 | if zmax == None: zmax = 1. |
|
758 | if zmax == None: zmax = 1. | |
| 746 |
|
759 | |||
| 747 | self.FTP_WEI = ftp_wei |
|
760 | self.FTP_WEI = ftp_wei | |
| 748 | self.EXP_CODE = exp_code |
|
761 | self.EXP_CODE = exp_code | |
| 749 | self.SUB_EXP_CODE = sub_exp_code |
|
762 | self.SUB_EXP_CODE = sub_exp_code | |
| 750 | self.PLOT_POS = plot_pos |
|
763 | self.PLOT_POS = plot_pos | |
| 751 |
|
764 | |||
| 752 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
765 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 753 |
|
766 | |||
| 754 | self.isConfig = True |
|
767 | self.isConfig = True | |
| 755 | update_figfile = True |
|
768 | update_figfile = True | |
| 756 |
|
769 | |||
| 757 | self.setWinTitle(title) |
|
770 | self.setWinTitle(title) | |
| 758 |
|
771 | |||
| 759 | for i in range(self.nplots): |
|
772 | for i in range(self.nplots): | |
| 760 |
|
773 | |||
| 761 | pair = dataOut.pairsList[pairsIndexList[i]] |
|
774 | pair = dataOut.pairsList[pairsIndexList[i]] | |
| 762 |
|
775 | |||
| 763 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i],:,:],axis=0) |
|
776 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i],:,:],axis=0) | |
| 764 | powa = numpy.average(dataOut.data_spc[pair[0],:,:],axis=0) |
|
777 | powa = numpy.average(dataOut.data_spc[pair[0],:,:],axis=0) | |
| 765 | powb = numpy.average(dataOut.data_spc[pair[1],:,:],axis=0) |
|
778 | powb = numpy.average(dataOut.data_spc[pair[1],:,:],axis=0) | |
| 766 |
|
779 | |||
| 767 |
|
780 | |||
| 768 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) |
|
781 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) | |
| 769 | coherence = numpy.abs(avgcoherenceComplex) |
|
782 | coherence = numpy.abs(avgcoherenceComplex) | |
| 770 |
|
783 | |||
| 771 | z = coherence.reshape((1,-1)) |
|
784 | z = coherence.reshape((1,-1)) | |
| 772 |
|
785 | |||
| 773 | counter = 0 |
|
786 | counter = 0 | |
| 774 |
|
787 | |||
| 775 | title = "Coherence Ch%d * Ch%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
788 | title = "Coherence Ch%d * Ch%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 776 | axes = self.axesList[i*self.__nsubplots*2] |
|
789 | axes = self.axesList[i*self.__nsubplots*2] | |
| 777 | axes.pcolorbuffer(x, y, z, |
|
790 | axes.pcolorbuffer(x, y, z, | |
| 778 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
791 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 779 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
792 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 780 | ticksize=9, cblabel='', colormap=coherence_cmap, cbsize="1%") |
|
793 | ticksize=9, cblabel='', colormap=coherence_cmap, cbsize="1%") | |
| 781 |
|
794 | |||
| 782 | if self.__showprofile: |
|
795 | if self.__showprofile: | |
| 783 | counter += 1 |
|
796 | counter += 1 | |
| 784 | axes = self.axesList[i*self.__nsubplots*2 + counter] |
|
797 | axes = self.axesList[i*self.__nsubplots*2 + counter] | |
| 785 | axes.pline(coherence, y, |
|
798 | axes.pline(coherence, y, | |
| 786 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
799 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 787 | xlabel='', ylabel='', title='', ticksize=7, |
|
800 | xlabel='', ylabel='', title='', ticksize=7, | |
| 788 | ytick_visible=False, nxticks=5, |
|
801 | ytick_visible=False, nxticks=5, | |
| 789 | grid='x') |
|
802 | grid='x') | |
| 790 |
|
803 | |||
| 791 | counter += 1 |
|
804 | counter += 1 | |
| 792 |
|
805 | |||
| 793 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi |
|
806 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi | |
| 794 |
|
807 | |||
| 795 | z = phase.reshape((1,-1)) |
|
808 | z = phase.reshape((1,-1)) | |
| 796 |
|
809 | |||
| 797 | title = "Phase Ch%d * Ch%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
810 | title = "Phase Ch%d * Ch%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 798 | axes = self.axesList[i*self.__nsubplots*2 + counter] |
|
811 | axes = self.axesList[i*self.__nsubplots*2 + counter] | |
| 799 | axes.pcolorbuffer(x, y, z, |
|
812 | axes.pcolorbuffer(x, y, z, | |
| 800 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=phase_min, zmax=phase_max, |
|
813 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=phase_min, zmax=phase_max, | |
| 801 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
814 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 802 | ticksize=9, cblabel='', colormap=phase_cmap, cbsize="1%") |
|
815 | ticksize=9, cblabel='', colormap=phase_cmap, cbsize="1%") | |
| 803 |
|
816 | |||
| 804 | if self.__showprofile: |
|
817 | if self.__showprofile: | |
| 805 | counter += 1 |
|
818 | counter += 1 | |
| 806 | axes = self.axesList[i*self.__nsubplots*2 + counter] |
|
819 | axes = self.axesList[i*self.__nsubplots*2 + counter] | |
| 807 | axes.pline(phase, y, |
|
820 | axes.pline(phase, y, | |
| 808 | xmin=phase_min, xmax=phase_max, ymin=ymin, ymax=ymax, |
|
821 | xmin=phase_min, xmax=phase_max, ymin=ymin, ymax=ymax, | |
| 809 | xlabel='', ylabel='', title='', ticksize=7, |
|
822 | xlabel='', ylabel='', title='', ticksize=7, | |
| 810 | ytick_visible=False, nxticks=4, |
|
823 | ytick_visible=False, nxticks=4, | |
| 811 | grid='x') |
|
824 | grid='x') | |
| 812 |
|
825 | |||
| 813 | self.draw() |
|
826 | self.draw() | |
| 814 |
|
827 | |||
| 815 | if dataOut.ltctime >= self.xmax: |
|
828 | if dataOut.ltctime >= self.xmax: | |
| 816 | self.counter_imagwr = wr_period |
|
829 | self.counter_imagwr = wr_period | |
| 817 | self.isConfig = False |
|
830 | self.isConfig = False | |
| 818 | update_figfile = True |
|
831 | update_figfile = True | |
| 819 |
|
832 | |||
| 820 | self.save(figpath=figpath, |
|
833 | self.save(figpath=figpath, | |
| 821 | figfile=figfile, |
|
834 | figfile=figfile, | |
| 822 | save=save, |
|
835 | save=save, | |
| 823 | ftp=ftp, |
|
836 | ftp=ftp, | |
| 824 | wr_period=wr_period, |
|
837 | wr_period=wr_period, | |
| 825 | thisDatetime=thisDatetime, |
|
838 | thisDatetime=thisDatetime, | |
| 826 | update_figfile=update_figfile) |
|
839 | update_figfile=update_figfile) | |
| 827 |
|
840 | |||
| 828 | class PowerProfilePlot(Figure): |
|
841 | class PowerProfilePlot(Figure): | |
| 829 |
|
842 | |||
| 830 | isConfig = None |
|
843 | isConfig = None | |
| 831 | __nsubplots = None |
|
844 | __nsubplots = None | |
| 832 |
|
845 | |||
| 833 | WIDTHPROF = None |
|
846 | WIDTHPROF = None | |
| 834 | HEIGHTPROF = None |
|
847 | HEIGHTPROF = None | |
| 835 | PREFIX = 'spcprofile' |
|
848 | PREFIX = 'spcprofile' | |
| 836 |
|
849 | |||
| 837 | def __init__(self): |
|
850 | def __init__(self): | |
| 838 | self.isConfig = False |
|
851 | self.isConfig = False | |
| 839 | self.__nsubplots = 1 |
|
852 | self.__nsubplots = 1 | |
| 840 |
|
853 | |||
| 841 | self.PLOT_CODE = POWER_CODE |
|
854 | self.PLOT_CODE = POWER_CODE | |
| 842 |
|
855 | |||
| 843 | self.WIDTH = 300 |
|
856 | self.WIDTH = 300 | |
| 844 | self.HEIGHT = 500 |
|
857 | self.HEIGHT = 500 | |
| 845 | self.counter_imagwr = 0 |
|
858 | self.counter_imagwr = 0 | |
| 846 |
|
859 | |||
| 847 | def getSubplots(self): |
|
860 | def getSubplots(self): | |
| 848 | ncol = 1 |
|
861 | ncol = 1 | |
| 849 | nrow = 1 |
|
862 | nrow = 1 | |
| 850 |
|
863 | |||
| 851 | return nrow, ncol |
|
864 | return nrow, ncol | |
| 852 |
|
865 | |||
| 853 | def setup(self, id, nplots, wintitle, show): |
|
866 | def setup(self, id, nplots, wintitle, show): | |
| 854 |
|
867 | |||
| 855 | self.nplots = nplots |
|
868 | self.nplots = nplots | |
| 856 |
|
869 | |||
| 857 | ncolspan = 1 |
|
870 | ncolspan = 1 | |
| 858 | colspan = 1 |
|
871 | colspan = 1 | |
| 859 |
|
872 | |||
| 860 | self.createFigure(id = id, |
|
873 | self.createFigure(id = id, | |
| 861 | wintitle = wintitle, |
|
874 | wintitle = wintitle, | |
| 862 | widthplot = self.WIDTH, |
|
875 | widthplot = self.WIDTH, | |
| 863 | heightplot = self.HEIGHT, |
|
876 | heightplot = self.HEIGHT, | |
| 864 | show=show) |
|
877 | show=show) | |
| 865 |
|
878 | |||
| 866 | nrow, ncol = self.getSubplots() |
|
879 | nrow, ncol = self.getSubplots() | |
| 867 |
|
880 | |||
| 868 | counter = 0 |
|
881 | counter = 0 | |
| 869 | for y in range(nrow): |
|
882 | for y in range(nrow): | |
| 870 | for x in range(ncol): |
|
883 | for x in range(ncol): | |
| 871 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
884 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 872 |
|
885 | |||
| 873 | def run(self, dataOut, id, wintitle="", channelList=None, |
|
886 | def run(self, dataOut, id, wintitle="", channelList=None, | |
| 874 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
887 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 875 | save=False, figpath='./', figfile=None, show=True, |
|
888 | save=False, figpath='./', figfile=None, show=True, | |
| 876 | ftp=False, wr_period=1, server=None, |
|
889 | ftp=False, wr_period=1, server=None, | |
| 877 | folder=None, username=None, password=None): |
|
890 | folder=None, username=None, password=None): | |
| 878 |
|
891 | |||
| 879 |
|
892 | |||
| 880 | if channelList == None: |
|
893 | if channelList == None: | |
| 881 | channelIndexList = dataOut.channelIndexList |
|
894 | channelIndexList = dataOut.channelIndexList | |
| 882 | channelList = dataOut.channelList |
|
895 | channelList = dataOut.channelList | |
| 883 | else: |
|
896 | else: | |
| 884 | channelIndexList = [] |
|
897 | channelIndexList = [] | |
| 885 | for channel in channelList: |
|
898 | for channel in channelList: | |
| 886 | if channel not in dataOut.channelList: |
|
899 | if channel not in dataOut.channelList: | |
| 887 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
900 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 888 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
901 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 889 |
|
902 | |||
| 890 | factor = dataOut.normFactor |
|
903 | factor = dataOut.normFactor | |
| 891 |
|
904 | |||
| 892 | y = dataOut.getHeiRange() |
|
905 | y = dataOut.getHeiRange() | |
| 893 |
|
906 | |||
| 894 | #for voltage |
|
907 | #for voltage | |
| 895 | if dataOut.type == 'Voltage': |
|
908 | if dataOut.type == 'Voltage': | |
| 896 | x = dataOut.data[channelIndexList,:] * numpy.conjugate(dataOut.data[channelIndexList,:]) |
|
909 | x = dataOut.data[channelIndexList,:] * numpy.conjugate(dataOut.data[channelIndexList,:]) | |
| 897 | x = x.real |
|
910 | x = x.real | |
| 898 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) |
|
911 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) | |
| 899 |
|
912 | |||
| 900 | #for spectra |
|
913 | #for spectra | |
| 901 | if dataOut.type == 'Spectra': |
|
914 | if dataOut.type == 'Spectra': | |
| 902 | x = dataOut.data_spc[channelIndexList,:,:]/factor |
|
915 | x = dataOut.data_spc[channelIndexList,:,:]/factor | |
| 903 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) |
|
916 | x = numpy.where(numpy.isfinite(x), x, numpy.NAN) | |
| 904 | x = numpy.average(x, axis=1) |
|
917 | x = numpy.average(x, axis=1) | |
| 905 |
|
918 | |||
| 906 |
|
919 | |||
| 907 | xdB = 10*numpy.log10(x) |
|
920 | xdB = 10*numpy.log10(x) | |
| 908 |
|
921 | |||
| 909 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
922 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 910 | title = wintitle + " Power Profile %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
923 | title = wintitle + " Power Profile %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 911 | xlabel = "dB" |
|
924 | xlabel = "dB" | |
| 912 | ylabel = "Range (Km)" |
|
925 | ylabel = "Range (Km)" | |
| 913 |
|
926 | |||
| 914 | if not self.isConfig: |
|
927 | if not self.isConfig: | |
| 915 |
|
928 | |||
| 916 | nplots = 1 |
|
929 | nplots = 1 | |
| 917 |
|
930 | |||
| 918 | self.setup(id=id, |
|
931 | self.setup(id=id, | |
| 919 | nplots=nplots, |
|
932 | nplots=nplots, | |
| 920 | wintitle=wintitle, |
|
933 | wintitle=wintitle, | |
| 921 | show=show) |
|
934 | show=show) | |
| 922 |
|
935 | |||
| 923 | if ymin == None: ymin = numpy.nanmin(y) |
|
936 | if ymin == None: ymin = numpy.nanmin(y) | |
| 924 | if ymax == None: ymax = numpy.nanmax(y) |
|
937 | if ymax == None: ymax = numpy.nanmax(y) | |
| 925 | if xmin == None: xmin = numpy.nanmin(xdB)*0.9 |
|
938 | if xmin == None: xmin = numpy.nanmin(xdB)*0.9 | |
| 926 | if xmax == None: xmax = numpy.nanmax(xdB)*1.1 |
|
939 | if xmax == None: xmax = numpy.nanmax(xdB)*1.1 | |
| 927 |
|
940 | |||
| 928 | self.isConfig = True |
|
941 | self.isConfig = True | |
| 929 |
|
942 | |||
| 930 | self.setWinTitle(title) |
|
943 | self.setWinTitle(title) | |
| 931 |
|
944 | |||
| 932 | title = "Power Profile: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
945 | title = "Power Profile: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 933 | axes = self.axesList[0] |
|
946 | axes = self.axesList[0] | |
| 934 |
|
947 | |||
| 935 | legendlabels = ["channel %d"%x for x in channelList] |
|
948 | legendlabels = ["channel %d"%x for x in channelList] | |
| 936 | axes.pmultiline(xdB, y, |
|
949 | axes.pmultiline(xdB, y, | |
| 937 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
950 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 938 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, |
|
951 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, | |
| 939 | ytick_visible=True, nxticks=5, |
|
952 | ytick_visible=True, nxticks=5, | |
| 940 | grid='x') |
|
953 | grid='x') | |
| 941 |
|
954 | |||
| 942 | self.draw() |
|
955 | self.draw() | |
| 943 |
|
956 | |||
| 944 | self.save(figpath=figpath, |
|
957 | self.save(figpath=figpath, | |
| 945 | figfile=figfile, |
|
958 | figfile=figfile, | |
| 946 | save=save, |
|
959 | save=save, | |
| 947 | ftp=ftp, |
|
960 | ftp=ftp, | |
| 948 | wr_period=wr_period, |
|
961 | wr_period=wr_period, | |
| 949 | thisDatetime=thisDatetime) |
|
962 | thisDatetime=thisDatetime) | |
| 950 |
|
963 | |||
| 951 | class SpectraCutPlot(Figure): |
|
964 | class SpectraCutPlot(Figure): | |
| 952 |
|
965 | |||
| 953 | isConfig = None |
|
966 | isConfig = None | |
| 954 | __nsubplots = None |
|
967 | __nsubplots = None | |
| 955 |
|
968 | |||
| 956 | WIDTHPROF = None |
|
969 | WIDTHPROF = None | |
| 957 | HEIGHTPROF = None |
|
970 | HEIGHTPROF = None | |
| 958 | PREFIX = 'spc_cut' |
|
971 | PREFIX = 'spc_cut' | |
| 959 |
|
972 | |||
| 960 | def __init__(self): |
|
973 | def __init__(self): | |
| 961 | self.isConfig = False |
|
974 | self.isConfig = False | |
| 962 | self.__nsubplots = 1 |
|
975 | self.__nsubplots = 1 | |
| 963 |
|
976 | |||
| 964 | self.PLOT_CODE = POWER_CODE |
|
977 | self.PLOT_CODE = POWER_CODE | |
| 965 |
|
978 | |||
| 966 | self.WIDTH = 700 |
|
979 | self.WIDTH = 700 | |
| 967 | self.HEIGHT = 500 |
|
980 | self.HEIGHT = 500 | |
| 968 | self.counter_imagwr = 0 |
|
981 | self.counter_imagwr = 0 | |
| 969 |
|
982 | |||
| 970 | def getSubplots(self): |
|
983 | def getSubplots(self): | |
| 971 | ncol = 1 |
|
984 | ncol = 1 | |
| 972 | nrow = 1 |
|
985 | nrow = 1 | |
| 973 |
|
986 | |||
| 974 | return nrow, ncol |
|
987 | return nrow, ncol | |
| 975 |
|
988 | |||
| 976 | def setup(self, id, nplots, wintitle, show): |
|
989 | def setup(self, id, nplots, wintitle, show): | |
| 977 |
|
990 | |||
| 978 | self.nplots = nplots |
|
991 | self.nplots = nplots | |
| 979 |
|
992 | |||
| 980 | ncolspan = 1 |
|
993 | ncolspan = 1 | |
| 981 | colspan = 1 |
|
994 | colspan = 1 | |
| 982 |
|
995 | |||
| 983 | self.createFigure(id = id, |
|
996 | self.createFigure(id = id, | |
| 984 | wintitle = wintitle, |
|
997 | wintitle = wintitle, | |
| 985 | widthplot = self.WIDTH, |
|
998 | widthplot = self.WIDTH, | |
| 986 | heightplot = self.HEIGHT, |
|
999 | heightplot = self.HEIGHT, | |
| 987 | show=show) |
|
1000 | show=show) | |
| 988 |
|
1001 | |||
| 989 | nrow, ncol = self.getSubplots() |
|
1002 | nrow, ncol = self.getSubplots() | |
| 990 |
|
1003 | |||
| 991 | counter = 0 |
|
1004 | counter = 0 | |
| 992 | for y in range(nrow): |
|
1005 | for y in range(nrow): | |
| 993 | for x in range(ncol): |
|
1006 | for x in range(ncol): | |
| 994 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1007 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 995 |
|
1008 | |||
| 996 | def run(self, dataOut, id, wintitle="", channelList=None, |
|
1009 | def run(self, dataOut, id, wintitle="", channelList=None, | |
| 997 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1010 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 998 | save=False, figpath='./', figfile=None, show=True, |
|
1011 | save=False, figpath='./', figfile=None, show=True, | |
| 999 | ftp=False, wr_period=1, server=None, |
|
1012 | ftp=False, wr_period=1, server=None, | |
| 1000 | folder=None, username=None, password=None, |
|
1013 | folder=None, username=None, password=None, | |
| 1001 |
xaxis=" |
|
1014 | xaxis="frequency"): | |
| 1002 |
|
1015 | |||
| 1003 |
|
1016 | |||
| 1004 | if channelList == None: |
|
1017 | if channelList == None: | |
| 1005 | channelIndexList = dataOut.channelIndexList |
|
1018 | channelIndexList = dataOut.channelIndexList | |
| 1006 | channelList = dataOut.channelList |
|
1019 | channelList = dataOut.channelList | |
| 1007 | else: |
|
1020 | else: | |
| 1008 | channelIndexList = [] |
|
1021 | channelIndexList = [] | |
| 1009 | for channel in channelList: |
|
1022 | for channel in channelList: | |
| 1010 | if channel not in dataOut.channelList: |
|
1023 | if channel not in dataOut.channelList: | |
| 1011 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
1024 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 1012 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
1025 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 1013 |
|
1026 | |||
| 1014 | factor = dataOut.normFactor |
|
1027 | factor = dataOut.normFactor | |
| 1015 |
|
1028 | |||
| 1016 | y = dataOut.getHeiRange() |
|
1029 | y = dataOut.getHeiRange() | |
| 1017 |
|
1030 | |||
| 1018 | z = dataOut.data_spc/factor |
|
1031 | z = dataOut.data_spc/factor | |
| 1019 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
1032 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 1020 |
|
1033 | |||
| 1021 | hei_index = numpy.arange(25)*3 + 20 |
|
1034 | hei_index = numpy.arange(25)*3 + 20 | |
| 1022 |
|
1035 | |||
| 1023 | if xaxis == "frequency": |
|
1036 | if xaxis == "frequency": | |
| 1024 | x = dataOut.getFreqRange()/1000. |
|
1037 | x = dataOut.getFreqRange()/1000. | |
| 1025 | zdB = 10*numpy.log10(z[0,:,hei_index]) |
|
1038 | zdB = 10*numpy.log10(z[0,:,hei_index]) | |
| 1026 | xlabel = "Frequency (kHz)" |
|
1039 | xlabel = "Frequency (kHz)" | |
| 1027 | ylabel = "Power (dB)" |
|
1040 | ylabel = "Power (dB)" | |
| 1028 |
|
1041 | |||
| 1029 | elif xaxis == "time": |
|
1042 | elif xaxis == "time": | |
| 1030 | x = dataOut.getAcfRange() |
|
1043 | x = dataOut.getAcfRange() | |
| 1031 | zdB = z[0,:,hei_index] |
|
1044 | zdB = z[0,:,hei_index] | |
| 1032 | xlabel = "Time (ms)" |
|
1045 | xlabel = "Time (ms)" | |
| 1033 | ylabel = "ACF" |
|
1046 | ylabel = "ACF" | |
| 1034 |
|
1047 | |||
| 1035 | else: |
|
1048 | else: | |
| 1036 | x = dataOut.getVelRange() |
|
1049 | x = dataOut.getVelRange() | |
| 1037 | zdB = 10*numpy.log10(z[0,:,hei_index]) |
|
1050 | zdB = 10*numpy.log10(z[0,:,hei_index]) | |
| 1038 | xlabel = "Velocity (m/s)" |
|
1051 | xlabel = "Velocity (m/s)" | |
| 1039 | ylabel = "Power (dB)" |
|
1052 | ylabel = "Power (dB)" | |
| 1040 |
|
1053 | |||
| 1041 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
1054 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 1042 | title = wintitle + " Range Cuts %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1055 | title = wintitle + " Range Cuts %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1043 |
|
1056 | |||
| 1044 | if not self.isConfig: |
|
1057 | if not self.isConfig: | |
| 1045 |
|
1058 | |||
| 1046 | nplots = 1 |
|
1059 | nplots = 1 | |
| 1047 |
|
1060 | |||
| 1048 | self.setup(id=id, |
|
1061 | self.setup(id=id, | |
| 1049 | nplots=nplots, |
|
1062 | nplots=nplots, | |
| 1050 | wintitle=wintitle, |
|
1063 | wintitle=wintitle, | |
| 1051 | show=show) |
|
1064 | show=show) | |
| 1052 |
|
1065 | |||
| 1053 | if xmin == None: xmin = numpy.nanmin(x)*0.9 |
|
1066 | if xmin == None: xmin = numpy.nanmin(x)*0.9 | |
| 1054 | if xmax == None: xmax = numpy.nanmax(x)*1.1 |
|
1067 | if xmax == None: xmax = numpy.nanmax(x)*1.1 | |
| 1055 | if ymin == None: ymin = numpy.nanmin(zdB) |
|
1068 | if ymin == None: ymin = numpy.nanmin(zdB) | |
| 1056 | if ymax == None: ymax = numpy.nanmax(zdB) |
|
1069 | if ymax == None: ymax = numpy.nanmax(zdB) | |
| 1057 |
|
1070 | |||
| 1058 | self.isConfig = True |
|
1071 | self.isConfig = True | |
| 1059 |
|
1072 | |||
| 1060 | self.setWinTitle(title) |
|
1073 | self.setWinTitle(title) | |
| 1061 |
|
1074 | |||
| 1062 | title = "Spectra Cuts: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
1075 | title = "Spectra Cuts: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 1063 | axes = self.axesList[0] |
|
1076 | axes = self.axesList[0] | |
| 1064 |
|
1077 | |||
| 1065 | legendlabels = ["Range = %dKm" %y[i] for i in hei_index] |
|
1078 | legendlabels = ["Range = %dKm" %y[i] for i in hei_index] | |
| 1066 |
|
1079 | |||
| 1067 | axes.pmultilineyaxis( x, zdB, |
|
1080 | axes.pmultilineyaxis( x, zdB, | |
| 1068 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
1081 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 1069 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, |
|
1082 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, | |
| 1070 | ytick_visible=True, nxticks=5, |
|
1083 | ytick_visible=True, nxticks=5, | |
| 1071 | grid='x') |
|
1084 | grid='x') | |
| 1072 |
|
1085 | |||
| 1073 | self.draw() |
|
1086 | self.draw() | |
| 1074 |
|
1087 | |||
| 1075 | self.save(figpath=figpath, |
|
1088 | self.save(figpath=figpath, | |
| 1076 | figfile=figfile, |
|
1089 | figfile=figfile, | |
| 1077 | save=save, |
|
1090 | save=save, | |
| 1078 | ftp=ftp, |
|
1091 | ftp=ftp, | |
| 1079 | wr_period=wr_period, |
|
1092 | wr_period=wr_period, | |
| 1080 | thisDatetime=thisDatetime) |
|
1093 | thisDatetime=thisDatetime) | |
| 1081 |
|
1094 | |||
| 1082 | class Noise(Figure): |
|
1095 | class Noise(Figure): | |
| 1083 |
|
1096 | |||
| 1084 | isConfig = None |
|
1097 | isConfig = None | |
| 1085 | __nsubplots = None |
|
1098 | __nsubplots = None | |
| 1086 |
|
1099 | |||
| 1087 | PREFIX = 'noise' |
|
1100 | PREFIX = 'noise' | |
| 1088 |
|
1101 | |||
| 1089 | def __init__(self): |
|
1102 | def __init__(self): | |
| 1090 |
|
1103 | |||
| 1091 | self.timerange = 24*60*60 |
|
1104 | self.timerange = 24*60*60 | |
| 1092 | self.isConfig = False |
|
1105 | self.isConfig = False | |
| 1093 | self.__nsubplots = 1 |
|
1106 | self.__nsubplots = 1 | |
| 1094 | self.counter_imagwr = 0 |
|
1107 | self.counter_imagwr = 0 | |
| 1095 | self.WIDTH = 800 |
|
1108 | self.WIDTH = 800 | |
| 1096 | self.HEIGHT = 400 |
|
1109 | self.HEIGHT = 400 | |
| 1097 | self.WIDTHPROF = 120 |
|
1110 | self.WIDTHPROF = 120 | |
| 1098 | self.HEIGHTPROF = 0 |
|
1111 | self.HEIGHTPROF = 0 | |
| 1099 | self.xdata = None |
|
1112 | self.xdata = None | |
| 1100 | self.ydata = None |
|
1113 | self.ydata = None | |
| 1101 |
|
1114 | |||
| 1102 | self.PLOT_CODE = NOISE_CODE |
|
1115 | self.PLOT_CODE = NOISE_CODE | |
| 1103 |
|
1116 | |||
| 1104 | self.FTP_WEI = None |
|
1117 | self.FTP_WEI = None | |
| 1105 | self.EXP_CODE = None |
|
1118 | self.EXP_CODE = None | |
| 1106 | self.SUB_EXP_CODE = None |
|
1119 | self.SUB_EXP_CODE = None | |
| 1107 | self.PLOT_POS = None |
|
1120 | self.PLOT_POS = None | |
| 1108 | self.figfile = None |
|
1121 | self.figfile = None | |
| 1109 |
|
1122 | |||
| 1110 | self.xmin = None |
|
1123 | self.xmin = None | |
| 1111 | self.xmax = None |
|
1124 | self.xmax = None | |
| 1112 |
|
1125 | |||
| 1113 | def getSubplots(self): |
|
1126 | def getSubplots(self): | |
| 1114 |
|
1127 | |||
| 1115 | ncol = 1 |
|
1128 | ncol = 1 | |
| 1116 | nrow = 1 |
|
1129 | nrow = 1 | |
| 1117 |
|
1130 | |||
| 1118 | return nrow, ncol |
|
1131 | return nrow, ncol | |
| 1119 |
|
1132 | |||
| 1120 | def openfile(self, filename): |
|
1133 | def openfile(self, filename): | |
| 1121 | dirname = os.path.dirname(filename) |
|
1134 | dirname = os.path.dirname(filename) | |
| 1122 |
|
1135 | |||
| 1123 | if not os.path.exists(dirname): |
|
1136 | if not os.path.exists(dirname): | |
| 1124 | os.mkdir(dirname) |
|
1137 | os.mkdir(dirname) | |
| 1125 |
|
1138 | |||
| 1126 | f = open(filename,'w+') |
|
1139 | f = open(filename,'w+') | |
| 1127 | f.write('\n\n') |
|
1140 | f.write('\n\n') | |
| 1128 | f.write('JICAMARCA RADIO OBSERVATORY - Noise \n') |
|
1141 | f.write('JICAMARCA RADIO OBSERVATORY - Noise \n') | |
| 1129 | f.write('DD MM YYYY HH MM SS Channel0 Channel1 Channel2 Channel3\n\n' ) |
|
1142 | f.write('DD MM YYYY HH MM SS Channel0 Channel1 Channel2 Channel3\n\n' ) | |
| 1130 | f.close() |
|
1143 | f.close() | |
| 1131 |
|
1144 | |||
| 1132 | def save_data(self, filename_phase, data, data_datetime): |
|
1145 | def save_data(self, filename_phase, data, data_datetime): | |
| 1133 |
|
1146 | |||
| 1134 | f=open(filename_phase,'a') |
|
1147 | f=open(filename_phase,'a') | |
| 1135 |
|
1148 | |||
| 1136 | timetuple_data = data_datetime.timetuple() |
|
1149 | timetuple_data = data_datetime.timetuple() | |
| 1137 | day = str(timetuple_data.tm_mday) |
|
1150 | day = str(timetuple_data.tm_mday) | |
| 1138 | month = str(timetuple_data.tm_mon) |
|
1151 | month = str(timetuple_data.tm_mon) | |
| 1139 | year = str(timetuple_data.tm_year) |
|
1152 | year = str(timetuple_data.tm_year) | |
| 1140 | hour = str(timetuple_data.tm_hour) |
|
1153 | hour = str(timetuple_data.tm_hour) | |
| 1141 | minute = str(timetuple_data.tm_min) |
|
1154 | minute = str(timetuple_data.tm_min) | |
| 1142 | second = str(timetuple_data.tm_sec) |
|
1155 | second = str(timetuple_data.tm_sec) | |
| 1143 |
|
1156 | |||
| 1144 | data_msg = '' |
|
1157 | data_msg = '' | |
| 1145 | for i in range(len(data)): |
|
1158 | for i in range(len(data)): | |
| 1146 | data_msg += str(data[i]) + ' ' |
|
1159 | data_msg += str(data[i]) + ' ' | |
| 1147 |
|
1160 | |||
| 1148 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' ' + data_msg + '\n') |
|
1161 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' ' + data_msg + '\n') | |
| 1149 | f.close() |
|
1162 | f.close() | |
| 1150 |
|
1163 | |||
| 1151 |
|
1164 | |||
| 1152 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1165 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1153 |
|
1166 | |||
| 1154 | self.__showprofile = showprofile |
|
1167 | self.__showprofile = showprofile | |
| 1155 | self.nplots = nplots |
|
1168 | self.nplots = nplots | |
| 1156 |
|
1169 | |||
| 1157 | ncolspan = 7 |
|
1170 | ncolspan = 7 | |
| 1158 | colspan = 6 |
|
1171 | colspan = 6 | |
| 1159 | self.__nsubplots = 2 |
|
1172 | self.__nsubplots = 2 | |
| 1160 |
|
1173 | |||
| 1161 | self.createFigure(id = id, |
|
1174 | self.createFigure(id = id, | |
| 1162 | wintitle = wintitle, |
|
1175 | wintitle = wintitle, | |
| 1163 | widthplot = self.WIDTH+self.WIDTHPROF, |
|
1176 | widthplot = self.WIDTH+self.WIDTHPROF, | |
| 1164 | heightplot = self.HEIGHT+self.HEIGHTPROF, |
|
1177 | heightplot = self.HEIGHT+self.HEIGHTPROF, | |
| 1165 | show=show) |
|
1178 | show=show) | |
| 1166 |
|
1179 | |||
| 1167 | nrow, ncol = self.getSubplots() |
|
1180 | nrow, ncol = self.getSubplots() | |
| 1168 |
|
1181 | |||
| 1169 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) |
|
1182 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) | |
| 1170 |
|
1183 | |||
| 1171 |
|
1184 | |||
| 1172 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', |
|
1185 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='True', | |
| 1173 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1186 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1174 | timerange=None, |
|
1187 | timerange=None, | |
| 1175 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1188 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1176 | server=None, folder=None, username=None, password=None, |
|
1189 | server=None, folder=None, username=None, password=None, | |
| 1177 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1190 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1178 |
|
1191 | |||
| 1179 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): |
|
1192 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): | |
| 1180 | return |
|
1193 | return | |
| 1181 |
|
1194 | |||
| 1182 | if channelList == None: |
|
1195 | if channelList == None: | |
| 1183 | channelIndexList = dataOut.channelIndexList |
|
1196 | channelIndexList = dataOut.channelIndexList | |
| 1184 | channelList = dataOut.channelList |
|
1197 | channelList = dataOut.channelList | |
| 1185 | else: |
|
1198 | else: | |
| 1186 | channelIndexList = [] |
|
1199 | channelIndexList = [] | |
| 1187 | for channel in channelList: |
|
1200 | for channel in channelList: | |
| 1188 | if channel not in dataOut.channelList: |
|
1201 | if channel not in dataOut.channelList: | |
| 1189 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
1202 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 1190 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
1203 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 1191 |
|
1204 | |||
| 1192 | x = dataOut.getTimeRange() |
|
1205 | x = dataOut.getTimeRange() | |
| 1193 | #y = dataOut.getHeiRange() |
|
1206 | #y = dataOut.getHeiRange() | |
| 1194 | factor = dataOut.normFactor |
|
1207 | factor = dataOut.normFactor | |
| 1195 | noise = dataOut.noise[channelIndexList]/factor |
|
1208 | noise = dataOut.noise[channelIndexList]/factor | |
| 1196 | noisedB = 10*numpy.log10(noise) |
|
1209 | noisedB = 10*numpy.log10(noise) | |
| 1197 |
|
1210 | |||
| 1198 | thisDatetime = dataOut.datatime |
|
1211 | thisDatetime = dataOut.datatime | |
| 1199 |
|
1212 | |||
| 1200 | title = wintitle + " Noise" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1213 | title = wintitle + " Noise" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1201 | xlabel = "" |
|
1214 | xlabel = "" | |
| 1202 | ylabel = "Intensity (dB)" |
|
1215 | ylabel = "Intensity (dB)" | |
| 1203 | update_figfile = False |
|
1216 | update_figfile = False | |
| 1204 |
|
1217 | |||
| 1205 | if not self.isConfig: |
|
1218 | if not self.isConfig: | |
| 1206 |
|
1219 | |||
| 1207 | nplots = 1 |
|
1220 | nplots = 1 | |
| 1208 |
|
1221 | |||
| 1209 | self.setup(id=id, |
|
1222 | self.setup(id=id, | |
| 1210 | nplots=nplots, |
|
1223 | nplots=nplots, | |
| 1211 | wintitle=wintitle, |
|
1224 | wintitle=wintitle, | |
| 1212 | showprofile=showprofile, |
|
1225 | showprofile=showprofile, | |
| 1213 | show=show) |
|
1226 | show=show) | |
| 1214 |
|
1227 | |||
| 1215 | if timerange != None: |
|
1228 | if timerange != None: | |
| 1216 | self.timerange = timerange |
|
1229 | self.timerange = timerange | |
| 1217 |
|
1230 | |||
| 1218 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1231 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1219 |
|
1232 | |||
| 1220 | if ymin == None: ymin = numpy.floor(numpy.nanmin(noisedB)) - 10.0 |
|
1233 | if ymin == None: ymin = numpy.floor(numpy.nanmin(noisedB)) - 10.0 | |
| 1221 | if ymax == None: ymax = numpy.nanmax(noisedB) + 10.0 |
|
1234 | if ymax == None: ymax = numpy.nanmax(noisedB) + 10.0 | |
| 1222 |
|
1235 | |||
| 1223 | self.FTP_WEI = ftp_wei |
|
1236 | self.FTP_WEI = ftp_wei | |
| 1224 | self.EXP_CODE = exp_code |
|
1237 | self.EXP_CODE = exp_code | |
| 1225 | self.SUB_EXP_CODE = sub_exp_code |
|
1238 | self.SUB_EXP_CODE = sub_exp_code | |
| 1226 | self.PLOT_POS = plot_pos |
|
1239 | self.PLOT_POS = plot_pos | |
| 1227 |
|
1240 | |||
| 1228 |
|
1241 | |||
| 1229 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1242 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1230 | self.isConfig = True |
|
1243 | self.isConfig = True | |
| 1231 | self.figfile = figfile |
|
1244 | self.figfile = figfile | |
| 1232 | self.xdata = numpy.array([]) |
|
1245 | self.xdata = numpy.array([]) | |
| 1233 | self.ydata = numpy.array([]) |
|
1246 | self.ydata = numpy.array([]) | |
| 1234 |
|
1247 | |||
| 1235 | update_figfile = True |
|
1248 | update_figfile = True | |
| 1236 |
|
1249 | |||
| 1237 | #open file beacon phase |
|
1250 | #open file beacon phase | |
| 1238 | path = '%s%03d' %(self.PREFIX, self.id) |
|
1251 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 1239 | noise_file = os.path.join(path,'%s.txt'%self.name) |
|
1252 | noise_file = os.path.join(path,'%s.txt'%self.name) | |
| 1240 | self.filename_noise = os.path.join(figpath,noise_file) |
|
1253 | self.filename_noise = os.path.join(figpath,noise_file) | |
| 1241 |
|
1254 | |||
| 1242 | self.setWinTitle(title) |
|
1255 | self.setWinTitle(title) | |
| 1243 |
|
1256 | |||
| 1244 | title = "Noise %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1257 | title = "Noise %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1245 |
|
1258 | |||
| 1246 | legendlabels = ["channel %d"%(idchannel) for idchannel in channelList] |
|
1259 | legendlabels = ["channel %d"%(idchannel) for idchannel in channelList] | |
| 1247 | axes = self.axesList[0] |
|
1260 | axes = self.axesList[0] | |
| 1248 |
|
1261 | |||
| 1249 | self.xdata = numpy.hstack((self.xdata, x[0:1])) |
|
1262 | self.xdata = numpy.hstack((self.xdata, x[0:1])) | |
| 1250 |
|
1263 | |||
| 1251 | if len(self.ydata)==0: |
|
1264 | if len(self.ydata)==0: | |
| 1252 | self.ydata = noisedB.reshape(-1,1) |
|
1265 | self.ydata = noisedB.reshape(-1,1) | |
| 1253 | else: |
|
1266 | else: | |
| 1254 | self.ydata = numpy.hstack((self.ydata, noisedB.reshape(-1,1))) |
|
1267 | self.ydata = numpy.hstack((self.ydata, noisedB.reshape(-1,1))) | |
| 1255 |
|
1268 | |||
| 1256 |
|
1269 | |||
| 1257 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, |
|
1270 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, | |
| 1258 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, |
|
1271 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, | |
| 1259 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", |
|
1272 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", | |
| 1260 | XAxisAsTime=True, grid='both' |
|
1273 | XAxisAsTime=True, grid='both' | |
| 1261 | ) |
|
1274 | ) | |
| 1262 |
|
1275 | |||
| 1263 | self.draw() |
|
1276 | self.draw() | |
| 1264 |
|
1277 | |||
| 1265 | if dataOut.ltctime >= self.xmax: |
|
1278 | if dataOut.ltctime >= self.xmax: | |
| 1266 | self.counter_imagwr = wr_period |
|
1279 | self.counter_imagwr = wr_period | |
| 1267 | self.isConfig = False |
|
1280 | self.isConfig = False | |
| 1268 | update_figfile = True |
|
1281 | update_figfile = True | |
| 1269 |
|
1282 | |||
| 1270 | self.save(figpath=figpath, |
|
1283 | self.save(figpath=figpath, | |
| 1271 | figfile=figfile, |
|
1284 | figfile=figfile, | |
| 1272 | save=save, |
|
1285 | save=save, | |
| 1273 | ftp=ftp, |
|
1286 | ftp=ftp, | |
| 1274 | wr_period=wr_period, |
|
1287 | wr_period=wr_period, | |
| 1275 | thisDatetime=thisDatetime, |
|
1288 | thisDatetime=thisDatetime, | |
| 1276 | update_figfile=update_figfile) |
|
1289 | update_figfile=update_figfile) | |
| 1277 |
|
1290 | |||
| 1278 | #store data beacon phase |
|
1291 | #store data beacon phase | |
| 1279 | if save: |
|
1292 | if save: | |
| 1280 | self.save_data(self.filename_noise, noisedB, thisDatetime) |
|
1293 | self.save_data(self.filename_noise, noisedB, thisDatetime) | |
| 1281 |
|
1294 | |||
| 1282 | class BeaconPhase(Figure): |
|
1295 | class BeaconPhase(Figure): | |
| 1283 |
|
1296 | |||
| 1284 | __isConfig = None |
|
1297 | __isConfig = None | |
| 1285 | __nsubplots = None |
|
1298 | __nsubplots = None | |
| 1286 |
|
1299 | |||
| 1287 | PREFIX = 'beacon_phase' |
|
1300 | PREFIX = 'beacon_phase' | |
| 1288 |
|
1301 | |||
| 1289 | def __init__(self): |
|
1302 | def __init__(self): | |
| 1290 |
|
1303 | |||
| 1291 | self.timerange = 24*60*60 |
|
1304 | self.timerange = 24*60*60 | |
| 1292 | self.isConfig = False |
|
1305 | self.isConfig = False | |
| 1293 | self.__nsubplots = 1 |
|
1306 | self.__nsubplots = 1 | |
| 1294 | self.counter_imagwr = 0 |
|
1307 | self.counter_imagwr = 0 | |
| 1295 | self.WIDTH = 800 |
|
1308 | self.WIDTH = 800 | |
| 1296 | self.HEIGHT = 400 |
|
1309 | self.HEIGHT = 400 | |
| 1297 | self.WIDTHPROF = 120 |
|
1310 | self.WIDTHPROF = 120 | |
| 1298 | self.HEIGHTPROF = 0 |
|
1311 | self.HEIGHTPROF = 0 | |
| 1299 | self.xdata = None |
|
1312 | self.xdata = None | |
| 1300 | self.ydata = None |
|
1313 | self.ydata = None | |
| 1301 |
|
1314 | |||
| 1302 | self.PLOT_CODE = BEACON_CODE |
|
1315 | self.PLOT_CODE = BEACON_CODE | |
| 1303 |
|
1316 | |||
| 1304 | self.FTP_WEI = None |
|
1317 | self.FTP_WEI = None | |
| 1305 | self.EXP_CODE = None |
|
1318 | self.EXP_CODE = None | |
| 1306 | self.SUB_EXP_CODE = None |
|
1319 | self.SUB_EXP_CODE = None | |
| 1307 | self.PLOT_POS = None |
|
1320 | self.PLOT_POS = None | |
| 1308 |
|
1321 | |||
| 1309 | self.filename_phase = None |
|
1322 | self.filename_phase = None | |
| 1310 |
|
1323 | |||
| 1311 | self.figfile = None |
|
1324 | self.figfile = None | |
| 1312 |
|
1325 | |||
| 1313 | self.xmin = None |
|
1326 | self.xmin = None | |
| 1314 | self.xmax = None |
|
1327 | self.xmax = None | |
| 1315 |
|
1328 | |||
| 1316 | def getSubplots(self): |
|
1329 | def getSubplots(self): | |
| 1317 |
|
1330 | |||
| 1318 | ncol = 1 |
|
1331 | ncol = 1 | |
| 1319 | nrow = 1 |
|
1332 | nrow = 1 | |
| 1320 |
|
1333 | |||
| 1321 | return nrow, ncol |
|
1334 | return nrow, ncol | |
| 1322 |
|
1335 | |||
| 1323 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1336 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1324 |
|
1337 | |||
| 1325 | self.__showprofile = showprofile |
|
1338 | self.__showprofile = showprofile | |
| 1326 | self.nplots = nplots |
|
1339 | self.nplots = nplots | |
| 1327 |
|
1340 | |||
| 1328 | ncolspan = 7 |
|
1341 | ncolspan = 7 | |
| 1329 | colspan = 6 |
|
1342 | colspan = 6 | |
| 1330 | self.__nsubplots = 2 |
|
1343 | self.__nsubplots = 2 | |
| 1331 |
|
1344 | |||
| 1332 | self.createFigure(id = id, |
|
1345 | self.createFigure(id = id, | |
| 1333 | wintitle = wintitle, |
|
1346 | wintitle = wintitle, | |
| 1334 | widthplot = self.WIDTH+self.WIDTHPROF, |
|
1347 | widthplot = self.WIDTH+self.WIDTHPROF, | |
| 1335 | heightplot = self.HEIGHT+self.HEIGHTPROF, |
|
1348 | heightplot = self.HEIGHT+self.HEIGHTPROF, | |
| 1336 | show=show) |
|
1349 | show=show) | |
| 1337 |
|
1350 | |||
| 1338 | nrow, ncol = self.getSubplots() |
|
1351 | nrow, ncol = self.getSubplots() | |
| 1339 |
|
1352 | |||
| 1340 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) |
|
1353 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) | |
| 1341 |
|
1354 | |||
| 1342 | def save_phase(self, filename_phase): |
|
1355 | def save_phase(self, filename_phase): | |
| 1343 | f = open(filename_phase,'w+') |
|
1356 | f = open(filename_phase,'w+') | |
| 1344 | f.write('\n\n') |
|
1357 | f.write('\n\n') | |
| 1345 | f.write('JICAMARCA RADIO OBSERVATORY - Beacon Phase \n') |
|
1358 | f.write('JICAMARCA RADIO OBSERVATORY - Beacon Phase \n') | |
| 1346 | f.write('DD MM YYYY HH MM SS pair(2,0) pair(2,1) pair(2,3) pair(2,4)\n\n' ) |
|
1359 | f.write('DD MM YYYY HH MM SS pair(2,0) pair(2,1) pair(2,3) pair(2,4)\n\n' ) | |
| 1347 | f.close() |
|
1360 | f.close() | |
| 1348 |
|
1361 | |||
| 1349 | def save_data(self, filename_phase, data, data_datetime): |
|
1362 | def save_data(self, filename_phase, data, data_datetime): | |
| 1350 | f=open(filename_phase,'a') |
|
1363 | f=open(filename_phase,'a') | |
| 1351 | timetuple_data = data_datetime.timetuple() |
|
1364 | timetuple_data = data_datetime.timetuple() | |
| 1352 | day = str(timetuple_data.tm_mday) |
|
1365 | day = str(timetuple_data.tm_mday) | |
| 1353 | month = str(timetuple_data.tm_mon) |
|
1366 | month = str(timetuple_data.tm_mon) | |
| 1354 | year = str(timetuple_data.tm_year) |
|
1367 | year = str(timetuple_data.tm_year) | |
| 1355 | hour = str(timetuple_data.tm_hour) |
|
1368 | hour = str(timetuple_data.tm_hour) | |
| 1356 | minute = str(timetuple_data.tm_min) |
|
1369 | minute = str(timetuple_data.tm_min) | |
| 1357 | second = str(timetuple_data.tm_sec) |
|
1370 | second = str(timetuple_data.tm_sec) | |
| 1358 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' '+str(data[0])+' '+str(data[1])+' '+str(data[2])+' '+str(data[3])+'\n') |
|
1371 | f.write(day+' '+month+' '+year+' '+hour+' '+minute+' '+second+' '+str(data[0])+' '+str(data[1])+' '+str(data[2])+' '+str(data[3])+'\n') | |
| 1359 | f.close() |
|
1372 | f.close() | |
| 1360 |
|
1373 | |||
| 1361 |
|
1374 | |||
| 1362 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', |
|
1375 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', | |
| 1363 | xmin=None, xmax=None, ymin=None, ymax=None, hmin=None, hmax=None, |
|
1376 | xmin=None, xmax=None, ymin=None, ymax=None, hmin=None, hmax=None, | |
| 1364 | timerange=None, |
|
1377 | timerange=None, | |
| 1365 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1378 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1366 | server=None, folder=None, username=None, password=None, |
|
1379 | server=None, folder=None, username=None, password=None, | |
| 1367 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1380 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1368 |
|
1381 | |||
| 1369 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): |
|
1382 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): | |
| 1370 | return |
|
1383 | return | |
| 1371 |
|
1384 | |||
| 1372 | if pairsList == None: |
|
1385 | if pairsList == None: | |
| 1373 | pairsIndexList = dataOut.pairsIndexList[:10] |
|
1386 | pairsIndexList = dataOut.pairsIndexList[:10] | |
| 1374 | else: |
|
1387 | else: | |
| 1375 | pairsIndexList = [] |
|
1388 | pairsIndexList = [] | |
| 1376 | for pair in pairsList: |
|
1389 | for pair in pairsList: | |
| 1377 | if pair not in dataOut.pairsList: |
|
1390 | if pair not in dataOut.pairsList: | |
| 1378 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) |
|
1391 | raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair) | |
| 1379 | pairsIndexList.append(dataOut.pairsList.index(pair)) |
|
1392 | pairsIndexList.append(dataOut.pairsList.index(pair)) | |
| 1380 |
|
1393 | |||
| 1381 | if pairsIndexList == []: |
|
1394 | if pairsIndexList == []: | |
| 1382 | return |
|
1395 | return | |
| 1383 |
|
1396 | |||
| 1384 | # if len(pairsIndexList) > 4: |
|
1397 | # if len(pairsIndexList) > 4: | |
| 1385 | # pairsIndexList = pairsIndexList[0:4] |
|
1398 | # pairsIndexList = pairsIndexList[0:4] | |
| 1386 |
|
1399 | |||
| 1387 | hmin_index = None |
|
1400 | hmin_index = None | |
| 1388 | hmax_index = None |
|
1401 | hmax_index = None | |
| 1389 |
|
1402 | |||
| 1390 | if hmin != None and hmax != None: |
|
1403 | if hmin != None and hmax != None: | |
| 1391 | indexes = numpy.arange(dataOut.nHeights) |
|
1404 | indexes = numpy.arange(dataOut.nHeights) | |
| 1392 | hmin_list = indexes[dataOut.heightList >= hmin] |
|
1405 | hmin_list = indexes[dataOut.heightList >= hmin] | |
| 1393 | hmax_list = indexes[dataOut.heightList <= hmax] |
|
1406 | hmax_list = indexes[dataOut.heightList <= hmax] | |
| 1394 |
|
1407 | |||
| 1395 | if hmin_list.any(): |
|
1408 | if hmin_list.any(): | |
| 1396 | hmin_index = hmin_list[0] |
|
1409 | hmin_index = hmin_list[0] | |
| 1397 |
|
1410 | |||
| 1398 | if hmax_list.any(): |
|
1411 | if hmax_list.any(): | |
| 1399 | hmax_index = hmax_list[-1]+1 |
|
1412 | hmax_index = hmax_list[-1]+1 | |
| 1400 |
|
1413 | |||
| 1401 | x = dataOut.getTimeRange() |
|
1414 | x = dataOut.getTimeRange() | |
| 1402 | #y = dataOut.getHeiRange() |
|
1415 | #y = dataOut.getHeiRange() | |
| 1403 |
|
1416 | |||
| 1404 |
|
1417 | |||
| 1405 | thisDatetime = dataOut.datatime |
|
1418 | thisDatetime = dataOut.datatime | |
| 1406 |
|
1419 | |||
| 1407 | title = wintitle + " Signal Phase" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1420 | title = wintitle + " Signal Phase" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1408 | xlabel = "Local Time" |
|
1421 | xlabel = "Local Time" | |
| 1409 | ylabel = "Phase (degrees)" |
|
1422 | ylabel = "Phase (degrees)" | |
| 1410 |
|
1423 | |||
| 1411 | update_figfile = False |
|
1424 | update_figfile = False | |
| 1412 |
|
1425 | |||
| 1413 | nplots = len(pairsIndexList) |
|
1426 | nplots = len(pairsIndexList) | |
| 1414 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) |
|
1427 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) | |
| 1415 | phase_beacon = numpy.zeros(len(pairsIndexList)) |
|
1428 | phase_beacon = numpy.zeros(len(pairsIndexList)) | |
| 1416 | for i in range(nplots): |
|
1429 | for i in range(nplots): | |
| 1417 | pair = dataOut.pairsList[pairsIndexList[i]] |
|
1430 | pair = dataOut.pairsList[pairsIndexList[i]] | |
| 1418 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i], :, hmin_index:hmax_index], axis=0) |
|
1431 | ccf = numpy.average(dataOut.data_cspc[pairsIndexList[i], :, hmin_index:hmax_index], axis=0) | |
| 1419 | powa = numpy.average(dataOut.data_spc[pair[0], :, hmin_index:hmax_index], axis=0) |
|
1432 | powa = numpy.average(dataOut.data_spc[pair[0], :, hmin_index:hmax_index], axis=0) | |
| 1420 | powb = numpy.average(dataOut.data_spc[pair[1], :, hmin_index:hmax_index], axis=0) |
|
1433 | powb = numpy.average(dataOut.data_spc[pair[1], :, hmin_index:hmax_index], axis=0) | |
| 1421 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) |
|
1434 | avgcoherenceComplex = ccf/numpy.sqrt(powa*powb) | |
| 1422 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi |
|
1435 | phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi | |
| 1423 |
|
1436 | |||
| 1424 | #print "Phase %d%d" %(pair[0], pair[1]) |
|
1437 | #print "Phase %d%d" %(pair[0], pair[1]) | |
| 1425 | #print phase[dataOut.beacon_heiIndexList] |
|
1438 | #print phase[dataOut.beacon_heiIndexList] | |
| 1426 |
|
1439 | |||
| 1427 | if dataOut.beacon_heiIndexList: |
|
1440 | if dataOut.beacon_heiIndexList: | |
| 1428 | phase_beacon[i] = numpy.average(phase[dataOut.beacon_heiIndexList]) |
|
1441 | phase_beacon[i] = numpy.average(phase[dataOut.beacon_heiIndexList]) | |
| 1429 | else: |
|
1442 | else: | |
| 1430 | phase_beacon[i] = numpy.average(phase) |
|
1443 | phase_beacon[i] = numpy.average(phase) | |
| 1431 |
|
1444 | |||
| 1432 | if not self.isConfig: |
|
1445 | if not self.isConfig: | |
| 1433 |
|
1446 | |||
| 1434 | nplots = len(pairsIndexList) |
|
1447 | nplots = len(pairsIndexList) | |
| 1435 |
|
1448 | |||
| 1436 | self.setup(id=id, |
|
1449 | self.setup(id=id, | |
| 1437 | nplots=nplots, |
|
1450 | nplots=nplots, | |
| 1438 | wintitle=wintitle, |
|
1451 | wintitle=wintitle, | |
| 1439 | showprofile=showprofile, |
|
1452 | showprofile=showprofile, | |
| 1440 | show=show) |
|
1453 | show=show) | |
| 1441 |
|
1454 | |||
| 1442 | if timerange != None: |
|
1455 | if timerange != None: | |
| 1443 | self.timerange = timerange |
|
1456 | self.timerange = timerange | |
| 1444 |
|
1457 | |||
| 1445 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1458 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1446 |
|
1459 | |||
| 1447 | if ymin == None: ymin = 0 |
|
1460 | if ymin == None: ymin = 0 | |
| 1448 | if ymax == None: ymax = 360 |
|
1461 | if ymax == None: ymax = 360 | |
| 1449 |
|
1462 | |||
| 1450 | self.FTP_WEI = ftp_wei |
|
1463 | self.FTP_WEI = ftp_wei | |
| 1451 | self.EXP_CODE = exp_code |
|
1464 | self.EXP_CODE = exp_code | |
| 1452 | self.SUB_EXP_CODE = sub_exp_code |
|
1465 | self.SUB_EXP_CODE = sub_exp_code | |
| 1453 | self.PLOT_POS = plot_pos |
|
1466 | self.PLOT_POS = plot_pos | |
| 1454 |
|
1467 | |||
| 1455 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1468 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1456 | self.isConfig = True |
|
1469 | self.isConfig = True | |
| 1457 | self.figfile = figfile |
|
1470 | self.figfile = figfile | |
| 1458 | self.xdata = numpy.array([]) |
|
1471 | self.xdata = numpy.array([]) | |
| 1459 | self.ydata = numpy.array([]) |
|
1472 | self.ydata = numpy.array([]) | |
| 1460 |
|
1473 | |||
| 1461 | update_figfile = True |
|
1474 | update_figfile = True | |
| 1462 |
|
1475 | |||
| 1463 | #open file beacon phase |
|
1476 | #open file beacon phase | |
| 1464 | path = '%s%03d' %(self.PREFIX, self.id) |
|
1477 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 1465 | beacon_file = os.path.join(path,'%s.txt'%self.name) |
|
1478 | beacon_file = os.path.join(path,'%s.txt'%self.name) | |
| 1466 | self.filename_phase = os.path.join(figpath,beacon_file) |
|
1479 | self.filename_phase = os.path.join(figpath,beacon_file) | |
| 1467 | #self.save_phase(self.filename_phase) |
|
1480 | #self.save_phase(self.filename_phase) | |
| 1468 |
|
1481 | |||
| 1469 |
|
1482 | |||
| 1470 | #store data beacon phase |
|
1483 | #store data beacon phase | |
| 1471 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) |
|
1484 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) | |
| 1472 |
|
1485 | |||
| 1473 | self.setWinTitle(title) |
|
1486 | self.setWinTitle(title) | |
| 1474 |
|
1487 | |||
| 1475 |
|
1488 | |||
| 1476 | title = "Phase Plot %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1489 | title = "Phase Plot %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1477 |
|
1490 | |||
| 1478 | legendlabels = ["Pair (%d,%d)"%(pair[0], pair[1]) for pair in dataOut.pairsList] |
|
1491 | legendlabels = ["Pair (%d,%d)"%(pair[0], pair[1]) for pair in dataOut.pairsList] | |
| 1479 |
|
1492 | |||
| 1480 | axes = self.axesList[0] |
|
1493 | axes = self.axesList[0] | |
| 1481 |
|
1494 | |||
| 1482 | self.xdata = numpy.hstack((self.xdata, x[0:1])) |
|
1495 | self.xdata = numpy.hstack((self.xdata, x[0:1])) | |
| 1483 |
|
1496 | |||
| 1484 | if len(self.ydata)==0: |
|
1497 | if len(self.ydata)==0: | |
| 1485 | self.ydata = phase_beacon.reshape(-1,1) |
|
1498 | self.ydata = phase_beacon.reshape(-1,1) | |
| 1486 | else: |
|
1499 | else: | |
| 1487 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) |
|
1500 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) | |
| 1488 |
|
1501 | |||
| 1489 |
|
1502 | |||
| 1490 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, |
|
1503 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, | |
| 1491 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, |
|
1504 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, | |
| 1492 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", |
|
1505 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", | |
| 1493 | XAxisAsTime=True, grid='both' |
|
1506 | XAxisAsTime=True, grid='both' | |
| 1494 | ) |
|
1507 | ) | |
| 1495 |
|
1508 | |||
| 1496 | self.draw() |
|
1509 | self.draw() | |
| 1497 |
|
1510 | |||
| 1498 | if dataOut.ltctime >= self.xmax: |
|
1511 | if dataOut.ltctime >= self.xmax: | |
| 1499 | self.counter_imagwr = wr_period |
|
1512 | self.counter_imagwr = wr_period | |
| 1500 | self.isConfig = False |
|
1513 | self.isConfig = False | |
| 1501 | update_figfile = True |
|
1514 | update_figfile = True | |
| 1502 |
|
1515 | |||
| 1503 | self.save(figpath=figpath, |
|
1516 | self.save(figpath=figpath, | |
| 1504 | figfile=figfile, |
|
1517 | figfile=figfile, | |
| 1505 | save=save, |
|
1518 | save=save, | |
| 1506 | ftp=ftp, |
|
1519 | ftp=ftp, | |
| 1507 | wr_period=wr_period, |
|
1520 | wr_period=wr_period, | |
| 1508 | thisDatetime=thisDatetime, |
|
1521 | thisDatetime=thisDatetime, | |
| 1509 | update_figfile=update_figfile) |
|
1522 | update_figfile=update_figfile) | |
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