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Envio de graficos por FTP:...
Daniel Valdez -
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1 import os.path
2 import ftplib
3
4
5 class Ftp():
6 """
7 Ftp is a public class used to define custom File Transfer Protocol from "ftplib" python module
8
9 Non-standard Python modules used: None
10
11 Written by "Daniel Suarez":mailto:daniel.suarez@jro.igp.gob.pe Oct. 26, 2010
12 """
13
14 def __init__(self,host = None, username=None, passw=None, remotefolder=None):
15 """
16 This method is used to setting parameters for FTP and establishing connection to remote host
17
18 Inputs:
19 host - remote host IP Address
20
21 username - remote host Username
22
23 passw - remote host Passw
24
25 remotefolder - remote host current working directory
26
27 Return: void
28
29 Affects:
30 self.status - in Error Case or Connection Failed this parameter is set to 1 else 0
31
32 self.folderList - sub-folder list of remote folder
33
34 self.fileList - file list of remote folder
35
36
37 """
38
39 if ((host == None) and (username==None) and (passw==None) and (remotefolder==None)):
40 host, username, passw, remotefolder = self.parmsByDefault()
41
42 self.host = host
43 self.username = username
44 self.passw = passw
45 self.remotefolder = remotefolder
46 self.file = None
47 self.ftp = None
48 self.status = 0
49
50 try:
51 self.ftp = ftplib.FTP(self.host)
52 self.ftp.login(self.username,self.passw)
53 self.ftp.cwd(self.remotefolder)
54 # print 'Connect to FTP Server: Successfully'
55
56 except ftplib.all_errors:
57 print 'Error FTP Service'
58 self.status = 1
59 return
60
61
62
63 self.dirList = []
64
65 try:
66 self.dirList = self.ftp.nlst()
67
68 except ftplib.error_perm, resp:
69 if str(resp) == "550 No files found":
70 print "no files in this directory"
71 self.status = 1
72 return
73
74 except ftplib.all_errors:
75 print 'Error Displaying Dir-Files'
76 self.status = 1
77 return
78
79 self.fileList = []
80 self.folderList = []
81 #only for test
82 for f in self.dirList:
83 name, ext = os.path.splitext(f)
84 if ext != '':
85 self.fileList.append(f)
86 # print 'filename: %s - size: %d'%(f,self.ftp.size(f))
87
88 def parmsByDefault(self):
89 host = 'jro.igp.gob.pe'
90 username = 'operaciones'
91 passw = 'mst98vhf'
92 remotefolder = '/users/database/on-line/'
93
94 return host, username, passw, remotefolder
95
96
97 def mkd(self,dirname):
98 """
99 mkd is used to make directory in remote host
100
101 Input:
102 dirname - directory name
103
104 Return:
105 1 in error case else 0
106 """
107 try:
108 self.ftp.mkd(dirname)
109 except:
110 print 'Error creating remote folder:%s'%dirname
111 return 1
112
113 return 0
114
115
116 def delete(self,filename):
117 """
118 delete is used to delete file in current working directory of remote host
119
120 Input:
121 filename - filename to delete in remote folder
122
123 Return:
124 1 in error case else 0
125 """
126
127 try:
128 self.ftp.delete(filename)
129 except:
130 print 'Error deleting remote file:%s'%filename
131 return 1
132
133 return 0
134
135 def download(self,filename,localfolder):
136 """
137 download is used to downloading file from remote folder into local folder
138
139 Inputs:
140 filename - filename to donwload
141
142 localfolder - directory local to store filename
143
144 Returns:
145 self.status - 1 in error case else 0
146 """
147
148 self.status = 0
149
150
151 if not(filename in self.fileList):
152 print 'filename:%s not exists'%filename
153 self.status = 1
154 return self.status
155
156 newfilename = os.path.join(localfolder,filename)
157
158 self.file = open(newfilename, 'wb')
159
160 try:
161 print 'Download: ' + filename
162 self.ftp.retrbinary('RETR ' + filename, self.__handleDownload)
163 print 'Download Complete'
164 except ftplib.all_errors:
165 print 'Error Downloading ' + filename
166 self.status = 1
167 return self.status
168
169 self.file.close()
170
171 return self.status
172
173
174 def __handleDownload(self,block):
175 """
176 __handleDownload is used to handle writing file
177 """
178 self.file.write(block)
179
180
181 def upload(self,filename,remotefolder=None):
182 """
183 upload is used to uploading local file to remote directory
184
185 Inputs:
186 filename - full path name of local file to store in remote directory
187
188 remotefolder - remote directory
189
190 Returns:
191 self.status - 1 in error case else 0
192 """
193
194 if remotefolder == None:
195 remotefolder = self.remotefolder
196
197 self.status = 0
198
199 try:
200 self.ftp.cwd(remotefolder)
201
202 self.file = open(filename, 'rb')
203
204 (head, tail) = os.path.split(filename)
205
206 command = "STOR " + tail
207
208 print 'Uploading: ' + tail
209 self.ftp.storbinary(command, self.file)
210 print 'Upload Completed'
211
212 except ftplib.all_errors:
213 print 'Error Uploading ' + tail
214 self.status = 1
215 return self.status
216
217 self.file.close()
218
219 #back to initial directory in __init__()
220 self.ftp.cwd(self.remotefolder)
221
222 return self.status
223
224
225 def dir(self,remotefolder):
226 """
227 dir is used to change working directory of remote host and get folder and file list
228
229 Input:
230 remotefolder - current working directory
231
232 Affects:
233 self.fileList - file list of working directory
234
235 Return:
236 infoList - list with filenames and size of file in bytes
237
238 self.folderList - folder list
239 """
240
241 self.remotefolder = remotefolder
242 print 'Change to ' + self.remotefolder
243 try:
244 self.ftp.cwd(remotefolder)
245 except ftplib.all_errors:
246 print 'Error Change to ' + self.remotefolder
247 infoList = None
248 self.folderList = None
249 return infoList,self.folderList
250
251 self.dirList = []
252
253 try:
254 self.dirList = self.ftp.nlst()
255
256 except ftplib.error_perm, resp:
257 if str(resp) == "550 No files found":
258 print "no files in this directory"
259 infoList = None
260 self.folderList = None
261 return infoList,self.folderList
262 except ftplib.all_errors:
263 print 'Error Displaying Dir-Files'
264 infoList = None
265 self.folderList = None
266 return infoList,self.folderList
267
268 infoList = []
269 self.fileList = []
270 self.folderList = []
271 for f in self.dirList:
272 name,ext = os.path.splitext(f)
273 if ext != '':
274 self.fileList.append(f)
275 value = (f,self.ftp.size(f))
276 infoList.append(value)
277
278 if ext == '':
279 self.folderList.append(f)
280
281 return infoList,self.folderList
282
283
284 def close(self):
285 """
286 close is used to close and end FTP connection
287
288 Inputs: None
289
290 Return: void
291
292 """
293 self.ftp.close() No newline at end of file
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@@ -1,408 +1,414
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 from customftp import *
6
6
7 class Figure:
7 class Figure:
8
8
9 __driver = mpldriver
9 __driver = mpldriver
10 fig = None
10 fig = None
11
11
12 idfigure = None
12 idfigure = None
13 wintitle = None
13 wintitle = None
14 width = None
14 width = None
15 height = None
15 height = None
16 nplots = None
16 nplots = None
17 timerange = None
17 timerange = None
18
18
19 axesObjList = []
19 axesObjList = []
20
20
21 WIDTH = None
21 WIDTH = None
22 HEIGHT = None
22 HEIGHT = None
23 PREFIX = 'fig'
23 PREFIX = 'fig'
24
24
25 def __init__(self):
25 def __init__(self):
26
26
27 raise ValueError, "This method is not implemented"
27 raise ValueError, "This method is not implemented"
28
28
29 def __del__(self):
29 def __del__(self):
30
30
31 self.__driver.closeFigure()
31 self.__driver.closeFigure()
32
32
33 def getFilename(self, name, ext='.png'):
33 def getFilename(self, name, ext='.png'):
34
34
35 path = '%s%03d' %(self.PREFIX, self.idfigure)
35 path = '%s%03d' %(self.PREFIX, self.idfigure)
36 filename = '%s_%s%s' %(self.PREFIX, name, ext)
36 filename = '%s_%s%s' %(self.PREFIX, name, ext)
37
37
38 return os.path.join(path, filename)
38 return os.path.join(path, filename)
39
39
40 def getAxesObjList(self):
40 def getAxesObjList(self):
41
41
42 return self.axesObjList
42 return self.axesObjList
43
43
44 def getSubplots(self):
44 def getSubplots(self):
45
45
46 raise ValueError, "Abstract method: This method should be defined"
46 raise ValueError, "Abstract method: This method should be defined"
47
47
48 def getScreenDim(self, widthplot, heightplot):
48 def getScreenDim(self, widthplot, heightplot):
49
49
50 nrow, ncol = self.getSubplots()
50 nrow, ncol = self.getSubplots()
51
51
52 widthscreen = widthplot*ncol
52 widthscreen = widthplot*ncol
53 heightscreen = heightplot*nrow
53 heightscreen = heightplot*nrow
54
54
55 return widthscreen, heightscreen
55 return widthscreen, heightscreen
56
56
57 def getTimeLim(self, x, xmin, xmax):
57 def getTimeLim(self, x, xmin, xmax):
58
58
59 thisdatetime = datetime.datetime.utcfromtimestamp(numpy.min(x))
59 thisdatetime = datetime.datetime.utcfromtimestamp(numpy.min(x))
60 thisdate = datetime.datetime.combine(thisdatetime.date(), datetime.time(0,0,0))
60 thisdate = datetime.datetime.combine(thisdatetime.date(), datetime.time(0,0,0))
61
61
62 ####################################################
62 ####################################################
63 #If the x is out of xrange
63 #If the x is out of xrange
64 if xmax < (thisdatetime - thisdate).seconds/(60*60.):
64 if xmax < (thisdatetime - thisdate).seconds/(60*60.):
65 xmin = None
65 xmin = None
66 xmax = None
66 xmax = None
67
67
68 if xmin == None:
68 if xmin == None:
69 td = thisdatetime - thisdate
69 td = thisdatetime - thisdate
70 xmin = td.seconds/(60*60.)
70 xmin = td.seconds/(60*60.)
71
71
72 if xmax == None:
72 if xmax == None:
73 xmax = xmin + self.timerange/(60*60.)
73 xmax = xmin + self.timerange/(60*60.)
74
74
75 mindt = thisdate + datetime.timedelta(hours=xmin) - datetime.timedelta(seconds=time.timezone)
75 mindt = thisdate + datetime.timedelta(hours=xmin) - datetime.timedelta(seconds=time.timezone)
76 tmin = time.mktime(mindt.timetuple())
76 tmin = time.mktime(mindt.timetuple())
77
77
78 maxdt = thisdate + datetime.timedelta(hours=xmax) - datetime.timedelta(seconds=time.timezone)
78 maxdt = thisdate + datetime.timedelta(hours=xmax) - datetime.timedelta(seconds=time.timezone)
79 tmax = time.mktime(maxdt.timetuple())
79 tmax = time.mktime(maxdt.timetuple())
80
80
81 self.timerange = tmax - tmin
81 self.timerange = tmax - tmin
82
82
83 return tmin, tmax
83 return tmin, tmax
84
84
85 def init(self, idfigure, nplots, wintitle):
85 def init(self, idfigure, nplots, wintitle):
86
86
87 raise ValueError, "This method has been replaced with createFigure"
87 raise ValueError, "This method has been replaced with createFigure"
88
88
89 def createFigure(self, idfigure, wintitle, widthplot=None, heightplot=None):
89 def createFigure(self, idfigure, wintitle, widthplot=None, heightplot=None):
90
90
91 """
91 """
92 Crea la figura de acuerdo al driver y parametros seleccionados seleccionados.
92 Crea la figura de acuerdo al driver y parametros seleccionados seleccionados.
93 Las dimensiones de la pantalla es calculada a partir de los atributos self.WIDTH
93 Las dimensiones de la pantalla es calculada a partir de los atributos self.WIDTH
94 y self.HEIGHT y el numero de subplots (nrow, ncol)
94 y self.HEIGHT y el numero de subplots (nrow, ncol)
95
95
96 Input:
96 Input:
97 idfigure : Los parametros necesarios son
97 idfigure : Los parametros necesarios son
98 wintitle :
98 wintitle :
99
99
100 """
100 """
101
101
102 if widthplot == None:
102 if widthplot == None:
103 widthplot = self.WIDTH
103 widthplot = self.WIDTH
104
104
105 if heightplot == None:
105 if heightplot == None:
106 heightplot = self.HEIGHT
106 heightplot = self.HEIGHT
107
107
108 self.idfigure = idfigure
108 self.idfigure = idfigure
109
109
110 self.wintitle = wintitle
110 self.wintitle = wintitle
111
111
112 self.widthscreen, self.heightscreen = self.getScreenDim(widthplot, heightplot)
112 self.widthscreen, self.heightscreen = self.getScreenDim(widthplot, heightplot)
113
113
114 self.fig = self.__driver.createFigure(self.idfigure,
114 self.fig = self.__driver.createFigure(self.idfigure,
115 self.wintitle,
115 self.wintitle,
116 self.widthscreen,
116 self.widthscreen,
117 self.heightscreen)
117 self.heightscreen)
118
118
119 self.axesObjList = []
119 self.axesObjList = []
120
120
121
121 def setDriver(self, driver=mpldriver):
122 def setDriver(self, driver=mpldriver):
122
123
123 self.__driver = driver
124 self.__driver = driver
124
125
125 def setTitle(self, title):
126 def setTitle(self, title):
126
127
127 self.__driver.setTitle(self.fig, title)
128 self.__driver.setTitle(self.fig, title)
128
129
129 def setWinTitle(self, title):
130 def setWinTitle(self, title):
130
131
131 self.__driver.setWinTitle(self.fig, title=title)
132 self.__driver.setWinTitle(self.fig, title=title)
132
133
133 def setTextFromAxes(self, text):
134 def setTextFromAxes(self, text):
134
135
135 raise ValueError, "Este metodo ha sido reemplazaado con el metodo setText de la clase Axes"
136 raise ValueError, "Este metodo ha sido reemplazaado con el metodo setText de la clase Axes"
136
137
137 def makeAxes(self, nrow, ncol, xpos, ypos, colspan, rowspan):
138 def makeAxes(self, nrow, ncol, xpos, ypos, colspan, rowspan):
138
139
139 raise ValueError, "Este metodo ha sido reemplazaado con el metodo addAxes"
140 raise ValueError, "Este metodo ha sido reemplazaado con el metodo addAxes"
140
141
141 def addAxes(self, *args):
142 def addAxes(self, *args):
142 """
143 """
143
144
144 Input:
145 Input:
145 *args : Los parametros necesarios son
146 *args : Los parametros necesarios son
146 nrow, ncol, xpos, ypos, colspan, rowspan
147 nrow, ncol, xpos, ypos, colspan, rowspan
147 """
148 """
148
149
149 axesObj = Axes(self.fig, *args)
150 axesObj = Axes(self.fig, *args)
150 self.axesObjList.append(axesObj)
151 self.axesObjList.append(axesObj)
151
152
152 def saveFigure(self, figpath, figfile, *args):
153 def saveFigure(self, figpath, figfile, *args):
153
154
154 filename = os.path.join(figpath, figfile)
155 filename = os.path.join(figpath, figfile)
155
156
156 fullpath = os.path.split(filename)[0]
157 fullpath = os.path.split(filename)[0]
157
158
158 if not os.path.exists(fullpath):
159 if not os.path.exists(fullpath):
159 os.mkdir(fullpath)
160 os.mkdir(fullpath)
160
161
161 self.__driver.saveFigure(self.fig, filename, *args)
162 self.__driver.saveFigure(self.fig, filename, *args)
162
163
164 def sendByFTP(self, figfilename):
165 ftpObj = Ftp()
166 ftpObj.upload(figfilename)
167 ftpObj.close()
168
163 def draw(self):
169 def draw(self):
164
170
165 self.__driver.draw(self.fig)
171 self.__driver.draw(self.fig)
166
172
167 def run(self):
173 def run(self):
168
174
169 raise ValueError, "This method is not implemented"
175 raise ValueError, "This method is not implemented"
170
176
171 axesList = property(getAxesObjList)
177 axesList = property(getAxesObjList)
172
178
173
179
174 class Axes:
180 class Axes:
175
181
176 __driver = mpldriver
182 __driver = mpldriver
177 fig = None
183 fig = None
178 ax = None
184 ax = None
179 plot = None
185 plot = None
180
186
181 __firsttime = None
187 __firsttime = None
182
188
183 __showprofile = False
189 __showprofile = False
184
190
185 xmin = None
191 xmin = None
186 xmax = None
192 xmax = None
187 ymin = None
193 ymin = None
188 ymax = None
194 ymax = None
189 zmin = None
195 zmin = None
190 zmax = None
196 zmax = None
191
197
192 def __init__(self, *args):
198 def __init__(self, *args):
193
199
194 """
200 """
195
201
196 Input:
202 Input:
197 *args : Los parametros necesarios son
203 *args : Los parametros necesarios son
198 fig, nrow, ncol, xpos, ypos, colspan, rowspan
204 fig, nrow, ncol, xpos, ypos, colspan, rowspan
199 """
205 """
200
206
201 ax = self.__driver.createAxes(*args)
207 ax = self.__driver.createAxes(*args)
202 self.fig = args[0]
208 self.fig = args[0]
203 self.ax = ax
209 self.ax = ax
204 self.plot = None
210 self.plot = None
205
211
206 self.__firsttime = True
212 self.__firsttime = True
207 self.idlineList = []
213 self.idlineList = []
208
214
209 def setText(self, text):
215 def setText(self, text):
210
216
211 self.__driver.setAxesText(self.ax, text)
217 self.__driver.setAxesText(self.ax, text)
212
218
213 def setXAxisAsTime(self):
219 def setXAxisAsTime(self):
214 pass
220 pass
215
221
216 def pline(self, x, y,
222 def pline(self, x, y,
217 xmin=None, xmax=None,
223 xmin=None, xmax=None,
218 ymin=None, ymax=None,
224 ymin=None, ymax=None,
219 xlabel='', ylabel='',
225 xlabel='', ylabel='',
220 title='',
226 title='',
221 **kwargs):
227 **kwargs):
222
228
223 """
229 """
224
230
225 Input:
231 Input:
226 x :
232 x :
227 y :
233 y :
228 xmin :
234 xmin :
229 xmax :
235 xmax :
230 ymin :
236 ymin :
231 ymax :
237 ymax :
232 xlabel :
238 xlabel :
233 ylabel :
239 ylabel :
234 title :
240 title :
235 **kwargs : Los parametros aceptados son
241 **kwargs : Los parametros aceptados son
236
242
237 ticksize
243 ticksize
238 ytick_visible
244 ytick_visible
239 """
245 """
240
246
241 if self.__firsttime:
247 if self.__firsttime:
242
248
243 if xmin == None: xmin = numpy.nanmin(x)
249 if xmin == None: xmin = numpy.nanmin(x)
244 if xmax == None: xmax = numpy.nanmax(x)
250 if xmax == None: xmax = numpy.nanmax(x)
245 if ymin == None: ymin = numpy.nanmin(y)
251 if ymin == None: ymin = numpy.nanmin(y)
246 if ymax == None: ymax = numpy.nanmax(y)
252 if ymax == None: ymax = numpy.nanmax(y)
247
253
248 self.plot = self.__driver.createPline(self.ax, x, y,
254 self.plot = self.__driver.createPline(self.ax, x, y,
249 xmin, xmax,
255 xmin, xmax,
250 ymin, ymax,
256 ymin, ymax,
251 xlabel=xlabel,
257 xlabel=xlabel,
252 ylabel=ylabel,
258 ylabel=ylabel,
253 title=title,
259 title=title,
254 **kwargs)
260 **kwargs)
255
261
256 self.idlineList.append(0)
262 self.idlineList.append(0)
257 self.__firsttime = False
263 self.__firsttime = False
258 return
264 return
259
265
260 self.__driver.pline(self.plot, x, y, xlabel=xlabel,
266 self.__driver.pline(self.plot, x, y, xlabel=xlabel,
261 ylabel=ylabel,
267 ylabel=ylabel,
262 title=title)
268 title=title)
263
269
264 def addpline(self, x, y, idline, **kwargs):
270 def addpline(self, x, y, idline, **kwargs):
265 lines = self.ax.lines
271 lines = self.ax.lines
266
272
267 if idline in self.idlineList:
273 if idline in self.idlineList:
268 self.__driver.set_linedata(self.ax, x, y, idline)
274 self.__driver.set_linedata(self.ax, x, y, idline)
269
275
270 if idline not in(self.idlineList):
276 if idline not in(self.idlineList):
271 self.__driver.addpline(self.ax, x, y, **kwargs)
277 self.__driver.addpline(self.ax, x, y, **kwargs)
272 self.idlineList.append(idline)
278 self.idlineList.append(idline)
273
279
274 return
280 return
275
281
276 def pmultiline(self, x, y,
282 def pmultiline(self, x, y,
277 xmin=None, xmax=None,
283 xmin=None, xmax=None,
278 ymin=None, ymax=None,
284 ymin=None, ymax=None,
279 xlabel='', ylabel='',
285 xlabel='', ylabel='',
280 title='',
286 title='',
281 **kwargs):
287 **kwargs):
282
288
283 if self.__firsttime:
289 if self.__firsttime:
284
290
285 if xmin == None: xmin = numpy.nanmin(x)
291 if xmin == None: xmin = numpy.nanmin(x)
286 if xmax == None: xmax = numpy.nanmax(x)
292 if xmax == None: xmax = numpy.nanmax(x)
287 if ymin == None: ymin = numpy.nanmin(y)
293 if ymin == None: ymin = numpy.nanmin(y)
288 if ymax == None: ymax = numpy.nanmax(y)
294 if ymax == None: ymax = numpy.nanmax(y)
289
295
290 self.plot = self.__driver.createPmultiline(self.ax, x, y,
296 self.plot = self.__driver.createPmultiline(self.ax, x, y,
291 xmin, xmax,
297 xmin, xmax,
292 ymin, ymax,
298 ymin, ymax,
293 xlabel=xlabel,
299 xlabel=xlabel,
294 ylabel=ylabel,
300 ylabel=ylabel,
295 title=title,
301 title=title,
296 **kwargs)
302 **kwargs)
297 self.__firsttime = False
303 self.__firsttime = False
298 return
304 return
299
305
300 self.__driver.pmultiline(self.plot, x, y, xlabel=xlabel,
306 self.__driver.pmultiline(self.plot, x, y, xlabel=xlabel,
301 ylabel=ylabel,
307 ylabel=ylabel,
302 title=title)
308 title=title)
303
309
304 def pmultilineyaxis(self, x, y,
310 def pmultilineyaxis(self, x, y,
305 xmin=None, xmax=None,
311 xmin=None, xmax=None,
306 ymin=None, ymax=None,
312 ymin=None, ymax=None,
307 xlabel='', ylabel='',
313 xlabel='', ylabel='',
308 title='',
314 title='',
309 **kwargs):
315 **kwargs):
310
316
311 if self.__firsttime:
317 if self.__firsttime:
312
318
313 if xmin == None: xmin = numpy.nanmin(x)
319 if xmin == None: xmin = numpy.nanmin(x)
314 if xmax == None: xmax = numpy.nanmax(x)
320 if xmax == None: xmax = numpy.nanmax(x)
315 if ymin == None: ymin = numpy.nanmin(y)
321 if ymin == None: ymin = numpy.nanmin(y)
316 if ymax == None: ymax = numpy.nanmax(y)
322 if ymax == None: ymax = numpy.nanmax(y)
317
323
318 self.plot = self.__driver.createPmultilineYAxis(self.ax, x, y,
324 self.plot = self.__driver.createPmultilineYAxis(self.ax, x, y,
319 xmin, xmax,
325 xmin, xmax,
320 ymin, ymax,
326 ymin, ymax,
321 xlabel=xlabel,
327 xlabel=xlabel,
322 ylabel=ylabel,
328 ylabel=ylabel,
323 title=title,
329 title=title,
324 **kwargs)
330 **kwargs)
325 if self.xmin == None: self.xmin = xmin
331 if self.xmin == None: self.xmin = xmin
326 if self.xmax == None: self.xmax = xmax
332 if self.xmax == None: self.xmax = xmax
327 if self.ymin == None: self.ymin = ymin
333 if self.ymin == None: self.ymin = ymin
328 if self.ymax == None: self.ymax = ymax
334 if self.ymax == None: self.ymax = ymax
329
335
330 self.__firsttime = False
336 self.__firsttime = False
331 return
337 return
332
338
333 self.__driver.pmultilineyaxis(self.plot, x, y, xlabel=xlabel,
339 self.__driver.pmultilineyaxis(self.plot, x, y, xlabel=xlabel,
334 ylabel=ylabel,
340 ylabel=ylabel,
335 title=title)
341 title=title)
336
342
337 def pcolor(self, x, y, z,
343 def pcolor(self, x, y, z,
338 xmin=None, xmax=None,
344 xmin=None, xmax=None,
339 ymin=None, ymax=None,
345 ymin=None, ymax=None,
340 zmin=None, zmax=None,
346 zmin=None, zmax=None,
341 xlabel='', ylabel='',
347 xlabel='', ylabel='',
342 title='', rti = False, colormap='jet',
348 title='', rti = False, colormap='jet',
343 **kwargs):
349 **kwargs):
344
350
345 """
351 """
346 Input:
352 Input:
347 x :
353 x :
348 y :
354 y :
349 x :
355 x :
350 xmin :
356 xmin :
351 xmax :
357 xmax :
352 ymin :
358 ymin :
353 ymax :
359 ymax :
354 zmin :
360 zmin :
355 zmax :
361 zmax :
356 xlabel :
362 xlabel :
357 ylabel :
363 ylabel :
358 title :
364 title :
359 **kwargs : Los parametros aceptados son
365 **kwargs : Los parametros aceptados son
360 ticksize=9,
366 ticksize=9,
361 cblabel=''
367 cblabel=''
362 rti = True or False
368 rti = True or False
363 """
369 """
364
370
365 if self.__firsttime:
371 if self.__firsttime:
366
372
367 if xmin == None: xmin = numpy.nanmin(x)
373 if xmin == None: xmin = numpy.nanmin(x)
368 if xmax == None: xmax = numpy.nanmax(x)
374 if xmax == None: xmax = numpy.nanmax(x)
369 if ymin == None: ymin = numpy.nanmin(y)
375 if ymin == None: ymin = numpy.nanmin(y)
370 if ymax == None: ymax = numpy.nanmax(y)
376 if ymax == None: ymax = numpy.nanmax(y)
371 if zmin == None: zmin = numpy.nanmin(z)
377 if zmin == None: zmin = numpy.nanmin(z)
372 if zmax == None: zmax = numpy.nanmax(z)
378 if zmax == None: zmax = numpy.nanmax(z)
373
379
374
380
375 self.plot = self.__driver.createPcolor(self.ax, x, y, z,
381 self.plot = self.__driver.createPcolor(self.ax, x, y, z,
376 xmin, xmax,
382 xmin, xmax,
377 ymin, ymax,
383 ymin, ymax,
378 zmin, zmax,
384 zmin, zmax,
379 xlabel=xlabel,
385 xlabel=xlabel,
380 ylabel=ylabel,
386 ylabel=ylabel,
381 title=title,
387 title=title,
382 colormap=colormap,
388 colormap=colormap,
383 **kwargs)
389 **kwargs)
384
390
385 if self.xmin == None: self.xmin = xmin
391 if self.xmin == None: self.xmin = xmin
386 if self.xmax == None: self.xmax = xmax
392 if self.xmax == None: self.xmax = xmax
387 if self.ymin == None: self.ymin = ymin
393 if self.ymin == None: self.ymin = ymin
388 if self.ymax == None: self.ymax = ymax
394 if self.ymax == None: self.ymax = ymax
389 if self.zmin == None: self.zmin = zmin
395 if self.zmin == None: self.zmin = zmin
390 if self.zmax == None: self.zmax = zmax
396 if self.zmax == None: self.zmax = zmax
391
397
392 self.__firsttime = False
398 self.__firsttime = False
393 return
399 return
394
400
395 if rti:
401 if rti:
396 self.__driver.addpcolor(self.ax, x, y, z, self.zmin, self.zmax,
402 self.__driver.addpcolor(self.ax, x, y, z, self.zmin, self.zmax,
397 xlabel=xlabel,
403 xlabel=xlabel,
398 ylabel=ylabel,
404 ylabel=ylabel,
399 title=title,
405 title=title,
400 colormap=colormap)
406 colormap=colormap)
401 return
407 return
402
408
403 self.__driver.pcolor(self.plot, z,
409 self.__driver.pcolor(self.plot, z,
404 xlabel=xlabel,
410 xlabel=xlabel,
405 ylabel=ylabel,
411 ylabel=ylabel,
406 title=title)
412 title=title)
407
413
408 No newline at end of file
414
Show file before | Show file after | Hide comments
@@ -1,990 +1,1004
1 import numpy
1 import numpy
2 import time, datetime
2 import time, datetime, os
3 from graphics.figure import *
3 from graphics.figure import *
4
4
5 class CrossSpectraPlot(Figure):
5 class CrossSpectraPlot(Figure):
6
6
7 __isConfig = None
7 __isConfig = None
8 __nsubplots = None
8 __nsubplots = None
9
9
10 WIDTH = None
10 WIDTH = None
11 HEIGHT = None
11 HEIGHT = None
12 WIDTHPROF = None
12 WIDTHPROF = None
13 HEIGHTPROF = None
13 HEIGHTPROF = None
14 PREFIX = 'cspc'
14 PREFIX = 'cspc'
15
15
16 def __init__(self):
16 def __init__(self):
17
17
18 self.__isConfig = False
18 self.__isConfig = False
19 self.__nsubplots = 4
19 self.__nsubplots = 4
20
20
21 self.WIDTH = 250
21 self.WIDTH = 250
22 self.HEIGHT = 250
22 self.HEIGHT = 250
23 self.WIDTHPROF = 0
23 self.WIDTHPROF = 0
24 self.HEIGHTPROF = 0
24 self.HEIGHTPROF = 0
25
25
26 def getSubplots(self):
26 def getSubplots(self):
27
27
28 ncol = 4
28 ncol = 4
29 nrow = self.nplots
29 nrow = self.nplots
30
30
31 return nrow, ncol
31 return nrow, ncol
32
32
33 def setup(self, idfigure, nplots, wintitle, showprofile=True):
33 def setup(self, idfigure, nplots, wintitle, showprofile=True):
34
34
35 self.__showprofile = showprofile
35 self.__showprofile = showprofile
36 self.nplots = nplots
36 self.nplots = nplots
37
37
38 ncolspan = 1
38 ncolspan = 1
39 colspan = 1
39 colspan = 1
40
40
41 self.createFigure(idfigure = idfigure,
41 self.createFigure(idfigure = idfigure,
42 wintitle = wintitle,
42 wintitle = wintitle,
43 widthplot = self.WIDTH + self.WIDTHPROF,
43 widthplot = self.WIDTH + self.WIDTHPROF,
44 heightplot = self.HEIGHT + self.HEIGHTPROF)
44 heightplot = self.HEIGHT + self.HEIGHTPROF)
45
45
46 nrow, ncol = self.getSubplots()
46 nrow, ncol = self.getSubplots()
47
47
48 counter = 0
48 counter = 0
49 for y in range(nrow):
49 for y in range(nrow):
50 for x in range(ncol):
50 for x in range(ncol):
51 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
51 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
52
52
53 counter += 1
53 counter += 1
54
54
55 def run(self, dataOut, idfigure, wintitle="", pairsList=None, showprofile='True',
55 def run(self, dataOut, idfigure, wintitle="", pairsList=None, showprofile='True',
56 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
56 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
57 save=False, figpath='./', figfile=None,
57 save=False, figpath='./', figfile=None,
58 power_cmap='jet', coherence_cmap='jet', phase_cmap='RdBu_r'):
58 power_cmap='jet', coherence_cmap='jet', phase_cmap='RdBu_r'):
59
59
60 """
60 """
61
61
62 Input:
62 Input:
63 dataOut :
63 dataOut :
64 idfigure :
64 idfigure :
65 wintitle :
65 wintitle :
66 channelList :
66 channelList :
67 showProfile :
67 showProfile :
68 xmin : None,
68 xmin : None,
69 xmax : None,
69 xmax : None,
70 ymin : None,
70 ymin : None,
71 ymax : None,
71 ymax : None,
72 zmin : None,
72 zmin : None,
73 zmax : None
73 zmax : None
74 """
74 """
75
75
76 if pairsList == None:
76 if pairsList == None:
77 pairsIndexList = dataOut.pairsIndexList
77 pairsIndexList = dataOut.pairsIndexList
78 else:
78 else:
79 pairsIndexList = []
79 pairsIndexList = []
80 for pair in pairsList:
80 for pair in pairsList:
81 if pair not in dataOut.pairsList:
81 if pair not in dataOut.pairsList:
82 raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair)
82 raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair)
83 pairsIndexList.append(dataOut.pairsList.index(pair))
83 pairsIndexList.append(dataOut.pairsList.index(pair))
84
84
85 if pairsIndexList == []:
85 if pairsIndexList == []:
86 return
86 return
87
87
88 if len(pairsIndexList) > 4:
88 if len(pairsIndexList) > 4:
89 pairsIndexList = pairsIndexList[0:4]
89 pairsIndexList = pairsIndexList[0:4]
90 factor = dataOut.normFactor
90 factor = dataOut.normFactor
91 x = dataOut.getVelRange(1)
91 x = dataOut.getVelRange(1)
92 y = dataOut.getHeiRange()
92 y = dataOut.getHeiRange()
93 z = dataOut.data_spc[:,:,:]/factor
93 z = dataOut.data_spc[:,:,:]/factor
94 # z = numpy.where(numpy.isfinite(z), z, numpy.NAN)
94 # z = numpy.where(numpy.isfinite(z), z, numpy.NAN)
95 avg = numpy.abs(numpy.average(z, axis=1))
95 avg = numpy.abs(numpy.average(z, axis=1))
96 noise = dataOut.getNoise()/factor
96 noise = dataOut.getNoise()/factor
97
97
98 zdB = 10*numpy.log10(z)
98 zdB = 10*numpy.log10(z)
99 avgdB = 10*numpy.log10(avg)
99 avgdB = 10*numpy.log10(avg)
100 noisedB = 10*numpy.log10(noise)
100 noisedB = 10*numpy.log10(noise)
101
101
102
102
103 thisDatetime = dataOut.datatime
103 thisDatetime = dataOut.datatime
104 title = "Cross-Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
104 title = "Cross-Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
105 xlabel = "Velocity (m/s)"
105 xlabel = "Velocity (m/s)"
106 ylabel = "Range (Km)"
106 ylabel = "Range (Km)"
107
107
108 if not self.__isConfig:
108 if not self.__isConfig:
109
109
110 nplots = len(pairsIndexList)
110 nplots = len(pairsIndexList)
111
111
112 self.setup(idfigure=idfigure,
112 self.setup(idfigure=idfigure,
113 nplots=nplots,
113 nplots=nplots,
114 wintitle=wintitle,
114 wintitle=wintitle,
115 showprofile=showprofile)
115 showprofile=showprofile)
116
116
117 if xmin == None: xmin = numpy.nanmin(x)
117 if xmin == None: xmin = numpy.nanmin(x)
118 if xmax == None: xmax = numpy.nanmax(x)
118 if xmax == None: xmax = numpy.nanmax(x)
119 if ymin == None: ymin = numpy.nanmin(y)
119 if ymin == None: ymin = numpy.nanmin(y)
120 if ymax == None: ymax = numpy.nanmax(y)
120 if ymax == None: ymax = numpy.nanmax(y)
121 if zmin == None: zmin = numpy.nanmin(avgdB)*0.9
121 if zmin == None: zmin = numpy.nanmin(avgdB)*0.9
122 if zmax == None: zmax = numpy.nanmax(avgdB)*0.9
122 if zmax == None: zmax = numpy.nanmax(avgdB)*0.9
123
123
124 self.__isConfig = True
124 self.__isConfig = True
125
125
126 self.setWinTitle(title)
126 self.setWinTitle(title)
127
127
128 for i in range(self.nplots):
128 for i in range(self.nplots):
129 pair = dataOut.pairsList[pairsIndexList[i]]
129 pair = dataOut.pairsList[pairsIndexList[i]]
130
130
131 title = "Channel %d: %4.2fdB" %(pair[0], noisedB[pair[0]])
131 title = "Channel %d: %4.2fdB" %(pair[0], noisedB[pair[0]])
132 zdB = 10.*numpy.log10(dataOut.data_spc[pair[0],:,:]/factor)
132 zdB = 10.*numpy.log10(dataOut.data_spc[pair[0],:,:]/factor)
133 axes0 = self.axesList[i*self.__nsubplots]
133 axes0 = self.axesList[i*self.__nsubplots]
134 axes0.pcolor(x, y, zdB,
134 axes0.pcolor(x, y, zdB,
135 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
135 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
136 xlabel=xlabel, ylabel=ylabel, title=title,
136 xlabel=xlabel, ylabel=ylabel, title=title,
137 ticksize=9, colormap=power_cmap, cblabel='')
137 ticksize=9, colormap=power_cmap, cblabel='')
138
138
139 title = "Channel %d: %4.2fdB" %(pair[1], noisedB[pair[1]])
139 title = "Channel %d: %4.2fdB" %(pair[1], noisedB[pair[1]])
140 zdB = 10.*numpy.log10(dataOut.data_spc[pair[1],:,:]/factor)
140 zdB = 10.*numpy.log10(dataOut.data_spc[pair[1],:,:]/factor)
141 axes0 = self.axesList[i*self.__nsubplots+1]
141 axes0 = self.axesList[i*self.__nsubplots+1]
142 axes0.pcolor(x, y, zdB,
142 axes0.pcolor(x, y, zdB,
143 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
143 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
144 xlabel=xlabel, ylabel=ylabel, title=title,
144 xlabel=xlabel, ylabel=ylabel, title=title,
145 ticksize=9, colormap=power_cmap, cblabel='')
145 ticksize=9, colormap=power_cmap, cblabel='')
146
146
147 coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[pair[0],:,:]*dataOut.data_spc[pair[1],:,:])
147 coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[pair[0],:,:]*dataOut.data_spc[pair[1],:,:])
148 coherence = numpy.abs(coherenceComplex)
148 coherence = numpy.abs(coherenceComplex)
149 # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi
149 # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi
150 phase = numpy.arctan2(coherenceComplex.imag, coherenceComplex.real)*180/numpy.pi
150 phase = numpy.arctan2(coherenceComplex.imag, coherenceComplex.real)*180/numpy.pi
151
151
152 title = "Coherence %d%d" %(pair[0], pair[1])
152 title = "Coherence %d%d" %(pair[0], pair[1])
153 axes0 = self.axesList[i*self.__nsubplots+2]
153 axes0 = self.axesList[i*self.__nsubplots+2]
154 axes0.pcolor(x, y, coherence,
154 axes0.pcolor(x, y, coherence,
155 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=0, zmax=1,
155 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=0, zmax=1,
156 xlabel=xlabel, ylabel=ylabel, title=title,
156 xlabel=xlabel, ylabel=ylabel, title=title,
157 ticksize=9, colormap=coherence_cmap, cblabel='')
157 ticksize=9, colormap=coherence_cmap, cblabel='')
158
158
159 title = "Phase %d%d" %(pair[0], pair[1])
159 title = "Phase %d%d" %(pair[0], pair[1])
160 axes0 = self.axesList[i*self.__nsubplots+3]
160 axes0 = self.axesList[i*self.__nsubplots+3]
161 axes0.pcolor(x, y, phase,
161 axes0.pcolor(x, y, phase,
162 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180,
162 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180,
163 xlabel=xlabel, ylabel=ylabel, title=title,
163 xlabel=xlabel, ylabel=ylabel, title=title,
164 ticksize=9, colormap=phase_cmap, cblabel='')
164 ticksize=9, colormap=phase_cmap, cblabel='')
165
165
166
166
167
167
168 self.draw()
168 self.draw()
169
169
170 if save:
170 if save:
171 date = thisDatetime.strftime("%Y%m%d_%H%M%S")
171 date = thisDatetime.strftime("%Y%m%d_%H%M%S")
172 if figfile == None:
172 if figfile == None:
173 figfile = self.getFilename(name = date)
173 figfile = self.getFilename(name = date)
174
174
175 self.saveFigure(figpath, figfile)
175 self.saveFigure(figpath, figfile)
176
176
177
177
178 class RTIPlot(Figure):
178 class RTIPlot(Figure):
179
179
180 __isConfig = None
180 __isConfig = None
181 __nsubplots = None
181 __nsubplots = None
182
182
183 WIDTHPROF = None
183 WIDTHPROF = None
184 HEIGHTPROF = None
184 HEIGHTPROF = None
185 PREFIX = 'rti'
185 PREFIX = 'rti'
186
186
187 def __init__(self):
187 def __init__(self):
188
188
189 self.timerange = 2*60*60
189 self.timerange = 2*60*60
190 self.__isConfig = False
190 self.__isConfig = False
191 self.__nsubplots = 1
191 self.__nsubplots = 1
192
192
193 self.WIDTH = 800
193 self.WIDTH = 800
194 self.HEIGHT = 150
194 self.HEIGHT = 150
195 self.WIDTHPROF = 120
195 self.WIDTHPROF = 120
196 self.HEIGHTPROF = 0
196 self.HEIGHTPROF = 0
197 self.counterftp = 0
197
198
198 def getSubplots(self):
199 def getSubplots(self):
199
200
200 ncol = 1
201 ncol = 1
201 nrow = self.nplots
202 nrow = self.nplots
202
203
203 return nrow, ncol
204 return nrow, ncol
204
205
205 def setup(self, idfigure, nplots, wintitle, showprofile=True):
206 def setup(self, idfigure, nplots, wintitle, showprofile=True):
206
207
207 self.__showprofile = showprofile
208 self.__showprofile = showprofile
208 self.nplots = nplots
209 self.nplots = nplots
209
210
210 ncolspan = 1
211 ncolspan = 1
211 colspan = 1
212 colspan = 1
212 if showprofile:
213 if showprofile:
213 ncolspan = 7
214 ncolspan = 7
214 colspan = 6
215 colspan = 6
215 self.__nsubplots = 2
216 self.__nsubplots = 2
216
217
217 self.createFigure(idfigure = idfigure,
218 self.createFigure(idfigure = idfigure,
218 wintitle = wintitle,
219 wintitle = wintitle,
219 widthplot = self.WIDTH + self.WIDTHPROF,
220 widthplot = self.WIDTH + self.WIDTHPROF,
220 heightplot = self.HEIGHT + self.HEIGHTPROF)
221 heightplot = self.HEIGHT + self.HEIGHTPROF)
221
222
222 nrow, ncol = self.getSubplots()
223 nrow, ncol = self.getSubplots()
223
224
224 counter = 0
225 counter = 0
225 for y in range(nrow):
226 for y in range(nrow):
226 for x in range(ncol):
227 for x in range(ncol):
227
228
228 if counter >= self.nplots:
229 if counter >= self.nplots:
229 break
230 break
230
231
231 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
232 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
232
233
233 if showprofile:
234 if showprofile:
234 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1)
235 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1)
235
236
236 counter += 1
237 counter += 1
237
238
238 def run(self, dataOut, idfigure, wintitle="", channelList=None, showprofile='True',
239 def run(self, dataOut, idfigure, wintitle="", channelList=None, showprofile='True',
239 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
240 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
240 timerange=None,
241 timerange=None,
241 save=False, figpath='./', figfile=None):
242 save=False, figpath='./', figfile=None, ftp=False, ftpratio=1):
242
243
243 """
244 """
244
245
245 Input:
246 Input:
246 dataOut :
247 dataOut :
247 idfigure :
248 idfigure :
248 wintitle :
249 wintitle :
249 channelList :
250 channelList :
250 showProfile :
251 showProfile :
251 xmin : None,
252 xmin : None,
252 xmax : None,
253 xmax : None,
253 ymin : None,
254 ymin : None,
254 ymax : None,
255 ymax : None,
255 zmin : None,
256 zmin : None,
256 zmax : None
257 zmax : None
257 """
258 """
258
259
259 if channelList == None:
260 if channelList == None:
260 channelIndexList = dataOut.channelIndexList
261 channelIndexList = dataOut.channelIndexList
261 else:
262 else:
262 channelIndexList = []
263 channelIndexList = []
263 for channel in channelList:
264 for channel in channelList:
264 if channel not in dataOut.channelList:
265 if channel not in dataOut.channelList:
265 raise ValueError, "Channel %d is not in dataOut.channelList"
266 raise ValueError, "Channel %d is not in dataOut.channelList"
266 channelIndexList.append(dataOut.channelList.index(channel))
267 channelIndexList.append(dataOut.channelList.index(channel))
267
268
268 if timerange != None:
269 if timerange != None:
269 self.timerange = timerange
270 self.timerange = timerange
270
271
271 tmin = None
272 tmin = None
272 tmax = None
273 tmax = None
273 factor = dataOut.normFactor
274 factor = dataOut.normFactor
274 x = dataOut.getTimeRange()
275 x = dataOut.getTimeRange()
275 y = dataOut.getHeiRange()
276 y = dataOut.getHeiRange()
276
277
277 z = dataOut.data_spc[channelIndexList,:,:]/factor
278 z = dataOut.data_spc[channelIndexList,:,:]/factor
278 z = numpy.where(numpy.isfinite(z), z, numpy.NAN)
279 z = numpy.where(numpy.isfinite(z), z, numpy.NAN)
279 avg = numpy.average(z, axis=1)
280 avg = numpy.average(z, axis=1)
280
281
281 avgdB = 10.*numpy.log10(avg)
282 avgdB = 10.*numpy.log10(avg)
282
283
283
284
284 thisDatetime = dataOut.datatime
285 thisDatetime = dataOut.datatime
285 title = "RTI: %s" %(thisDatetime.strftime("%d-%b-%Y"))
286 title = "RTI: %s" %(thisDatetime.strftime("%d-%b-%Y"))
286 xlabel = ""
287 xlabel = ""
287 ylabel = "Range (Km)"
288 ylabel = "Range (Km)"
288
289
289 if not self.__isConfig:
290 if not self.__isConfig:
290
291
291 nplots = len(channelIndexList)
292 nplots = len(channelIndexList)
292
293
293 self.setup(idfigure=idfigure,
294 self.setup(idfigure=idfigure,
294 nplots=nplots,
295 nplots=nplots,
295 wintitle=wintitle,
296 wintitle=wintitle,
296 showprofile=showprofile)
297 showprofile=showprofile)
297
298
298 tmin, tmax = self.getTimeLim(x, xmin, xmax)
299 tmin, tmax = self.getTimeLim(x, xmin, xmax)
299 if ymin == None: ymin = numpy.nanmin(y)
300 if ymin == None: ymin = numpy.nanmin(y)
300 if ymax == None: ymax = numpy.nanmax(y)
301 if ymax == None: ymax = numpy.nanmax(y)
301 if zmin == None: zmin = numpy.nanmin(avgdB)*0.9
302 if zmin == None: zmin = numpy.nanmin(avgdB)*0.9
302 if zmax == None: zmax = numpy.nanmax(avgdB)*0.9
303 if zmax == None: zmax = numpy.nanmax(avgdB)*0.9
303
304
304 self.name = thisDatetime.strftime("%Y%m%d_%H%M%S")
305 self.name = thisDatetime.strftime("%Y%m%d_%H%M%S")
305 self.__isConfig = True
306 self.__isConfig = True
306
307
307
308
308 self.setWinTitle(title)
309 self.setWinTitle(title)
309
310
310 for i in range(self.nplots):
311 for i in range(self.nplots):
311 title = "Channel %d: %s" %(dataOut.channelList[i], thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
312 title = "Channel %d: %s" %(dataOut.channelList[i], thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
312 axes = self.axesList[i*self.__nsubplots]
313 axes = self.axesList[i*self.__nsubplots]
313 zdB = avgdB[i].reshape((1,-1))
314 zdB = avgdB[i].reshape((1,-1))
314 axes.pcolor(x, y, zdB,
315 axes.pcolor(x, y, zdB,
315 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
316 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
316 xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,
317 xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,
317 ticksize=9, cblabel='', cbsize="1%")
318 ticksize=9, cblabel='', cbsize="1%")
318
319
319 if self.__showprofile:
320 if self.__showprofile:
320 axes = self.axesList[i*self.__nsubplots +1]
321 axes = self.axesList[i*self.__nsubplots +1]
321 axes.pline(avgdB[i], y,
322 axes.pline(avgdB[i], y,
322 xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax,
323 xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax,
323 xlabel='dB', ylabel='', title='',
324 xlabel='dB', ylabel='', title='',
324 ytick_visible=False,
325 ytick_visible=False,
325 grid='x')
326 grid='x')
326
327
327 self.draw()
328 self.draw()
328
329
329 if save:
330 if save:
330
331
331 if figfile == None:
332 if figfile == None:
332 figfile = self.getFilename(name = self.name)
333 figfile = self.getFilename(name = self.name)
333
334
334 self.saveFigure(figpath, figfile)
335 self.saveFigure(figpath, figfile)
335
336
337 self.counterftp += 1
338 if (ftp and (self.counterftp==ftpratio)):
339 figfilename = os.path.join(figpath,figfile)
340 self.sendByFTP(figfilename)
341 self.counterftp = 0
342
336 if x[1] + (x[1]-x[0]) >= self.axesList[0].xmax:
343 if x[1] + (x[1]-x[0]) >= self.axesList[0].xmax:
337 self.__isConfig = False
344 self.__isConfig = False
338
345
339 class SpectraPlot(Figure):
346 class SpectraPlot(Figure):
340
347
341 __isConfig = None
348 __isConfig = None
342 __nsubplots = None
349 __nsubplots = None
343
350
344 WIDTHPROF = None
351 WIDTHPROF = None
345 HEIGHTPROF = None
352 HEIGHTPROF = None
346 PREFIX = 'spc'
353 PREFIX = 'spc'
347
354
348 def __init__(self):
355 def __init__(self):
349
356
350 self.__isConfig = False
357 self.__isConfig = False
351 self.__nsubplots = 1
358 self.__nsubplots = 1
352
359
353 self.WIDTH = 230
360 self.WIDTH = 230
354 self.HEIGHT = 250
361 self.HEIGHT = 250
355 self.WIDTHPROF = 120
362 self.WIDTHPROF = 120
356 self.HEIGHTPROF = 0
363 self.HEIGHTPROF = 0
357
364
358 def getSubplots(self):
365 def getSubplots(self):
359
366
360 ncol = int(numpy.sqrt(self.nplots)+0.9)
367 ncol = int(numpy.sqrt(self.nplots)+0.9)
361 nrow = int(self.nplots*1./ncol + 0.9)
368 nrow = int(self.nplots*1./ncol + 0.9)
362
369
363 return nrow, ncol
370 return nrow, ncol
364
371
365 def setup(self, idfigure, nplots, wintitle, showprofile=True):
372 def setup(self, idfigure, nplots, wintitle, showprofile=True):
366
373
367 self.__showprofile = showprofile
374 self.__showprofile = showprofile
368 self.nplots = nplots
375 self.nplots = nplots
369
376
370 ncolspan = 1
377 ncolspan = 1
371 colspan = 1
378 colspan = 1
372 if showprofile:
379 if showprofile:
373 ncolspan = 3
380 ncolspan = 3
374 colspan = 2
381 colspan = 2
375 self.__nsubplots = 2
382 self.__nsubplots = 2
376
383
377 self.createFigure(idfigure = idfigure,
384 self.createFigure(idfigure = idfigure,
378 wintitle = wintitle,
385 wintitle = wintitle,
379 widthplot = self.WIDTH + self.WIDTHPROF,
386 widthplot = self.WIDTH + self.WIDTHPROF,
380 heightplot = self.HEIGHT + self.HEIGHTPROF)
387 heightplot = self.HEIGHT + self.HEIGHTPROF)
381
388
382 nrow, ncol = self.getSubplots()
389 nrow, ncol = self.getSubplots()
383
390
384 counter = 0
391 counter = 0
385 for y in range(nrow):
392 for y in range(nrow):
386 for x in range(ncol):
393 for x in range(ncol):
387
394
388 if counter >= self.nplots:
395 if counter >= self.nplots:
389 break
396 break
390
397
391 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
398 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
392
399
393 if showprofile:
400 if showprofile:
394 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1)
401 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1)
395
402
396 counter += 1
403 counter += 1
397
404
398 def run(self, dataOut, idfigure, wintitle="", channelList=None, showprofile='True',
405 def run(self, dataOut, idfigure, wintitle="", channelList=None, showprofile='True',
399 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
406 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
400 save=False, figpath='./', figfile=None):
407 save=False, figpath='./', figfile=None):
401
408
402 """
409 """
403
410
404 Input:
411 Input:
405 dataOut :
412 dataOut :
406 idfigure :
413 idfigure :
407 wintitle :
414 wintitle :
408 channelList :
415 channelList :
409 showProfile :
416 showProfile :
410 xmin : None,
417 xmin : None,
411 xmax : None,
418 xmax : None,
412 ymin : None,
419 ymin : None,
413 ymax : None,
420 ymax : None,
414 zmin : None,
421 zmin : None,
415 zmax : None
422 zmax : None
416 """
423 """
417
424
418 if channelList == None:
425 if channelList == None:
419 channelIndexList = dataOut.channelIndexList
426 channelIndexList = dataOut.channelIndexList
420 else:
427 else:
421 channelIndexList = []
428 channelIndexList = []
422 for channel in channelList:
429 for channel in channelList:
423 if channel not in dataOut.channelList:
430 if channel not in dataOut.channelList:
424 raise ValueError, "Channel %d is not in dataOut.channelList"
431 raise ValueError, "Channel %d is not in dataOut.channelList"
425 channelIndexList.append(dataOut.channelList.index(channel))
432 channelIndexList.append(dataOut.channelList.index(channel))
426 factor = dataOut.normFactor
433 factor = dataOut.normFactor
427 x = dataOut.getVelRange(1)
434 x = dataOut.getVelRange(1)
428 y = dataOut.getHeiRange()
435 y = dataOut.getHeiRange()
429
436
430 z = dataOut.data_spc[channelIndexList,:,:]/factor
437 z = dataOut.data_spc[channelIndexList,:,:]/factor
431 z = numpy.where(numpy.isfinite(z), z, numpy.NAN)
438 z = numpy.where(numpy.isfinite(z), z, numpy.NAN)
432 avg = numpy.average(z, axis=1)
439 avg = numpy.average(z, axis=1)
433 noise = dataOut.getNoise()/factor
440 noise = dataOut.getNoise()/factor
434
441
435 zdB = 10*numpy.log10(z)
442 zdB = 10*numpy.log10(z)
436 avgdB = 10*numpy.log10(avg)
443 avgdB = 10*numpy.log10(avg)
437 noisedB = 10*numpy.log10(noise)
444 noisedB = 10*numpy.log10(noise)
438
445
439 thisDatetime = dataOut.datatime
446 thisDatetime = dataOut.datatime
440 title = "Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
447 title = "Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
441 xlabel = "Velocity (m/s)"
448 xlabel = "Velocity (m/s)"
442 ylabel = "Range (Km)"
449 ylabel = "Range (Km)"
443
450
444 if not self.__isConfig:
451 if not self.__isConfig:
445
452
446 nplots = len(channelIndexList)
453 nplots = len(channelIndexList)
447
454
448 self.setup(idfigure=idfigure,
455 self.setup(idfigure=idfigure,
449 nplots=nplots,
456 nplots=nplots,
450 wintitle=wintitle,
457 wintitle=wintitle,
451 showprofile=showprofile)
458 showprofile=showprofile)
452
459
453 if xmin == None: xmin = numpy.nanmin(x)
460 if xmin == None: xmin = numpy.nanmin(x)
454 if xmax == None: xmax = numpy.nanmax(x)
461 if xmax == None: xmax = numpy.nanmax(x)
455 if ymin == None: ymin = numpy.nanmin(y)
462 if ymin == None: ymin = numpy.nanmin(y)
456 if ymax == None: ymax = numpy.nanmax(y)
463 if ymax == None: ymax = numpy.nanmax(y)
457 if zmin == None: zmin = numpy.nanmin(avgdB)*0.9
464 if zmin == None: zmin = numpy.nanmin(avgdB)*0.9
458 if zmax == None: zmax = numpy.nanmax(avgdB)*0.9
465 if zmax == None: zmax = numpy.nanmax(avgdB)*0.9
459
466
460 self.__isConfig = True
467 self.__isConfig = True
461
468
462 self.setWinTitle(title)
469 self.setWinTitle(title)
463
470
464 for i in range(self.nplots):
471 for i in range(self.nplots):
465 title = "Channel %d: %4.2fdB" %(dataOut.channelList[i], noisedB[i])
472 title = "Channel %d: %4.2fdB" %(dataOut.channelList[i], noisedB[i])
466 axes = self.axesList[i*self.__nsubplots]
473 axes = self.axesList[i*self.__nsubplots]
467 axes.pcolor(x, y, zdB[i,:,:],
474 axes.pcolor(x, y, zdB[i,:,:],
468 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
475 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax,
469 xlabel=xlabel, ylabel=ylabel, title=title,
476 xlabel=xlabel, ylabel=ylabel, title=title,
470 ticksize=9, cblabel='')
477 ticksize=9, cblabel='')
471
478
472 if self.__showprofile:
479 if self.__showprofile:
473 axes = self.axesList[i*self.__nsubplots +1]
480 axes = self.axesList[i*self.__nsubplots +1]
474 axes.pline(avgdB[i], y,
481 axes.pline(avgdB[i], y,
475 xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax,
482 xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax,
476 xlabel='dB', ylabel='', title='',
483 xlabel='dB', ylabel='', title='',
477 ytick_visible=False,
484 ytick_visible=False,
478 grid='x')
485 grid='x')
479
486
480 noiseline = numpy.repeat(noisedB[i], len(y))
487 noiseline = numpy.repeat(noisedB[i], len(y))
481 axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2)
488 axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2)
482
489
483 self.draw()
490 self.draw()
484
491
485 if save:
492 if save:
486 date = thisDatetime.strftime("%Y%m%d_%H%M%S")
493 date = thisDatetime.strftime("%Y%m%d_%H%M%S")
487 if figfile == None:
494 if figfile == None:
488 figfile = self.getFilename(name = date)
495 figfile = self.getFilename(name = date)
489
496
490 self.saveFigure(figpath, figfile)
497 self.saveFigure(figpath, figfile)
491
498
492 class Scope(Figure):
499 class Scope(Figure):
493
500
494 __isConfig = None
501 __isConfig = None
495
502
496 def __init__(self):
503 def __init__(self):
497
504
498 self.__isConfig = False
505 self.__isConfig = False
499 self.WIDTH = 600
506 self.WIDTH = 600
500 self.HEIGHT = 200
507 self.HEIGHT = 200
501
508
502 def getSubplots(self):
509 def getSubplots(self):
503
510
504 nrow = self.nplots
511 nrow = self.nplots
505 ncol = 3
512 ncol = 3
506 return nrow, ncol
513 return nrow, ncol
507
514
508 def setup(self, idfigure, nplots, wintitle):
515 def setup(self, idfigure, nplots, wintitle):
509
516
510 self.nplots = nplots
517 self.nplots = nplots
511
518
512 self.createFigure(idfigure, wintitle)
519 self.createFigure(idfigure, wintitle)
513
520
514 nrow,ncol = self.getSubplots()
521 nrow,ncol = self.getSubplots()
515 colspan = 3
522 colspan = 3
516 rowspan = 1
523 rowspan = 1
517
524
518 for i in range(nplots):
525 for i in range(nplots):
519 self.addAxes(nrow, ncol, i, 0, colspan, rowspan)
526 self.addAxes(nrow, ncol, i, 0, colspan, rowspan)
520
527
521
528
522
529
523 def run(self, dataOut, idfigure, wintitle="", channelList=None,
530 def run(self, dataOut, idfigure, wintitle="", channelList=None,
524 xmin=None, xmax=None, ymin=None, ymax=None, save=False,
531 xmin=None, xmax=None, ymin=None, ymax=None, save=False,
525 figpath='./', figfile=None):
532 figpath='./', figfile=None):
526
533
527 """
534 """
528
535
529 Input:
536 Input:
530 dataOut :
537 dataOut :
531 idfigure :
538 idfigure :
532 wintitle :
539 wintitle :
533 channelList :
540 channelList :
534 xmin : None,
541 xmin : None,
535 xmax : None,
542 xmax : None,
536 ymin : None,
543 ymin : None,
537 ymax : None,
544 ymax : None,
538 """
545 """
539
546
540 if channelList == None:
547 if channelList == None:
541 channelIndexList = dataOut.channelIndexList
548 channelIndexList = dataOut.channelIndexList
542 else:
549 else:
543 channelIndexList = []
550 channelIndexList = []
544 for channel in channelList:
551 for channel in channelList:
545 if channel not in dataOut.channelList:
552 if channel not in dataOut.channelList:
546 raise ValueError, "Channel %d is not in dataOut.channelList"
553 raise ValueError, "Channel %d is not in dataOut.channelList"
547 channelIndexList.append(dataOut.channelList.index(channel))
554 channelIndexList.append(dataOut.channelList.index(channel))
548
555
549 x = dataOut.heightList
556 x = dataOut.heightList
550 y = dataOut.data[channelIndexList,:] * numpy.conjugate(dataOut.data[channelIndexList,:])
557 y = dataOut.data[channelIndexList,:] * numpy.conjugate(dataOut.data[channelIndexList,:])
551 y = y.real
558 y = y.real
552
559
553 thisDatetime = dataOut.datatime
560 thisDatetime = dataOut.datatime
554 title = "Scope: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
561 title = "Scope: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
555 xlabel = "Range (Km)"
562 xlabel = "Range (Km)"
556 ylabel = "Intensity"
563 ylabel = "Intensity"
557
564
558 if not self.__isConfig:
565 if not self.__isConfig:
559 nplots = len(channelIndexList)
566 nplots = len(channelIndexList)
560
567
561 self.setup(idfigure=idfigure,
568 self.setup(idfigure=idfigure,
562 nplots=nplots,
569 nplots=nplots,
563 wintitle=wintitle)
570 wintitle=wintitle)
564
571
565 if xmin == None: xmin = numpy.nanmin(x)
572 if xmin == None: xmin = numpy.nanmin(x)
566 if xmax == None: xmax = numpy.nanmax(x)
573 if xmax == None: xmax = numpy.nanmax(x)
567 if ymin == None: ymin = numpy.nanmin(y)
574 if ymin == None: ymin = numpy.nanmin(y)
568 if ymax == None: ymax = numpy.nanmax(y)
575 if ymax == None: ymax = numpy.nanmax(y)
569
576
570 self.__isConfig = True
577 self.__isConfig = True
571
578
572 self.setWinTitle(title)
579 self.setWinTitle(title)
573
580
574 for i in range(len(self.axesList)):
581 for i in range(len(self.axesList)):
575 title = "Channel %d" %(i)
582 title = "Channel %d" %(i)
576 axes = self.axesList[i]
583 axes = self.axesList[i]
577 ychannel = y[i,:]
584 ychannel = y[i,:]
578 axes.pline(x, ychannel,
585 axes.pline(x, ychannel,
579 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax,
586 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax,
580 xlabel=xlabel, ylabel=ylabel, title=title)
587 xlabel=xlabel, ylabel=ylabel, title=title)
581
588
582 self.draw()
589 self.draw()
583
590
584 if save:
591 if save:
585 date = thisDatetime.strftime("%Y%m%d_%H%M%S")
592 date = thisDatetime.strftime("%Y%m%d_%H%M%S")
586 if figfile == None:
593 if figfile == None:
587 figfile = self.getFilename(name = date)
594 figfile = self.getFilename(name = date)
588
595
589 self.saveFigure(figpath, figfile)
596 self.saveFigure(figpath, figfile)
590
597
591 class ProfilePlot(Figure):
598 class ProfilePlot(Figure):
592 __isConfig = None
599 __isConfig = None
593 __nsubplots = None
600 __nsubplots = None
594
601
595 WIDTHPROF = None
602 WIDTHPROF = None
596 HEIGHTPROF = None
603 HEIGHTPROF = None
597 PREFIX = 'spcprofile'
604 PREFIX = 'spcprofile'
598
605
599 def __init__(self):
606 def __init__(self):
600 self.__isConfig = False
607 self.__isConfig = False
601 self.__nsubplots = 1
608 self.__nsubplots = 1
602
609
603 self.WIDTH = 300
610 self.WIDTH = 300
604 self.HEIGHT = 500
611 self.HEIGHT = 500
605
612
606 def getSubplots(self):
613 def getSubplots(self):
607 ncol = 1
614 ncol = 1
608 nrow = 1
615 nrow = 1
609
616
610 return nrow, ncol
617 return nrow, ncol
611
618
612 def setup(self, idfigure, nplots, wintitle):
619 def setup(self, idfigure, nplots, wintitle):
613
620
614 self.nplots = nplots
621 self.nplots = nplots
615
622
616 ncolspan = 1
623 ncolspan = 1
617 colspan = 1
624 colspan = 1
618
625
619 self.createFigure(idfigure = idfigure,
626 self.createFigure(idfigure = idfigure,
620 wintitle = wintitle,
627 wintitle = wintitle,
621 widthplot = self.WIDTH,
628 widthplot = self.WIDTH,
622 heightplot = self.HEIGHT)
629 heightplot = self.HEIGHT)
623
630
624 nrow, ncol = self.getSubplots()
631 nrow, ncol = self.getSubplots()
625
632
626 counter = 0
633 counter = 0
627 for y in range(nrow):
634 for y in range(nrow):
628 for x in range(ncol):
635 for x in range(ncol):
629 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
636 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
630
637
631 def run(self, dataOut, idfigure, wintitle="", channelList=None,
638 def run(self, dataOut, idfigure, wintitle="", channelList=None,
632 xmin=None, xmax=None, ymin=None, ymax=None,
639 xmin=None, xmax=None, ymin=None, ymax=None,
633 save=False, figpath='./', figfile=None):
640 save=False, figpath='./', figfile=None):
634
641
635 if channelList == None:
642 if channelList == None:
636 channelIndexList = dataOut.channelIndexList
643 channelIndexList = dataOut.channelIndexList
637 channelList = dataOut.channelList
644 channelList = dataOut.channelList
638 else:
645 else:
639 channelIndexList = []
646 channelIndexList = []
640 for channel in channelList:
647 for channel in channelList:
641 if channel not in dataOut.channelList:
648 if channel not in dataOut.channelList:
642 raise ValueError, "Channel %d is not in dataOut.channelList"
649 raise ValueError, "Channel %d is not in dataOut.channelList"
643 channelIndexList.append(dataOut.channelList.index(channel))
650 channelIndexList.append(dataOut.channelList.index(channel))
644
651
645 factor = dataOut.normFactor
652 factor = dataOut.normFactor
646 y = dataOut.getHeiRange()
653 y = dataOut.getHeiRange()
647 x = dataOut.data_spc[channelIndexList,:,:]/factor
654 x = dataOut.data_spc[channelIndexList,:,:]/factor
648 x = numpy.where(numpy.isfinite(x), x, numpy.NAN)
655 x = numpy.where(numpy.isfinite(x), x, numpy.NAN)
649 avg = numpy.average(x, axis=1)
656 avg = numpy.average(x, axis=1)
650
657
651 avgdB = 10*numpy.log10(avg)
658 avgdB = 10*numpy.log10(avg)
652
659
653 thisDatetime = dataOut.datatime
660 thisDatetime = dataOut.datatime
654 title = "Power Profile"
661 title = "Power Profile"
655 xlabel = "dB"
662 xlabel = "dB"
656 ylabel = "Range (Km)"
663 ylabel = "Range (Km)"
657
664
658 if not self.__isConfig:
665 if not self.__isConfig:
659
666
660 nplots = 1
667 nplots = 1
661
668
662 self.setup(idfigure=idfigure,
669 self.setup(idfigure=idfigure,
663 nplots=nplots,
670 nplots=nplots,
664 wintitle=wintitle)
671 wintitle=wintitle)
665
672
666 if ymin == None: ymin = numpy.nanmin(y)
673 if ymin == None: ymin = numpy.nanmin(y)
667 if ymax == None: ymax = numpy.nanmax(y)
674 if ymax == None: ymax = numpy.nanmax(y)
668 if xmin == None: xmin = numpy.nanmin(avgdB)*0.9
675 if xmin == None: xmin = numpy.nanmin(avgdB)*0.9
669 if xmax == None: xmax = numpy.nanmax(avgdB)*0.9
676 if xmax == None: xmax = numpy.nanmax(avgdB)*0.9
670
677
671 self.__isConfig = True
678 self.__isConfig = True
672
679
673 self.setWinTitle(title)
680 self.setWinTitle(title)
674
681
675
682
676 title = "Power Profile: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
683 title = "Power Profile: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
677 axes = self.axesList[0]
684 axes = self.axesList[0]
678
685
679 legendlabels = ["channel %d"%x for x in channelList]
686 legendlabels = ["channel %d"%x for x in channelList]
680 axes.pmultiline(avgdB, y,
687 axes.pmultiline(avgdB, y,
681 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax,
688 xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax,
682 xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels,
689 xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels,
683 ytick_visible=True, nxticks=5,
690 ytick_visible=True, nxticks=5,
684 grid='x')
691 grid='x')
685
692
686 self.draw()
693 self.draw()
687
694
688 if save:
695 if save:
689 date = thisDatetime.strftime("%Y%m%d")
696 date = thisDatetime.strftime("%Y%m%d")
690 if figfile == None:
697 if figfile == None:
691 figfile = self.getFilename(name = date)
698 figfile = self.getFilename(name = date)
692
699
693 self.saveFigure(figpath, figfile)
700 self.saveFigure(figpath, figfile)
694
701
695 class CoherenceMap(Figure):
702 class CoherenceMap(Figure):
696 __isConfig = None
703 __isConfig = None
697 __nsubplots = None
704 __nsubplots = None
698
705
699 WIDTHPROF = None
706 WIDTHPROF = None
700 HEIGHTPROF = None
707 HEIGHTPROF = None
701 PREFIX = 'cmap'
708 PREFIX = 'cmap'
702
709
703 def __init__(self):
710 def __init__(self):
704 self.timerange = 2*60*60
711 self.timerange = 2*60*60
705 self.__isConfig = False
712 self.__isConfig = False
706 self.__nsubplots = 1
713 self.__nsubplots = 1
707
714
708 self.WIDTH = 800
715 self.WIDTH = 800
709 self.HEIGHT = 150
716 self.HEIGHT = 150
710 self.WIDTHPROF = 120
717 self.WIDTHPROF = 120
711 self.HEIGHTPROF = 0
718 self.HEIGHTPROF = 0
719 self.counterftp = 0
712
720
713 def getSubplots(self):
721 def getSubplots(self):
714 ncol = 1
722 ncol = 1
715 nrow = self.nplots*2
723 nrow = self.nplots*2
716
724
717 return nrow, ncol
725 return nrow, ncol
718
726
719 def setup(self, idfigure, nplots, wintitle, showprofile=True):
727 def setup(self, idfigure, nplots, wintitle, showprofile=True):
720 self.__showprofile = showprofile
728 self.__showprofile = showprofile
721 self.nplots = nplots
729 self.nplots = nplots
722
730
723 ncolspan = 1
731 ncolspan = 1
724 colspan = 1
732 colspan = 1
725 if showprofile:
733 if showprofile:
726 ncolspan = 7
734 ncolspan = 7
727 colspan = 6
735 colspan = 6
728 self.__nsubplots = 2
736 self.__nsubplots = 2
729
737
730 self.createFigure(idfigure = idfigure,
738 self.createFigure(idfigure = idfigure,
731 wintitle = wintitle,
739 wintitle = wintitle,
732 widthplot = self.WIDTH + self.WIDTHPROF,
740 widthplot = self.WIDTH + self.WIDTHPROF,
733 heightplot = self.HEIGHT + self.HEIGHTPROF)
741 heightplot = self.HEIGHT + self.HEIGHTPROF)
734
742
735 nrow, ncol = self.getSubplots()
743 nrow, ncol = self.getSubplots()
736
744
737 for y in range(nrow):
745 for y in range(nrow):
738 for x in range(ncol):
746 for x in range(ncol):
739
747
740 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
748 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1)
741
749
742 if showprofile:
750 if showprofile:
743 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1)
751 self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1)
744
752
745 def run(self, dataOut, idfigure, wintitle="", pairsList=None, showprofile='True',
753 def run(self, dataOut, idfigure, wintitle="", pairsList=None, showprofile='True',
746 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
754 xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,
747 timerange=None,
755 timerange=None,
748 save=False, figpath='./', figfile=None,
756 save=False, figpath='./', figfile=None, ftp=False, ftpratio=1,
749 coherence_cmap='jet', phase_cmap='RdBu_r'):
757 coherence_cmap='jet', phase_cmap='RdBu_r'):
750
758
751 if pairsList == None:
759 if pairsList == None:
752 pairsIndexList = dataOut.pairsIndexList
760 pairsIndexList = dataOut.pairsIndexList
753 else:
761 else:
754 pairsIndexList = []
762 pairsIndexList = []
755 for pair in pairsList:
763 for pair in pairsList:
756 if pair not in dataOut.pairsList:
764 if pair not in dataOut.pairsList:
757 raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair)
765 raise ValueError, "Pair %s is not in dataOut.pairsList" %(pair)
758 pairsIndexList.append(dataOut.pairsList.index(pair))
766 pairsIndexList.append(dataOut.pairsList.index(pair))
759
767
760 if timerange != None:
768 if timerange != None:
761 self.timerange = timerange
769 self.timerange = timerange
762
770
763 if pairsIndexList == []:
771 if pairsIndexList == []:
764 return
772 return
765
773
766 if len(pairsIndexList) > 4:
774 if len(pairsIndexList) > 4:
767 pairsIndexList = pairsIndexList[0:4]
775 pairsIndexList = pairsIndexList[0:4]
768
776
769 tmin = None
777 tmin = None
770 tmax = None
778 tmax = None
771 x = dataOut.getTimeRange()
779 x = dataOut.getTimeRange()
772 y = dataOut.getHeiRange()
780 y = dataOut.getHeiRange()
773
781
774 thisDatetime = dataOut.datatime
782 thisDatetime = dataOut.datatime
775 title = "CoherenceMap: %s" %(thisDatetime.strftime("%d-%b-%Y"))
783 title = "CoherenceMap: %s" %(thisDatetime.strftime("%d-%b-%Y"))
776 xlabel = ""
784 xlabel = ""
777 ylabel = "Range (Km)"
785 ylabel = "Range (Km)"
778
786
779 if not self.__isConfig:
787 if not self.__isConfig:
780 nplots = len(pairsIndexList)
788 nplots = len(pairsIndexList)
781 self.setup(idfigure=idfigure,
789 self.setup(idfigure=idfigure,
782 nplots=nplots,
790 nplots=nplots,
783 wintitle=wintitle,
791 wintitle=wintitle,
784 showprofile=showprofile)
792 showprofile=showprofile)
785
793
786 tmin, tmax = self.getTimeLim(x, xmin, xmax)
794 tmin, tmax = self.getTimeLim(x, xmin, xmax)
787 if ymin == None: ymin = numpy.nanmin(y)
795 if ymin == None: ymin = numpy.nanmin(y)
788 if ymax == None: ymax = numpy.nanmax(y)
796 if ymax == None: ymax = numpy.nanmax(y)
789
797
790 self.name = thisDatetime.strftime("%Y%m%d_%H%M%S")
798 self.name = thisDatetime.strftime("%Y%m%d_%H%M%S")
791
799
792 self.__isConfig = True
800 self.__isConfig = True
793
801
794 self.setWinTitle(title)
802 self.setWinTitle(title)
795
803
796 for i in range(self.nplots):
804 for i in range(self.nplots):
797
805
798 pair = dataOut.pairsList[pairsIndexList[i]]
806 pair = dataOut.pairsList[pairsIndexList[i]]
799 coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[pair[0],:,:]*dataOut.data_spc[pair[1],:,:])
807 coherenceComplex = dataOut.data_cspc[pairsIndexList[i],:,:]/numpy.sqrt(dataOut.data_spc[pair[0],:,:]*dataOut.data_spc[pair[1],:,:])
800 avgcoherenceComplex = numpy.average(coherenceComplex, axis=0)
808 avgcoherenceComplex = numpy.average(coherenceComplex, axis=0)
801 coherence = numpy.abs(avgcoherenceComplex)
809 coherence = numpy.abs(avgcoherenceComplex)
802 # coherence = numpy.abs(coherenceComplex)
810 # coherence = numpy.abs(coherenceComplex)
803 # avg = numpy.average(coherence, axis=0)
811 # avg = numpy.average(coherence, axis=0)
804
812
805 z = coherence.reshape((1,-1))
813 z = coherence.reshape((1,-1))
806
814
807 counter = 0
815 counter = 0
808
816
809 title = "Coherence %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
817 title = "Coherence %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
810 axes = self.axesList[i*self.__nsubplots*2]
818 axes = self.axesList[i*self.__nsubplots*2]
811 axes.pcolor(x, y, z,
819 axes.pcolor(x, y, z,
812 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, zmin=0, zmax=1,
820 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, zmin=0, zmax=1,
813 xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,
821 xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,
814 ticksize=9, cblabel='', colormap=coherence_cmap, cbsize="1%")
822 ticksize=9, cblabel='', colormap=coherence_cmap, cbsize="1%")
815
823
816 if self.__showprofile:
824 if self.__showprofile:
817 counter += 1
825 counter += 1
818 axes = self.axesList[i*self.__nsubplots*2 + counter]
826 axes = self.axesList[i*self.__nsubplots*2 + counter]
819 axes.pline(coherence, y,
827 axes.pline(coherence, y,
820 xmin=0, xmax=1, ymin=ymin, ymax=ymax,
828 xmin=0, xmax=1, ymin=ymin, ymax=ymax,
821 xlabel='', ylabel='', title='', ticksize=7,
829 xlabel='', ylabel='', title='', ticksize=7,
822 ytick_visible=False, nxticks=5,
830 ytick_visible=False, nxticks=5,
823 grid='x')
831 grid='x')
824
832
825 counter += 1
833 counter += 1
826 # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi
834 # phase = numpy.arctan(-1*coherenceComplex.imag/coherenceComplex.real)*180/numpy.pi
827 phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi
835 phase = numpy.arctan2(avgcoherenceComplex.imag, avgcoherenceComplex.real)*180/numpy.pi
828 # avg = numpy.average(phase, axis=0)
836 # avg = numpy.average(phase, axis=0)
829 z = phase.reshape((1,-1))
837 z = phase.reshape((1,-1))
830
838
831 title = "Phase %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
839 title = "Phase %d%d: %s" %(pair[0], pair[1], thisDatetime.strftime("%d-%b-%Y %H:%M:%S"))
832 axes = self.axesList[i*self.__nsubplots*2 + counter]
840 axes = self.axesList[i*self.__nsubplots*2 + counter]
833 axes.pcolor(x, y, z,
841 axes.pcolor(x, y, z,
834 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180,
842 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax, zmin=-180, zmax=180,
835 xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,
843 xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,
836 ticksize=9, cblabel='', colormap=phase_cmap, cbsize="1%")
844 ticksize=9, cblabel='', colormap=phase_cmap, cbsize="1%")
837
845
838 if self.__showprofile:
846 if self.__showprofile:
839 counter += 1
847 counter += 1
840 axes = self.axesList[i*self.__nsubplots*2 + counter]
848 axes = self.axesList[i*self.__nsubplots*2 + counter]
841 axes.pline(phase, y,
849 axes.pline(phase, y,
842 xmin=-180, xmax=180, ymin=ymin, ymax=ymax,
850 xmin=-180, xmax=180, ymin=ymin, ymax=ymax,
843 xlabel='', ylabel='', title='', ticksize=7,
851 xlabel='', ylabel='', title='', ticksize=7,
844 ytick_visible=False, nxticks=4,
852 ytick_visible=False, nxticks=4,
845 grid='x')
853 grid='x')
846
854
847 self.draw()
855 self.draw()
848
856
849 if save:
857 if save:
850
858
851 if figfile == None:
859 if figfile == None:
852 figfile = self.getFilename(name = self.name)
860 figfile = self.getFilename(name = self.name)
853
861
854 self.saveFigure(figpath, figfile)
862 self.saveFigure(figpath, figfile)
855
863
864 self.counterftp += 1
865 if (ftp and (self.counterftp==ftpratio)):
866 figfilename = os.path.join(figpath,figfile)
867 self.sendByFTP(figfilename)
868 self.counterftp = 0
869
856 if x[1] + (x[1]-x[0]) >= self.axesList[0].xmax:
870 if x[1] + (x[1]-x[0]) >= self.axesList[0].xmax:
857 self.__isConfig = False
871 self.__isConfig = False
858
872
859 class RTIfromNoise(Figure):
873 class RTIfromNoise(Figure):
860
874
861 __isConfig = None
875 __isConfig = None
862 __nsubplots = None
876 __nsubplots = None
863
877
864 PREFIX = 'rtinoise'
878 PREFIX = 'rtinoise'
865
879
866 def __init__(self):
880 def __init__(self):
867
881
868 self.timerange = 24*60*60
882 self.timerange = 24*60*60
869 self.__isConfig = False
883 self.__isConfig = False
870 self.__nsubplots = 1
884 self.__nsubplots = 1
871
885
872 self.WIDTH = 820
886 self.WIDTH = 820
873 self.HEIGHT = 200
887 self.HEIGHT = 200
874 self.WIDTHPROF = 120
888 self.WIDTHPROF = 120
875 self.HEIGHTPROF = 0
889 self.HEIGHTPROF = 0
876 self.xdata = None
890 self.xdata = None
877 self.ydata = None
891 self.ydata = None
878
892
879 def getSubplots(self):
893 def getSubplots(self):
880
894
881 ncol = 1
895 ncol = 1
882 nrow = 1
896 nrow = 1
883
897
884 return nrow, ncol
898 return nrow, ncol
885
899
886 def setup(self, idfigure, nplots, wintitle, showprofile=True):
900 def setup(self, idfigure, nplots, wintitle, showprofile=True):
887
901
888 self.__showprofile = showprofile
902 self.__showprofile = showprofile
889 self.nplots = nplots
903 self.nplots = nplots
890
904
891 ncolspan = 7
905 ncolspan = 7
892 colspan = 6
906 colspan = 6
893 self.__nsubplots = 2
907 self.__nsubplots = 2
894
908
895 self.createFigure(idfigure = idfigure,
909 self.createFigure(idfigure = idfigure,
896 wintitle = wintitle,
910 wintitle = wintitle,
897 widthplot = self.WIDTH+self.WIDTHPROF,
911 widthplot = self.WIDTH+self.WIDTHPROF,
898 heightplot = self.HEIGHT+self.HEIGHTPROF)
912 heightplot = self.HEIGHT+self.HEIGHTPROF)
899
913
900 nrow, ncol = self.getSubplots()
914 nrow, ncol = self.getSubplots()
901
915
902 self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1)
916 self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1)
903
917
904
918
905 def run(self, dataOut, idfigure, wintitle="", channelList=None, showprofile='True',
919 def run(self, dataOut, idfigure, wintitle="", channelList=None, showprofile='True',
906 xmin=None, xmax=None, ymin=None, ymax=None,
920 xmin=None, xmax=None, ymin=None, ymax=None,
907 timerange=None,
921 timerange=None,
908 save=False, figpath='./', figfile=None):
922 save=False, figpath='./', figfile=None):
909
923
910 if channelList == None:
924 if channelList == None:
911 channelIndexList = dataOut.channelIndexList
925 channelIndexList = dataOut.channelIndexList
912 channelList = dataOut.channelList
926 channelList = dataOut.channelList
913 else:
927 else:
914 channelIndexList = []
928 channelIndexList = []
915 for channel in channelList:
929 for channel in channelList:
916 if channel not in dataOut.channelList:
930 if channel not in dataOut.channelList:
917 raise ValueError, "Channel %d is not in dataOut.channelList"
931 raise ValueError, "Channel %d is not in dataOut.channelList"
918 channelIndexList.append(dataOut.channelList.index(channel))
932 channelIndexList.append(dataOut.channelList.index(channel))
919
933
920 if timerange != None:
934 if timerange != None:
921 self.timerange = timerange
935 self.timerange = timerange
922
936
923 tmin = None
937 tmin = None
924 tmax = None
938 tmax = None
925 x = dataOut.getTimeRange()
939 x = dataOut.getTimeRange()
926 y = dataOut.getHeiRange()
940 y = dataOut.getHeiRange()
927 factor = dataOut.normFactor
941 factor = dataOut.normFactor
928 noise = dataOut.getNoise()/factor
942 noise = dataOut.getNoise()/factor
929 noisedB = 10*numpy.log10(noise)
943 noisedB = 10*numpy.log10(noise)
930
944
931 thisDatetime = dataOut.datatime
945 thisDatetime = dataOut.datatime
932 title = "RTI Noise: %s" %(thisDatetime.strftime("%d-%b-%Y"))
946 title = "RTI Noise: %s" %(thisDatetime.strftime("%d-%b-%Y"))
933 xlabel = ""
947 xlabel = ""
934 ylabel = "Range (Km)"
948 ylabel = "Range (Km)"
935
949
936 if not self.__isConfig:
950 if not self.__isConfig:
937
951
938 nplots = 1
952 nplots = 1
939
953
940 self.setup(idfigure=idfigure,
954 self.setup(idfigure=idfigure,
941 nplots=nplots,
955 nplots=nplots,
942 wintitle=wintitle,
956 wintitle=wintitle,
943 showprofile=showprofile)
957 showprofile=showprofile)
944
958
945 tmin, tmax = self.getTimeLim(x, xmin, xmax)
959 tmin, tmax = self.getTimeLim(x, xmin, xmax)
946 if ymin == None: ymin = numpy.nanmin(noisedB)
960 if ymin == None: ymin = numpy.nanmin(noisedB)
947 if ymax == None: ymax = numpy.nanmax(noisedB)
961 if ymax == None: ymax = numpy.nanmax(noisedB)
948
962
949 self.name = thisDatetime.strftime("%Y%m%d_%H%M%S")
963 self.name = thisDatetime.strftime("%Y%m%d_%H%M%S")
950 self.__isConfig = True
964 self.__isConfig = True
951
965
952 self.xdata = numpy.array([])
966 self.xdata = numpy.array([])
953 self.ydata = numpy.array([])
967 self.ydata = numpy.array([])
954
968
955 self.setWinTitle(title)
969 self.setWinTitle(title)
956
970
957
971
958 title = "RTI Noise %s" %(thisDatetime.strftime("%d-%b-%Y"))
972 title = "RTI Noise %s" %(thisDatetime.strftime("%d-%b-%Y"))
959
973
960 legendlabels = ["channel %d"%idchannel for idchannel in channelList]
974 legendlabels = ["channel %d"%idchannel for idchannel in channelList]
961 axes = self.axesList[0]
975 axes = self.axesList[0]
962
976
963 self.xdata = numpy.hstack((self.xdata, x[0:1]))
977 self.xdata = numpy.hstack((self.xdata, x[0:1]))
964
978
965 if len(self.ydata)==0:
979 if len(self.ydata)==0:
966 self.ydata = noisedB[channelIndexList].reshape(-1,1)
980 self.ydata = noisedB[channelIndexList].reshape(-1,1)
967 else:
981 else:
968 self.ydata = numpy.hstack((self.ydata, noisedB[channelIndexList].reshape(-1,1)))
982 self.ydata = numpy.hstack((self.ydata, noisedB[channelIndexList].reshape(-1,1)))
969
983
970
984
971 axes.pmultilineyaxis(x=self.xdata, y=self.ydata,
985 axes.pmultilineyaxis(x=self.xdata, y=self.ydata,
972 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax,
986 xmin=tmin, xmax=tmax, ymin=ymin, ymax=ymax,
973 xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid",
987 xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid",
974 XAxisAsTime=True
988 XAxisAsTime=True
975 )
989 )
976
990
977 self.draw()
991 self.draw()
978
992
979 if save:
993 if save:
980
994
981 if figfile == None:
995 if figfile == None:
982 figfile = self.getFilename(name = self.name)
996 figfile = self.getFilename(name = self.name)
983
997
984 self.saveFigure(figpath, figfile)
998 self.saveFigure(figpath, figfile)
985
999
986 if x[1] + (x[1]-x[0]) >= self.axesList[0].xmax:
1000 if x[1] + (x[1]-x[0]) >= self.axesList[0].xmax:
987 self.__isConfig = False
1001 self.__isConfig = False
988 del self.xdata
1002 del self.xdata
989 del self.ydata
1003 del self.ydata
990 No newline at end of file
1004
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