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| 1 | ''' |
|
1 | ''' | |
| 2 | Created on Set 9, 2015 |
|
2 | Created on Set 9, 2015 | |
| 3 |
|
3 | |||
| 4 | @author: roj-idl71 Karim Kuyeng |
|
4 | @author: roj-idl71 Karim Kuyeng | |
| 5 | ''' |
|
5 | ''' | |
| 6 |
|
6 | |||
| 7 | import os |
|
7 | import os | |
| 8 | import sys |
|
8 | import sys | |
| 9 | import glob |
|
9 | import glob | |
| 10 | import fnmatch |
|
10 | import fnmatch | |
| 11 | import datetime |
|
11 | import datetime | |
| 12 | import time |
|
12 | import time | |
| 13 | import re |
|
13 | import re | |
| 14 | import h5py |
|
14 | import h5py | |
| 15 | import numpy |
|
15 | import numpy | |
| 16 |
|
16 | |||
| 17 | try: |
|
17 | try: | |
| 18 | from gevent import sleep |
|
18 | from gevent import sleep | |
| 19 | except: |
|
19 | except: | |
| 20 | from time import sleep |
|
20 | from time import sleep | |
| 21 |
|
21 | |||
| 22 | from schainpy.model.data.jroheaderIO import RadarControllerHeader, SystemHeader |
|
22 | from schainpy.model.data.jroheaderIO import RadarControllerHeader, SystemHeader | |
| 23 | from schainpy.model.data.jrodata import Voltage |
|
23 | from schainpy.model.data.jrodata import Voltage | |
| 24 | from schainpy.model.proc.jroproc_base import ProcessingUnit, Operation, MPDecorator |
|
24 | from schainpy.model.proc.jroproc_base import ProcessingUnit, Operation, MPDecorator | |
| 25 | from numpy import imag |
|
25 | from numpy import imag | |
| 26 |
|
26 | |||
| 27 | @MPDecorator |
|
27 | @MPDecorator | |
| 28 | class AMISRReader(ProcessingUnit): |
|
28 | class AMISRReader(ProcessingUnit): | |
| 29 | ''' |
|
29 | ''' | |
| 30 | classdocs |
|
30 | classdocs | |
| 31 | ''' |
|
31 | ''' | |
| 32 |
|
32 | |||
| 33 | def __init__(self): |
|
33 | def __init__(self): | |
| 34 | ''' |
|
34 | ''' | |
| 35 | Constructor |
|
35 | Constructor | |
| 36 | ''' |
|
36 | ''' | |
| 37 |
|
37 | |||
| 38 | ProcessingUnit.__init__(self) |
|
38 | ProcessingUnit.__init__(self) | |
| 39 |
|
39 | |||
| 40 | self.set = None |
|
40 | self.set = None | |
| 41 | self.subset = None |
|
41 | self.subset = None | |
| 42 | self.extension_file = '.h5' |
|
42 | self.extension_file = '.h5' | |
| 43 | self.dtc_str = 'dtc' |
|
43 | self.dtc_str = 'dtc' | |
| 44 | self.dtc_id = 0 |
|
44 | self.dtc_id = 0 | |
| 45 | self.status = True |
|
45 | self.status = True | |
| 46 | self.isConfig = False |
|
46 | self.isConfig = False | |
| 47 | self.dirnameList = [] |
|
47 | self.dirnameList = [] | |
| 48 | self.filenameList = [] |
|
48 | self.filenameList = [] | |
| 49 | self.fileIndex = None |
|
49 | self.fileIndex = None | |
| 50 | self.flagNoMoreFiles = False |
|
50 | self.flagNoMoreFiles = False | |
| 51 | self.flagIsNewFile = 0 |
|
51 | self.flagIsNewFile = 0 | |
| 52 | self.filename = '' |
|
52 | self.filename = '' | |
| 53 | self.amisrFilePointer = None |
|
53 | self.amisrFilePointer = None | |
| 54 |
|
54 | |||
| 55 |
|
55 | |||
| 56 | #self.dataset = None |
|
56 | #self.dataset = None | |
| 57 |
|
57 | |||
| 58 |
|
58 | |||
| 59 |
|
59 | |||
| 60 |
|
60 | |||
| 61 | self.profileIndex = 0 |
|
61 | self.profileIndex = 0 | |
| 62 |
|
62 | |||
| 63 |
|
63 | |||
| 64 | self.beamCodeByFrame = None |
|
64 | self.beamCodeByFrame = None | |
| 65 | self.radacTimeByFrame = None |
|
65 | self.radacTimeByFrame = None | |
| 66 |
|
66 | |||
| 67 | self.dataset = None |
|
67 | self.dataset = None | |
| 68 |
|
68 | |||
| 69 |
|
69 | |||
| 70 |
|
70 | |||
| 71 |
|
71 | |||
| 72 | self.__firstFile = True |
|
72 | self.__firstFile = True | |
| 73 |
|
73 | |||
| 74 | self.buffer = None |
|
74 | self.buffer = None | |
| 75 |
|
75 | |||
| 76 |
|
76 | |||
| 77 | self.timezone = 'ut' |
|
77 | self.timezone = 'ut' | |
| 78 |
|
78 | |||
| 79 | self.__waitForNewFile = 20 |
|
79 | self.__waitForNewFile = 20 | |
| 80 | self.__filename_online = None |
|
80 | self.__filename_online = None | |
| 81 | #Is really necessary create the output object in the initializer |
|
81 | #Is really necessary create the output object in the initializer | |
| 82 | self.dataOut = Voltage() |
|
82 | self.dataOut = Voltage() | |
| 83 | self.dataOut.error=False |
|
83 | self.dataOut.error=False | |
| 84 |
|
84 | |||
| 85 | def setup(self,path=None, |
|
85 | def setup(self,path=None, | |
| 86 | startDate=None, |
|
86 | startDate=None, | |
| 87 | endDate=None, |
|
87 | endDate=None, | |
| 88 | startTime=None, |
|
88 | startTime=None, | |
| 89 | endTime=None, |
|
89 | endTime=None, | |
| 90 | walk=True, |
|
90 | walk=True, | |
| 91 | timezone='ut', |
|
91 | timezone='ut', | |
| 92 | all=0, |
|
92 | all=0, | |
| 93 | code = None, |
|
93 | code = None, | |
| 94 | nCode = 0, |
|
94 | nCode = 0, | |
| 95 | nBaud = 0, |
|
95 | nBaud = 0, | |
| 96 | online=False): |
|
96 | online=False): | |
| 97 |
|
97 | |||
| 98 | #print ("T",path) |
|
98 | #print ("T",path) | |
| 99 |
|
99 | |||
| 100 | self.timezone = timezone |
|
100 | self.timezone = timezone | |
| 101 | self.all = all |
|
101 | self.all = all | |
| 102 | self.online = online |
|
102 | self.online = online | |
| 103 |
|
103 | |||
| 104 | self.code = code |
|
104 | self.code = code | |
| 105 | self.nCode = int(nCode) |
|
105 | self.nCode = int(nCode) | |
| 106 | self.nBaud = int(nBaud) |
|
106 | self.nBaud = int(nBaud) | |
| 107 |
|
107 | |||
| 108 |
|
108 | |||
| 109 |
|
109 | |||
| 110 | #self.findFiles() |
|
110 | #self.findFiles() | |
| 111 | if not(online): |
|
111 | if not(online): | |
| 112 | #Busqueda de archivos offline |
|
112 | #Busqueda de archivos offline | |
| 113 | self.searchFilesOffLine(path, startDate, endDate, startTime, endTime, walk) |
|
113 | self.searchFilesOffLine(path, startDate, endDate, startTime, endTime, walk) | |
| 114 | else: |
|
114 | else: | |
| 115 | self.searchFilesOnLine(path, startDate, endDate, startTime,endTime,walk) |
|
115 | self.searchFilesOnLine(path, startDate, endDate, startTime,endTime,walk) | |
| 116 |
|
116 | |||
| 117 | if not(self.filenameList): |
|
117 | if not(self.filenameList): | |
| 118 | print("There is no files into the folder: %s"%(path)) |
|
118 | print("There is no files into the folder: %s"%(path)) | |
| 119 | sys.exit(-1) |
|
119 | sys.exit(-1) | |
| 120 |
|
120 | |||
| 121 | self.fileIndex = -1 |
|
121 | self.fileIndex = -1 | |
| 122 |
|
122 | |||
| 123 | self.readNextFile(online) |
|
123 | self.readNextFile(online) | |
| 124 |
|
124 | |||
| 125 | ''' |
|
125 | ''' | |
| 126 | Add code |
|
126 | Add code | |
| 127 | ''' |
|
127 | ''' | |
| 128 | self.isConfig = True |
|
128 | self.isConfig = True | |
| 129 |
|
129 | |||
| 130 | pass |
|
130 | pass | |
| 131 |
|
131 | |||
| 132 |
|
132 | |||
| 133 | def readAMISRHeader(self,fp): |
|
133 | def readAMISRHeader(self,fp): | |
| 134 | header = 'Raw11/Data/RadacHeader' |
|
134 | header = 'Raw11/Data/RadacHeader' | |
| 135 | self.beamCodeByPulse = fp.get(header+'/BeamCode') # LIST OF BEAMS PER PROFILE, TO BE USED ON REARRANGE |
|
135 | self.beamCodeByPulse = fp.get(header+'/BeamCode') # LIST OF BEAMS PER PROFILE, TO BE USED ON REARRANGE | |
| 136 | self.beamCode = fp.get('Raw11/Data/Beamcodes') # NUMBER OF CHANNELS AND IDENTIFY POSITION TO CREATE A FILE WITH THAT INFO |
|
136 | self.beamCode = fp.get('Raw11/Data/Beamcodes') # NUMBER OF CHANNELS AND IDENTIFY POSITION TO CREATE A FILE WITH THAT INFO | |
| 137 | #self.code = fp.get(header+'/Code') # NOT USE FOR THIS |
|
137 | #self.code = fp.get(header+'/Code') # NOT USE FOR THIS | |
| 138 | self.frameCount = fp.get(header+'/FrameCount')# NOT USE FOR THIS |
|
138 | self.frameCount = fp.get(header+'/FrameCount')# NOT USE FOR THIS | |
| 139 | self.modeGroup = fp.get(header+'/ModeGroup')# NOT USE FOR THIS |
|
139 | self.modeGroup = fp.get(header+'/ModeGroup')# NOT USE FOR THIS | |
| 140 | self.nsamplesPulse = fp.get(header+'/NSamplesPulse')# TO GET NSA OR USING DATA FOR THAT |
|
140 | self.nsamplesPulse = fp.get(header+'/NSamplesPulse')# TO GET NSA OR USING DATA FOR THAT | |
| 141 | self.pulseCount = fp.get(header+'/PulseCount')# NOT USE FOR THIS |
|
141 | self.pulseCount = fp.get(header+'/PulseCount')# NOT USE FOR THIS | |
| 142 | self.radacTime = fp.get(header+'/RadacTime')# 1st TIME ON FILE ANDE CALCULATE THE REST WITH IPP*nindexprofile |
|
142 | self.radacTime = fp.get(header+'/RadacTime')# 1st TIME ON FILE ANDE CALCULATE THE REST WITH IPP*nindexprofile | |
| 143 | self.timeCount = fp.get(header+'/TimeCount')# NOT USE FOR THIS |
|
143 | self.timeCount = fp.get(header+'/TimeCount')# NOT USE FOR THIS | |
| 144 | self.timeStatus = fp.get(header+'/TimeStatus')# NOT USE FOR THIS |
|
144 | self.timeStatus = fp.get(header+'/TimeStatus')# NOT USE FOR THIS | |
| 145 | self.rangeFromFile = fp.get('Raw11/Data/Samples/Range') |
|
145 | self.rangeFromFile = fp.get('Raw11/Data/Samples/Range') | |
| 146 | self.frequency = fp.get('Rx/Frequency') |
|
146 | self.frequency = fp.get('Rx/Frequency') | |
| 147 | txAus = fp.get('Raw11/Data/Pulsewidth') |
|
147 | txAus = fp.get('Raw11/Data/Pulsewidth') | |
| 148 |
|
148 | |||
| 149 |
|
149 | |||
| 150 | self.nblocks = self.pulseCount.shape[0] #nblocks |
|
150 | self.nblocks = self.pulseCount.shape[0] #nblocks | |
| 151 |
|
151 | |||
| 152 | self.nprofiles = self.pulseCount.shape[1] #nprofile |
|
152 | self.nprofiles = self.pulseCount.shape[1] #nprofile | |
| 153 | self.nsa = self.nsamplesPulse[0,0] #ngates |
|
153 | self.nsa = self.nsamplesPulse[0,0] #ngates | |
| 154 | self.nchannels = self.beamCode.shape[1] |
|
154 | self.nchannels = self.beamCode.shape[1] | |
| 155 | self.ippSeconds = (self.radacTime[0][1] -self.radacTime[0][0]) #Ipp in seconds |
|
155 | self.ippSeconds = (self.radacTime[0][1] -self.radacTime[0][0]) #Ipp in seconds | |
| 156 | #self.__waitForNewFile = self.nblocks # wait depending on the number of blocks since each block is 1 sec |
|
156 | #self.__waitForNewFile = self.nblocks # wait depending on the number of blocks since each block is 1 sec | |
| 157 | self.__waitForNewFile = self.nblocks * self.nprofiles * self.ippSeconds # wait until new file is created |
|
157 | self.__waitForNewFile = self.nblocks * self.nprofiles * self.ippSeconds # wait until new file is created | |
| 158 |
|
158 | |||
| 159 | #filling radar controller header parameters |
|
159 | #filling radar controller header parameters | |
| 160 | self.__ippKm = self.ippSeconds *.15*1e6 # in km |
|
160 | self.__ippKm = self.ippSeconds *.15*1e6 # in km | |
| 161 | self.__txA = (txAus.value)*.15 #(ipp[us]*.15km/1us) in km |
|
161 | self.__txA = (txAus.value)*.15 #(ipp[us]*.15km/1us) in km | |
| 162 | self.__txB = 0 |
|
162 | self.__txB = 0 | |
| 163 | nWindows=1 |
|
163 | nWindows=1 | |
| 164 | self.__nSamples = self.nsa |
|
164 | self.__nSamples = self.nsa | |
| 165 | self.__firstHeight = self.rangeFromFile[0][0]/1000 #in km |
|
165 | self.__firstHeight = self.rangeFromFile[0][0]/1000 #in km | |
| 166 | self.__deltaHeight = (self.rangeFromFile[0][1] - self.rangeFromFile[0][0])/1000 |
|
166 | self.__deltaHeight = (self.rangeFromFile[0][1] - self.rangeFromFile[0][0])/1000 | |
| 167 |
|
167 | |||
| 168 | #for now until understand why the code saved is different (code included even though code not in tuf file) |
|
168 | #for now until understand why the code saved is different (code included even though code not in tuf file) | |
| 169 | #self.__codeType = 0 |
|
169 | #self.__codeType = 0 | |
| 170 | # self.__nCode = None |
|
170 | # self.__nCode = None | |
| 171 | # self.__nBaud = None |
|
171 | # self.__nBaud = None | |
| 172 | self.__code = self.code |
|
172 | self.__code = self.code | |
| 173 | self.__codeType = 0 |
|
173 | self.__codeType = 0 | |
| 174 | if self.code != None: |
|
174 | if self.code != None: | |
| 175 | self.__codeType = 1 |
|
175 | self.__codeType = 1 | |
| 176 | self.__nCode = self.nCode |
|
176 | self.__nCode = self.nCode | |
| 177 | self.__nBaud = self.nBaud |
|
177 | self.__nBaud = self.nBaud | |
| 178 | #self.__code = 0 |
|
178 | #self.__code = 0 | |
| 179 |
|
179 | |||
| 180 | #filling system header parameters |
|
180 | #filling system header parameters | |
| 181 | self.__nSamples = self.nsa |
|
181 | self.__nSamples = self.nsa | |
| 182 | self.newProfiles = self.nprofiles/self.nchannels |
|
182 | self.newProfiles = self.nprofiles/self.nchannels | |
| 183 | self.__channelList = list(range(self.nchannels)) |
|
183 | self.__channelList = list(range(self.nchannels)) | |
| 184 |
|
184 | |||
| 185 | self.__frequency = self.frequency[0][0] |
|
185 | self.__frequency = self.frequency[0][0] | |
| 186 |
|
186 | |||
| 187 |
|
187 | |||
| 188 |
|
188 | |||
| 189 | def createBuffers(self): |
|
189 | def createBuffers(self): | |
| 190 |
|
190 | |||
| 191 | pass |
|
191 | pass | |
| 192 |
|
192 | |||
| 193 | def __setParameters(self,path='', startDate='',endDate='',startTime='', endTime='', walk=''): |
|
193 | def __setParameters(self,path='', startDate='',endDate='',startTime='', endTime='', walk=''): | |
| 194 | self.path = path |
|
194 | self.path = path | |
| 195 | self.startDate = startDate |
|
195 | self.startDate = startDate | |
| 196 | self.endDate = endDate |
|
196 | self.endDate = endDate | |
| 197 | self.startTime = startTime |
|
197 | self.startTime = startTime | |
| 198 | self.endTime = endTime |
|
198 | self.endTime = endTime | |
| 199 | self.walk = walk |
|
199 | self.walk = walk | |
| 200 |
|
200 | |||
| 201 | def __checkPath(self): |
|
201 | def __checkPath(self): | |
| 202 | if os.path.exists(self.path): |
|
202 | if os.path.exists(self.path): | |
| 203 | self.status = 1 |
|
203 | self.status = 1 | |
| 204 | else: |
|
204 | else: | |
| 205 | self.status = 0 |
|
205 | self.status = 0 | |
| 206 | print('Path:%s does not exists'%self.path) |
|
206 | print('Path:%s does not exists'%self.path) | |
| 207 |
|
207 | |||
| 208 | return |
|
208 | return | |
| 209 |
|
209 | |||
| 210 |
|
210 | |||
| 211 | def __selDates(self, amisr_dirname_format): |
|
211 | def __selDates(self, amisr_dirname_format): | |
| 212 | try: |
|
212 | try: | |
| 213 | year = int(amisr_dirname_format[0:4]) |
|
213 | year = int(amisr_dirname_format[0:4]) | |
| 214 | month = int(amisr_dirname_format[4:6]) |
|
214 | month = int(amisr_dirname_format[4:6]) | |
| 215 | dom = int(amisr_dirname_format[6:8]) |
|
215 | dom = int(amisr_dirname_format[6:8]) | |
| 216 | thisDate = datetime.date(year,month,dom) |
|
216 | thisDate = datetime.date(year,month,dom) | |
| 217 |
|
217 | |||
| 218 | if (thisDate>=self.startDate and thisDate <= self.endDate): |
|
218 | if (thisDate>=self.startDate and thisDate <= self.endDate): | |
| 219 | return amisr_dirname_format |
|
219 | return amisr_dirname_format | |
| 220 | except: |
|
220 | except: | |
| 221 | return None |
|
221 | return None | |
| 222 |
|
222 | |||
| 223 |
|
223 | |||
| 224 | def __findDataForDates(self,online=False): |
|
224 | def __findDataForDates(self,online=False): | |
| 225 |
|
225 | |||
| 226 | if not(self.status): |
|
226 | if not(self.status): | |
| 227 | return None |
|
227 | return None | |
| 228 |
|
228 | |||
| 229 | pat = '\d+.\d+' |
|
229 | pat = '\d+.\d+' | |
| 230 | dirnameList = [re.search(pat,x) for x in os.listdir(self.path)] |
|
230 | dirnameList = [re.search(pat,x) for x in os.listdir(self.path)] | |
| 231 | dirnameList = [x for x in dirnameList if x!=None] |
|
231 | dirnameList = [x for x in dirnameList if x!=None] | |
| 232 | dirnameList = [x.string for x in dirnameList] |
|
232 | dirnameList = [x.string for x in dirnameList] | |
| 233 | if not(online): |
|
233 | if not(online): | |
| 234 | dirnameList = [self.__selDates(x) for x in dirnameList] |
|
234 | dirnameList = [self.__selDates(x) for x in dirnameList] | |
| 235 | dirnameList = [x for x in dirnameList if x!=None] |
|
235 | dirnameList = [x for x in dirnameList if x!=None] | |
| 236 | if len(dirnameList)>0: |
|
236 | if len(dirnameList)>0: | |
| 237 | self.status = 1 |
|
237 | self.status = 1 | |
| 238 | self.dirnameList = dirnameList |
|
238 | self.dirnameList = dirnameList | |
| 239 | self.dirnameList.sort() |
|
239 | self.dirnameList.sort() | |
| 240 | else: |
|
240 | else: | |
| 241 | self.status = 0 |
|
241 | self.status = 0 | |
| 242 | return None |
|
242 | return None | |
| 243 |
|
243 | |||
| 244 | def __getTimeFromData(self): |
|
244 | def __getTimeFromData(self): | |
| 245 | startDateTime_Reader = datetime.datetime.combine(self.startDate,self.startTime) |
|
245 | startDateTime_Reader = datetime.datetime.combine(self.startDate,self.startTime) | |
| 246 | endDateTime_Reader = datetime.datetime.combine(self.endDate,self.endTime) |
|
246 | endDateTime_Reader = datetime.datetime.combine(self.endDate,self.endTime) | |
| 247 |
|
247 | |||
| 248 | print('Filtering Files from %s to %s'%(startDateTime_Reader, endDateTime_Reader)) |
|
248 | print('Filtering Files from %s to %s'%(startDateTime_Reader, endDateTime_Reader)) | |
| 249 | print('........................................') |
|
249 | print('........................................') | |
| 250 | filter_filenameList = [] |
|
250 | filter_filenameList = [] | |
| 251 | self.filenameList.sort() |
|
251 | self.filenameList.sort() | |
| 252 | #for i in range(len(self.filenameList)-1): |
|
252 | #for i in range(len(self.filenameList)-1): | |
| 253 | for i in range(len(self.filenameList)): |
|
253 | for i in range(len(self.filenameList)): | |
| 254 | filename = self.filenameList[i] |
|
254 | filename = self.filenameList[i] | |
| 255 | fp = h5py.File(filename,'r') |
|
255 | fp = h5py.File(filename,'r') | |
| 256 | time_str = fp.get('Time/RadacTimeString') |
|
256 | time_str = fp.get('Time/RadacTimeString') | |
| 257 |
|
257 | |||
| 258 | startDateTimeStr_File = time_str[0][0].decode('UTF-8').split('.')[0] |
|
258 | startDateTimeStr_File = time_str[0][0].decode('UTF-8').split('.')[0] | |
| 259 | #startDateTimeStr_File = "2019-12-16 09:21:11" |
|
259 | #startDateTimeStr_File = "2019-12-16 09:21:11" | |
| 260 | junk = time.strptime(startDateTimeStr_File, '%Y-%m-%d %H:%M:%S') |
|
260 | junk = time.strptime(startDateTimeStr_File, '%Y-%m-%d %H:%M:%S') | |
| 261 | startDateTime_File = datetime.datetime(junk.tm_year,junk.tm_mon,junk.tm_mday,junk.tm_hour, junk.tm_min, junk.tm_sec) |
|
261 | startDateTime_File = datetime.datetime(junk.tm_year,junk.tm_mon,junk.tm_mday,junk.tm_hour, junk.tm_min, junk.tm_sec) | |
| 262 |
|
262 | |||
| 263 | #endDateTimeStr_File = "2019-12-16 11:10:11" |
|
263 | #endDateTimeStr_File = "2019-12-16 11:10:11" | |
| 264 | endDateTimeStr_File = time_str[-1][-1].decode('UTF-8').split('.')[0] |
|
264 | endDateTimeStr_File = time_str[-1][-1].decode('UTF-8').split('.')[0] | |
| 265 | junk = time.strptime(endDateTimeStr_File, '%Y-%m-%d %H:%M:%S') |
|
265 | junk = time.strptime(endDateTimeStr_File, '%Y-%m-%d %H:%M:%S') | |
| 266 | endDateTime_File = datetime.datetime(junk.tm_year,junk.tm_mon,junk.tm_mday,junk.tm_hour, junk.tm_min, junk.tm_sec) |
|
266 | endDateTime_File = datetime.datetime(junk.tm_year,junk.tm_mon,junk.tm_mday,junk.tm_hour, junk.tm_min, junk.tm_sec) | |
| 267 |
|
267 | |||
| 268 | fp.close() |
|
268 | fp.close() | |
| 269 |
|
269 | |||
| 270 | #print("check time", startDateTime_File) |
|
270 | #print("check time", startDateTime_File) | |
| 271 | if self.timezone == 'lt': |
|
271 | if self.timezone == 'lt': | |
| 272 | startDateTime_File = startDateTime_File - datetime.timedelta(minutes = 300) |
|
272 | startDateTime_File = startDateTime_File - datetime.timedelta(minutes = 300) | |
| 273 | endDateTime_File = endDateTime_File - datetime.timedelta(minutes = 300) |
|
273 | endDateTime_File = endDateTime_File - datetime.timedelta(minutes = 300) | |
| 274 | if (endDateTime_File>=startDateTime_Reader and endDateTime_File<endDateTime_Reader): |
|
274 | if (endDateTime_File>=startDateTime_Reader and endDateTime_File<endDateTime_Reader): | |
| 275 | #self.filenameList.remove(filename) |
|
275 | #self.filenameList.remove(filename) | |
| 276 | filter_filenameList.append(filename) |
|
276 | filter_filenameList.append(filename) | |
| 277 |
|
277 | |||
| 278 | if (endDateTime_File>=endDateTime_Reader): |
|
278 | if (endDateTime_File>=endDateTime_Reader): | |
| 279 | break |
|
279 | break | |
| 280 |
|
280 | |||
| 281 |
|
281 | |||
| 282 | filter_filenameList.sort() |
|
282 | filter_filenameList.sort() | |
| 283 | self.filenameList = filter_filenameList |
|
283 | self.filenameList = filter_filenameList | |
| 284 | return 1 |
|
284 | return 1 | |
| 285 |
|
285 | |||
| 286 | def __filterByGlob1(self, dirName): |
|
286 | def __filterByGlob1(self, dirName): | |
| 287 | filter_files = glob.glob1(dirName, '*.*%s'%self.extension_file) |
|
287 | filter_files = glob.glob1(dirName, '*.*%s'%self.extension_file) | |
| 288 | filter_files.sort() |
|
288 | filter_files.sort() | |
| 289 | filterDict = {} |
|
289 | filterDict = {} | |
| 290 | filterDict.setdefault(dirName) |
|
290 | filterDict.setdefault(dirName) | |
| 291 | filterDict[dirName] = filter_files |
|
291 | filterDict[dirName] = filter_files | |
| 292 | return filterDict |
|
292 | return filterDict | |
| 293 |
|
293 | |||
| 294 | def __getFilenameList(self, fileListInKeys, dirList): |
|
294 | def __getFilenameList(self, fileListInKeys, dirList): | |
| 295 | for value in fileListInKeys: |
|
295 | for value in fileListInKeys: | |
| 296 | dirName = list(value.keys())[0] |
|
296 | dirName = list(value.keys())[0] | |
| 297 | for file in value[dirName]: |
|
297 | for file in value[dirName]: | |
| 298 | filename = os.path.join(dirName, file) |
|
298 | filename = os.path.join(dirName, file) | |
| 299 | self.filenameList.append(filename) |
|
299 | self.filenameList.append(filename) | |
| 300 |
|
300 | |||
| 301 |
|
301 | |||
| 302 | def __selectDataForTimes(self, online=False): |
|
302 | def __selectDataForTimes(self, online=False): | |
| 303 | #aun no esta implementado el filtro for tiempo |
|
303 | #aun no esta implementado el filtro for tiempo | |
| 304 | if not(self.status): |
|
304 | if not(self.status): | |
| 305 | return None |
|
305 | return None | |
| 306 |
|
306 | |||
| 307 | dirList = [os.path.join(self.path,x) for x in self.dirnameList] |
|
307 | dirList = [os.path.join(self.path,x) for x in self.dirnameList] | |
| 308 |
|
308 | |||
| 309 | fileListInKeys = [self.__filterByGlob1(x) for x in dirList] |
|
309 | fileListInKeys = [self.__filterByGlob1(x) for x in dirList] | |
| 310 |
|
310 | |||
| 311 | self.__getFilenameList(fileListInKeys, dirList) |
|
311 | self.__getFilenameList(fileListInKeys, dirList) | |
| 312 | if not(online): |
|
312 | if not(online): | |
| 313 | #filtro por tiempo |
|
313 | #filtro por tiempo | |
| 314 | if not(self.all): |
|
314 | if not(self.all): | |
| 315 | self.__getTimeFromData() |
|
315 | self.__getTimeFromData() | |
| 316 |
|
316 | |||
| 317 | if len(self.filenameList)>0: |
|
317 | if len(self.filenameList)>0: | |
| 318 | self.status = 1 |
|
318 | self.status = 1 | |
| 319 | self.filenameList.sort() |
|
319 | self.filenameList.sort() | |
| 320 | else: |
|
320 | else: | |
| 321 | self.status = 0 |
|
321 | self.status = 0 | |
| 322 | return None |
|
322 | return None | |
| 323 |
|
323 | |||
| 324 | else: |
|
324 | else: | |
| 325 | #get the last file - 1 |
|
325 | #get the last file - 1 | |
| 326 | self.filenameList = [self.filenameList[-2]] |
|
326 | self.filenameList = [self.filenameList[-2]] | |
| 327 |
|
||||
| 328 | new_dirnameList = [] |
|
327 | new_dirnameList = [] | |
| 329 | for dirname in self.dirnameList: |
|
328 | for dirname in self.dirnameList: | |
| 330 | junk = numpy.array([dirname in x for x in self.filenameList]) |
|
329 | junk = numpy.array([dirname in x for x in self.filenameList]) | |
| 331 | junk_sum = junk.sum() |
|
330 | junk_sum = junk.sum() | |
| 332 | if junk_sum > 0: |
|
331 | if junk_sum > 0: | |
| 333 | new_dirnameList.append(dirname) |
|
332 | new_dirnameList.append(dirname) | |
| 334 | self.dirnameList = new_dirnameList |
|
333 | self.dirnameList = new_dirnameList | |
| 335 | return 1 |
|
334 | return 1 | |
| 336 |
|
335 | |||
| 337 | def searchFilesOnLine(self, path, startDate, endDate, startTime=datetime.time(0,0,0), |
|
336 | def searchFilesOnLine(self, path, startDate, endDate, startTime=datetime.time(0,0,0), | |
| 338 | endTime=datetime.time(23,59,59),walk=True): |
|
337 | endTime=datetime.time(23,59,59),walk=True): | |
| 339 |
|
338 | |||
| 340 | if endDate ==None: |
|
339 | if endDate ==None: | |
| 341 | startDate = datetime.datetime.utcnow().date() |
|
340 | startDate = datetime.datetime.utcnow().date() | |
| 342 | endDate = datetime.datetime.utcnow().date() |
|
341 | endDate = datetime.datetime.utcnow().date() | |
| 343 |
|
342 | |||
| 344 | self.__setParameters(path=path, startDate=startDate, endDate=endDate,startTime = startTime,endTime=endTime, walk=walk) |
|
343 | self.__setParameters(path=path, startDate=startDate, endDate=endDate,startTime = startTime,endTime=endTime, walk=walk) | |
| 345 |
|
344 | |||
| 346 | self.__checkPath() |
|
345 | self.__checkPath() | |
| 347 |
|
346 | |||
| 348 | self.__findDataForDates(online=True) |
|
347 | self.__findDataForDates(online=True) | |
| 349 |
|
348 | |||
| 350 | self.dirnameList = [self.dirnameList[-1]] |
|
349 | self.dirnameList = [self.dirnameList[-1]] | |
| 351 |
|
350 | |||
| 352 | self.__selectDataForTimes(online=True) |
|
351 | self.__selectDataForTimes(online=True) | |
| 353 |
|
352 | |||
| 354 | return |
|
353 | return | |
| 355 |
|
354 | |||
| 356 |
|
355 | |||
| 357 | def searchFilesOffLine(self, |
|
356 | def searchFilesOffLine(self, | |
| 358 | path, |
|
357 | path, | |
| 359 | startDate, |
|
358 | startDate, | |
| 360 | endDate, |
|
359 | endDate, | |
| 361 | startTime=datetime.time(0,0,0), |
|
360 | startTime=datetime.time(0,0,0), | |
| 362 | endTime=datetime.time(23,59,59), |
|
361 | endTime=datetime.time(23,59,59), | |
| 363 | walk=True): |
|
362 | walk=True): | |
| 364 |
|
363 | |||
| 365 | self.__setParameters(path, startDate, endDate, startTime, endTime, walk) |
|
364 | self.__setParameters(path, startDate, endDate, startTime, endTime, walk) | |
| 366 |
|
365 | |||
| 367 | self.__checkPath() |
|
366 | self.__checkPath() | |
| 368 |
|
367 | |||
| 369 | self.__findDataForDates() |
|
368 | self.__findDataForDates() | |
| 370 |
|
369 | |||
| 371 | self.__selectDataForTimes() |
|
370 | self.__selectDataForTimes() | |
| 372 |
|
371 | |||
| 373 | for i in range(len(self.filenameList)): |
|
372 | for i in range(len(self.filenameList)): | |
| 374 | print("%s" %(self.filenameList[i])) |
|
373 | print("%s" %(self.filenameList[i])) | |
| 375 |
|
374 | |||
| 376 | return |
|
375 | return | |
| 377 |
|
376 | |||
| 378 | def __setNextFileOffline(self): |
|
377 | def __setNextFileOffline(self): | |
| 379 | idFile = self.fileIndex |
|
378 | idFile = self.fileIndex | |
| 380 |
|
379 | |||
| 381 | while (True): |
|
380 | while (True): | |
| 382 | idFile += 1 |
|
381 | idFile += 1 | |
| 383 | if not(idFile < len(self.filenameList)): |
|
382 | if not(idFile < len(self.filenameList)): | |
| 384 | self.flagNoMoreFiles = 1 |
|
383 | self.flagNoMoreFiles = 1 | |
| 385 | print("No more Files") |
|
384 | print("No more Files") | |
| 386 | self.dataOut.error = True |
|
|||
| 387 | return 0 |
|
385 | return 0 | |
| 388 |
|
386 | |||
| 389 | filename = self.filenameList[idFile] |
|
387 | filename = self.filenameList[idFile] | |
| 390 |
|
388 | |||
| 391 | amisrFilePointer = h5py.File(filename,'r') |
|
389 | amisrFilePointer = h5py.File(filename,'r') | |
| 392 |
|
390 | |||
| 393 | break |
|
391 | break | |
| 394 |
|
392 | |||
| 395 | self.flagIsNewFile = 1 |
|
393 | self.flagIsNewFile = 1 | |
| 396 | self.fileIndex = idFile |
|
394 | self.fileIndex = idFile | |
| 397 | self.filename = filename |
|
395 | self.filename = filename | |
| 398 |
|
396 | |||
| 399 | self.amisrFilePointer = amisrFilePointer |
|
397 | self.amisrFilePointer = amisrFilePointer | |
| 400 |
|
398 | |||
| 401 | print("Setting the file: %s"%self.filename) |
|
399 | print("Setting the file: %s"%self.filename) | |
| 402 |
|
400 | |||
| 403 | return 1 |
|
401 | return 1 | |
| 404 |
|
402 | |||
| 405 |
|
403 | |||
| 406 | def __setNextFileOnline(self): |
|
404 | def __setNextFileOnline(self): | |
| 407 | filename = self.filenameList[0] |
|
405 | filename = self.filenameList[0] | |
| 408 | if self.__filename_online != None: |
|
406 | if self.__filename_online != None: | |
| 409 | self.__selectDataForTimes(online=True) |
|
407 | self.__selectDataForTimes(online=True) | |
| 410 | filename = self.filenameList[0] |
|
408 | filename = self.filenameList[0] | |
| 411 | wait = 0 |
|
409 | wait = 0 | |
|
|
410 | #self.__waitForNewFile=5 ## DEBUG: | |||
| 412 | while self.__filename_online == filename: |
|
411 | while self.__filename_online == filename: | |
| 413 | print('waiting %d seconds to get a new file...'%(self.__waitForNewFile)) |
|
412 | print('waiting %d seconds to get a new file...'%(self.__waitForNewFile)) | |
| 414 | if wait == 5: |
|
413 | if wait == 5: | |
|
|
414 | self.flagNoMoreFiles = 1 | |||
| 415 | return 0 |
|
415 | return 0 | |
| 416 | sleep(self.__waitForNewFile) |
|
416 | sleep(self.__waitForNewFile) | |
| 417 | self.__selectDataForTimes(online=True) |
|
417 | self.__selectDataForTimes(online=True) | |
| 418 | filename = self.filenameList[0] |
|
418 | filename = self.filenameList[0] | |
| 419 | wait += 1 |
|
419 | wait += 1 | |
| 420 |
|
420 | |||
| 421 | self.__filename_online = filename |
|
421 | self.__filename_online = filename | |
| 422 |
|
422 | |||
| 423 | self.amisrFilePointer = h5py.File(filename,'r') |
|
423 | self.amisrFilePointer = h5py.File(filename,'r') | |
| 424 | self.flagIsNewFile = 1 |
|
424 | self.flagIsNewFile = 1 | |
| 425 | self.filename = filename |
|
425 | self.filename = filename | |
| 426 | print("Setting the file: %s"%self.filename) |
|
426 | print("Setting the file: %s"%self.filename) | |
| 427 | return 1 |
|
427 | return 1 | |
| 428 |
|
428 | |||
| 429 |
|
429 | |||
| 430 | def readData(self): |
|
430 | def readData(self): | |
| 431 | buffer = self.amisrFilePointer.get('Raw11/Data/Samples/Data') |
|
431 | buffer = self.amisrFilePointer.get('Raw11/Data/Samples/Data') | |
| 432 | re = buffer[:,:,:,0] |
|
432 | re = buffer[:,:,:,0] | |
| 433 | im = buffer[:,:,:,1] |
|
433 | im = buffer[:,:,:,1] | |
| 434 | dataset = re + im*1j |
|
434 | dataset = re + im*1j | |
| 435 |
|
435 | |||
| 436 | self.radacTime = self.amisrFilePointer.get('Raw11/Data/RadacHeader/RadacTime') |
|
436 | self.radacTime = self.amisrFilePointer.get('Raw11/Data/RadacHeader/RadacTime') | |
| 437 | timeset = self.radacTime[:,0] |
|
437 | timeset = self.radacTime[:,0] | |
| 438 |
|
438 | |||
| 439 | return dataset,timeset |
|
439 | return dataset,timeset | |
| 440 |
|
440 | |||
| 441 | def reshapeData(self): |
|
441 | def reshapeData(self): | |
| 442 | #self.beamCodeByPulse, self.beamCode, self.nblocks, self.nprofiles, self.nsa, |
|
442 | #self.beamCodeByPulse, self.beamCode, self.nblocks, self.nprofiles, self.nsa, | |
| 443 | channels = self.beamCodeByPulse[0,:] |
|
443 | channels = self.beamCodeByPulse[0,:] | |
| 444 | nchan = self.nchannels |
|
444 | nchan = self.nchannels | |
| 445 | #self.newProfiles = self.nprofiles/nchan #must be defined on filljroheader |
|
445 | #self.newProfiles = self.nprofiles/nchan #must be defined on filljroheader | |
| 446 | nblocks = self.nblocks |
|
446 | nblocks = self.nblocks | |
| 447 | nsamples = self.nsa |
|
447 | nsamples = self.nsa | |
| 448 |
|
448 | |||
| 449 | #Dimensions : nChannels, nProfiles, nSamples |
|
449 | #Dimensions : nChannels, nProfiles, nSamples | |
| 450 | new_block = numpy.empty((nblocks, nchan, numpy.int_(self.newProfiles), nsamples), dtype="complex64") |
|
450 | new_block = numpy.empty((nblocks, nchan, numpy.int_(self.newProfiles), nsamples), dtype="complex64") | |
| 451 | ############################################ |
|
451 | ############################################ | |
| 452 |
|
452 | |||
| 453 | for thisChannel in range(nchan): |
|
453 | for thisChannel in range(nchan): | |
| 454 | new_block[:,thisChannel,:,:] = self.dataset[:,numpy.where(channels==self.beamCode[0][thisChannel])[0],:] |
|
454 | new_block[:,thisChannel,:,:] = self.dataset[:,numpy.where(channels==self.beamCode[0][thisChannel])[0],:] | |
| 455 |
|
455 | |||
| 456 |
|
456 | |||
| 457 | new_block = numpy.transpose(new_block, (1,0,2,3)) |
|
457 | new_block = numpy.transpose(new_block, (1,0,2,3)) | |
| 458 | new_block = numpy.reshape(new_block, (nchan,-1, nsamples)) |
|
458 | new_block = numpy.reshape(new_block, (nchan,-1, nsamples)) | |
| 459 |
|
459 | |||
| 460 | return new_block |
|
460 | return new_block | |
| 461 |
|
461 | |||
| 462 | def updateIndexes(self): |
|
462 | def updateIndexes(self): | |
| 463 |
|
463 | |||
| 464 | pass |
|
464 | pass | |
| 465 |
|
465 | |||
| 466 | def fillJROHeader(self): |
|
466 | def fillJROHeader(self): | |
| 467 |
|
467 | |||
| 468 | #fill radar controller header |
|
468 | #fill radar controller header | |
| 469 | self.dataOut.radarControllerHeaderObj = RadarControllerHeader(ipp=self.__ippKm, |
|
469 | self.dataOut.radarControllerHeaderObj = RadarControllerHeader(ipp=self.__ippKm, | |
| 470 | txA=self.__txA, |
|
470 | txA=self.__txA, | |
| 471 | txB=0, |
|
471 | txB=0, | |
| 472 | nWindows=1, |
|
472 | nWindows=1, | |
| 473 | nHeights=self.__nSamples, |
|
473 | nHeights=self.__nSamples, | |
| 474 | firstHeight=self.__firstHeight, |
|
474 | firstHeight=self.__firstHeight, | |
| 475 | deltaHeight=self.__deltaHeight, |
|
475 | deltaHeight=self.__deltaHeight, | |
| 476 | codeType=self.__codeType, |
|
476 | codeType=self.__codeType, | |
| 477 | nCode=self.__nCode, nBaud=self.__nBaud, |
|
477 | nCode=self.__nCode, nBaud=self.__nBaud, | |
| 478 | code = self.__code, |
|
478 | code = self.__code, | |
| 479 | fClock=1) |
|
479 | fClock=1) | |
| 480 |
|
480 | |||
| 481 | #fill system header |
|
481 | #fill system header | |
| 482 | self.dataOut.systemHeaderObj = SystemHeader(nSamples=self.__nSamples, |
|
482 | self.dataOut.systemHeaderObj = SystemHeader(nSamples=self.__nSamples, | |
| 483 | nProfiles=self.newProfiles, |
|
483 | nProfiles=self.newProfiles, | |
| 484 | nChannels=len(self.__channelList), |
|
484 | nChannels=len(self.__channelList), | |
| 485 | adcResolution=14, |
|
485 | adcResolution=14, | |
| 486 | pciDioBusWidth=32) |
|
486 | pciDioBusWidth=32) | |
| 487 |
|
487 | |||
| 488 | self.dataOut.type = "Voltage" |
|
488 | self.dataOut.type = "Voltage" | |
| 489 |
|
489 | |||
| 490 | self.dataOut.data = None |
|
490 | self.dataOut.data = None | |
| 491 |
|
491 | |||
| 492 | self.dataOut.dtype = numpy.dtype([('real','<i8'),('imag','<i8')]) |
|
492 | self.dataOut.dtype = numpy.dtype([('real','<i8'),('imag','<i8')]) | |
| 493 |
|
493 | |||
| 494 | # self.dataOut.nChannels = 0 |
|
494 | # self.dataOut.nChannels = 0 | |
| 495 |
|
495 | |||
| 496 | # self.dataOut.nHeights = 0 |
|
496 | # self.dataOut.nHeights = 0 | |
| 497 |
|
497 | |||
| 498 | self.dataOut.nProfiles = self.newProfiles*self.nblocks |
|
498 | self.dataOut.nProfiles = self.newProfiles*self.nblocks | |
| 499 |
|
499 | |||
| 500 | #self.dataOut.heightList = self.__firstHeigth + numpy.arange(self.__nSamples, dtype = numpy.float)*self.__deltaHeigth |
|
500 | #self.dataOut.heightList = self.__firstHeigth + numpy.arange(self.__nSamples, dtype = numpy.float)*self.__deltaHeigth | |
| 501 | ranges = numpy.reshape(self.rangeFromFile.value,(-1)) |
|
501 | ranges = numpy.reshape(self.rangeFromFile.value,(-1)) | |
| 502 | self.dataOut.heightList = ranges/1000.0 #km |
|
502 | self.dataOut.heightList = ranges/1000.0 #km | |
| 503 |
|
503 | |||
| 504 |
|
504 | |||
| 505 | self.dataOut.channelList = self.__channelList |
|
505 | self.dataOut.channelList = self.__channelList | |
| 506 |
|
506 | |||
| 507 | self.dataOut.blocksize = self.dataOut.getNChannels() * self.dataOut.getNHeights() |
|
507 | self.dataOut.blocksize = self.dataOut.getNChannels() * self.dataOut.getNHeights() | |
| 508 |
|
508 | |||
| 509 | # self.dataOut.channelIndexList = None |
|
509 | # self.dataOut.channelIndexList = None | |
| 510 |
|
510 | |||
| 511 | self.dataOut.flagNoData = True |
|
511 | self.dataOut.flagNoData = True | |
| 512 |
|
512 | |||
| 513 | #Set to TRUE if the data is discontinuous |
|
513 | #Set to TRUE if the data is discontinuous | |
| 514 | self.dataOut.flagDiscontinuousBlock = False |
|
514 | self.dataOut.flagDiscontinuousBlock = False | |
| 515 |
|
515 | |||
| 516 | self.dataOut.utctime = None |
|
516 | self.dataOut.utctime = None | |
| 517 |
|
517 | |||
| 518 | #self.dataOut.timeZone = -5 #self.__timezone/60 #timezone like jroheader, difference in minutes between UTC and localtime |
|
518 | #self.dataOut.timeZone = -5 #self.__timezone/60 #timezone like jroheader, difference in minutes between UTC and localtime | |
| 519 | if self.timezone == 'lt': |
|
519 | if self.timezone == 'lt': | |
| 520 | self.dataOut.timeZone = time.timezone / 60. #get the timezone in minutes |
|
520 | self.dataOut.timeZone = time.timezone / 60. #get the timezone in minutes | |
| 521 | else: |
|
521 | else: | |
| 522 | self.dataOut.timeZone = 0 #by default time is UTC |
|
522 | self.dataOut.timeZone = 0 #by default time is UTC | |
| 523 |
|
523 | |||
| 524 | self.dataOut.dstFlag = 0 |
|
524 | self.dataOut.dstFlag = 0 | |
| 525 |
|
525 | |||
| 526 | self.dataOut.errorCount = 0 |
|
526 | self.dataOut.errorCount = 0 | |
| 527 |
|
527 | |||
| 528 | self.dataOut.nCohInt = 1 |
|
528 | self.dataOut.nCohInt = 1 | |
| 529 |
|
529 | |||
| 530 | self.dataOut.flagDecodeData = False #asumo que la data esta decodificada |
|
530 | self.dataOut.flagDecodeData = False #asumo que la data esta decodificada | |
| 531 |
|
531 | |||
| 532 | self.dataOut.flagDeflipData = False #asumo que la data esta sin flip |
|
532 | self.dataOut.flagDeflipData = False #asumo que la data esta sin flip | |
| 533 |
|
533 | |||
| 534 | self.dataOut.flagShiftFFT = False |
|
534 | self.dataOut.flagShiftFFT = False | |
| 535 |
|
535 | |||
| 536 | self.dataOut.ippSeconds = self.ippSeconds |
|
536 | self.dataOut.ippSeconds = self.ippSeconds | |
| 537 |
|
537 | |||
| 538 | #Time interval between profiles |
|
538 | #Time interval between profiles | |
| 539 | #self.dataOut.timeInterval = self.dataOut.ippSeconds * self.dataOut.nCohInt |
|
539 | #self.dataOut.timeInterval = self.dataOut.ippSeconds * self.dataOut.nCohInt | |
| 540 |
|
540 | |||
| 541 | self.dataOut.frequency = self.__frequency |
|
541 | self.dataOut.frequency = self.__frequency | |
| 542 | self.dataOut.realtime = self.online |
|
542 | self.dataOut.realtime = self.online | |
| 543 | pass |
|
543 | pass | |
| 544 |
|
544 | |||
| 545 | def readNextFile(self,online=False): |
|
545 | def readNextFile(self,online=False): | |
| 546 |
|
546 | |||
| 547 | if not(online): |
|
547 | if not(online): | |
| 548 | newFile = self.__setNextFileOffline() |
|
548 | newFile = self.__setNextFileOffline() | |
| 549 | else: |
|
549 | else: | |
| 550 | newFile = self.__setNextFileOnline() |
|
550 | newFile = self.__setNextFileOnline() | |
| 551 |
|
551 | |||
| 552 | if not(newFile): |
|
552 | if not(newFile): | |
|
|
553 | self.dataOut.error = True | |||
| 553 | return 0 |
|
554 | return 0 | |
| 554 | #if self.__firstFile: |
|
555 | #if self.__firstFile: | |
| 555 | self.readAMISRHeader(self.amisrFilePointer) |
|
556 | self.readAMISRHeader(self.amisrFilePointer) | |
| 556 |
|
557 | |||
| 557 | self.createBuffers() |
|
558 | self.createBuffers() | |
| 558 |
|
559 | |||
| 559 | self.fillJROHeader() |
|
560 | self.fillJROHeader() | |
| 560 |
|
561 | |||
| 561 | #self.__firstFile = False |
|
562 | #self.__firstFile = False | |
| 562 |
|
563 | |||
| 563 |
|
564 | |||
| 564 |
|
565 | |||
| 565 | self.dataset,self.timeset = self.readData() |
|
566 | self.dataset,self.timeset = self.readData() | |
| 566 |
|
567 | |||
| 567 | if self.endDate!=None: |
|
568 | if self.endDate!=None: | |
| 568 | endDateTime_Reader = datetime.datetime.combine(self.endDate,self.endTime) |
|
569 | endDateTime_Reader = datetime.datetime.combine(self.endDate,self.endTime) | |
| 569 | time_str = self.amisrFilePointer.get('Time/RadacTimeString') |
|
570 | time_str = self.amisrFilePointer.get('Time/RadacTimeString') | |
| 570 | startDateTimeStr_File = time_str[0][0].decode('UTF-8').split('.')[0] |
|
571 | startDateTimeStr_File = time_str[0][0].decode('UTF-8').split('.')[0] | |
| 571 | junk = time.strptime(startDateTimeStr_File, '%Y-%m-%d %H:%M:%S') |
|
572 | junk = time.strptime(startDateTimeStr_File, '%Y-%m-%d %H:%M:%S') | |
| 572 | startDateTime_File = datetime.datetime(junk.tm_year,junk.tm_mon,junk.tm_mday,junk.tm_hour, junk.tm_min, junk.tm_sec) |
|
573 | startDateTime_File = datetime.datetime(junk.tm_year,junk.tm_mon,junk.tm_mday,junk.tm_hour, junk.tm_min, junk.tm_sec) | |
| 573 | if self.timezone == 'lt': |
|
574 | if self.timezone == 'lt': | |
| 574 | startDateTime_File = startDateTime_File - datetime.timedelta(minutes = 300) |
|
575 | startDateTime_File = startDateTime_File - datetime.timedelta(minutes = 300) | |
| 575 | if (startDateTime_File>endDateTime_Reader): |
|
576 | if (startDateTime_File>endDateTime_Reader): | |
| 576 | return 0 |
|
577 | return 0 | |
| 577 |
|
578 | |||
| 578 | self.jrodataset = self.reshapeData() |
|
579 | self.jrodataset = self.reshapeData() | |
| 579 | #----self.updateIndexes() |
|
580 | #----self.updateIndexes() | |
| 580 | self.profileIndex = 0 |
|
581 | self.profileIndex = 0 | |
| 581 |
|
582 | |||
| 582 | return 1 |
|
583 | return 1 | |
| 583 |
|
584 | |||
| 584 |
|
585 | |||
| 585 | def __hasNotDataInBuffer(self): |
|
586 | def __hasNotDataInBuffer(self): | |
| 586 | if self.profileIndex >= (self.newProfiles*self.nblocks): |
|
587 | if self.profileIndex >= (self.newProfiles*self.nblocks): | |
| 587 | return 1 |
|
588 | return 1 | |
| 588 | return 0 |
|
589 | return 0 | |
| 589 |
|
590 | |||
| 590 |
|
591 | |||
| 591 | def getData(self): |
|
592 | def getData(self): | |
| 592 |
|
593 | |||
| 593 | if self.flagNoMoreFiles: |
|
594 | if self.flagNoMoreFiles: | |
| 594 | self.dataOut.flagNoData = True |
|
595 | self.dataOut.flagNoData = True | |
| 595 | return 0 |
|
596 | return 0 | |
| 596 |
|
597 | |||
| 597 | if self.__hasNotDataInBuffer(): |
|
598 | if self.__hasNotDataInBuffer(): | |
| 598 | if not (self.readNextFile(self.online)): |
|
599 | if not (self.readNextFile(self.online)): | |
| 599 | return 0 |
|
600 | return 0 | |
| 600 |
|
601 | |||
| 601 |
|
602 | |||
| 602 | if self.dataset is None: # setear esta condicion cuando no hayan datos por leer |
|
603 | if self.dataset is None: # setear esta condicion cuando no hayan datos por leer | |
| 603 | self.dataOut.flagNoData = True |
|
604 | self.dataOut.flagNoData = True | |
| 604 | return 0 |
|
605 | return 0 | |
| 605 |
|
606 | |||
| 606 | #self.dataOut.data = numpy.reshape(self.jrodataset[self.profileIndex,:],(1,-1)) |
|
607 | #self.dataOut.data = numpy.reshape(self.jrodataset[self.profileIndex,:],(1,-1)) | |
| 607 |
|
608 | |||
| 608 | self.dataOut.data = self.jrodataset[:,self.profileIndex,:] |
|
609 | self.dataOut.data = self.jrodataset[:,self.profileIndex,:] | |
| 609 |
|
610 | |||
| 610 | #print("R_t",self.timeset) |
|
611 | #print("R_t",self.timeset) | |
| 611 |
|
612 | |||
| 612 | #self.dataOut.utctime = self.jrotimeset[self.profileIndex] |
|
613 | #self.dataOut.utctime = self.jrotimeset[self.profileIndex] | |
| 613 | #verificar basic header de jro data y ver si es compatible con este valor |
|
614 | #verificar basic header de jro data y ver si es compatible con este valor | |
| 614 | #self.dataOut.utctime = self.timeset + (self.profileIndex * self.ippSeconds * self.nchannels) |
|
615 | #self.dataOut.utctime = self.timeset + (self.profileIndex * self.ippSeconds * self.nchannels) | |
| 615 | indexprof = numpy.mod(self.profileIndex, self.newProfiles) |
|
616 | indexprof = numpy.mod(self.profileIndex, self.newProfiles) | |
| 616 | indexblock = self.profileIndex/self.newProfiles |
|
617 | indexblock = self.profileIndex/self.newProfiles | |
| 617 | #print (indexblock, indexprof) |
|
618 | #print (indexblock, indexprof) | |
| 618 | diffUTC = 1.8e4 #UTC diference from peru in seconds --Joab |
|
619 | diffUTC = 1.8e4 #UTC diference from peru in seconds --Joab | |
| 619 | diffUTC = 0 |
|
620 | diffUTC = 0 | |
| 620 | t_comp = (indexprof * self.ippSeconds * self.nchannels) + diffUTC # |
|
621 | t_comp = (indexprof * self.ippSeconds * self.nchannels) + diffUTC # | |
| 621 | #cambio posible 18/02/2020 |
|
622 | #cambio posible 18/02/2020 | |
| 622 |
|
623 | |||
| 623 |
|
624 | |||
| 624 |
|
625 | |||
| 625 | #print("utc :",indexblock," __ ",t_comp) |
|
626 | #print("utc :",indexblock," __ ",t_comp) | |
| 626 | #print(numpy.shape(self.timeset)) |
|
627 | #print(numpy.shape(self.timeset)) | |
| 627 | self.dataOut.utctime = self.timeset[numpy.int_(indexblock)] + t_comp |
|
628 | self.dataOut.utctime = self.timeset[numpy.int_(indexblock)] + t_comp | |
| 628 | #self.dataOut.utctime = self.timeset[self.profileIndex] + t_comp |
|
629 | #self.dataOut.utctime = self.timeset[self.profileIndex] + t_comp | |
| 629 | #print(self.dataOut.utctime) |
|
630 | #print(self.dataOut.utctime) | |
| 630 | self.dataOut.profileIndex = self.profileIndex |
|
631 | self.dataOut.profileIndex = self.profileIndex | |
| 631 | self.dataOut.flagNoData = False |
|
632 | self.dataOut.flagNoData = False | |
| 632 | # if indexprof == 0: |
|
633 | # if indexprof == 0: | |
| 633 | # print self.dataOut.utctime |
|
634 | # print self.dataOut.utctime | |
| 634 |
|
635 | |||
| 635 | self.profileIndex += 1 |
|
636 | self.profileIndex += 1 | |
| 636 |
|
637 | |||
| 637 | return self.dataOut.data |
|
638 | return self.dataOut.data | |
| 638 |
|
639 | |||
| 639 |
|
640 | |||
| 640 | def run(self, **kwargs): |
|
641 | def run(self, **kwargs): | |
| 641 | ''' |
|
642 | ''' | |
| 642 | This method will be called many times so here you should put all your code |
|
643 | This method will be called many times so here you should put all your code | |
| 643 | ''' |
|
644 | ''' | |
| 644 |
|
645 | |||
| 645 | if not self.isConfig: |
|
646 | if not self.isConfig: | |
| 646 | self.setup(**kwargs) |
|
647 | self.setup(**kwargs) | |
| 647 | self.isConfig = True |
|
648 | self.isConfig = True | |
| 648 |
|
649 | |||
| 649 | self.getData() |
|
650 | self.getData() | |
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