--- a/atmospheric_lidar/pearl.py Mon Nov 20 15:22:11 2017 +0200 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,139 +0,0 @@ -import datetime -import os -import glob - -import numpy as np - -from generic import BaseLidarMeasurement, LidarChannel -from ciao import CiaoMixin - -import pearl_netcdf_parameters -from report_file import Report_file - - -repository = '/mnt/storage/lidar_data/pearl/' - - -class PearlLidarMeasurement(CiaoMixin, BaseLidarMeasurement): - - extra_netcdf_parameters = pearl_netcdf_parameters - - def import_file(self,filename): - ''' Import a pearl file. ''' - - if filename in self.files: - print "File has been imported already:" + filename - else: - parameters, channels_dict = self.read_pearl_data(filename) - start_time = self._gettime(parameters['Acq_date'],parameters['Acq_start_time']) - - for channel_info in channels_dict.itervalues(): - - if channel_info['name'] == '1064ALR': - name = '1064' - tm = start_time - elif channel_info['name'] == '1064BLR': - name = '1064' - tm = start_time + datetime.timedelta(seconds = 30) - else: - name = channel_info['name'] - tm = start_time - if name not in self.channels: - self.channels[name] = LidarChannel(channel_info) - self.channels[name].data[tm] = channel_info['data'] - self.files.append(filename) - - def read_pearl_data(self, filename): - ''' - Reads a pearl file. - - Returns: - parameters - a dictionary of general parameters - channels - a dictionary with keys the channel number and values lists - [channel name, channel bin width, channel data]. - ''' - f = open(filename,'r') # Open the file - s = f.read(26) # Read the first 26 bytes - - #Get the values in a dictionary - parameters = {} - parameters['Acq_date'] = s[0:10] # First 10 bytes are the acquisition date. - parameters['Acq_start_time'] = s[10:20].strip() # Next 10 bytes are start time. Strip from trailing spaces. - parameters['Channel_no'] = np.fromstring(s[20:22], dtype = np.int16) # Next 2 bytes are the number of channels. Short integer. - parameters['Point_no'] = np.fromstring(s[22:26], dtype = np.int32) # Next 4 bytes are the number of points. Integer. - p = parameters # Just for less typing - - # Read the channel parameters - len = 20*p['Channel_no'] - s = f.read(len) - channels = {} - for (c1,n) in zip(range(0,len, 20),range(p['Channel_no'])): - channels[str(n)] = {'name' : s[c1+10:c1+20].strip(), - 'binwidth' : s[c1:c1+10].strip()} - - #Read the data - data = np.fromfile(f,dtype = np.float32) - #print filename + ': ' + str(data.size) +',' + str(p['Point_no']) +str(p['Channel_no']) - data = data.reshape(p['Point_no'],p['Channel_no']) - for ch in channels.iterkeys(): - channels[ch]['data'] = data[:,int(ch)] - #Close the file - f.close() - return parameters,channels - - -def get_measurement_for_interval(start_time, stop_time): - ''' Searches for a pearl measurement based on a time interval - ''' - - correct_series = None - day = datetime.timedelta(hours = 24) - - if start_time > stop_time: - raise ValueError('Stop time should be after start time') - - - - #The list of directories based on the given time. Same, previous, Next day - possible_paths = [get_path(t) for t in [start_time - day, start_time, start_time + day] - if get_path(t) is not None] - for path in possible_paths: - try: - rf = Report_file(path) - except: - rf = None - - if rf is not None: - for serie in rf.series: - if (start_time > serie.starttime) and (stop_time < serie.endtime): - correct_series = serie - - if correct_series: - files = correct_series.files.get('apd', []) + correct_series.files.get('mcb', []) - m_series = PearlLidarMeasurement(files) - m_subset = m_series.subset_by_time(start_time, stop_time) - return m_subset - else: - return None - - -def get_channel(tim, channel = '1064'): - if channel =='1064': - extension = '*.apd' - else: - extension = '*.mcb' - - dirstr = get_path(tim) - - if not os.path.isdir(dirstr): - raise IOError('No measurement for that date (directory does not exist.).') - #No measurement for that date (directory does not exist.). - files = glob.glob(dirstr + extension) - m = PearlLidarMeasurement(files) - c = m.channels[channel] - return c - - -def get_path(tim): - dirstr = repository + tim.strftime('%Y')+ '/' +tim.strftime('%d%m%Y') + '/' - return dirstr