def __init__(self, **kwargs):
"""
Inputs: None
"""
ProcessingUnit.__init__(self, **kwargs)
self.dataOut = Parameters()
self.isConfig = False
class BLTRParametersProc(ProcessingUnit):
'''
Processing unit for BLTR parameters data (winds)
Inputs:
self.dataOut.nmodes - Number of operation modes
self.dataOut.nchannels - Number of channels
self.dataOut.nranges - Number of ranges
self.dataOut.data_snr - SNR array
self.dataOut.data_output - Zonal, Vertical and Meridional velocity array
self.dataOut.height - Height array (km)
self.dataOut.time - Time array (seconds)
self.dataOut.fileIndex -Index of the file currently read
self.dataOut.lat - Latitude coordinate of BLTR location
self.dataOut.doy - Experiment doy (number of the day in the current year)
self.dataOut.month - Experiment month
self.dataOut.day - Experiment day
self.dataOut.year - Experiment year
'''
def __init__(self):
'''
Inputs: None
'''
ProcessingUnit.__init__(self)
self.dataOut = Parameters()
def setup(self, mode):
'''
'''
self.dataOut.mode = mode
def run(self, mode, snr_threshold=None):
'''
Inputs:
mode = High resolution (0) or Low resolution (1) data
snr_threshold = snr filter value
'''
if not self.isConfig:
self.setup(mode)
self.isConfig = True
if self.dataIn.type == 'Parameters':
self.dataOut.copy(self.dataIn)
self.dataOut.data_param = self.dataOut.data[mode]
self.dataOut.heightList = self.dataOut.height[0]
self.dataOut.data_snr = self.dataOut.data_snr[mode]
if snr_threshold is not None:
SNRavg = numpy.average(self.dataOut.data_snr, axis=0)
SNRavgdB = 10 * numpy.log10(SNRavg)
for i in range(3):
self.dataOut.data_param[i][
SNRavgdB <= snr_threshold] = numpy.nan
class PXParametersProc(ProcessingUnit):
'''
Processing unit for PX parameters data
'''
def __init__(self, **kwargs):
"""
Inputs: None
"""
ProcessingUnit.__init__(self, **kwargs)
self.dataOut = Parameters()
self.isConfig = False
def setup(self, mode):
"""
"""
self.dataOut.mode = mode
def run(self, mode):
"""
Args:
mode (str): select independent variable 'E' for elevation or 'A' for azimuth
"""
if not self.isConfig:
self.setup(mode)
self.isConfig = True
if self.dataIn.type == 'Parameters':
self.dataOut.copy(self.dataIn)
self.dataOut.data_param = numpy.array(
[self.dataOut.data[var] for var in self.dataOut.parameters])
self.dataOut.data_param[self.dataOut.data_param ==
self.dataOut.missing] = numpy.nan
if mode.upper() == 'E':
self.dataOut.heightList = self.dataOut.data['Azimuth']
else:
self.dataOut.heightList = self.dataOut.data['Elevation']
attrs = [
'units', 'elevation', 'azimuth', 'max_range', 'latitude',
'longitude'
]
meta = {}
for attr in attrs:
meta[attr] = getattr(self.dataOut, attr)
meta['mode'] = mode
self.dataOut.meta = meta
def __init__(self):
Operation.__init__(self)
self.dataOut = Parameters()
self.counter = 0
self.path = None
self.fp = None
def __init__(self, **kwargs):
ProcessingUnit.__init__(self, **kwargs)
self.dataOut = Parameters()
self.counter_records = 0
self.flagNoMoreFiles = 0
self.isConfig = False
self.filename = None
self.clockpulse = 0.15
self.kd = 213.6
def __init__(self):
ProcessingUnit.__init__(self)
self.dataOut = Parameters()
self.dataOut.timezone = 300
self.counter_records = 0
self.flagNoMoreFiles = 0
self.isConfig = False
self.filename = None
self.status_value = 0
self.datatime = datetime.datetime(1900, 1, 1)
self.filefmt = "*********%Y%m%d******"
def __init__(self):
ProcessingUnit.__init__(self)
self.dataOut = Parameters()
self.counter_records = 0
self.nrecords = None
self.flagNoMoreFiles = 0
self.filename = None
self.intervals = set()
self.datatime = datetime.datetime(1900, 1, 1)
self.format = None
self.filefmt = "***%Y%m%d*******"
def __init__(self, **kwargs):
ProcessingUnit.__init__(self, **kwargs)
self.dataOut = Parameters()
self.counter_records = 0
self.nrecords = None
self.flagNoMoreFiles = 0
self.isConfig = False
self.filename = None
self.intervals = set()
self.ext = ('.nc', '.tgz')
self.online_mode = False
def __init__(self):
'''
Inputs: None
'''
ProcessingUnit.__init__(self)
self.dataOut = Parameters()