Python Cdo.mergetime方法代碼示例

# 需要導入模塊: from cdo import Cdo [as 別名]
# 或者: from cdo.Cdo import mergetime [as 別名]
    def _preproc_streams(self):
        """
        It is assumed that the standard JSBACH postprocessing scripts have been applied.
        Thus monthly mean data is available for each stream and code tables still need to be applied.

        This routine does the following:
        1) merge all times from individual (monthly mean) output files
        2) assign codetables to work with proper variable names
        3) aggregate data from tiles to gridbox values
        """

        print 'Preprocessing JSBACH raw data streams (may take a while) ...'

        cdo = Cdo()

        # jsbach stream
        print '   JSBACH stream ...'
        outfile = get_temporary_directory() + self.experiment + '_jsbach_mm_full.nc'
        if os.path.exists(outfile):
            pass
        else:
            codetable = self.data_dir + 'log/' + self.experiment + '_jsbach.codes'
            tmp = tempfile.mktemp(suffix='.nc', prefix=self.experiment + '_jsbach_', dir=get_temporary_directory())  # temporary file
            #~ print self.data_dir
            #~ print self.raw_outdata
            #~ print 'Files: ', self._get_filenames_jsbach_stream()
            #~ stop
            if len(glob.glob(self._get_filenames_jsbach_stream())) > 0:  # check if input files existing at all
                print 'Mering the following files:', self._get_filenames_jsbach_stream()
                cdo.mergetime(options='-f nc', output=tmp, input=self._get_filenames_jsbach_stream())
                if os.path.exists(codetable):
                    cdo.monmean(options='-f nc', output=outfile, input='-setpartab,' + codetable + ' ' + tmp)  # monmean needed here, as otherwise interface does not work
                else:
                    cdo.monmean(options='-f nc', output=outfile, input=tmp)  # monmean needed here, as otherwise interface does not work
                print 'Outfile: ', outfile
                #~ os.remove(tmp)

                print 'Temporary name: ', tmp

        self.files.update({'jsbach': outfile})

        # veg stream
        print '   VEG stream ...'
        outfile = get_temporary_directory() + self.experiment + '_jsbach_veg_mm_full.nc'
        if os.path.exists(outfile):
            pass
        else:
            codetable = self.data_dir + 'log/' + self.experiment + '_jsbach_veg.codes'
            tmp = tempfile.mktemp(suffix='.nc', prefix=self.experiment + '_jsbach_veg_', dir=get_temporary_directory())  # temporary file
            if len(glob.glob(self._get_filenames_veg_stream())) > 0:  # check if input files existing at all
                cdo.mergetime(options='-f nc', output=tmp, input=self._get_filenames_veg_stream())
                if os.path.exists(codetable):
                    cdo.monmean(options='-f nc', output=outfile, input='-setpartab,' + codetable + ' ' + tmp)  # monmean needed here, as otherwise interface does not work
                else:
                    cdo.monmean(options='-f nc', output=outfile, input=tmp)  # monmean needed here, as otherwise interface does not work
                os.remove(tmp)
        self.files.update({'veg': outfile})

        # veg land
        print '   LAND stream ...'
        outfile = get_temporary_directory() + self.experiment + '_jsbach_land_mm_full.nc'
        if os.path.exists(outfile):
            pass
        else:
            codetable = self.data_dir + 'log/' + self.experiment + '_jsbach_land.codes'
            tmp = tempfile.mktemp(suffix='.nc', prefix=self.experiment + '_jsbach_land_', dir=get_temporary_directory())  # temporary file
            if len(glob.glob(self._get_filenames_land_stream())) > 0:  # check if input files existing at all
                cdo.mergetime(options='-f nc', output=tmp, input=self._get_filenames_land_stream())
                if os.path.exists(codetable):
                    cdo.monmean(options='-f nc', output=outfile, input='-setpartab,' + codetable + ' ' + tmp)  # monmean needed here, as otherwise interface does not work
                else:
                    cdo.monmean(options='-f nc', output=outfile, input=tmp)  # monmean needed here, as otherwise interface does not work
                os.remove(tmp)
        self.files.update({'land': outfile})

        # surf stream
        print '   SURF stream ...'
        outfile = get_temporary_directory() + self.experiment + '_jsbach_surf_mm_full.nc'
        if os.path.exists(outfile):
            pass
        else:
            codetable = self.data_dir + 'log/' + self.experiment + '_jsbach_surf.codes'
            tmp = tempfile.mktemp(suffix='.nc', prefix=self.experiment + '_jsbach_surf_', dir=get_temporary_directory())  # temporary file
            if len(glob.glob(self._get_filenames_surf_stream())) > 0:  # check if input files existing at all
                print glob.glob(self._get_filenames_surf_stream())
                cdo.mergetime(options='-f nc', output=tmp, input=self._get_filenames_surf_stream())
                if os.path.exists(codetable):
                    cdo.monmean(options='-f nc', output=outfile, input='-setpartab,' + codetable + ' ' + tmp)  # monmean needed here, as otherwise interface does not work
                else:
                    cdo.monmean(options='-f nc', output=outfile, input=tmp)  # monmean needed here, as otherwise interface does not work
                os.remove(tmp)

        self.files.update({'surf': outfile})

        # ECHAM BOT stream
        print '   BOT stream ...'
        outfile = get_temporary_directory() + self.experiment + '_echam6_echam_mm_full.nc'
        if os.path.exists(outfile):
            pass
        else:
#.........這裏部分代碼省略.........

# 需要導入模塊: from cdo import Cdo [as 別名]
# 或者: from cdo.Cdo import mergetime [as 別名]
def method_A(resource=[], start=None, end=None, timeslice=20, 
  variable=None, title=None, cmap='seismic' ):
  """returns the result
  
  :param resource: list of paths to netCDF files
  :param start: beginning of reference period (if None (default), the first year of the consistent ensemble will be detected)
  :param end: end of comparison period (if None (default), the last year of the consistent ensemble will be detected)
  :param timeslice: period length for mean calculation of reference and comparison period
  :param variable: variable name to be detected in the netCDF file. If not set (not recommended), the variable name will be detected
  :param title: str to be used as title for the signal mal
  :param cmap: define the color scheme for signal map plotting 

  :return: signal.nc, low_agreement_mask.nc, high_agreement_mask.nc, graphic.png, text.txt
  """
  from os.path import split
  from cdo import Cdo
  cdo = Cdo()
  cdo.forceOutput = True 
  
  try: 
    # preparing the resource
#    from flyingpigeon.ocgis_module import call
    file_dic = sort_by_filename(resource, historical_concatination = True)
    #print file_dic
    logger.info('file names sorted experimets: %s' % len(file_dic.keys()))
  except Exception as e:
    msg = 'failed to sort the input files'
    logger.exception(msg)
    raise Exception(msg)
  

  try:
    mergefiles = []
    for key in file_dic.keys():
      
      if type(file_dic[key]) == list and len(file_dic[key]) > 1:
        input = []
        for i in file_dic[key]:
          print i 
          input.extend([i.replace(' ','\\\ ')])
        mergefiles.append(cdo.mergetime(input=input, output=key+'_mergetime.nc'))
      else:
        mergefiles.extend(file_dic[key])
#      files.append(cdo.selyear('%s/%s' % (start1,end2), input = tmpfile , output =  key+'.nc' )) #python version
    logger.info('datasets merged %s ' % mergefiles)
  except Exception as e:
    msg = 'seltime and mergetime failed %s' % e
    logger.exception(msg)
    raise Exception(e)    
  
  try: 
    text_src = open('infiles.txt', 'a')
    for key in file_dic.keys():
      text_src.write(key + '\n')
    text_src.close()
  except Exception as e:
    msg = 'failed to write source textfile'
    logger.exception(msg)
    raise Exception(msg)
    
  # configure reference and compare period
  try: 
    if start == None:
      st_set = set()
      en_set = set()
      for f in mergefiles:
        print f
        times = get_time(f)
        st_set.update([times[0].year])
        if end == None: 
          en_set.update([times[-1].year])
      start = max(st_set)
      if end == None:
        end = min(en_set)
    logger.info('Start and End: %s - %s ' % (start, end))
    if start >= end: 
      logger.error('ensemble is inconsistent!!! start year is later than end year')
  except Exception as e:
    msg = 'failed to detect start and end times of the ensemble'
    logger.exception(msg)
    raise Exception(msg)

  # set the periodes: 
  try: 
    start = int(start)
    end = int(end)
    if timeslice == None: 
      timeslice = int((end - start) / 3)
      if timeslice == 0: 
        timeslice = 1
    else: 
      timeslice = int(timeslice)
    start1 = start
    start2 = start1 + timeslice - 1 
    end1 = end - timeslice + 1
    end2 = end
    logger.info('timeslice and periodes set')
  except Exception as e:
    msg = 'failed to set the periodes'
    logger.exception(msg)
#.........這裏部分代碼省略.........