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In [1]:



    


import wradlib
import numpy as np
import os
import h5py
import zipfile
import datetime as dt
import pandas as pd



    


















    






C:\Anaconda3\envs\wradlib1_0\lib\site-packages\h5py\__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.
  from ._conv import register_converters as _register_converters

















In [2]:



    


for_year = "2016"
rootdir = r"e:\data\radolan\ry"
tmpdir = r"e:\data\radolan\tmp"
h5file = 'ry_%s.hdf5' % for_year
hourlyfile = 'ry_hourly_%s.hdf5' % for_year
tstart = "%s-01-01" % for_year 
tend = "%s-12-31" % for_year
dffile = "exc_%s.csv" % for_year
nx = 900
ny = 900



    











In [3]:



    


days = wradlib.util.from_to(dt.datetime.strptime(tstart, "%Y-%m-%d"),
                            dt.datetime.strptime(tend, "%Y-%m-%d"), tdelta=3600*24)
dtimes = wradlib.util.from_to(days[0].strftime("%Y-%m-%d 00:00:00"),
                              days[-1].strftime("%Y-%m-%d 23:55:00"), tdelta=60*5)

hrs = np.array([np.arange(0,24*12, 12), np.arange(12,25*12, 12)]).reshape((-1,2))

exc05 = np.zeros(len(dtimes)) * np.nan
exc1 = np.zeros(len(dtimes)) * np.nan
exc5 = np.zeros(len(dtimes)) * np.nan
exc10 = np.zeros(len(dtimes)) * np.nan



    











In [4]:



    


df = pd.DataFrame({"dtime": dtimes, "exc05": exc05, "exc1": exc1, "exc5": exc5, "exc10": exc10})
df = df.set_index('dtime')



    











In [5]:



    


with h5py.File(h5file, 'a') as f:
    for day in days:
        h5dir = day.strftime("%Y/%m/%d")
        print(h5dir)
        # Check for zip file and extract all
        zippath = os.path.join(rootdir, day.strftime("%Y/%m/%d/%Y%m%d_RY.zip"))
        if os.path.exists(zippath):
            zf = zipfile.ZipFile(zippath, "r")
            zf.extractall(tmpdir)
            zf.close()
        else:
            print("\tno archive.")
            continue
        # Create dataset if not exists
        data = np.zeros((24*12,900,900)).astype(np.float16) * np.nan
        if not h5dir in f:
            dset = f.create_dataset(h5dir, data.shape, dtype=np.float16, compression="gzip")
        else:
            dset = f[h5dir]
        for i, dtime in enumerate(wradlib.util.from_to(day.strftime("%Y-%m-%d 00:00:00"),
                                                       day.strftime("%Y-%m-%d 23:55:00"), 60*5)):
            ryfile = dtime.strftime("raa01-ry_10000-%y%m%d%H%M-dwd---bin")
            rypath = os.path.join(tmpdir, ryfile)
            try:
                data[i] = wradlib.io.read_radolan_composite(rypath, missing=np.nan)[0]
                os.remove(rypath)
            except FileNotFoundError:
                print("\tnot found: %s" % ryfile)
                continue
            except EOFError:
                print("\tEOFError: %s" % ryfile)
                continue
            except OSError:
                print("\tOSError: %s" % ryfile)
                continue
            df.loc[dtime].exc05 = len(np.where(data[i].ravel() >= 0.5)[0])
            df.loc[dtime].exc1 = len(np.where(data[i].ravel() >= 1.)[0])
            df.loc[dtime].exc5 = len(np.where(data[i].ravel() >= 5.)[0])
            df.loc[dtime].exc10 = len(np.where(data[i].ravel() >= 10.)[0])
        dset[:] = data
            # Hourly RY file
        with h5py.File(hourlyfile, 'a') as hourlyf:
            hdata = np.zeros((24,900,900)).astype(np.float16) * np.nan
            for i, hr in enumerate(hrs):
                hdata[i] = data[hr[0]:hr[1]].sum(axis=0)
            if not h5dir in hourlyf:
                dset = hourlyf.create_dataset(day.strftime("%Y/%m/%d"), data=hdata, compression="gzip")
            else:
                hourlyf[h5dir][:] = hdata

df.to_csv(dffile)



    


















    






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	not found: raa01-ry_10000-0704020215-dwd---bin
	not found: raa01-ry_10000-0704020220-dwd---bin
	not found: raa01-ry_10000-0704020225-dwd---bin
	not found: raa01-ry_10000-0704020230-dwd---bin
	not found: raa01-ry_10000-0704020235-dwd---bin
	not found: raa01-ry_10000-0704020240-dwd---bin
	not found: raa01-ry_10000-0704020245-dwd---bin
	not found: raa01-ry_10000-0704020250-dwd---bin
	not found: raa01-ry_10000-0704020255-dwd---bin
	not found: raa01-ry_10000-0704020300-dwd---bin
	not found: raa01-ry_10000-0704020305-dwd---bin
	not found: raa01-ry_10000-0704020310-dwd---bin
	not found: raa01-ry_10000-0704020315-dwd---bin
	not found: raa01-ry_10000-0704020320-dwd---bin
	not found: raa01-ry_10000-0704020325-dwd---bin
	not found: raa01-ry_10000-0704020330-dwd---bin
	not found: raa01-ry_10000-0704020335-dwd---bin
	not found: raa01-ry_10000-0704020340-dwd---bin
	not found: raa01-ry_10000-0704020345-dwd---bin
	not found: raa01-ry_10000-0704020350-dwd---bin
	not found: raa01-ry_10000-0704020355-dwd---bin
	not found: raa01-ry_10000-0704020400-dwd---bin
	not found: raa01-ry_10000-0704020405-dwd---bin
	not found: raa01-ry_10000-0704020410-dwd---bin
	not found: raa01-ry_10000-0704020415-dwd---bin
	not found: raa01-ry_10000-0704020420-dwd---bin
	not found: raa01-ry_10000-0704020425-dwd---bin
	not found: raa01-ry_10000-0704020430-dwd---bin
	not found: raa01-ry_10000-0704020435-dwd---bin
	not found: raa01-ry_10000-0704020440-dwd---bin
	not found: raa01-ry_10000-0704020445-dwd---bin
	not found: raa01-ry_10000-0704020450-dwd---bin
	not found: raa01-ry_10000-0704020455-dwd---bin
	not found: raa01-ry_10000-0704020500-dwd---bin
	not found: raa01-ry_10000-0704020505-dwd---bin
	not found: raa01-ry_10000-0704020510-dwd---bin
	not found: raa01-ry_10000-0704020515-dwd---bin
	not found: raa01-ry_10000-0704020520-dwd---bin
	not found: raa01-ry_10000-0704020525-dwd---bin
	not found: raa01-ry_10000-0704020530-dwd---bin
	not found: raa01-ry_10000-0704020535-dwd---bin
	not found: raa01-ry_10000-0704020540-dwd---bin
	not found: raa01-ry_10000-0704020545-dwd---bin
	not found: raa01-ry_10000-0704020550-dwd---bin
	not found: raa01-ry_10000-0704020555-dwd---bin
	not found: raa01-ry_10000-0704020600-dwd---bin
	EOFError: raa01-ry_10000-0704020605-dwd---bin
	EOFError: raa01-ry_10000-0704020610-dwd---bin
	EOFError: raa01-ry_10000-0704020615-dwd---bin
	EOFError: raa01-ry_10000-0704020620-dwd---bin
	EOFError: raa01-ry_10000-0704020625-dwd---bin
	EOFError: raa01-ry_10000-0704020630-dwd---bin
	EOFError: raa01-ry_10000-0704020635-dwd---bin
	EOFError: raa01-ry_10000-0704020640-dwd---bin
	EOFError: raa01-ry_10000-0704020645-dwd---bin
	EOFError: raa01-ry_10000-0704020650-dwd---bin
	EOFError: raa01-ry_10000-0704020655-dwd---bin
2007/04/03
2007/04/04
2007/04/05
2007/04/06
2007/04/07
2007/04/08
2007/04/09
2007/04/10
2007/04/11
2007/04/12
2007/04/13
2007/04/14
2007/04/15
2007/04/16
2007/04/17
2007/04/18
	not found: raa01-ry_10000-0704181305-dwd---bin
	EOFError: raa01-ry_10000-0704181540-dwd---bin
	not found: raa01-ry_10000-0704181545-dwd---bin
	not found: raa01-ry_10000-0704181550-dwd---bin
	not found: raa01-ry_10000-0704181555-dwd---bin
	not found: raa01-ry_10000-0704181600-dwd---bin
	not found: raa01-ry_10000-0704181605-dwd---bin
	not found: raa01-ry_10000-0704181610-dwd---bin
	not found: raa01-ry_10000-0704181615-dwd---bin
	not found: raa01-ry_10000-0704181620-dwd---bin
	not found: raa01-ry_10000-0704181625-dwd---bin
	not found: raa01-ry_10000-0704181630-dwd---bin
	not found: raa01-ry_10000-0704181635-dwd---bin
	not found: raa01-ry_10000-0704181640-dwd---bin
	not found: raa01-ry_10000-0704181645-dwd---bin
	not found: raa01-ry_10000-0704181650-dwd---bin
	not found: raa01-ry_10000-0704181655-dwd---bin
	not found: raa01-ry_10000-0704181700-dwd---bin
	not found: raa01-ry_10000-0704181705-dwd---bin
	not found: raa01-ry_10000-0704181710-dwd---bin
	not found: raa01-ry_10000-0704181715-dwd---bin
	not found: raa01-ry_10000-0704181720-dwd---bin
	not found: raa01-ry_10000-0704181725-dwd---bin
	not found: raa01-ry_10000-0704181730-dwd---bin
	not found: raa01-ry_10000-0704181735-dwd---bin
	not found: raa01-ry_10000-0704181740-dwd---bin
	not found: raa01-ry_10000-0704181745-dwd---bin
	not found: raa01-ry_10000-0704181750-dwd---bin
	not found: raa01-ry_10000-0704181755-dwd---bin
	not found: raa01-ry_10000-0704181800-dwd---bin
	not found: raa01-ry_10000-0704181805-dwd---bin
	not found: raa01-ry_10000-0704181810-dwd---bin
	not found: raa01-ry_10000-0704181815-dwd---bin
	not found: raa01-ry_10000-0704181820-dwd---bin
	not found: raa01-ry_10000-0704181825-dwd---bin
	not found: raa01-ry_10000-0704181830-dwd---bin
	not found: raa01-ry_10000-0704181835-dwd---bin
	not found: raa01-ry_10000-0704181840-dwd---bin
	not found: raa01-ry_10000-0704181845-dwd---bin
	not found: raa01-ry_10000-0704181850-dwd---bin
	not found: raa01-ry_10000-0704181855-dwd---bin
	not found: raa01-ry_10000-0704181900-dwd---bin
	not found: raa01-ry_10000-0704181905-dwd---bin
	not found: raa01-ry_10000-0704181910-dwd---bin
	not found: raa01-ry_10000-0704181915-dwd---bin
	not found: raa01-ry_10000-0704181920-dwd---bin
	not found: raa01-ry_10000-0704181925-dwd---bin
	not found: raa01-ry_10000-0704181930-dwd---bin
	not found: raa01-ry_10000-0704181935-dwd---bin
	not found: raa01-ry_10000-0704181940-dwd---bin
	not found: raa01-ry_10000-0704181945-dwd---bin
	not found: raa01-ry_10000-0704181950-dwd---bin
	not found: raa01-ry_10000-0704181955-dwd---bin
	not found: raa01-ry_10000-0704182000-dwd---bin
	not found: raa01-ry_10000-0704182005-dwd---bin
	not found: raa01-ry_10000-0704182010-dwd---bin
	not found: raa01-ry_10000-0704182015-dwd---bin
	not found: raa01-ry_10000-0704182020-dwd---bin
	not found: raa01-ry_10000-0704182025-dwd---bin
	not found: raa01-ry_10000-0704182030-dwd---bin
	not found: raa01-ry_10000-0704182035-dwd---bin
	not found: raa01-ry_10000-0704182040-dwd---bin
	not found: raa01-ry_10000-0704182045-dwd---bin
	not found: raa01-ry_10000-0704182050-dwd---bin
	not found: raa01-ry_10000-0704182055-dwd---bin
	not found: raa01-ry_10000-0704182100-dwd---bin
	not found: raa01-ry_10000-0704182105-dwd---bin
	not found: raa01-ry_10000-0704182110-dwd---bin
	not found: raa01-ry_10000-0704182115-dwd---bin
	not found: raa01-ry_10000-0704182120-dwd---bin
	not found: raa01-ry_10000-0704182125-dwd---bin
	not found: raa01-ry_10000-0704182130-dwd---bin
	not found: raa01-ry_10000-0704182135-dwd---bin
	not found: raa01-ry_10000-0704182140-dwd---bin
	not found: raa01-ry_10000-0704182145-dwd---bin
	not found: raa01-ry_10000-0704182150-dwd---bin
	not found: raa01-ry_10000-0704182155-dwd---bin
	not found: raa01-ry_10000-0704182200-dwd---bin
	not found: raa01-ry_10000-0704182205-dwd---bin
	not found: raa01-ry_10000-0704182210-dwd---bin
	not found: raa01-ry_10000-0704182215-dwd---bin
	not found: raa01-ry_10000-0704182220-dwd---bin
	not found: raa01-ry_10000-0704182225-dwd---bin
	not found: raa01-ry_10000-0704182230-dwd---bin
	not found: raa01-ry_10000-0704182235-dwd---bin
	not found: raa01-ry_10000-0704182240-dwd---bin
	not found: raa01-ry_10000-0704182245-dwd---bin
	not found: raa01-ry_10000-0704182250-dwd---bin
	not found: raa01-ry_10000-0704182255-dwd---bin
	not found: raa01-ry_10000-0704182300-dwd---bin
	not found: raa01-ry_10000-0704182305-dwd---bin
	not found: raa01-ry_10000-0704182310-dwd---bin
	not found: raa01-ry_10000-0704182315-dwd---bin
	not found: raa01-ry_10000-0704182320-dwd---bin
	not found: raa01-ry_10000-0704182325-dwd---bin
	not found: raa01-ry_10000-0704182330-dwd---bin
	not found: raa01-ry_10000-0704182335-dwd---bin
	not found: raa01-ry_10000-0704182340-dwd---bin
	not found: raa01-ry_10000-0704182345-dwd---bin
	not found: raa01-ry_10000-0704182350-dwd---bin
	not found: raa01-ry_10000-0704182355-dwd---bin
2007/04/19
	no archive.
2007/04/20
	not found: raa01-ry_10000-0704200000-dwd---bin
	not found: raa01-ry_10000-0704200005-dwd---bin
	not found: raa01-ry_10000-0704200010-dwd---bin
	not found: raa01-ry_10000-0704200015-dwd---bin
	not found: raa01-ry_10000-0704200020-dwd---bin
	not found: raa01-ry_10000-0704200025-dwd---bin
	not found: raa01-ry_10000-0704200030-dwd---bin
	not found: raa01-ry_10000-0704200035-dwd---bin
	not found: raa01-ry_10000-0704200040-dwd---bin
	not found: raa01-ry_10000-0704200045-dwd---bin
	not found: raa01-ry_10000-0704200050-dwd---bin
	not found: raa01-ry_10000-0704200055-dwd---bin
	not found: raa01-ry_10000-0704200100-dwd---bin
	not found: raa01-ry_10000-0704200105-dwd---bin
	not found: raa01-ry_10000-0704200110-dwd---bin
	not found: raa01-ry_10000-0704200115-dwd---bin
	not found: raa01-ry_10000-0704200120-dwd---bin
	not found: raa01-ry_10000-0704200125-dwd---bin
	not found: raa01-ry_10000-0704200130-dwd---bin
	not found: raa01-ry_10000-0704200135-dwd---bin
	not found: raa01-ry_10000-0704200140-dwd---bin
	not found: raa01-ry_10000-0704200145-dwd---bin
	not found: raa01-ry_10000-0704200150-dwd---bin
	not found: raa01-ry_10000-0704200155-dwd---bin
	not found: raa01-ry_10000-0704200200-dwd---bin
	not found: raa01-ry_10000-0704200205-dwd---bin
	not found: raa01-ry_10000-0704200210-dwd---bin
	not found: raa01-ry_10000-0704200215-dwd---bin
	not found: raa01-ry_10000-0704200220-dwd---bin
	not found: raa01-ry_10000-0704200225-dwd---bin
	not found: raa01-ry_10000-0704200230-dwd---bin
	not found: raa01-ry_10000-0704200235-dwd---bin
	not found: raa01-ry_10000-0704200240-dwd---bin
	not found: raa01-ry_10000-0704200245-dwd---bin
	not found: raa01-ry_10000-0704200250-dwd---bin
	not found: raa01-ry_10000-0704200255-dwd---bin
	not found: raa01-ry_10000-0704200300-dwd---bin
	not found: raa01-ry_10000-0704200305-dwd---bin
	not found: raa01-ry_10000-0704200310-dwd---bin
	not found: raa01-ry_10000-0704200315-dwd---bin
	not found: raa01-ry_10000-0704200320-dwd---bin
	not found: raa01-ry_10000-0704200325-dwd---bin
	not found: raa01-ry_10000-0704200330-dwd---bin
	not found: raa01-ry_10000-0704200335-dwd---bin
	not found: raa01-ry_10000-0704200340-dwd---bin
	not found: raa01-ry_10000-0704200345-dwd---bin
	not found: raa01-ry_10000-0704200350-dwd---bin
	not found: raa01-ry_10000-0704200355-dwd---bin
	not found: raa01-ry_10000-0704200400-dwd---bin
	not found: raa01-ry_10000-0704200405-dwd---bin
	not found: raa01-ry_10000-0704200410-dwd---bin
	not found: raa01-ry_10000-0704200415-dwd---bin
	not found: raa01-ry_10000-0704200420-dwd---bin
	not found: raa01-ry_10000-0704200425-dwd---bin
	not found: raa01-ry_10000-0704200430-dwd---bin
	not found: raa01-ry_10000-0704200435-dwd---bin
	not found: raa01-ry_10000-0704200440-dwd---bin
	not found: raa01-ry_10000-0704200445-dwd---bin
	not found: raa01-ry_10000-0704200450-dwd---bin
	not found: raa01-ry_10000-0704200455-dwd---bin
	not found: raa01-ry_10000-0704200500-dwd---bin
	not found: raa01-ry_10000-0704200505-dwd---bin
	not found: raa01-ry_10000-0704200510-dwd---bin
	not found: raa01-ry_10000-0704200515-dwd---bin
	not found: raa01-ry_10000-0704200520-dwd---bin
	not found: raa01-ry_10000-0704200525-dwd---bin
	not found: raa01-ry_10000-0704200530-dwd---bin
	not found: raa01-ry_10000-0704200535-dwd---bin
	not found: raa01-ry_10000-0704200540-dwd---bin
	not found: raa01-ry_10000-0704200545-dwd---bin
	not found: raa01-ry_10000-0704200550-dwd---bin
	not found: raa01-ry_10000-0704200555-dwd---bin
	not found: raa01-ry_10000-0704200600-dwd---bin
	not found: raa01-ry_10000-0704200605-dwd---bin
	not found: raa01-ry_10000-0704200610-dwd---bin
	not found: raa01-ry_10000-0704200615-dwd---bin
	not found: raa01-ry_10000-0704200620-dwd---bin
	not found: raa01-ry_10000-0704200625-dwd---bin
	not found: raa01-ry_10000-0704200630-dwd---bin
	not found: raa01-ry_10000-0704200635-dwd---bin
	not found: raa01-ry_10000-0704200640-dwd---bin
	not found: raa01-ry_10000-0704200645-dwd---bin
	not found: raa01-ry_10000-0704200650-dwd---bin
	not found: raa01-ry_10000-0704200655-dwd---bin
	not found: raa01-ry_10000-0704200700-dwd---bin
	not found: raa01-ry_10000-0704200705-dwd---bin
	not found: raa01-ry_10000-0704200710-dwd---bin
	not found: raa01-ry_10000-0704200715-dwd---bin
	not found: raa01-ry_10000-0704200720-dwd---bin
	not found: raa01-ry_10000-0704200725-dwd---bin
	not found: raa01-ry_10000-0704200730-dwd---bin
	not found: raa01-ry_10000-0704200735-dwd---bin
	not found: raa01-ry_10000-0704200740-dwd---bin
	not found: raa01-ry_10000-0704200745-dwd---bin
	not found: raa01-ry_10000-0704200750-dwd---bin
	not found: raa01-ry_10000-0704200755-dwd---bin
	not found: raa01-ry_10000-0704200800-dwd---bin
	not found: raa01-ry_10000-0704200805-dwd---bin
	not found: raa01-ry_10000-0704200810-dwd---bin
	not found: raa01-ry_10000-0704200815-dwd---bin
	not found: raa01-ry_10000-0704200820-dwd---bin
	not found: raa01-ry_10000-0704200825-dwd---bin
	not found: raa01-ry_10000-0704200830-dwd---bin
	not found: raa01-ry_10000-0704200835-dwd---bin
	not found: raa01-ry_10000-0704200840-dwd---bin
	not found: raa01-ry_10000-0704200845-dwd---bin
	not found: raa01-ry_10000-0704200850-dwd---bin
	not found: raa01-ry_10000-0704200855-dwd---bin
	not found: raa01-ry_10000-0704200900-dwd---bin
	not found: raa01-ry_10000-0704200905-dwd---bin
	not found: raa01-ry_10000-0704200910-dwd---bin
	not found: raa01-ry_10000-0704200915-dwd---bin
	not found: raa01-ry_10000-0704200920-dwd---bin
	not found: raa01-ry_10000-0704200925-dwd---bin
	not found: raa01-ry_10000-0704200930-dwd---bin
	not found: raa01-ry_10000-0704200935-dwd---bin
	not found: raa01-ry_10000-0704200940-dwd---bin
	not found: raa01-ry_10000-0704200945-dwd---bin
	not found: raa01-ry_10000-0704200950-dwd---bin
	not found: raa01-ry_10000-0704200955-dwd---bin
	not found: raa01-ry_10000-0704201000-dwd---bin
	not found: raa01-ry_10000-0704201005-dwd---bin
	not found: raa01-ry_10000-0704201010-dwd---bin
	not found: raa01-ry_10000-0704201015-dwd---bin
	not found: raa01-ry_10000-0704201020-dwd---bin
	not found: raa01-ry_10000-0704201025-dwd---bin
	not found: raa01-ry_10000-0704201030-dwd---bin
	not found: raa01-ry_10000-0704201035-dwd---bin
	not found: raa01-ry_10000-0704201040-dwd---bin
	not found: raa01-ry_10000-0704201045-dwd---bin
	not found: raa01-ry_10000-0704201050-dwd---bin
	not found: raa01-ry_10000-0704201055-dwd---bin
	not found: raa01-ry_10000-0704201100-dwd---bin
	not found: raa01-ry_10000-0704201105-dwd---bin
	not found: raa01-ry_10000-0704201110-dwd---bin
	not found: raa01-ry_10000-0704201115-dwd---bin
	not found: raa01-ry_10000-0704201120-dwd---bin
	not found: raa01-ry_10000-0704201125-dwd---bin
	not found: raa01-ry_10000-0704201130-dwd---bin
	not found: raa01-ry_10000-0704201135-dwd---bin
	not found: raa01-ry_10000-0704201140-dwd---bin
	not found: raa01-ry_10000-0704201145-dwd---bin
	not found: raa01-ry_10000-0704201150-dwd---bin
	not found: raa01-ry_10000-0704201155-dwd---bin
	not found: raa01-ry_10000-0704201200-dwd---bin
	not found: raa01-ry_10000-0704201205-dwd---bin
	not found: raa01-ry_10000-0704201210-dwd---bin
	not found: raa01-ry_10000-0704201215-dwd---bin
	not found: raa01-ry_10000-0704201220-dwd---bin
	not found: raa01-ry_10000-0704201225-dwd---bin
	not found: raa01-ry_10000-0704201230-dwd---bin
	not found: raa01-ry_10000-0704201235-dwd---bin
	not found: raa01-ry_10000-0704201240-dwd---bin
	not found: raa01-ry_10000-0704201245-dwd---bin
	not found: raa01-ry_10000-0704201250-dwd---bin
	not found: raa01-ry_10000-0704201255-dwd---bin
	not found: raa01-ry_10000-0704201300-dwd---bin
	not found: raa01-ry_10000-0704201305-dwd---bin
	not found: raa01-ry_10000-0704201310-dwd---bin
	not found: raa01-ry_10000-0704201315-dwd---bin
	not found: raa01-ry_10000-0704201320-dwd---bin
	not found: raa01-ry_10000-0704201325-dwd---bin
	not found: raa01-ry_10000-0704201330-dwd---bin
	not found: raa01-ry_10000-0704201335-dwd---bin
	not found: raa01-ry_10000-0704201340-dwd---bin
	not found: raa01-ry_10000-0704201345-dwd---bin
	not found: raa01-ry_10000-0704201350-dwd---bin
	not found: raa01-ry_10000-0704201355-dwd---bin
	not found: raa01-ry_10000-0704201400-dwd---bin
	not found: raa01-ry_10000-0704201405-dwd---bin
	not found: raa01-ry_10000-0704201410-dwd---bin
	not found: raa01-ry_10000-0704201415-dwd---bin
	not found: raa01-ry_10000-0704201420-dwd---bin
	not found: raa01-ry_10000-0704201425-dwd---bin
	not found: raa01-ry_10000-0704201430-dwd---bin
	not found: raa01-ry_10000-0704201435-dwd---bin
	not found: raa01-ry_10000-0704201440-dwd---bin
	not found: raa01-ry_10000-0704201445-dwd---bin
	not found: raa01-ry_10000-0704201450-dwd---bin
	not found: raa01-ry_10000-0704201455-dwd---bin
	not found: raa01-ry_10000-0704201500-dwd---bin
	not found: raa01-ry_10000-0704201505-dwd---bin
	not found: raa01-ry_10000-0704201510-dwd---bin
	not found: raa01-ry_10000-0704201515-dwd---bin
	not found: raa01-ry_10000-0704201520-dwd---bin
	not found: raa01-ry_10000-0704201525-dwd---bin
	not found: raa01-ry_10000-0704201530-dwd---bin
	not found: raa01-ry_10000-0704201535-dwd---bin
	not found: raa01-ry_10000-0704201540-dwd---bin
	not found: raa01-ry_10000-0704201545-dwd---bin
	not found: raa01-ry_10000-0704201550-dwd---bin
	not found: raa01-ry_10000-0704201555-dwd---bin
	not found: raa01-ry_10000-0704201600-dwd---bin
	not found: raa01-ry_10000-0704201605-dwd---bin
	not found: raa01-ry_10000-0704201610-dwd---bin
	not found: raa01-ry_10000-0704201615-dwd---bin
	not found: raa01-ry_10000-0704201620-dwd---bin
	not found: raa01-ry_10000-0704201625-dwd---bin
	not found: raa01-ry_10000-0704201630-dwd---bin
	not found: raa01-ry_10000-0704201635-dwd---bin
	not found: raa01-ry_10000-0704201640-dwd---bin
	not found: raa01-ry_10000-0704201645-dwd---bin
	not found: raa01-ry_10000-0704201650-dwd---bin
	not found: raa01-ry_10000-0704201655-dwd---bin
	not found: raa01-ry_10000-0704201700-dwd---bin
	not found: raa01-ry_10000-0704201705-dwd---bin
	not found: raa01-ry_10000-0704201710-dwd---bin
	not found: raa01-ry_10000-0704201715-dwd---bin
	not found: raa01-ry_10000-0704201720-dwd---bin
	not found: raa01-ry_10000-0704201725-dwd---bin
	not found: raa01-ry_10000-0704201730-dwd---bin
	not found: raa01-ry_10000-0704201735-dwd---bin
	not found: raa01-ry_10000-0704201740-dwd---bin
	not found: raa01-ry_10000-0704201745-dwd---bin
	not found: raa01-ry_10000-0704201750-dwd---bin
	not found: raa01-ry_10000-0704201755-dwd---bin
2007/04/21
	not found: raa01-ry_10000-0704211800-dwd---bin
	not found: raa01-ry_10000-0704211805-dwd---bin
	not found: raa01-ry_10000-0704211810-dwd---bin
	not found: raa01-ry_10000-0704211815-dwd---bin
	not found: raa01-ry_10000-0704211820-dwd---bin
	not found: raa01-ry_10000-0704211825-dwd---bin
	not found: raa01-ry_10000-0704211830-dwd---bin
	not found: raa01-ry_10000-0704211835-dwd---bin
	not found: raa01-ry_10000-0704211840-dwd---bin
	not found: raa01-ry_10000-0704211845-dwd---bin
	not found: raa01-ry_10000-0704211850-dwd---bin
	not found: raa01-ry_10000-0704211855-dwd---bin
	not found: raa01-ry_10000-0704211900-dwd---bin
	not found: raa01-ry_10000-0704211905-dwd---bin
	not found: raa01-ry_10000-0704211910-dwd---bin
	not found: raa01-ry_10000-0704211915-dwd---bin
	not found: raa01-ry_10000-0704211920-dwd---bin
	not found: raa01-ry_10000-0704211925-dwd---bin
	not found: raa01-ry_10000-0704211930-dwd---bin
	not found: raa01-ry_10000-0704211935-dwd---bin
	not found: raa01-ry_10000-0704211940-dwd---bin
	not found: raa01-ry_10000-0704211945-dwd---bin
	not found: raa01-ry_10000-0704211950-dwd---bin
	not found: raa01-ry_10000-0704211955-dwd---bin
	not found: raa01-ry_10000-0704212000-dwd---bin
	not found: raa01-ry_10000-0704212005-dwd---bin
	not found: raa01-ry_10000-0704212010-dwd---bin
	not found: raa01-ry_10000-0704212015-dwd---bin
	not found: raa01-ry_10000-0704212020-dwd---bin
	not found: raa01-ry_10000-0704212025-dwd---bin
	not found: raa01-ry_10000-0704212030-dwd---bin
	not found: raa01-ry_10000-0704212035-dwd---bin
	not found: raa01-ry_10000-0704212040-dwd---bin
	not found: raa01-ry_10000-0704212045-dwd---bin
	not found: raa01-ry_10000-0704212050-dwd---bin
	not found: raa01-ry_10000-0704212055-dwd---bin
	not found: raa01-ry_10000-0704212100-dwd---bin
	not found: raa01-ry_10000-0704212105-dwd---bin
	not found: raa01-ry_10000-0704212110-dwd---bin
	not found: raa01-ry_10000-0704212115-dwd---bin
	not found: raa01-ry_10000-0704212120-dwd---bin
	not found: raa01-ry_10000-0704212125-dwd---bin
	not found: raa01-ry_10000-0704212130-dwd---bin
	not found: raa01-ry_10000-0704212135-dwd---bin
	not found: raa01-ry_10000-0704212140-dwd---bin
	not found: raa01-ry_10000-0704212145-dwd---bin
	not found: raa01-ry_10000-0704212150-dwd---bin
	not found: raa01-ry_10000-0704212155-dwd---bin
	not found: raa01-ry_10000-0704212200-dwd---bin
	not found: raa01-ry_10000-0704212205-dwd---bin
	not found: raa01-ry_10000-0704212210-dwd---bin
	not found: raa01-ry_10000-0704212215-dwd---bin
	not found: raa01-ry_10000-0704212220-dwd---bin
	not found: raa01-ry_10000-0704212225-dwd---bin
	not found: raa01-ry_10000-0704212230-dwd---bin
	not found: raa01-ry_10000-0704212235-dwd---bin
	not found: raa01-ry_10000-0704212240-dwd---bin
	not found: raa01-ry_10000-0704212245-dwd---bin
	not found: raa01-ry_10000-0704212250-dwd---bin
	not found: raa01-ry_10000-0704212255-dwd---bin
	not found: raa01-ry_10000-0704212300-dwd---bin
	not found: raa01-ry_10000-0704212305-dwd---bin
	not found: raa01-ry_10000-0704212310-dwd---bin
	not found: raa01-ry_10000-0704212315-dwd---bin
	not found: raa01-ry_10000-0704212320-dwd---bin
	not found: raa01-ry_10000-0704212325-dwd---bin
	not found: raa01-ry_10000-0704212330-dwd---bin
	not found: raa01-ry_10000-0704212335-dwd---bin
	not found: raa01-ry_10000-0704212340-dwd---bin
	not found: raa01-ry_10000-0704212345-dwd---bin
	not found: raa01-ry_10000-0704212350-dwd---bin
	not found: raa01-ry_10000-0704212355-dwd---bin
2007/04/22
	not found: raa01-ry_10000-0704220000-dwd---bin
	not found: raa01-ry_10000-0704220005-dwd---bin
	not found: raa01-ry_10000-0704220010-dwd---bin
	not found: raa01-ry_10000-0704220015-dwd---bin
	not found: raa01-ry_10000-0704220020-dwd---bin
	not found: raa01-ry_10000-0704220025-dwd---bin
	not found: raa01-ry_10000-0704220030-dwd---bin
	not found: raa01-ry_10000-0704220035-dwd---bin
	not found: raa01-ry_10000-0704220040-dwd---bin
	not found: raa01-ry_10000-0704220045-dwd---bin
	not found: raa01-ry_10000-0704220050-dwd---bin
	not found: raa01-ry_10000-0704220055-dwd---bin
	not found: raa01-ry_10000-0704220100-dwd---bin
	not found: raa01-ry_10000-0704220105-dwd---bin
	not found: raa01-ry_10000-0704220110-dwd---bin
	not found: raa01-ry_10000-0704220115-dwd---bin
	not found: raa01-ry_10000-0704220120-dwd---bin
	not found: raa01-ry_10000-0704220125-dwd---bin
	not found: raa01-ry_10000-0704220130-dwd---bin
	not found: raa01-ry_10000-0704220135-dwd---bin
	not found: raa01-ry_10000-0704220140-dwd---bin
	not found: raa01-ry_10000-0704220145-dwd---bin
	not found: raa01-ry_10000-0704220150-dwd---bin
	not found: raa01-ry_10000-0704220155-dwd---bin
	not found: raa01-ry_10000-0704220200-dwd---bin
	not found: raa01-ry_10000-0704220205-dwd---bin
	not found: raa01-ry_10000-0704220210-dwd---bin
	not found: raa01-ry_10000-0704220215-dwd---bin
	not found: raa01-ry_10000-0704220220-dwd---bin
	not found: raa01-ry_10000-0704220225-dwd---bin
	not found: raa01-ry_10000-0704220230-dwd---bin
	not found: raa01-ry_10000-0704220235-dwd---bin
	not found: raa01-ry_10000-0704220240-dwd---bin
	not found: raa01-ry_10000-0704220245-dwd---bin
	not found: raa01-ry_10000-0704220250-dwd---bin
	not found: raa01-ry_10000-0704220255-dwd---bin
	not found: raa01-ry_10000-0704220300-dwd---bin
	not found: raa01-ry_10000-0704220305-dwd---bin
	not found: raa01-ry_10000-0704220310-dwd---bin
	not found: raa01-ry_10000-0704220315-dwd---bin
	not found: raa01-ry_10000-0704220320-dwd---bin
	not found: raa01-ry_10000-0704220325-dwd---bin
	not found: raa01-ry_10000-0704220330-dwd---bin
	not found: raa01-ry_10000-0704220335-dwd---bin
	not found: raa01-ry_10000-0704220340-dwd---bin
	not found: raa01-ry_10000-0704220345-dwd---bin
	not found: raa01-ry_10000-0704220350-dwd---bin
	not found: raa01-ry_10000-0704220355-dwd---bin
	not found: raa01-ry_10000-0704220400-dwd---bin
	not found: raa01-ry_10000-0704220405-dwd---bin
	not found: raa01-ry_10000-0704220410-dwd---bin
	not found: raa01-ry_10000-0704220415-dwd---bin
	not found: raa01-ry_10000-0704220420-dwd---bin
	not found: raa01-ry_10000-0704220425-dwd---bin
	not found: raa01-ry_10000-0704220430-dwd---bin
	not found: raa01-ry_10000-0704220435-dwd---bin
	not found: raa01-ry_10000-0704220440-dwd---bin
	not found: raa01-ry_10000-0704220445-dwd---bin
	not found: raa01-ry_10000-0704220450-dwd---bin
	not found: raa01-ry_10000-0704220455-dwd---bin
	not found: raa01-ry_10000-0704220500-dwd---bin
	not found: raa01-ry_10000-0704220505-dwd---bin
	not found: raa01-ry_10000-0704220510-dwd---bin
	not found: raa01-ry_10000-0704220515-dwd---bin
	not found: raa01-ry_10000-0704220520-dwd---bin
	not found: raa01-ry_10000-0704220525-dwd---bin
	not found: raa01-ry_10000-0704220530-dwd---bin
	not found: raa01-ry_10000-0704220535-dwd---bin
	not found: raa01-ry_10000-0704220540-dwd---bin
	not found: raa01-ry_10000-0704220545-dwd---bin
	not found: raa01-ry_10000-0704220550-dwd---bin
	not found: raa01-ry_10000-0704220555-dwd---bin
	not found: raa01-ry_10000-0704220600-dwd---bin
	not found: raa01-ry_10000-0704220605-dwd---bin
	not found: raa01-ry_10000-0704220610-dwd---bin
	not found: raa01-ry_10000-0704220615-dwd---bin
	not found: raa01-ry_10000-0704220620-dwd---bin
	not found: raa01-ry_10000-0704220625-dwd---bin
	not found: raa01-ry_10000-0704220630-dwd---bin
	not found: raa01-ry_10000-0704220635-dwd---bin
	not found: raa01-ry_10000-0704220640-dwd---bin
	not found: raa01-ry_10000-0704220645-dwd---bin
	not found: raa01-ry_10000-0704220650-dwd---bin
	not found: raa01-ry_10000-0704220655-dwd---bin
2007/04/23
2007/04/24
2007/04/25
2007/04/26
2007/04/27
	not found: raa01-ry_10000-0704271010-dwd---bin
	not found: raa01-ry_10000-0704271015-dwd---bin
	not found: raa01-ry_10000-0704271020-dwd---bin
	not found: raa01-ry_10000-0704271025-dwd---bin
	not found: raa01-ry_10000-0704271030-dwd---bin
	not found: raa01-ry_10000-0704271035-dwd---bin
	not found: raa01-ry_10000-0704271040-dwd---bin
	not found: raa01-ry_10000-0704271045-dwd---bin
	not found: raa01-ry_10000-0704271050-dwd---bin
	not found: raa01-ry_10000-0704271055-dwd---bin
	not found: raa01-ry_10000-0704271100-dwd---bin
	not found: raa01-ry_10000-0704271105-dwd---bin
	not found: raa01-ry_10000-0704271110-dwd---bin
	not found: raa01-ry_10000-0704271115-dwd---bin
	not found: raa01-ry_10000-0704271120-dwd---bin
	not found: raa01-ry_10000-0704271125-dwd---bin
	not found: raa01-ry_10000-0704271130-dwd---bin
	not found: raa01-ry_10000-0704271135-dwd---bin
	not found: raa01-ry_10000-0704271140-dwd---bin
	not found: raa01-ry_10000-0704271145-dwd---bin
	not found: raa01-ry_10000-0704271150-dwd---bin
	not found: raa01-ry_10000-0704271155-dwd---bin
	not found: raa01-ry_10000-0704271200-dwd---bin
	not found: raa01-ry_10000-0704271205-dwd---bin
	not found: raa01-ry_10000-0704271210-dwd---bin
	not found: raa01-ry_10000-0704271215-dwd---bin
	not found: raa01-ry_10000-0704271220-dwd---bin
	not found: raa01-ry_10000-0704271225-dwd---bin
	not found: raa01-ry_10000-0704271230-dwd---bin
	not found: raa01-ry_10000-0704271235-dwd---bin
	not found: raa01-ry_10000-0704271240-dwd---bin
	not found: raa01-ry_10000-0704271245-dwd---bin
	not found: raa01-ry_10000-0704271250-dwd---bin
	not found: raa01-ry_10000-0704271255-dwd---bin
	not found: raa01-ry_10000-0704271300-dwd---bin
	not found: raa01-ry_10000-0704271305-dwd---bin
	not found: raa01-ry_10000-0704271310-dwd---bin
	not found: raa01-ry_10000-0704271315-dwd---bin
	not found: raa01-ry_10000-0704271320-dwd---bin
	not found: raa01-ry_10000-0704271325-dwd---bin
	not found: raa01-ry_10000-0704271330-dwd---bin
	not found: raa01-ry_10000-0704271335-dwd---bin
	not found: raa01-ry_10000-0704271340-dwd---bin
	not found: raa01-ry_10000-0704271345-dwd---bin
	not found: raa01-ry_10000-0704271350-dwd---bin
	not found: raa01-ry_10000-0704271355-dwd---bin
	not found: raa01-ry_10000-0704271400-dwd---bin
	not found: raa01-ry_10000-0704271405-dwd---bin
	not found: raa01-ry_10000-0704271410-dwd---bin
	not found: raa01-ry_10000-0704271415-dwd---bin
	not found: raa01-ry_10000-0704271420-dwd---bin
	not found: raa01-ry_10000-0704271425-dwd---bin
	not found: raa01-ry_10000-0704271430-dwd---bin
	not found: raa01-ry_10000-0704271435-dwd---bin
	not found: raa01-ry_10000-0704271440-dwd---bin
	not found: raa01-ry_10000-0704271445-dwd---bin
	not found: raa01-ry_10000-0704271450-dwd---bin
	not found: raa01-ry_10000-0704271455-dwd---bin
	not found: raa01-ry_10000-0704271500-dwd---bin
	not found: raa01-ry_10000-0704271505-dwd---bin
	not found: raa01-ry_10000-0704271510-dwd---bin
	not found: raa01-ry_10000-0704271515-dwd---bin
	not found: raa01-ry_10000-0704271520-dwd---bin
	not found: raa01-ry_10000-0704271525-dwd---bin
	not found: raa01-ry_10000-0704271530-dwd---bin
	not found: raa01-ry_10000-0704271535-dwd---bin
	not found: raa01-ry_10000-0704271540-dwd---bin
	not found: raa01-ry_10000-0704271545-dwd---bin
	not found: raa01-ry_10000-0704271550-dwd---bin
	not found: raa01-ry_10000-0704271555-dwd---bin
	not found: raa01-ry_10000-0704271600-dwd---bin
	not found: raa01-ry_10000-0704271605-dwd---bin
	not found: raa01-ry_10000-0704271610-dwd---bin
	not found: raa01-ry_10000-0704271615-dwd---bin
	not found: raa01-ry_10000-0704271620-dwd---bin
	not found: raa01-ry_10000-0704271625-dwd---bin
	not found: raa01-ry_10000-0704271630-dwd---bin
	not found: raa01-ry_10000-0704271635-dwd---bin
	not found: raa01-ry_10000-0704271640-dwd---bin
	not found: raa01-ry_10000-0704271645-dwd---bin
	not found: raa01-ry_10000-0704271650-dwd---bin
	not found: raa01-ry_10000-0704271655-dwd---bin
	not found: raa01-ry_10000-0704271700-dwd---bin
	not found: raa01-ry_10000-0704271705-dwd---bin
	not found: raa01-ry_10000-0704271710-dwd---bin
	not found: raa01-ry_10000-0704271715-dwd---bin
	not found: raa01-ry_10000-0704271720-dwd---bin
	not found: raa01-ry_10000-0704271725-dwd---bin
	not found: raa01-ry_10000-0704271730-dwd---bin
	not found: raa01-ry_10000-0704271735-dwd---bin
	not found: raa01-ry_10000-0704271740-dwd---bin
	not found: raa01-ry_10000-0704271745-dwd---bin
	not found: raa01-ry_10000-0704271750-dwd---bin
	not found: raa01-ry_10000-0704271755-dwd---bin
2007/04/28
2007/04/29
2007/04/30
2007/05/01
2007/05/02
2007/05/03
2007/05/04
2007/05/05
2007/05/06
2007/05/07
2007/05/08
2007/05/09
2007/05/10
2007/05/11
2007/05/12
2007/05/13
2007/05/14
2007/05/15
2007/05/16
2007/05/17
2007/05/18
2007/05/19
2007/05/20
2007/05/21
2007/05/22
2007/05/23
2007/05/24
	not found: raa01-ry_10000-0705240915-dwd---bin
2007/05/25
2007/05/26
2007/05/27
2007/05/28
2007/05/29
2007/05/30
2007/05/31
2007/06/01
2007/06/02
2007/06/03
2007/06/04
2007/06/05
2007/06/06
2007/06/07
2007/06/08
2007/06/09
2007/06/10
2007/06/11
2007/06/12
2007/06/13
2007/06/14
2007/06/15
2007/06/16
2007/06/17
2007/06/18
2007/06/19
2007/06/20
2007/06/21
2007/06/22
2007/06/23
2007/06/24
2007/06/25
	not found: raa01-ry_10000-0706250615-dwd---bin
	not found: raa01-ry_10000-0706250620-dwd---bin
	not found: raa01-ry_10000-0706250625-dwd---bin
2007/06/26
2007/06/27
	not found: raa01-ry_10000-0706271050-dwd---bin
	not found: raa01-ry_10000-0706271055-dwd---bin
	not found: raa01-ry_10000-0706271200-dwd---bin
	not found: raa01-ry_10000-0706271205-dwd---bin
	not found: raa01-ry_10000-0706271210-dwd---bin
2007/06/28
2007/06/29
2007/06/30
2007/07/01
2007/07/02
2007/07/03
2007/07/04
2007/07/05
2007/07/06
2007/07/07
	not found: raa01-ry_10000-0707070505-dwd---bin
	not found: raa01-ry_10000-0707070515-dwd---bin
	not found: raa01-ry_10000-0707070520-dwd---bin
	not found: raa01-ry_10000-0707070525-dwd---bin
	not found: raa01-ry_10000-0707070555-dwd---bin
	not found: raa01-ry_10000-0707070600-dwd---bin
	not found: raa01-ry_10000-0707070605-dwd---bin
	not found: raa01-ry_10000-0707070610-dwd---bin
	not found: raa01-ry_10000-0707070615-dwd---bin
	not found: raa01-ry_10000-0707070620-dwd---bin
	not found: raa01-ry_10000-0707070625-dwd---bin
	not found: raa01-ry_10000-0707070700-dwd---bin
	not found: raa01-ry_10000-0707070705-dwd---bin
	not found: raa01-ry_10000-0707070710-dwd---bin
	not found: raa01-ry_10000-0707070715-dwd---bin
	not found: raa01-ry_10000-0707070720-dwd---bin
	not found: raa01-ry_10000-0707070725-dwd---bin
	not found: raa01-ry_10000-0707070750-dwd---bin
	not found: raa01-ry_10000-0707070755-dwd---bin
	not found: raa01-ry_10000-0707070800-dwd---bin
	not found: raa01-ry_10000-0707070805-dwd---bin
	not found: raa01-ry_10000-0707070810-dwd---bin
	not found: raa01-ry_10000-0707070815-dwd---bin
	not found: raa01-ry_10000-0707070820-dwd---bin
	not found: raa01-ry_10000-0707070825-dwd---bin
	not found: raa01-ry_10000-0707070840-dwd---bin
	not found: raa01-ry_10000-0707070845-dwd---bin
	not found: raa01-ry_10000-0707070850-dwd---bin
	not found: raa01-ry_10000-0707070855-dwd---bin
	not found: raa01-ry_10000-0707070900-dwd---bin
	not found: raa01-ry_10000-0707070905-dwd---bin
	not found: raa01-ry_10000-0707070910-dwd---bin
	not found: raa01-ry_10000-0707070920-dwd---bin
	not found: raa01-ry_10000-0707070925-dwd---bin
	not found: raa01-ry_10000-0707070950-dwd---bin
	not found: raa01-ry_10000-0707070955-dwd---bin
	not found: raa01-ry_10000-0707071000-dwd---bin
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2007/08/05










    






---------------------------------------------------------------------------
KeyboardInterrupt                         Traceback (most recent call last)
<ipython-input-5-b7b09720c04f> in <module>()
     23             rypath = os.path.join(tmpdir, ryfile)
     24             try:
---> 25                 data[i] = wradlib.io.read_radolan_composite(rypath, missing=np.nan)[0]
     26                 os.remove(rypath)
     27             except FileNotFoundError:

E:\src\git\heistermann\wradlib\wradlib\io\radolan.py in read_radolan_composite(f, missing, loaddata)
    714         # evaluate bits 13, 14, 15 and 16
    715         attrs['secondary'] = np.where(arr & 0x1000)[0]
--> 716         nodata = np.where(arr & 0x2000)[0]
    717         negative = np.where(arr & 0x4000)[0]
    718         attrs['cluttermask'] = np.where(arr & 0x8000)[0]

KeyboardInterrupt:

Content source: heistermann/ontrack

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