In [1]:

    

from iuvs import io
from iuvs import io, scaling, plotting


    

In [3]:

    

df = pd.DataFrame(io.l1b_filenames('APP1*mode14', iterator=False), columns=['fname'])


    

In [4]:

    

df['mode'] = df.fname.map(lambda x: io.Filename(x).mode)


    

In [5]:

    

df['mode'].value_counts()


    

    
Out[5]:





mode1444    14
mode1442    14
mode1443    14
mode1441    14
dtype: int64

In [6]:

    

df.head()


    

    
Out[6]:






  

    

      

      
fname
      
mode
    
  
  

    

      
0
      
/maven_iuvs/stage/products/level1b/mvn_iuv_l1b...
      
mode1441
    
    

      
1
      
/maven_iuvs/stage/products/level1b/mvn_iuv_l1b...
      
mode1441
    
    

      
2
      
/maven_iuvs/stage/products/level1b/mvn_iuv_l1b...
      
mode1443
    
    

      
3
      
/maven_iuvs/stage/products/level1b/mvn_iuv_l1b...
      
mode1442
    
    

      
4
      
/maven_iuvs/stage/products/level1b/mvn_iuv_l1b...
      
mode1442
    
  

In [7]:

    

def calc_4_to_3(width):
    height = width * 3 / 4
    return (width, height)


    

In [8]:

    

plt.style.use('bmh')
plt.rcParams['figure.figsize']= calc_4_to_3(9)
plt.rcParams['image.aspect'] = 'auto'
plt.rcParams['image.interpolation'] = 'none'
plt.rcParams['lines.linewidth'] = 1
plt.ioff()


    

In [9]:

    

def process_fname(fname):
    import os
    l1b = io.L1BReader(fname)
    fig = l1b.plot_raw_overview(-1, save_token='1', imglog=True, 
                                proflog=False, prof_plot_hist=True)
    scaling.do_all(l1b, -1, log=False)
    plt.close('all')
    return "{} done.".format(os.path.basename(fname))


    

In [10]:

    

from IPython.parallel import Client
c = Client()
dview = c.direct_view()
lbview = c.load_balanced_view()


    

In [11]:

    

%%px
def calc_4_to_3(width):
    height = width * 3 / 4
    return (width, height)
from iuvs import io, scaling, plotting
import matplotlib.pyplot as plt
%matplotlib inline
plt.style.use('bmh')
plt.rcParams['figure.figsize']= calc_4_to_3(9)
plt.rcParams['image.aspect'] = 'auto'
plt.rcParams['image.interpolation'] = 'none'
plt.rcParams['lines.linewidth'] = 1
plt.ioff()


    

In [12]:

    

ret = lbview.map_async(process_fname, df.fname)


    

In [16]:

    

for res in ret:
    print(res)


    

    




mvn_iuv_l1b_APP1-orbit00087-mode1441-fuv_20141014T141802_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-muv_20141014T141914_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-muv_20141014T142730_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-muv_20141014T142258_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-fuv_20141014T142522_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-muv_20141014T142446_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-muv_20141014T141838_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-fuv_20141014T142654_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-fuv_20141014T142804_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-fuv_20141014T141726_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-muv_20141014T142758_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-fuv_20141014T142410_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-muv_20141014T142832_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-muv_20141014T141650_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-muv_20141014T142026_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-fuv_20141014T141950_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-fuv_20141014T142826_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-muv_20141014T142722_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-muv_20141014T142334_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-fuv_20141014T142716_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-fuv_20141014T142708_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-fuv_20141014T142222_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-muv_20141014T142812_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-fuv_20141014T142146_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-fuv_20141014T142750_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-muv_20141014T142702_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-fuv_20141014T142648_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-fuv_20141014T142818_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-muv_20141014T142410_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-fuv_20141014T142758_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-muv_20141014T141726_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-muv_20141014T142654_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-muv_20141014T142804_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-fuv_20141014T141838_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-fuv_20141014T142446_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-fuv_20141014T142258_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-muv_20141014T142522_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-fuv_20141014T142730_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-fuv_20141014T141914_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-muv_20141014T141802_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-muv_20141014T142648_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-muv_20141014T142818_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-fuv_20141014T142702_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-muv_20141014T142146_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-muv_20141014T142750_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-fuv_20141014T142812_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-muv_20141014T142222_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-muv_20141014T142708_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-muv_20141014T142716_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1442-fuv_20141014T142334_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1443-fuv_20141014T142722_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-muv_20141014T142826_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-muv_20141014T141950_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-fuv_20141014T142026_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1441-fuv_20141014T141650_v01_r01.fits.gz done.
mvn_iuv_l1b_APP1-orbit00087-mode1444-fuv_20141014T142832_v01_r01.fits.gz done.

In [14]:

    

from iuvs.multitools import progress_display


    

In [15]:

    

progress_display(ret, df.fname, sleep=20)


    

In [ ]: