ó
W$6Uc           @   sÍ   d  Z  d d l Z d d l j Z d d l j Z d d l	 Z	 d d l
 Z
 d d l Z d „  Z d „  Z d „  Z d „  Z d „  Z d „  Z d	 „  Z d
 „  Z d „  Z d „  Z d „  Z d „  Z d „  Z d S(   t   iviÿÿÿÿNc         C   sE   g  t  j t  j d d d |  d | t j d d ƒ ƒD] } | ^ q5 S(   Nt   intervali   t   dtstartt   untilt   hoursi   (   t   rrt   rrulet   HOURLYt   dtt	   timedelta(   t
   start_datet   end_datet   date(    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_hourly_dates_in_range   s    c      	   C   s5   g  t  j t  j d d d |  d | ƒD] } | ^ q% S(   NR   i   R   R   (   R   R   t   DAILY(   R
   R   R   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_dayly_dates_in_range   s    c      
   C   s¢   t  |  ƒ } g  } x‰ | D] } t d „  t j | ƒ ƒ } | t  | ƒ d k r | j t d t j j | ƒ d d t t	 |  ƒ j
 t	 | ƒ ƒ ƒ ƒ ƒ q q W| S(   Nc         S   s   |  j  d ƒ S(   Ns   .png(   t   endswith(   t   x(    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   <lambda>   s    i    t   station_namei   t   missing_plots(   t   lent   filtert   ost   listdirt   appendt   dictt   patht   splitt   listt   sett
   difference(   t   required_png_filest   station_dirst   total_required_png_filest   missing_infot   station_dirt   existing_png_files(    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_stations_missing_plots   s    ",c         C   s`   d } g  } xM | D]E } x< | D]4 } | j  | j d |  d | d | j d ƒ ƒ ƒ q  Wq W| S(   Ns   TI_{station}_{height}_{date}t   stationt   heightR   s   %Y%m%d(   R   t   formatt   strftime(   R'   t   heightst   dates_in_ranget   patternt   required_filesR(   R   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_required_data_files_list!   s    6c         C   s¦   xŸ |  D]— } t  d „  t j | ƒ ƒ } t t g  | D] } | j d ƒ d ^ q5 ƒ ƒ } t t j j | ƒ d j ƒ  | | ƒ } t t | ƒ j	 t | ƒ ƒ ƒ SWd  S(   Nc         S   s
   d |  k S(   Nt   .(    (   R   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyR   /   s    t   _i   i   (
   R   R   R   R   R   R   R/   R   t   stripR   (   R!   R,   R$   t   existing_filest   hR+   R.   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_stations_missing_data*   s
    2(c         C   s/   g  t  j t  j d | d |  ƒD] } | ^ q S(   NR   R   (   R   R   t   YEARLY(   R   R
   R   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_years_list_in_date_range6   s    c         C   s¡   t  j j |  | ƒ } t  j j | ƒ sE d j d | ƒ GHt j ƒ  n  g  t  j | ƒ D]H } t  j j t  j j | | ƒ ƒ rU d | k rU t  j j | | ƒ ^ qU S(   Ns$   Directory {year_root_dir} not found.t   year_root_dirR0   (	   R   R   t   joint   existsR)   t   syst   exitR   t   isdir(   t   root_dirt   year_strR8   R$   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_year_stations:   s    c         C   s·   t  | | ƒ \ } } |  d } t | | ƒ } i  } x| | D]t } | j d ƒ }	 t | |	 ƒ }
 t | | ƒ } g  | D]! } d j d | j d ƒ ƒ ^ qu } t | |
 ƒ | |	 <q; W| S(   Nt   plots_root_dirs   %Ys
   {date}.pngR   s   %Y%m%d%H(   t   get_target_periodR7   R*   R@   R   R)   R&   (   t   configurationt   startt   endR
   R   RA   t   years_in_rangeR   t   yearR?   R!   R,   R   R    (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_period_missing_plotsC   s    
.c         C   s   t  j |  ƒ t  j | ƒ f S(   N(   t   dupt   parse(   RD   RE   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyRB   V   s    c         C   s‰   t  | | ƒ \ } } |  d } t | | ƒ } i  } xN | D]F } | j d ƒ }	 t | |	 ƒ }
 t | | ƒ } t |
 | ƒ | |	 <q; W| S(   Nt   data_root_dirs   %Y(   RB   R7   R*   R@   R   R5   (   RC   RD   RE   R
   R   RK   RF   t   missing_dataRG   R?   R!   R,   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   get_period_missing_dataZ   s    
c         C   s  | d j  ƒ  j d d j d | d | ƒ ƒ } | GHd | k rê t | d ƒ } | j d j d	 d
 d ƒ ƒ xp |  j ƒ  D]b \ } } | } | }	 xG |	 D]? }
 |
 d } d j |
 d ƒ }  | j d j | | |  ƒ ƒ q– Wqw W| j ƒ  n! d | k rt | |  ƒ n d GHd  S(   Nt   missing_png_output_fileR0   s   _{start}_{end}.RD   RE   s   .txtt   ws   {0:<8} {1:<16} {2:<14}
RG   R'   t   missingR   s   , R   s   .jsons   Unknown file format received(	   R2   t   replaceR)   t   opent   writet	   iteritemsR9   t   closet   export_to_json(   t   dataRC   RD   RE   t   output_filet   ft   mp_keyt   mp_valueRG   t   station_listR'   R   (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   export_missing_plots_resultsl   s     .
$c   	      C   sÞ   | d j  ƒ  j d d j d | d | ƒ ƒ } | GHd | k r¹ t | d ƒ } | j d j d	 d
 ƒ ƒ xB |  j ƒ  D]4 \ } } d j | ƒ } | j d j | | ƒ ƒ qt W| j ƒ  n! d | k rÕ t | |  ƒ n d GHd  S(   Nt   missing_data_output_fileR0   s   _{start}_{end}.RD   RE   s   .txtRO   s   {0:<8} {1:<14}
RG   RP   s   , s   .jsons   Unknown file format received(	   R2   RQ   R)   RR   RS   RT   R9   RU   RV   (	   RW   RC   RD   RE   RX   RY   RZ   R[   t   s(    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   export_missing_data_results€   s    .c         C   s,   t  |  d ƒ  } t j | | ƒ Wd  QXd  S(   NRO   (   RR   t   jsont   dump(   RX   RW   t   fo(    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyRV      s    (   t
   __author__t   datetimeR   t   dateutil.parsert   parserRI   t   dateutil.rruleR   R   Ra   R   R;   R   R   R&   R/   R5   R7   R@   RH   RB   RM   R]   R`   RV   (    (    (    s4   /viper/nadir/traj/datachecker/checker/datachecker.pyt   <module>   s&   														