o Míhˆã@sxddlZddlZddlZddlZddlZddl m Z ddl m Z ddl mZddlmZmZmZmZGdd„deƒZdS)éN)ÚPath)Úproduct)Úgenerate_grids)Ú get_dir_pathÚ exec_shellÚcheckerÚ get_sizesc@s8eZdZdd„Zdd„Zdd„Zdd„Zed d „ƒZd S) ÚdrivercKsÒ| dd¡|_| dd¡|_| dd¡|_| dd¡|_| dd¡|_| dd¡|_| d d¡|_| d d¡|_| d d¡|_ | d d¡|_ | d d¡|_ | dd¡|_ t  tt|jƒƒd¡|_|j d¡dS)a” Initiates driver class. Parameters ---------- **kwargs : Multiple arguments Output resolution Input resolution Input filenames Input grid filename Input directory Output directory Input mapping file Options: Add single dim Apply multiprocessing ÚresNÚiresÚfileÚinfileÚgridÚindÚÚoutÚmapfileZsdimÚmpÚxdimÚlonÚydimÚlatz /log.ggenz === driver init done ===)ÚgetÚ_resÚ_iresÚ_fileZ_infileÚ_gridÚ_indirÚ_outdirÚ_mfÚ_sdimÚ_mprrÚloggingÚ getLoggerÚstrrÚloggerÚinfo)ÚselfÚkwargs©r)úX/global/cfs/cdirs/e3sm/www/hass877/share/emis_processing/FlexEmis/src/ggen/driver_mod.pyÚ__init__szdriver.__init__c Csút|j|j|j|jd}|j|_|j}t|ƒ}| ¡}t |jƒ}|D]R}g}t ||ƒD]:\}} |j dkrF|  |t |ƒt | ƒ|¡} | S|j d¡tj|j |t |ƒt | ƒ|gd} |  ¡| | ¡q+|j dkrt|D]} |  ¡qmq"|j d¡dS)z¡ Generate remapped files. Has option to apply multiprocessing. Depends on gen_weights & apply_weights methods. ©rrrrNz Applied multiprocessing.)ÚtargetÚargsz === gen_remapped_files done ===)rrrrrrr rÚ gen_weightsrrr!Ú apply_weightsr$r%r&rÚProcessÚstartÚappendÚjoin) r'Ú gen_gridsZ file_listZlist_of_filelistZmap_listÚdir_pathÚfilelistÚ processesrr ÚfnameÚpÚprocessr)r)r*Úgen_remapped_files1s*         €zdriver.gen_remapped_filesc CsÐg}|jdkrE|j d¡tt|jƒƒ ¡s6t|jƒ}||j}tt|ƒƒ|j dt|ƒ¡|  |¡nªt|jƒ}t|ƒ|  |¡n›|  ¡\}}|D]’}|D]}|j d|¡|j d|¡t|ƒ  d¡d  d¡d }t|ƒ  d¡d  d¡d } d } t|j ƒ}|td |d| d ƒ}t|ƒ ¡sÍt d | ›d|›d|›d|›ƒ} | d krÁ|j d|d| dt|ƒ¡n|j d¡|  |¡qQ|j dt|ƒd¡|  |¡qQqM|j d¡|S)z‹ Generates weights/mapping files. Returns ------- maps : List List of mapping files. Nz2 Specifying map file suppresses weight generation.zUsing weights from z Input SCRIP:z Output SCRIP:ú/éÿÿÿÿÚ_rZ fv2fv_flxÚmap_ú.nczncremap --alg_typ=z --src_grd=z --dst_grd=z --map=z Generated map_z.nc mapping file in z, ERROR: Weights were not generated properly!Ú z already exists! Using it.z === gen_weights done ===)rr%r&rr$Úis_filerrrr3Ú gen_scripsÚsplitrr) r'Úmapsr6r9Úlist_inÚlist_outZin_scripZ out_scripZinsZoutsÚalgoÚrcr)r)r*r/UsB            &   ï zdriver.gen_weightscCs¤t|j|j|j|jd}|j|_|j|_|  ¡}t t   |¡  ¡ƒ}t|j|j|j|jd}|jdkr7|j|_n|j|_| ¡}t t   |¡  ¡ƒ}|j d¡||fS)zÖ Generates input and out SCRIP files. Returns ------- list_in : List List of input SCRIP files. list_out : List List of Output SCRIP files. r,Nz === gen_scrips done ===)rrrrrrr rr Z get_inp_scripÚlistÚpdÚSeriesÚuniquerrrr Z get_out_scripr%r&)r'r5rGrHr)r)r*rD‡s   zdriver.gen_scripsc Csr| d¡d d¡d}|t| d¡d d¡dd|ƒ}|j d|d |¡t|ƒ ¡sUtd |›d |›d |›ƒ}|dkrN|j d t|ƒ¡n|j d ¡n |j dt|ƒd¡|jdkr±|j d¡t  dg¡}t   t|ƒ¡}|j ddd} | j d|fd} | djdd d¡| d<| djdd d¡| d<|  ¡jt|ƒ dd¡dd|j d¡|S)a Applies weights on the input files. Parameters ---------- mapfile : NetCDF file Weights/Mapping files. file : NetCDF file Input files. dir_path : Directory Path to output directory. r=r>r@érArr?z Applying z on zncremap --map=ú z Generated remapped file z* ERROR: Remapped files were not generated!rBz already exists.Nz Adding a singleton dim: lev.gjø@Úlev)Úaxis)rQZ lat_verticesZ lon_verticesz_lev.ncÚ NETCDF3_64BIT)Úformatz === apply_weights done ===)rEr$r%r&rrCrr ÚnpÚarrayÚxrÚ open_datasetÚ expand_dimsÚ assign_coordsÚiselÚdropÚloadÚ to_netcdfÚreplace) r'rr r6Z out_map_tagr9rJrQÚdataZdata1Zdata2r)r)r*r0ªs((     zdriver.apply_weightsN) Ú__name__Ú __module__Ú __qualname__r+r<r/rDÚ staticmethodr0r)r)r)r*r s#$2#r )r"ÚmultiprocessingrÚpandasrLÚnumpyrUÚxarrayrWÚpathlibrÚ itertoolsrZsrc.ggen.ggridsrZsrc.ggen.utilsrrrrÚobjectr r)r)r)r*Ús