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Check for MET point_stat files Args: job_dict - dictionary containing settings job is running with (strings) Returns: pstat_files_exist - if point_stat files exist or not (boolean) FHR_STARTr]r^raZ VERIF_TYPEZ point_statrercVDATEZ point_stat_r_ZNESTZVAR_NAMEz _OBS_*0000L_VHOURz 0000V.statrTF)rXenvironrzfillrYr0rfr)rgrkZ FHR_START2rhZ pstat_fileriZpstat_files_existr r r check_pstat_filessD      rqcCsd}gd}tt|dkr|t|}|dD]W}|D]J}|d|d} | dkrmd} | | krm|dvr[|dd d d} |d|dd d d} n|d|dd d d} |d kru|| } n|d kr| dkrt|dkr|d} n|} n| dkr| d } n| dkr| d} n|} n|dkr|| } n|dkr|| } n|dkr|dd d d} t t|t| }| dkrt|dkr|d} n`|} n]| dkr| d } nS| dkr| d} nI|} nF|dkr|dd d d} |t j t| d}|| } n%|dkr;|dd d d} |t j t| d}|| } n||} |dvrW| d|d| d| d | }n| d|d| d | }| d7} | | ks:q"tj||}q|S)a! Creates a filled file path from a format Args: unfilled_file_format - file naming convention (string) valid_time_dt - valid time (datetime) init_time_dt - initialization time (datetime) forecast_hour - forecast hour (string) str_sub_dict - other strings to substitue (dictionary) Returns: filled_file_format - file_format filled in with verifying time information (string) /)lead lead_shiftvalid valid_shiftinit init_shiftcycler{z?fmt=r)rtrvrxzshift=rl}?rursz%1H z%2Hz%3Hrwryrtrxhoursrvz?shift=)rlistkeyssplitcount partition rpartitionstrftimer%rprdatetime timedeltarVrXrYr0)Zunfilled_file_formatZ valid_time_dtZ init_time_dtZ forecast_hourZ str_sub_dictZfilled_file_formatZformat_opt_listZfilled_file_format_chunkZ format_optZ nformat_optZformat_opt_countshiftZformat_opt_count_fmtZreplace_format_opt_countZforecast_hour_shiftZinit_shift_time_dtZvalid_shift_time_dtr r r format_fillers                 ercCs\tjtjddtjd<gd}i}|D]}tj|||<|dvr+tj|||<q|S)a ! 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Check precip observation input and output files in COMOUT and DATA Args: job_dict - job dictionary Returns: all_input_file_exist - if all expected input files exist (boolean) input_files_list - list of input files (strings) all_COMOUT_file_exist - if all expected output COMOUT files exist (boolean) COMOUT_files_list - list of output COMOUT files (strings) DATA_files_list - list of output DATA files (strings) rdvalid_hour_start%Y%m%d%Hr assemble_datajob_name)Z24hrCCPAZ03hrCCPAZ01hrCCPAaccumccpa_file_accumrr]dataccpaz ccpa.accumrlzhr.vrgenerate_statsobsrrbrc%Y%m%drr^Zpcp_combine_ccpa_accumZhr_valid.ncmrmsareaZ_MultiSensor_QPE_zH_Pass2_00.00_-z%H%M%Sz.grib2TFcs|]}|dkVqdSTNr rrr r r r4z6precip_check_obs_input_output_files..rcsrrr rr r r r4r) rstrptimer%rXrYr0rprrrr\rr)rg valid_date_dtinput_files_listZ nccpa_filesnZ nccpa_fileinput_files_exist_list input_fileall_input_file_existCOMOUT_files_listDATA_files_list file_nameCOMOUT_files_exist_list COMOUT_fileall_COMOUT_file_existr r r #precip_check_obs_input_output_filess                             rc CsZtj|d|dd}|tjt|dd}g}|ddkr|dd krh|dtt|dt|d fD]-}|tj|d d |d |d d|ddd|ddd| dq9n|ddkrt|d t|d}d}||krtj|d d |d |d d|ddd|ddtt|d|dt|d d}|||d7}||ksnI|ddkr |tj|d|dd|d|d |dd|d dd |d d|ddd|ddd|d dd g}|D]} t | r|d!q|d"qt d#d$|Dr7t |d%kr7d!} nd"} g} g} |ddkrd|d dd |d d|ddd|ddd|d dd } | tj|d|dd|d|d |d| | tj|d |dd|d|d |d| nS|ddkrd&|d'd|d d(d)|d*d+} | tj|d|dd|d|d |d| | tj|d |dd|d|d |d| g}| D]}t |r |d!q|d"qt d,d$|Dr$t |d%kr$d!}nd"}| ||| | fS)-a! Check precip model input and output files in COMOUT and DATA Args: job_dict - job dictionary Returns: all_input_file_exist - if all expected input files exist (boolean) input_files_list - list of input files (strings) all_COMOUT_file_exist - if all expected output COMOUT files exist (boolean) COMOUT_files_list - list of output COMOUT files (strings) DATA_files_list - list of output DATA files (strings) rdrr fcst_hourrrrpcp_combine_methodSUBTRACTrr]rrrcrrwfr~ZSUMZ input_accumrz.frrrbrr^ pcp_combine_r_hr_fhrrTFcsrrr rr r r r4Wrz8precip_check_model_input_output_files..r grid_stat_rrl0000L_ %Y%m%d_%H%M%SV.statcsrrr rr r r r4r rrrr%rrrXrYr0rpr\rr)rgr init_date_dtrrZ naccum_filesrZ naccum_filerrrrrrrrrr r r %precip_check_model_input_output_filess                                   rc Cs(tj|d|dd}g}|ddkr5|ddkr5|tj|dd dd |d d d |dg}|D]}t|rE|dq9|dq9tdd|Dr]t|dkr]d}nd}g}g}g}|D]} t| rs|dqg|dqgtdd|Drt|dkrd} nd} ||| ||fS)a ! Check snowfall observation input and output files in COMOUT and DATA Args: job_dict - job dictionary Returns: all_input_file_exist - if all expected input files exist (boolean) input_files_list - list of input files (strings) all_COMOUT_file_exist - if all expected output COMOUT files exist (boolean) COMOUT_files_list - list of output COMOUT files (strings) DATA_files_list - list of output DATA files (strings) rdrrrrrZnohrscr]rz nohrsc.accumrzhr.vTFcsrrr rr r r r4rz8snowfall_check_obs_input_output_files..rcsrrr rr r r r4r) rrrrXrYr0r\rr) rgrrrrrrrrrrr r r %snowfall_check_obs_input_output_filessP         rc Cstj|d|dd}|tjt|dd}g}|ddkra|dd vr`|dtt|dt|d fD]&}|tj|d d |d |d dd|ddd| dq9nH|ddkr|tj|d|dd|d|d |dd|d dd |d d|ddd|ddd|d ddg}|D]}t |r|dq|dqt dd |Drt |d!krd}nd}g}g} |ddkr>d|d dd |d d|ddd|ddd|d dd} |tj|d|dd|d|d |d| | tj|d |dd|d|d |d| nS|ddkrd"|d#d|d d$d%|d&d'} |tj|d|dd|d|d |d| | tj|d |dd|d|d |d| g} |D]} t | r| dq| dqt d(d | Drt | d!krd} nd} ||| || fS))a! Check snowfall model input and output files in COMOUT and DATA Args: job_dict - job dictionary Returns: all_input_file_exist - if all expected input files exist (boolean) input_files_list - list of input files (strings) all_COMOUT_file_exist - if all expected output COMOUT files exist (boolean) COMOUT_files_list - list of output COMOUT files (strings) DATA_files_list - list of output DATA files (strings) rdrrrrrrr)rZ USER_DEFINEDrr]rrrcrwrr~rrrbrr^rr_rZsnow_varrrTFcsrrr rr r r r4rz:snowfall_check_model_input_output_files..rrrrlrrrcsrrr rr r r r46rr)rgrrrrrrrrrrrrrr r r 'snowfall_check_model_input_output_filess                              rcCsRt}tj|r't|d}t|}Wd|S1s"wY|S)Nr)setrXrYrZopenread splitlines)completed_jobs_fileZcompleted_jobsrr r r get_completed_jobs?s   rcCs>t|d}||dWddS1swYdS)Na )rwrite)rrrr r r mark_job_completedFs "r)F)T)rXrrZnumpyr rfrEZcollections.abcrrrr"r(rLrNrWr\rjrqrrrrrrrrrr r r r s6  1 #l>q